better:海马体2.0升级-进度30%
This commit is contained in:
SengokuCola
517
src/plugins/config/config.py
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517
src/plugins/config/config.py
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import os
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from dataclasses import dataclass, field
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from typing import Dict, List, Optional
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import tomli
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from packaging import version
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from packaging.version import Version, InvalidVersion
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from packaging.specifiers import SpecifierSet, InvalidSpecifier
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from src.common.logger import get_module_logger
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logger = get_module_logger("config")
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@dataclass
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class BotConfig:
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"""机器人配置类"""
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INNER_VERSION: Version = None
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MAI_VERSION: Version = None
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# bot
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BOT_QQ: Optional[int] = 114514
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BOT_NICKNAME: Optional[str] = None
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BOT_ALIAS_NAMES: List[str] = field(default_factory=list) # 别名，可以通过这个叫它
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# group
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talk_allowed_groups = set()
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talk_frequency_down_groups = set()
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ban_user_id = set()
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#personality
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PROMPT_PERSONALITY = [
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"用一句话或几句话描述性格特点和其他特征",
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"例如，是一个热爱国家热爱党的新时代好青年",
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"例如，曾经是一个学习地质的女大学生，现在学习心理学和脑科学，你会刷贴吧"
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]
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PERSONALITY_1: float = 0.6 # 第一种人格概率
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PERSONALITY_2: float = 0.3 # 第二种人格概率
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PERSONALITY_3: float = 0.1 # 第三种人格概率
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# schedule
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ENABLE_SCHEDULE_GEN: bool = False # 是否启用日程生成
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PROMPT_SCHEDULE_GEN = "无日程"
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SCHEDULE_DOING_UPDATE_INTERVAL: int = 300 # 日程表更新间隔 单位秒
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# message
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MAX_CONTEXT_SIZE: int = 15 # 上下文最大消息数
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emoji_chance: float = 0.2 # 发送表情包的基础概率
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thinking_timeout: int = 120 # 思考时间
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max_response_length: int = 1024 # 最大回复长度
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ban_words = set()
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ban_msgs_regex = set()
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# willing
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willing_mode: str = "classical" # 意愿模式
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response_willing_amplifier: float = 1.0 # 回复意愿放大系数
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response_interested_rate_amplifier: float = 1.0 # 回复兴趣度放大系数
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down_frequency_rate: float = 3 # 降低回复频率的群组回复意愿降低系数
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emoji_response_penalty: float = 0.0 # 表情包回复惩罚
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# response
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MODEL_R1_PROBABILITY: float = 0.8 # R1模型概率
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MODEL_V3_PROBABILITY: float = 0.1 # V3模型概率
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MODEL_R1_DISTILL_PROBABILITY: float = 0.1 # R1蒸馏模型概率
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# emoji
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EMOJI_CHECK_INTERVAL: int = 120 # 表情包检查间隔（分钟）
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EMOJI_REGISTER_INTERVAL: int = 10 # 表情包注册间隔（分钟）
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EMOJI_SAVE: bool = True # 偷表情包
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EMOJI_CHECK: bool = False # 是否开启过滤
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EMOJI_CHECK_PROMPT: str = "符合公序良俗" # 表情包过滤要求
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# memory
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build_memory_interval: int = 600 # 记忆构建间隔（秒）
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memory_build_distribution: list = field(
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default_factory=lambda: [4,2,0.6,24,8,0.4]
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) # 记忆构建分布，参数：分布1均值，标准差，权重，分布2均值，标准差，权重
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build_memory_sample_num: int = 10 # 记忆构建采样数量
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build_memory_sample_length: int = 20 # 记忆构建采样长度
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memory_compress_rate: float = 0.1 # 记忆压缩率
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forget_memory_interval: int = 600 # 记忆遗忘间隔（秒）
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memory_forget_time: int = 24 # 记忆遗忘时间（小时）
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memory_forget_percentage: float = 0.01 # 记忆遗忘比例
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memory_ban_words: list = field(
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default_factory=lambda: ["表情包", "图片", "回复", "聊天记录"]
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) # 添加新的配置项默认值
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# mood
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mood_update_interval: float = 1.0 # 情绪更新间隔 单位秒
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mood_decay_rate: float = 0.95 # 情绪衰减率
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mood_intensity_factor: float = 0.7 # 情绪强度因子
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# keywords
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keywords_reaction_rules = [] # 关键词回复规则
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# chinese_typo
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chinese_typo_enable = True # 是否启用中文错别字生成器
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chinese_typo_error_rate = 0.03 # 单字替换概率
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chinese_typo_min_freq = 7 # 最小字频阈值
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chinese_typo_tone_error_rate = 0.2 # 声调错误概率
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chinese_typo_word_replace_rate = 0.02 # 整词替换概率
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#response_spliter
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enable_response_spliter = True # 是否启用回复分割器
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response_max_length = 100 # 回复允许的最大长度
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response_max_sentence_num = 3 # 回复允许的最大句子数
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# remote
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remote_enable: bool = True # 是否启用远程控制
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# experimental
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enable_friend_chat: bool = False # 是否启用好友聊天
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enable_think_flow: bool = False # 是否启用思考流程
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# 模型配置
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llm_reasoning: Dict[str, str] = field(default_factory=lambda: {})
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llm_reasoning_minor: Dict[str, str] = field(default_factory=lambda: {})
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llm_normal: Dict[str, str] = field(default_factory=lambda: {})
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llm_topic_judge: Dict[str, str] = field(default_factory=lambda: {})
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llm_summary_by_topic: Dict[str, str] = field(default_factory=lambda: {})
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llm_emotion_judge: Dict[str, str] = field(default_factory=lambda: {})
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embedding: Dict[str, str] = field(default_factory=lambda: {})
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vlm: Dict[str, str] = field(default_factory=lambda: {})
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moderation: Dict[str, str] = field(default_factory=lambda: {})
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# 实验性
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llm_outer_world: Dict[str, str] = field(default_factory=lambda: {})
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llm_sub_heartflow: Dict[str, str] = field(default_factory=lambda: {})
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llm_heartflow: Dict[str, str] = field(default_factory=lambda: {})
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@staticmethod
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def get_config_dir() -> str:
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"""获取配置文件目录"""
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current_dir = os.path.dirname(os.path.abspath(__file__))
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root_dir = os.path.abspath(os.path.join(current_dir, "..", "..", ".."))
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config_dir = os.path.join(root_dir, "config")
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if not os.path.exists(config_dir):
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os.makedirs(config_dir)
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return config_dir
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@classmethod
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def convert_to_specifierset(cls, value: str) -> SpecifierSet:
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"""将 字符串 版本表达式转换成 SpecifierSet
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Args:
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value[str]: 版本表达式(字符串)
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Returns:
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SpecifierSet
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"""
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try:
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converted = SpecifierSet(value)
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except InvalidSpecifier:
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logger.error(f"{value} 分类使用了错误的版本约束表达式\n", "请阅读 https://semver.org/lang/zh-CN/ 修改代码")
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exit(1)
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return converted
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@classmethod
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def get_config_version(cls, toml: dict) -> Version:
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"""提取配置文件的 SpecifierSet 版本数据
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Args:
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toml[dict]: 输入的配置文件字典
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Returns:
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Version
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"""
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if "inner" in toml:
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try:
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config_version: str = toml["inner"]["version"]
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except KeyError as e:
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logger.error("配置文件中 inner 段 不存在, 这是错误的配置文件")
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raise KeyError(f"配置文件中 inner 段 不存在 {e}, 这是错误的配置文件") from e
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else:
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toml["inner"] = {"version": "0.0.0"}
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config_version = toml["inner"]["version"]
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try:
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ver = version.parse(config_version)
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except InvalidVersion as e:
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logger.error(
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"配置文件中 inner段 的 version 键是错误的版本描述\n"
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"请阅读 https://semver.org/lang/zh-CN/ 修改配置，并参考本项目指定的模板进行修改\n"
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"本项目在不同的版本下有不同的模板，请注意识别"
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)
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raise InvalidVersion("配置文件中 inner段 的 version 键是错误的版本描述\n") from e
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return ver
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@classmethod
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def load_config(cls, config_path: str = None) -> "BotConfig":
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"""从TOML配置文件加载配置"""
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config = cls()
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def mai_version(parent: dict):
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mai_version_config = parent["mai_version"]
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version = mai_version_config.get("version")
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version_fix = mai_version_config.get("version-fix")
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config.MAI_VERSION = f"{version}-{version_fix}"
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def personality(parent: dict):
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personality_config = parent["personality"]
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personality = personality_config.get("prompt_personality")
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if len(personality) >= 2:
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logger.debug(f"载入自定义人格:{personality}")
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config.PROMPT_PERSONALITY = personality_config.get("prompt_personality", config.PROMPT_PERSONALITY)
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if config.INNER_VERSION in SpecifierSet(">=0.0.2"):
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config.PERSONALITY_1 = personality_config.get("personality_1_probability", config.PERSONALITY_1)
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config.PERSONALITY_2 = personality_config.get("personality_2_probability", config.PERSONALITY_2)
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config.PERSONALITY_3 = personality_config.get("personality_3_probability", config.PERSONALITY_3)
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def schedule(parent: dict):
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schedule_config = parent["schedule"]
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config.ENABLE_SCHEDULE_GEN = schedule_config.get("enable_schedule_gen", config.ENABLE_SCHEDULE_GEN)
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config.PROMPT_SCHEDULE_GEN = schedule_config.get("prompt_schedule_gen", config.PROMPT_SCHEDULE_GEN)
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config.SCHEDULE_DOING_UPDATE_INTERVAL = schedule_config.get(
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"schedule_doing_update_interval", config.SCHEDULE_DOING_UPDATE_INTERVAL)
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logger.info(
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f"载入自定义日程prompt:{schedule_config.get('prompt_schedule_gen', config.PROMPT_SCHEDULE_GEN)}")
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def emoji(parent: dict):
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emoji_config = parent["emoji"]
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config.EMOJI_CHECK_INTERVAL = emoji_config.get("check_interval", config.EMOJI_CHECK_INTERVAL)
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config.EMOJI_REGISTER_INTERVAL = emoji_config.get("register_interval", config.EMOJI_REGISTER_INTERVAL)
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config.EMOJI_CHECK_PROMPT = emoji_config.get("check_prompt", config.EMOJI_CHECK_PROMPT)
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config.EMOJI_SAVE = emoji_config.get("auto_save", config.EMOJI_SAVE)
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config.EMOJI_CHECK = emoji_config.get("enable_check", config.EMOJI_CHECK)
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def bot(parent: dict):
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# 机器人基础配置
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bot_config = parent["bot"]
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bot_qq = bot_config.get("qq")
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config.BOT_QQ = int(bot_qq)
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config.BOT_NICKNAME = bot_config.get("nickname", config.BOT_NICKNAME)
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if config.INNER_VERSION in SpecifierSet(">=0.0.5"):
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config.BOT_ALIAS_NAMES = bot_config.get("alias_names", config.BOT_ALIAS_NAMES)
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def response(parent: dict):
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response_config = parent["response"]
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config.MODEL_R1_PROBABILITY = response_config.get("model_r1_probability", config.MODEL_R1_PROBABILITY)
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config.MODEL_V3_PROBABILITY = response_config.get("model_v3_probability", config.MODEL_V3_PROBABILITY)
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config.MODEL_R1_DISTILL_PROBABILITY = response_config.get(
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"model_r1_distill_probability", config.MODEL_R1_DISTILL_PROBABILITY
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)
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config.max_response_length = response_config.get("max_response_length", config.max_response_length)
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def willing(parent: dict):
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willing_config = parent["willing"]
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config.willing_mode = willing_config.get("willing_mode", config.willing_mode)
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if config.INNER_VERSION in SpecifierSet(">=0.0.11"):
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config.response_willing_amplifier = willing_config.get(
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"response_willing_amplifier", config.response_willing_amplifier)
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config.response_interested_rate_amplifier = willing_config.get(
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"response_interested_rate_amplifier", config.response_interested_rate_amplifier)
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config.down_frequency_rate = willing_config.get("down_frequency_rate", config.down_frequency_rate)
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config.emoji_response_penalty = willing_config.get(
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"emoji_response_penalty", config.emoji_response_penalty)
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def model(parent: dict):
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# 加载模型配置
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model_config: dict = parent["model"]
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config_list = [
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"llm_reasoning",
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"llm_reasoning_minor",
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"llm_normal",
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"llm_topic_judge",
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"llm_summary_by_topic",
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"llm_emotion_judge",
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"vlm",
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"embedding",
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"moderation",
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"llm_outer_world",
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"llm_sub_heartflow",
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"llm_heartflow",
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]
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for item in config_list:
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if item in model_config:
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cfg_item: dict = model_config[item]
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# base_url 的例子： SILICONFLOW_BASE_URL
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# key 的例子： SILICONFLOW_KEY
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cfg_target = {"name": "", "base_url": "", "key": "", "pri_in": 0, "pri_out": 0}
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if config.INNER_VERSION in SpecifierSet("<=0.0.0"):
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cfg_target = cfg_item
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elif config.INNER_VERSION in SpecifierSet(">=0.0.1"):
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stable_item = ["name", "pri_in", "pri_out"]
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pricing_item = ["pri_in", "pri_out"]
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# 从配置中原始拷贝稳定字段
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for i in stable_item:
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# 如果 字段 属于计费项 且获取不到，那默认值是 0
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if i in pricing_item and i not in cfg_item:
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cfg_target[i] = 0
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else:
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# 没有特殊情况则原样复制
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try:
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cfg_target[i] = cfg_item[i]
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except KeyError as e:
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logger.error(f"{item} 中的必要字段不存在，请检查")
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raise KeyError(f"{item} 中的必要字段 {e} 不存在，请检查") from e
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provider = cfg_item.get("provider")
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if provider is None:
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logger.error(f"provider 字段在模型配置 {item} 中不存在，请检查")
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raise KeyError(f"provider 字段在模型配置 {item} 中不存在，请检查")
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cfg_target["base_url"] = f"{provider}_BASE_URL"
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cfg_target["key"] = f"{provider}_KEY"
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# 如果 列表中的项目在 model_config 中，利用反射来设置对应项目
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setattr(config, item, cfg_target)
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else:
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logger.error(f"模型 {item} 在config中不存在，请检查，或尝试更新配置文件")
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raise KeyError(f"模型 {item} 在config中不存在，请检查，或尝试更新配置文件")
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def message(parent: dict):
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msg_config = parent["message"]
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config.MAX_CONTEXT_SIZE = msg_config.get("max_context_size", config.MAX_CONTEXT_SIZE)
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config.emoji_chance = msg_config.get("emoji_chance", config.emoji_chance)
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config.ban_words = msg_config.get("ban_words", config.ban_words)
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if config.INNER_VERSION in SpecifierSet(">=0.0.2"):
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config.thinking_timeout = msg_config.get("thinking_timeout", config.thinking_timeout)
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config.response_willing_amplifier = msg_config.get(
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"response_willing_amplifier", config.response_willing_amplifier
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)
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config.response_interested_rate_amplifier = msg_config.get(
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"response_interested_rate_amplifier", config.response_interested_rate_amplifier
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)
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config.down_frequency_rate = msg_config.get("down_frequency_rate", config.down_frequency_rate)
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if config.INNER_VERSION in SpecifierSet(">=0.0.6"):
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config.ban_msgs_regex = msg_config.get("ban_msgs_regex", config.ban_msgs_regex)
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if config.INNER_VERSION in SpecifierSet(">=0.0.11"):
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config.max_response_length = msg_config.get("max_response_length", config.max_response_length)
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def memory(parent: dict):
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memory_config = parent["memory"]
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config.build_memory_interval = memory_config.get("build_memory_interval", config.build_memory_interval)
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config.forget_memory_interval = memory_config.get("forget_memory_interval", config.forget_memory_interval)
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# 在版本 >= 0.0.4 时才处理新增的配置项
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if config.INNER_VERSION in SpecifierSet(">=0.0.4"):
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config.memory_ban_words = set(memory_config.get("memory_ban_words", []))
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if config.INNER_VERSION in SpecifierSet(">=0.0.7"):
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config.memory_forget_time = memory_config.get("memory_forget_time", config.memory_forget_time)
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config.memory_forget_percentage = memory_config.get(
|
||||
"memory_forget_percentage", config.memory_forget_percentage
|
||||
)
|
||||
config.memory_compress_rate = memory_config.get("memory_compress_rate", config.memory_compress_rate)
|
||||
if config.INNER_VERSION in SpecifierSet(">=0.0.11"):
|
||||
config.memory_build_distribution = memory_config.get(
|
||||
"memory_build_distribution",
|
||||
config.memory_build_distribution
|
||||
)
|
||||
config.build_memory_sample_num = memory_config.get(
|
||||
"build_memory_sample_num",
|
||||
config.build_memory_sample_num
|
||||
)
|
||||
config.build_memory_sample_length = memory_config.get(
|
||||
"build_memory_sample_length",
|
||||
config.build_memory_sample_length
|
||||
)
|
||||
|
||||
|
||||
def remote(parent: dict):
|
||||
remote_config = parent["remote"]
|
||||
config.remote_enable = remote_config.get("enable", config.remote_enable)
|
||||
|
||||
def mood(parent: dict):
|
||||
mood_config = parent["mood"]
|
||||
config.mood_update_interval = mood_config.get("mood_update_interval", config.mood_update_interval)
|
||||
config.mood_decay_rate = mood_config.get("mood_decay_rate", config.mood_decay_rate)
|
||||
config.mood_intensity_factor = mood_config.get("mood_intensity_factor", config.mood_intensity_factor)
|
||||
|
||||
def keywords_reaction(parent: dict):
|
||||
keywords_reaction_config = parent["keywords_reaction"]
|
||||
if keywords_reaction_config.get("enable", False):
|
||||
config.keywords_reaction_rules = keywords_reaction_config.get("rules", config.keywords_reaction_rules)
|
||||
|
||||
def chinese_typo(parent: dict):
|
||||
chinese_typo_config = parent["chinese_typo"]
|
||||
config.chinese_typo_enable = chinese_typo_config.get("enable", config.chinese_typo_enable)
|
||||
config.chinese_typo_error_rate = chinese_typo_config.get("error_rate", config.chinese_typo_error_rate)
|
||||
config.chinese_typo_min_freq = chinese_typo_config.get("min_freq", config.chinese_typo_min_freq)
|
||||
config.chinese_typo_tone_error_rate = chinese_typo_config.get(
|
||||
"tone_error_rate", config.chinese_typo_tone_error_rate
|
||||
)
|
||||
config.chinese_typo_word_replace_rate = chinese_typo_config.get(
|
||||
"word_replace_rate", config.chinese_typo_word_replace_rate
|
||||
)
|
||||
|
||||
def response_spliter(parent: dict):
|
||||
response_spliter_config = parent["response_spliter"]
|
||||
config.enable_response_spliter = response_spliter_config.get(
|
||||
"enable_response_spliter", config.enable_response_spliter)
|
||||
config.response_max_length = response_spliter_config.get("response_max_length", config.response_max_length)
|
||||
config.response_max_sentence_num = response_spliter_config.get(
|
||||
"response_max_sentence_num", config.response_max_sentence_num)
|
||||
|
||||
def groups(parent: dict):
|
||||
groups_config = parent["groups"]
|
||||
config.talk_allowed_groups = set(groups_config.get("talk_allowed", []))
|
||||
config.talk_frequency_down_groups = set(groups_config.get("talk_frequency_down", []))
|
||||
config.ban_user_id = set(groups_config.get("ban_user_id", []))
|
||||
|
||||
def experimental(parent: dict):
|
||||
experimental_config = parent["experimental"]
|
||||
config.enable_friend_chat = experimental_config.get("enable_friend_chat", config.enable_friend_chat)
|
||||
config.enable_think_flow = experimental_config.get("enable_think_flow", config.enable_think_flow)
|
||||
|
||||
# 版本表达式：>=1.0.0,<2.0.0
|
||||
# 允许字段：func: method, support: str, notice: str, necessary: bool
|
||||
# 如果使用 notice 字段，在该组配置加载时，会展示该字段对用户的警示
|
||||
# 例如："notice": "personality 将在 1.3.2 后被移除"，那么在有效版本中的用户就会虽然可以
|
||||
# 正常执行程序，但是会看到这条自定义提示
|
||||
include_configs = {
|
||||
"bot": {"func": bot, "support": ">=0.0.0"},
|
||||
"mai_version": {"func": mai_version, "support": ">=0.0.11"},
|
||||
"groups": {"func": groups, "support": ">=0.0.0"},
|
||||
"personality": {"func": personality, "support": ">=0.0.0"},
|
||||
"schedule": {"func": schedule, "support": ">=0.0.11", "necessary": False},
|
||||
"message": {"func": message, "support": ">=0.0.0"},
|
||||
"willing": {"func": willing, "support": ">=0.0.9", "necessary": False},
|
||||
"emoji": {"func": emoji, "support": ">=0.0.0"},
|
||||
"response": {"func": response, "support": ">=0.0.0"},
|
||||
"model": {"func": model, "support": ">=0.0.0"},
|
||||
"memory": {"func": memory, "support": ">=0.0.0", "necessary": False},
|
||||
"mood": {"func": mood, "support": ">=0.0.0"},
|
||||
"remote": {"func": remote, "support": ">=0.0.10", "necessary": False},
|
||||
"keywords_reaction": {"func": keywords_reaction, "support": ">=0.0.2", "necessary": False},
|
||||
"chinese_typo": {"func": chinese_typo, "support": ">=0.0.3", "necessary": False},
|
||||
"response_spliter": {"func": response_spliter, "support": ">=0.0.11", "necessary": False},
|
||||
"experimental": {"func": experimental, "support": ">=0.0.11", "necessary": False},
|
||||
}
|
||||
|
||||
# 原地修改，将 字符串版本表达式 转换成 版本对象
|
||||
for key in include_configs:
|
||||
item_support = include_configs[key]["support"]
|
||||
include_configs[key]["support"] = cls.convert_to_specifierset(item_support)
|
||||
|
||||
if os.path.exists(config_path):
|
||||
with open(config_path, "rb") as f:
|
||||
try:
|
||||
toml_dict = tomli.load(f)
|
||||
except tomli.TOMLDecodeError as e:
|
||||
logger.critical(f"配置文件bot_config.toml填写有误，请检查第{e.lineno}行第{e.colno}处：{e.msg}")
|
||||
exit(1)
|
||||
|
||||
# 获取配置文件版本
|
||||
config.INNER_VERSION = cls.get_config_version(toml_dict)
|
||||
|
||||
# 如果在配置中找到了需要的项，调用对应项的闭包函数处理
|
||||
for key in include_configs:
|
||||
if key in toml_dict:
|
||||
group_specifierset: SpecifierSet = include_configs[key]["support"]
|
||||
|
||||
# 检查配置文件版本是否在支持范围内
|
||||
if config.INNER_VERSION in group_specifierset:
|
||||
# 如果版本在支持范围内，检查是否存在通知
|
||||
if "notice" in include_configs[key]:
|
||||
logger.warning(include_configs[key]["notice"])
|
||||
|
||||
include_configs[key]["func"](toml_dict)
|
||||
|
||||
else:
|
||||
# 如果版本不在支持范围内，崩溃并提示用户
|
||||
logger.error(
|
||||
f"配置文件中的 '{key}' 字段的版本 ({config.INNER_VERSION}) 不在支持范围内。\n"
|
||||
f"当前程序仅支持以下版本范围: {group_specifierset}"
|
||||
)
|
||||
raise InvalidVersion(f"当前程序仅支持以下版本范围: {group_specifierset}")
|
||||
|
||||
# 如果 necessary 项目存在，而且显式声明是 False，进入特殊处理
|
||||
elif "necessary" in include_configs[key] and include_configs[key].get("necessary") is False:
|
||||
# 通过 pass 处理的项虽然直接忽略也是可以的，但是为了不增加理解困难，依然需要在这里显式处理
|
||||
if key == "keywords_reaction":
|
||||
pass
|
||||
|
||||
else:
|
||||
# 如果用户根本没有需要的配置项，提示缺少配置
|
||||
logger.error(f"配置文件中缺少必需的字段: '{key}'")
|
||||
raise KeyError(f"配置文件中缺少必需的字段: '{key}'")
|
||||
|
||||
logger.success(f"成功加载配置文件: {config_path}")
|
||||
|
||||
return config
|
||||
|
||||
|
||||
# 获取配置文件路径
|
||||
bot_config_floder_path = BotConfig.get_config_dir()
|
||||
logger.info(f"正在品鉴配置文件目录: {bot_config_floder_path}")
|
||||
|
||||
bot_config_path = os.path.join(bot_config_floder_path, "bot_config.toml")
|
||||
|
||||
if os.path.exists(bot_config_path):
|
||||
# 如果开发环境配置文件不存在，则使用默认配置文件
|
||||
logger.info(f"异常的新鲜，异常的美味: {bot_config_path}")
|
||||
else:
|
||||
# 配置文件不存在
|
||||
logger.error("配置文件不存在，请检查路径: {bot_config_path}")
|
||||
raise FileNotFoundError(f"配置文件不存在: {bot_config_path}")
|
||||
|
||||
global_config = BotConfig.load_config(config_path=bot_config_path)
|
||||
Reference in New Issue
Block a user