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2d5e50fa88
配方语言(agentlab-recipe/2,新 recipe_types、recipe) - 封闭、不含正则、保存时静态校验:常量只能从表里的候选文字里选,占位符只能映射成空值,单位从固定词表里取 - 交叉表和列表两种版式;分段各自定位、不依赖先后顺序;合计按标签语义区间核对,关系恒等式、口径不同的声明都写在配方里 - 固定的解析器集合(parsers/2):全角、各类横线、千分位、月日写法宽容归一,规范写法存库、原文另记 执行器(新 xlsx_cells、recipe_engine) - 两遍读取逐行对账,每个非空格都要有去向(格子账);交叉表逆透视成长表,按统计期补年份并断言覆盖整期 - 合计行改作核对并另存一张表,不和明细混在一列;区域外文字、隐藏行列、合并单元格、空行之后的文字都单独报出 - STRICT 加主键写临时库;按锚点段记溯源,供后续证据下钻用;大表流式读取,扫描在 sheetData 处停止 校验与说明(新 recipe_checks、recipe_notes) - SQL 核对分通过、不一致、无法核对三种结果,失败分结构、数据质量、需确认三类;结构类直接拒收 - 数据质量类可以写理由接受,接受不改库、只改状态和说明 - 表的说明按核对结果生成、不含数字,经过数字检查;没核对过的不写「已核对」 起草(新 recipe_suggest、recipe_ai) - 先用规则起草:建议卡片加待确认问题(关系要不要登记、占位符表示什么) - 规则起草不完整时才提示 AI 兜底:界面先展示要发出的全部文字,用户同意才发;只发结构,数字、隐藏行列、遮罩列不发,公式先脱敏;同意绑定模型和服务方;AI 只写配方,有限次修订,记 token 和费用;截断单独识别 - 无论规则还是 AI 起草,都必须人工确认才能启用 导入流程(新 recipe_imports、recipe_confirm、recipe_diff、api/table_imports) - 暂存 → 起草 → 回答问题或改配方 → 试运行 → 勾确认项、写接受理由 → 确认并启用;接入期 1 的构建、导入记录、快照和运行固定版本 - 上传新一期按已确认的配方重放,不调用模型,出回执和差异卡,手动启用 - 改配方报破坏性变更(breaking:*)、单位变化、工作表改名的兜底,都要逐项勾选确认 前端导入向导(新 pages/import) - 原始网格(行列号、去向着色)、建议卡片、配方面板(表单,不露正则)、试运行回执、确认清单、差异卡、AI 起草的同意对话框
146 lines
4.7 KiB
Python
146 lines
4.7 KiB
Python
from __future__ import annotations
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import logging
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from contextlib import asynccontextmanager
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from typing import AsyncIterator
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from fastapi import FastAPI, Request
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import JSONResponse
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from app.api import (
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artifacts, conversations, copilot, datasources, evidence, governance, knowledge, runs,
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sandbox, settings as settings_api, table_imports, tools, workflows,
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)
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from app.api.coded import CodedHTTPException, coded_handler
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from app.core.config import settings
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from app.db.base import init_db
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from app.engine.runner import run_manager
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from app.seed import seed_defaults
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logging.basicConfig(
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level=logging.INFO,
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format="%(asctime)s %(levelname)-7s %(name)s | %(message)s",
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datefmt="%H:%M:%S",
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)
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logger = logging.getLogger("agentlab")
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@asynccontextmanager
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async def lifespan(_: FastAPI) -> AsyncIterator[None]:
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from app.data.engine import sqlite_dqs_self_check
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sqlite_dqs_self_check() # 写错的双引号列名必须报错;做不到就记日志并让启动失败
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settings.ensure_dirs()
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await init_db()
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await seed_defaults()
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# 把存的 embedding 配置读进来。不读的话重启后会悄悄退回本地哈希向量,
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# 而库里的向量是上次那个模型建的——检索会整体退回关键词,
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# 用户只看到"重启之后搜得不准了"
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from app.db.base import SessionLocal
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from app.memory.embeddings import load_setting
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async with SessionLocal() as _session:
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try:
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await load_setting(_session)
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except Exception as e: # noqa: BLE001 - key 没了不该拦住整个服务起不来
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logger.warning("embedding 配置没能生效,暂用本地向量:%s", e)
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# 上次被强杀时留下的"处理中"文档。后台任务不会自己回来,留着它只会在
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# 界面上永远转圈——和 runner 对 running 的 run 是同一个道理
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from sqlalchemy import update as _update
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from app.db.models import Document as _Doc
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async with SessionLocal() as _s:
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await _s.execute(
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_update(_Doc).where(_Doc.status == "processing")
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.values(status="failed", error="服务重启,这份文档没有处理完,请重新上传")
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)
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await _s.commit()
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# 上传表格的版本底座:清理上次没发布完的文件、给老上传补初始版本、回收没人用的版本。
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# 出错只记日志:最坏是留下几个多余的文件,不该让服务起不来
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from app.data import table_versions
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async with SessionLocal() as _s:
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try:
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await table_versions.startup(_s)
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except Exception: # noqa: BLE001
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logger.exception("上传表格的版本整理失败,服务照常启动")
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await run_manager.setup()
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from app.sandbox.manager import sandbox_manager as _sbm
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await _sbm.start_reaper()
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logger.info("AgentLab 就绪 · 数据目录 %s", settings.data_dir)
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try:
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yield
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finally:
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await run_manager.shutdown()
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from app.sandbox.manager import sandbox_manager
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await sandbox_manager.close()
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logger.info("已停止")
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app = FastAPI(
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title="AgentLab",
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description="可视化 Agent 编排实验台",
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version="0.1.0",
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lifespan=lifespan,
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)
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app.add_middleware(
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CORSMiddleware,
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allow_origins=settings.cors_origins,
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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for router in (
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workflows.router,
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runs.router,
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runs.approvals_router,
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evidence.router,
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settings_api.router,
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tools.router,
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tools.custom_router,
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tools.mcp_router,
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knowledge.memory_router,
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knowledge.kb_router,
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knowledge.skills_router,
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sandbox.router,
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copilot.router,
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conversations.router,
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artifacts.router,
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governance.router,
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# 按配方导入的 /api/datasources/imports/… 要在 datasources 的通配 /{source_id} 之前登记
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table_imports.router,
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datasources.router,
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):
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app.include_router(router)
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app.add_exception_handler(CodedHTTPException, coded_handler)
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@app.exception_handler(ValueError)
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async def value_error_handler(_: Request, exc: ValueError) -> JSONResponse:
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return JSONResponse(status_code=400, content={"detail": str(exc)})
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@app.get("/api/health")
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async def health() -> dict[str, str]:
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return {"status": "ok", "service": "agentlab"}
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# 生产部署:前端构建产物由服务端一并托管(见 app/web.py)。页面回退是通配路由,
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# 必须在所有 /api 路由之后注册。没设 AGENTLAB_WEB_DIST 时什么都不挂,开发模式照旧
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if settings.web_dist is not None:
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from app.web import mount_web
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mount_web(app, settings.web_dist)
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