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ThearchyHelios
0230dde9ea
这两种节点的执行器不自己接 ProviderNotConfigured，由编排层报成「执行出错：原因。去哪里改」，同样一次 模型调用都不发、事件里不出现 mock-fast。顺手把测试说明里的口语写法改掉。
472 lines
23 KiB
Python
472 lines
23 KiB
Python
"""节点上、设置里点名的模型接入不存在或已停用时，每条用到模型的路径都照实报给人，不落成演示模型。
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以前点名的接入不存在时 get_chat_model 悄悄换成演示模型（mock-fast）：报告由它写成假文本，双盲复算、反方审稿、审批
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质询由它来「核查」，正式运行照样出具。现在（providers/factory.named_provider）：
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- 模型调用、Agent、报告撰写节点：节点失败，报错带原因和去哪里改，一次模型调用都不发；
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- 双盲复算：该指标无法复算，原因「核查模型不可用（…）」，记缺口；反方审稿：这几句未能反查，原因同上；
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- 审批质询：回答 ok 为假，error 说明原因；结论句裁判：按「裁判模型不可用」照实记未裁判和缺口；
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- 助手：报错给用户，查当前用哪个模型的接口照常返回、写明原因；门控模型：转人工审批、写明原因；
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- 定时任务发起的正式运行：运行失败，通知照常推送。
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每条路径都看一遍：产出、事件、llm.end 里不出现 mock-fast。没点名接入的节点（写作者）用一个显式建的演示接入，模型名是
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「写作演示模型」，所以事件里一出现 mock-fast 就是回退到了内置的演示模型。接入名、数据源、数字都是虚构的。
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"""
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from __future__ import annotations
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import asyncio
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import json
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import sqlite3
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import uuid
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from datetime import datetime, timedelta, timezone
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import httpx
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import pytest
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from httpx import ASGITransport, AsyncClient
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from langchain_core.messages import AIMessage
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from sqlalchemy import delete, select
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from app.core import artifact_store
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from app.core.crypto import encrypt
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from app.data import introspect
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from app.db.base import SessionLocal
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from app.db.models import (
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Approval, DataSource, Provider, Run, RunEvent, Schedule, ScheduleFire, Setting, Workflow, WorkflowVersion,
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)
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from app.engine import spend
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from app.engine.evidence import iter_units
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from app.engine.judge import SPEND_KEY as JUDGE_SPEND_KEY
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from app.engine.runner import run_manager
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from app.main import app
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from app.providers.mock_model import MockChatModel
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from tests.fixtures.dual_check_shop import DEFINITION, RIGHT, add_source, build
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from tests.fixtures.sources import drop_source
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#: 没点名接入的节点用的演示接入：正常的调用在事件里记「写作演示模型」
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WRITER_PROVIDER, WRITER_MODEL = "测试演示接入", "写作演示模型"
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#: 写错一个字的接入名；一个停用了的演示接入（停用前照样能调用：以前点名它会照常返回、照常调用）
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MISSING, DISABLED = "测试演示接人", "停用演示接入"
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REASONS = {MISSING: f"模型接入「{MISSING}」不存在", DISABLED: f"模型接入「{DISABLED}」已停用"}
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HINTS = {MISSING: "请在「设置 → 模型接入」中核对名称，或换一个接入",
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DISABLED: "请在「设置 → 模型接入」中启用它，或换一个接入"}
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SETTING_KEYS = ["verify", "judge", "copilot", "run", spend.SPEND_KEY, JUDGE_SPEND_KEY]
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UTC = timezone.utc
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async def _clean() -> None:
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async with SessionLocal() as session:
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await session.execute(delete(Setting).where(Setting.key.in_(SETTING_KEYS)))
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await session.execute(delete(Provider).where(Provider.name.in_([WRITER_PROVIDER, DISABLED])))
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await session.commit()
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@pytest.fixture(autouse=True)
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async def engine_up():
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await _clean()
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async with SessionLocal() as session:
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session.add_all([
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Provider(name=WRITER_PROVIDER, kind="mock", models=[{"id": WRITER_MODEL}], default_model=WRITER_MODEL,
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enabled=True, extra={}),
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Provider(name=DISABLED, kind="mock", models=[{"id": "停用演示模型"}], default_model="停用演示模型",
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enabled=False, extra={}),
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])
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await session.commit()
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await run_manager.setup()
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yield
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await run_manager.shutdown()
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# 建过的接入、写过的设置不留给同一进程里后面的测试：留着的启用接入会改变别处「没点名」时的回退
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await _clean()
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@pytest.fixture
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async def client():
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async with AsyncClient(transport=ASGITransport(app=app), base_url="http://test") as c:
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yield c
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def script(monkeypatch, writer: str = "本周情况平稳。") -> list[str]:
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"""演示模型的剧本：写作者回 writer；按结构交结果的调用交空对象、绑了工具的直接收尾（核查、裁判、质询的模型照理
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一次都不该被调用到）。返回每次调用的模型名。"""
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called: list[str] = []
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def decide(model, messages):
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called.append(model.model_name)
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if model.response_format:
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return AIMessage(content="{}")
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if model.tools:
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return AIMessage(content="查完了。")
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return AIMessage(content=writer)
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monkeypatch.setattr(MockChatModel, "_decide", decide)
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return called
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async def put_setting(key: str, value: dict) -> None:
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"""直接写库：PUT /api/settings 现在会拦下不存在、已停用的接入，这里模拟的是写好之后接入才被删掉、停用。"""
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async with SessionLocal() as session:
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row = await session.get(Setting, key)
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if row:
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row.value = value
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else:
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session.add(Setting(key=key, value=value))
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await session.commit()
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def node(nid, ntype, label=None, **config):
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return {"id": nid, "type": ntype, "position": {"x": 0, "y": 0}, "data": {"label": label or nid, "config": config}}
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def chain(*nodes):
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return {"nodes": list(nodes), "edges": [{"source": a["id"], "target": b["id"]} for a, b in zip(nodes, nodes[1:])]}
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async def wait(run_id: str, statuses=("succeeded", "failed")) -> Run:
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for _ in range(600):
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async with SessionLocal() as session:
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row = await session.get(Run, run_id)
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if row.status in statuses and (row.status == "interrupted" or row.manifest_seq is not None):
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await run_manager.wait_idle(run_id)
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return row
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await asyncio.sleep(0.03)
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raise AssertionError(f"运行 {run_id} 停在 {row.status}：{row.error}")
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async def start(spec: dict, *, run_class: str = "exploratory", statuses=("succeeded", "failed")) -> Run:
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run = await run_manager.start(graph=spec, input_payload={}, run_class=run_class)
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return await wait(run.id, statuses)
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async def events(run_id: str) -> list[RunEvent]:
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async with SessionLocal() as session:
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return list((await session.execute(
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select(RunEvent).where(RunEvent.run_id == run_id).order_by(RunEvent.seq))).scalars())
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def output_of(evs: list[RunEvent], node_id: str) -> dict:
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finished = [e for e in evs if e.type == "node.finished" and e.node_id == node_id]
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assert finished, f"节点 {node_id} 没有执行完"
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return artifact_store.load(finished[-1].data["artifact"])
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def logs(evs: list[RunEvent], code: str) -> list[dict]:
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return [e.data for e in evs if e.type == "log" and e.data.get("code") == code]
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def no_mock(evs: list[RunEvent], *more) -> None:
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"""事件和给出的产出里都不出现内置演示模型的名字。"""
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blob = json.dumps([e.data for e in evs] + list(more), ensure_ascii=False, default=str)
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assert "mock-fast" not in blob
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# --------------------------------------------------------------------------
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# 模型调用、Agent、报告撰写节点：节点失败，说清原因和去哪里改
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# --------------------------------------------------------------------------
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NODES = {
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"llm": lambda ref: node("ask", "llm", "提问", provider=ref, prompt="总结本周情况"),
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"agent": lambda ref: node("ask", "agent", "查数作答", provider=ref, prompt="回答问题"),
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"report": lambda ref: node("ask", "report", "写周报", provider=ref, instructions="写周报"),
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# 下面两种的执行器不自己接这个错，由编排层按「执行出错：原因」报出，原因和提示一样都在
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"supervisor": lambda ref: node("ask", "supervisor", "协作", provider=ref, goal="分析本周销售",
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agents=[{"name": "分析师", "system": "你是销售分析师"}]),
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"branch": lambda ref: node("ask", "branch", "分流", mode="llm", provider=ref,
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cases=[{"key": "follow", "label": "需要跟进"}]),
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}
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@pytest.mark.parametrize("ref", [MISSING, DISABLED])
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@pytest.mark.parametrize("kind", list(NODES))
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async def test_a_node_naming_a_broken_provider_fails_and_says_why(monkeypatch, kind, ref):
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called = script(monkeypatch)
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out = node("out", "output", fields=[{"name": "结果", "value": "{{ last_message }}"}])
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spec = chain(node("start", "input"), NODES[kind](ref), out)
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if kind == "branch":
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spec["edges"][1]["sourceHandle"] = "follow"
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spec["edges"].append({"source": "ask", "target": "out", "sourceHandle": "default"})
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run = await start(spec)
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assert run.status == "failed"
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assert REASONS[ref] in run.error and HINTS[ref] in run.error, run.error
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evs = await events(run.id)
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[failed] = [e for e in evs if e.type == "node.failed"]
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assert failed.node_id == "ask" and REASONS[ref] in failed.data["error"] and HINTS[ref] in failed.data["error"]
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assert not [e for e in evs if e.type in ("llm.start", "llm.end")] and called == []
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no_mock(evs, run.output, run.error)
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# --------------------------------------------------------------------------
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# 双盲复算：无法复算，记缺口
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# --------------------------------------------------------------------------
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GMV = {"id": "gmv", "name": "销售额", "unit": "元", "decimals": 1, "expression": "cell(nodes.fetch, 0, 'gmv')"}
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@pytest.fixture
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async def shop(tmp_path):
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name, source_id = await add_source(build(tmp_path / "shop.db"))
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yield name
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await drop_source(source_id)
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def dual_graph(source: str, **dual) -> dict:
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return chain(
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node("start", "input"),
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node("fetch", "tool", tool=f"db_query__{source}", args={"sql": RIGHT}),
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node("card", "metrics", caliber="销售口径", caliber_version="v1", metrics=[GMV]),
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node("dual", "dual_check", "复核销售额", definitions={"gmv": DEFINITION}, **dual),
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node("out", "output", fields=[{"name": "结论", "value": "本周销售额见口径卡"}],
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contract={"metrics_from": "card", "narrative": "本周销售额见口径卡"}),
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)
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@pytest.mark.parametrize("where", ["settings", "node"])
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@pytest.mark.parametrize("ref", [MISSING, DISABLED])
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async def test_dual_check_with_a_broken_verify_provider_records_the_metric_as_unchecked(monkeypatch, shop, ref, where):
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called = script(monkeypatch)
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if where == "settings":
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await put_setting("verify", {"provider": ref})
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run = await start(dual_graph(shop, **({"provider": ref} if where == "node" else {})), run_class="formal")
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assert run.status == "succeeded", run.error
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evs = await events(run.id)
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out = output_of(evs, "dual")
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assert out["status"] == "unchecked"
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[metric] = out["metrics"]
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assert metric["status"] == "unchecked"
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assert metric["reason"].startswith("核查模型不可用") and REASONS[ref] in metric["reason"], metric["reason"]
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assert out["issuance_gaps"] == [f"指标「销售额」无法复算：{metric['reason']}"]
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assert any(REASONS[ref] in gap for gap in run.output["_issuance"]["gaps"])
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[said] = logs(evs, "dual_check_unchecked")
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assert REASONS[ref] in said["metrics"][0]["reason"]
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assert called == [] and not [e for e in evs if e.type == "llm.end"]
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no_mock(evs, run.output, out)
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# --------------------------------------------------------------------------
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# 反方审稿：未能反查；审批质询：回答失败、说明原因
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# --------------------------------------------------------------------------
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SALES = ("CREATE TABLE sales (id INTEGER PRIMARY KEY, region TEXT, amount INTEGER, refunded INTEGER);"
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"INSERT INTO sales VALUES (1, '华东', 1200, 0), (2, '华东', 300, 1), (3, '华南', 900, 0), (4, '华北', 400, 0);")
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QUERY = "SELECT region AS 区域, SUM(amount) AS 销售额 FROM sales GROUP BY region ORDER BY 销售额 DESC"
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#: 一句有依据的结论、一句预埋的错误结论（华南其实低于华东）
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TEXT = "华东销售额 [[v:Q1.r0.销售额]]，居各区域之首。[[see:Q1]]华南销售额超过华东。[[see:Q1]]"
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@pytest.fixture
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async def sales(tmp_path):
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path = tmp_path / f"{uuid.uuid4().hex[:8]}.db"
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db = sqlite3.connect(path)
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db.executescript(SALES)
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db.commit()
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db.close()
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async with SessionLocal() as session:
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row = DataSource(name=f"sales_{uuid.uuid4().hex[:8]}", kind="sqlite", database=str(path), readonly=True,
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enabled=True, options={})
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session.add(row)
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await session.flush()
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row.schema_cache = await introspect.introspect(row)
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await session.commit()
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name, source_id = row.name, row.id
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yield name
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await drop_source(source_id)
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def report_graph(source: str, *between) -> dict:
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return chain(
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node("start", "input"),
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node("fetch", "tool", tool=f"db_query__{source}", args={"sql": QUERY}),
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node("write", "report", "写周报", instructions="写周报"),
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*between,
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node("out", "output", fields=[{"name": "周报", "value": "{{ nodes.write.text }}"}],
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contract={"report_from": "write"}),
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)
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async def test_challenge_with_a_broken_verify_provider_reviews_no_claim_and_says_why(monkeypatch, sales):
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called = script(monkeypatch, writer=TEXT)
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await put_setting("verify", {"provider": MISSING})
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run = await start(report_graph(sales, node("chal", "challenge", "审稿", report="write")), run_class="formal")
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assert run.status == "succeeded", run.error
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evs = await events(run.id)
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out = output_of(evs, "chal")
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assert out["counts"]["inconclusive"] == out["unreviewed"] == 2
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assert out["counts"]["refuted"] == out["counts"]["stands"] == 0
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[said] = logs(evs, "challenge_unreviewed")
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assert said["reason"].startswith("核查模型不可用") and REASONS[MISSING] in said["reason"], said["reason"]
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record = artifact_store.load(out["challenge_artifact"])
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assert all(REASONS[MISSING] in c["rationale"] for c in record["claims"])
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# 只有写作者调用了模型
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assert called == [WRITER_MODEL]
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no_mock(evs, run.output, out, record)
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async def test_an_inquiry_with_a_broken_verify_provider_answers_with_the_reason(monkeypatch, sales, client):
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called = script(monkeypatch, writer=TEXT)
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await put_setting("verify", {"provider": DISABLED})
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paused = await start(report_graph(sales, node("gate", "human", mode="approve", title="周报可以出具吗")),
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statuses=("interrupted",))
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async with SessionLocal() as session:
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[approval] = list((await session.execute(select(Approval).where(
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Approval.run_id == paused.id, Approval.status == "pending"))).scalars())
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r = await client.post(f"/api/runs/{paused.id}/inquiries",
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json={"report": "write", "unit": None, "question": "华南真的超过华东吗？",
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"approval_id": approval.id})
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assert r.status_code == 200, r.text
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inquiry = r.json()["inquiry"]
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answer = inquiry["answer"]
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assert answer["ok"] is False and answer["text"] == ""
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assert answer["error"].startswith("核查模型不可用") and REASONS[DISABLED] in answer["error"], answer["error"]
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assert inquiry["model"] is None and inquiry["usage"]["calls"] == 0
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evs = await events(paused.id)
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[event] = [e for e in evs if e.type == "approval.inquiry"]
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assert event.data["ok"] is False and event.data["error"] == answer["error"]
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assert called == [WRITER_MODEL]
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no_mock(evs, r.json())
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# --------------------------------------------------------------------------
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# 结论句裁判：照「裁判模型不可用」记未裁判和缺口
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# --------------------------------------------------------------------------
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METRICS = [{"id": "gmv", "name": "销售额", "unit": "元", "decimals": 1, "expression": "vars.kpi.gmv"}]
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JUDGED = "本周销售额 [[m:gmv]]。[[see:m:gmv]]增长主要来自新客首单。"
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def weekly(**report) -> dict:
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return chain(
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node("start", "input"),
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node("fetch", "transform", mode="expression", expression="{'gmv': 45678.5}", assign_to="kpi"),
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node("caliber", "metrics", caliber="周报口径", caliber_version="v2", metrics=METRICS),
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node("write", "report", instructions="写周报", **report),
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node("out", "output", fields=[{"name": "周报", "value": "{{ nodes.write.text }}"}]),
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)
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@pytest.mark.parametrize("where,ref", [("node", MISSING), ("settings", DISABLED)])
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async def test_a_broken_judge_provider_leaves_the_claims_unjudged_and_says_why(monkeypatch, where, ref):
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called = script(monkeypatch, writer=JUDGED)
|
||
if where == "settings":
|
||
await put_setting("judge", {"provider": ref})
|
||
report = {"claims": "judge", **({"judge": {"provider": ref}} if where == "node" else {})}
|
||
run = await start(weekly(**report), run_class="formal")
|
||
assert run.status == "succeeded", run.error
|
||
evs = await events(run.id)
|
||
[checked] = [e for e in evs if e.type == "report.checked"]
|
||
summary = checked.data["judge"]
|
||
assert summary["complete"] is False and summary["counts"]["unjudged"] == 2
|
||
assert summary["gaps"] and all("裁判模型不可用" in g and REASONS[ref] in g for g in summary["gaps"]), summary["gaps"]
|
||
doc = artifact_store.load(checked.data["doc_artifact"])
|
||
verdicts = [u["verdict"] for _, u in iter_units(doc) if u.get("verdict")]
|
||
assert len(verdicts) == 2 and all(v["status"] == "unjudged" and v["reason"] == "error" for v in verdicts)
|
||
assert not [e for e in evs if e.type == "llm.end" and e.data.get("purpose") == "judge"]
|
||
assert called == [WRITER_MODEL]
|
||
no_mock(evs, run.output, doc)
|
||
|
||
|
||
# --------------------------------------------------------------------------
|
||
# 助手、门控模型
|
||
# --------------------------------------------------------------------------
|
||
|
||
|
||
async def test_the_assistant_with_a_broken_provider_tells_the_user(monkeypatch, client):
|
||
called = script(monkeypatch)
|
||
await put_setting("copilot", {"provider": MISSING, "model": ""})
|
||
r = await client.post("/api/copilot/generate", json={"instruction": "做一张门店周报"})
|
||
assert r.status_code == 400
|
||
assert r.json()["detail"] == f"助手使用的模型尚未配置完成：{REASONS[MISSING]}。请到「设置 → 模型接入」检查"
|
||
assert called == []
|
||
# 查当前用哪个模型：照常返回，不 500，写明为什么用不了
|
||
got = await client.get("/api/copilot/model")
|
||
assert got.status_code == 200, got.text
|
||
body = got.json()
|
||
assert (body["configured"], body["provider"]) == (True, MISSING)
|
||
assert body["effective_provider"] is None and body["effective_model"] is None
|
||
assert REASONS[MISSING] in body["error"]
|
||
|
||
|
||
async def test_the_assistant_model_lookup_survives_a_model_whose_provider_is_disabled(client):
|
||
"""只存了模型名、提供它的接入已停用：以前这里直接 500。"""
|
||
await put_setting("copilot", {"provider": "", "model": "停用演示模型"})
|
||
got = await client.get("/api/copilot/model")
|
||
assert got.status_code == 200, got.text
|
||
body = got.json()
|
||
assert body["effective_provider"] is None and body["effective_model"] is None
|
||
assert f"所属的模型接入「{DISABLED}」已停用" in body["error"]
|
||
|
||
|
||
async def test_the_assistant_model_lookup_reports_no_error_when_it_works(client):
|
||
await put_setting("copilot", {"provider": WRITER_PROVIDER, "model": ""})
|
||
body = (await client.get("/api/copilot/model")).json()
|
||
assert body["effective_provider"] == WRITER_PROVIDER and body["effective_model"] == WRITER_MODEL
|
||
assert body["error"] is None
|
||
|
||
|
||
async def test_a_broken_gate_provider_hands_the_call_to_a_person_and_says_why(monkeypatch):
|
||
from langchain_core.tools import StructuredTool
|
||
|
||
from app.tools.trust import ask_gate
|
||
|
||
called = script(monkeypatch)
|
||
await put_setting("run", {"tool_gate_provider": MISSING})
|
||
|
||
def lookup(name: str) -> str:
|
||
return name
|
||
|
||
tool = StructuredTool.from_function(lookup, name="crm_lookup", description="按客户名称查询客户档案")
|
||
verdict = await ask_gate(tool=tool, args={"name": "甲公司"}, node_title="查客户", task="查甲公司的档案")
|
||
assert verdict.allowed is False
|
||
assert verdict.reason.startswith("门控模型未给出判断") and REASONS[MISSING] in verdict.reason, verdict.reason
|
||
assert verdict.model == "" and called == []
|
||
|
||
|
||
# --------------------------------------------------------------------------
|
||
# 定时任务发起的正式运行：运行失败，通知照常
|
||
# --------------------------------------------------------------------------
|
||
|
||
#: 上海 2026-10-05（周一）09:00
|
||
NINE = datetime(2026, 10, 5, 1, 0, tzinfo=UTC)
|
||
HOOK = "https://hooks.example.com/agentlab/inbox-k1"
|
||
|
||
|
||
async def test_a_scheduled_formal_run_naming_a_broken_provider_fails_and_is_still_notified(monkeypatch):
|
||
from app.scheduler import loop, webhook
|
||
|
||
called = script(monkeypatch)
|
||
sent: list[dict] = []
|
||
|
||
def receive(request: httpx.Request) -> httpx.Response:
|
||
sent.append(json.loads(request.content))
|
||
return httpx.Response(200, json={})
|
||
|
||
monkeypatch.setattr(webhook, "_transport", httpx.MockTransport(receive))
|
||
monkeypatch.setattr(webhook, "RETRY_DELAYS", (0, 0, 0))
|
||
spec = chain(node("start", "input"), node("ask", "llm", "写日报", provider=MISSING, prompt="写今天的门店日报"),
|
||
node("out", "output", fields=[{"name": "日报", "value": "{{ last_message }}"}]))
|
||
async with SessionLocal() as session:
|
||
wf = Workflow(name=f"门店日报-{uuid.uuid4().hex[:6]}", graph=spec, status="published", published_version=1)
|
||
session.add(wf)
|
||
await session.flush()
|
||
session.add(WorkflowVersion(workflow_id=wf.id, version=1, graph=spec))
|
||
sched = Schedule(name="门店日报", workflow_id=wf.id, cron="0 9 * * *", timezone="Asia/Shanghai",
|
||
run_class="formal", input_template={}, enabled=True, misfire_grace_s=3600, next_run_at=NINE,
|
||
webhook_format="generic", webhook_url=encrypt(HOOK), webhook_events=["finished", "failed"])
|
||
session.add(sched)
|
||
await session.commit()
|
||
sid = sched.id
|
||
try:
|
||
await loop.fire_due(NINE + timedelta(seconds=5))
|
||
async with SessionLocal() as session:
|
||
[fire] = list((await session.execute(select(ScheduleFire).where(ScheduleFire.schedule_id == sid))).scalars())
|
||
assert fire.status == "started" and fire.run_id
|
||
run = await wait(fire.run_id, ("succeeded", "failed", "cancelled"))
|
||
assert run.status == "failed" and run.run_class == "formal"
|
||
assert REASONS[MISSING] in run.error and HINTS[MISSING] in run.error, run.error
|
||
assert await webhook.notify_due(datetime.now(UTC) + timedelta(seconds=webhook.SEAL_WAIT_S + 5)) == 1
|
||
[body] = sent
|
||
assert (body["event"], body["status"], body["run_id"]) == ("failed", "failed", run.id)
|
||
assert called == []
|
||
no_mock(await events(run.id), run.output, body)
|
||
finally:
|
||
async with SessionLocal() as session:
|
||
await session.execute(delete(Schedule).where(Schedule.id == sid))
|
||
await session.commit()
|