LongArticleTaskServer/app/core/config/settings/cold_start.py

from pydantic import Field
from pydantic_settings import BaseSettings, SettingsConfigDict
from typing import Dict


class ColdStartConfig(BaseSettings):
    """冷启动配置"""

    # 分类映射
    cold_start_category_map: Dict[str, str] = Field(
        default_factory=lambda: {
            "知识科普": "20250813032110801233225",
            "国家大事": "20250813032845706844854",
            "历史人物": "20250813033415138644740",
            "奇闻趣事": "20250813033056703155233",
            "名人八卦": "20250813033257335290696",
            "怀旧时光": "20250813033536622149424",
            "情感故事": "20250813033605574986309",
            "社会法治": "20250813033829272898432",
            "现代人物": "20250813034015084388155",
            "社会现象": "20250813034056506771309",
            "健康养生": "20250813034120792523588",
            "家长里短": "20250813034159621236902",
            "军事历史": "20250813034227997109122",
            "财经科技": "20250813034253336624837",
            "政治新闻": "20250813034320561348119",
        }
    )

    # 输入源映射
    input_source_map: Dict[str, int] = Field(
        default_factory=lambda: {"weixin": 5, "toutiao": 6}
    )

    # 冷启动分品类阈值
    category_threshold_map: Dict[str, Dict[str, float]] = {
        "知识科普": {
            "num": 100,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "军事历史": {
            "num": 50,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "家长里短": {
            "num": 100,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "社会法治": {
            "num": 100,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "奇闻趣事": {
            "num": 150,
            "read_threshold": 500,
            "read_times_threshold": 1.4,
        },
        "名人八卦": {
            "num": 200,
            "read_threshold": 3000,
            "read_times_threshold": 1.4,
        },
        "健康养生": {
            "num": 100,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "情感故事": {
            "num": 200,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "国家大事": {
            "num": 200,
            "read_threshold": 3000,
            "read_times_threshold": 1.3,
        },
        "现代人物": {
            "num": 100,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "怀旧时光": {
            "num": 100,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "政治新闻": {
            "num": 100,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "历史人物": {
            "num": 100,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "社会现象": {
            "num": 200,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
        "财经科技": {
            "num": 100,
            "read_threshold": 500,
            "read_times_threshold": 1.3,
        },
    }

    model_config = SettingsConfigDict(
        env_prefix="COLD_START_", env_file=".env", case_sensitive=False, extra="ignore"
    )