Files
fastmcp-feedback/tests/unit/test_correlation.py
T
rsp2k daec2d9e72
Tests / test (==2.12.2) (push) Canceled after 0s
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Tests / test-postgres (==2.12.2) (push) Canceled after 0s
Tests / test-postgres (>=4,<5) (push) Canceled after 0s
Tests / canary (push) Canceled after 0s
Run the DatabaseSink tests against Postgres + pgvector as well as SQLite
The sink ships with a JSONB variant and is documented for asyncpg, but
the suite only ever exercised SQLite. The embeddings work will need
pgvector, so this adds a local Postgres stack and a way to run the
database tests on it, here and in CI.

- docker-compose.yml: ffb-postgres (pgvector/pgvector:pg16) on a private
  network, published on 127.0.0.1 only, with an init script that adds
  the vector extension to the test database and template1
- Makefile: pg-up/pg-down/pg-reset/pg-logs/pg-psql, test, test-pg,
  test-all, lint; .env is generated from .env.example with a random
  password, and FFB_TEST_DATABASE_URL from the environment wins over it
- tests: a db_url fixture parametrized over sqlite and postgres. The
  postgres leg skips unless FFB_TEST_DATABASE_URL is set, and creates a
  uniquely named database per test (with vector) that is dropped after.
  The DatabaseSink factories in the events, retention, correlation,
  soft-error and instrumentation tests now use it, so their 38 database
  tests run on both. The missing-events-table test accepts either
  backend's error. New tests check isolation and that vector works.
- asyncpg and pgvector added to the dev and test extras
- CI: a test-postgres job on FastMCP 2.12.2 and 4.x with a pgvector
  service container, failing if the Postgres cases skip
- CONTRIBUTING: how to run the suite against Postgres
2026-09-29 19:33:41 -06:00

417 lines
14 KiB
Python

"""Tests for linking feedback to the tool calls that preceded it."""
import asyncio
import contextlib
import json
import sys
from datetime import UTC, datetime, timedelta
from pathlib import Path
import fastmcp
import pytest
from fastmcp import Client, Context, FastMCP
from fastmcp.client.transports import PythonStdioTransport
from fastmcp.exceptions import ToolError
from fastmcp_feedback import add_feedback_tools
from fastmcp_feedback.instrumentation import (
DatabaseSink,
MemorySink,
instrument,
)
from fastmcp_feedback.instrumentation import middleware as mw_module
from fastmcp_feedback.instrumentation.correlation import (
RULE_SESSION,
RULE_USER_WINDOW,
Candidate,
select_calls,
)
NOW = datetime(2026, 9, 27, 12, 0, tzinfo=UTC)
# FastMCP 4's Client speaks MCP 2026-07-28, which has no sessions, so each
# in-memory call gets a new ctx.session_id and there is no header or stdio
# signal to fall back on. Calls from one test client link by user instead.
FASTMCP_4 = int(fastmcp.__version__.split(".")[0]) >= 4
SAME_CLIENT_RULE = RULE_USER_WINDOW if FASTMCP_4 else RULE_SESSION
@pytest.fixture
async def db(db_url):
"""Make DatabaseSinks whose engines are always disposed, even on failure.
An undisposed aiosqlite engine keeps a worker thread alive and the test
process never exits.
"""
made = []
def factory(name="calls", cls=DatabaseSink):
sink = cls(db_url(name), create_tables=True)
made.append(sink)
return sink
yield factory
for sink in made:
await sink.engine.dispose()
def cand(id, minutes_ago, session="s1", user="u1", tool="t", ok=True):
return Candidate(id, tool, NOW - timedelta(minutes=minutes_ago), ok, session, user)
class TestSelectCalls:
def test_session_first_then_user_window_chronological(self):
links = select_calls(
[cand("a", 1), cand("b", 3, session="s2"), cand("c", 2)],
session_id="s1",
user_sub="u1",
since=NOW - timedelta(minutes=15),
limit=10,
)
assert [(link.call_id, link.rule, link.position) for link in links] == [
("b", RULE_USER_WINDOW, 0),
("c", RULE_SESSION, 1),
("a", RULE_SESSION, 2),
]
def test_session_matches_take_priority_over_newer_user_calls(self):
links = select_calls(
[cand("old", 10), cand("new", 1, session="s2")],
session_id="s1",
user_sub="u1",
since=NOW - timedelta(minutes=15),
limit=1,
)
assert [(link.call_id, link.rule) for link in links] == [("old", RULE_SESSION)]
def test_user_window_excludes_old_calls_and_other_users(self):
links = select_calls(
[
cand("recent", 5, session="s2"),
cand("stale", 30, session="s2"),
cand("other", 1, session="s3", user="u2"),
],
session_id="s9",
user_sub="u1",
since=NOW - timedelta(minutes=15),
limit=10,
)
assert [link.call_id for link in links] == ["recent"]
def test_limit_keeps_the_most_recent(self):
links = select_calls(
[cand(str(i), i) for i in range(10)],
session_id="s1",
user_sub=None,
since=NOW,
limit=3,
)
assert [link.call_id for link in links] == ["2", "1", "0"]
def test_duplicates_counted_once_and_naive_times_treated_as_utc(self):
naive = Candidate(
"a",
"t",
(NOW - timedelta(minutes=1)).replace(tzinfo=None),
True,
"s1",
"u1",
)
links = select_calls(
[naive, cand("a", 1)], session_id="s1", user_sub=None, since=NOW, limit=5
)
assert len(links) == 1 and links[0].started_at.tzinfo is not None
def test_no_session_or_user_means_no_links(self):
assert (
select_calls(
[cand("a", 1)], session_id=None, user_sub=None, since=NOW, limit=5
)
== []
)
def build(sinks=None, user="u1", **kwargs):
app = FastMCP("correlated")
@app.tool
def echo(text: str) -> str:
return text
@app.tool
def render(scene: str) -> str:
raise RuntimeError(f"render of {scene} hung")
captured = {}
@app.tool
async def report(ctx: Context) -> list:
links = await mw.capture_recent_calls(ctx)
captured["links"] = links
return [link.call_id for link in links]
identity = {"user": user}
mw = instrument(
app,
sinks if sinks is not None else [MemorySink()],
identity_resolver=lambda c: {"user_sub": identity["user"]},
**kwargs,
)
return app, mw, captured, identity
class TestCaptureRecentCalls:
async def test_same_session_calls_including_failures(self):
app, mw, captured, _ = build()
async with Client(app) as client:
await client.call_tool("echo", {"text": "a"})
with contextlib.suppress(ToolError):
await client.call_tool("render", {"scene": "castle"})
await client.call_tool("report", {})
links = captured["links"]
assert [(link.tool, link.ok, link.rule) for link in links] == [
("echo", True, SAME_CLIENT_RULE),
("render", False, SAME_CLIENT_RULE),
]
async def test_new_session_per_call_falls_back_to_user_window(self):
"""PAT/CI clients open a new MCP session for every call."""
app, mw, captured, _ = build()
for text in ("one", "two"):
async with Client(app) as client:
await client.call_tool("echo", {"text": text})
async with Client(app) as client:
await client.call_tool("report", {})
assert [link.rule for link in captured["links"]] == [RULE_USER_WINDOW] * 2
async def test_other_users_calls_are_not_linked(self):
app, mw, captured, identity = build()
identity["user"] = "someone-else"
async with Client(app) as client:
await client.call_tool("echo", {"text": "not mine"})
identity["user"] = "u1"
async with Client(app) as client:
await client.call_tool("report", {})
assert captured["links"] == []
async def test_calls_still_queued_are_found(self):
release = asyncio.Event()
class Stalled:
async def write(self, records):
await release.wait()
app, mw, captured, _ = build(sinks=[Stalled()])
async with Client(app) as client:
await client.call_tool("echo", {"text": "queued"})
await client.call_tool("report", {})
release.set()
assert [link.tool for link in captured["links"]] == ["echo"]
async def test_database_fallback_after_restart(self, db):
app1, mw1, _, _ = build(sinks=[db("restart")])
async with Client(app1) as client:
await client.call_tool("echo", {"text": "before restart"})
await mw1.aclose()
# A new process: empty in-memory buffer, same database.
app2, mw2, captured, _ = build(sinks=[db("restart")])
async with Client(app2) as client:
await client.call_tool("report", {})
await mw2.aclose()
[link] = captured["links"]
assert link.tool == "echo" and link.rule == RULE_USER_WINDOW
@pytest.mark.skipif(
FASTMCP_4, reason="FastMCP 4 Client is sessionless (MCP 2026-07-28)"
)
async def test_failing_resolver_still_links_by_session(self):
app, mw, captured, _ = build()
mw.identity_resolver = lambda c: 1 / 0
async with Client(app) as client:
await client.call_tool("echo", {"text": "a"})
await client.call_tool("report", {})
assert [link.rule for link in captured["links"]] == [RULE_SESSION]
async def test_slow_database_is_skipped(self, db):
class SlowDb(DatabaseSink):
async def recent_calls(self, **kwargs):
await asyncio.sleep(5)
return []
sink = db("slow", SlowDb)
app, mw, captured, _ = build(sinks=[sink], correlation_timeout=0.05)
async with Client(app) as client:
await client.call_tool("echo", {"text": "a"})
await client.call_tool("report", {})
await mw.aclose()
# The lookup timed out, so capture returned [] rather than hanging.
assert captured["links"] == []
async def test_outside_a_tool_call_returns_empty(self):
_, mw, _, _ = build()
mw.identity_resolver = None
assert await mw.capture_recent_calls() == []
class TestLinksAndContext:
async def test_link_and_read_back_with_external_ids(self, db):
sink = db("links")
app, mw, captured, _ = build(sinks=[sink])
async with Client(app) as client:
await client.call_tool("echo", {"text": "a"})
with contextlib.suppress(ToolError):
await client.call_tool("render", {"scene": "castle"})
await client.call_tool("report", {})
assert await mw.link_feedback("bug-7Q2X", captured["links"])
await mw.flush()
context = await mw.feedback_context("bug-7Q2X")
await mw.aclose()
assert [(c["position"], c["tool"], c["ok"], c["rule"]) for c in context] == [
(0, "echo", True, SAME_CLIENT_RULE),
(1, "render", False, SAME_CLIENT_RULE),
]
assert context[1]["error_type"] == "RuntimeError"
async def test_relinking_replaces_links(self, db):
sink = db("relink")
app, mw, captured, _ = build(sinks=[sink])
async with Client(app) as client:
await client.call_tool("echo", {"text": "a"})
await client.call_tool("report", {})
links = captured["links"]
await mw.link_feedback("fb-1", links)
await mw.link_feedback("fb-1", links)
assert len(await mw.feedback_context("fb-1")) == 1
await mw.aclose()
async def test_context_fills_unflushed_calls_from_memory(self, db):
release = asyncio.Event()
class StalledDb(DatabaseSink):
async def write(self, records):
await release.wait()
sink = db("unflushed", StalledDb)
app, mw, captured, _ = build(sinks=[sink])
async with Client(app) as client:
await client.call_tool("echo", {"text": "a"})
await client.call_tool("report", {})
await mw.link_feedback("fb-2", captured["links"])
[row] = await mw.feedback_context("fb-2")
release.set()
await mw.aclose()
assert row["tool"] == "echo" and row["ok"] is True
async def test_link_without_database_sink_is_false(self):
_, mw, _, _ = build()
assert await mw.link_feedback("x", []) is False
assert await mw.feedback_context("x") == []
class TestSubmitFeedbackAutoLinks:
async def test_submission_links_preceding_calls(self, db):
app = FastMCP("app")
@app.tool
def render(scene: str) -> str:
raise RuntimeError("hung")
sink = db("submit")
mw = instrument(app, [sink], identity_resolver=lambda c: {"user_sub": "u1"})
add_feedback_tools(app, database_url="sqlite:///:memory:", instrumentation=mw)
async with Client(app) as client:
with contextlib.suppress(ToolError):
await client.call_tool("render", {"scene": "castle"})
result = await client.call_tool(
"submit_feedback",
{
"request": {
"type": "bug",
"title": "render hangs",
"description": "the render tool hung",
"submitter": "model",
}
},
)
assert result.data["linked_calls"] == 1
await mw.flush()
[row] = await mw.feedback_context(result.data["feedback_id"])
await mw.aclose()
assert (row["tool"], row["ok"], row["error_type"]) == (
"render",
False,
"RuntimeError",
)
async def test_without_instrumentation_response_unchanged(self):
app = FastMCP("plain")
add_feedback_tools(app, database_url="sqlite:///:memory:")
async with Client(app) as client:
result = await client.call_tool(
"submit_feedback",
{
"request": {
"type": "bug",
"title": "t",
"description": "no instrumentation",
"submitter": "m",
}
},
)
assert "linked_calls" not in result.data
class FakeContext:
def __init__(self, transport=None, session_id="ctx-session"):
self.transport = transport
self.session_id = session_id
class TestSessionKey:
def test_http_session_header_wins(self, monkeypatch):
import fastmcp.server.dependencies as deps
monkeypatch.setattr(
deps,
"get_http_headers",
lambda include_all=False: {"mcp-session-id": "hdr-1"},
)
assert (
mw_module.session_key(FakeContext(transport="streamable-http")) == "hdr-1"
)
def test_stdio_uses_one_key_per_process(self):
a = mw_module.session_key(FakeContext(transport="stdio", session_id="x"))
b = mw_module.session_key(FakeContext(transport="stdio", session_id="y"))
assert a == b and a.startswith("stdio:")
def test_falls_back_to_ctx_session_id(self):
assert mw_module.session_key(FakeContext()) == "ctx-session"
def test_no_context(self):
assert mw_module.session_key(None) is None
class TestStdioEndToEnd:
async def test_same_stdio_client_links_by_session(self):
"""On a real stdio transport, one client's calls link by session on every FastMCP version."""
server = (
Path(__file__).parent.parent / "fixtures" / "stdio_correlation_server.py"
)
transport = PythonStdioTransport(str(server), python_cmd=sys.executable)
async with Client(transport) as client:
await client.call_tool("echo", {"text": "a"})
await client.call_tool("echo", {"text": "b"})
result = await client.call_tool("report", {})
pairs = json.loads(result.content[0].text)
assert pairs == [["echo", RULE_SESSION], ["echo", RULE_SESSION]]