复活吧！我的关系系统，新增正反馈机制
This commit is contained in:
meng_xi_pan
@@ -1,12 +1,9 @@
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import asyncio
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from typing import Optional
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from src.common.logger import get_module_logger, LogConfig, RELATION_STYLE_CONFIG
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from ...common.database import db
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from ..message.message_base import UserInfo
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from .chat_stream import ChatStream
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import math
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from bson.decimal128 import Decimal128
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from .person_info import person_info_manager
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import time
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relationship_config = LogConfig(
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# 使用关系专用样式
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@@ -15,287 +12,89 @@ relationship_config = LogConfig(
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)
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logger = get_module_logger("rel_manager", config=relationship_config)
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class Impression:
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traits: str = None
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called: str = None
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know_time: float = None
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relationship_value: float = None
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class Relationship:
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user_id: int = None
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platform: str = None
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gender: str = None
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age: int = None
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nickname: str = None
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relationship_value: float = None
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saved = False
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def __init__(self, chat: ChatStream = None, data: dict = None):
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self.user_id = chat.user_info.user_id if chat else data.get("user_id", 0)
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self.platform = chat.platform if chat else data.get("platform", "")
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self.nickname = chat.user_info.user_nickname if chat else data.get("nickname", "")
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self.relationship_value = data.get("relationship_value", 0) if data else 0
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self.age = data.get("age", 0) if data else 0
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self.gender = data.get("gender", "") if data else ""
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class RelationshipManager:
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def __init__(self):
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self.relationships: dict[tuple[int, str], Relationship] = {} # 修改为使用(user_id, platform)作为键
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self.positive_feedback_dict = {} # 正反馈系统
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async def update_relationship(self, chat_stream: ChatStream, data: dict = None, **kwargs) -> Optional[Relationship]:
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"""更新或创建关系
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Args:
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chat_stream: 聊天流对象
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data: 字典格式的数据（可选）
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**kwargs: 其他参数
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Returns:
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Relationship: 关系对象
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"""
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# 确定user_id和platform
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if chat_stream.user_info is not None:
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user_id = chat_stream.user_info.user_id
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platform = chat_stream.user_info.platform or "qq"
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def positive_feedback_sys(self, person_id, value, label: str, stance: str):
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"""正反馈系统"""
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positive_list = [
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"开心",
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"惊讶",
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"害羞",
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"困惑",
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]
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negative_list = [
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"愤怒",
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"悲伤",
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"恐惧",
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"厌恶",
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]
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if person_id not in self.positive_feedback_dict:
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self.positive_feedback_dict[person_id] = 0
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if label in positive_list and stance != "反对":
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if 6 > self.positive_feedback_dict[person_id] >= 0:
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self.positive_feedback_dict[person_id] += 1
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elif self.positive_feedback_dict[person_id] < 0:
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self.positive_feedback_dict[person_id] = 0
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return value
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elif label in negative_list and stance != "支持":
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if -6 < self.positive_feedback_dict[person_id] <= 0:
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self.positive_feedback_dict[person_id] -= 1
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elif self.positive_feedback_dict[person_id] > 0:
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self.positive_feedback_dict[person_id] = 0
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return value
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else:
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platform = platform or "qq"
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return value
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if user_id is None:
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raise ValueError("必须提供user_id或user_info")
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gain_coefficient = [1.1, 1.2, 1.4, 1.7, 1.9, 2.0]
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value *= gain_coefficient[abs(self.positive_feedback_dict[person_id])-1]
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logger.info(f"触发增益，当前增益系数：{gain_coefficient[abs(self.positive_feedback_dict[person_id])-1]}")
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# 使用(user_id, platform)作为键
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key = (user_id, platform)
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return value
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# 检查是否在内存中已存在
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relationship = self.relationships.get(key)
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if relationship:
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# 如果存在，更新现有对象
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if isinstance(data, dict):
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for k, value in data.items():
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if hasattr(relationship, k) and value is not None:
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setattr(relationship, k, value)
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else:
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# 如果不存在，创建新对象
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if chat_stream.user_info is not None:
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relationship = Relationship(chat=chat_stream, **kwargs)
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else:
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raise ValueError("必须提供user_id或user_info")
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self.relationships[key] = relationship
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# 保存到数据库
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await self.storage_relationship(relationship)
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relationship.saved = True
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return relationship
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async def update_relationship_value(self, chat_stream: ChatStream, **kwargs) -> Optional[Relationship]:
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"""更新关系值
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Args:
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user_id: 用户ID（可选，如果提供user_info则不需要）
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platform: 平台（可选，如果提供user_info则不需要）
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user_info: 用户信息对象（可选）
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**kwargs: 其他参数
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Returns:
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Relationship: 关系对象
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"""
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# 确定user_id和platform
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user_info = chat_stream.user_info
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if user_info is not None:
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user_id = user_info.user_id
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platform = user_info.platform or "qq"
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else:
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platform = platform or "qq"
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if user_id is None:
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raise ValueError("必须提供user_id或user_info")
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# 使用(user_id, platform)作为键
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key = (user_id, platform)
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# 检查是否在内存中已存在
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relationship = self.relationships.get(key)
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if relationship:
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for k, value in kwargs.items():
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if k == "relationship_value":
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# 检查relationship.relationship_value是否为double类型
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if not isinstance(relationship.relationship_value, float):
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try:
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# 处理 Decimal128 类型
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if isinstance(relationship.relationship_value, Decimal128):
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relationship.relationship_value = float(relationship.relationship_value.to_decimal())
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else:
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relationship.relationship_value = float(relationship.relationship_value)
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logger.info(
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f"[关系管理] 用户 {user_id}({platform}) 的关系值已转换为double类型: {relationship.relationship_value}"
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) # noqa: E501
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except (ValueError, TypeError):
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# 如果不能解析/强转则将relationship.relationship_value设置为double类型的0
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relationship.relationship_value = 0.0
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logger.warning(f"[关系管理] 用户 {user_id}({platform}) 的无法转换为double类型，已设置为0")
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relationship.relationship_value += value
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await self.storage_relationship(relationship)
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relationship.saved = True
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return relationship
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else:
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# 如果不存在且提供了user_info，则创建新的关系
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if user_info is not None:
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return await self.update_relationship(chat_stream=chat_stream, **kwargs)
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logger.warning(f"[关系管理] 用户 {user_id}({platform}) 不存在，无法更新")
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return None
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def get_relationship(self, chat_stream: ChatStream) -> Optional[Relationship]:
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"""获取用户关系对象
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Args:
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user_id: 用户ID（可选，如果提供user_info则不需要）
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platform: 平台（可选，如果提供user_info则不需要）
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user_info: 用户信息对象（可选）
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Returns:
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Relationship: 关系对象
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"""
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# 确定user_id和platform
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user_info = chat_stream.user_info
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platform = chat_stream.user_info.platform or "qq"
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if user_info is not None:
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user_id = user_info.user_id
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platform = user_info.platform or "qq"
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else:
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platform = platform or "qq"
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if user_id is None:
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raise ValueError("必须提供user_id或user_info")
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key = (user_id, platform)
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if key in self.relationships:
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return self.relationships[key]
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else:
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return None
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async def load_relationship(self, data: dict) -> Relationship:
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"""从数据库加载或创建新的关系对象"""
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# 确保data中有platform字段，如果没有则默认为'qq'
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if "platform" not in data:
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data["platform"] = "qq"
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rela = Relationship(data=data)
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rela.saved = True
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key = (rela.user_id, rela.platform)
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self.relationships[key] = rela
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return rela
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async def load_all_relationships(self):
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"""加载所有关系对象"""
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all_relationships = db.relationships.find({})
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for data in all_relationships:
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await self.load_relationship(data)
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async def _start_relationship_manager(self):
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"""每5分钟自动保存一次关系数据"""
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# 获取所有关系记录
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all_relationships = db.relationships.find({})
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# 依次加载每条记录
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for data in all_relationships:
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await self.load_relationship(data)
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logger.debug(f"[关系管理] 已加载 {len(self.relationships)} 条关系记录")
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while True:
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logger.debug("正在自动保存关系")
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await asyncio.sleep(300) # 等待300秒(5分钟)
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await self._save_all_relationships()
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async def _save_all_relationships(self):
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"""将所有关系数据保存到数据库"""
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# 保存所有关系数据
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for _, relationship in self.relationships.items():
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if not relationship.saved:
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relationship.saved = True
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await self.storage_relationship(relationship)
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async def storage_relationship(self, relationship: Relationship):
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"""将关系记录存储到数据库中"""
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user_id = relationship.user_id
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platform = relationship.platform
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nickname = relationship.nickname
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relationship_value = relationship.relationship_value
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gender = relationship.gender
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age = relationship.age
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saved = relationship.saved
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db.relationships.update_one(
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{"user_id": user_id, "platform": platform},
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{
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"$set": {
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"platform": platform,
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"nickname": nickname,
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"relationship_value": relationship_value,
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"gender": gender,
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"age": age,
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"saved": saved,
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}
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},
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upsert=True,
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)
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def get_name(self, user_id: int = None, platform: str = None, user_info: UserInfo = None) -> str:
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"""获取用户昵称
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Args:
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user_id: 用户ID（可选，如果提供user_info则不需要）
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platform: 平台（可选，如果提供user_info则不需要）
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user_info: 用户信息对象（可选）
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Returns:
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str: 用户昵称
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"""
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# 确定user_id和platform
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if user_info is not None:
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user_id = user_info.user_id
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platform = user_info.platform or "qq"
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else:
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platform = platform or "qq"
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if user_id is None:
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raise ValueError("必须提供user_id或user_info")
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# 确保user_id是整数类型
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user_id = int(user_id)
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key = (user_id, platform)
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if key in self.relationships:
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return self.relationships[key].nickname
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elif user_info is not None:
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return user_info.user_nickname or user_info.user_cardname or "某人"
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else:
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return "某人"
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async def calculate_update_relationship_value(self, chat_stream: ChatStream, label: str, stance: str) -> None:
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"""计算变更关系值
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"""计算并变更关系值
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新的关系值变更计算方式：
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将关系值限定在-1000到1000
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对于关系值的变更，期望：
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1.向两端逼近时会逐渐减缓
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2.关系越差，改善越难，关系越好，恶化越容易
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3.人维护关系的精力往往有限，所以当高关系值用户越多，对于中高关系值用户增长越慢
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4.连续正面或负面情感会正反馈
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"""
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stancedict = {
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"支持": 0,
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"中立": 1,
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"反对": 2,
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}
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valuedict = {
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"开心": 1.5,
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"愤怒": -3.5,
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"悲伤": -1.5,
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"愤怒": -2.0,
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"悲伤": -0.5,
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"惊讶": 0.6,
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"害羞": 2.0,
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"平静": 0.3,
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"恐惧": -2,
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"厌恶": -2.5,
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"恐惧": -1.5,
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"厌恶": -1.0,
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"困惑": 0.5,
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}
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if self.get_relationship(chat_stream):
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old_value = self.get_relationship(chat_stream).relationship_value
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else:
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return
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person_id = person_info_manager.get_person_id(chat_stream.user_info.platform, chat_stream.user_info.user_id)
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data = {
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"platform" : chat_stream.user_info.platform,
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"user_id" : chat_stream.user_info.user_id,
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"nickname" : chat_stream.user_info.user_nickname,
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"konw_time" : int(time.time())
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}
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old_value = await person_info_manager.get_value(person_id, "relationship_value")
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old_value = self.ensure_float(old_value, person_id)
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if old_value > 1000:
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old_value = 1000
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@@ -307,26 +106,26 @@ class RelationshipManager:
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if valuedict[label] >= 0 and stancedict[stance] != 2:
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value = value * math.cos(math.pi * old_value / 2000)
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if old_value > 500:
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high_value_count = 0
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for _, relationship in self.relationships.items():
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if relationship.relationship_value >= 700:
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high_value_count += 1
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if old_value >= 700:
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rdict = await person_info_manager.get_specific_value_list("relationship_value", lambda x: x > 700)
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high_value_count = len(rdict)
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if old_value > 700:
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value *= 3 / (high_value_count + 2) # 排除自己
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else:
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value *= 3 / (high_value_count + 3)
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elif valuedict[label] < 0 and stancedict[stance] != 0:
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value = value * math.exp(old_value / 1000)
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value = value * math.exp(old_value / 2000)
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else:
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value = 0
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elif old_value < 0:
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if valuedict[label] >= 0 and stancedict[stance] != 2:
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value = value * math.exp(old_value / 1000)
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value = value * math.exp(old_value / 2000)
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elif valuedict[label] < 0 and stancedict[stance] != 0:
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value = value * math.cos(math.pi * old_value / 2000)
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else:
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value = 0
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value = self.positive_feedback_sys(person_id, value, label, stance)
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level_num = self.calculate_level_num(old_value + value)
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relationship_level = ["厌恶", "冷漠", "一般", "友好", "喜欢", "暧昧"]
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logger.info(
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@@ -336,10 +135,11 @@ class RelationshipManager:
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f"变更: {value:+.5f}"
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)
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await self.update_relationship_value(chat_stream=chat_stream, relationship_value=value)
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await person_info_manager.update_one_field(person_id, "relationship_value", old_value + value, data)
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def build_relationship_info(self, person) -> str:
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relationship_value = relationship_manager.get_relationship(person).relationship_value
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person_id = person_info_manager.get_person_id(person.user_info.platform, person.user_info.user_id)
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relationship_value = person_info_manager.get_value(person_id, "relationship_value")
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level_num = self.calculate_level_num(relationship_value)
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relationship_level = ["厌恶", "冷漠", "一般", "友好", "喜欢", "暧昧"]
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relation_prompt2_list = [
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@@ -379,5 +179,14 @@ class RelationshipManager:
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level_num = 5 if relationship_value > 1000 else 0
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return level_num
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def ensure_float(elsf, value, person_id):
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"""确保返回浮点数，转换失败返回0.0"""
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if isinstance(value, float):
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return value
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try:
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return float(value.to_decimal() if isinstance(value, Decimal128) else value)
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except (ValueError, TypeError, AttributeError):
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logger.warning(f"[关系管理] {person_id}值转换失败（原始值：{value}），已重置为0")
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return 0.0
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relationship_manager = RelationshipManager()
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