185 lines
4.3 KiB
Python
185 lines
4.3 KiB
Python
# -*- coding: utf-8 -*-
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"""
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面向 reflex.state 的类
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"""
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from enum import StrEnum
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from typing import Any
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from datetime import datetime
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from pydantic import BaseModel, Field, TypeAdapter
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from pydantic_ai import RunUsage
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from pydantic_ai._uuid import uuid7
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from pydantic_ai.usage import UsageLimits
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class MessageType(StrEnum):
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"""
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消息类型枚举
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"""
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USER_PROMPT = "user_prompt"
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THINKING = "thinking"
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AGENT_RUN_RESULT_OUTPUT = "agent_run_result_output"
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class Message(BaseModel):
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"""
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消息类
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"""
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id: str = Field(default_factory=lambda: str(uuid7()), description="消息唯一标识")
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type: MessageType = Field(..., description="消息类型")
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title: str = Field(default="", description="消息标题")
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content: str = Field(default="", description="消息内容")
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is_component_expanded: bool = Field(
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default=True, description="展开组件，True 表示展开，False 表示折叠"
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)
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class RunStatus(StrEnum):
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"""
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运行状态枚举
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"""
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RUNNING = "running"
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FINISHED = "finished"
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class Run(BaseModel):
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"""
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运行类
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"""
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id: str = Field(default_factory=lambda: str(uuid7()), description="运行唯一标识")
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messages: dict[str, Message] = Field(default_factory=dict, description="消息字典")
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status: RunStatus = Field(default=RunStatus.RUNNING, description="运行状态")
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usage: RunUsage = Field(default=RunUsage(), description="运行使用量")
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usage_limits: UsageLimits | None = Field(default=None, description="运行使用量限制")
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is_thinking: bool = Field(
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default=False, description="正在思考，True 表示正在思考，False 表示未正在思考"
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)
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class TaskType(StrEnum):
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"""
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任务类型枚举
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"""
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CHAT = "聊天"
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BOOK_FLIGHT = "预定航班"
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class TaskStatus(StrEnum):
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"""
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任务状态枚举
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"""
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NONE = "none"
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class Deps(BaseModel):
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"""
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依赖项类
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"""
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...
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class Task(BaseModel):
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"""
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任务类
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"""
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type: TaskType = Field(default=TaskType.CHAT, description="任务类型")
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status: TaskStatus = Field(default=TaskStatus.NONE, description="任务状态")
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deps: Deps | None = Field(default=None, description="任务依赖项")
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usage: RunUsage = Field(default=RunUsage(), description="任务使用量")
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usage_limits: UsageLimits | None = Field(
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default=None,
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description="任务使用量限制",
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)
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class Conversation(BaseModel):
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"""
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会话类
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"""
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id: str = Field(default_factory=lambda: str(uuid7()), description="会话唯一标识")
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runs: dict[str, Run] = Field(default_factory=dict, description="运行字典")
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description: str = Field(default="新会话", description="会话描述")
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created_at: datetime = Field(..., description="会话创建日期时间")
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class ConversationHistoryItem(BaseModel):
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"""
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会话历史项类
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"""
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description: str = Field(..., description="会话描述")
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created_at: str = Field(..., description="会话创建日期时间")
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# Dpes 适配器
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DepsAdapter = TypeAdapter(Deps)
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def deps_to_object(deps: dict[str, Any]) -> Deps | None:
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"""
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Deps 转为对象
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"""
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if not deps:
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return None
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return DepsAdapter.validate_python(deps)
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def deps_to_dict(deps: Deps | None) -> dict[str, Any]:
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"""
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Deps 转为字典
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"""
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if not deps:
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return {}
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return DepsAdapter.dump_python(deps)
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# Usage 适配器
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UsageAdapter = TypeAdapter(RunUsage)
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def usage_to_object(usage: dict[str, Any]) -> RunUsage:
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"""
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Usage 转为对象
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"""
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if not usage:
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return RunUsage()
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return UsageAdapter.validate_python(usage)
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def usage_to_dict(usage: RunUsage) -> dict[str, Any]:
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"""
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Usage 转为字典
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"""
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return UsageAdapter.dump_python(usage)
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# UsageLimits 适配器
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UsageLimitsAdapter = TypeAdapter(UsageLimits)
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def usage_limits_to_object(usage_limits: dict[str, Any]) -> UsageLimits | None:
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"""
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UsageLimits 转为对象
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"""
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if not usage_limits:
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return None
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return UsageLimitsAdapter.validate_python(usage_limits)
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def usage_limits_to_dict(usage_limits: UsageLimits | None) -> dict[str, Any]:
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"""
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UsageLimits 转为字典
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"""
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if not usage_limits:
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return {}
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return UsageLimitsAdapter.dump_python(usage_limits)
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