# -*- coding: utf-8 -*- """ 数据库状态 """ from datetime import datetime from typing import Dict, List from pydantic import TypeAdapter from pydantic_ai import ModelMessage, ModelMessagesTypeAdapter import reflex as rx from sqlalchemy import desc from sqlmodel import select, update from application.models import ( CaptchaRecord, Conversation, ConversationRecord, Dialog, DialogRecord, RunResultRecord, ThoughtNode, UserRecord, ) from datetime import datetime # 思考节点领域模型类型适配器 ThoughtNodeTypeAdapter = TypeAdapter(dict[int, ThoughtNode]) class DatabaseState(rx.State): """ 数据库状态 """ async def create_captcha_record(self, email: str) -> str: """ 创建验证码记录 :param email: 邮箱 :return: 所创建记录的验证码 """ async with rx.asession() as session: # 前置操作:将该邮箱有效且未核验的验证码记录设置为无效 await session.exec( update(CaptchaRecord) .where( CaptchaRecord.email == email, # type: ignore CaptchaRecord.is_valid == True, # type: ignore CaptchaRecord.is_verified == False, # type: ignore ) .values(is_valid=False) ) await session.flush() # 创建记录 record = CaptchaRecord( email=email, ) session.add(record) await session.commit() await session.refresh(record) return record.captcha async def verify_captcha(self, email: str, captcha: str) -> bool: """ 核验验证码 :param email: 邮箱 :param captcha: 验证码 :return: 是否核验成功,True 表示核验成功,False 表示核验失败(根据邮箱和验证码未找到有效且未核验的记录,或失效) """ async with rx.asession() as session: result = await session.exec( select(CaptchaRecord).where( CaptchaRecord.email == email, CaptchaRecord.captcha == captcha, CaptchaRecord.is_valid == True, CaptchaRecord.is_verified == False, CaptchaRecord.expired_at > datetime.now(), # 不区分是否过期 ) ) record = result.first() if not record: return False record.is_verified = True await session.commit() await session.refresh(record) return True async def create_user_record(self, email: str) -> str: """ 创建用户记录 :param email: 邮箱 :return: 创建用户记录的唯一标识 """ async with rx.asession() as session: result = await session.exec( select(UserRecord).where(UserRecord.email == email) ) record = result.first() # 若记录存在则返回用户唯一标识,否则创建并返回所创建记录的用户唯一标识 if record: return record.id record = UserRecord(email=email) session.add(record) await session.commit() await session.refresh(record) return record.id async def get_conversations(self, user_id: str) -> Dict[str, Conversation]: """ 获取会话字典 :param user_id: 用户唯一标识 :return: 会话字典 """ records: Dict[str, Conversation] = {} async with rx.asession() as session: result = await session.exec( select(ConversationRecord, DialogRecord) .outerjoin( DialogRecord, ConversationRecord.id == DialogRecord.conversation_id, # type: ignore ) .where( ConversationRecord.user_id == user_id, ConversationRecord.is_deleted == False, ) .order_by(ConversationRecord.id, DialogRecord.id) ) for conversation, dialog in result.all(): record = records.setdefault( conversation.id, Conversation( description=conversation.description, created_at=conversation.created_at, ), ) if not dialog: continue record.dialogs[dialog.id] = Dialog( question=dialog.question, thought_nodes=ThoughtNodeTypeAdapter.validate_python( dialog.thought_nodes ), answer=dialog.answer, ) return records async def create_conversations_record( self, user_id: str, description: str = "新会话" ) -> tuple[str, datetime]: """ 创建会话记录 :param user_id: 用户唯一标识 :param description: 会话描述 :return: 创建会话记录的唯一标识和创建时间 """ async with rx.asession() as session: record = ConversationRecord(user_id=user_id, description=description) session.add(record) await session.commit() await session.refresh(record) return record.id, record.created_at async def delete_conversations_record(self, conversation_id: str) -> None: """ 逻辑删除会话记录 :param conversation_id: 指定会话记录唯一标识 :return: None """ async with rx.asession() as session: record = await session.get(ConversationRecord, conversation_id) if not record: return record.is_deleted = True await session.commit() async def create_dialogs_record(self, conversation_id: str, question: str) -> str: """ 创建对话记录 :param conversation_id: 会话唯一标识 :param question: 问题 :return: 创建对话记录的唯一标识 """ async with rx.asession() as session: record = DialogRecord( conversation_id=conversation_id, question=question, ) session.add(record) await session.commit() await session.refresh(record) return record.id async def update_dialog_record( self, dialog_id: str, thought_nodes: dict[int, ThoughtNode], answer: str, ) -> None: """ 更新对话记录 :param dialog_id: 对话唯一标识 :param thought_nodes: 思考节点列表 :param answer: 回答 :return: None """ async with rx.asession() as session: record = await session.get(DialogRecord, dialog_id) if not record: return record.thought_nodes = ThoughtNodeTypeAdapter.dump_python( {k: v for k, v in thought_nodes.items()} ) record.answer = answer await session.commit() async def create_run_result_record( self, conversation_id: str, dialog_id: str, new_messages: List[ModelMessage], ) -> None: """ 创建运行结果记录 :param conversation_id: 会话唯一标识 :param dialog_id: 对话唯一标识 :param new_messages: 新增消息 :return: None """ async with rx.asession() as session: session.add( RunResultRecord( conversation_id=conversation_id, dialog_id=dialog_id, new_messages=ModelMessagesTypeAdapter.dump_json( new_messages ).decode( "utf-8" ), # 序列化为 JSON 字符串 ) ) await session.commit() async def retrieve_message_history( self, conversation_id: str ) -> List[ModelMessage]: """ 获取消息历史 :param conversation_id: 会话唯一标识 :return: 消息历史 """ records: List[ModelMessage] = [] async with rx.asession() as session: result = await session.exec( select(RunResultRecord) .where(RunResultRecord.conversation_id == conversation_id) .order_by(desc(RunResultRecord.dialog_id)) ) for record in result.all(): records.extend( ModelMessagesTypeAdapter.validate_json(record.new_messages) ) return records