fix：文件路径合理化
This commit is contained in:
SengokuCola
639
src/person_info/person_info.py
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639
src/person_info/person_info.py
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@@ -0,0 +1,639 @@
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from src.common.logger_manager import get_logger
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from src.common.database.database import db
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from src.common.database.database_model import PersonInfo # 新增导入
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import copy
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import hashlib
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from typing import Any, Callable, Dict
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import datetime
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import asyncio
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import numpy as np
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from src.llm_models.utils_model import LLMRequest
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from src.config.config import global_config
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from src.individuality.individuality import individuality
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import matplotlib
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matplotlib.use("Agg")
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import matplotlib.pyplot as plt
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from pathlib import Path
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import pandas as pd
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import json # 新增导入
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import re
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"""
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PersonInfoManager 类方法功能摘要：
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1. get_person_id - 根据平台和用户ID生成MD5哈希的唯一person_id
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2. create_person_info - 创建新个人信息文档（自动合并默认值）
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3. update_one_field - 更新单个字段值（若文档不存在则创建）
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4. del_one_document - 删除指定person_id的文档
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5. get_value - 获取单个字段值（返回实际值或默认值）
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6. get_values - 批量获取字段值（任一字段无效则返回空字典）
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7. del_all_undefined_field - 清理全集合中未定义的字段
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8. get_specific_value_list - 根据指定条件，返回person_id,value字典
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9. personal_habit_deduction - 定时推断个人习惯
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"""
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logger = get_logger("person_info")
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person_info_default = {
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"person_id": None,
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"person_name": None, # 模型中已设为 null=True，此默认值OK
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"name_reason": None,
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"platform": "unknown", # 提供非None的默认值
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"user_id": "unknown", # 提供非None的默认值
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"nickname": "Unknown", # 提供非None的默认值
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"relationship_value": 0,
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"know_time": 0, # 修正拼写：konw_time -> know_time
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"msg_interval": 2000,
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"msg_interval_list": [], # 将作为 JSON 字符串存储在 Peewee 的 TextField
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"user_cardname": None, # 注意：此字段不在 PersonInfo Peewee 模型中
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"user_avatar": None, # 注意：此字段不在 PersonInfo Peewee 模型中
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}
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class PersonInfoManager:
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def __init__(self):
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self.person_name_list = {}
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# TODO: API-Adapter修改标记
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self.qv_name_llm = LLMRequest(
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model=global_config.model.normal,
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max_tokens=256,
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request_type="qv_name",
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)
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try:
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db.connect(reuse_if_open=True)
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db.create_tables([PersonInfo], safe=True)
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except Exception as e:
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logger.error(f"数据库连接或 PersonInfo 表创建失败: {e}")
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# 初始化时读取所有person_name
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try:
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for record in PersonInfo.select(PersonInfo.person_id, PersonInfo.person_name).where(
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PersonInfo.person_name.is_null(False)
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):
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if record.person_name:
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self.person_name_list[record.person_id] = record.person_name
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logger.debug(f"已加载 {len(self.person_name_list)} 个用户名称 (Peewee)")
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except Exception as e:
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logger.error(f"从 Peewee 加载 person_name_list 失败: {e}")
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@staticmethod
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def get_person_id(platform: str, user_id: int):
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"""获取唯一id"""
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if "-" in platform:
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platform = platform.split("-")[1]
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components = [platform, str(user_id)]
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key = "_".join(components)
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return hashlib.md5(key.encode()).hexdigest()
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async def is_person_known(self, platform: str, user_id: int):
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"""判断是否认识某人"""
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person_id = self.get_person_id(platform, user_id)
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def _db_check_known_sync(p_id: str):
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return PersonInfo.get_or_none(PersonInfo.person_id == p_id) is not None
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try:
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return await asyncio.to_thread(_db_check_known_sync, person_id)
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except Exception as e:
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logger.error(f"检查用户 {person_id} 是否已知时出错 (Peewee): {e}")
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return False
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def get_person_id_by_person_name(self, person_name: str):
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"""根据用户名获取用户ID"""
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document = db.person_info.find_one({"person_name": person_name})
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if document:
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return document["person_id"]
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else:
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return ""
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@staticmethod
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async def create_person_info(person_id: str, data: dict = None):
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"""创建一个项"""
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if not person_id:
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logger.debug("创建失败，personid不存在")
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return
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_person_info_default = copy.deepcopy(person_info_default)
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model_fields = PersonInfo._meta.fields.keys()
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final_data = {"person_id": person_id}
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if data:
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for key, value in data.items():
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if key in model_fields:
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final_data[key] = value
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for key, default_value in _person_info_default.items():
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if key in model_fields and key not in final_data:
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final_data[key] = default_value
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if "msg_interval_list" in final_data and isinstance(final_data["msg_interval_list"], list):
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final_data["msg_interval_list"] = json.dumps(final_data["msg_interval_list"])
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elif "msg_interval_list" not in final_data and "msg_interval_list" in model_fields:
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final_data["msg_interval_list"] = json.dumps([])
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def _db_create_sync(p_data: dict):
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try:
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PersonInfo.create(**p_data)
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return True
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except Exception as e:
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logger.error(f"创建 PersonInfo 记录 {p_data.get('person_id')} 失败 (Peewee): {e}")
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return False
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await asyncio.to_thread(_db_create_sync, final_data)
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async def update_one_field(self, person_id: str, field_name: str, value, data: dict = None):
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"""更新某一个字段，会补全"""
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if field_name not in PersonInfo._meta.fields:
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if field_name in person_info_default:
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logger.debug(f"更新'{field_name}'跳过，字段存在于默认配置但不在 PersonInfo Peewee 模型中。")
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return
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logger.debug(f"更新'{field_name}'失败，未在 PersonInfo Peewee 模型中定义的字段。")
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return
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def _db_update_sync(p_id: str, f_name: str, val):
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record = PersonInfo.get_or_none(PersonInfo.person_id == p_id)
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if record:
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if f_name == "msg_interval_list" and isinstance(val, list):
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setattr(record, f_name, json.dumps(val))
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else:
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setattr(record, f_name, val)
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record.save()
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return True, False
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return False, True
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found, needs_creation = await asyncio.to_thread(_db_update_sync, person_id, field_name, value)
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if needs_creation:
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logger.debug(f"更新时 {person_id} 不存在，将新建。")
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creation_data = data if data is not None else {}
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creation_data[field_name] = value
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if "platform" not in creation_data or "user_id" not in creation_data:
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logger.warning(f"为 {person_id} 创建记录时，platform/user_id 可能缺失。")
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await self.create_person_info(person_id, creation_data)
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@staticmethod
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async def has_one_field(person_id: str, field_name: str):
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"""判断是否存在某一个字段"""
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if field_name not in PersonInfo._meta.fields:
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logger.debug(f"检查字段'{field_name}'失败，未在 PersonInfo Peewee 模型中定义。")
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return False
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def _db_has_field_sync(p_id: str, f_name: str):
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record = PersonInfo.get_or_none(PersonInfo.person_id == p_id)
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if record:
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return True
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return False
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try:
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return await asyncio.to_thread(_db_has_field_sync, person_id, field_name)
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except Exception as e:
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logger.error(f"检查字段 {field_name} for {person_id} 时出错 (Peewee): {e}")
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return False
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@staticmethod
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def _extract_json_from_text(text: str) -> dict:
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"""从文本中提取JSON数据的高容错方法"""
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try:
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parsed_json = json.loads(text)
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if isinstance(parsed_json, list):
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if parsed_json:
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parsed_json = parsed_json[0]
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else:
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parsed_json = None
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if isinstance(parsed_json, dict):
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return parsed_json
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except json.JSONDecodeError:
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pass
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except Exception as e:
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logger.warning(f"尝试直接解析JSON时发生意外错误: {e}")
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pass
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try:
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json_pattern = r"\{[^{}]*\}"
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matches = re.findall(json_pattern, text)
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if matches:
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parsed_obj = json.loads(matches[0])
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if isinstance(parsed_obj, dict):
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return parsed_obj
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nickname_pattern = r'"nickname"[:\s]+"([^"]+)"'
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reason_pattern = r'"reason"[:\s]+"([^"]+)"'
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nickname_match = re.search(nickname_pattern, text)
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reason_match = re.search(reason_pattern, text)
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if nickname_match:
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return {
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"nickname": nickname_match.group(1),
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"reason": reason_match.group(1) if reason_match else "未提供理由",
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}
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except Exception as e:
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logger.error(f"后备JSON提取失败: {str(e)}")
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logger.warning(f"无法从文本中提取有效的JSON字典: {text}")
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return {"nickname": "", "reason": ""}
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async def qv_person_name(
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self, person_id: str, user_nickname: str, user_cardname: str, user_avatar: str, request: str = ""
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):
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"""给某个用户取名"""
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if not person_id:
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logger.debug("取名失败：person_id不能为空")
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return None
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old_name = await self.get_value(person_id, "person_name")
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old_reason = await self.get_value(person_id, "name_reason")
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max_retries = 5
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current_try = 0
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existing_names_str = ""
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current_name_set = set(self.person_name_list.values())
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while current_try < max_retries:
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prompt_personality = individuality.get_prompt(x_person=2, level=1)
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bot_name = individuality.personality.bot_nickname
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qv_name_prompt = f"你是{bot_name}，{prompt_personality}"
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qv_name_prompt += f"现在你想给一个用户取一个昵称，用户是的qq昵称是{user_nickname}，"
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qv_name_prompt += f"用户的qq群昵称名是{user_cardname}，"
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if user_avatar:
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qv_name_prompt += f"用户的qq头像是{user_avatar}，"
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if old_name:
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qv_name_prompt += f"你之前叫他{old_name}，是因为{old_reason}，"
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qv_name_prompt += f"\n其他取名的要求是：{request}，不要太浮夸"
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qv_name_prompt += (
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"\n请根据以上用户信息，想想你叫他什么比较好，不要太浮夸，请最好使用用户的qq昵称，可以稍作修改"
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)
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if existing_names_str:
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qv_name_prompt += f"\n请注意，以下名称已被你尝试过或已知存在，请避免：{existing_names_str}。\n"
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if len(current_name_set) < 50 and current_name_set:
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qv_name_prompt += f"已知的其他昵称有: {', '.join(list(current_name_set)[:10])}等。\n"
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qv_name_prompt += "请用json给出你的想法，并给出理由，示例如下："
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qv_name_prompt += """{
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"nickname": "昵称",
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"reason": "理由"
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}"""
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response = await self.qv_name_llm.generate_response(qv_name_prompt)
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logger.trace(f"取名提示词：{qv_name_prompt}\n取名回复：{response}")
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result = self._extract_json_from_text(response[0])
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if not result or not result.get("nickname"):
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logger.error("生成的昵称为空或结果格式不正确，重试中...")
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current_try += 1
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continue
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generated_nickname = result["nickname"]
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is_duplicate = False
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if generated_nickname in current_name_set:
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is_duplicate = True
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else:
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def _db_check_name_exists_sync(name_to_check):
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return PersonInfo.select().where(PersonInfo.person_name == name_to_check).exists()
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if await asyncio.to_thread(_db_check_name_exists_sync, generated_nickname):
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is_duplicate = True
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current_name_set.add(generated_nickname)
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if not is_duplicate:
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await self.update_one_field(person_id, "person_name", generated_nickname)
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await self.update_one_field(person_id, "name_reason", result.get("reason", "未提供理由"))
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self.person_name_list[person_id] = generated_nickname
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return result
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else:
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if existing_names_str:
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existing_names_str += "、"
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existing_names_str += generated_nickname
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logger.debug(f"生成的昵称 {generated_nickname} 已存在，重试中...")
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current_try += 1
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logger.error(f"在{max_retries}次尝试后仍未能生成唯一昵称 for {person_id}")
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return None
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@staticmethod
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async def del_one_document(person_id: str):
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"""删除指定 person_id 的文档"""
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if not person_id:
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logger.debug("删除失败：person_id 不能为空")
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return
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def _db_delete_sync(p_id: str):
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try:
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query = PersonInfo.delete().where(PersonInfo.person_id == p_id)
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deleted_count = query.execute()
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return deleted_count
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except Exception as e:
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logger.error(f"删除 PersonInfo {p_id} 失败 (Peewee): {e}")
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return 0
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deleted_count = await asyncio.to_thread(_db_delete_sync, person_id)
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if deleted_count > 0:
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logger.debug(f"删除成功：person_id={person_id} (Peewee)")
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else:
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logger.debug(f"删除失败：未找到 person_id={person_id} 或删除未影响行 (Peewee)")
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@staticmethod
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async def get_value(person_id: str, field_name: str):
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"""获取指定person_id文档的字段值，若不存在该字段，则返回该字段的全局默认值"""
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if not person_id:
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logger.debug("get_value获取失败：person_id不能为空")
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return person_info_default.get(field_name)
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if field_name not in PersonInfo._meta.fields:
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if field_name in person_info_default:
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logger.trace(f"字段'{field_name}'不在Peewee模型中，但存在于默认配置中。返回配置默认值。")
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return copy.deepcopy(person_info_default[field_name])
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logger.debug(f"get_value获取失败：字段'{field_name}'未在Peewee模型和默认配置中定义。")
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return None
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def _db_get_value_sync(p_id: str, f_name: str):
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record = PersonInfo.get_or_none(PersonInfo.person_id == p_id)
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if record:
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val = getattr(record, f_name)
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if f_name == "msg_interval_list" and isinstance(val, str):
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try:
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return json.loads(val)
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except json.JSONDecodeError:
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logger.warning(f"无法解析 {p_id} 的 msg_interval_list JSON: {val}")
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return copy.deepcopy(person_info_default.get(f_name, []))
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return val
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return None
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value = await asyncio.to_thread(_db_get_value_sync, person_id, field_name)
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if value is not None:
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return value
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else:
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default_value = copy.deepcopy(person_info_default.get(field_name))
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logger.trace(f"获取{person_id}的{field_name}失败或值为None，已返回默认值{default_value} (Peewee)")
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return default_value
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@staticmethod
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async def get_values(person_id: str, field_names: list) -> dict:
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"""获取指定person_id文档的多个字段值，若不存在该字段，则返回该字段的全局默认值"""
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if not person_id:
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logger.debug("get_values获取失败：person_id不能为空")
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return {}
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result = {}
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def _db_get_record_sync(p_id: str):
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return PersonInfo.get_or_none(PersonInfo.person_id == p_id)
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record = await asyncio.to_thread(_db_get_record_sync, person_id)
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for field_name in field_names:
|
||||
if field_name not in PersonInfo._meta.fields:
|
||||
if field_name in person_info_default:
|
||||
result[field_name] = copy.deepcopy(person_info_default[field_name])
|
||||
logger.trace(f"字段'{field_name}'不在Peewee模型中，使用默认配置值。")
|
||||
else:
|
||||
logger.debug(f"get_values查询失败：字段'{field_name}'未在Peewee模型和默认配置中定义。")
|
||||
result[field_name] = None
|
||||
continue
|
||||
|
||||
if record:
|
||||
value = getattr(record, field_name)
|
||||
if field_name == "msg_interval_list" and isinstance(value, str):
|
||||
try:
|
||||
result[field_name] = json.loads(value)
|
||||
except json.JSONDecodeError:
|
||||
logger.warning(f"无法解析 {person_id} 的 msg_interval_list JSON: {value}")
|
||||
result[field_name] = copy.deepcopy(person_info_default.get(field_name, []))
|
||||
elif value is not None:
|
||||
result[field_name] = value
|
||||
else:
|
||||
result[field_name] = copy.deepcopy(person_info_default.get(field_name))
|
||||
else:
|
||||
result[field_name] = copy.deepcopy(person_info_default.get(field_name))
|
||||
|
||||
return result
|
||||
|
||||
@staticmethod
|
||||
async def del_all_undefined_field():
|
||||
"""删除所有项里的未定义字段 - 对于Peewee (SQL)，此操作通常不适用，因为模式是固定的。"""
|
||||
logger.info(
|
||||
"del_all_undefined_field: 对于使用Peewee的SQL数据库，此操作通常不适用或不需要，因为表结构是预定义的。"
|
||||
)
|
||||
return
|
||||
|
||||
@staticmethod
|
||||
async def get_specific_value_list(
|
||||
field_name: str,
|
||||
way: Callable[[Any], bool],
|
||||
) -> Dict[str, Any]:
|
||||
"""
|
||||
获取满足条件的字段值字典
|
||||
"""
|
||||
if field_name not in PersonInfo._meta.fields:
|
||||
logger.error(f"字段检查失败：'{field_name}'未在 PersonInfo Peewee 模型中定义")
|
||||
return {}
|
||||
|
||||
def _db_get_specific_sync(f_name: str):
|
||||
found_results = {}
|
||||
try:
|
||||
for record in PersonInfo.select(PersonInfo.person_id, getattr(PersonInfo, f_name)):
|
||||
value = getattr(record, f_name)
|
||||
if f_name == "msg_interval_list" and isinstance(value, str):
|
||||
try:
|
||||
processed_value = json.loads(value)
|
||||
except json.JSONDecodeError:
|
||||
logger.warning(f"跳过记录 {record.person_id}，无法解析 msg_interval_list: {value}")
|
||||
continue
|
||||
else:
|
||||
processed_value = value
|
||||
|
||||
if way(processed_value):
|
||||
found_results[record.person_id] = processed_value
|
||||
except Exception as e_query:
|
||||
logger.error(f"数据库查询失败 (Peewee specific_value_list for {f_name}): {str(e_query)}", exc_info=True)
|
||||
return found_results
|
||||
|
||||
try:
|
||||
return await asyncio.to_thread(_db_get_specific_sync, field_name)
|
||||
except Exception as e:
|
||||
logger.error(f"执行 get_specific_value_list 线程时出错: {str(e)}", exc_info=True)
|
||||
return {}
|
||||
|
||||
async def personal_habit_deduction(self):
|
||||
"""启动个人信息推断，每天根据一定条件推断一次"""
|
||||
try:
|
||||
while 1:
|
||||
await asyncio.sleep(600)
|
||||
current_time_dt = datetime.datetime.now()
|
||||
logger.info(f"个人信息推断启动: {current_time_dt.strftime('%Y-%m-%d %H:%M:%S')}")
|
||||
|
||||
msg_interval_map_generated = False
|
||||
msg_interval_lists_map = await self.get_specific_value_list(
|
||||
"msg_interval_list", lambda x: isinstance(x, list) and len(x) >= 100
|
||||
)
|
||||
|
||||
for person_id, actual_msg_interval_list in msg_interval_lists_map.items():
|
||||
await asyncio.sleep(0.3)
|
||||
try:
|
||||
time_interval = []
|
||||
for t1, t2 in zip(actual_msg_interval_list, actual_msg_interval_list[1:]):
|
||||
delta = t2 - t1
|
||||
if delta > 0:
|
||||
time_interval.append(delta)
|
||||
|
||||
time_interval = [t for t in time_interval if 200 <= t <= 8000]
|
||||
|
||||
if len(time_interval) >= 30 + 10:
|
||||
time_interval.sort()
|
||||
msg_interval_map_generated = True
|
||||
log_dir = Path("logs/person_info")
|
||||
log_dir.mkdir(parents=True, exist_ok=True)
|
||||
plt.figure(figsize=(10, 6))
|
||||
time_series_original = pd.Series(time_interval)
|
||||
plt.hist(
|
||||
time_series_original,
|
||||
bins=50,
|
||||
density=True,
|
||||
alpha=0.4,
|
||||
color="pink",
|
||||
label="Histogram (Original Filtered)",
|
||||
)
|
||||
time_series_original.plot(
|
||||
kind="kde", color="mediumpurple", linewidth=1, label="Density (Original Filtered)"
|
||||
)
|
||||
plt.grid(True, alpha=0.2)
|
||||
plt.xlim(0, 8000)
|
||||
plt.title(f"Message Interval Distribution (User: {person_id[:8]}...)")
|
||||
plt.xlabel("Interval (ms)")
|
||||
plt.ylabel("Density")
|
||||
plt.legend(framealpha=0.9, facecolor="white")
|
||||
img_path = log_dir / f"interval_distribution_{person_id[:8]}.png"
|
||||
plt.savefig(img_path)
|
||||
plt.close()
|
||||
|
||||
trimmed_interval = time_interval[5:-5]
|
||||
if trimmed_interval:
|
||||
msg_interval_val = int(round(np.percentile(trimmed_interval, 37)))
|
||||
await self.update_one_field(person_id, "msg_interval", msg_interval_val)
|
||||
logger.trace(
|
||||
f"用户{person_id}的msg_interval通过头尾截断和37分位数更新为{msg_interval_val}"
|
||||
)
|
||||
else:
|
||||
logger.trace(f"用户{person_id}截断后数据为空，无法计算msg_interval")
|
||||
else:
|
||||
logger.trace(
|
||||
f"用户{person_id}有效消息间隔数量 ({len(time_interval)}) 不足进行推断 (需要至少 {30 + 10} 条)"
|
||||
)
|
||||
except Exception as e_inner:
|
||||
logger.trace(f"用户{person_id}消息间隔计算失败: {type(e_inner).__name__}: {str(e_inner)}")
|
||||
continue
|
||||
|
||||
if msg_interval_map_generated:
|
||||
logger.trace("已保存分布图到: logs/person_info")
|
||||
|
||||
current_time_dt_end = datetime.datetime.now()
|
||||
logger.trace(f"个人信息推断结束: {current_time_dt_end.strftime('%Y-%m-%d %H:%M:%S')}")
|
||||
await asyncio.sleep(86400)
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"个人信息推断运行时出错: {str(e)}")
|
||||
logger.exception("详细错误信息：")
|
||||
|
||||
async def get_or_create_person(
|
||||
self, platform: str, user_id: int, nickname: str = None, user_cardname: str = None, user_avatar: str = None
|
||||
) -> str:
|
||||
"""
|
||||
根据 platform 和 user_id 获取 person_id。
|
||||
如果对应的用户不存在，则使用提供的可选信息创建新用户。
|
||||
"""
|
||||
person_id = self.get_person_id(platform, user_id)
|
||||
|
||||
def _db_check_exists_sync(p_id: str):
|
||||
return PersonInfo.get_or_none(PersonInfo.person_id == p_id)
|
||||
|
||||
record = await asyncio.to_thread(_db_check_exists_sync, person_id)
|
||||
|
||||
if record is None:
|
||||
logger.info(f"用户 {platform}:{user_id} (person_id: {person_id}) 不存在，将创建新记录 (Peewee)。")
|
||||
initial_data = {
|
||||
"platform": platform,
|
||||
"user_id": str(user_id),
|
||||
"nickname": nickname,
|
||||
"know_time": int(datetime.datetime.now().timestamp()), # 修正拼写：konw_time -> know_time
|
||||
}
|
||||
model_fields = PersonInfo._meta.fields.keys()
|
||||
filtered_initial_data = {k: v for k, v in initial_data.items() if v is not None and k in model_fields}
|
||||
|
||||
await self.create_person_info(person_id, data=filtered_initial_data)
|
||||
logger.debug(f"已为 {person_id} 创建新记录，初始数据 (filtered for model): {filtered_initial_data}")
|
||||
|
||||
return person_id
|
||||
|
||||
async def get_person_info_by_name(self, person_name: str) -> dict | None:
|
||||
"""根据 person_name 查找用户并返回基本信息 (如果找到)"""
|
||||
if not person_name:
|
||||
logger.debug("get_person_info_by_name 获取失败：person_name 不能为空")
|
||||
return None
|
||||
|
||||
found_person_id = None
|
||||
for pid, name_in_cache in self.person_name_list.items():
|
||||
if name_in_cache == person_name:
|
||||
found_person_id = pid
|
||||
break
|
||||
|
||||
if not found_person_id:
|
||||
|
||||
def _db_find_by_name_sync(p_name_to_find: str):
|
||||
return PersonInfo.get_or_none(PersonInfo.person_name == p_name_to_find)
|
||||
|
||||
record = await asyncio.to_thread(_db_find_by_name_sync, person_name)
|
||||
if record:
|
||||
found_person_id = record.person_id
|
||||
if (
|
||||
found_person_id not in self.person_name_list
|
||||
or self.person_name_list[found_person_id] != person_name
|
||||
):
|
||||
self.person_name_list[found_person_id] = person_name
|
||||
else:
|
||||
logger.debug(f"数据库中也未找到名为 '{person_name}' 的用户 (Peewee)")
|
||||
return None
|
||||
|
||||
if found_person_id:
|
||||
required_fields = [
|
||||
"person_id",
|
||||
"platform",
|
||||
"user_id",
|
||||
"nickname",
|
||||
"user_cardname",
|
||||
"user_avatar",
|
||||
"person_name",
|
||||
"name_reason",
|
||||
]
|
||||
valid_fields_to_get = [
|
||||
f for f in required_fields if f in PersonInfo._meta.fields or f in person_info_default
|
||||
]
|
||||
|
||||
person_data = await self.get_values(found_person_id, valid_fields_to_get)
|
||||
|
||||
if person_data:
|
||||
final_result = {key: person_data.get(key) for key in required_fields}
|
||||
return final_result
|
||||
else:
|
||||
logger.warning(f"找到了 person_id '{found_person_id}' 但 get_values 返回空 (Peewee)")
|
||||
return None
|
||||
|
||||
logger.error(f"逻辑错误：未能为 '{person_name}' 确定 person_id (Peewee)")
|
||||
return None
|
||||
|
||||
|
||||
person_info_manager = PersonInfoManager()
|
||||
Reference in New Issue
Block a user