初始化
This commit is contained in:
479
src/config/config.py
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479
src/config/config.py
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import os
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import tomlkit
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import shutil
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import sys
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from datetime import datetime
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from tomlkit import TOMLDocument
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from tomlkit.items import Table, KeyType
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from dataclasses import field, dataclass
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from rich.traceback import install
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from typing import List, Optional
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from src.common.logger import get_logger
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from src.config.config_base import ConfigBase
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from src.config.official_configs import (
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DatabaseConfig,
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BotConfig,
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PersonalityConfig,
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ExpressionConfig,
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ChatConfig,
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NormalChatConfig,
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EmojiConfig,
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MemoryConfig,
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MoodConfig,
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KeywordReactionConfig,
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ChineseTypoConfig,
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ResponsePostProcessConfig,
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ResponseSplitterConfig,
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TelemetryConfig,
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ExperimentalConfig,
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MessageReceiveConfig,
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MaimMessageConfig,
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LPMMKnowledgeConfig,
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RelationshipConfig,
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ToolConfig,
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VoiceConfig,
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DebugConfig,
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CustomPromptConfig,
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)
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from .api_ada_configs import (
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ModelTaskConfig,
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ModelInfo,
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APIProvider,
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)
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install(extra_lines=3)
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# 配置主程序日志格式
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logger = get_logger("config")
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# 获取当前文件所在目录的父目录的父目录(即MaiBot项目根目录)
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PROJECT_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), "..", ".."))
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CONFIG_DIR = os.path.join(PROJECT_ROOT, "config")
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TEMPLATE_DIR = os.path.join(PROJECT_ROOT, "template")
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# 考虑到,实际上配置文件中的mai_version是不会自动更新的,所以采用硬编码
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# 对该字段的更新,请严格参照语义化版本规范:https://semver.org/lang/zh-CN/
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MMC_VERSION = "0.10.0-snapshot.5"
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def get_key_comment(toml_table, key):
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# 获取key的注释(如果有)
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if hasattr(toml_table, "trivia") and hasattr(toml_table.trivia, "comment"):
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return toml_table.trivia.comment
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if hasattr(toml_table, "value") and isinstance(toml_table.value, dict):
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item = toml_table.value.get(key)
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if item is not None and hasattr(item, "trivia"):
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return item.trivia.comment
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if hasattr(toml_table, "keys"):
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for k in toml_table.keys():
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if isinstance(k, KeyType) and k.key == key:
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return k.trivia.comment
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return None
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def compare_dicts(new, old, path=None, logs=None):
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# 递归比较两个dict,找出新增和删减项,收集注释
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if path is None:
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path = []
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if logs is None:
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logs = []
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# 新增项
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for key in new:
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if key == "version":
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continue
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if key not in old:
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comment = get_key_comment(new, key)
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logs.append(f"新增: {'.'.join(path + [str(key)])} 注释: {comment or '无'}")
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elif isinstance(new[key], (dict, Table)) and isinstance(old.get(key), (dict, Table)):
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compare_dicts(new[key], old[key], path + [str(key)], logs)
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# 删减项
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for key in old:
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if key == "version":
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continue
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if key not in new:
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comment = get_key_comment(old, key)
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logs.append(f"删减: {'.'.join(path + [str(key)])} 注释: {comment or '无'}")
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return logs
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def get_value_by_path(d, path):
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for k in path:
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if isinstance(d, dict) and k in d:
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d = d[k]
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else:
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return None
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return d
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def set_value_by_path(d, path, value):
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for k in path[:-1]:
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if k not in d or not isinstance(d[k], dict):
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d[k] = {}
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d = d[k]
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d[path[-1]] = value
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def compare_default_values(new, old, path=None, logs=None, changes=None):
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# 递归比较两个dict,找出默认值变化项
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if path is None:
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path = []
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if logs is None:
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logs = []
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if changes is None:
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changes = []
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for key in new:
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if key == "version":
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continue
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if key in old:
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if isinstance(new[key], (dict, Table)) and isinstance(old[key], (dict, Table)):
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compare_default_values(new[key], old[key], path + [str(key)], logs, changes)
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elif new[key] != old[key]:
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logs.append(f"默认值变化: {'.'.join(path + [str(key)])} 旧默认值: {old[key]} 新默认值: {new[key]}")
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changes.append((path + [str(key)], old[key], new[key]))
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return logs, changes
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def _get_version_from_toml(toml_path) -> Optional[str]:
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"""从TOML文件中获取版本号"""
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if not os.path.exists(toml_path):
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return None
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with open(toml_path, "r", encoding="utf-8") as f:
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doc = tomlkit.load(f)
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if "inner" in doc and "version" in doc["inner"]: # type: ignore
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return doc["inner"]["version"] # type: ignore
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return None
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def _version_tuple(v):
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"""将版本字符串转换为元组以便比较"""
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if v is None:
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return (0,)
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return tuple(int(x) if x.isdigit() else 0 for x in str(v).replace("v", "").split("-")[0].split("."))
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def _update_dict(target: TOMLDocument | dict | Table, source: TOMLDocument | dict):
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"""
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将source字典的值更新到target字典中(如果target中存在相同的键)
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"""
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for key, value in source.items():
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# 跳过version字段的更新
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if key == "version":
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continue
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if key in target:
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target_value = target[key]
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if isinstance(value, dict) and isinstance(target_value, (dict, Table)):
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_update_dict(target_value, value)
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else:
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try:
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# 对数组类型进行特殊处理
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if isinstance(value, list):
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# 如果是空数组,确保它保持为空数组
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target[key] = tomlkit.array(str(value)) if value else tomlkit.array()
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else:
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# 其他类型使用item方法创建新值
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target[key] = tomlkit.item(value)
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except (TypeError, ValueError):
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# 如果转换失败,直接赋值
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target[key] = value
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def _update_config_generic(config_name: str, template_name: str):
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"""
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通用的配置文件更新函数
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Args:
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config_name: 配置文件名(不含扩展名),如 'bot_config' 或 'model_config'
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template_name: 模板文件名(不含扩展名),如 'bot_config_template' 或 'model_config_template'
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"""
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# 获取根目录路径
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old_config_dir = os.path.join(CONFIG_DIR, "old")
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compare_dir = os.path.join(TEMPLATE_DIR, "compare")
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# 定义文件路径
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template_path = os.path.join(TEMPLATE_DIR, f"{template_name}.toml")
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old_config_path = os.path.join(CONFIG_DIR, f"{config_name}.toml")
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new_config_path = os.path.join(CONFIG_DIR, f"{config_name}.toml")
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compare_path = os.path.join(compare_dir, f"{template_name}.toml")
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# 创建compare目录(如果不存在)
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os.makedirs(compare_dir, exist_ok=True)
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template_version = _get_version_from_toml(template_path)
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compare_version = _get_version_from_toml(compare_path)
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# 检查配置文件是否存在
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if not os.path.exists(old_config_path):
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logger.info(f"{config_name}.toml配置文件不存在,从模板创建新配置")
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os.makedirs(CONFIG_DIR, exist_ok=True) # 创建文件夹
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shutil.copy2(template_path, old_config_path) # 复制模板文件
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logger.info(f"已创建新{config_name}配置文件,请填写后重新运行: {old_config_path}")
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# 新创建配置文件,退出
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sys.exit(0)
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compare_config = None
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new_config = None
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old_config = None
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# 先读取 compare 下的模板(如果有),用于默认值变动检测
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if os.path.exists(compare_path):
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with open(compare_path, "r", encoding="utf-8") as f:
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compare_config = tomlkit.load(f)
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# 读取当前模板
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with open(template_path, "r", encoding="utf-8") as f:
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new_config = tomlkit.load(f)
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# 检查默认值变化并处理(只有 compare_config 存在时才做)
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if compare_config:
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# 读取旧配置
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with open(old_config_path, "r", encoding="utf-8") as f:
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old_config = tomlkit.load(f)
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logs, changes = compare_default_values(new_config, compare_config)
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if logs:
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logger.info(f"检测到{config_name}模板默认值变动如下:")
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for log in logs:
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logger.info(log)
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# 检查旧配置是否等于旧默认值,如果是则更新为新默认值
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for path, old_default, new_default in changes:
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old_value = get_value_by_path(old_config, path)
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if old_value == old_default:
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set_value_by_path(old_config, path, new_default)
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logger.info(
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f"已自动将{config_name}配置 {'.'.join(path)} 的值从旧默认值 {old_default} 更新为新默认值 {new_default}"
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)
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else:
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logger.info(f"未检测到{config_name}模板默认值变动")
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# 检查 compare 下没有模板,或新模板版本更高,则复制
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if not os.path.exists(compare_path):
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shutil.copy2(template_path, compare_path)
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logger.info(f"已将{config_name}模板文件复制到: {compare_path}")
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elif _version_tuple(template_version) > _version_tuple(compare_version):
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shutil.copy2(template_path, compare_path)
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logger.info(f"{config_name}模板版本较新,已替换compare下的模板: {compare_path}")
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else:
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logger.debug(f"compare下的{config_name}模板版本不低于当前模板,无需替换: {compare_path}")
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# 读取旧配置文件和模板文件(如果前面没读过 old_config,这里再读一次)
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if old_config is None:
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with open(old_config_path, "r", encoding="utf-8") as f:
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old_config = tomlkit.load(f)
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# new_config 已经读取
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# 检查version是否相同
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if old_config and "inner" in old_config and "inner" in new_config:
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old_version = old_config["inner"].get("version") # type: ignore
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new_version = new_config["inner"].get("version") # type: ignore
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if old_version and new_version and old_version == new_version:
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logger.info(f"检测到{config_name}配置文件版本号相同 (v{old_version}),跳过更新")
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return
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else:
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logger.info(
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f"\n----------------------------------------\n检测到{config_name}版本号不同: 旧版本 v{old_version} -> 新版本 v{new_version}\n----------------------------------------"
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)
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else:
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logger.info(f"已有{config_name}配置文件未检测到版本号,可能是旧版本。将进行更新")
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# 创建old目录(如果不存在)
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os.makedirs(old_config_dir, exist_ok=True) # 生成带时间戳的新文件名
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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old_backup_path = os.path.join(old_config_dir, f"{config_name}_{timestamp}.toml")
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# 移动旧配置文件到old目录
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shutil.move(old_config_path, old_backup_path)
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logger.info(f"已备份旧{config_name}配置文件到: {old_backup_path}")
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# 复制模板文件到配置目录
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shutil.copy2(template_path, new_config_path)
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logger.info(f"已创建新{config_name}配置文件: {new_config_path}")
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# 输出新增和删减项及注释
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if old_config:
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logger.info(f"{config_name}配置项变动如下:\n----------------------------------------")
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if logs := compare_dicts(new_config, old_config):
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for log in logs:
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logger.info(log)
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else:
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logger.info("无新增或删减项")
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# 将旧配置的值更新到新配置中
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logger.info(f"开始合并{config_name}新旧配置...")
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_update_dict(new_config, old_config)
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# 保存更新后的配置(保留注释和格式)
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with open(new_config_path, "w", encoding="utf-8") as f:
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f.write(tomlkit.dumps(new_config))
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logger.info(f"{config_name}配置文件更新完成,建议检查新配置文件中的内容,以免丢失重要信息")
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def update_config():
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"""更新bot_config.toml配置文件"""
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_update_config_generic("bot_config", "bot_config_template")
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def update_model_config():
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"""更新model_config.toml配置文件"""
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_update_config_generic("model_config", "model_config_template")
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@dataclass
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class Config(ConfigBase):
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"""总配置类"""
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MMC_VERSION: str = field(default=MMC_VERSION, repr=False, init=False) # 硬编码的版本信息
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database: DatabaseConfig
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bot: BotConfig
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personality: PersonalityConfig
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relationship: RelationshipConfig
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chat: ChatConfig
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message_receive: MessageReceiveConfig
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normal_chat: NormalChatConfig
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emoji: EmojiConfig
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expression: ExpressionConfig
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memory: MemoryConfig
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mood: MoodConfig
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keyword_reaction: KeywordReactionConfig
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chinese_typo: ChineseTypoConfig
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response_post_process: ResponsePostProcessConfig
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response_splitter: ResponseSplitterConfig
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telemetry: TelemetryConfig
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experimental: ExperimentalConfig
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maim_message: MaimMessageConfig
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lpmm_knowledge: LPMMKnowledgeConfig
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tool: ToolConfig
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debug: DebugConfig
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custom_prompt: CustomPromptConfig
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voice: VoiceConfig
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@dataclass
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class APIAdapterConfig(ConfigBase):
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"""API Adapter配置类"""
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models: List[ModelInfo]
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"""模型列表"""
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model_task_config: ModelTaskConfig
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"""模型任务配置"""
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api_providers: List[APIProvider] = field(default_factory=list)
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"""API提供商列表"""
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def __post_init__(self):
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if not self.models:
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raise ValueError("模型列表不能为空,请在配置中设置有效的模型列表。")
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if not self.api_providers:
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raise ValueError("API提供商列表不能为空,请在配置中设置有效的API提供商列表。")
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# 检查API提供商名称是否重复
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provider_names = [provider.name for provider in self.api_providers]
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if len(provider_names) != len(set(provider_names)):
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raise ValueError("API提供商名称存在重复,请检查配置文件。")
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# 检查模型名称是否重复
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model_names = [model.name for model in self.models]
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if len(model_names) != len(set(model_names)):
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raise ValueError("模型名称存在重复,请检查配置文件。")
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self.api_providers_dict = {provider.name: provider for provider in self.api_providers}
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self.models_dict = {model.name: model for model in self.models}
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for model in self.models:
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if not model.model_identifier:
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raise ValueError(f"模型 '{model.name}' 的 model_identifier 不能为空")
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if not model.api_provider or model.api_provider not in self.api_providers_dict:
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raise ValueError(f"模型 '{model.name}' 的 api_provider '{model.api_provider}' 不存在")
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def get_model_info(self, model_name: str) -> ModelInfo:
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"""根据模型名称获取模型信息"""
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if not model_name:
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raise ValueError("模型名称不能为空")
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if model_name not in self.models_dict:
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raise KeyError(f"模型 '{model_name}' 不存在")
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return self.models_dict[model_name]
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def get_provider(self, provider_name: str) -> APIProvider:
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"""根据提供商名称获取API提供商信息"""
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if not provider_name:
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raise ValueError("API提供商名称不能为空")
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if provider_name not in self.api_providers_dict:
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raise KeyError(f"API提供商 '{provider_name}' 不存在")
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return self.api_providers_dict[provider_name]
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def load_config(config_path: str) -> Config:
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"""
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加载配置文件
|
||||
Args:
|
||||
config_path: 配置文件路径
|
||||
Returns:
|
||||
Config对象
|
||||
"""
|
||||
# 读取配置文件
|
||||
with open(config_path, "r", encoding="utf-8") as f:
|
||||
config_data = tomlkit.load(f)
|
||||
|
||||
# 创建Config对象
|
||||
try:
|
||||
return Config.from_dict(config_data)
|
||||
except Exception as e:
|
||||
logger.critical("配置文件解析失败")
|
||||
raise e
|
||||
|
||||
|
||||
def api_ada_load_config(config_path: str) -> APIAdapterConfig:
|
||||
"""
|
||||
加载API适配器配置文件
|
||||
Args:
|
||||
config_path: 配置文件路径
|
||||
Returns:
|
||||
APIAdapterConfig对象
|
||||
"""
|
||||
# 读取配置文件
|
||||
with open(config_path, "r", encoding="utf-8") as f:
|
||||
config_data = tomlkit.load(f)
|
||||
|
||||
# 创建APIAdapterConfig对象
|
||||
try:
|
||||
return APIAdapterConfig.from_dict(config_data)
|
||||
except Exception as e:
|
||||
logger.critical("API适配器配置文件解析失败")
|
||||
raise e
|
||||
|
||||
|
||||
# 获取配置文件路径
|
||||
logger.info(f"MaiCore当前版本: {MMC_VERSION}")
|
||||
update_config()
|
||||
update_model_config()
|
||||
|
||||
logger.info("正在品鉴配置文件...")
|
||||
global_config = load_config(config_path=os.path.join(CONFIG_DIR, "bot_config.toml"))
|
||||
model_config = api_ada_load_config(config_path=os.path.join(CONFIG_DIR, "model_config.toml"))
|
||||
|
||||
# 初始化数据库连接
|
||||
logger.info("正在初始化数据库连接...")
|
||||
from src.common.database.database import initialize_sql_database
|
||||
try:
|
||||
initialize_sql_database(global_config.database)
|
||||
logger.info(f"数据库连接初始化成功,使用 {global_config.database.database_type} 数据库")
|
||||
except Exception as e:
|
||||
logger.error(f"数据库连接初始化失败: {e}")
|
||||
raise e
|
||||
|
||||
# 初始化数据库表结构
|
||||
logger.info("正在初始化数据库表结构...")
|
||||
from src.common.database.sqlalchemy_models import initialize_database as init_db
|
||||
try:
|
||||
init_db()
|
||||
logger.info("数据库表结构初始化完成")
|
||||
except Exception as e:
|
||||
logger.error(f"数据库表结构初始化失败: {e}")
|
||||
raise e
|
||||
|
||||
logger.info("非常的新鲜,非常的美味!")
|
||||
Reference in New Issue
Block a user