Files
ely-eye/backend/tests/test_search_api.py
T
ZacharyZhang-NY 674c88e84e Rank memory search in SQL instead of rebuilding BM25 in Python
The product path pulled every atom into Python and rebuilt a BM25Okapi
index per query: p50 20.16s over 165,973 atoms. It now runs one SQLite
statement with LIMIT/OFFSET.

- text_index.py: one normalizer for both sides of the index. CJK runs are
  split per character (unicode61 cannot segment them), camelCase and
  separators are split so "search atoms" finds SearchAtoms, latin tokens
  get a prefix match. Rows written before this existed hold raw text in
  atom_fts, so schema v3 rebuilds the index on upgrade.
- retrieval.py: filters (holder / scenario / source / modality / since /
  until / min_trust), a base64 cursor, and reciprocal rank fusion in place
  of the 0.55/0.35/0.10 blend whose graph term was always zero.
- An empty result is {status: "no_match"}, not a bare array.
- Go: search_atoms and compile_context rank through POST /api/search. The
  second Go tokenizer is deleted; two implementations could drift, which
  is what the MCP/HTTP parity requirement forbids.
- db.py passed 500 lines, so the row codec moved to row_codec.py.
- Tooling: installed the repo's own pyright. pyrightconfig.json had no
  exclude and swept the downloaded corpus (1171 errors); with excludes the
  count is 62, all pre-existing (evals 48, profiles 4, training 4,
  ingestion 3, runtime 2, cartridge_assets 1). backend/pyproject.toml
  carried a second [tool.pyright] that shadowed the root config; deleted.
- bench/scale_check.py measures the product search at corpus size. The
  100k-atom p50 number is not written until it is measured on an idle
  machine.

Verification: 112 pytest passed; go build/vet/test clean, gofmt clean;
ruff clean on every touched file; mypy clean on the 14 touched Python
files; repo pyright 62 errors, unchanged per-file ledger.
2026-10-07 16:02:40 -04:00

115 lines
4.8 KiB
Python

"""Search over HTTP: the answers a caller can act on, and the reasons it gets none."""
from __future__ import annotations
from pathlib import Path
import pytest
from fastapi.testclient import TestClient
import ely_eye.api as api_module
from ely_eye.config import Settings
from ely_eye.db import Database
from ely_eye.memory import MemoryService
from ely_eye.schemas import MemoryOrigin
KEYS = "我们的钥匙放在玄关抽屉里"
PASSPORT = "护照在书房第二个抽屉里"
WALLET = "钱包在玄关的挂钩上"
@pytest.fixture
def client(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> TestClient:
settings = Settings(home=tmp_path, default_holder="wife")
monkeypatch.setattr(api_module, "get_settings", lambda: settings)
return TestClient(api_module.create_app())
def search(client: TestClient, payload: dict) -> dict:
response = client.post("/api/search", json=payload)
assert response.status_code in (200, 422), response.text
return response.json()
def test_a_chinese_question_finds_the_memory_it_was_written_in(client: TestClient) -> None:
client.post("/api/memory", json={"text": KEYS, "scenario": "home"})
answer = search(client, {"query": "钥匙"})
assert answer["status"] == "hits"
assert [hit["atom"]["text"] for hit in answer["hits"]] == [KEYS]
def test_an_empty_corpus_answers_no_match_rather_than_an_empty_array(client: TestClient) -> None:
answer = search(client, {"query": "钥匙"})
assert answer["hits"] == []
assert answer["status"] == "no_match", "an empty answer must say the corpus has nothing"
def test_a_query_with_nothing_searchable_is_refused_with_the_reason(client: TestClient) -> None:
response = client.post("/api/search", json={"query": "???"})
assert response.status_code == 422
assert "needs at least one searchable word" in response.json()["detail"]
def test_the_scenario_filter_hides_memories_from_other_scenarios(client: TestClient) -> None:
client.post("/api/memory", json={"text": KEYS, "scenario": "home"})
assert search(client, {"query": "钥匙", "filters": {"scenario": "home"}})["status"] == "hits"
assert search(client, {"query": "钥匙", "filters": {"scenario": "travel"}})["status"] == "no_match"
def test_a_superseded_memory_stops_answering(client: TestClient) -> None:
old = client.post("/api/memory", json={"text": KEYS}).json()
client.post("/api/memory/supersede", json={"atom_id": old["atom_id"], "text": PASSPORT})
answer = search(client, {"query": "抽屉"})
assert [hit["atom"]["text"] for hit in answer["hits"]] == [PASSPORT]
def test_paging_walks_every_hit_without_skipping_one(client: TestClient) -> None:
for text in (KEYS, PASSPORT, WALLET, "备用钥匙在车里", "工具箱在阳台的抽屉里"):
client.post("/api/memory", json={"text": text})
seen: list[str] = []
cursor = None
for _ in range(10):
payload: dict = {"query": "钥匙", "top_k": 2}
if cursor:
payload["cursor"] = cursor
answer = search(client, payload)
seen.extend(hit["atom"]["atom_id"] for hit in answer["hits"])
cursor = answer["next_cursor"]
if not cursor:
break
assert cursor is None, "the page loop never reached the end"
assert len(seen) == len(set(seen)), "a page repeated a memory"
assert len(seen) == 2, "only two memories mention 钥匙"
def test_the_holder_filter_answers_only_that_holders_memory(
client: TestClient, tmp_path: Path
) -> None:
client.post("/api/memory", json={"text": KEYS})
husband = MemoryService(Settings(home=tmp_path, default_holder="husband"), Database(Settings(home=tmp_path)))
husband.remember("我的钥匙在办公室", holder_id="husband", origin=MemoryOrigin.self_)
answer = search(client, {"query": "钥匙", "filters": {"holder": "husband"}})
assert [hit["atom"]["text"] for hit in answer["hits"]] == ["我的钥匙在办公室"]
def test_the_cli_answers_in_json_a_machine_can_read(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> None:
"""The three faces rank alike: the CLI reports the same hit the HTTP face returns."""
import json
from typer.testing import CliRunner
import ely_eye.cli as cli_module
from ely_eye.cli import app
settings = Settings(home=tmp_path, default_holder="wife")
monkeypatch.setattr(cli_module, "get_settings", lambda: settings)
runner = CliRunner()
MemoryService(settings, Database(settings)).remember(KEYS, holder_id="wife", origin=MemoryOrigin.self_, scenario="home")
answer = json.loads(runner.invoke(app, ["search", "钥匙", "--scenario", "home"]).stdout)
assert answer["status"] == "hits"
assert [hit["atom"]["text"] for hit in answer["hits"]] == [KEYS]
empty = json.loads(runner.invoke(app, ["search", "钥匙", "--scenario", "travel"]).stdout)
assert empty["status"] == "no_match"