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ThearchyHelios
587bf7e27c
起因是一次探索运行：Copilot 改节点时把工具绑定整份抹掉，agent 没有工具只能写「假设调用」， 校验节点的自动修复编出 total_count=0 让 schema 通过，协作成员把工具调用标记当文字输出了四轮， 轮数用完后节点把原话当成功结果交出去——运行标成已完成，数据库一次都没查。 平台可信度（先写失败测试） - Copilot 修改节点改为合并：没写的字段保留，null 才删除；协作成员按名字合并。前后端同一套规则， 工具集合变小时自查报警、改图回执列出变化 - 新校验规则：提示词点名了某个工具而节点没有绑定它，判错误，Copilot 自查会交回去修 - 校验修复只许改格式：冒出原文没有的值就判修复无效；修复这次模型调用计入用量 - 识别模型把工具调用写成文字的情况（DSML、<tool_call> 等标记）：纠正一次，仍然如此就判失败并说明原因 - 协作团队用完轮数不再按成功交付：默认失败，可选降档，点出一次都没派到的成员 - 审批恢复后，同一节点里已经执行过的工具调用复用结果，不再重复执行 后端 - 查询时限交给数据库执行（Oracle call_timeout、PG statement_timeout、MySQL max_execution_time、 SQLite progress handler），可按数据源配置；超时报错与实际耗时一致 - 等审批的运行可以真正取消；会话列表带最后一轮状态；测连接结果持久化；探查结构可只看不存； 自定义工具可草稿试跑、写坏的参数定义保存时拒绝；MCP 服务改动后作废旧工具缓存； 检索命中带贡献分解；重建索引在后台跑并报进度；报错统一收进 core/errors 前端 - 公共层：管理页共用件、失败说明（lib/explain）、健康状态进公共库；目录按表各自加载并有超时， 一张表卡住不再拖垮整站；上传显示真实字节进度；离线横幅只播报不变的句子 - 画布：卡片只说游标所在的那一次执行；等审批时可放弃运行；团队收尾判定与未完成说清楚； 回放用量取那一刻的值 - 编排页：Copilot 合并语义与工具变化回执；「用完轮数时」选项；正式运行期间锁住所有改图入口 - 回答流 / 问数据：新失败类型说人话并给下一步；画布与右栏互相定位；数据源范围、回收站、重新核对 - 记录页：「航迹」页签复用画布时间轴，可拖动回放、列出关键时刻；列表行带执行 / 等人 / 失败缩略条 - 外壳：统一的离开前确认（data router），导航、⌘K、快捷键、后退都会先问 验证（沙箱）：tsc 干净，pytest 838 passed（两遍），14 个检查脚本中 13 个全绿； check-ui 余 1 项旧断言（按旧日期格式找运行行），3c 更新。
468 lines
20 KiB
Python
468 lines
20 KiB
Python
from __future__ import annotations
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from typing import Any
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from fastapi import APIRouter, Depends, HTTPException
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from pydantic import BaseModel, Field
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from sqlalchemy import select
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from sqlalchemy.ext.asyncio import AsyncSession
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from app.api import health
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from app.core.errors import explain, raw
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from app.db.base import get_session
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from app.db.models import CustomTool, McpServer
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from app.tools.custom import ToolFailure, schema_problem, trial
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from app.tools.mcp_manager import mcp_manager
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from app.tools.registry import (
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ToolArgsError, ToolBuildError, ToolContext, all_specs, build_tools, call_is_dangerous,
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call_tool, get_spec,
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)
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router = APIRouter(prefix="/api/tools", tags=["tools"])
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@router.get("")
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async def list_tools(session: AsyncSession = Depends(get_session)) -> list[dict[str, Any]]:
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"""把内置、自定义、MCP 三类工具拉平成一个列表，前端节点面板直接用。"""
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out: list[dict[str, Any]] = []
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for name, spec in sorted(all_specs().items()):
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out.append(
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{
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"id": name,
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"name": name,
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"description": spec.description,
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"category": spec.category,
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"source": "builtin",
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"dangerous": spec.dangerous,
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# 工作流里 approval=dangerous 的关卡认不认得它。dangerous 说的是「有副作用」，
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# 这一项说的是「运行时真会停下来等审批」——两件事以前混在一个标签里
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"runtime_approval": spec.dangerous,
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"schema": spec.json_schema(),
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}
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)
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rows = (
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await session.execute(select(CustomTool).where(CustomTool.enabled.is_(True)))
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).scalars()
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for row in rows:
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out.append(
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{
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"id": row.name,
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"name": row.name,
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"description": row.description,
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"category": f"自定义 · {row.kind}",
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"source": "custom",
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"dangerous": True,
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# 运行时的审批关卡查不到自定义工具的危险标记，不会停下来等人——
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# 在补上之前不能让标签说它会被审批
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"runtime_approval": False,
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"schema": row.parameters or {},
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# 这道关卡之前存进库的坏参数定义：绑上它的节点会失败，列表上先标出来
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"problem": schema_problem(row.parameters or {}),
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}
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)
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try:
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out.extend({**t, "source": "mcp", "dangerous": True, "runtime_approval": False}
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for t in await mcp_manager.list_tools())
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except Exception: # noqa: BLE001 - MCP 连不上不该让整个工具列表挂掉
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pass
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return out
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class RunToolIn(BaseModel):
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args: dict[str, Any] = Field(default_factory=dict)
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# 这个字段会被拼进工作目录路径。净化在 sanitize_session 里兜底，这里
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# 再加一道模式校验做纵深防御——畸形的 session 直接 422 拒掉，
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# 而不是悄悄被净化成 "default" 让调用方以为自己写对了。
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sandbox_session: str = Field(default="playground", pattern=r"^[A-Za-z0-9_-]{1,64}$")
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#: 有副作用的工具要带上它才执行。也可以写在查询串里（?confirm=true）
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confirm: bool = False
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def _builtin_effect(name: str, args: dict[str, Any]) -> str:
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if name == "file_write":
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path = args.get("path") or "（没填路径）"
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if args.get("append"):
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return f"会往 playground 工作目录里的「{path}」追加内容"
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return f"会在 playground 工作目录里写入「{path}」，同名文件会被覆盖"
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if name == "http_request":
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return (f"会向 {args.get('url') or '（没填地址）'} 发一个 {args.get('method') or 'GET'} 请求"
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"（内网和回环地址会被拦截）")
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if name == "shell_exec":
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return f"会在沙箱里执行命令：{str(args.get('command') or '')[:120]}"
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if name == "python_exec":
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return "会在沙箱里执行这段 Python 代码"
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if name == "run_code":
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lang = args.get("language") or "python"
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return f"会在沙箱里执行这段 {lang} 代码" + ("，并且允许联网" if args.get("network") else "")
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return f"「{name}」有副作用"
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async def _side_effect(name: str, args: dict[str, Any], session: AsyncSession) -> str | None:
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"""这次调用有副作用就说清会做什么，没有返回 None。口径和列表上的 dangerous 一致。"""
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spec = get_spec(name)
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if spec is not None:
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return _builtin_effect(name, args) if spec.dangerous else None
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if name.startswith("mcp:"):
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server, _, tool = name[4:].partition("/")
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return (f"会调用 MCP 服务「{server}」上的工具「{tool}」。它是外部进程，"
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"会做什么由它自己决定，这里预知不了")
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row = (await session.execute(
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select(CustomTool).where(CustomTool.name == name)
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)).scalar_one_or_none()
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if row is not None:
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cfg = row.config or {}
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if row.kind == "http":
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return (f"会调用自定义接口「{name}」"
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f"（{cfg.get('method') or 'GET'} {cfg.get('url') or '（没填地址）'}）")
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return f"会在沙箱里执行自定义工具「{name}」的代码"
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# 数据源工具：只读源上的查询没有副作用，可写源上的写操作有
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tools = await build_tools([name], ToolContext(run_id="playground", node_id="playground"),
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session=session)
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if tools and call_is_dangerous(tools[0], name, args):
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return f"会在可写数据源上执行写操作：{str(args.get('sql') or '')[:120]}"
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return None
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@router.post("/{tool_name:path}/run")
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async def run_tool(
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tool_name: str,
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payload: RunToolIn,
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confirm: bool = False,
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session: AsyncSession = Depends(get_session),
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) -> dict[str, Any]:
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"""直接试跑一个工具。工具面板上的"试一下"用它，不用为了测工具去搭一张图。
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有副作用的工具先 409 说清它会做什么，带上 confirm 再来一次才执行。工作流里
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同一个「需确认」意味着要人工审批，在这里却点一下就真跑了——同一个标签两种
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含义，工具库里试 file_write、shell_exec 的人会以为还有一道关。
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"""
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if not (confirm or payload.confirm):
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effect = await _side_effect(tool_name, payload.args, session)
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if effect:
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# 只说后果，不说怎么确认：弹窗还是再点一次是界面的事，写死在这里
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# 放进确认框里读起来就不对
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raise HTTPException(409, f"{effect}。在工具库里执行不经过审批，确认后才会执行。")
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ctx = ToolContext(run_id="playground", node_id="playground",
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sandbox_session=payload.sandbox_session)
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import time
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started = time.perf_counter()
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notes: list[str] = []
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try:
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result = await call_tool(tool_name, payload.args, ctx, session=session, on_fix=notes.append)
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except KeyError as e:
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raise HTTPException(404, str(e.args[0] if e.args else e)) from e
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except (ToolArgsError, ToolBuildError) as e:
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# 参数对不上、工具自己的配置写坏了：报错里已经写清该改什么，原样给
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return {"ok": False, "error": str(e), "hint": "", "detail": raw(e),
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"duration_ms": int((time.perf_counter() - started) * 1000)}
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except Exception as e: # noqa: BLE001
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reason, hint = explain(e)
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return {
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"ok": False,
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"error": f"工具执行失败：{reason}",
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"hint": hint,
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"detail": raw(e),
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"duration_ms": int((time.perf_counter() - started) * 1000),
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}
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return {
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"ok": True,
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"result": result,
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"duration_ms": int((time.perf_counter() - started) * 1000),
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# 参数名写错、被替换成唯一候选跑通了：运行时会报出来，这里也得说
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**({"note": notes[0]} if notes else {}),
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}
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# --------------------------------------------------------------------------
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# 自定义工具
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# --------------------------------------------------------------------------
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custom_router = APIRouter(prefix="/api/custom-tools", tags=["tools"])
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class CustomToolIn(BaseModel):
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name: str = Field(min_length=1, max_length=100, pattern=r"^[a-zA-Z_][a-zA-Z0-9_]*$")
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description: str = ""
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kind: str = "http" # http | python
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#: JSON Schema。不在这里限定成 dict：写成数组、字符串时要回一句人话（见 _refuse_bad_schema），
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#: 而不是 pydantic 的英文错误列表
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parameters: Any = Field(default_factory=dict)
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config: dict[str, Any] = Field(default_factory=dict)
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enabled: bool = True
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class CustomToolOut(CustomToolIn):
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id: str
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parameters: dict[str, Any] = Field(default_factory=dict)
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#: 参数定义哪里写坏了（保存时的关卡加上之前存进库的）。绑上它的节点会失败
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problem: str | None = None
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model_config = {"from_attributes": True}
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def _custom_out(row: CustomTool) -> CustomToolOut:
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out = CustomToolOut.model_validate(row)
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out.problem = schema_problem(row.parameters or {})
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return out
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def _refuse_bad_schema(parameters: Any) -> None:
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"""参数定义写坏了就不让存：存进去之后，绑了它的节点在运行时才炸。"""
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problem = schema_problem(parameters)
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if problem:
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raise HTTPException(422, problem)
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@custom_router.get("", response_model=list[CustomToolOut])
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async def list_custom(session: AsyncSession = Depends(get_session)) -> list[CustomToolOut]:
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return [_custom_out(r) for r in (await session.execute(select(CustomTool))).scalars()]
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@custom_router.post("", response_model=CustomToolOut, status_code=201)
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async def create_custom(
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payload: CustomToolIn, session: AsyncSession = Depends(get_session)
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) -> CustomToolOut:
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if (await session.execute(select(CustomTool).where(CustomTool.name == payload.name))).scalar_one_or_none():
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raise HTTPException(409, f"已经有叫「{payload.name}」的工具了，换个名字")
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if payload.name in all_specs():
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raise HTTPException(409, f"「{payload.name}」和内置工具重名了，换个名字")
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_refuse_bad_schema(payload.parameters)
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row = CustomTool(**payload.model_dump())
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session.add(row)
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await session.commit()
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await session.refresh(row)
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return _custom_out(row)
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@custom_router.patch("/{tool_id}", response_model=CustomToolOut)
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async def update_custom(
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tool_id: str, payload: CustomToolIn, session: AsyncSession = Depends(get_session)
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) -> CustomToolOut:
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row = await session.get(CustomTool, tool_id)
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if not row:
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raise HTTPException(404, "这个工具不存在，可能已经被删了")
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_refuse_bad_schema(payload.parameters)
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for key, value in payload.model_dump().items():
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setattr(row, key, value)
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await session.commit()
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await session.refresh(row)
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return _custom_out(row)
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@custom_router.delete("/{tool_id}", status_code=204)
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async def delete_custom(tool_id: str, session: AsyncSession = Depends(get_session)) -> None:
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row = await session.get(CustomTool, tool_id)
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if not row:
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raise HTTPException(404, "这个工具不存在，可能已经被删了")
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await session.delete(row)
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await session.commit()
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async def _trial(row: CustomTool, args: dict[str, Any]) -> dict[str, Any]:
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"""试跑一次，返回和工具库「执行」同一种形状：{ok, result | error/hint/detail, duration_ms, note?}。"""
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import json
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import time
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ctx = ToolContext(run_id="playground", node_id="test", sandbox_session="playground")
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started = time.perf_counter()
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def took() -> int:
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return int((time.perf_counter() - started) * 1000)
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problem = schema_problem(row.parameters or {})
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if problem:
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# 手写的参数定义写坏了：是配置的事，不是「后端内部出错」
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return {"ok": False, "error": problem,
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"hint": '参数定义是 JSON Schema，写成 {"type": "object", "properties": '
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'{"n": {"type": "integer", "description": "…"}}, "required": ["n"]}',
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"detail": "", "duration_ms": 0}
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try:
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result, note = await trial(row, args, ctx)
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except ToolArgsError as e:
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# 参数对不上时报错里已经写清该填什么，原样给
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return {"ok": False, "error": str(e), "hint": "", "detail": raw(e), "duration_ms": took()}
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except Exception as e: # noqa: BLE001
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reason, hint = explain(e)
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return {"ok": False, "error": f"工具执行失败：{reason}", "hint": hint, "detail": raw(e),
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"duration_ms": took()}
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# 参数名被纠正过：跑通了也要说，用户照着试跑的参数去配工作流
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extra = {"note": note} if note else {}
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if isinstance(result, ToolFailure):
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detail = str(result.get("error") or "")
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if "exit_code" in result:
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error = f"代码运行出错（退出码 {result['exit_code']}）"
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hint = "看下面的报错改代码；调用时传的参数在 args 变量里（一个 dict）"
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else:
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error = f"工具执行失败：{detail.splitlines()[0] if detail else '没有说明'}"
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hint = "HTTP 工具只能访问公网地址，内网、回环地址会被拦截" if "拦截" in detail else ""
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return {"ok": False, "error": error, "hint": hint,
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"detail": json.dumps(dict(result), ensure_ascii=False), "duration_ms": took(),
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**extra}
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return {"ok": True, "result": result, "duration_ms": took(), **extra}
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class CustomToolDraftIn(BaseModel):
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"""还没保存（或改了还没保存）的一份工具配置，外加这次试跑的参数。"""
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name: str = "draft_tool"
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kind: str = "http"
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parameters: Any = Field(default_factory=dict)
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config: dict[str, Any] = Field(default_factory=dict)
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args: dict[str, Any] = Field(default_factory=dict)
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def _draft_problem(kind: str, config: dict[str, Any]) -> str | None:
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if kind not in ("http", "python"):
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return f"不认识「{kind}」这种工具类型：只有 http 和 python 两种"
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if kind == "http" and not str(config.get("url") or "").strip():
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return "还没填接口地址"
|
||
if kind == "python" and not str(config.get("code") or "").strip():
|
||
return "还没写代码"
|
||
return None
|
||
|
||
|
||
@custom_router.post("/test")
|
||
async def test_custom_draft(payload: CustomToolDraftIn) -> dict[str, Any]:
|
||
"""试跑一份没保存的配置，不落库。
|
||
|
||
以前只能试已保存的：新建要先保存才能试，改了代码也得先存——保存等于让节点
|
||
立刻用上一个还没试过的版本。
|
||
"""
|
||
problem = _draft_problem(payload.kind, payload.config)
|
||
if problem:
|
||
return {"ok": False, "error": problem, "hint": "", "detail": "", "duration_ms": 0}
|
||
draft = CustomTool(name=payload.name or "draft_tool", kind=payload.kind,
|
||
parameters=payload.parameters, config=payload.config)
|
||
return await _trial(draft, payload.args)
|
||
|
||
|
||
@custom_router.post("/{tool_id}/test")
|
||
async def test_custom(
|
||
tool_id: str, payload: RunToolIn, session: AsyncSession = Depends(get_session)
|
||
) -> dict[str, Any]:
|
||
row = await session.get(CustomTool, tool_id)
|
||
if not row:
|
||
raise HTTPException(404, "这个工具不存在，可能已经被删了")
|
||
return await _trial(row, payload.args)
|
||
|
||
|
||
# --------------------------------------------------------------------------
|
||
# MCP
|
||
# --------------------------------------------------------------------------
|
||
|
||
mcp_router = APIRouter(prefix="/api/mcp", tags=["tools"])
|
||
|
||
|
||
class McpIn(BaseModel):
|
||
name: str = Field(min_length=1, max_length=100)
|
||
transport: str = "stdio" # stdio | http
|
||
command: str | None = None
|
||
args: list[str] = Field(default_factory=list)
|
||
env: dict[str, str] = Field(default_factory=dict)
|
||
url: str | None = None
|
||
enabled: bool = True
|
||
|
||
|
||
class McpOut(McpIn):
|
||
id: str
|
||
status: str
|
||
last_error: str | None
|
||
tools_cache: list[Any]
|
||
#: 最近一次连接的时刻和耗时（见 app/api/health.py）。status 只有结论，没有「何时」
|
||
last_checked_at: str | None = None
|
||
last_check_ok: bool | None = None
|
||
last_latency_ms: int | None = None
|
||
|
||
model_config = {"from_attributes": True}
|
||
|
||
|
||
def _mcp_out(row: McpServer) -> McpOut:
|
||
out = McpOut.model_validate(row)
|
||
checked = health.fields(row.last_check)
|
||
out.last_checked_at = checked["last_checked_at"]
|
||
out.last_check_ok = checked["last_check_ok"]
|
||
out.last_latency_ms = checked["last_latency_ms"]
|
||
return out
|
||
|
||
|
||
def _mcp_connection(row: McpServer) -> tuple[Any, ...]:
|
||
return (row.transport, row.command, list(row.args or []), dict(row.env or {}), row.url)
|
||
|
||
|
||
@mcp_router.get("/servers", response_model=list[McpOut])
|
||
async def list_servers(session: AsyncSession = Depends(get_session)) -> list[McpOut]:
|
||
return [_mcp_out(r) for r in (await session.execute(select(McpServer))).scalars()]
|
||
|
||
|
||
@mcp_router.post("/servers", response_model=McpOut, status_code=201)
|
||
async def create_server(
|
||
payload: McpIn, session: AsyncSession = Depends(get_session)
|
||
) -> McpOut:
|
||
if (await session.execute(select(McpServer).where(McpServer.name == payload.name))).scalar_one_or_none():
|
||
raise HTTPException(409, f"已经有叫「{payload.name}」的 MCP 服务了，换个名字")
|
||
row = McpServer(**payload.model_dump())
|
||
session.add(row)
|
||
await session.commit()
|
||
await session.refresh(row)
|
||
return _mcp_out(row)
|
||
|
||
|
||
@mcp_router.patch("/servers/{server_id}", response_model=McpOut)
|
||
async def update_server(
|
||
server_id: str, payload: McpIn, session: AsyncSession = Depends(get_session)
|
||
) -> McpOut:
|
||
row = await session.get(McpServer, server_id)
|
||
if not row:
|
||
raise HTTPException(404, "这个 MCP 服务不存在，可能已经被删了")
|
||
before, old_name, was_enabled = _mcp_connection(row), row.name, row.enabled
|
||
for key, value in payload.model_dump().items():
|
||
setattr(row, key, value)
|
||
if _mcp_connection(row) != before:
|
||
# 启动命令、地址换了，上次的「连得上」说的是另一个进程
|
||
row.status, row.last_error, row.last_check = "unknown", None, None
|
||
await session.commit()
|
||
await session.refresh(row)
|
||
if (_mcp_connection(row), row.name, row.enabled) != (before, old_name, was_enabled):
|
||
# 按旧配置、旧名字建的工具作废，下次用到时按新的连
|
||
mcp_manager.invalidate(old_name, row.name)
|
||
return _mcp_out(row)
|
||
|
||
|
||
@mcp_router.delete("/servers/{server_id}", status_code=204)
|
||
async def delete_server(server_id: str, session: AsyncSession = Depends(get_session)) -> None:
|
||
row = await session.get(McpServer, server_id)
|
||
if not row:
|
||
raise HTTPException(404, "这个 MCP 服务不存在，可能已经被删了")
|
||
await session.delete(row)
|
||
await session.commit()
|
||
mcp_manager.invalidate(row.name)
|
||
|
||
|
||
@mcp_router.post("/servers/{server_id}/probe")
|
||
async def probe_server(
|
||
server_id: str, session: AsyncSession = Depends(get_session)
|
||
) -> dict[str, Any]:
|
||
row = await session.get(McpServer, server_id)
|
||
if not row:
|
||
raise HTTPException(404, "这个 MCP 服务不存在，可能已经被删了")
|
||
import time
|
||
|
||
started = time.perf_counter()
|
||
result = await mcp_manager.probe(row)
|
||
result["elapsed_ms"] = int((time.perf_counter() - started) * 1000)
|
||
row.status = "ok" if result.get("ok") else "error"
|
||
row.last_error = result.get("error")
|
||
row.tools_cache = [t["name"] for t in result.get("tools", [])]
|
||
row.last_check = health.record(result.get("ok"), result["elapsed_ms"], result.get("error"))
|
||
await session.commit()
|
||
return result
|
||
|
||
|
||
@mcp_router.post("/refresh")
|
||
async def refresh_mcp() -> dict[str, Any]:
|
||
return {"servers": await mcp_manager.refresh()}
|