mirror of
https://github.com/jxxghp/MoviePilot.git
synced 2026-06-11 02:31:25 +08:00
feat: add async subagent task control
This commit is contained in:
@@ -37,6 +37,7 @@ from app.agent.middleware.patch_tool_calls import PatchToolCallsMiddleware
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from app.agent.middleware.runtime_config import RuntimeConfigMiddleware
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from app.agent.middleware.skills import SkillsMiddleware
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from app.agent.middleware.subagents import (
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SUBAGENT_CONTROL_TOOL_NAME,
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SUBAGENT_TASK_TOOL_NAME,
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create_subagent_middlewares,
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is_subagent_stream_metadata,
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@@ -833,7 +834,8 @@ class MoviePilotAgent:
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always_include_tools.extend(
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tool.name
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for tool in subagent_task_tools
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if getattr(tool, "name", None) == SUBAGENT_TASK_TOOL_NAME
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if getattr(tool, "name", None)
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in {SUBAGENT_TASK_TOOL_NAME, SUBAGENT_CONTROL_TOOL_NAME}
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)
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# 中间件
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@@ -1,10 +1,13 @@
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"""MoviePilot 子代理中间件适配。"""
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import asyncio
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import json
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import uuid
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from collections.abc import Awaitable, Callable
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from dataclasses import dataclass
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from datetime import datetime
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from functools import lru_cache
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from typing import Any, Optional
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from typing import Any, Literal, Optional
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from langchain.agents import create_agent
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from langchain.agents.middleware.types import (
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@@ -26,13 +29,28 @@ from app.log import logger
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SUBAGENT_TASK_TOOL_NAME = "task"
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SUBAGENT_CONTROL_TOOL_NAME = "subagent_task"
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SUBAGENT_STREAM_MARKER_KEY = "ls_agent_type"
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SUBAGENT_STREAM_MARKER_VALUE = "subagent"
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SUBAGENT_DEFAULT_WAIT_TIMEOUT_MS = 60000
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SUBAGENT_MAX_WAIT_TIMEOUT_MS = 300000
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SUBAGENT_MAX_ACTIVE_TASKS = 8
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SUBAGENT_MAX_CONCURRENT_TASKS = 4
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SUBAGENT_RESULT_MAX_CHARS = 12000
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SUBAGENT_DESCRIPTION_MAX_CHARS = 500
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SUBAGENT_PARENT_PROMPT = """<subagents>
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You may use the `task` tool to delegate independent research, retrieval,
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You may use subagent tools to delegate independent research, retrieval,
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diagnosis, or planning work to built-in subagents.
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Delegation modes:
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- Use `task` for one blocking subtask when you need the result immediately.
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- Use `subagent_task` for two or more independent subtasks. Start them first
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with `action=start` and a `tasks` array, then use `action=status`,
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`action=wait`, or `action=cancel` with the returned task IDs.
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- Use `subagent_task` with `action=run` when you want to launch a bounded
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batch and wait for the batch in one tool call.
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Rules:
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- Delegate when a task benefits from focused investigation, such as media identity checks, site/resource search, subscription analysis, download/transfer diagnosis, or read-only system inspection.
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- Subagent output is private context for your decision-making. Do not expose a subagent's process or final report verbatim to the user.
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@@ -47,6 +65,14 @@ SUBAGENT_TASK_DESCRIPTION = (
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"not be forwarded verbatim to the user."
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)
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SUBAGENT_CONTROL_DESCRIPTION = (
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"Start and manage multiple MoviePilot subagent tasks asynchronously. "
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"Use action=start with tasks=[{description, subagent_type}] to launch a batch "
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"and get task IDs immediately. Use action=status to inspect tasks, action=wait "
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"to wait for all or any task result, action=cancel to stop running tasks, and "
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"action=run to launch a bounded batch and wait in one call."
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)
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SUBAGENT_BASE_PROMPT = """You are a silent subagent working for the MoviePilot main agent.
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Requirements:
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@@ -80,6 +106,66 @@ class _TaskToolInput(BaseModel):
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)
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class _SubAgentTaskSpec(BaseModel):
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"""异步子代理任务定义。"""
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description: str = Field(..., description="Complete task description for the subagent")
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subagent_type: str = Field(
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default="general-purpose",
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description="Subagent type to invoke, such as general-purpose or media-researcher",
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)
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class _SubAgentControlInput(BaseModel):
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"""异步子代理管控工具输入。"""
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action: Literal["start", "status", "wait", "cancel", "run"] = Field(
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default="start",
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description="Task action: start, status, wait, cancel, or run.",
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)
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description: Optional[str] = Field(
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default=None,
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description="Single task description for action=start or action=run.",
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)
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subagent_type: Optional[str] = Field(
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default="general-purpose",
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description="Single task subagent type for action=start or action=run.",
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)
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tasks: Optional[list[_SubAgentTaskSpec]] = Field(
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default=None,
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description="Batch task specs for action=start or action=run.",
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)
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task_ids: Optional[list[str]] = Field(
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default=None,
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description="Task IDs returned by action=start. Empty means all known tasks.",
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)
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task_id: Optional[str] = Field(
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default=None,
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description="Single task ID for status, wait, or cancel.",
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)
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wait_mode: Literal["all", "any"] = Field(
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default="all",
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description="For action=wait or action=run: wait for all selected tasks or any one task.",
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)
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timeout_ms: Optional[int] = Field(
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default=SUBAGENT_DEFAULT_WAIT_TIMEOUT_MS,
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description="Maximum wait time in milliseconds for action=wait or action=run.",
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)
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@dataclass
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class _SubAgentRuntimeTask:
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"""运行中的异步子代理任务记录。"""
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task_id: str
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description: str
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subagent_type: str
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task: asyncio.Task
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created_at: datetime
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started_at: Optional[datetime] = None
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finished_at: Optional[datetime] = None
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def is_subagent_stream_metadata(metadata: Any) -> bool:
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"""判断流式 token 元数据是否来自子代理。"""
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if not isinstance(metadata, dict):
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@@ -327,6 +413,88 @@ def _extract_final_text(result: Any) -> str:
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return _extract_text_content(result).strip()
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def _clip_text(text: Any, max_chars: int) -> tuple[str, bool]:
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"""裁剪过长文本,返回文本和是否被裁剪。"""
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normalized = "" if text is None else str(text)
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if len(normalized) <= max_chars:
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return normalized, False
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return normalized[:max_chars], True
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def _format_datetime(value: Optional[datetime]) -> Optional[str]:
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"""格式化任务时间。"""
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if not value:
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return None
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return value.strftime("%Y-%m-%d %H:%M:%S")
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class _SubAgentAgentProvider:
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"""子代理图懒加载与执行器。"""
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def __init__(
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self,
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*,
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model: BaseChatModel,
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profiles: tuple[_SubAgentProfile, ...],
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tools: list[BaseTool],
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) -> None:
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"""初始化子代理执行器。"""
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self._model = model
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self._profiles = {profile.name: profile for profile in profiles}
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self._tools = tools
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self._agents = {}
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self._default_agent_name = "general-purpose"
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def _resolve_profile(self, agent_name: Optional[str]) -> _SubAgentProfile:
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"""解析子代理类型,未知类型回退到默认子代理。"""
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return self._profiles.get(agent_name or "") or self._profiles[
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self._default_agent_name
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]
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def get_agent(self, agent_name: Optional[str]) -> tuple[str, Any]:
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"""懒加载指定名称的子代理图。"""
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profile = self._resolve_profile(agent_name)
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cached_agent = self._agents.get(profile.name)
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if cached_agent:
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return profile.name, cached_agent
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subagent_tools = _select_tools(self._tools, profile)
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agent = create_agent(
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model=self._model,
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tools=subagent_tools,
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system_prompt=profile.prompt,
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name=profile.name,
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)
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self._agents[profile.name] = agent
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return profile.name, agent
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async def run_task(
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self,
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*,
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description: str,
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subagent_type: Optional[str],
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task_id: Optional[str] = None,
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) -> str:
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"""调用指定子代理并只返回供主代理读取的结果。"""
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agent_name, agent = self.get_agent(subagent_type)
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thread_suffix = task_id or uuid.uuid4().hex
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result = await agent.ainvoke(
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{"messages": [HumanMessage(content=description)]},
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config={
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"configurable": {
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"thread_id": f"subagent-{agent_name}-{thread_suffix}",
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SUBAGENT_STREAM_MARKER_KEY: SUBAGENT_STREAM_MARKER_VALUE,
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},
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"metadata": {
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"lc_agent_name": agent_name,
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SUBAGENT_STREAM_MARKER_KEY: SUBAGENT_STREAM_MARKER_VALUE,
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},
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},
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)
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final_text = _extract_final_text(result)
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return final_text or "The subagent did not return a usable result."
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class MoviePilotSubAgentMiddleware(AgentMiddleware):
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"""MoviePilot 本地子代理中间件兜底实现。"""
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@@ -340,11 +508,11 @@ class MoviePilotSubAgentMiddleware(AgentMiddleware):
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task_description: str = SUBAGENT_TASK_DESCRIPTION,
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) -> None:
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self.system_prompt = system_prompt
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self._model = model
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self._profiles = {profile.name: profile for profile in profiles}
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self._tools = tools
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self._agents = {}
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self._default_agent_name = "general-purpose"
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self._provider = _SubAgentAgentProvider(
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model=model,
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profiles=profiles,
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tools=tools,
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)
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self.tools = [
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StructuredTool.from_function(
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coroutine=self._run_task,
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@@ -359,42 +527,14 @@ class MoviePilotSubAgentMiddleware(AgentMiddleware):
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def _get_agent(self, agent_name: str) -> Any:
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"""懒加载指定名称的子代理图。"""
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profile = self._profiles.get(agent_name) or self._profiles[
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self._default_agent_name
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]
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cached_agent = self._agents.get(profile.name)
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if cached_agent:
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return cached_agent
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subagent_tools = _select_tools(self._tools, profile)
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agent = create_agent(
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model=self._model,
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tools=subagent_tools,
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system_prompt=profile.prompt,
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name=profile.name,
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)
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self._agents[profile.name] = agent
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return agent
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return self._provider.get_agent(agent_name)[1]
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async def _run_task(self, description: str, subagent_type: str) -> str:
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"""调用指定子代理并只返回供主代理读取的结果。"""
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agent_name = subagent_type or self._default_agent_name
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agent = self._get_agent(agent_name)
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result = await agent.ainvoke(
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{"messages": [HumanMessage(content=description)]},
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config={
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"configurable": {
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"thread_id": f"subagent-{agent_name}-{uuid.uuid4().hex}",
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SUBAGENT_STREAM_MARKER_KEY: SUBAGENT_STREAM_MARKER_VALUE,
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},
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"metadata": {
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"lc_agent_name": agent_name,
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SUBAGENT_STREAM_MARKER_KEY: SUBAGENT_STREAM_MARKER_VALUE,
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},
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},
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return await self._provider.run_task(
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description=description,
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subagent_type=subagent_type,
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)
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final_text = _extract_final_text(result)
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return final_text or "The subagent did not return a usable result."
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async def awrap_model_call(
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self,
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@@ -411,6 +551,323 @@ class MoviePilotSubAgentMiddleware(AgentMiddleware):
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return await handler(request.override(system_message=new_system_message))
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class SubAgentTaskControlMiddleware(AgentMiddleware):
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"""提供异步子代理任务调度工具的中间件。"""
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def __init__(
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self,
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*,
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model: BaseChatModel,
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profiles: tuple[_SubAgentProfile, ...],
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tools: list[BaseTool],
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task_description: str = SUBAGENT_CONTROL_DESCRIPTION,
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) -> None:
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"""初始化异步子代理调度中间件。"""
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self._provider = _SubAgentAgentProvider(
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model=model,
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profiles=profiles,
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tools=tools,
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)
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self._semaphore = asyncio.Semaphore(SUBAGENT_MAX_CONCURRENT_TASKS)
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self._tasks: dict[str, _SubAgentRuntimeTask] = {}
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self.tools = [
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StructuredTool.from_function(
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coroutine=self._control_task,
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name=SUBAGENT_CONTROL_TOOL_NAME,
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description=(
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f"{task_description}\n\nAvailable subagents:\n"
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f"{_format_subagent_catalog(profiles)}"
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),
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args_schema=_SubAgentControlInput,
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)
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]
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@staticmethod
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def _json_response(payload: dict[str, Any]) -> str:
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"""将工具响应序列化为稳定 JSON。"""
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return json.dumps(payload, ensure_ascii=False, indent=2)
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@staticmethod
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def _normalize_timeout_ms(timeout_ms: Optional[int]) -> int:
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"""规范化等待超时时间。"""
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if timeout_ms is None:
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return SUBAGENT_DEFAULT_WAIT_TIMEOUT_MS
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return max(0, min(int(timeout_ms), SUBAGENT_MAX_WAIT_TIMEOUT_MS))
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@staticmethod
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def _task_status(record: _SubAgentRuntimeTask) -> str:
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"""读取任务当前状态。"""
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task = record.task
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if task.cancelled():
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return "cancelled"
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if not task.done():
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return "running" if record.started_at else "pending"
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if task.exception():
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return "failed"
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return "completed"
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@staticmethod
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def _task_output(record: _SubAgentRuntimeTask) -> dict[str, Any]:
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"""格式化单个任务状态和结果。"""
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description, description_truncated = _clip_text(
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record.description,
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SUBAGENT_DESCRIPTION_MAX_CHARS,
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)
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payload: dict[str, Any] = {
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"task_id": record.task_id,
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"subagent_type": record.subagent_type,
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"status": SubAgentTaskControlMiddleware._task_status(record),
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"description": description,
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"description_truncated": description_truncated,
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"created_at": _format_datetime(record.created_at),
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"started_at": _format_datetime(record.started_at),
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"finished_at": _format_datetime(record.finished_at),
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}
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if not record.task.done():
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return payload
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if record.task.cancelled():
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return payload
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error = record.task.exception()
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if error:
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payload["error"] = str(error)
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return payload
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result, result_truncated = _clip_text(
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record.task.result(),
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SUBAGENT_RESULT_MAX_CHARS,
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)
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payload["result"] = result
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payload["result_truncated"] = result_truncated
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return payload
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def _selected_records(
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self,
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*,
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task_ids: Optional[list[str]] = None,
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task_id: Optional[str] = None,
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active_only: bool = False,
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) -> tuple[list[_SubAgentRuntimeTask], list[str]]:
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"""根据任务 ID 选择记录。"""
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selected_ids = []
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if task_id:
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selected_ids.append(task_id)
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selected_ids.extend(task_ids or [])
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if not selected_ids:
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records = list(self._tasks.values())
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if active_only:
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records = [record for record in records if not record.task.done()]
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return records, []
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records = []
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missing_ids = []
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seen_ids = set()
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for selected_id in selected_ids:
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if selected_id in seen_ids:
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continue
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seen_ids.add(selected_id)
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record = self._tasks.get(selected_id)
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if record:
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records.append(record)
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else:
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missing_ids.append(selected_id)
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return records, missing_ids
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def _normalize_specs(
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self,
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*,
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description: Optional[str],
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subagent_type: Optional[str],
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tasks: Optional[list[_SubAgentTaskSpec]],
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) -> tuple[list[_SubAgentTaskSpec], Optional[str]]:
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"""规范化单任务和批量任务输入。"""
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specs = []
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for task in tasks or []:
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if isinstance(task, dict):
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task = _SubAgentTaskSpec(**task)
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if task.description.strip():
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specs.append(task)
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if not specs and description and description.strip():
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specs.append(
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_SubAgentTaskSpec(
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description=description,
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subagent_type=subagent_type or "general-purpose",
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)
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||||
)
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if not specs:
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return [], "缺少可执行的子代理任务描述。"
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if len(specs) > SUBAGENT_MAX_ACTIVE_TASKS:
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return [], f"单次最多可提交 {SUBAGENT_MAX_ACTIVE_TASKS} 个子代理任务。"
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||||
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||||
active_count = sum(
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||||
1 for record in self._tasks.values() if not record.task.done()
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||||
)
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if active_count + len(specs) > SUBAGENT_MAX_ACTIVE_TASKS:
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||||
return [], (
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||||
f"当前仍有 {active_count} 个子代理任务未完成,"
|
||||
f"总并发上限为 {SUBAGENT_MAX_ACTIVE_TASKS}。"
|
||||
)
|
||||
return specs, None
|
||||
|
||||
async def _execute_managed_task(self, record: _SubAgentRuntimeTask) -> str:
|
||||
"""执行受调度器管理的子代理任务。"""
|
||||
async with self._semaphore:
|
||||
record.started_at = datetime.now()
|
||||
try:
|
||||
return await self._provider.run_task(
|
||||
description=record.description,
|
||||
subagent_type=record.subagent_type,
|
||||
task_id=record.task_id,
|
||||
)
|
||||
except asyncio.CancelledError:
|
||||
raise
|
||||
except Exception as err:
|
||||
logger.error(f"子代理任务执行失败: task_id={record.task_id}, error={err}")
|
||||
raise
|
||||
|
||||
def _mark_task_finished(self, task_id: str, task: asyncio.Task) -> None:
|
||||
"""记录任务完成时间并取出异常避免未读取告警。"""
|
||||
record = self._tasks.get(task_id)
|
||||
if record:
|
||||
record.finished_at = datetime.now()
|
||||
if task.cancelled():
|
||||
return
|
||||
try:
|
||||
task.exception()
|
||||
except Exception:
|
||||
return
|
||||
|
||||
def _start_tasks(self, specs: list[_SubAgentTaskSpec]) -> list[_SubAgentRuntimeTask]:
|
||||
"""启动一批异步子代理任务。"""
|
||||
records = []
|
||||
for spec in specs:
|
||||
task_id = f"subagent-{uuid.uuid4().hex[:12]}"
|
||||
record = _SubAgentRuntimeTask(
|
||||
task_id=task_id,
|
||||
description=spec.description.strip(),
|
||||
subagent_type=spec.subagent_type or "general-purpose",
|
||||
task=None,
|
||||
created_at=datetime.now(),
|
||||
)
|
||||
task = asyncio.create_task(
|
||||
self._execute_managed_task(record),
|
||||
name=task_id,
|
||||
)
|
||||
record.task = task
|
||||
task.add_done_callback(
|
||||
lambda finished_task, finished_task_id=task_id: self._mark_task_finished(
|
||||
finished_task_id,
|
||||
finished_task,
|
||||
)
|
||||
)
|
||||
self._tasks[task_id] = record
|
||||
records.append(record)
|
||||
return records
|
||||
|
||||
async def _wait_records(
|
||||
self,
|
||||
*,
|
||||
records: list[_SubAgentRuntimeTask],
|
||||
wait_mode: str,
|
||||
timeout_ms: Optional[int],
|
||||
) -> None:
|
||||
"""按等待模式等待一组任务完成。"""
|
||||
pending_tasks = [record.task for record in records if not record.task.done()]
|
||||
if not pending_tasks:
|
||||
return
|
||||
|
||||
timeout = self._normalize_timeout_ms(timeout_ms) / 1000
|
||||
if timeout <= 0:
|
||||
return
|
||||
|
||||
return_when = asyncio.FIRST_COMPLETED if wait_mode == "any" else asyncio.ALL_COMPLETED
|
||||
await asyncio.wait(
|
||||
pending_tasks,
|
||||
timeout=timeout,
|
||||
return_when=return_when,
|
||||
)
|
||||
|
||||
async def _cancel_records(self, records: list[_SubAgentRuntimeTask]) -> None:
|
||||
"""取消一组尚未完成的任务。"""
|
||||
cancellable_tasks = [
|
||||
record.task for record in records if not record.task.done()
|
||||
]
|
||||
for task in cancellable_tasks:
|
||||
task.cancel()
|
||||
if cancellable_tasks:
|
||||
await asyncio.gather(*cancellable_tasks, return_exceptions=True)
|
||||
|
||||
async def _control_task(
|
||||
self,
|
||||
action: str = "start",
|
||||
description: Optional[str] = None,
|
||||
subagent_type: Optional[str] = "general-purpose",
|
||||
tasks: Optional[list[_SubAgentTaskSpec]] = None,
|
||||
task_ids: Optional[list[str]] = None,
|
||||
task_id: Optional[str] = None,
|
||||
wait_mode: str = "all",
|
||||
timeout_ms: Optional[int] = SUBAGENT_DEFAULT_WAIT_TIMEOUT_MS,
|
||||
) -> str:
|
||||
"""管理异步子代理任务。"""
|
||||
if action in {"start", "run"}:
|
||||
specs, error = self._normalize_specs(
|
||||
description=description,
|
||||
subagent_type=subagent_type,
|
||||
tasks=tasks,
|
||||
)
|
||||
if error:
|
||||
return self._json_response({"success": False, "error": error})
|
||||
|
||||
records = self._start_tasks(specs)
|
||||
if action == "run":
|
||||
await self._wait_records(
|
||||
records=records,
|
||||
wait_mode=wait_mode,
|
||||
timeout_ms=timeout_ms,
|
||||
)
|
||||
|
||||
return self._json_response(
|
||||
{
|
||||
"success": True,
|
||||
"action": action,
|
||||
"wait_mode": wait_mode if action == "run" else None,
|
||||
"tasks": [self._task_output(record) for record in records],
|
||||
}
|
||||
)
|
||||
|
||||
records, missing_ids = self._selected_records(
|
||||
task_ids=task_ids,
|
||||
task_id=task_id,
|
||||
active_only=action in {"wait", "cancel"} and not task_ids and not task_id,
|
||||
)
|
||||
|
||||
if action == "wait":
|
||||
await self._wait_records(
|
||||
records=records,
|
||||
wait_mode=wait_mode,
|
||||
timeout_ms=timeout_ms,
|
||||
)
|
||||
elif action == "cancel":
|
||||
await self._cancel_records(records)
|
||||
|
||||
return self._json_response(
|
||||
{
|
||||
"success": True,
|
||||
"action": action,
|
||||
"wait_mode": wait_mode if action == "wait" else None,
|
||||
"missing_task_ids": missing_ids,
|
||||
"tasks": [self._task_output(record) for record in records],
|
||||
}
|
||||
)
|
||||
|
||||
async def aafter_agent(self, state: Any, runtime: Any) -> None:
|
||||
"""Agent 结束时取消未完成的子代理任务,避免后台泄漏。"""
|
||||
unfinished_records = [
|
||||
record for record in self._tasks.values() if not record.task.done()
|
||||
]
|
||||
await self._cancel_records(unfinished_records)
|
||||
|
||||
|
||||
class SubAgentCallSummaryMiddleware(AgentMiddleware):
|
||||
"""记录子代理调用次数的中间件。"""
|
||||
|
||||
@@ -427,13 +884,14 @@ class SubAgentCallSummaryMiddleware(AgentMiddleware):
|
||||
tool = request.tool
|
||||
if (
|
||||
tool
|
||||
and getattr(tool, "name", None) == SUBAGENT_TASK_TOOL_NAME
|
||||
and getattr(tool, "name", None)
|
||||
in {SUBAGENT_TASK_TOOL_NAME, SUBAGENT_CONTROL_TOOL_NAME}
|
||||
and self.stream_handler
|
||||
and getattr(self.stream_handler, "is_streaming", False)
|
||||
):
|
||||
tool_call = request.tool_call or {}
|
||||
self.stream_handler.record_tool_call(
|
||||
tool_name=SUBAGENT_TASK_TOOL_NAME,
|
||||
tool_name=getattr(tool, "name", SUBAGENT_TASK_TOOL_NAME),
|
||||
tool_message="Subagent invoked",
|
||||
tool_kwargs=tool_call.get("args") or {},
|
||||
)
|
||||
@@ -501,16 +959,27 @@ def create_subagent_middlewares(
|
||||
profiles=profiles,
|
||||
tools=tools,
|
||||
)
|
||||
control_middleware = SubAgentTaskControlMiddleware(
|
||||
model=model,
|
||||
profiles=profiles,
|
||||
tools=tools,
|
||||
)
|
||||
|
||||
task_tools = list(getattr(subagent_middleware, "tools", []) or [])
|
||||
task_tools = [
|
||||
*list(getattr(subagent_middleware, "tools", []) or []),
|
||||
*list(getattr(control_middleware, "tools", []) or []),
|
||||
]
|
||||
return [
|
||||
subagent_middleware,
|
||||
control_middleware,
|
||||
SubAgentCallSummaryMiddleware(stream_handler=stream_handler),
|
||||
], task_tools
|
||||
|
||||
|
||||
__all__ = [
|
||||
"SUBAGENT_CONTROL_TOOL_NAME",
|
||||
"SUBAGENT_TASK_TOOL_NAME",
|
||||
"SubAgentTaskControlMiddleware",
|
||||
"create_subagent_middlewares",
|
||||
"is_subagent_stream_metadata",
|
||||
]
|
||||
|
||||
Reference in New Issue
Block a user