mirror of https://github.com/Mai-with-u/MaiBot.git
234 lines
11 KiB
Python
234 lines
11 KiB
Python
"""
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Mxp 模式：梦溪畔独家赞助
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此模式的一些参数不会在配置文件中显示，要修改请在可变参数下修改
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同时一些全局设置对此模式无效
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此模式的可变参数暂时比较草率，需要调参仙人的大手
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此模式的特点：
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1.每个聊天流的每个用户的意愿是独立的
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2.接入关系系统，关系会影响意愿值
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3.会根据群聊的热度来调整基础意愿值
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4.限制同时思考的消息数量，防止喷射
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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
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6.意愿分为衰减意愿+临时意愿
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如果你发现本模式出现了bug
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上上策是询问智慧的小草神（）
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上策是询问万能的千石可乐
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中策是发issue
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下下策是询问一个菜鸟（@梦溪畔）
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"""
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from .willing_manager import BaseWillingManager
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from typing import Dict
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import asyncio
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import time
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import math
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class MxpWillingManager(BaseWillingManager):
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"""Mxp意愿管理器"""
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def __init__(self):
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super().__init__()
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self.chat_person_reply_willing: Dict[str, Dict[str, float]] = {} # chat_id: {person_id: 意愿值}
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self.chat_new_message_time: Dict[str, list[float]] = {} # 聊天流ID: 消息时间
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self.last_response_person: list = ["", "", 0] # 上次回复的用户信息
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self.temporary_willing: float = 0 # 临时意愿值
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# 可变参数
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self.intention_decay_rate = 0.93 # 意愿衰减率
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self.message_expiration_time = 120 # 消息过期时间（秒）
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self.number_of_message_storage = 10 # 消息存储数量
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self.basic_maximum_willing = 0.5 # 基础最大意愿值
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self.mention_willing_gain = 0.6 # 提及意愿增益
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self.interest_willing_gain = 0.3 # 兴趣意愿增益
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self.emoji_response_penalty = self.global_config.emoji_response_penalty # 表情包回复惩罚
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self.down_frequency_rate = self.global_config.down_frequency_rate # 降低回复频率的群组惩罚系数
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self.single_chat_gain = 0.15 # 单聊增益
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async def async_task_starter(self) -> None:
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"""异步任务启动器"""
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asyncio.create_task(self._return_to_basic_willing())
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asyncio.create_task(self._chat_new_message_to_change_basic_willing())
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async def before_generate_reply_handle(self, message_id: str):
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"""回复前处理"""
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pass
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async def after_generate_reply_handle(self, message_id: str):
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"""回复后处理"""
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async with self.lock:
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w_info = self.ongoing_messages[message_id]
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rel_value = await w_info.person_info_manager.get_value(w_info.person_id, "relationship_value")
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rel_level = self._get_relationship_level_num(rel_value)
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self.chat_person_reply_willing[w_info.chat_id][w_info.person_id] += rel_level * 0.05
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if (w_info.chat_id == self.last_response_person[0]
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and w_info.person_id == self.last_response_person[1]
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and self.last_response_person[2] < 3):
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self.last_response_person[2] += 1
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else:
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self.last_response_person = [w_info.chat_id, w_info.person_id, 0]
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async def not_reply_handle(self, message_id: str):
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"""不回复处理"""
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async with self.lock:
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w_info = self.ongoing_messages[message_id]
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if w_info.is_mentioned_bot:
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self.chat_person_reply_willing[w_info.chat_id][w_info.person_id] += 0.2
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if self.last_response_person[0] == w_info.chat_id and self.last_response_person[1] == w_info.person_id:
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self.chat_person_reply_willing[w_info.chat_id][w_info.person_id] += self.single_chat_gain *self.last_response_person[2]
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async def get_reply_probability(self, message_id: str):
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"""获取回复概率"""
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async with self.lock:
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w_info = self.ongoing_messages[message_id]
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current_willing = self.chat_person_reply_willing[w_info.chat_id][w_info.person_id]
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if w_info.is_mentioned_bot:
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current_willing += self.mention_willing_gain / (int(current_willing) + 1)
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if w_info.interested_rate > 0:
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current_willing += math.atan(w_info.interested_rate / 2) / math.pi * 2 * self.interest_willing_gain
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self.chat_person_reply_willing[w_info.chat_id][w_info.person_id] = current_willing
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rel_value = await w_info.person_info_manager.get_value(w_info.person_id, "relationship_value")
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rel_level = self._get_relationship_level_num(rel_value)
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current_willing += rel_level * 0.1
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if self.last_response_person[0] == w_info.chat_id and self.last_response_person[1] == w_info.person_id:
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current_willing += self.single_chat_gain * self.last_response_person[2]
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chat_ongoing_messages = [msg for msg in self.ongoing_messages.values() if msg.chat_id == w_info.chat_id]
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chat_person_ogoing_messages = [msg for msg in chat_ongoing_messages if msg.person_id == w_info.person_id]
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if len(chat_person_ogoing_messages) >= 2:
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current_willing = 0
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elif len(chat_ongoing_messages) == 2:
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current_willing -= 0.5
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elif len(chat_ongoing_messages) == 3:
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current_willing -= 1.5
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elif len(chat_ongoing_messages) >= 4:
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current_willing = 0
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probability = self._willing_to_probability(current_willing)
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if w_info.is_emoji:
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probability *= self.emoji_response_penalty
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if w_info.group_info and w_info.group_info.group_id in self.global_config.talk_frequency_down_groups:
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probability /= self.down_frequency_rate
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self.temporary_willing = current_willing
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return probability
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async def bombing_buffer_message_handle(self, message_id: str):
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"""炸飞消息处理"""
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async with self.lock:
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w_info = self.ongoing_messages[message_id]
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self.chat_person_reply_willing[w_info.chat_id][w_info.person_id] += 0.1
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async def _return_to_basic_willing(self):
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"""使每个人的意愿恢复到chat基础意愿"""
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while True:
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await asyncio.sleep(3)
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async with self.lock:
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for chat_id, person_willing in self.chat_person_reply_willing.items():
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for person_id, willing in person_willing.items():
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if chat_id not in self.chat_reply_willing:
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self.logger.debug(f"聊天流{chat_id}不存在，错误")
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continue
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basic_willing = self.chat_reply_willing[chat_id]
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person_willing[person_id] = basic_willing + (willing - basic_willing) * self.intention_decay_rate
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def setup(self, message, chat, is_mentioned_bot, interested_rate):
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super().setup(message, chat, is_mentioned_bot, interested_rate)
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self.chat_reply_willing[chat.stream_id] = self.chat_reply_willing.get(chat.stream_id, self.basic_maximum_willing)
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self.chat_person_reply_willing[chat.stream_id] = self.chat_person_reply_willing.get(chat.stream_id, {})
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self.chat_person_reply_willing[chat.stream_id][self.ongoing_messages[message.message_info.message_id].person_id] = \
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self.chat_person_reply_willing[chat.stream_id].get(self.ongoing_messages[message.message_info.message_id].person_id,
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self.chat_reply_willing[chat.stream_id])
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if chat.stream_id not in self.chat_new_message_time:
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self.chat_new_message_time[chat.stream_id] = []
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self.chat_new_message_time[chat.stream_id].append(time.time())
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if len(self.chat_new_message_time[chat.stream_id]) > self.number_of_message_storage:
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self.chat_new_message_time[chat.stream_id].pop(0)
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def _willing_to_probability(self, willing: float) -> float:
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"""意愿值转化为概率"""
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willing = max(0, willing)
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if willing < 2:
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probability = math.atan(willing * 2) / math.pi * 2
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else:
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probability = math.atan(willing * 4) / math.pi * 2
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return probability
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async def _chat_new_message_to_change_basic_willing(self):
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"""聊天流新消息改变基础意愿"""
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while True:
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update_time = 20
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await asyncio.sleep(update_time)
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async with self.lock:
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for chat_id, message_times in self.chat_new_message_time.items():
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# 清理过期消息
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current_time = time.time()
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message_times = [msg_time for msg_time in message_times if current_time - msg_time < self.message_expiration_time]
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self.chat_new_message_time[chat_id] = message_times
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if len(message_times) < self.number_of_message_storage:
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self.chat_reply_willing[chat_id] = self.basic_maximum_willing
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update_time = 20
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elif len(message_times) == self.number_of_message_storage:
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time_interval = current_time - message_times[0]
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basic_willing = self.basic_maximum_willing * math.sqrt(time_interval / self.message_expiration_time)
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self.chat_reply_willing[chat_id] = basic_willing
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update_time = 17 * math.sqrt(time_interval / self.message_expiration_time) + 3
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else:
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self.logger.debug(f"聊天流{chat_id}消息时间数量异常，数量：{len(message_times)}")
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self.chat_reply_willing[chat_id] = 0
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async def get_variable_parameters(self) -> Dict[str, str]:
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"""获取可变参数"""
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return {
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"intention_decay_rate": "意愿衰减率",
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"message_expiration_time": "消息过期时间（秒）",
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"number_of_message_storage": "消息存储数量",
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"basic_maximum_willing": "基础最大意愿值",
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"mention_willing_gain": "提及意愿增益",
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"interest_willing_gain": "兴趣意愿增益",
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"emoji_response_penalty": "表情包回复惩罚",
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"down_frequency_rate": "降低回复频率的群组惩罚系数",
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"single_chat_gain": "单聊增益（不仅是私聊）"
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}
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async def set_variable_parameters(self, parameters: Dict[str, any]):
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"""设置可变参数"""
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async with self.lock:
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for key, value in parameters.items():
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if hasattr(self, key):
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setattr(self, key, value)
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self.logger.debug(f"参数 {key} 已更新为 {value}")
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else:
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self.logger.debug(f"尝试设置未知参数 {key}")
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def _get_relationship_level_num(self, relationship_value) -> int:
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"""关系等级计算"""
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if -1000 <= relationship_value < -227:
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level_num = 0
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elif -227 <= relationship_value < -73:
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level_num = 1
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elif -73 <= relationship_value < 227:
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level_num = 2
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elif 227 <= relationship_value < 587:
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level_num = 3
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elif 587 <= relationship_value < 900:
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level_num = 4
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elif 900 <= relationship_value <= 1000:
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level_num = 5
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else:
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level_num = 5 if relationship_value > 1000 else 0
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return level_num - 2
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async def get_willing(self, chat_id):
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return self.temporary_willing |