Files
AgentLab/backend/tests/test_approval.py
T
ThearchyHelios a819f92903 审批只认明确的"同意",而且每个会执行危险操作的地方都得过这道门
三个口子,都实测复现过:

1. 回复"拒绝",工具照样执行。四个节点四套审批解析:工具节点和代码节点对
   回复一律 bool(),"拒绝"、"no" 都是真;{"decision": "approve"} 反被当成
   拒绝;{"approved": "false"} 也是批准。现在收成一份 engine/approval.py:
   只认明确的批准,看不懂的一律按拒绝。填内容的 human input/edit 模式另算——
   裸字符串是交稿,只有结构体里明说"不"才驳回。

2. 可写数据源上的 DELETE 从来不问人。数据源工具是动态生成的,查不到
   ToolSpec,任何审批模式下都被当成安全;is_dangerous_call 写好了但全仓库
   没人调用。现在危险与否逐次判定:registry.call_is_dangerous 统一问,数据源
   工具把判定挂在 metadata["dangerous_if"] 上——同一个 db_query,查询直接
   跑,可写源上的写要先确认。工具节点、agent 节点、协作成员都走它。

   这一步以前没出事,只因为写入从不提交:run_query 走 stream,拿不到结果集就
   抛 ResourceClosedError,连接关闭时再回滚——审批通过的写也没落过库。审批接
   好之后才让写真正提交(先后不能反,反过来就是一个无审批写库的窗口);
   RETURNING 这类带结果集的写照样返回行。工具页的"试一下"是人自己在执行,
   不设审批。

3. 协作团队的成员调工具完全不经审批。成员们并行跑在一个节点里、停不下来等
   人(恢复时节点整个重放,几个人的 interrupt 对不上号),所以需要确认的调用
   不执行,把原因交还给成员让它换做法;节点上显式设成"全部自动放行"才跑。
   前端补了这个选项。顺带修了同一处的两个老问题:成员步数不受 max_agent_steps
   约束;步数用完时把工具的原始返回当结论交上去(agent 节点在 4057cdc 修过
   同一个问题,这里没跟上)——现在补一轮不带工具的收尾。

连带修的:多条审批并存时,交给引擎的是库里存的那份回复,而它存之前被 _safe
截到了 2000 字,解包时又只留 value——人工改过的长稿被砍一截,带了内容的驳回
被当成交稿。现在存全文、只拆自己包的那层 {"value": x}。

test_approval.py 36 例;去掉修复重跑,引擎层 10 例全部失败,各对应一个真问题。
并行驳回那例翻出了一个运行卡死的老 bug,已在上一个提交单独修掉。
338 → 374 passed,连跑三次全绿。
2026-09-25 15:21:20 +08:00

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"""审批这道门:只认明确的批准,而且每一个会执行危险操作的地方都得过它。
以前的三个口子(都实测过):
1. 工具节点和代码节点对回复一律 bool()——回"拒绝"、"no",工具照样执行;
{"decision": "approve"} 反被当成拒绝。四个节点四套解析,口径各不相同。
2. 数据源工具查不到 ToolSpec,于是可写库上的 DELETE 在任何审批模式下都不问人
(is_dangerous_call 写好了,全仓库没人调用)。只是因为写入从不提交,才没出事。
3. 协作团队的成员调工具完全不经审批。
另外两处连带的:多条审批并存时,存进库的回复被截断、解包时只留 value——
改过的长稿被砍掉一截,驳回被当成交稿。
"""
from __future__ import annotations
import asyncio
import json
import sqlite3
import uuid
import pytest
from langchain_core.messages import AIMessage, ToolMessage
from sqlalchemy import select
from app.db.base import SessionLocal
from app.db.models import Approval, DataSource, Run, RunEvent
from app.engine.approval import read_decision
from app.engine.runner import run_manager
@pytest.fixture(autouse=True)
async def engine_up():
await run_manager.setup()
yield
await run_manager.shutdown()
def node(nid, ntype, **config):
return {"id": nid, "type": ntype, "position": {"x": 0, "y": 0},
"data": {"label": nid, "config": config}}
def chain(*nodes):
return {
"nodes": list(nodes),
"edges": [{"source": a["id"], "target": b["id"]} for a, b in zip(nodes, nodes[1:])],
}
async def _wait(run_id: str, statuses: tuple[str, ...], timeout: float = 20.0) -> Run:
deadline = asyncio.get_event_loop().time() + timeout
while asyncio.get_event_loop().time() < deadline:
async with SessionLocal() as session:
row = await session.get(Run, run_id)
if row and row.status in statuses:
return row
await asyncio.sleep(0.05)
async with SessionLocal() as session:
row = await session.get(Run, run_id)
raise AssertionError(f"等超时了,run {run_id} 还是 {row.status if row else '不存在'}")
async def _start(graph) -> str:
run = await run_manager.start(graph=graph, input_payload={"question": "随便"})
return run.id
async def _events(run_id: str) -> list[RunEvent]:
async with SessionLocal() as session:
return list((await session.execute(
select(RunEvent).where(RunEvent.run_id == run_id).order_by(RunEvent.seq)
)).scalars())
async def _approvals(run_id: str) -> dict[str, Approval]:
async with SessionLocal() as session:
rows = (await session.execute(
select(Approval).where(Approval.run_id == run_id, Approval.status == "pending")
)).scalars()
return {a.node_id: a for a in rows}
# --------------------------------------------------------------------------
# 解析口径
# --------------------------------------------------------------------------
@pytest.mark.parametrize("reply", [
"拒绝", "no", "deny", "不同意", "拒绝,这是生产库", "", None, 1, [],
{"note": "看不懂这个回复"},
{"approved": "false"}, # bool("false") 是 True——以前就这么被批了
{"approved": "no"},
{"decision": "reject"},
])
def test_anything_short_of_a_clear_yes_is_not_approval(reply):
assert read_decision(reply).approved is False
@pytest.mark.parametrize("reply", [
True, "yes", "同意", "approve", " OK ",
{"approved": True}, {"approved": "true"},
{"decision": "approve"}, # 以前在工具节点里被当成拒绝
{"decision": "批准"},
])
def test_clear_approvals(reply):
assert read_decision(reply).approved is True
def test_rejection_is_only_what_was_said_out_loud():
"""填内容的关卡只在明说"不"时才停:没表态的回复是交稿。"""
assert read_decision({"approved": False}).rejected
assert read_decision({"decision": "驳回"}).rejected
assert not read_decision({"value": "改好的稿子"}).rejected
assert not read_decision("随便写点什么").rejected
def test_note_and_overrides_come_through():
d = read_decision({"approved": True, "note": "只这一次", "args": {"sql": "SELECT 1"},
"code": "print(1)"})
assert (d.note, d.args, d.code) == ("只这一次", {"sql": "SELECT 1"}, "print(1)")
# 一句话的拒绝本身就是理由,agent 转告模型时不能只剩"未说明"
assert read_decision("拒绝,这是生产库").note == "拒绝,这是生产库"
# --------------------------------------------------------------------------
# 工具节点
# --------------------------------------------------------------------------
def _calc_graph():
return chain(
node("start", "input", fields=[{"name": "question"}]),
node("t", "tool", tool="calculator", args={"expression": "1+1"}, approval="always"),
node("out", "output", fields=[{"name": "结果", "value": "{{ nodes.t.result }}"}]),
)
async def test_tool_node_takes_a_refusal_as_a_refusal():
run_id = await _start(_calc_graph())
await _wait(run_id, ("interrupted",))
await run_manager.resume(run_id, "拒绝")
run = await _wait(run_id, ("failed", "succeeded"))
assert run.status == "failed" and "拒绝" in (run.error or "")
assert not [e for e in await _events(run_id) if e.type == "tool.start"], "被拒绝的工具执行了"
async def test_tool_node_takes_decision_approve_as_approval():
run_id = await _start(_calc_graph())
await _wait(run_id, ("interrupted",))
await run_manager.resume(run_id, {"decision": "approve"})
run = await _wait(run_id, ("failed", "succeeded"))
assert run.status == "succeeded", run.error
assert run.output["结果"] == "2"
# --------------------------------------------------------------------------
# 可写数据源:写要先审批,批了就真的写
# --------------------------------------------------------------------------
@pytest.fixture
async def writable(tmp_path):
path = tmp_path / "rw.db"
conn = sqlite3.connect(path)
conn.execute("CREATE TABLE t (x INTEGER)")
conn.executemany("INSERT INTO t VALUES (?)", [(i,) for i in range(5)])
conn.commit()
conn.close()
name = f"rw_{uuid.uuid4().hex[:8]}"
async with SessionLocal() as session:
session.add(DataSource(name=name, kind="sqlite", database=str(path), readonly=False,
description="可写测试库", options={}, schema_cache={}, enabled=True))
await session.commit()
def count() -> int:
c = sqlite3.connect(path)
try:
return c.execute("SELECT COUNT(*) FROM t").fetchone()[0]
finally:
c.close()
return f"db_query__{name}", count
def _query_graph(tool: str, sql: str):
return chain(
node("start", "input", fields=[{"name": "question"}]),
node("q", "tool", tool=tool, args={"sql": sql}), # approval 缺省 = dangerous
node("out", "output", fields=[{"name": "结果", "value": "{{ nodes.q }}"}]),
)
async def test_write_on_a_writable_source_waits_for_approval_then_really_writes(writable):
tool, count = writable
run_id = await _start(_query_graph(tool, "DELETE FROM t WHERE x = 0"))
run = await _wait(run_id, ("interrupted", "failed", "succeeded"))
assert run.status == "interrupted", f"可写库上的 DELETE 没有等审批:{run.status} {run.error}"
assert count() == 5
await run_manager.resume(run_id, {"approved": True})
run = await _wait(run_id, ("failed", "succeeded"))
assert run.status == "succeeded", run.error
assert count() == 4, "批准了,但写没有落库"
async def test_a_refused_write_leaves_the_data_alone(writable):
tool, count = writable
run_id = await _start(_query_graph(tool, "WITH k AS (SELECT 1) DELETE FROM t"))
await _wait(run_id, ("interrupted",))
await run_manager.resume(run_id, "拒绝")
run = await _wait(run_id, ("failed", "succeeded"))
assert run.status == "failed"
assert count() == 5
async def test_reads_on_a_writable_source_do_not_ask(writable):
tool, count = writable
run_id = await _start(_query_graph(tool, "SELECT COUNT(*) AS n FROM t"))
run = await _wait(run_id, ("interrupted", "failed", "succeeded"))
assert run.status == "succeeded", run.error
# --------------------------------------------------------------------------
# agent 节点:同一个工具,危不危险看这一次的 SQL
# --------------------------------------------------------------------------
def _script_agent(monkeypatch, tool: str, sql: str) -> None:
from app.providers import mock_model
def _decide(self, messages):
if self.response_format:
return AIMessage(content="{}")
if self.tools and not any(isinstance(m, ToolMessage) for m in messages):
return AIMessage(content="动手。", tool_calls=[
{"name": tool, "args": {"sql": sql}, "id": "call_w"}])
return AIMessage(content="好了。")
monkeypatch.setattr(mock_model.MockChatModel, "_decide", _decide)
def _agent_graph(tool: str):
return chain(
node("start", "input", fields=[{"name": "question"}]),
node("bot", "agent", prompt="处理一下", tools=[tool], max_steps=3),
node("out", "output", fields=[{"name": "结果", "value": "{{ nodes.bot.text }}"}]),
)
async def test_agent_asks_before_writing_to_a_writable_source(writable, monkeypatch):
tool, count = writable
_script_agent(monkeypatch, tool, "DELETE FROM t WHERE x = 0")
run_id = await _start(_agent_graph(tool))
run = await _wait(run_id, ("interrupted", "failed", "succeeded"))
assert run.status == "interrupted", f"agent 没等审批就写了:{run.status}"
await run_manager.resume(run_id, "拒绝")
run = await _wait(run_id, ("failed", "succeeded"))
assert run.status == "succeeded", run.error # 拒绝喂回给模型,它换个说法收口
assert count() == 5
async def test_agent_reads_without_asking(writable, monkeypatch):
tool, count = writable
_script_agent(monkeypatch, tool, "SELECT COUNT(*) FROM t")
run_id = await _start(_agent_graph(tool))
run = await _wait(run_id, ("interrupted", "failed", "succeeded"))
assert run.status == "succeeded", run.error
# --------------------------------------------------------------------------
# 协作团队:成员停不下来等人,所以要确认的调用不执行
# --------------------------------------------------------------------------
def _script_team(monkeypatch, *, member_call: dict | None, settle_text: str = "收尾结论") -> None:
from app.providers import mock_model
turns = {"route": 0}
def _decide(self, messages):
if self.response_format: # 调度者:第一轮派 dba,第二轮收工
turns["route"] += 1
plan = ({"assignments": [{"agent": "dba", "instruction": "清理测试数据"}]}
if turns["route"] == 1 else {"assignments": [], "done": True})
return AIMessage(content=json.dumps(plan, ensure_ascii=False))
if not self.tools: # 没绑工具 = 步数用完后的收尾轮
return AIMessage(content=settle_text)
if member_call and not any(isinstance(m, ToolMessage) for m in messages):
return AIMessage(content="动手。", tool_calls=[{**member_call, "id": "call_m"}])
return AIMessage(content="清理完了。")
monkeypatch.setattr(mock_model.MockChatModel, "_decide", _decide)
def _team_graph(tool: str, *, approval: str | None = None, max_steps: int = 3):
cfg = {"goal": "清理", "max_rounds": 3,
"agents": [{"name": "dba", "system": "你是 DBA", "tools": [tool], "max_steps": max_steps}]}
if approval:
cfg["approval"] = approval
return chain(
node("start", "input", fields=[{"name": "question"}]),
node("team", "supervisor", **cfg),
node("out", "output", fields=[]),
)
async def test_team_member_does_not_run_a_call_that_needs_approval(writable, monkeypatch):
tool, count = writable
_script_team(monkeypatch, member_call={"name": tool, "args": {"sql": "DELETE FROM t"}})
run_id = await _start(_team_graph(tool))
run = await _wait(run_id, ("interrupted", "failed", "succeeded"))
assert run.status == "succeeded", run.error
assert count() == 5, "协作成员绕过审批写了库"
codes = [e.data.get("code") for e in await _events(run_id) if e.type == "log"]
assert "tool_needs_approval" in codes
async def test_team_with_approval_never_runs_it(writable, monkeypatch):
"""放行是显式的选择:节点上设成 never 才执行。"""
tool, count = writable
_script_team(monkeypatch, member_call={"name": tool, "args": {"sql": "DELETE FROM t"}})
run_id = await _start(_team_graph(tool, approval="never"))
run = await _wait(run_id, ("interrupted", "failed", "succeeded"))
assert run.status == "succeeded", run.error
assert count() == 0
async def test_team_member_out_of_steps_settles_instead_of_handing_in_a_tool_result(
writable, monkeypatch,
):
"""步数用完时交上去的得是结论,不能是工具的原始返回。"""
tool, _ = writable
_script_team(monkeypatch, member_call={"name": tool, "args": {"sql": "SELECT 1 AS one"}})
run_id = await _start(_team_graph(tool, max_steps=1))
run = await _wait(run_id, ("interrupted", "failed", "succeeded"))
assert run.status == "succeeded", run.error
events = await _events(run_id)
ends = [e.data for e in events if e.type == "agent.step.end"]
assert ends and ends[0]["preview"] == "收尾结论", ends
assert "step_limit_settled" in [e.data.get("code") for e in events if e.type == "log"]
# --------------------------------------------------------------------------
# 多条审批并存
# --------------------------------------------------------------------------
def _two_editors():
return {
"nodes": [
node("start", "input", fields=[{"name": "question"}]),
node("h1", "human", mode="edit", title="改稿一", draft="草稿一"),
node("h2", "human", mode="edit", title="改稿二", draft="草稿二"),
node("out", "output", fields=[
{"name": "一", "value": "{{ nodes.h1.value }}"},
{"name": "二", "value": "{{ nodes.h2.value }}"},
]),
],
"edges": [
{"source": "start", "target": "h1"}, {"source": "start", "target": "h2"},
{"source": "h1", "target": "out"}, {"source": "h2", "target": "out"},
],
}
async def test_parallel_edits_arrive_in_full():
"""两条审批并存时,交给引擎的是库里存的那份——以前存之前先截到 2000 字。"""
run_id = await _start(_two_editors())
await _wait(run_id, ("interrupted",))
pending = await _approvals(run_id)
assert set(pending) == {"h1", "h2"}
await run_manager.resume(run_id, {"approved": True, "value": "甲" * 5000},
approval_id=pending["h1"].id)
await run_manager.resume(run_id, {"approved": True, "value": "乙" * 5000},
approval_id=pending["h2"].id)
run = await _wait(run_id, ("failed", "succeeded"))
assert run.status == "succeeded", run.error
assert len(run.output["一"]) == 5000 and len(run.output["二"]) == 5000
async def test_parallel_rejection_with_content_is_still_a_rejection():
"""回复里带了 value,以前解包时只留 value——驳回就这么被当成了交稿。"""
run_id = await _start(_two_editors())
await _wait(run_id, ("interrupted",))
pending = await _approvals(run_id)
await run_manager.resume(run_id, {"approved": True, "value": "甲"},
approval_id=pending["h1"].id)
await run_manager.resume(run_id, {"approved": False, "note": "不行", "value": "乙"},
approval_id=pending["h2"].id)
run = await _wait(run_id, ("failed", "succeeded"))
assert run.status == "failed" and "驳回" in (run.error or ""), run.error