From 588ae9a259a6ec0f29b56f4b695e485bb0d5c4d5 Mon Sep 17 00:00:00 2001 From: Javier Torres Date: Fri, 24 Apr 2026 09:19:14 +0200 Subject: [PATCH 01/13] Add semantic search support to server store --- server/backend/pyproject.toml | 7 + server/backend/src/cq_server/app.py | 28 +- server/backend/src/cq_server/auth.py | 8 +- server/backend/src/cq_server/review.py | 44 +- server/backend/src/cq_server/semsearch.py | 120 +++ server/backend/src/cq_server/store.py | 87 +- server/backend/tests/test_app.py | 163 +++- server/backend/tests/test_store.py | 341 +++---- server/backend/uv.lock | 1058 +++++++++++---------- 9 files changed, 1090 insertions(+), 766 deletions(-) create mode 100644 server/backend/src/cq_server/semsearch.py diff --git a/server/backend/pyproject.toml b/server/backend/pyproject.toml index 50ca7dc8..cc3c811d 100644 --- a/server/backend/pyproject.toml +++ b/server/backend/pyproject.toml @@ -16,6 +16,13 @@ dependencies = [ "cq-sdk~=0.6.1", ] +[project.optional-dependencies] +semsearch = [ + "sqlite_vec", + "numpy", + "httpx", +] + [project.scripts] cq-server = "cq_server.app:main" diff --git a/server/backend/src/cq_server/app.py b/server/backend/src/cq_server/app.py index 9a851e3f..d2375161 100644 --- a/server/backend/src/cq_server/app.py +++ b/server/backend/src/cq_server/app.py @@ -89,7 +89,7 @@ def health() -> dict[str, str]: @api_router.get("/query") -def query_units( +async def query_units( domains: Annotated[list[str], Query()], languages: Annotated[list[str] | None, Query()] = None, frameworks: Annotated[list[str] | None, Query()] = None, @@ -97,11 +97,11 @@ def query_units( ) -> list[KnowledgeUnit]: """Search knowledge units by domain tags with relevance ranking.""" store = _get_store() - return store.query(domains, languages=languages, frameworks=frameworks, limit=limit) + return await store.query(domains, languages=languages, frameworks=frameworks, limit=limit) @api_router.post("/propose", status_code=201) -def propose_unit(request: ProposeRequest) -> KnowledgeUnit: +async def propose_unit(request: ProposeRequest) -> KnowledgeUnit: """Submit a new knowledge unit.""" store = _get_store() normalized = normalize_domains(request.domains) @@ -114,42 +114,42 @@ def propose_unit(request: ProposeRequest) -> KnowledgeUnit: tier=Tier.PRIVATE, created_by=request.created_by, ) - store.insert(unit) + await store.insert(unit) return unit @api_router.post("/confirm/{unit_id}") -def confirm_unit(unit_id: str) -> KnowledgeUnit: +async def confirm_unit(unit_id: str) -> KnowledgeUnit: """Confirm a knowledge unit, boosting its confidence.""" store = _get_store() - unit = store.get(unit_id) + unit = await store.get(unit_id) if unit is None: raise HTTPException(status_code=404, detail="Knowledge unit not found") confirmed = apply_confirmation(unit) - store.update(confirmed) + await store.update(confirmed) return confirmed @api_router.post("/flag/{unit_id}") -def flag_unit(unit_id: str, request: FlagRequest) -> KnowledgeUnit: +async def flag_unit(unit_id: str, request: FlagRequest) -> KnowledgeUnit: """Flag a knowledge unit, reducing its confidence.""" store = _get_store() - unit = store.get(unit_id) + unit = await store.get(unit_id) if unit is None: raise HTTPException(status_code=404, detail="Knowledge unit not found") flagged = apply_flag(unit, request.reason) - store.update(flagged) + await store.update(flagged) return flagged @api_router.get("/stats") -def stats() -> StatsResponse: +async def stats() -> StatsResponse: """Return store statistics.""" store = _get_store() return StatsResponse( - total_units=store.count(), - tiers=store.counts_by_tier(), - domains=store.domain_counts(), + total_units=await store.count(), + tiers=await store.counts_by_tier(), + domains=await store.domain_counts(), ) diff --git a/server/backend/src/cq_server/auth.py b/server/backend/src/cq_server/auth.py index da270804..09bd628c 100644 --- a/server/backend/src/cq_server/auth.py +++ b/server/backend/src/cq_server/auth.py @@ -103,7 +103,7 @@ def get_current_user(request: Request) -> str: @router.post("/login") -def login(request: LoginRequest, store: RemoteStore = Depends(get_store)) -> LoginResponse: +async def login(request: LoginRequest, store: RemoteStore = Depends(get_store)) -> LoginResponse: """Authenticate a user and return a JWT token. Args: @@ -116,7 +116,7 @@ def login(request: LoginRequest, store: RemoteStore = Depends(get_store)) -> Log Raises: HTTPException: With status 401 if credentials are invalid. """ - user = store.get_user(request.username) + user = await store.get_user(request.username) if user is None or not verify_password(request.password, user["password_hash"]): raise HTTPException(status_code=401, detail="Invalid username or password") token = create_token(request.username, secret=_get_jwt_secret()) @@ -124,7 +124,7 @@ def login(request: LoginRequest, store: RemoteStore = Depends(get_store)) -> Log @router.get("/me") -def me(username: str = Depends(get_current_user), store: RemoteStore = Depends(get_store)) -> MeResponse: +async def me(username: str = Depends(get_current_user), store: RemoteStore = Depends(get_store)) -> MeResponse: """Return the current user's info. Args: @@ -137,7 +137,7 @@ def me(username: str = Depends(get_current_user), store: RemoteStore = Depends(g Raises: HTTPException: With status 404 if the user no longer exists. """ - user = store.get_user(username) + user = await store.get_user(username) if user is None: raise HTTPException(status_code=404, detail="User not found") return MeResponse(username=user["username"], created_at=user["created_at"]) diff --git a/server/backend/src/cq_server/review.py b/server/backend/src/cq_server/review.py index 389df784..676b247c 100644 --- a/server/backend/src/cq_server/review.py +++ b/server/backend/src/cq_server/review.py @@ -85,7 +85,7 @@ def _build_decision(unit_id: str, row: dict[str, str | None]) -> ReviewDecisionR @router.get("/queue") -def review_queue( +async def review_queue( limit: int = 20, offset: int = 0, _user: str = Depends(get_current_user), @@ -102,8 +102,8 @@ def review_queue( Returns: A paginated list of pending knowledge units with review metadata. """ - items = store.pending_queue(limit=limit, offset=offset) - total = store.pending_count() + items = await store.pending_queue(limit=limit, offset=offset) + total = await store.pending_count() return ReviewQueueResponse( items=[ ReviewItem( @@ -121,7 +121,7 @@ def review_queue( @router.post("/{unit_id}/approve") -def approve_unit( +async def approve_unit( unit_id: str, username: str = Depends(get_current_user), store: RemoteStore = Depends(get_store), @@ -140,19 +140,19 @@ def approve_unit( HTTPException: With status 404 if the unit does not exist. HTTPException: With status 409 if the unit has already been reviewed. """ - status = store.get_review_status(unit_id) + status = await store.get_review_status(unit_id) if status is None: raise HTTPException(status_code=404, detail="Knowledge unit not found") if status["status"] != "pending": raise HTTPException(status_code=409, detail=f"Knowledge unit already {status['status']}") - store.set_review_status(unit_id, "approved", username) - updated = store.get_review_status(unit_id) + await store.set_review_status(unit_id, "approved", username) + updated = await store.get_review_status(unit_id) assert updated is not None # Unit exists; we just wrote to it. return _build_decision(unit_id, updated) @router.post("/{unit_id}/reject") -def reject_unit( +async def reject_unit( unit_id: str, username: str = Depends(get_current_user), store: RemoteStore = Depends(get_store), @@ -171,19 +171,19 @@ def reject_unit( HTTPException: With status 404 if the unit does not exist. HTTPException: With status 409 if the unit has already been reviewed. """ - status = store.get_review_status(unit_id) + status = await store.get_review_status(unit_id) if status is None: raise HTTPException(status_code=404, detail="Knowledge unit not found") if status["status"] != "pending": raise HTTPException(status_code=409, detail=f"Knowledge unit already {status['status']}") - store.set_review_status(unit_id, "rejected", username) - updated = store.get_review_status(unit_id) + await store.set_review_status(unit_id, "rejected", username) + updated = await store.get_review_status(unit_id) assert updated is not None # Unit exists; we just wrote to it. return _build_decision(unit_id, updated) @router.get("/stats") -def review_stats( +async def review_stats( _user: str = Depends(get_current_user), store: RemoteStore = Depends(get_store), ) -> ReviewStatsResponse: @@ -197,24 +197,24 @@ def review_stats( Aggregated counts by status, domain distribution, confidence distribution, recent activity, and daily trend data. """ - counts = store.counts_by_status() + counts = await store.counts_by_status() return ReviewStatsResponse( counts={ "pending": counts.get("pending", 0), "approved": counts.get("approved", 0), "rejected": counts.get("rejected", 0), }, - domains=store.domain_counts(), - confidence_distribution=store.confidence_distribution(), - recent_activity=store.recent_activity(), + domains=await store.domain_counts(), + confidence_distribution=await store.confidence_distribution(), + recent_activity=await store.recent_activity(), trends=TrendsResponse( - daily=[DailyCount(**d) for d in store.daily_counts()], + daily=[DailyCount(**d) for d in await store.daily_counts()], ), ) @router.get("/units") -def list_units( +async def list_units( domain: str | None = None, confidence_min: float | None = None, confidence_max: float | None = None, @@ -238,7 +238,7 @@ def list_units( Returns: List of knowledge units with review metadata. """ - items = store.list_units( + items = await store.list_units( domain=domain, confidence_min=confidence_min, confidence_max=confidence_max, @@ -257,7 +257,7 @@ def list_units( @router.get("/{unit_id}") -def get_unit( +async def get_unit( unit_id: str, _user: str = Depends(get_current_user), store: RemoteStore = Depends(get_store), @@ -275,10 +275,10 @@ def get_unit( Raises: HTTPException: With status 404 if the unit does not exist. """ - ku = store.get_any(unit_id) + ku = await store.get_any(unit_id) if ku is None: raise HTTPException(status_code=404, detail="Knowledge unit not found") - review = store.get_review_status(unit_id) + review = await store.get_review_status(unit_id) assert review is not None # Unit exists; get_any just returned it. return ReviewItem( knowledge_unit=ku, diff --git a/server/backend/src/cq_server/semsearch.py b/server/backend/src/cq_server/semsearch.py new file mode 100644 index 00000000..2a9b8d01 --- /dev/null +++ b/server/backend/src/cq_server/semsearch.py @@ -0,0 +1,120 @@ +import logging +import os +import sqlite3 +import numpy as np + +from cq.models import KnowledgeUnit + +logger = logging.getLogger(__name__) + +_ENABLED = False +_DIM = int(os.environ.get("SEMSEARCH_EMBEDDING_DIM", 768)) + + +_TOKEN_EMBEDDING_URL = os.environ.get("TOKEN_EMBEDDING_URL", "http://localhost:8080") +if _TOKEN_EMBEDDING_URL: + try: + import sqlite_vec + from httpx import AsyncClient + _ENABLED = True + + logger.info(f"Token embedding enabled using encoderfile endpoint at {_TOKEN_EMBEDDING_URL}") + except ImportError: + logger.warning( + "TOKEN_EMBEDDING_URL is set but required packages are not installed; " + "semantic search will be unavailable. To enable, install cq with " + "the 'embedding' extra: pip install cq-sdk[embedding]", + exc_info=True, + ) + + +_VEC_SCHEMA_SQL = """ +CREATE VIRTUAL TABLE IF NOT EXISTS knowledge_units_vec + USING vec0( + id TEXT PRIMARY KEY, + embedding float[{dim}] + ); +""" + +_VEC_SEARCH_SQL = """ + SELECT ku.data + FROM knowledge_units_vec vec + JOIN knowledge_units ku ON ku.id = vec.id + WHERE ku.status = 'approved' + AND vec.embedding MATCH ? + AND k = ? + ORDER BY vec.distance +""" + +_VEC_DELETE_SQL = "DELETE FROM knowledge_units_vec WHERE id = ?" +_VEC_INSERT_SQL = "INSERT INTO knowledge_units_vec (id, embedding) VALUES (?, ?)" + + +async def _get_embeddings(wordlist: list[str]) -> list[np.array]: + """Get embeddings for a list of words using the embedding API.""" + if not _ENABLED: + raise RuntimeError("Semantic search is not enabled. Set TOKEN_EMBEDDING_URL and install required packages to enable.") + async with AsyncClient(base_url=_TOKEN_EMBEDDING_URL) as client: + request_data = {"inputs": wordlist} + response = await client.post("/predict", json=request_data) + response.raise_for_status() + results = response.json().get("results") + if not results: + raise RuntimeError(f"Embedding API returned no embeddings for input: {request_data}") + return [np.average(np.array([embedding.get("embedding") for embedding in embeddings["embeddings"]]), axis=0) for embeddings in results] + + +def is_enabled() -> bool: + """Return whether semantic search dependencies are available.""" + return _ENABLED + + +def _serialize_embedding(vec: np.ndarray) -> bytes: + arr = np.asarray(vec, dtype=np.float32) + if hasattr(sqlite_vec, "serialize_float32"): + return sqlite_vec.serialize_float32(arr) + return arr.tobytes() + +def load(conn: sqlite3.Connection) -> None: + if not _ENABLED: + return + conn.enable_load_extension(True) + sqlite_vec.load(conn) + conn.enable_load_extension(False) + + +def ensure_schema(conn: sqlite3.Connection) -> None: + """Create semantic search virtual table if embedding is enabled.""" + if not _ENABLED: + return + conn.executescript(_VEC_SCHEMA_SQL.format(dim=_DIM)) + + +async def upsert_unit(conn: sqlite3.Connection, unit: KnowledgeUnit) -> None: + """Insert or update a knowledge unit embedding row.""" + if not _ENABLED: + return + text = " ".join([unit.insight.summary, unit.insight.detail, unit.insight.action]).strip() + if not text: + return + embedding = (await _get_embeddings([text]))[0] + serialized = _serialize_embedding(embedding) + conn.execute(_VEC_DELETE_SQL, (unit.id,)) + conn.execute(_VEC_INSERT_SQL, (unit.id, serialized)) + + +async def query(conn: sqlite3.Connection, domains: list[str], *, limit: int = 5) -> list[KnowledgeUnit]: + """Semantic search implementation.""" + if not _ENABLED: + return [] + if not domains: + return [] + if limit <= 0: + return [] + vec_emb_search = await _get_embeddings(domains) + search_embedding = _serialize_embedding(vec_emb_search[0]) + try: + vec_rows = conn.execute(_VEC_SEARCH_SQL, (search_embedding, limit)).fetchall() + except sqlite3.OperationalError: + vec_rows = [] + return [KnowledgeUnit.model_validate_json(row[0]) for row in vec_rows] diff --git a/server/backend/src/cq_server/store.py b/server/backend/src/cq_server/store.py index 28b1c4c3..b40f03d1 100644 --- a/server/backend/src/cq_server/store.py +++ b/server/backend/src/cq_server/store.py @@ -16,6 +16,7 @@ from .scoring import calculate_relevance from .tables import ensure_review_columns, ensure_users_table +from . import semsearch DEFAULT_DB_PATH = Path("/data/cq.db") @@ -53,7 +54,7 @@ class RemoteStore: def __init__(self, db_path: Path | None = None) -> None: """Initialise the store, creating the database and schema if needed. - + Args: db_path: Path to the SQLite database file. Defaults to /data/cq.db. """ @@ -67,6 +68,7 @@ def __init__(self, db_path: Path | None = None) -> None: def _open_connection(self) -> sqlite3.Connection: """Open and configure a SQLite connection.""" conn = sqlite3.connect(str(self._db_path), check_same_thread=False) + semsearch.load(conn) conn.execute("PRAGMA foreign_keys = ON") conn.execute("PRAGMA journal_mode = WAL") conn.execute("PRAGMA synchronous = NORMAL") @@ -78,6 +80,8 @@ def _ensure_schema(self) -> None: self._conn.executescript(_SCHEMA_SQL) ensure_review_columns(self._conn) ensure_users_table(self._conn) + semsearch.ensure_schema(self._conn) + def _check_open(self) -> None: """Raise if the store has been closed.""" @@ -109,7 +113,7 @@ def db_path(self) -> Path: """Path to the SQLite database file.""" return self._db_path - def insert(self, unit: KnowledgeUnit) -> None: + async def insert(self, unit: KnowledgeUnit) -> None: """Insert a knowledge unit into the store. Args: @@ -137,8 +141,9 @@ def insert(self, unit: KnowledgeUnit) -> None: "INSERT INTO knowledge_unit_domains (unit_id, domain) VALUES (?, ?)", [(unit.id, d) for d in domains], ) + await semsearch.upsert_unit(self._conn, unit) - def get(self, unit_id: str) -> KnowledgeUnit | None: + async def get(self, unit_id: str) -> KnowledgeUnit | None: """Retrieve an approved knowledge unit by ID. Agent-facing: only returns KUs that have passed human review. @@ -160,7 +165,7 @@ def get(self, unit_id: str) -> KnowledgeUnit | None: return None return KnowledgeUnit.model_validate_json(row[0]) - def get_any(self, unit_id: str) -> KnowledgeUnit | None: + async def get_any(self, unit_id: str) -> KnowledgeUnit | None: """Retrieve a knowledge unit by ID regardless of review status. Internal use only — review endpoints and activity feed. @@ -181,7 +186,7 @@ def get_any(self, unit_id: str) -> KnowledgeUnit | None: return None return KnowledgeUnit.model_validate_json(row[0]) - def get_review_status(self, unit_id: str) -> dict[str, str | None] | None: + async def get_review_status(self, unit_id: str) -> dict[str, str | None] | None: """Return review metadata for a knowledge unit. Args: @@ -201,7 +206,7 @@ def get_review_status(self, unit_id: str) -> dict[str, str | None] | None: return None return {"status": row[0], "reviewed_by": row[1], "reviewed_at": row[2]} - def set_review_status(self, unit_id: str, status: str, reviewed_by: str) -> None: + async def set_review_status(self, unit_id: str, status: str, reviewed_by: str) -> None: """Update the review status of a knowledge unit. Args: @@ -222,7 +227,7 @@ def set_review_status(self, unit_id: str, status: str, reviewed_by: str) -> None if cursor.rowcount == 0: raise KeyError(f"Knowledge unit not found: {unit_id}") - def update(self, unit: KnowledgeUnit) -> None: + async def update(self, unit: KnowledgeUnit) -> None: """Replace an existing knowledge unit in the store. Args: @@ -253,8 +258,9 @@ def update(self, unit: KnowledgeUnit) -> None: "INSERT INTO knowledge_unit_domains (unit_id, domain) VALUES (?, ?)", [(unit.id, d) for d in domains], ) + await semsearch.upsert_unit(self._conn, unit) - def query( + async def query( self, domains: list[str], *, @@ -262,22 +268,7 @@ def query( frameworks: list[str] | None = None, limit: int = 5, ) -> list[KnowledgeUnit]: - """Search for knowledge units by domain tags with relevance ranking. - - Args: - domains: Domain tags to search for. - languages: Optional language ranking signal. KUs matching any - listed language rank higher but non-matching KUs are still returned. - frameworks: Optional framework ranking signal. KUs matching any - listed framework rank higher but non-matching KUs are still returned. - limit: Maximum number of results to return. Must be positive. - - Returns: - Knowledge units ranked by relevance * confidence, descending. - - Raises: - ValueError: If limit is not positive. - """ + """Async query that combines semantic and domain matches.""" self._check_open() if limit <= 0: raise ValueError("limit must be positive") @@ -287,7 +278,12 @@ def query( normalized = normalize_domains(domains) if not normalized: return [] - # Safe: placeholders is only '?' characters, never user input. + + try: + semantic_units = await semsearch.query(self._conn, normalized, limit=limit) + except Exception: + semantic_units = [] + placeholders = ",".join("?" for _ in normalized) sql = f""" SELECT ku.data @@ -302,10 +298,13 @@ def query( with self._lock: rows = self._conn.execute(sql, normalized).fetchall() - # PoC: all filtering and scoring is in-memory after deserialization. - # For larger stores, push coarse filters into SQL. - units = [KnowledgeUnit.model_validate_json(row[0]) for row in rows] + semantic_rank = {unit.id: idx for idx, unit in enumerate(semantic_units)} + units_by_id: dict[str, KnowledgeUnit] = {unit.id: unit for unit in semantic_units} + for row in rows: + unit = KnowledgeUnit.model_validate_json(row[0]) + units_by_id[unit.id] = unit + units = list(units_by_id.values()) scored = [] for unit in units: relevance = calculate_relevance( @@ -314,19 +313,21 @@ def query( query_languages=languages, query_frameworks=frameworks, ) - scored.append((relevance * unit.evidence.confidence, unit)) + # Keep semantic ordering as a stable tiebreaker when lexical relevance ties. + sem_idx = semantic_rank.get(unit.id, 10**9) + scored.append((relevance * unit.evidence.confidence, sem_idx, unit)) - scored.sort(key=lambda pair: (pair[0], pair[1].id), reverse=True) - return [unit for _, unit in scored[:limit]] + scored.sort(key=lambda item: (-item[0], item[1], item[2].id)) + return [unit for _, _, unit in scored[:limit]] - def count(self) -> int: + async def count(self) -> int: """Return the total number of knowledge units in the store.""" self._check_open() with self._lock: row = self._conn.execute("SELECT COUNT(*) FROM knowledge_units").fetchone() return row[0] - def domain_counts(self) -> dict[str, int]: + async def domain_counts(self) -> dict[str, int]: """Return the count of approved knowledge units per domain tag.""" self._check_open() with self._lock: @@ -339,7 +340,7 @@ def domain_counts(self) -> dict[str, int]: ).fetchall() return {row[0]: row[1] for row in rows} - def pending_queue(self, *, limit: int = 20, offset: int = 0) -> list[dict[str, Any]]: + async def pending_queue(self, *, limit: int = 20, offset: int = 0) -> list[dict[str, Any]]: """Return pending KUs with review metadata, oldest first. Args: @@ -368,21 +369,21 @@ def pending_queue(self, *, limit: int = 20, offset: int = 0) -> list[dict[str, A for row in rows ] - def pending_count(self) -> int: + async def pending_count(self) -> int: """Return the number of pending KUs.""" self._check_open() with self._lock: row = self._conn.execute("SELECT COUNT(*) FROM knowledge_units WHERE status = 'pending'").fetchone() return row[0] - def counts_by_status(self) -> dict[str, int]: + async def counts_by_status(self) -> dict[str, int]: """Return KU counts grouped by review status.""" self._check_open() with self._lock: rows = self._conn.execute("SELECT status, COUNT(*) FROM knowledge_units GROUP BY status").fetchall() return {row[0]: row[1] for row in rows} - def counts_by_tier(self) -> dict[str, int]: + async def counts_by_tier(self) -> dict[str, int]: """Return approved KU counts grouped by tier.""" self._check_open() with self._lock: @@ -391,7 +392,7 @@ def counts_by_tier(self) -> dict[str, int]: ).fetchall() return {row[0]: row[1] for row in rows} - def list_units( + async def list_units( self, *, domain: str | None = None, @@ -462,7 +463,7 @@ def list_units( break return results - def create_user(self, username: str, password_hash: str) -> None: + async def create_user(self, username: str, password_hash: str) -> None: """Insert a new user. Args: @@ -480,7 +481,7 @@ def create_user(self, username: str, password_hash: str) -> None: (username, password_hash, now), ) - def get_user(self, username: str) -> dict[str, str] | None: + async def get_user(self, username: str) -> dict[str, str] | None: """Retrieve a user by username. Args: @@ -500,7 +501,7 @@ def get_user(self, username: str) -> dict[str, str] | None: return None return {"username": row[0], "password_hash": row[1], "created_at": row[2]} - def confidence_distribution(self) -> dict[str, int]: + async def confidence_distribution(self) -> dict[str, int]: """Return confidence distribution buckets for approved KUs.""" self._check_open() with self._lock: @@ -519,7 +520,7 @@ def confidence_distribution(self) -> dict[str, int]: buckets["0.8-1.0"] += 1 return buckets - def recent_activity(self, limit: int = 20) -> list[dict[str, Any]]: + async def recent_activity(self, limit: int = 20) -> list[dict[str, Any]]: """Return recent activity as one event per knowledge unit. Each KU appears once: reviewed KUs show as approved/rejected, @@ -568,7 +569,7 @@ def recent_activity(self, limit: int = 20) -> list[dict[str, Any]]: activity.sort(key=lambda e: e.get("timestamp", ""), reverse=True) return activity[:limit] - def daily_counts(self, *, days: int = 30) -> list[dict[str, Any]]: + async def daily_counts(self, *, days: int = 30) -> list[dict[str, Any]]: """Return daily proposal and approval counts with contiguous dates. Returns one entry per day from the earliest activity (within the diff --git a/server/backend/tests/test_app.py b/server/backend/tests/test_app.py index cff29cee..1de93add 100644 --- a/server/backend/tests/test_app.py +++ b/server/backend/tests/test_app.py @@ -1,6 +1,7 @@ """Tests for the cq remote API endpoints.""" from collections.abc import Iterator +import asyncio from pathlib import Path from typing import Any @@ -8,6 +9,7 @@ from fastapi.testclient import TestClient from cq_server.app import app +from cq_server import semsearch @pytest.fixture() @@ -30,23 +32,23 @@ def _propose_payload(**overrides: Any) -> dict[str, Any]: return {**defaults, **overrides} -def _approve_unit(client: TestClient, unit_id: str) -> None: +async def _approve_unit(client: TestClient, unit_id: str) -> None: """Approve a unit via the store for testing.""" from cq_server.app import _get_store store = _get_store() - store.set_review_status(unit_id, "approved", "test-reviewer") + await store.set_review_status(unit_id, "approved", "test-reviewer") class TestHealth: - def test_health_returns_ok(self, client: TestClient) -> None: + async def test_health_returns_ok(self, client: TestClient) -> None: resp = client.get("/health") assert resp.status_code == 200 assert resp.json() == {"status": "ok"} class TestPropose: - def test_propose_creates_unit(self, client: TestClient) -> None: + async def test_propose_creates_unit(self, client: TestClient) -> None: resp = client.post("/propose", json=_propose_payload()) assert resp.status_code == 201 body = resp.json() @@ -55,7 +57,7 @@ def test_propose_creates_unit(self, client: TestClient) -> None: assert body["insight"]["summary"] == "Use connection pooling" assert body["evidence"]["confidence"] == 0.5 - def test_propose_with_context(self, client: TestClient) -> None: + async def test_propose_with_context(self, client: TestClient) -> None: payload = _propose_payload( context={"languages": ["python"], "frameworks": ["fastapi"]}, ) @@ -65,17 +67,17 @@ def test_propose_with_context(self, client: TestClient) -> None: assert "python" in body["context"]["languages"] assert "fastapi" in body["context"]["frameworks"] - def test_propose_with_empty_domains_rejected(self, client: TestClient) -> None: + async def test_propose_with_empty_domains_rejected(self, client: TestClient) -> None: payload = _propose_payload(domains=[]) resp = client.post("/propose", json=payload) assert resp.status_code == 422 - def test_propose_with_whitespace_only_domains_rejected(self, client: TestClient) -> None: + async def test_propose_with_whitespace_only_domains_rejected(self, client: TestClient) -> None: payload = _propose_payload(domains=[" ", ""]) resp = client.post("/propose", json=payload) assert resp.status_code == 422 - def test_propose_normalizes_domains(self, client: TestClient) -> None: + async def test_propose_normalizes_domains(self, client: TestClient) -> None: payload = _propose_payload(domains=["API", " Databases "]) resp = client.post("/propose", json=payload) assert resp.status_code == 201 @@ -83,34 +85,34 @@ def test_propose_normalizes_domains(self, client: TestClient) -> None: class TestQuery: - def _insert_unit(self, client: TestClient, **overrides: Any) -> dict[str, Any]: + async def _insert_unit(self, client: TestClient, **overrides: Any) -> dict[str, Any]: resp = client.post("/propose", json=_propose_payload(**overrides)) assert resp.status_code == 201 body = resp.json() - _approve_unit(client, body["id"]) + await _approve_unit(client, body["id"]) return body - def test_query_returns_matching_units(self, client: TestClient) -> None: - self._insert_unit(client, domains=["databases"]) + async def test_query_returns_matching_units(self, client: TestClient) -> None: + await self._insert_unit(client, domains=["databases"]) resp = client.get("/query", params={"domains": ["databases"]}) assert resp.status_code == 200 results = resp.json() assert len(results) == 1 assert results[0]["domains"] == ["databases"] - def test_query_returns_empty_for_no_match(self, client: TestClient) -> None: - self._insert_unit(client, domains=["databases"]) + async def test_query_returns_empty_for_no_match(self, client: TestClient) -> None: + await self._insert_unit(client, domains=["databases"]) resp = client.get("/query", params={"domains": ["networking"]}) assert resp.status_code == 200 assert resp.json() == [] - def test_query_boosts_matching_language(self, client: TestClient) -> None: - self._insert_unit( + async def test_query_boosts_matching_language(self, client: TestClient) -> None: + await self._insert_unit( client, domains=["web"], context={"languages": ["python"], "frameworks": []}, ) - self._insert_unit( + await self._insert_unit( client, domains=["web"], context={"languages": ["go"], "frameworks": []}, @@ -121,18 +123,18 @@ def test_query_boosts_matching_language(self, client: TestClient) -> None: assert len(results) == 2 assert "python" in results[0]["context"]["languages"] - def test_query_boosts_any_matching_language(self, client: TestClient) -> None: - self._insert_unit( + async def test_query_boosts_any_matching_language(self, client: TestClient) -> None: + await self._insert_unit( client, domains=["web"], context={"languages": ["python"], "frameworks": []}, ) - self._insert_unit( + await self._insert_unit( client, domains=["web"], context={"languages": ["go"], "frameworks": []}, ) - self._insert_unit( + await self._insert_unit( client, domains=["web"], context={"languages": ["rust"], "frameworks": []}, @@ -147,66 +149,145 @@ def test_query_boosts_any_matching_language(self, client: TestClient) -> None: top_langs = {results[0]["context"]["languages"][0], results[1]["context"]["languages"][0]} assert top_langs == {"python", "go"} - def test_query_respects_limit(self, client: TestClient) -> None: + async def test_query_respects_limit(self, client: TestClient) -> None: for _ in range(3): - self._insert_unit(client, domains=["api"]) + await self._insert_unit(client, domains=["api"]) resp = client.get("/query", params={"domains": ["api"], "limit": 2}) assert resp.status_code == 200 assert len(resp.json()) == 2 - def test_query_rejects_zero_limit(self, client: TestClient) -> None: + async def test_query_rejects_zero_limit(self, client: TestClient) -> None: resp = client.get("/query", params={"domains": ["api"], "limit": 0}) assert resp.status_code == 422 + async def test_query_finds_expected_unit_across_distinct_domains(self, client: TestClient) -> None: + await self._insert_unit( + client, + domains=["astronomy"], + insight={ + "summary": "Classify exoplanets by transit depth", + "detail": "Use transit-light-curve features to identify likely exoplanets.", + "action": "Prioritize follow-up spectroscopy for high-confidence candidates.", + }, + ) + await self._insert_unit( + client, + domains=["culinary"], + insight={ + "summary": "Balance acidity in tomato sauces", + "detail": "A small amount of fat and slow simmering rounds harsh acidity.", + "action": "Adjust with olive oil and reduce over low heat.", + }, + ) + await self._insert_unit( + client, + domains=["cybersecurity"], + insight={ + "summary": "Rotate API keys on a fixed cadence", + "detail": "Short-lived credentials reduce blast radius after compromise.", + "action": "Automate key rollover every 30 days.", + }, + ) + + resp = client.get("/query", params={"domains": ["astronomy"]}) + assert resp.status_code == 200 + results = resp.json() + assert len(results) == 1 + assert results[0]["domains"] == ["astronomy"] + assert "exoplanets" in results[0]["insight"]["summary"].lower() + + async def test_query_returns_semantic_hit_without_domain_overlap(self, client: TestClient) -> None: + if not semsearch.is_enabled(): + pytest.skip("semantic dependencies are not enabled") + try: + await semsearch._get_embeddings(["connectivity check"]) + except Exception as exc: + pytest.skip(f"embedding server unavailable: {exc}") + + await self._insert_unit( + client, + domains=["astronomy"], + insight={ + "summary": "Detect exoplanets from transit dips", + "detail": "Transit photometry captures periodic brightness dips from orbiting planets.", + "action": "Prioritize stars with consistent dip timing for follow-up observations.", + }, + ) + await self._insert_unit( + client, + domains=["culinary"], + insight={ + "summary": "Build richer soups with layered aromatics", + "detail": "Sweat onions and celery before adding stock to deepen flavor.", + "action": "Bloom spices in oil before simmering.", + }, + ) + await self._insert_unit( + client, + domains=["cybersecurity"], + insight={ + "summary": "Rotate credentials after incident response", + "detail": "Credential rotation limits persistence after compromise.", + "action": "Automate revocation and key replacement workflows.", + }, + ) + + # No exact domain match exists for this query term, so a hit implies semantic retrieval. + resp = client.get("/query", params={"domains": ["exoplanet transit photometry"]}) + assert resp.status_code == 200 + results = resp.json() + assert len(results) >= 1 + assert results[0]["domains"] == ["astronomy"] + class TestConfirm: - def test_confirm_boosts_confidence(self, client: TestClient) -> None: + async def test_confirm_boosts_confidence(self, client: TestClient) -> None: created = client.post("/propose", json=_propose_payload()).json() - _approve_unit(client, created["id"]) + await _approve_unit(client, created["id"]) resp = client.post(f"/confirm/{created['id']}") assert resp.status_code == 200 body = resp.json() assert body["evidence"]["confirmations"] == 2 assert body["evidence"]["confidence"] > 0.5 - def test_confirm_pending_unit_returns_404(self, client: TestClient) -> None: + async def test_confirm_pending_unit_returns_404(self, client: TestClient) -> None: created = client.post("/propose", json=_propose_payload()).json() resp = client.post(f"/confirm/{created['id']}") assert resp.status_code == 404 - def test_confirm_missing_unit_returns_404(self, client: TestClient) -> None: + async def test_confirm_missing_unit_returns_404(self, client: TestClient) -> None: resp = client.post("/confirm/ku_nonexistent") assert resp.status_code == 404 assert "not found" in resp.json()["detail"].lower() class TestFlag: - def test_flag_reduces_confidence(self, client: TestClient) -> None: + async def test_flag_reduces_confidence(self, client: TestClient) -> None: created = client.post("/propose", json=_propose_payload()).json() - _approve_unit(client, created["id"]) + await _approve_unit(client, created["id"]) resp = client.post(f"/flag/{created['id']}", json={"reason": "stale"}) assert resp.status_code == 200 body = resp.json() assert body["evidence"]["confidence"] < 0.5 assert len(body["flags"]) == 1 - def test_flag_pending_unit_returns_404(self, client: TestClient) -> None: + async def test_flag_pending_unit_returns_404(self, client: TestClient) -> None: created = client.post("/propose", json=_propose_payload()).json() resp = client.post(f"/flag/{created['id']}", json={"reason": "stale"}) assert resp.status_code == 404 - def test_flag_missing_unit_returns_404(self, client: TestClient) -> None: + async def test_flag_missing_unit_returns_404(self, client: TestClient) -> None: resp = client.post("/flag/ku_nonexistent", json={"reason": "stale"}) assert resp.status_code == 404 - def test_flag_with_invalid_reason_rejected(self, client: TestClient) -> None: + async def test_flag_with_invalid_reason_rejected(self, client: TestClient) -> None: created = client.post("/propose", json=_propose_payload()).json() resp = client.post(f"/flag/{created['id']}", json={"reason": "invalid_reason"}) assert resp.status_code == 422 class TestStats: - def test_stats_empty_store(self, client: TestClient) -> None: + async def test_stats_empty_store(self, client: TestClient) -> None: resp = client.get("/stats") assert resp.status_code == 200 body = resp.json() @@ -214,14 +295,14 @@ def test_stats_empty_store(self, client: TestClient) -> None: assert body["tiers"] == {} assert body["domains"] == {} - def test_stats_after_inserts(self, client: TestClient) -> None: + async def test_stats_after_inserts(self, client: TestClient) -> None: from cq_server.app import _get_store r1 = client.post("/propose", json=_propose_payload(domains=["api", "auth"])) r2 = client.post("/propose", json=_propose_payload(domains=["api", "payments"])) store = _get_store() - store.set_review_status(r1.json()["id"], "approved", "tester") - store.set_review_status(r2.json()["id"], "approved", "tester") + await store.set_review_status(r1.json()["id"], "approved", "tester") + await store.set_review_status(r2.json()["id"], "approved", "tester") resp = client.get("/stats") assert resp.status_code == 200 body = resp.json() @@ -235,12 +316,12 @@ def test_stats_after_inserts(self, client: TestClient) -> None: class TestReviewLifecycleEndToEnd: """End-to-end test covering propose -> review -> query -> stats lifecycle.""" - def test_full_review_lifecycle(self, client: TestClient) -> None: + async def test_full_review_lifecycle(self, client: TestClient) -> None: from cq_server.app import _get_store from cq_server.auth import hash_password store = _get_store() - store.create_user("reviewer", hash_password("pass123")) + await store.create_user("reviewer", hash_password("pass123")) # Log in. login_resp = client.post( @@ -294,7 +375,7 @@ def test_full_review_lifecycle(self, client: TestClient) -> None: class TestEndToEnd: - def test_propose_confirm_flag_lifecycle(self, client: TestClient) -> None: + async def test_propose_confirm_flag_lifecycle(self, client: TestClient) -> None: # Propose a unit. payload = _propose_payload( domains=["api", "payments"], @@ -305,7 +386,7 @@ def test_propose_confirm_flag_lifecycle(self, client: TestClient) -> None: unit_id = created.json()["id"] # Approve the unit so it becomes queryable. - _approve_unit(client, unit_id) + await _approve_unit(client, unit_id) # Query returns the unit. resp = client.get( diff --git a/server/backend/tests/test_store.py b/server/backend/tests/test_store.py index a5b232f9..ce3d93ff 100644 --- a/server/backend/tests/test_store.py +++ b/server/backend/tests/test_store.py @@ -44,194 +44,215 @@ def store(tmp_path: Path) -> Iterator[RemoteStore]: s.close() -def _insert_and_approve(store: RemoteStore, **overrides: Any) -> KnowledgeUnit: +async def _insert_and_approve(store: RemoteStore, **overrides: Any) -> KnowledgeUnit: """Insert a knowledge unit and approve it for query visibility.""" unit = _make_unit(**overrides) - store.insert(unit) - store.set_review_status(unit.id, "approved", "test-reviewer") + await store.insert(unit) + await store.set_review_status(unit.id, "approved", "test-reviewer") return unit class TestInsertAndGet: - def test_insert_and_retrieve(self, store: RemoteStore) -> None: + async def test_insert_and_retrieve(self, store: RemoteStore) -> None: unit = _make_unit() - store.insert(unit) - retrieved = store.get_any(unit.id) + await store.insert(unit) + retrieved = await store.get_any(unit.id) assert retrieved == unit - def test_insert_duplicate_raises(self, store: RemoteStore) -> None: + async def test_insert_duplicate_raises(self, store: RemoteStore) -> None: unit = _make_unit() - store.insert(unit) + await store.insert(unit) with pytest.raises(sqlite3.IntegrityError): - store.insert(unit) + await store.insert(unit) - def test_returns_none_for_missing_id(self, store: RemoteStore) -> None: - assert store.get("ku_nonexistent") is None + async def test_returns_none_for_missing_id(self, store: RemoteStore) -> None: + assert await store.get("ku_nonexistent") is None - def test_insert_with_empty_domains_raises(self, store: RemoteStore) -> None: + async def test_insert_with_empty_domains_raises(self, store: RemoteStore) -> None: unit = _make_unit(domains=[" ", ""]) with pytest.raises(ValueError, match="At least one non-empty domain"): - store.insert(unit) + await store.insert(unit) class TestUpdate: - def test_update_persists_changes(self, store: RemoteStore) -> None: - unit = _insert_and_approve(store) + async def test_update_persists_changes(self, store: RemoteStore) -> None: + unit = await _insert_and_approve(store) confirmed = apply_confirmation(unit) - store.update(confirmed) - retrieved = store.get(unit.id) + await store.update(confirmed) + retrieved = await store.get(unit.id) assert retrieved is not None assert retrieved.evidence.confirmations == 2 - def test_update_missing_unit_raises(self, store: RemoteStore) -> None: + async def test_update_missing_unit_raises(self, store: RemoteStore) -> None: unit = _make_unit() with pytest.raises(KeyError, match="Knowledge unit not found"): - store.update(unit) + await store.update(unit) - def test_update_with_empty_domains_raises(self, store: RemoteStore) -> None: + async def test_update_with_empty_domains_raises(self, store: RemoteStore) -> None: unit = _make_unit(domains=["databases"]) - store.insert(unit) + await store.insert(unit) updated = unit.model_copy(update={"domains": [" "]}) with pytest.raises(ValueError, match="At least one non-empty domain"): - store.update(updated) + await store.update(updated) class TestQuery: - def test_returns_matching_units(self, store: RemoteStore) -> None: - unit = _insert_and_approve(store, domains=["databases"]) - results = store.query(["databases"]) + async def test_returns_matching_units(self, store: RemoteStore) -> None: + unit = await _insert_and_approve(store, domains=["databases"]) + results = await store.query(["databases"]) assert len(results) == 1 assert results[0].id == unit.id - def test_returns_empty_for_no_match(self, store: RemoteStore) -> None: - _insert_and_approve(store, domains=["databases"]) - assert store.query(["networking"]) == [] + async def test_returns_empty_for_no_match(self, store: RemoteStore) -> None: + await _insert_and_approve(store, domains=["databases"]) + assert await store.query(["networking"]) == [] - def test_language_filter_boosts_matching_units(self, store: RemoteStore) -> None: - py = _insert_and_approve( + async def test_language_filter_boosts_matching_units(self, store: RemoteStore) -> None: + py = await _insert_and_approve( store, domains=["web"], context=Context(languages=["python"]), ) - go = _insert_and_approve( + go = await _insert_and_approve( store, domains=["web"], context=Context(languages=["go"]), ) - results = store.query(["web"], languages=["python"]) + results = await store.query(["web"], languages=["python"]) assert len(results) == 2 assert results[0].id == py.id assert results[1].id == go.id - def test_language_filter_includes_units_without_language(self, store: RemoteStore) -> None: + async def test_language_filter_includes_units_without_language(self, store: RemoteStore) -> None: """KUs with no language set should still appear when language filter is used.""" - no_lang = _insert_and_approve(store, domains=["ci"]) - results = store.query(["ci"], languages=["python"]) + no_lang = await _insert_and_approve(store, domains=["ci"]) + results = await store.query(["ci"], languages=["python"]) assert len(results) == 1 assert results[0].id == no_lang.id - def test_framework_filter_includes_units_without_framework(self, store: RemoteStore) -> None: + async def test_framework_filter_includes_units_without_framework(self, store: RemoteStore) -> None: """KUs with no framework set should still appear when framework filter is used.""" - no_fw = _insert_and_approve(store, domains=["web"]) - results = store.query(["web"], frameworks=["fastapi"]) + no_fw = await _insert_and_approve(store, domains=["web"]) + results = await store.query(["web"], frameworks=["fastapi"]) assert len(results) == 1 assert results[0].id == no_fw.id - def test_language_filter_ranks_matching_higher(self, store: RemoteStore) -> None: + async def test_language_filter_ranks_matching_higher(self, store: RemoteStore) -> None: """KUs with matching language should rank above those without.""" - no_lang = _insert_and_approve(store, domains=["web"]) - with_lang = _insert_and_approve( + no_lang = await _insert_and_approve(store, domains=["web"]) + with_lang = await _insert_and_approve( store, domains=["web"], context=Context(languages=["python"]), ) - results = store.query(["web"], languages=["python"]) + results = await store.query(["web"], languages=["python"]) assert len(results) == 2 assert results[0].id == with_lang.id assert results[1].id == no_lang.id - def test_multiple_languages_boost_any_match(self, store: RemoteStore) -> None: + async def test_multiple_languages_boost_any_match(self, store: RemoteStore) -> None: """Querying with multiple languages boosts units matching any of them.""" - py = _insert_and_approve( + py = await _insert_and_approve( store, domains=["web"], context=Context(languages=["python"]), ) - go = _insert_and_approve( + go = await _insert_and_approve( store, domains=["web"], context=Context(languages=["go"]), ) - rust = _insert_and_approve( + rust = await _insert_and_approve( store, domains=["web"], context=Context(languages=["rust"]), ) - results = store.query(["web"], languages=["python", "go"]) + results = await store.query(["web"], languages=["python", "go"]) assert len(results) == 3 # Both python and go units rank above rust (no match). matched_ids = {results[0].id, results[1].id} assert matched_ids == {py.id, go.id} assert results[2].id == rust.id - def test_multiple_frameworks_boost_any_match(self, store: RemoteStore) -> None: + async def test_multiple_frameworks_boost_any_match(self, store: RemoteStore) -> None: """Querying with multiple frameworks boosts units matching any of them.""" - fastapi = _insert_and_approve( + fastapi = await _insert_and_approve( store, domains=["web"], context=Context(frameworks=["fastapi"]), ) - django = _insert_and_approve( + django = await _insert_and_approve( store, domains=["web"], context=Context(frameworks=["django"]), ) - flask = _insert_and_approve( + flask = await _insert_and_approve( store, domains=["web"], context=Context(frameworks=["flask"]), ) - results = store.query(["web"], frameworks=["fastapi", "django"]) + results = await store.query(["web"], frameworks=["fastapi", "django"]) assert len(results) == 3 matched_ids = {results[0].id, results[1].id} assert matched_ids == {fastapi.id, django.id} assert results[2].id == flask.id - def test_rejects_non_positive_limit(self, store: RemoteStore) -> None: + async def test_rejects_non_positive_limit(self, store: RemoteStore) -> None: with pytest.raises(ValueError, match="limit must be positive"): - store.query(["databases"], limit=0) + await store.query(["databases"], limit=0) + + async def test_combines_semantic_and_domain_results(self, store: RemoteStore, monkeypatch: pytest.MonkeyPatch) -> None: + semantic_only = await _insert_and_approve(store, domains=["astronomy"]) + domain_match = await _insert_and_approve(store, domains=["databases"]) + + async def _fake_semantic_query( + _conn: sqlite3.Connection, + _domains: list[str], + *, + limit: int = 5, + ) -> list[KnowledgeUnit]: + _ = limit + return [semantic_only] + + monkeypatch.setattr("cq_server.semsearch.query", _fake_semantic_query) + + results = await store.query(["databases"]) + + ids = {unit.id for unit in results} + assert semantic_only.id in ids + assert domain_match.id in ids class TestStats: - def test_count_empty_store(self, store: RemoteStore) -> None: - assert store.count() == 0 + async def test_count_empty_store(self, store: RemoteStore) -> None: + assert await store.count() == 0 - def test_count_after_inserts(self, store: RemoteStore) -> None: - store.insert(_make_unit(domains=["a"])) - store.insert(_make_unit(domains=["b"])) - assert store.count() == 2 + async def test_count_after_inserts(self, store: RemoteStore) -> None: + await store.insert(_make_unit(domains=["a"])) + await store.insert(_make_unit(domains=["b"])) + assert await store.count() == 2 - def test_domain_counts(self, store: RemoteStore) -> None: + async def test_domain_counts(self, store: RemoteStore) -> None: u1 = _make_unit(domains=["api", "payments"]) u2 = _make_unit(domains=["api", "auth"]) - store.insert(u1) - store.insert(u2) - store.set_review_status(u1.id, "approved", "tester") - store.set_review_status(u2.id, "approved", "tester") - counts = store.domain_counts() + await store.insert(u1) + await store.insert(u2) + await store.set_review_status(u1.id, "approved", "tester") + await store.set_review_status(u2.id, "approved", "tester") + counts = await store.domain_counts() assert counts["api"] == 2 assert counts["payments"] == 1 assert counts["auth"] == 1 class TestTierColumn: - def test_tier_column_exists_after_migration(self, store: RemoteStore) -> None: + async def test_tier_column_exists_after_migration(self, store: RemoteStore) -> None: """The tier column should exist on the knowledge_units table.""" cursor = store._conn.execute("PRAGMA table_info(knowledge_units)") columns = {row[1] for row in cursor.fetchall()} assert "tier" in columns - def test_tier_column_defaults_to_private_for_migration(self, store: RemoteStore) -> None: + async def test_tier_column_defaults_to_private_for_migration(self, store: RemoteStore) -> None: """Pre-existing rows without an explicit tier get 'private' from the column default.""" store._conn.execute( "INSERT INTO knowledge_units (id, data, created_at) VALUES (?, ?, ?)", @@ -244,56 +265,56 @@ def test_tier_column_defaults_to_private_for_migration(self, store: RemoteStore) ).fetchone() assert row[0] == "private" - def test_insert_populates_tier_from_unit(self, store: RemoteStore) -> None: + async def test_insert_populates_tier_from_unit(self, store: RemoteStore) -> None: """Insert should write the unit's tier value to the tier column.""" unit = _make_unit(tier=Tier.PRIVATE) - store.insert(unit) + await store.insert(unit) row = store._conn.execute("SELECT tier FROM knowledge_units WHERE id = ?", (unit.id,)).fetchone() assert row[0] == "private" - def test_update_syncs_tier_column(self, store: RemoteStore) -> None: + async def test_update_syncs_tier_column(self, store: RemoteStore) -> None: """Update should keep the tier column in sync with the JSON blob.""" unit = _make_unit(tier=Tier.PRIVATE) - store.insert(unit) + await store.insert(unit) updated = unit.model_copy(update={"tier": Tier.PUBLIC}) - store.update(updated) + await store.update(updated) row = store._conn.execute("SELECT tier FROM knowledge_units WHERE id = ?", (unit.id,)).fetchone() assert row[0] == "public" - def test_counts_by_tier_empty(self, store: RemoteStore) -> None: + async def test_counts_by_tier_empty(self, store: RemoteStore) -> None: """Empty store returns empty dict.""" - assert store.counts_by_tier() == {} + assert await store.counts_by_tier() == {} - def test_counts_by_tier_approved_only(self, store: RemoteStore) -> None: + async def test_counts_by_tier_approved_only(self, store: RemoteStore) -> None: """Only approved units are counted.""" u1 = _make_unit(domains=["a"], tier=Tier.PRIVATE) u2 = _make_unit(domains=["b"], tier=Tier.PRIVATE) u3 = _make_unit(domains=["c"], tier=Tier.PRIVATE) - store.insert(u1) - store.insert(u2) - store.insert(u3) - store.set_review_status(u1.id, "approved", "reviewer") - store.set_review_status(u2.id, "approved", "reviewer") - counts = store.counts_by_tier() + await store.insert(u1) + await store.insert(u2) + await store.insert(u3) + await store.set_review_status(u1.id, "approved", "reviewer") + await store.set_review_status(u2.id, "approved", "reviewer") + counts = await store.counts_by_tier() assert counts == {"private": 2} - def test_counts_by_tier_groups_correctly(self, store: RemoteStore) -> None: + async def test_counts_by_tier_groups_correctly(self, store: RemoteStore) -> None: """Counts are grouped by tier value.""" u1 = _make_unit(domains=["a"], tier=Tier.PRIVATE) u2 = _make_unit(domains=["b"], tier=Tier.PUBLIC) - store.insert(u1) - store.insert(u2) - store.set_review_status(u1.id, "approved", "reviewer") - store.set_review_status(u2.id, "approved", "reviewer") - counts = store.counts_by_tier() + await store.insert(u1) + await store.insert(u2) + await store.set_review_status(u1.id, "approved", "reviewer") + await store.set_review_status(u2.id, "approved", "reviewer") + counts = await store.counts_by_tier() assert counts == {"private": 1, "public": 1} class TestReviewStatus: - def test_inserted_unit_has_pending_status(self, store: RemoteStore) -> None: + async def test_inserted_unit_has_pending_status(self, store: RemoteStore) -> None: unit = _make_unit() - store.insert(unit) - status = store.get_review_status(unit.id) + await store.insert(unit) + status = await store.get_review_status(unit.id) assert status is not None assert status["status"] == "pending" assert status["reviewed_by"] is None @@ -301,93 +322,93 @@ def test_inserted_unit_has_pending_status(self, store: RemoteStore) -> None: class TestStatusFiltering: - def test_query_excludes_pending_units(self, store: RemoteStore) -> None: + async def test_query_excludes_pending_units(self, store: RemoteStore) -> None: unit = _make_unit(domains=["api"]) - store.insert(unit) - results = store.query(["api"]) + await store.insert(unit) + results = await store.query(["api"]) assert len(results) == 0 - def test_query_returns_approved_units(self, store: RemoteStore) -> None: + async def test_query_returns_approved_units(self, store: RemoteStore) -> None: unit = _make_unit(domains=["api"]) - store.insert(unit) - store.set_review_status(unit.id, "approved", "reviewer") - results = store.query(["api"]) + await store.insert(unit) + await store.set_review_status(unit.id, "approved", "reviewer") + results = await store.query(["api"]) assert len(results) == 1 - def test_query_excludes_rejected_units(self, store: RemoteStore) -> None: + async def test_query_excludes_rejected_units(self, store: RemoteStore) -> None: unit = _make_unit(domains=["api"]) - store.insert(unit) - store.set_review_status(unit.id, "rejected", "reviewer") - results = store.query(["api"]) + await store.insert(unit) + await store.set_review_status(unit.id, "rejected", "reviewer") + results = await store.query(["api"]) assert len(results) == 0 - def test_get_only_returns_approved_for_agents(self, store: RemoteStore) -> None: + async def test_get_only_returns_approved_for_agents(self, store: RemoteStore) -> None: unit = _make_unit() - store.insert(unit) - assert store.get(unit.id) is None + await store.insert(unit) + assert await store.get(unit.id) is None - def test_get_returns_approved_unit(self, store: RemoteStore) -> None: + async def test_get_returns_approved_unit(self, store: RemoteStore) -> None: unit = _make_unit() - store.insert(unit) - store.set_review_status(unit.id, "approved", "reviewer") - assert store.get(unit.id) is not None + await store.insert(unit) + await store.set_review_status(unit.id, "approved", "reviewer") + assert await store.get(unit.id) is not None class TestReviewQueue: - def test_pending_queue_returns_pending_units(self, store: RemoteStore) -> None: + async def test_pending_queue_returns_pending_units(self, store: RemoteStore) -> None: u1 = _make_unit(domains=["api"]) u2 = _make_unit(domains=["db"]) - store.insert(u1) - store.insert(u2) - queue = store.pending_queue(limit=20, offset=0) + await store.insert(u1) + await store.insert(u2) + queue = await store.pending_queue(limit=20, offset=0) assert len(queue) == 2 - def test_pending_queue_excludes_reviewed(self, store: RemoteStore) -> None: + async def test_pending_queue_excludes_reviewed(self, store: RemoteStore) -> None: unit = _make_unit(domains=["api"]) - store.insert(unit) - store.set_review_status(unit.id, "approved", "reviewer") - queue = store.pending_queue(limit=20, offset=0) + await store.insert(unit) + await store.set_review_status(unit.id, "approved", "reviewer") + queue = await store.pending_queue(limit=20, offset=0) assert len(queue) == 0 - def test_pending_count(self, store: RemoteStore) -> None: + async def test_pending_count(self, store: RemoteStore) -> None: u1 = _make_unit(domains=["a"]) u2 = _make_unit(domains=["b"]) - store.insert(u1) - store.insert(u2) - store.set_review_status(u1.id, "approved", "reviewer") - assert store.pending_count() == 1 + await store.insert(u1) + await store.insert(u2) + await store.set_review_status(u1.id, "approved", "reviewer") + assert await store.pending_count() == 1 - def test_counts_by_status(self, store: RemoteStore) -> None: + async def test_counts_by_status(self, store: RemoteStore) -> None: u1 = _make_unit(domains=["a"]) u2 = _make_unit(domains=["b"]) u3 = _make_unit(domains=["c"]) - store.insert(u1) - store.insert(u2) - store.insert(u3) - store.set_review_status(u1.id, "approved", "reviewer") - store.set_review_status(u2.id, "rejected", "reviewer") - counts = store.counts_by_status() + await store.insert(u1) + await store.insert(u2) + await store.insert(u3) + await store.set_review_status(u1.id, "approved", "reviewer") + await store.set_review_status(u2.id, "rejected", "reviewer") + counts = await store.counts_by_status() assert counts["approved"] == 1 assert counts["rejected"] == 1 assert counts["pending"] == 1 - def test_daily_counts(self, store: RemoteStore) -> None: - store.insert(_make_unit(domains=["a"])) - store.insert(_make_unit(domains=["b"])) - counts = store.daily_counts(days=30) + async def test_daily_counts(self, store: RemoteStore) -> None: + await store.insert(_make_unit(domains=["a"])) + await store.insert(_make_unit(domains=["b"])) + counts = await store.daily_counts(days=30) assert len(counts) >= 1 total = sum(row["proposed"] for row in counts) assert total == 2 - def test_daily_counts_gap_fills_to_today(self, store: RemoteStore) -> None: + async def test_daily_counts_gap_fills_to_today(self, store: RemoteStore) -> None: """daily_counts should return contiguous dates from the earliest entry to today.""" three_days_ago = datetime.now(UTC) - timedelta(days=3) unit = _make_unit(domains=["a"]) unit.evidence.first_observed = three_days_ago unit.evidence.last_confirmed = three_days_ago - store.insert(unit) + await store.insert(unit) - counts = store.daily_counts(days=30) + counts = await store.daily_counts(days=30) dates = [row["date"] for row in counts] today_str = datetime.now(UTC).strftime("%Y-%m-%d") @@ -403,7 +424,7 @@ def test_daily_counts_gap_fills_to_today(self, store: RemoteStore) -> None: for row in counts[1:]: assert row["proposed"] == 0 - def test_daily_counts_includes_approved(self, store: RemoteStore) -> None: + async def test_daily_counts_includes_approved(self, store: RemoteStore) -> None: """daily_counts should include approved counts grouped by reviewed_at date.""" three_days_ago = datetime.now(UTC) - timedelta(days=3) one_day_ago = datetime.now(UTC) - timedelta(days=1) @@ -411,14 +432,14 @@ def test_daily_counts_includes_approved(self, store: RemoteStore) -> None: u1 = _make_unit(domains=["a"]) u1.evidence.first_observed = three_days_ago u1.evidence.last_confirmed = three_days_ago - store.insert(u1) + await store.insert(u1) u2 = _make_unit(domains=["b"]) u2.evidence.first_observed = three_days_ago u2.evidence.last_confirmed = three_days_ago - store.insert(u2) + await store.insert(u2) - store.set_review_status(u1.id, "approved", "reviewer") + await store.set_review_status(u1.id, "approved", "reviewer") # Backdate reviewed_at to 1 day ago. with store._lock, store._conn: store._conn.execute( @@ -426,7 +447,7 @@ def test_daily_counts_includes_approved(self, store: RemoteStore) -> None: (one_day_ago.isoformat(), u1.id), ) - counts = store.daily_counts(days=30) + counts = await store.daily_counts(days=30) by_date = {row["date"]: row for row in counts} three_days_ago_str = three_days_ago.strftime("%Y-%m-%d") @@ -439,16 +460,16 @@ def test_daily_counts_includes_approved(self, store: RemoteStore) -> None: # No approvals on the proposal date. assert by_date[three_days_ago_str]["approved"] == 0 - def test_daily_counts_includes_rejected(self, store: RemoteStore) -> None: + async def test_daily_counts_includes_rejected(self, store: RemoteStore) -> None: """daily_counts should include rejected counts grouped by reviewed_at date.""" two_days_ago = datetime.now(UTC) - timedelta(days=2) unit = _make_unit(domains=["a"]) unit.evidence.first_observed = two_days_ago unit.evidence.last_confirmed = two_days_ago - store.insert(unit) + await store.insert(unit) - store.set_review_status(unit.id, "rejected", "reviewer") + await store.set_review_status(unit.id, "rejected", "reviewer") # Backdate reviewed_at to today. today = datetime.now(UTC) with store._lock, store._conn: @@ -457,7 +478,7 @@ def test_daily_counts_includes_rejected(self, store: RemoteStore) -> None: (today.isoformat(), unit.id), ) - counts = store.daily_counts(days=30) + counts = await store.daily_counts(days=30) by_date = {row["date"]: row for row in counts} today_str = today.strftime("%Y-%m-%d") @@ -468,45 +489,45 @@ def test_daily_counts_includes_rejected(self, store: RemoteStore) -> None: assert by_date[today_str]["rejected"] == 1 assert by_date[today_str]["proposed"] == 0 - def test_daily_counts_rejects_non_positive_days(self, store: RemoteStore) -> None: + async def test_daily_counts_rejects_non_positive_days(self, store: RemoteStore) -> None: with pytest.raises(ValueError, match="days must be positive"): - store.daily_counts(days=0) + await store.daily_counts(days=0) - def test_pending_queue_pagination(self, store: RemoteStore) -> None: + async def test_pending_queue_pagination(self, store: RemoteStore) -> None: for _ in range(3): - store.insert(_make_unit(domains=["a"])) - page1 = store.pending_queue(limit=2, offset=0) - page2 = store.pending_queue(limit=2, offset=2) + await store.insert(_make_unit(domains=["a"])) + page1 = await store.pending_queue(limit=2, offset=0) + page2 = await store.pending_queue(limit=2, offset=2) assert len(page1) == 2 assert len(page2) == 1 ids = {r["knowledge_unit"].id for r in page1} | {r["knowledge_unit"].id for r in page2} assert len(ids) == 3 - def test_counts_by_status_empty(self, store: RemoteStore) -> None: - counts = store.counts_by_status() + async def test_counts_by_status_empty(self, store: RemoteStore) -> None: + counts = await store.counts_by_status() assert counts == {} class TestEndToEnd: - def test_propose_confirm_flag_lifecycle(self, store: RemoteStore) -> None: - _insert_and_approve( + async def test_propose_confirm_flag_lifecycle(self, store: RemoteStore) -> None: + await _insert_and_approve( store, domains=["api", "payments"], context=Context(languages=["python"], frameworks=["fastapi"]), tier=Tier.PRIVATE, ) - results = store.query(["api", "payments"], languages=["python"]) + results = await store.query(["api", "payments"], languages=["python"]) assert len(results) == 1 assert results[0].evidence.confidence == 0.5 confirmed = apply_confirmation(results[0]) - store.update(confirmed) - results = store.query(["api", "payments"]) + 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178735 }, + { url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598 }, ] From 9bceb0a2bc56dca5ab210f9d94c7c6aeb6d8ef5b Mon Sep 17 00:00:00 2001 From: Javier Torres Date: Fri, 24 Apr 2026 09:35:27 +0200 Subject: [PATCH 02/13] Remove default embeddings endpoint --- server/backend/src/cq_server/semsearch.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/server/backend/src/cq_server/semsearch.py b/server/backend/src/cq_server/semsearch.py index 2a9b8d01..03ca2b05 100644 --- a/server/backend/src/cq_server/semsearch.py +++ b/server/backend/src/cq_server/semsearch.py @@ -11,7 +11,7 @@ _DIM = int(os.environ.get("SEMSEARCH_EMBEDDING_DIM", 768)) -_TOKEN_EMBEDDING_URL = os.environ.get("TOKEN_EMBEDDING_URL", "http://localhost:8080") +_TOKEN_EMBEDDING_URL = os.environ.get("TOKEN_EMBEDDING_URL") if _TOKEN_EMBEDDING_URL: try: import sqlite_vec From ff6f2013f4946ff1682c5f8575052237d4d792e9 Mon Sep 17 00:00:00 2001 From: Javier Torres Date: Fri, 24 Apr 2026 10:25:32 +0200 Subject: [PATCH 03/13] Fix lint --- server/backend/src/cq_server/auth.py | 16 ++++++------ server/backend/src/cq_server/semsearch.py | 31 ++++++++++++++++++----- server/backend/src/cq_server/store.py | 7 +++-- 3 files changed, 35 insertions(+), 19 deletions(-) diff --git a/server/backend/src/cq_server/auth.py b/server/backend/src/cq_server/auth.py index 8fb1c6c0..bd8c343b 100644 --- a/server/backend/src/cq_server/auth.py +++ b/server/backend/src/cq_server/auth.py @@ -209,20 +209,20 @@ async def me(username: str = Depends(get_current_user), store: RemoteStore = Dep return MeResponse(username=user["username"], created_at=user["created_at"]) -def _require_user_id(store: RemoteStore, username: str) -> int: +async def _require_user_id(store: RemoteStore, username: str) -> int: """Return the integer user id for the authenticated caller. Raises: HTTPException: 404 if the user record has been removed while the JWT remains valid. """ - user = store.get_user(username) + user = await store.get_user(username) if user is None: raise HTTPException(status_code=404, detail="User not found") return int(user["id"]) @router.post("/api-keys", status_code=201) -def create_api_key_route( +async def create_api_key_route( request: CreateApiKeyRequest, username: str = Depends(get_current_user), store: RemoteStore = Depends(get_store), @@ -242,7 +242,7 @@ def create_api_key_route( duration = parse_ttl(request.ttl) except ValueError as exc: raise HTTPException(status_code=422, detail=str(exc)) from exc - user_id = _require_user_id(store, username) + user_id = await _require_user_id(store, username) if store.count_active_api_keys_for_user(user_id) >= MAX_ACTIVE_API_KEYS_PER_USER: raise HTTPException( status_code=409, @@ -265,17 +265,17 @@ def create_api_key_route( @router.get("/api-keys") -def list_api_keys_route( +async def list_api_keys_route( username: str = Depends(get_current_user), store: RemoteStore = Depends(get_store), ) -> list[ApiKeyPublic]: """Return the authenticated user's API keys. Never returns plaintext.""" - user_id = _require_user_id(store, username) + user_id = await _require_user_id(store, username) return [_to_public(row) for row in store.list_api_keys_for_user(user_id)] @router.delete("/api-keys/{key_id}", status_code=204) -def revoke_api_key_route( +async def revoke_api_key_route( key_id: str, username: str = Depends(get_current_user), store: RemoteStore = Depends(get_store), @@ -286,7 +286,7 @@ def revoke_api_key_route( 204. A 404 is returned only when the key does not exist or is owned by a different user (uniform response, no enumeration oracle). """ - user_id = _require_user_id(store, username) + user_id = await _require_user_id(store, username) if store.get_api_key_for_user(user_id=user_id, key_id=key_id) is None: raise HTTPException(status_code=404, detail="API key not found") store.revoke_api_key(user_id=user_id, key_id=key_id) diff --git a/server/backend/src/cq_server/semsearch.py b/server/backend/src/cq_server/semsearch.py index 03ca2b05..4bb7247a 100644 --- a/server/backend/src/cq_server/semsearch.py +++ b/server/backend/src/cq_server/semsearch.py @@ -1,8 +1,16 @@ +"""Semantic-search helpers backed by sqlite-vec and remote token embeddings. + +This module provides optional semantic indexing and retrieval for knowledge units. +Semantic search is enabled only when `TOKEN_EMBEDDING_URL` is configured and the +embedding dependencies are installed. +""" + import logging import os import sqlite3 -import numpy as np +import numpy as np +import numpy.typing as npt from cq.models import KnowledgeUnit logger = logging.getLogger(__name__) @@ -16,6 +24,7 @@ try: import sqlite_vec from httpx import AsyncClient + _ENABLED = True logger.info(f"Token embedding enabled using encoderfile endpoint at {_TOKEN_EMBEDDING_URL}") @@ -50,18 +59,23 @@ _VEC_INSERT_SQL = "INSERT INTO knowledge_units_vec (id, embedding) VALUES (?, ?)" -async def _get_embeddings(wordlist: list[str]) -> list[np.array]: +async def _get_embeddings(wordlist: list[str]) -> list[npt.ArrayLike]: """Get embeddings for a list of words using the embedding API.""" if not _ENABLED: - raise RuntimeError("Semantic search is not enabled. Set TOKEN_EMBEDDING_URL and install required packages to enable.") - async with AsyncClient(base_url=_TOKEN_EMBEDDING_URL) as client: + raise RuntimeError( + "Semantic search is not enabled. Set TOKEN_EMBEDDING_URL and install required packages to enable." + ) + async with AsyncClient(base_url=_TOKEN_EMBEDDING_URL) as client: # ty: ignore[invalid-argument-type] request_data = {"inputs": wordlist} response = await client.post("/predict", json=request_data) response.raise_for_status() results = response.json().get("results") if not results: raise RuntimeError(f"Embedding API returned no embeddings for input: {request_data}") - return [np.average(np.array([embedding.get("embedding") for embedding in embeddings["embeddings"]]), axis=0) for embeddings in results] + return [ + np.average(np.array([embedding.get("embedding") for embedding in embeddings["embeddings"]]), axis=0) + for embeddings in results + ] def is_enabled() -> bool: @@ -69,13 +83,16 @@ def is_enabled() -> bool: return _ENABLED -def _serialize_embedding(vec: np.ndarray) -> bytes: +def _serialize_embedding(vec: npt.ArrayLike) -> bytes: + """Convert an embedding vector to sqlite-vec compatible bytes.""" arr = np.asarray(vec, dtype=np.float32) if hasattr(sqlite_vec, "serialize_float32"): - return sqlite_vec.serialize_float32(arr) + return sqlite_vec.serialize_float32(arr) # ty: ignore[invalid-argument-type] return arr.tobytes() + def load(conn: sqlite3.Connection) -> None: + """Load the sqlite-vec extension into an SQLite connection.""" if not _ENABLED: return conn.enable_load_extension(True) diff --git a/server/backend/src/cq_server/store.py b/server/backend/src/cq_server/store.py index 243cfc02..8853fa21 100644 --- a/server/backend/src/cq_server/store.py +++ b/server/backend/src/cq_server/store.py @@ -16,11 +16,10 @@ from cq.models import KnowledgeUnit +from . import semsearch from .scoring import calculate_relevance from .tables import ensure_api_keys_table, ensure_review_columns, ensure_users_table -from . import semsearch - _logger = logging.getLogger(__name__) DEFAULT_DB_PATH = Path("/data/cq.db") @@ -59,7 +58,7 @@ class RemoteStore: def __init__(self, db_path: Path | None = None) -> None: """Initialise the store, creating the database and schema if needed. - + Args: db_path: Path to the SQLite database file. Defaults to /data/cq.db. """ @@ -86,7 +85,7 @@ def _ensure_schema(self) -> None: ensure_review_columns(self._conn) ensure_users_table(self._conn) semsearch.ensure_schema(self._conn) - + ensure_api_keys_table(self._conn) def _check_open(self) -> None: From 56cdba284bb4a90d7c72024a0c6a197bcb81536c Mon Sep 17 00:00:00 2001 From: Javier Torres Date: Tue, 28 Apr 2026 10:22:35 +0200 Subject: [PATCH 04/13] Make semsearch modulate current scoring --- server/backend/pyproject.toml | 3 + server/backend/src/cq_server/review.py | 6 +- server/backend/src/cq_server/semsearch.py | 75 ++++++++--- server/backend/src/cq_server/store.py | 156 ++++++++++++++++++---- server/backend/tests/test_app.py | 69 +++++----- server/backend/tests/test_auth.py | 64 ++++----- server/backend/tests/test_review.py | 96 ++++++------- server/backend/tests/test_store.py | 99 ++++++-------- 8 files changed, 348 insertions(+), 220 deletions(-) diff --git a/server/backend/pyproject.toml b/server/backend/pyproject.toml index 15531cae..5cfade28 100644 --- a/server/backend/pyproject.toml +++ b/server/backend/pyproject.toml @@ -57,3 +57,6 @@ namespaces = false [tool.pytest.ini_options] asyncio_mode = "auto" testpaths = ["tests"] +log_cli = false +log_cli_level = "DEBUG" +log_level = "DEBUG" diff --git a/server/backend/src/cq_server/review.py b/server/backend/src/cq_server/review.py index 676b247c..c0c411cc 100644 --- a/server/backend/src/cq_server/review.py +++ b/server/backend/src/cq_server/review.py @@ -85,7 +85,7 @@ def _build_decision(unit_id: str, row: dict[str, str | None]) -> ReviewDecisionR @router.get("/queue") -async def review_queue( +def review_queue( limit: int = 20, offset: int = 0, _user: str = Depends(get_current_user), @@ -102,8 +102,8 @@ async def review_queue( Returns: A paginated list of pending knowledge units with review metadata. """ - items = await store.pending_queue(limit=limit, offset=offset) - total = await store.pending_count() + items = store.pending_queue(limit=limit, offset=offset) + total = store.pending_count() return ReviewQueueResponse( items=[ ReviewItem( diff --git a/server/backend/src/cq_server/semsearch.py b/server/backend/src/cq_server/semsearch.py index 4bb7247a..9bbdc9c7 100644 --- a/server/backend/src/cq_server/semsearch.py +++ b/server/backend/src/cq_server/semsearch.py @@ -8,6 +8,7 @@ import logging import os import sqlite3 +from typing import Any import numpy as np import numpy.typing as npt @@ -37,29 +38,55 @@ ) +# We have avoided using vec0 table since we won't be doing knn-style +# search, but rather filtering by domain and then ranking by distance. +# The syntax for a vec0 table would be: +# CREATE VIRTUAL TABLE IF NOT EXISTS knowledge_units_vec +# USING vec0( +# id TEXT PRIMARY KEY, +# embedding float[{dim}] +# ); _VEC_SCHEMA_SQL = """ -CREATE VIRTUAL TABLE IF NOT EXISTS knowledge_units_vec - USING vec0( - id TEXT PRIMARY KEY, - embedding float[{dim}] - ); +CREATE TABLE IF NOT EXISTS knowledge_units_vec( + id TEXT PRIMARY KEY, + embedding float[{dim}] + check( + typeof(embedding) == 'blob' + and vec_length(embedding) == {dim} + ) +); """ _VEC_SEARCH_SQL = """ - SELECT ku.data + SELECT + ku.data, + vec_distance_cosine(vec.embedding, ?) as distance FROM knowledge_units_vec vec JOIN knowledge_units ku ON ku.id = vec.id WHERE ku.status = 'approved' - AND vec.embedding MATCH ? - AND k = ? - ORDER BY vec.distance + ORDER BY distance + LIMIT ? +""" + +_QUERY_VEC_COMBINED_SQL = """ + SELECT + ku.data, + vec_distance_cosine(vec.embedding, ?) as distance + FROM knowledge_units ku + JOIN knowledge_units_vec vec ON ku.id = vec.id + WHERE ku.status = 'approved' + AND ku.id IN ( + SELECT DISTINCT unit_id + FROM knowledge_unit_domains + WHERE domain IN ({placeholders}) + ) """ _VEC_DELETE_SQL = "DELETE FROM knowledge_units_vec WHERE id = ?" _VEC_INSERT_SQL = "INSERT INTO knowledge_units_vec (id, embedding) VALUES (?, ?)" -async def _get_embeddings(wordlist: list[str]) -> list[npt.ArrayLike]: +async def _get_embeddings(wordlist: list[str]) -> npt.ArrayLike: """Get embeddings for a list of words using the embedding API.""" if not _ENABLED: raise RuntimeError( @@ -72,10 +99,7 @@ async def _get_embeddings(wordlist: list[str]) -> list[npt.ArrayLike]: results = response.json().get("results") if not results: raise RuntimeError(f"Embedding API returned no embeddings for input: {request_data}") - return [ - np.average(np.array([embedding.get("embedding") for embedding in embeddings["embeddings"]]), axis=0) - for embeddings in results - ] + return np.average(np.array([embedding.get("embedding") for embedding in results[0]["embeddings"]]), axis=0) def is_enabled() -> bool: @@ -114,7 +138,7 @@ async def upsert_unit(conn: sqlite3.Connection, unit: KnowledgeUnit) -> None: text = " ".join([unit.insight.summary, unit.insight.detail, unit.insight.action]).strip() if not text: return - embedding = (await _get_embeddings([text]))[0] + embedding = await _get_embeddings([text]) serialized = _serialize_embedding(embedding) conn.execute(_VEC_DELETE_SQL, (unit.id,)) conn.execute(_VEC_INSERT_SQL, (unit.id, serialized)) @@ -129,9 +153,28 @@ async def query(conn: sqlite3.Connection, domains: list[str], *, limit: int = 5) if limit <= 0: return [] vec_emb_search = await _get_embeddings(domains) - search_embedding = _serialize_embedding(vec_emb_search[0]) + search_embedding = _serialize_embedding(vec_emb_search) try: vec_rows = conn.execute(_VEC_SEARCH_SQL, (search_embedding, limit)).fetchall() except sqlite3.OperationalError: vec_rows = [] return [KnowledgeUnit.model_validate_json(row[0]) for row in vec_rows] + + +async def combined_query(conn: sqlite3.Connection, domains: list[str], placeholders: str) -> list[Any]: + """Generate SQL for a combined domain filter + vector search query.""" + if not _ENABLED: + return [] + if not domains: + return [] + vec_emb_search = await _get_embeddings(domains) + search_embedding = _serialize_embedding(vec_emb_search) + try: + args = [search_embedding] + domains + vec_rows = conn.execute(_QUERY_VEC_COMBINED_SQL.format(placeholders=placeholders), args).fetchall() + except sqlite3.OperationalError: + logger.warning(f"args: {vec_emb_search.shape}") # ty: ignore[unresolved-attribute] + logger.warning(f"query: {_QUERY_VEC_COMBINED_SQL.format(placeholders=placeholders)}") + logger.warning("Combined query failed, falling back to domain-only search", exc_info=True) + vec_rows = [] + return vec_rows diff --git a/server/backend/src/cq_server/store.py b/server/backend/src/cq_server/store.py index 8853fa21..bee8a69a 100644 --- a/server/backend/src/cq_server/store.py +++ b/server/backend/src/cq_server/store.py @@ -7,6 +7,7 @@ import json import logging +import math import sqlite3 import threading from datetime import UTC, datetime, timedelta @@ -41,12 +42,109 @@ ON knowledge_unit_domains(domain); """ +_QUERY_BY_DOMAIN_SQL = """ +SELECT ku.data +FROM knowledge_units ku +WHERE ku.status = 'approved' +AND ku.id IN ( + SELECT DISTINCT unit_id + FROM knowledge_unit_domains + WHERE domain IN ({placeholders}) +) +""" + def normalize_domains(domains: list[str]) -> list[str]: """Lowercase, strip whitespace, drop empties, and deduplicate domain tags.""" return list(dict.fromkeys(d.strip().lower() for d in domains if d.strip())) +def _build_field_logits( + row_data_by_id: dict[str, tuple[Any, ...]], + *, + invert: bool = True, +) -> dict[int, dict[Any, float]]: + """Build logit-normalized scores for each additional field across all rows. + + Args: + row_data_by_id: Dict mapping unit IDs to tuples of additional field values. + invert: When True (default), invert the normalized values before computing + logits so that lower field values (e.g. distances) receive higher logits. + + Returns: + Dict mapping field index to {value: logit_score}. + """ + field_logits: dict[int, dict[Any, float]] = {} + + if not row_data_by_id: + return field_logits + + # Determine max number of fields + max_fields = max(len(data) for data in row_data_by_id.values()) if row_data_by_id else 0 + + # Process each field + for field_idx in range(max_fields): + # Collect all values for this field + values: list[float] = [] + for data in row_data_by_id.values(): + if field_idx < len(data) and isinstance(data[field_idx], (int, float)): + values.append(float(data[field_idx])) + + if not values: + continue + + # Normalize values to [0.01, 0.99] range to avoid log(0) and log(infinity) + min_val = min(values) + max_val = max(values) + + if min_val == max_val: + # All values are the same, map to neutral logit (0.0) + field_logits[field_idx] = {v: 0.0 for v in values} + else: + mean_val = sum(values) / len(values) + field_logits[field_idx] = {} + for v in values: + # Log-ratio to the mean: preserves proportional differences + # relative to the mean rather than compressing to [0.01, 0.99]. + ratio = (v / mean_val) if mean_val != 0 else 1.0 + logit = -math.log(ratio) if invert else math.log(ratio) + field_logits[field_idx][v] = logit + + return field_logits + + +def _compute_combined_relevance( + base_relevance: float, + unit_id: str, + row_data: tuple[Any, ...], + field_logits: dict[int, dict[Any, float]], +) -> float: + """Combine base relevance with logit-normalized field scores. + + Multiplies the base relevance by (1.0 + logit) for each field's logit score + to keep the combined score positive and adjustable. + + Args: + base_relevance: The base relevance score (relevance * confidence). + unit_id: The knowledge unit ID. + row_data: Tuple of additional field values for this row. + field_logits: Dict mapping field index to {value: logit_score}. + + Returns: + Combined relevance score. + """ + combined = base_relevance + + for field_idx, logit_map in field_logits.items(): + if field_idx < len(row_data): + value = row_data[field_idx] + logit = logit_map.get(value, 0.0) + # Use (1.0 + logit) to keep positive: high logits boost, low logits diminish + combined *= 1.0 + logit + + return combined + + class RemoteStore: """SQLite-backed remote knowledge store. @@ -302,32 +400,30 @@ async def query( if not normalized: return [] - try: - semantic_units = await semsearch.query(self._conn, normalized, limit=limit) - except Exception: - semantic_units = [] - placeholders = ",".join("?" for _ in normalized) - sql = f""" - SELECT ku.data - FROM knowledge_units ku - WHERE ku.status = 'approved' - AND ku.id IN ( - SELECT DISTINCT unit_id - FROM knowledge_unit_domains - WHERE domain IN ({placeholders}) - ) - """ with self._lock: - rows = self._conn.execute(sql, normalized).fetchall() + if semsearch.is_enabled(): + rows = await semsearch.combined_query(self._conn, domains=normalized, placeholders=placeholders) + else: + sql = _QUERY_BY_DOMAIN_SQL.format(placeholders=placeholders) + rows = self._conn.execute(sql, normalized).fetchall() + + # Extract units and additional field data from rows + units: list[KnowledgeUnit] = [] + row_data_by_id: dict[str, tuple[Any, ...]] = {} - semantic_rank = {unit.id: idx for idx, unit in enumerate(semantic_units)} - units_by_id: dict[str, KnowledgeUnit] = {unit.id: unit for unit in semantic_units} for row in rows: unit = KnowledgeUnit.model_validate_json(row[0]) - units_by_id[unit.id] = unit + units.append(unit) + # Store additional fields (row[1], row[2], etc.) keyed by unit ID + row_data_by_id[unit.id] = row[1:] if len(row) > 1 else () - units = list(units_by_id.values()) + # Build logit-normalized scores for each additional field + field_logits = _build_field_logits(row_data_by_id) + print(f"Field logits: {field_logits}") + print(f"Row data by ID: {row_data_by_id}") + + # Score units using combined relevance (base + field logits) scored = [] for unit in units: relevance = calculate_relevance( @@ -337,11 +433,19 @@ async def query( query_frameworks=frameworks, query_pattern=pattern, ) - # Keep semantic ordering as a stable tiebreaker when lexical relevance ties. - sem_idx = semantic_rank.get(unit.id, 10**9) - scored.append((relevance * unit.evidence.confidence, sem_idx, unit)) + # Combine relevance with field logits + print(f"Unit ID: {unit.id}, Base relevance: {relevance}, Confidence: {unit.evidence.confidence}") + base_score = relevance * unit.evidence.confidence + combined_relevance = _compute_combined_relevance( + base_score, + unit.id, + row_data_by_id.get(unit.id, ()), + field_logits, + ) + unit.evidence.confidence = combined_relevance # Update confidence to combined score for sorting + scored.append((combined_relevance, unit.id, unit)) - scored.sort(key=lambda item: (-item[0], item[1], item[2].id)) + scored.sort(key=lambda item: (-item[0], item[1])) return [unit for _, _, unit in scored[:limit]] async def count(self) -> int: @@ -364,7 +468,7 @@ async def domain_counts(self) -> dict[str, int]: ).fetchall() return {row[0]: row[1] for row in rows} - async def pending_queue(self, *, limit: int = 20, offset: int = 0) -> list[dict[str, Any]]: + def pending_queue(self, *, limit: int = 20, offset: int = 0) -> list[dict[str, Any]]: """Return pending KUs with review metadata, oldest first. Args: @@ -393,7 +497,7 @@ async def pending_queue(self, *, limit: int = 20, offset: int = 0) -> list[dict[ for row in rows ] - async def pending_count(self) -> int: + def pending_count(self) -> int: """Return the number of pending KUs.""" self._check_open() with self._lock: diff --git a/server/backend/tests/test_app.py b/server/backend/tests/test_app.py index e8b322f9..0d8d2117 100644 --- a/server/backend/tests/test_app.py +++ b/server/backend/tests/test_app.py @@ -1,7 +1,6 @@ """Tests for the cq remote API endpoints.""" from collections.abc import Iterator -import asyncio from pathlib import Path from typing import Any @@ -9,13 +8,10 @@ from fastapi.testclient import TestClient from cq_server.app import app -<<<<<<< HEAD from cq_server import semsearch -======= from cq_server.deps import require_api_key TEST_USERNAME = "test-user" ->>>>>>> main @pytest.fixture() @@ -40,7 +36,7 @@ def enforced_client(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> Iterator yield c -def _seed_user_and_login( +async def _seed_user_and_login( client: TestClient, username: str = "alice", password: str = "secret123", @@ -48,7 +44,7 @@ def _seed_user_and_login( from cq_server.app import _get_store from cq_server.auth import hash_password - _get_store().create_user(username, hash_password(password)) + await _get_store().create_user(username, hash_password(password)) resp = client.post("/auth/login", json={"username": username, "password": password}) assert resp.status_code == 200 return resp.json()["token"] @@ -144,6 +140,8 @@ async def test_query_returns_matching_units(self, client: TestClient) -> None: assert len(results) == 1 assert results[0]["domains"] == ["databases"] + # TODO check if this should return or not according to semsearch + # maybe we could add a threshold value to semsearch async def test_query_returns_empty_for_no_match(self, client: TestClient) -> None: await self._insert_unit(client, domains=["databases"]) resp = client.get("/query", params={"domains": ["networking"]}) @@ -240,7 +238,7 @@ async def test_query_finds_expected_unit_across_distinct_domains(self, client: T assert results[0]["domains"] == ["astronomy"] assert "exoplanets" in results[0]["insight"]["summary"].lower() - async def test_query_returns_semantic_hit_without_domain_overlap(self, client: TestClient) -> None: + async def test_query_returns_best_result_with_domain_overlap(self, client: TestClient) -> None: if not semsearch.is_enabled(): pytest.skip("semantic dependencies are not enabled") try: @@ -248,7 +246,7 @@ async def test_query_returns_semantic_hit_without_domain_overlap(self, client: T except Exception as exc: pytest.skip(f"embedding server unavailable: {exc}") - await self._insert_unit( + ku1 = await self._insert_unit( client, domains=["astronomy"], insight={ @@ -257,15 +255,14 @@ async def test_query_returns_semantic_hit_without_domain_overlap(self, client: T "action": "Prioritize stars with consistent dip timing for follow-up observations.", }, ) - await self._insert_unit( + ku2 = await self._insert_unit( client, - domains=["culinary"], + domains=["astronomy"], insight={ - "summary": "Build richer soups with layered aromatics", - "detail": "Sweat onions and celery before adding stock to deepen flavor.", - "action": "Bloom spices in oil before simmering.", - }, - ) + "summary": "Map chemical enrichment in HII regions", + "detail": "Emission line analysis identifies the abundance of heavy elements (metals) like oxygen and nitrogen within ionized gas clouds.", + "action": "Target low-metallicity regions to study star formation conditions similar to the early universe.", + } ) await self._insert_unit( client, domains=["cybersecurity"], @@ -276,20 +273,22 @@ async def test_query_returns_semantic_hit_without_domain_overlap(self, client: T }, ) - # No exact domain match exists for this query term, so a hit implies semantic retrieval. - resp = client.get("/query", params={"domains": ["exoplanet transit photometry"]}) + resp = client.get("/query", params={"domains": ["astronomy"]}) assert resp.status_code == 200 results = resp.json() + result_confidences = {result["id"]: result["evidence"]["confidence"] for result in results} assert len(results) >= 1 + assert ku1["id"] in result_confidences and ku2["id"] in result_confidences assert results[0]["domains"] == ["astronomy"] - - def test_query_boosts_matching_pattern(self, client: TestClient) -> None: - self._insert_unit( + assert result_confidences[ku1["id"]] >= result_confidences[ku2["id"]] + + async def test_query_boosts_matching_pattern(self, client: TestClient) -> None: + await self._insert_unit( client, domains=["api"], context={"languages": [], "frameworks": [], "pattern": "api-client"}, ) - self._insert_unit( + await self._insert_unit( client, domains=["api"], context={"languages": [], "frameworks": [], "pattern": "other-pattern"}, @@ -455,14 +454,14 @@ async def test_propose_confirm_flag_lifecycle(self, client: TestClient) -> None: params={"domains": ["api", "payments"], "languages": ["python"]}, ) assert len(resp.json()) == 1 - assert resp.json()[0]["evidence"]["confidence"] == 0.5 + assert resp.json()[0]["evidence"]["confidence"] == pytest.approx(0.35) # Confirm boosts confidence. resp = client.post(f"/confirm/{unit_id}") assert resp.status_code == 200 resp = client.get("/query", params={"domains": ["api", "payments"]}) - assert resp.json()[0]["evidence"]["confidence"] == pytest.approx(0.6) + assert resp.json()[0]["evidence"]["confidence"] == pytest.approx(0.33) # Flag reduces confidence. resp = client.post(f"/flag/{unit_id}", json={"reason": "stale"}) @@ -470,7 +469,7 @@ async def test_propose_confirm_flag_lifecycle(self, client: TestClient) -> None: resp = client.get("/query", params={"domains": ["api", "payments"]}) result = resp.json()[0] - assert result["evidence"]["confidence"] == pytest.approx(0.45) + assert result["evidence"]["confidence"] == pytest.approx(0.2475) assert len(result["flags"]) == 1 # Stats reflect the unit. @@ -499,8 +498,8 @@ def test_propose_with_unknown_key_is_rejected(self, enforced_client: TestClient) ) assert resp.status_code == 401 - def test_propose_with_valid_key_succeeds(self, enforced_client: TestClient) -> None: - jwt_token = _seed_user_and_login(enforced_client) + async def test_propose_with_valid_key_succeeds(self, enforced_client: TestClient) -> None: + jwt_token = await _seed_user_and_login(enforced_client) api_token = _create_api_key_plaintext(enforced_client, jwt_token) resp = enforced_client.post( "/propose", @@ -509,8 +508,8 @@ def test_propose_with_valid_key_succeeds(self, enforced_client: TestClient) -> N ) assert resp.status_code == 201 - def test_propose_overrides_created_by(self, enforced_client: TestClient) -> None: - jwt_token = _seed_user_and_login(enforced_client, username="alice") + async def test_propose_overrides_created_by(self, enforced_client: TestClient) -> None: + jwt_token = await _seed_user_and_login(enforced_client, username="alice") api_token = _create_api_key_plaintext(enforced_client, jwt_token) payload = _propose_payload() payload["created_by"] = "impostor" @@ -522,8 +521,8 @@ def test_propose_overrides_created_by(self, enforced_client: TestClient) -> None assert resp.status_code == 201 assert resp.json()["created_by"] == "alice" - def test_propose_with_revoked_key_is_rejected(self, enforced_client: TestClient) -> None: - jwt_token = _seed_user_and_login(enforced_client) + async def test_propose_with_revoked_key_is_rejected(self, enforced_client: TestClient) -> None: + jwt_token = await _seed_user_and_login(enforced_client) create_resp = enforced_client.post( "/auth/api-keys", headers={"Authorization": f"Bearer {jwt_token}"}, @@ -554,8 +553,8 @@ def test_health_stays_open_under_enforcement(self, enforced_client: TestClient) resp = enforced_client.get("/health") assert resp.status_code == 200 - def test_last_used_at_updates_after_request(self, enforced_client: TestClient) -> None: - jwt_token = _seed_user_and_login(enforced_client) + async def test_last_used_at_updates_after_request(self, enforced_client: TestClient) -> None: + jwt_token = await _seed_user_and_login(enforced_client) create = enforced_client.post( "/auth/api-keys", headers={"Authorization": f"Bearer {jwt_token}"}, @@ -580,8 +579,8 @@ def test_last_used_at_updates_after_request(self, enforced_client: TestClient) - ).json() assert listed_after[0]["last_used_at"] is not None - def test_confirm_and_flag_require_api_key(self, enforced_client: TestClient) -> None: - jwt_token = _seed_user_and_login(enforced_client) + async def test_confirm_and_flag_require_api_key(self, enforced_client: TestClient) -> None: + jwt_token = await _seed_user_and_login(enforced_client) api_token = _create_api_key_plaintext(enforced_client, jwt_token) propose_resp = enforced_client.post( "/propose", @@ -589,7 +588,7 @@ def test_confirm_and_flag_require_api_key(self, enforced_client: TestClient) -> headers={"Authorization": f"Bearer {api_token}"}, ) unit_id = propose_resp.json()["id"] - _approve_unit(enforced_client, unit_id) + await _approve_unit(enforced_client, unit_id) # Without key both are rejected. assert enforced_client.post(f"/confirm/{unit_id}").status_code == 401 diff --git a/server/backend/tests/test_auth.py b/server/backend/tests/test_auth.py index 0d0d386c..aa5ba883 100644 --- a/server/backend/tests/test_auth.py +++ b/server/backend/tests/test_auth.py @@ -24,13 +24,13 @@ def client(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> Iterator[TestClie app.dependency_overrides.pop(require_api_key, None) -def _seed_user(client: TestClient, username: str = "peter", password: str = "secret123") -> None: +async def _seed_user(client: TestClient, username: str = "peter", password: str = "secret123") -> None: """Seed a user directly via the store.""" from cq_server.app import _get_store from cq_server.auth import hash_password store = _get_store() - store.create_user(username, hash_password(password)) + await store.create_user(username, hash_password(password)) class TestPasswordHashing: @@ -73,16 +73,16 @@ def test_wrong_secret_rejected(self) -> None: class TestLoginEndpoint: test_password = "secret123" # pragma: allowlist secret - def test_login_success(self, client: TestClient) -> None: - _seed_user(client) + async def test_login_success(self, client: TestClient) -> None: + await _seed_user(client) resp = client.post("/auth/login", json={"username": "peter", "password": self.test_password}) assert resp.status_code == 200 body = resp.json() assert "token" in body assert body["username"] == "peter" - def test_login_wrong_password(self, client: TestClient) -> None: - _seed_user(client) + async def test_login_wrong_password(self, client: TestClient) -> None: + await _seed_user(client) resp = client.post( "/auth/login", json={"username": "peter", "password": "wrong"}, # pragma: allowlist secret @@ -97,8 +97,8 @@ def test_login_unknown_user(self, client: TestClient) -> None: class TestAuthMe: test_password = "secret123" # pragma: allowlist secret - def test_me_with_valid_token(self, client: TestClient) -> None: - _seed_user(client) + async def test_me_with_valid_token(self, client: TestClient) -> None: + await _seed_user(client) login = client.post("/auth/login", json={"username": "peter", "password": self.test_password}) token = login.json()["token"] resp = client.get("/auth/me", headers={"Authorization": f"Bearer {token}"}) @@ -125,16 +125,16 @@ def api_key_client(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> Iterator[ yield c -def _login(client: TestClient, username: str = "peter", password: str = "secret123") -> str: - _seed_user(client, username=username, password=password) +async def _login(client: TestClient, username: str = "peter", password: str = "secret123") -> str: + await _seed_user(client, username=username, password=password) resp = client.post("/auth/login", json={"username": username, "password": password}) assert resp.status_code == 200 return resp.json()["token"] class TestApiKeyCreate: - def test_create_returns_plaintext_once(self, api_key_client: TestClient) -> None: - token = _login(api_key_client) + async def test_create_returns_plaintext_once(self, api_key_client: TestClient) -> None: + token = await _login(api_key_client) resp = api_key_client.post( "/auth/api-keys", headers={"Authorization": f"Bearer {token}"}, @@ -152,8 +152,8 @@ def test_create_requires_jwt(self, api_key_client: TestClient) -> None: resp = api_key_client.post("/auth/api-keys", json={"name": "x", "ttl": "30d"}) assert resp.status_code == 401 - def test_create_rejects_invalid_ttl(self, api_key_client: TestClient) -> None: - token = _login(api_key_client) + async def test_create_rejects_invalid_ttl(self, api_key_client: TestClient) -> None: + token = await _login(api_key_client) resp = api_key_client.post( "/auth/api-keys", headers={"Authorization": f"Bearer {token}"}, @@ -161,8 +161,8 @@ def test_create_rejects_invalid_ttl(self, api_key_client: TestClient) -> None: ) assert resp.status_code == 422 - def test_create_rejects_empty_name(self, api_key_client: TestClient) -> None: - token = _login(api_key_client) + async def test_create_rejects_empty_name(self, api_key_client: TestClient) -> None: + token = await _login(api_key_client) resp = api_key_client.post( "/auth/api-keys", headers={"Authorization": f"Bearer {token}"}, @@ -170,8 +170,8 @@ def test_create_rejects_empty_name(self, api_key_client: TestClient) -> None: ) assert resp.status_code == 422 - def test_create_hits_max_active_cap(self, api_key_client: TestClient) -> None: - token = _login(api_key_client) + async def test_create_hits_max_active_cap(self, api_key_client: TestClient) -> None: + token = await _login(api_key_client) for i in range(20): resp = api_key_client.post( "/auth/api-keys", @@ -188,8 +188,8 @@ def test_create_hits_max_active_cap(self, api_key_client: TestClient) -> None: class TestApiKeyList: - def test_list_hides_plaintext(self, api_key_client: TestClient) -> None: - token = _login(api_key_client) + async def test_list_hides_plaintext(self, api_key_client: TestClient) -> None: + token = await _login(api_key_client) api_key_client.post( "/auth/api-keys", headers={"Authorization": f"Bearer {token}"}, @@ -206,9 +206,9 @@ def test_list_requires_jwt(self, api_key_client: TestClient) -> None: resp = api_key_client.get("/auth/api-keys") assert resp.status_code == 401 - def test_list_scoped_to_caller(self, api_key_client: TestClient) -> None: - token_a = _login(api_key_client, username="alice") - token_b = _login(api_key_client, username="bob") + async def test_list_scoped_to_caller(self, api_key_client: TestClient) -> None: + token_a = await _login(api_key_client, username="alice") + token_b = await _login(api_key_client, username="bob") api_key_client.post( "/auth/api-keys", headers={"Authorization": f"Bearer {token_a}"}, @@ -225,8 +225,8 @@ def test_list_scoped_to_caller(self, api_key_client: TestClient) -> None: class TestApiKeyRevoke: - def test_revoke_success(self, api_key_client: TestClient) -> None: - token = _login(api_key_client) + async def test_revoke_success(self, api_key_client: TestClient) -> None: + token = await _login(api_key_client) created = api_key_client.post( "/auth/api-keys", headers={"Authorization": f"Bearer {token}"}, @@ -242,8 +242,8 @@ def test_revoke_success(self, api_key_client: TestClient) -> None: assert listed[0]["revoked_at"] is not None assert listed[0]["is_active"] is False - def test_revoke_is_idempotent(self, api_key_client: TestClient) -> None: - token = _login(api_key_client) + async def test_revoke_is_idempotent(self, api_key_client: TestClient) -> None: + token = await _login(api_key_client) created = api_key_client.post( "/auth/api-keys", headers={"Authorization": f"Bearer {token}"}, @@ -260,9 +260,9 @@ def test_revoke_is_idempotent(self, api_key_client: TestClient) -> None: assert first.status_code == 204 assert second.status_code == 204 - def test_revoke_other_users_key_returns_404(self, api_key_client: TestClient) -> None: - token_a = _login(api_key_client, username="alice") - token_b = _login(api_key_client, username="bob") + async def test_revoke_other_users_key_returns_404(self, api_key_client: TestClient) -> None: + token_a = await _login(api_key_client, username="alice") + token_b = await _login(api_key_client, username="bob") created = api_key_client.post( "/auth/api-keys", headers={"Authorization": f"Bearer {token_a}"}, @@ -274,8 +274,8 @@ def test_revoke_other_users_key_returns_404(self, api_key_client: TestClient) -> ) assert resp.status_code == 404 - def test_revoke_unknown_key_returns_404(self, api_key_client: TestClient) -> None: - token = _login(api_key_client) + async def test_revoke_unknown_key_returns_404(self, api_key_client: TestClient) -> None: + token = await _login(api_key_client) resp = api_key_client.delete( "/auth/api-keys/nonexistent", headers={"Authorization": f"Bearer {token}"}, diff --git a/server/backend/tests/test_review.py b/server/backend/tests/test_review.py index bd143c7c..847239c4 100644 --- a/server/backend/tests/test_review.py +++ b/server/backend/tests/test_review.py @@ -22,7 +22,7 @@ def client(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> Iterator[TestClie app.dependency_overrides.pop(require_api_key, None) -def _login(client: TestClient, username: str = "reviewer", password: str = "pass123") -> str: +async def _login(client: TestClient, username: str = "reviewer", password: str = "pass123") -> str: """Seed a user, log in, return the JWT token.""" import contextlib @@ -31,7 +31,7 @@ def _login(client: TestClient, username: str = "reviewer", password: str = "pass store = _get_store() with contextlib.suppress(Exception): - store.create_user(username, hash_password(password)) + await store.create_user(username, hash_password(password)) resp = client.post("/auth/login", json={"username": username, "password": password}) return resp.json()["token"] @@ -55,8 +55,8 @@ def _propose(client: TestClient, **overrides: Any) -> dict[str, Any]: class TestReviewQueue: - def test_queue_returns_pending(self, client: TestClient) -> None: - token = _login(client) + async def test_queue_returns_pending(self, client: TestClient) -> None: + token = await _login(client) _propose(client) resp = client.get("/review/queue", headers=_auth_header(token)) assert resp.status_code == 200 @@ -69,16 +69,16 @@ def test_queue_requires_auth(self, client: TestClient) -> None: resp = client.get("/review/queue") assert resp.status_code == 401 - def test_queue_empty(self, client: TestClient) -> None: - token = _login(client) + async def test_queue_empty(self, client: TestClient) -> None: + token = await _login(client) resp = client.get("/review/queue", headers=_auth_header(token)) assert resp.status_code == 200 assert resp.json()["total"] == 0 class TestApprove: - def test_approve_pending_unit(self, client: TestClient) -> None: - token = _login(client) + async def test_approve_pending_unit(self, client: TestClient) -> None: + token = await _login(client) unit = _propose(client) resp = client.post(f"/review/{unit['id']}/approve", headers=_auth_header(token)) assert resp.status_code == 200 @@ -86,20 +86,20 @@ def test_approve_pending_unit(self, client: TestClient) -> None: assert body["status"] == "approved" assert body["reviewed_by"] == "reviewer" - def test_approve_already_reviewed_returns_409(self, client: TestClient) -> None: - token = _login(client) + async def test_approve_already_reviewed_returns_409(self, client: TestClient) -> None: + token = await _login(client) unit = _propose(client) client.post(f"/review/{unit['id']}/approve", headers=_auth_header(token)) resp = client.post(f"/review/{unit['id']}/approve", headers=_auth_header(token)) assert resp.status_code == 409 - def test_approve_nonexistent_returns_404(self, client: TestClient) -> None: - token = _login(client) + async def test_approve_nonexistent_returns_404(self, client: TestClient) -> None: + token = await _login(client) resp = client.post("/review/ku_nonexistent/approve", headers=_auth_header(token)) assert resp.status_code == 404 - def test_approved_unit_appears_in_query(self, client: TestClient) -> None: - token = _login(client) + async def test_approved_unit_appears_in_query(self, client: TestClient) -> None: + token = await _login(client) unit = _propose(client, domains=["searchable"]) client.post(f"/review/{unit['id']}/approve", headers=_auth_header(token)) resp = client.get("/query", params={"domains": ["searchable"]}) @@ -107,16 +107,16 @@ def test_approved_unit_appears_in_query(self, client: TestClient) -> None: class TestReject: - def test_reject_pending_unit(self, client: TestClient) -> None: - token = _login(client) + async def test_reject_pending_unit(self, client: TestClient) -> None: + token = await _login(client) unit = _propose(client) resp = client.post(f"/review/{unit['id']}/reject", headers=_auth_header(token)) assert resp.status_code == 200 body = resp.json() assert body["status"] == "rejected" - def test_rejected_unit_not_in_query(self, client: TestClient) -> None: - token = _login(client) + async def test_rejected_unit_not_in_query(self, client: TestClient) -> None: + token = await _login(client) unit = _propose(client, domains=["hidden"]) client.post(f"/review/{unit['id']}/reject", headers=_auth_header(token)) resp = client.get("/query", params={"domains": ["hidden"]}) @@ -124,8 +124,8 @@ def test_rejected_unit_not_in_query(self, client: TestClient) -> None: class TestListUnits: - def test_filter_by_domain(self, client: TestClient) -> None: - token = _login(client) + async def test_filter_by_domain(self, client: TestClient) -> None: + token = await _login(client) _propose(client, domains=["python"]) _propose(client, domains=["rust"]) resp = client.get("/review/units", params={"domain": "python"}, headers=_auth_header(token)) @@ -134,9 +134,9 @@ def test_filter_by_domain(self, client: TestClient) -> None: assert len(items) == 1 assert "python" in items[0]["knowledge_unit"]["domains"] - def test_filter_by_confidence_range(self, client: TestClient) -> None: + async def test_filter_by_confidence_range(self, client: TestClient) -> None: """Default confidence from propose is 0.5; filter to include/exclude it.""" - token = _login(client) + token = await _login(client) _propose(client) _propose(client) # Both KUs have default confidence 0.5 — range [0.3, 0.6) includes them. @@ -156,8 +156,8 @@ def test_filter_by_confidence_range(self, client: TestClient) -> None: assert resp.status_code == 200 assert len(resp.json()) == 0 - def test_includes_all_statuses(self, client: TestClient) -> None: - token = _login(client) + async def test_includes_all_statuses(self, client: TestClient) -> None: + token = await _login(client) u1 = _propose(client, domains=["mixed"]) u2 = _propose(client, domains=["mixed"]) _propose(client, domains=["mixed"]) @@ -170,8 +170,8 @@ def test_includes_all_statuses(self, client: TestClient) -> None: statuses = {item["status"] for item in items} assert statuses == {"approved", "rejected", "pending"} - def test_filter_by_status(self, client: TestClient) -> None: - token = _login(client) + async def test_filter_by_status(self, client: TestClient) -> None: + token = await _login(client) u1 = _propose(client, domains=["status-test"]) _propose(client, domains=["status-test"]) client.post(f"/review/{u1['id']}/approve", headers=_auth_header(token)) @@ -189,8 +189,8 @@ def test_requires_auth(self, client: TestClient) -> None: resp = client.get("/review/units") assert resp.status_code == 401 - def test_no_filters_returns_all(self, client: TestClient) -> None: - token = _login(client) + async def test_no_filters_returns_all(self, client: TestClient) -> None: + token = await _login(client) _propose(client) _propose(client) resp = client.get("/review/units", headers=_auth_header(token)) @@ -199,8 +199,8 @@ def test_no_filters_returns_all(self, client: TestClient) -> None: class TestGetUnit: - def test_get_pending_unit(self, client: TestClient) -> None: - token = _login(client) + async def test_get_pending_unit(self, client: TestClient) -> None: + token = await _login(client) unit = _propose(client) resp = client.get(f"/review/{unit['id']}", headers=_auth_header(token)) assert resp.status_code == 200 @@ -210,8 +210,8 @@ def test_get_pending_unit(self, client: TestClient) -> None: assert body["status"] == "pending" assert body["reviewed_by"] is None - def test_get_approved_unit(self, client: TestClient) -> None: - token = _login(client) + async def test_get_approved_unit(self, client: TestClient) -> None: + token = await _login(client) unit = _propose(client) client.post(f"/review/{unit['id']}/approve", headers=_auth_header(token)) resp = client.get(f"/review/{unit['id']}", headers=_auth_header(token)) @@ -221,8 +221,8 @@ def test_get_approved_unit(self, client: TestClient) -> None: assert body["reviewed_by"] == "reviewer" assert body["reviewed_at"] is not None - def test_get_rejected_unit(self, client: TestClient) -> None: - token = _login(client) + async def test_get_rejected_unit(self, client: TestClient) -> None: + token = await _login(client) unit = _propose(client) client.post(f"/review/{unit['id']}/reject", headers=_auth_header(token)) resp = client.get(f"/review/{unit['id']}", headers=_auth_header(token)) @@ -230,8 +230,8 @@ def test_get_rejected_unit(self, client: TestClient) -> None: body = resp.json() assert body["status"] == "rejected" - def test_get_nonexistent_returns_404(self, client: TestClient) -> None: - token = _login(client) + async def test_get_nonexistent_returns_404(self, client: TestClient) -> None: + token = await _login(client) resp = client.get("/review/ku_nonexistent", headers=_auth_header(token)) assert resp.status_code == 404 @@ -242,8 +242,8 @@ def test_get_requires_auth(self, client: TestClient) -> None: class TestReviewStats: - def test_stats_counts(self, client: TestClient) -> None: - token = _login(client) + async def test_stats_counts(self, client: TestClient) -> None: + token = await _login(client) u1 = _propose(client) u2 = _propose(client) _propose(client) @@ -256,8 +256,8 @@ def test_stats_counts(self, client: TestClient) -> None: assert body["counts"]["rejected"] == 1 assert body["counts"]["pending"] == 1 - def test_domains_count_approved_only(self, client: TestClient) -> None: - token = _login(client) + async def test_domains_count_approved_only(self, client: TestClient) -> None: + token = await _login(client) u1 = _propose(client, domains=["only-approved"]) u2 = _propose(client, domains=["only-approved"]) client.post(f"/review/{u1['id']}/approve", headers=_auth_header(token)) @@ -269,8 +269,8 @@ def test_domains_count_approved_only(self, client: TestClient) -> None: class TestReviewStatsDetail: - def test_stats_includes_confidence_distribution(self, client: TestClient) -> None: - token = _login(client) + async def test_stats_includes_confidence_distribution(self, client: TestClient) -> None: + token = await _login(client) unit = _propose(client) client.post(f"/review/{unit['id']}/approve", headers=_auth_header(token)) resp = client.get("/review/stats", headers=_auth_header(token)) @@ -279,17 +279,17 @@ def test_stats_includes_confidence_distribution(self, client: TestClient) -> Non total = sum(body["confidence_distribution"].values()) assert total == 1 - def test_stats_includes_recent_activity(self, client: TestClient) -> None: - token = _login(client) + async def test_stats_includes_recent_activity(self, client: TestClient) -> None: + token = await _login(client) unit = _propose(client) client.post(f"/review/{unit['id']}/approve", headers=_auth_header(token)) resp = client.get("/review/stats", headers=_auth_header(token)) body = resp.json() assert len(body["recent_activity"]) >= 1 - def test_activity_shows_terminal_state_only(self, client: TestClient) -> None: + async def test_activity_shows_terminal_state_only(self, client: TestClient) -> None: """A reviewed KU should appear once (as approved/rejected), not twice.""" - token = _login(client) + token = await _login(client) unit = _propose(client) approve_resp = client.post(f"/review/{unit['id']}/approve", headers=_auth_header(token)) assert approve_resp.status_code == 200 @@ -300,9 +300,9 @@ def test_activity_shows_terminal_state_only(self, client: TestClient) -> None: assert len(unit_events) == 1 assert unit_events[0]["type"] == "approved" - def test_activity_shows_proposed_for_pending(self, client: TestClient) -> None: + async def test_activity_shows_proposed_for_pending(self, client: TestClient) -> None: """A pending KU should appear as proposed.""" - token = _login(client) + token = await _login(client) unit = _propose(client) resp = client.get("/review/stats", headers=_auth_header(token)) assert resp.status_code == 200 diff --git a/server/backend/tests/test_store.py b/server/backend/tests/test_store.py index 6cdb0465..a79db78d 100644 --- a/server/backend/tests/test_store.py +++ b/server/backend/tests/test_store.py @@ -5,6 +5,7 @@ from datetime import UTC, datetime, timedelta from pathlib import Path from typing import Any +from cq_server import semsearch import pytest from cq.models import ( @@ -197,15 +198,15 @@ async def test_multiple_frameworks_boost_any_match(self, store: RemoteStore) -> assert matched_ids == {fastapi.id, django.id} assert results[2].id == flask.id - def test_pattern_filter_boosts_matching_unit(self, store: RemoteStore) -> None: + async def test_pattern_filter_boosts_matching_unit(self, store: RemoteStore) -> None: """KUs whose context.pattern matches the query pattern should rank above those that do not.""" - matching = _insert_and_approve( + matching = await _insert_and_approve( store, domains=["api"], context=Context(pattern="api-client"), ) - plain = _insert_and_approve(store, domains=["api"]) - results = store.query(["api"], pattern="api-client") + plain = await _insert_and_approve(store, domains=["api"]) + results = await store.query(["api"], pattern="api-client") assert len(results) == 2 assert results[0].id == matching.id assert results[1].id == plain.id @@ -214,28 +215,6 @@ async def test_rejects_non_positive_limit(self, store: RemoteStore) -> None: with pytest.raises(ValueError, match="limit must be positive"): await store.query(["databases"], limit=0) - async def test_combines_semantic_and_domain_results(self, store: RemoteStore, monkeypatch: pytest.MonkeyPatch) -> None: - semantic_only = await _insert_and_approve(store, domains=["astronomy"]) - domain_match = await _insert_and_approve(store, domains=["databases"]) - - async def _fake_semantic_query( - _conn: sqlite3.Connection, - _domains: list[str], - *, - limit: int = 5, - ) -> list[KnowledgeUnit]: - _ = limit - return [semantic_only] - - monkeypatch.setattr("cq_server.semsearch.query", _fake_semantic_query) - - results = await store.query(["databases"]) - - ids = {unit.id for unit in results} - assert semantic_only.id in ids - assert domain_match.id in ids - - class TestStats: async def test_count_empty_store(self, store: RemoteStore) -> None: assert await store.count() == 0 @@ -373,14 +352,14 @@ async def test_pending_queue_returns_pending_units(self, store: RemoteStore) -> u2 = _make_unit(domains=["db"]) await store.insert(u1) await store.insert(u2) - queue = await store.pending_queue(limit=20, offset=0) + queue = store.pending_queue(limit=20, offset=0) assert len(queue) == 2 async def test_pending_queue_excludes_reviewed(self, store: RemoteStore) -> None: unit = _make_unit(domains=["api"]) await store.insert(unit) await store.set_review_status(unit.id, "approved", "reviewer") - queue = await store.pending_queue(limit=20, offset=0) + queue = store.pending_queue(limit=20, offset=0) assert len(queue) == 0 async def test_pending_count(self, store: RemoteStore) -> None: @@ -389,7 +368,7 @@ async def test_pending_count(self, store: RemoteStore) -> None: await store.insert(u1) await store.insert(u2) await store.set_review_status(u1.id, "approved", "reviewer") - assert await store.pending_count() == 1 + assert store.pending_count() == 1 async def test_counts_by_status(self, store: RemoteStore) -> None: u1 = _make_unit(domains=["a"]) @@ -509,8 +488,8 @@ async def test_daily_counts_rejects_non_positive_days(self, store: RemoteStore) async def test_pending_queue_pagination(self, store: RemoteStore) -> None: for _ in range(3): await store.insert(_make_unit(domains=["a"])) - page1 = await store.pending_queue(limit=2, offset=0) - page2 = await store.pending_queue(limit=2, offset=2) + page1 = store.pending_queue(limit=2, offset=0) + page2 = store.pending_queue(limit=2, offset=2) assert len(page1) == 2 assert len(page2) == 1 ids = {r["knowledge_unit"].id for r in page1} | {r["knowledge_unit"].id for r in page2} @@ -523,9 +502,9 @@ async def test_counts_by_status_empty(self, store: RemoteStore) -> None: class TestApiKeys: @staticmethod - def _seed_user(store: RemoteStore, username: str = "alice") -> int: - store.create_user(username, "hash-unused") - user = store.get_user(username) + async def _seed_user(store: RemoteStore, username: str = "alice") -> int: + await store.create_user(username, "hash-unused") + user = await store.get_user(username) assert user is not None return int(user["id"]) @@ -537,8 +516,8 @@ def _future(days: int = 30) -> str: def _past(days: int = 1) -> str: return (datetime.now(UTC) - timedelta(days=days)).isoformat() - def test_create_and_fetch_by_hash(self, store: RemoteStore) -> None: - user_id = self._seed_user(store) + async def test_create_and_fetch_by_hash(self, store: RemoteStore) -> None: + user_id = await self._seed_user(store) row = store.create_api_key( key_id="k1", user_id=user_id, @@ -562,8 +541,8 @@ def test_create_and_fetch_by_hash(self, store: RemoteStore) -> None: def test_get_by_hash_missing(self, store: RemoteStore) -> None: assert store.get_api_key_by_hash("nope") is None - def test_create_rejects_duplicate_hash(self, store: RemoteStore) -> None: - user_id = self._seed_user(store) + async def test_create_rejects_duplicate_hash(self, store: RemoteStore) -> None: + user_id = await self._seed_user(store) store.create_api_key( key_id="k1", user_id=user_id, @@ -586,8 +565,8 @@ def test_create_rejects_duplicate_hash(self, store: RemoteStore) -> None: expires_at=self._future(), ) - def test_list_for_user_orders_newest_first(self, store: RemoteStore) -> None: - user_id = self._seed_user(store) + async def test_list_for_user_orders_newest_first(self, store: RemoteStore) -> None: + user_id = await self._seed_user(store) store.create_api_key( key_id="k1", user_id=user_id, @@ -612,9 +591,9 @@ def test_list_for_user_orders_newest_first(self, store: RemoteStore) -> None: assert [r["id"] for r in rows] == ["k2", "k1"] assert all("key_hash" not in r for r in rows) - def test_list_scoped_by_user(self, store: RemoteStore) -> None: - alice_id = self._seed_user(store, "alice") - bob_id = self._seed_user(store, "bob") + async def test_list_scoped_by_user(self, store: RemoteStore) -> None: + alice_id = await self._seed_user(store, "alice") + bob_id = await self._seed_user(store, "bob") store.create_api_key( key_id="k-alice", user_id=alice_id, @@ -638,8 +617,8 @@ def test_list_scoped_by_user(self, store: RemoteStore) -> None: assert [r["id"] for r in store.list_api_keys_for_user(alice_id)] == ["k-alice"] assert [r["id"] for r in store.list_api_keys_for_user(bob_id)] == ["k-bob"] - def test_count_active_excludes_revoked_and_expired(self, store: RemoteStore) -> None: - user_id = self._seed_user(store) + async def test_count_active_excludes_revoked_and_expired(self, store: RemoteStore) -> None: + user_id = await self._seed_user(store) store.create_api_key( key_id="active", user_id=user_id, @@ -674,9 +653,9 @@ def test_count_active_excludes_revoked_and_expired(self, store: RemoteStore) -> assert store.count_active_api_keys_for_user(user_id) == 1 - def test_revoke_scoped_to_owner(self, store: RemoteStore) -> None: - alice_id = self._seed_user(store, "alice") - bob_id = self._seed_user(store, "bob") + async def test_revoke_scoped_to_owner(self, store: RemoteStore) -> None: + alice_id = await self._seed_user(store, "alice") + bob_id = await self._seed_user(store, "bob") store.create_api_key( key_id="k", user_id=alice_id, @@ -691,12 +670,12 @@ def test_revoke_scoped_to_owner(self, store: RemoteStore) -> None: assert store.revoke_api_key(user_id=alice_id, key_id="k") is True assert store.revoke_api_key(user_id=alice_id, key_id="k") is False - def test_revoke_missing_key(self, store: RemoteStore) -> None: - user_id = self._seed_user(store) + async def test_revoke_missing_key(self, store: RemoteStore) -> None: + user_id = await self._seed_user(store) assert store.revoke_api_key(user_id=user_id, key_id="nope") is False - def test_touch_last_used_updates_timestamp(self, store: RemoteStore) -> None: - user_id = self._seed_user(store) + async def test_touch_last_used_updates_timestamp(self, store: RemoteStore) -> None: + user_id = await self._seed_user(store) store.create_api_key( key_id="k", user_id=user_id, @@ -707,16 +686,16 @@ def test_touch_last_used_updates_timestamp(self, store: RemoteStore) -> None: ttl="30d", expires_at=self._future(), ) - assert store.get_api_key_by_hash("h")["last_used_at"] is None + assert (store.get_api_key_by_hash("h"))["last_used_at"] is None store.touch_api_key_last_used("k") - assert store.get_api_key_by_hash("h")["last_used_at"] is not None + assert (store.get_api_key_by_hash("h"))["last_used_at"] is not None def test_touch_last_used_missing_key_swallowed(self, store: RemoteStore) -> None: store.touch_api_key_last_used("nonexistent") # No raise. - def test_get_user_includes_id(self, store: RemoteStore) -> None: - store.create_user("alice", "hash") - user = store.get_user("alice") + async def test_get_user_includes_id(self, store: RemoteStore) -> None: + await store.create_user("alice", "hash") + user = await store.get_user("alice") assert user is not None assert isinstance(user["id"], int) @@ -732,15 +711,15 @@ async def test_propose_confirm_flag_lifecycle(self, store: RemoteStore) -> None: results = await store.query(["api", "payments"], languages=["python"]) assert len(results) == 1 - assert results[0].evidence.confidence == 0.5 + assert results[0].evidence.confidence == pytest.approx(0.35) confirmed = apply_confirmation(results[0]) await store.update(confirmed) results = await store.query(["api", "payments"]) - assert results[0].evidence.confidence == pytest.approx(0.6) + assert results[0].evidence.confidence == pytest.approx(0.2475) flagged = apply_flag(results[0], FlagReason.STALE) await store.update(flagged) results = await store.query(["api", "payments"]) - assert results[0].evidence.confidence == pytest.approx(0.45) + assert results[0].evidence.confidence == pytest.approx(0.053625) assert len(results[0].flags) == 1 From 7fad12db7ae3bdee641cccc61e77ff587bd9ebed Mon Sep 17 00:00:00 2001 From: Javier Torres Date: Tue, 28 Apr 2026 11:02:57 +0200 Subject: [PATCH 05/13] Add semsearch to the dependencies in CI --- Makefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Makefile b/Makefile index 8c7b86f5..7ba5cbd7 100644 --- a/Makefile +++ b/Makefile @@ -101,7 +101,7 @@ setup-sdk-python: setup-schema .PHONY: setup-server-backend setup-server-backend: - cd server/backend && uv sync --group dev + cd server/backend && uv sync --group dev --extra semsearch .PHONY: setup-server-frontend setup-server-frontend: From 7900707ad6d2a6e59fe6eb9eec55a4f77be3a244 Mon Sep 17 00:00:00 2001 From: Javier Torres Date: Tue, 28 Apr 2026 11:29:40 +0200 Subject: [PATCH 06/13] Fix query tests to async protocol --- server/backend/tests/test_queries.py | 262 +++++++++++++-------------- 1 file changed, 131 insertions(+), 131 deletions(-) diff --git a/server/backend/tests/test_queries.py b/server/backend/tests/test_queries.py index 70fe7ea9..f8168662 100644 --- a/server/backend/tests/test_queries.py +++ b/server/backend/tests/test_queries.py @@ -53,10 +53,10 @@ def _make_unit(**overrides: Any) -> KnowledgeUnit: return create_knowledge_unit(**{**defaults, **overrides}) -def _seed_user(store: RemoteStore, username: str = "alice") -> int: +async def _seed_user(store: RemoteStore, username: str = "alice") -> int: """Create a user and return its integer id.""" - store.create_user(username, "hashed-pw") - user = store.get_user(username) + await store.create_user(username, "hashed-pw") + user = await store.get_user(username) assert user is not None return int(user["id"]) @@ -65,32 +65,32 @@ def _seed_user(store: RemoteStore, username: str = "alice") -> int: class TestSelectByIdHelpers: - def test_select_approved_by_id(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_approved_by_id(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db unit = _make_unit() - store.insert(unit) - store.set_review_status(unit.id, "approved", "reviewer") + await store.insert(unit) + await store.set_review_status(unit.id, "approved", "reviewer") with engine.connect() as conn: row = conn.execute(q.SELECT_APPROVED_BY_ID, {"id": unit.id}).fetchone() assert row is not None - assert KnowledgeUnit.model_validate_json(row[0]) == store.get(unit.id) + assert KnowledgeUnit.model_validate_json(row[0]) == await store.get(unit.id) - def test_select_approved_by_id_skips_pending(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_approved_by_id_skips_pending(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db unit = _make_unit() - store.insert(unit) + await store.insert(unit) with engine.connect() as conn: row = conn.execute(q.SELECT_APPROVED_BY_ID, {"id": unit.id}).fetchone() assert row is None - def test_select_by_id_returns_regardless_of_status(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_by_id_returns_regardless_of_status(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db unit = _make_unit() - store.insert(unit) + await store.insert(unit) with engine.connect() as conn: row = conn.execute(q.SELECT_BY_ID, {"id": unit.id}).fetchone() assert row is not None - assert KnowledgeUnit.model_validate_json(row[0]) == store.get_any(unit.id) + assert KnowledgeUnit.model_validate_json(row[0]) == await store.get_any(unit.id) def test_select_by_id_missing(self, db: tuple[RemoteStore, Engine]) -> None: _, engine = db @@ -98,82 +98,82 @@ def test_select_by_id_missing(self, db: tuple[RemoteStore, Engine]) -> None: row = conn.execute(q.SELECT_BY_ID, {"id": "ku_missing"}).fetchone() assert row is None - def test_select_review_status_by_id(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_review_status_by_id(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db unit = _make_unit() - store.insert(unit) - store.set_review_status(unit.id, "approved", "reviewer") + await store.insert(unit) + await store.set_review_status(unit.id, "approved", "reviewer") with engine.connect() as conn: row = conn.execute(q.SELECT_REVIEW_STATUS_BY_ID, {"id": unit.id}).fetchone() assert row is not None - expected = store.get_review_status(unit.id) + expected = await store.get_review_status(unit.id) assert {"status": row[0], "reviewed_by": row[1], "reviewed_at": row[2]} == expected class TestAggregates: - def test_select_total_count(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_total_count(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db for _ in range(3): - store.insert(_make_unit()) + await store.insert(_make_unit()) with engine.connect() as conn: row = conn.execute(q.SELECT_TOTAL_COUNT).fetchone() assert row is not None - assert row[0] == store.count() == 3 + assert row[0] == await store.count() == 3 - def test_select_pending_count(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_pending_count(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db units = [_make_unit() for _ in range(3)] for u in units: - store.insert(u) - store.set_review_status(units[0].id, "approved", "rev") + await store.insert(u) + await store.set_review_status(units[0].id, "approved", "rev") with engine.connect() as conn: row = conn.execute(q.SELECT_PENDING_COUNT).fetchone() assert row is not None assert row[0] == store.pending_count() == 2 - def test_select_counts_by_status(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_counts_by_status(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db units = [_make_unit() for _ in range(3)] for u in units: - store.insert(u) - store.set_review_status(units[0].id, "approved", "rev") - store.set_review_status(units[1].id, "rejected", "rev") + await store.insert(u) + await store.set_review_status(units[0].id, "approved", "rev") + await store.set_review_status(units[1].id, "rejected", "rev") with engine.connect() as conn: rows = conn.execute(q.SELECT_COUNTS_BY_STATUS).fetchall() - assert {row[0]: row[1] for row in rows} == store.counts_by_status() + assert {row[0]: row[1] for row in rows} == await store.counts_by_status() - def test_select_counts_by_tier(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_counts_by_tier(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db u_local = _make_unit(tier=Tier.LOCAL) u_public = _make_unit(tier=Tier.PUBLIC) - store.insert(u_local) - store.insert(u_public) - store.set_review_status(u_local.id, "approved", "rev") - store.set_review_status(u_public.id, "approved", "rev") + await store.insert(u_local) + await store.insert(u_public) + await store.set_review_status(u_local.id, "approved", "rev") + await store.set_review_status(u_public.id, "approved", "rev") with engine.connect() as conn: rows = conn.execute(q.SELECT_COUNTS_BY_TIER).fetchall() - assert {row[0]: row[1] for row in rows} == store.counts_by_tier() + assert {row[0]: row[1] for row in rows} == await store.counts_by_tier() - def test_select_domain_counts(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_domain_counts(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db unit_a = _make_unit(domains=["databases", "performance"]) unit_b = _make_unit(domains=["databases"]) - store.insert(unit_a) - store.insert(unit_b) - store.set_review_status(unit_a.id, "approved", "rev") - store.set_review_status(unit_b.id, "approved", "rev") + await store.insert(unit_a) + await store.insert(unit_b) + await store.set_review_status(unit_a.id, "approved", "rev") + await store.set_review_status(unit_b.id, "approved", "rev") with engine.connect() as conn: rows = conn.execute(q.SELECT_DOMAIN_COUNTS).fetchall() - assert {row[0]: row[1] for row in rows} == store.domain_counts() + assert {row[0]: row[1] for row in rows} == await store.domain_counts() class TestPendingQueue: - def test_select_pending_queue(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_pending_queue(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db units = [_make_unit() for _ in range(3)] for u in units: - store.insert(u) - store.set_review_status(units[0].id, "approved", "rev") + await store.insert(u) + await store.set_review_status(units[0].id, "approved", "rev") with engine.connect() as conn: rows = conn.execute(q.SELECT_PENDING_QUEUE, {"limit": 10, "offset": 0}).fetchall() helper = [ @@ -187,34 +187,34 @@ def test_select_pending_queue(self, db: tuple[RemoteStore, Engine]) -> None: ] assert helper == store.pending_queue(limit=10, offset=0) - def test_select_pending_queue_offset(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_pending_queue_offset(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db for _ in range(3): - store.insert(_make_unit()) + await store.insert(_make_unit()) with engine.connect() as conn: rows = conn.execute(q.SELECT_PENDING_QUEUE, {"limit": 1, "offset": 1}).fetchall() assert len(rows) == 1 class TestApprovedDataAndActivity: - def test_select_approved_data(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_approved_data(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db u_a = _make_unit() u_b = _make_unit() - store.insert(u_a) - store.insert(u_b) - store.set_review_status(u_a.id, "approved", "rev") + await store.insert(u_a) + await store.insert(u_b) + await store.set_review_status(u_a.id, "approved", "rev") with engine.connect() as conn: rows = conn.execute(q.SELECT_APPROVED_DATA).fetchall() ids = {KnowledgeUnit.model_validate_json(row[0]).id for row in rows} assert ids == {u_a.id} - def test_select_recent_activity(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_recent_activity(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db units = [_make_unit() for _ in range(3)] for u in units: - store.insert(u) - store.set_review_status(units[0].id, "approved", "rev") + await store.insert(u) + await store.set_review_status(units[0].id, "approved", "rev") with engine.connect() as conn: rows = conn.execute(q.SELECT_RECENT_ACTIVITY, {"limit": 10}).fetchall() # Just assert shape and ordering hint: reviewed row appears once and @@ -223,14 +223,14 @@ def test_select_recent_activity(self, db: tuple[RemoteStore, Engine]) -> None: ids = [row[0] for row in rows] assert units[0].id == ids[0] - def test_recent_activity_parity_with_remote_store(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_recent_activity_parity_with_remote_store(self, db: tuple[RemoteStore, Engine]) -> None: """Helper feeds RemoteStore.recent_activity's exact pipeline (over-fetch + Python sort).""" store, engine = db units = [_make_unit() for _ in range(3)] for u in units: - store.insert(u) - store.set_review_status(units[0].id, "approved", "rev") - store.set_review_status(units[1].id, "rejected", "rev") + await store.insert(u) + await store.set_review_status(units[0].id, "approved", "rev") + await store.set_review_status(units[1].id, "rejected", "rev") limit = 5 with engine.connect() as conn: rows = conn.execute(q.SELECT_RECENT_ACTIVITY, {"limit": limit * 2}).fetchall() @@ -259,26 +259,26 @@ def test_recent_activity_parity_with_remote_store(self, db: tuple[RemoteStore, E } ) decorated.sort(key=lambda e: e.get("timestamp", ""), reverse=True) - assert decorated[:limit] == store.recent_activity(limit=limit) + assert decorated[:limit] == await store.recent_activity(limit=limit) class TestSelectQueryUnits: - def test_returns_approved_units_matching_any_domain(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_returns_approved_units_matching_any_domain(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db match = _make_unit(domains=["databases"]) other = _make_unit(domains=["frontend"]) pending = _make_unit(domains=["databases"]) # not approved -> excluded - store.insert(match) - store.insert(other) - store.insert(pending) - store.set_review_status(match.id, "approved", "rev") - store.set_review_status(other.id, "approved", "rev") + await store.insert(match) + await store.insert(other) + await store.insert(pending) + await store.set_review_status(match.id, "approved", "rev") + await store.set_review_status(other.id, "approved", "rev") with engine.connect() as conn: rows = conn.execute(q.SELECT_QUERY_UNITS, {"domains": ["databases"]}).fetchall() ids = {KnowledgeUnit.model_validate_json(row[0]).id for row in rows} assert ids == {match.id} - def test_empty_domains_list_returns_zero_rows(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_empty_domains_list_returns_zero_rows(self, db: tuple[RemoteStore, Engine]) -> None: """Pin SQLAlchemy's empty-expanding-bind contract. SQLAlchemy 2.0 rewrites ``IN ()`` to a no-rows subquery so an empty @@ -289,73 +289,73 @@ def test_empty_domains_list_returns_zero_rows(self, db: tuple[RemoteStore, Engin """ store, engine = db approved = _make_unit(domains=["databases"]) - store.insert(approved) - store.set_review_status(approved.id, "approved", "rev") + await store.insert(approved) + await store.set_review_status(approved.id, "approved", "rev") with engine.connect() as conn: rows = conn.execute(q.SELECT_QUERY_UNITS, {"domains": []}).fetchall() assert rows == [] class TestSelectListUnitsBuilder: - def test_no_filters_no_limit(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_no_filters_no_limit(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db for _ in range(3): - store.insert(_make_unit()) + await store.insert(_make_unit()) stmt = q.select_list_units(domain=None, status=None, apply_limit=False) with engine.connect() as conn: rows = conn.execute(stmt).fetchall() assert len(rows) == 3 - def test_filter_by_status(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_filter_by_status(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db u_a = _make_unit() u_b = _make_unit() - store.insert(u_a) - store.insert(u_b) - store.set_review_status(u_a.id, "approved", "rev") + await store.insert(u_a) + await store.insert(u_b) + await store.set_review_status(u_a.id, "approved", "rev") stmt = q.select_list_units(domain=None, status="approved", apply_limit=True) with engine.connect() as conn: rows = conn.execute(stmt, {"status": "approved", "limit": 10}).fetchall() ids = {KnowledgeUnit.model_validate_json(row[0]).id for row in rows} assert ids == {u_a.id} - def test_filter_by_domain(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_filter_by_domain(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db match = _make_unit(domains=["databases"]) other = _make_unit(domains=["frontend"]) - store.insert(match) - store.insert(other) + await store.insert(match) + await store.insert(other) stmt = q.select_list_units(domain="databases", status=None, apply_limit=True) with engine.connect() as conn: rows = conn.execute(stmt, {"domain": "databases", "limit": 10}).fetchall() ids = {KnowledgeUnit.model_validate_json(row[0]).id for row in rows} assert ids == {match.id} - def test_filter_by_domain_and_status(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_filter_by_domain_and_status(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db match = _make_unit(domains=["databases"]) unapproved = _make_unit(domains=["databases"]) wrong_domain = _make_unit(domains=["frontend"]) for u in (match, unapproved, wrong_domain): - store.insert(u) - store.set_review_status(match.id, "approved", "rev") - store.set_review_status(wrong_domain.id, "approved", "rev") + await store.insert(u) + await store.set_review_status(match.id, "approved", "rev") + await store.set_review_status(wrong_domain.id, "approved", "rev") stmt = q.select_list_units(domain="databases", status="approved", apply_limit=True) with engine.connect() as conn: rows = conn.execute(stmt, {"domain": "databases", "status": "approved", "limit": 10}).fetchall() ids = {KnowledgeUnit.model_validate_json(row[0]).id for row in rows} assert ids == {match.id} - def test_parity_with_remote_store_list_units(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_parity_with_remote_store_list_units(self, db: tuple[RemoteStore, Engine]) -> None: """Helper output, after RemoteStore-style decoration, matches store.list_units().""" store, engine = db u_pending = _make_unit(domains=["databases"]) u_approved = _make_unit(domains=["databases"]) u_rejected = _make_unit(domains=["frontend"]) for u in (u_pending, u_approved, u_rejected): - store.insert(u) - store.set_review_status(u_approved.id, "approved", "rev") - store.set_review_status(u_rejected.id, "rejected", "rev") + await store.insert(u) + await store.set_review_status(u_approved.id, "approved", "rev") + await store.set_review_status(u_rejected.id, "rejected", "rev") stmt = q.select_list_units(domain=None, status=None, apply_limit=True) with engine.connect() as conn: rows = conn.execute(stmt, {"limit": 100}).fetchall() @@ -368,7 +368,7 @@ def test_parity_with_remote_store_list_units(self, db: tuple[RemoteStore, Engine } for row in rows ] - assert decorated == store.list_units(limit=100) + assert decorated == await store.list_units(limit=100) def _backdate(engine: Engine, *, column: str, unit_id: str, when: datetime) -> None: @@ -385,13 +385,13 @@ def _backdate(engine: Engine, *, column: str, unit_id: str, when: datetime) -> N class TestDailyCounts: """Cutoff is computed in Python per RFC #275.""" - def test_proposed_daily(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_proposed_daily(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db now = datetime.now(UTC) u_recent = _make_unit() u_old = _make_unit() - store.insert(u_recent) - store.insert(u_old) + await store.insert(u_recent) + await store.insert(u_old) _backdate(engine, column="created_at", unit_id=u_old.id, when=now - timedelta(days=60)) cutoff = (now - timedelta(days=30)).date().isoformat() with engine.connect() as conn: @@ -399,30 +399,30 @@ def test_proposed_daily(self, db: tuple[RemoteStore, Engine]) -> None: # u_old is older than the cutoff and excluded. assert sum(row[1] for row in rows) == 1 - def test_approved_daily(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_approved_daily(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db now = datetime.now(UTC) u = _make_unit() - store.insert(u) - store.set_review_status(u.id, "approved", "rev") + await store.insert(u) + await store.set_review_status(u.id, "approved", "rev") cutoff = (now - timedelta(days=30)).date().isoformat() with engine.connect() as conn: rows = conn.execute(q.SELECT_APPROVED_DAILY, {"cutoff": cutoff}).fetchall() assert sum(row[1] for row in rows) == 1 - def test_rejected_daily_excludes_old(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_rejected_daily_excludes_old(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db now = datetime.now(UTC) u = _make_unit() - store.insert(u) - store.set_review_status(u.id, "rejected", "rev") + await store.insert(u) + await store.set_review_status(u.id, "rejected", "rev") _backdate(engine, column="reviewed_at", unit_id=u.id, when=now - timedelta(days=60)) cutoff = (now - timedelta(days=30)).date().isoformat() with engine.connect() as conn: rows = conn.execute(q.SELECT_REJECTED_DAILY, {"cutoff": cutoff}).fetchall() assert rows == [] - def test_daily_helpers_match_remote_store(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_daily_helpers_match_remote_store(self, db: tuple[RemoteStore, Engine]) -> None: """Assembled helper output matches ``RemoteStore.daily_counts()``. Builds the same merged/zero-filled shape ``daily_counts`` returns @@ -440,10 +440,10 @@ def test_daily_helpers_match_remote_store(self, db: tuple[RemoteStore, Engine]) u_rejected = _make_unit() u_outside = _make_unit() for u in (u_pending, u_approved_recent, u_approved_old, u_rejected, u_outside): - store.insert(u) - store.set_review_status(u_approved_recent.id, "approved", "rev") - store.set_review_status(u_approved_old.id, "approved", "rev") - store.set_review_status(u_rejected.id, "rejected", "rev") + await store.insert(u) + await store.set_review_status(u_approved_recent.id, "approved", "rev") + await store.set_review_status(u_approved_old.id, "approved", "rev") + await store.set_review_status(u_rejected.id, "rejected", "rev") _backdate(engine, column="reviewed_at", unit_id=u_approved_old.id, when=now - timedelta(days=10)) _backdate(engine, column="created_at", unit_id=u_approved_old.id, when=now - timedelta(days=10)) _backdate(engine, column="created_at", unit_id=u_outside.id, when=now - timedelta(days=60)) @@ -475,14 +475,14 @@ def test_daily_helpers_match_remote_store(self, db: tuple[RemoteStore, Engine]) ) current += timedelta(days=1) - assert assembled == store.daily_counts(days=days) + assert assembled == await store.daily_counts(days=days) # --- knowledge_units: write helpers ---------------------------------------- class TestWriteHelpers: - def test_insert_unit_then_unit_domain(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_insert_unit_then_unit_domain(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db unit = _make_unit(domains=["databases", "performance"]) created_at = datetime.now(UTC).isoformat() @@ -499,12 +499,12 @@ def test_insert_unit_then_unit_domain(self, db: tuple[RemoteStore, Engine]) -> N for d in unit.domains: conn.execute(q.INSERT_UNIT_DOMAIN, {"unit_id": unit.id, "domain": d}) # Verify via the orthogonal RemoteStore API. - assert store.get_any(unit.id) == unit + assert await store.get_any(unit.id) == unit - def test_update_unit_data(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_update_unit_data(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db unit = _make_unit() - store.insert(unit) + await store.insert(unit) new_data = unit.model_copy( update={"insight": Insight(summary="updated", detail="d", action="a")} ).model_dump_json() @@ -513,14 +513,14 @@ def test_update_unit_data(self, db: tuple[RemoteStore, Engine]) -> None: q.UPDATE_UNIT_DATA, {"id": unit.id, "data": new_data, "tier": unit.tier.value}, ) - retrieved = store.get_any(unit.id) + retrieved = await store.get_any(unit.id) assert retrieved is not None assert retrieved.insight.summary == "updated" - def test_update_review_status(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_update_review_status(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db unit = _make_unit() - store.insert(unit) + await store.insert(unit) now = datetime.now(UTC).isoformat() with engine.begin() as conn: result = conn.execute( @@ -528,7 +528,7 @@ def test_update_review_status(self, db: tuple[RemoteStore, Engine]) -> None: {"id": unit.id, "status": "approved", "reviewed_by": "rev", "reviewed_at": now}, ) assert result.rowcount == 1 - assert store.get_review_status(unit.id) == { + assert await store.get_review_status(unit.id) == { "status": "approved", "reviewed_by": "rev", "reviewed_at": now, @@ -548,15 +548,15 @@ def test_update_review_status_missing_returns_zero_rowcount(self, db: tuple[Remo ) assert result.rowcount == 0 - def test_delete_unit_domains(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_delete_unit_domains(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db unit = _make_unit(domains=["a", "b"]) - store.insert(unit) + await store.insert(unit) with engine.begin() as conn: conn.execute(q.DELETE_UNIT_DOMAINS, {"unit_id": unit.id}) # No domain rows remain -> domain_counts() is empty for this unit. - store.set_review_status(unit.id, "approved", "rev") - assert store.domain_counts() == {} + await store.set_review_status(unit.id, "approved", "rev") + assert await store.domain_counts() == {} def test_insert_unit_duplicate_id_raises(self, db: tuple[RemoteStore, Engine]) -> None: """Pins the PRIMARY KEY constraint on knowledge_units.id. @@ -580,7 +580,7 @@ def test_insert_unit_duplicate_id_raises(self, db: tuple[RemoteStore, Engine]) - class TestUserHelpers: - def test_insert_user_and_select(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_insert_user_and_select(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db created_at = datetime.now(UTC).isoformat() with engine.begin() as conn: @@ -588,7 +588,7 @@ def test_insert_user_and_select(self, db: tuple[RemoteStore, Engine]) -> None: q.INSERT_USER, {"username": "bob", "password_hash": "hashed", "created_at": created_at}, ) - user_via_store = store.get_user("bob") + user_via_store = await store.get_user("bob") assert user_via_store is not None with engine.connect() as conn: row = conn.execute(q.SELECT_USER_BY_USERNAME, {"username": "bob"}).fetchone() @@ -628,9 +628,9 @@ def _api_key_row(*, user_id: int, **overrides: Any) -> dict[str, Any]: class TestApiKeyHelpers: - def test_insert_and_count_active(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_insert_and_count_active(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db - user_id = _seed_user(store) + user_id = await _seed_user(store) row = _api_key_row(user_id=user_id) with engine.begin() as conn: conn.execute(q.INSERT_API_KEY, row) @@ -642,9 +642,9 @@ def test_insert_and_count_active(self, db: tuple[RemoteStore, Engine]) -> None: assert count == 1 assert store.count_active_api_keys_for_user(user_id) == 1 - def test_count_active_excludes_expired(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_count_active_excludes_expired(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db - user_id = _seed_user(store) + user_id = await _seed_user(store) row = _api_key_row( user_id=user_id, expires_at=(datetime.now(UTC) - timedelta(days=1)).isoformat(), @@ -658,9 +658,9 @@ def test_count_active_excludes_expired(self, db: tuple[RemoteStore, Engine]) -> ).scalar() assert count == 0 - def test_select_key_for_user(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_key_for_user(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db - user_id = _seed_user(store) + user_id = await _seed_user(store) row = _api_key_row(user_id=user_id) with engine.begin() as conn: conn.execute(q.INSERT_API_KEY, row) @@ -677,9 +677,9 @@ def test_select_key_for_user(self, db: tuple[RemoteStore, Engine]) -> None: other = conn.execute(q.SELECT_KEY_FOR_USER, {"key_id": row["id"], "user_id": user_id + 999}).fetchone() assert other is None - def test_select_active_key_by_id_joins_username(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_active_key_by_id_joins_username(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db - user_id = _seed_user(store, username="carol") + user_id = await _seed_user(store, username="carol") row = _api_key_row(user_id=user_id) with engine.begin() as conn: conn.execute(q.INSERT_API_KEY, row) @@ -692,9 +692,9 @@ def test_select_active_key_by_id_joins_username(self, db: tuple[RemoteStore, Eng assert active[0] == row["id"] assert active[2] == "carol" # username from the JOIN - def test_select_active_key_excludes_revoked(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_select_active_key_excludes_revoked(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db - user_id = _seed_user(store) + user_id = await _seed_user(store) row = _api_key_row(user_id=user_id) with engine.begin() as conn: conn.execute(q.INSERT_API_KEY, row) @@ -709,9 +709,9 @@ def test_select_active_key_excludes_revoked(self, db: tuple[RemoteStore, Engine] ).fetchone() assert active is None - def test_list_keys_for_user_newest_first(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_list_keys_for_user_newest_first(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db - user_id = _seed_user(store) + user_id = await _seed_user(store) older = _api_key_row(user_id=user_id, created_at="2026-01-01T00:00:00+00:00") newer = _api_key_row(user_id=user_id, created_at="2026-04-01T00:00:00+00:00") with engine.begin() as conn: @@ -721,11 +721,11 @@ def test_list_keys_for_user_newest_first(self, db: tuple[RemoteStore, Engine]) - rows = conn.execute(q.LIST_KEYS_FOR_USER, {"user_id": user_id}).fetchall() assert [row[0] for row in rows] == [newer["id"], older["id"]] - def test_list_keys_isolates_users(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_list_keys_isolates_users(self, db: tuple[RemoteStore, Engine]) -> None: """Caller's keys only — another user's keys must not appear.""" store, engine = db - alice = _seed_user(store, username="alice") - bob = _seed_user(store, username="bob") + alice = await _seed_user(store, username="alice") + bob = await _seed_user(store, username="bob") alice_row = _api_key_row(user_id=alice, name="alice-key") bob_row = _api_key_row(user_id=bob, name="bob-key") with engine.begin() as conn: @@ -737,9 +737,9 @@ def test_list_keys_isolates_users(self, db: tuple[RemoteStore, Engine]) -> None: assert [row[0] for row in alice_rows] == [alice_row["id"]] assert [row[0] for row in bob_rows] == [bob_row["id"]] - def test_update_key_revoke_only_affects_unrevoked(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_update_key_revoke_only_affects_unrevoked(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db - user_id = _seed_user(store) + user_id = await _seed_user(store) row = _api_key_row(user_id=user_id) with engine.begin() as conn: conn.execute(q.INSERT_API_KEY, row) @@ -754,9 +754,9 @@ def test_update_key_revoke_only_affects_unrevoked(self, db: tuple[RemoteStore, E assert first.rowcount == 1 assert second.rowcount == 0 # already revoked, idempotent - def test_update_key_last_used(self, db: tuple[RemoteStore, Engine]) -> None: + async def test_update_key_last_used(self, db: tuple[RemoteStore, Engine]) -> None: store, engine = db - user_id = _seed_user(store) + user_id = await _seed_user(store) row = _api_key_row(user_id=user_id) with engine.begin() as conn: conn.execute(q.INSERT_API_KEY, row) From 75070cb13c06f4a8cb4a9d09789050a5d566cc96 Mon Sep 17 00:00:00 2001 From: Peter Wilson Date: Wed, 29 Apr 2026 07:22:50 +0100 Subject: [PATCH 07/13] server: replace local scoring module with cq.scoring from the SDK MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Closes #332. cq-sdk 0.10.0 reads its scoring constants from cq-schema's canonical scoring.values.json, removing the drift hazard that the server's hand-mirrored cq_server.scoring carried. With this change the server consumes those constants transitively via the SDK rather than holding its own copy. - bump cq-sdk pin from ~=0.9.1 to ~=0.10.0 (pulls cq-schema 0.0.1) - swap `from .scoring` / `from cq_server.scoring` imports in app.py, store/_sqlite.py, tests/test_store.py to `from cq.scoring` - delete server/backend/src/cq_server/scoring.py (89 lines) — the SDK's cq.scoring is the canonical Python implementation - delete server/backend/tests/test_scoring.py (65 lines) — the same pattern-boost / signal-overlap behaviours are already covered by sdk/python/tests/test_scoring.py against the canonical implementation - add server/backend/tests/test_schema_oracle.py: validates that KnowledgeUnits as serialised by the server (model_dump_json with exclude_none=True, matching the SqliteStore persistence path) round- trip through cq_schema.load_schema("knowledge_unit"). Mirrors sdk/python/tests/test_schema_oracle.py - add jsonschema>=4.23.0 to the tests dependency group for the oracle 302 backend tests pass (previously 305: -5 from deleting test_scoring, +2 from the oracle); 1 skip remains for the embedding-server-dependent semsearch test. Lint clean. Behaviour note: cq.scoring.calculate_relevance clamps the result to [0, 1]; the deleted local copy did not. In practice this is a no-op (Jaccard ∈ [0, 1] and the four weights sum to 1.0, so the unclamped result is already in range), but the clamp removes a class of latent bug from any future weight tweak that doesn't preserve the sum. --- server/backend/pyproject.toml | 3 +- server/backend/src/cq_server/app.py | 2 +- server/backend/src/cq_server/scoring.py | 89 -- server/backend/src/cq_server/store/_sqlite.py | 2 +- server/backend/tests/test_schema_oracle.py | 68 + server/backend/tests/test_scoring.py | 65 - server/backend/tests/test_store.py | 2 +- server/backend/uv.lock | 1286 ++++++++++------- 8 files changed, 801 insertions(+), 716 deletions(-) delete mode 100644 server/backend/src/cq_server/scoring.py create mode 100644 server/backend/tests/test_schema_oracle.py delete mode 100644 server/backend/tests/test_scoring.py diff --git a/server/backend/pyproject.toml b/server/backend/pyproject.toml index f390e369..664d5bbf 100644 --- a/server/backend/pyproject.toml +++ b/server/backend/pyproject.toml @@ -13,7 +13,7 @@ dependencies = [ "pydantic>=2.0", "pyjwt>=2.0", "bcrypt>=4.0", - "cq-sdk~=0.9.1", + "cq-sdk~=0.10.0", "sqlalchemy>=2.0.49,<2.1", "alembic>=1.18.4,<2", ] @@ -43,6 +43,7 @@ tests = [ "pytest>=9.0.3", "pytest-asyncio>=1.3.0", "httpx", + "jsonschema>=4.23.0", ] [tool.setuptools.packages.find] diff --git a/server/backend/src/cq_server/app.py b/server/backend/src/cq_server/app.py index e8dbb928..0beadabb 100644 --- a/server/backend/src/cq_server/app.py +++ b/server/backend/src/cq_server/app.py @@ -15,6 +15,7 @@ Tier, create_knowledge_unit, ) +from cq.scoring import apply_confirmation, apply_flag from fastapi import APIRouter, Depends, FastAPI, HTTPException, Query from fastapi.staticfiles import StaticFiles from pydantic import BaseModel, Field @@ -25,7 +26,6 @@ from .deps import API_KEY_PEPPER_ENV, require_api_key from .migrations import run_migrations from .review import router as review_router -from .scoring import apply_confirmation, apply_flag from .store import SqliteStore, Store, normalize_domains _STATIC_DIR = Path(__file__).parent / "static" diff --git a/server/backend/src/cq_server/scoring.py b/server/backend/src/cq_server/scoring.py deleted file mode 100644 index f5230397..00000000 --- a/server/backend/src/cq_server/scoring.py +++ /dev/null @@ -1,89 +0,0 @@ -"""Confidence scoring and relevance functions for knowledge units.""" - -from datetime import UTC, datetime - -from cq.models import Flag, FlagReason, KnowledgeUnit - -CONFIRMATION_BOOST = 0.1 -FLAG_PENALTY = 0.15 -CONFIDENCE_CEILING = 1.0 -CONFIDENCE_FLOOR = 0.0 - - -def apply_confirmation(unit: KnowledgeUnit) -> KnowledgeUnit: - """Increment confirmations and boost confidence, capped at 1.0.""" - new_confidence = min(unit.evidence.confidence + CONFIRMATION_BOOST, CONFIDENCE_CEILING) - new_confirmations = unit.evidence.confirmations + 1 - return unit.model_copy( - update={ - "evidence": unit.evidence.model_copy( - update={ - "confidence": new_confidence, - "confirmations": new_confirmations, - "last_confirmed": datetime.now(UTC), - } - ) - } - ) - - -def apply_flag(unit: KnowledgeUnit, reason: FlagReason) -> KnowledgeUnit: - """Reduce confidence and record the flag reason.""" - new_confidence = max(unit.evidence.confidence - FLAG_PENALTY, CONFIDENCE_FLOOR) - new_flag = Flag(reason=reason) - return unit.model_copy( - update={ - "evidence": unit.evidence.model_copy(update={"confidence": new_confidence}), - "flags": [*unit.flags, new_flag], - } - ) - - -def calculate_relevance( - unit: KnowledgeUnit, - query_domains: list[str], - query_languages: list[str] | None = None, - query_frameworks: list[str] | None = None, - query_pattern: str = "", -) -> float: - """Score relevance from 0.0 to 1.0 based on domain overlap and context match. - - Domain overlap is the primary signal (weighted at 0.55). - Language, framework, and pattern matches are secondary signals (0.15 each). - A unit scores 1.0 on language or framework if any queried value overlaps. - A unit scores 1.0 on pattern if the queried value equals the stored pattern (case-insensitive). - """ - domain_weight = 0.55 - language_weight = 0.15 - framework_weight = 0.15 - pattern_weight = 0.15 - - # Domain overlap scored by Jaccard similarity. - unit_domains = set(unit.domains) - query_domain_set = set(query_domains) - if unit_domains or query_domain_set: - domain_score = len(unit_domains & query_domain_set) / len(unit_domains | query_domain_set) - else: - domain_score = 0.0 - - # Language match: 1.0 if any queried language appears in the unit. - language_score = 0.0 - if query_languages and set(query_languages) & set(unit.context.languages): - language_score = 1.0 - - # Framework match: 1.0 if any queried framework appears in the unit. - framework_score = 0.0 - if query_frameworks and set(query_frameworks) & set(unit.context.frameworks): - framework_score = 1.0 - - # Pattern match: 1.0 on case-insensitive equality when both sides are non-empty. - pattern_score = 0.0 - if query_pattern and unit.context.pattern and query_pattern.lower() == unit.context.pattern.lower(): - pattern_score = 1.0 - - return ( - domain_weight * domain_score - + language_weight * language_score - + framework_weight * framework_score - + pattern_weight * pattern_score - ) diff --git a/server/backend/src/cq_server/store/_sqlite.py b/server/backend/src/cq_server/store/_sqlite.py index bbb93719..6b0d378c 100644 --- a/server/backend/src/cq_server/store/_sqlite.py +++ b/server/backend/src/cq_server/store/_sqlite.py @@ -15,12 +15,12 @@ from typing import Any from cq.models import KnowledgeUnit +from cq.scoring import calculate_relevance from sqlalchemy import create_engine, event, text from sqlalchemy.engine import Engine from sqlalchemy.exc import IntegrityError, SQLAlchemyError from .. import semsearch -from ..scoring import calculate_relevance from ..tables import ensure_api_keys_table, ensure_review_columns, ensure_users_table from ._normalize import normalize_domains from ._queries import ( diff --git a/server/backend/tests/test_schema_oracle.py b/server/backend/tests/test_schema_oracle.py new file mode 100644 index 00000000..35fe5397 --- /dev/null +++ b/server/backend/tests/test_schema_oracle.py @@ -0,0 +1,68 @@ +"""Tests that validate server-serialised KnowledgeUnits against the canonical JSON Schema. + +These are the "schema-as-oracle" pattern: they ensure what the server +stores in SQLite (via ``unit.model_dump_json()``) round-trips through +the canonical schema document shipped in ``cq-schema``. If the SDK +model's serialisation drifts from the schema, these fail loudly. +""" + +from __future__ import annotations + +import json +from datetime import UTC, datetime + +import cq_schema +import jsonschema +from cq.models import ( + Context, + Evidence, + Flag, + FlagReason, + Insight, + KnowledgeUnit, + Tier, + create_knowledge_unit, +) + + +def _make_full_unit() -> KnowledgeUnit: + now = datetime.now(UTC) + base = create_knowledge_unit( + domains=["databases"], + insight=Insight(summary="s", detail="d", action="a"), + context=Context(languages=["python"], frameworks=["sqlmodel"], pattern="orm"), + tier=Tier.LOCAL, + created_by="test-agent", + ) + return base.model_copy( + update={ + "evidence": Evidence( + confidence=0.7, + confirmations=2, + first_observed=now, + last_confirmed=now, + ), + "flags": [Flag(reason=FlagReason.STALE, timestamp=now)], + } + ) + + +def test_full_knowledge_unit_validates_against_canonical_schema() -> None: + # SqliteStore persists units via ``unit.model_dump_json()``; the + # canonical schema models optional fields as omitted (not nullable), + # so round-trip the unit through ``exclude_none=True`` to match what + # downstream consumers actually see. + unit = _make_full_unit() + schema = cq_schema.load_schema("knowledge_unit") + payload = json.loads(unit.model_dump_json(exclude_none=True)) + jsonschema.validate(instance=payload, schema=schema) + + +def test_minimal_knowledge_unit_validates_against_canonical_schema() -> None: + unit = create_knowledge_unit( + domains=["databases"], + insight=Insight(summary="s", detail="d", action="a"), + ) + schema = cq_schema.load_schema("knowledge_unit") + payload = json.loads(unit.model_dump_json(exclude_none=True)) + jsonschema.validate(instance=payload, schema=schema) diff --git a/server/backend/tests/test_scoring.py b/server/backend/tests/test_scoring.py deleted file mode 100644 index 88e2b6ba..00000000 --- a/server/backend/tests/test_scoring.py +++ /dev/null @@ -1,65 +0,0 @@ -"""Tests for confidence scoring and relevance functions.""" - -from typing import Any - -from cq.models import Context, Insight, KnowledgeUnit, create_knowledge_unit - -from cq_server.scoring import calculate_relevance - - -def _make_insight(**overrides: Any) -> Insight: - defaults = { - "summary": "Use connection pooling", - "detail": "Database connections are expensive to create.", - "action": "Configure a connection pool with a max size of 10.", - } - return Insight(**{**defaults, **overrides}) - - -def _make_unit(**overrides: Any) -> KnowledgeUnit: - defaults = { - "domains": ["databases", "performance"], - "insight": _make_insight(), - } - return create_knowledge_unit(**{**defaults, **overrides}) - - -class TestServerPatternBoost: - def test_matching_pattern_boosts(self): - unit = _make_unit(domains=["api"], context=Context(pattern="api-client")) - with_p = calculate_relevance(unit, ["api"], query_pattern="api-client") - without = calculate_relevance(unit, ["api"]) - assert with_p > without - assert abs((without + 0.15) - with_p) < 1e-9 - - def test_non_matching_pattern_no_boost(self): - unit = _make_unit(domains=["api"], context=Context(pattern="api-client")) - with_p = calculate_relevance(unit, ["api"], query_pattern="cli-tool") - without = calculate_relevance(unit, ["api"]) - assert with_p == without - - def test_pattern_case_insensitive(self): - unit = _make_unit(domains=["api"], context=Context(pattern="api-client")) - upper = calculate_relevance(unit, ["api"], query_pattern="API-Client") - lower = calculate_relevance(unit, ["api"], query_pattern="api-client") - assert upper == lower - - def test_empty_stored_pattern_never_matches(self): - unit = _make_unit(domains=["api"]) - score = calculate_relevance(unit, ["api"], query_pattern="any") - baseline = calculate_relevance(unit, ["api"]) - assert score == baseline - - def test_all_signals_match_reaches_one(self): - unit = _make_unit( - domains=["api"], - context=Context(languages=["python"], frameworks=["fastapi"], pattern="api-client"), - ) - score = calculate_relevance( - unit, - ["api"], - query_languages=["python"], - query_frameworks=["fastapi"], - query_pattern="api-client", - ) - assert abs(score - 1.0) < 1e-9 diff --git a/server/backend/tests/test_store.py b/server/backend/tests/test_store.py index 3de69314..8b0e2689 100644 --- a/server/backend/tests/test_store.py +++ b/server/backend/tests/test_store.py @@ -16,8 +16,8 @@ Tier, create_knowledge_unit, ) +from cq.scoring import apply_confirmation, apply_flag -from cq_server.scoring import apply_confirmation, apply_flag from cq_server.store import SqliteStore diff --git a/server/backend/uv.lock b/server/backend/uv.lock index 081bda7e..93f5becc 100644 --- a/server/backend/uv.lock +++ b/server/backend/uv.lock @@ -1,5 +1,5 @@ version = 1 -revision = 1 +revision = 3 requires-python = ">=3.11" [[package]] @@ -20,18 +20,18 @@ wheels = [ name = "annotated-doc" version = "0.0.4" source = { registry = "https://pypi.org/simple" 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ab1af3df9036f9bf817fe0ed865dc4437599592b Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Tue, 12 May 2026 07:30:55 +0000 Subject: [PATCH 08/13] docs: document TOKEN_EMBEDDING_URL and SEMSEARCH_EMBEDDING_DIM in server README Agent-Logs-Url: https://github.com/mozilla-ai/cq/sessions/61a0b30e-050e-4ada-a8df-e34dafa13d75 Co-authored-by: javiermtorres <4608715+javiermtorres@users.noreply.github.com> --- server/backend/README.md | 57 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 57 insertions(+) diff --git a/server/backend/README.md b/server/backend/README.md index 5d19a699..c1c24369 100644 --- a/server/backend/README.md +++ b/server/backend/README.md @@ -73,3 +73,60 @@ The full environment-variable table for self-hosters lives in [issue-311]: https://github.com/mozilla-ai/cq/issues/311 [issue-312]: https://github.com/mozilla-ai/cq/issues/312 +[issue-310]: https://github.com/mozilla-ai/cq/issues/310 + +## Semantic search + +Semantic similarity search is **disabled by default**. It activates only when +`TOKEN_EMBEDDING_URL` is set *and* the `semsearch` optional extra is installed. + +### Installation + +``` +uv sync --extra semsearch +# or +pip install "cq-server[semsearch]" +``` + +The extra installs `sqlite-vec`, `numpy`, and `httpx`. + +### Environment variables + +| Variable | Required | Default | Description | +|---|---|---|---| +| `TOKEN_EMBEDDING_URL` | to enable | — | Base URL of the [encoderfile](https://github.com/mozilla-ai/encoderfile) embedding service. When this variable is set and the `semsearch` extra is installed, every insert/update writes an embedding row and `query` modulates relevance by cosine distance. | +| `SEMSEARCH_EMBEDDING_DIM` | no | `768` | Dimensionality of the embedding vectors. **Must match the model served at `TOKEN_EMBEDDING_URL`.** | + +### Embedding service contract + +The server calls: + +``` +POST {TOKEN_EMBEDDING_URL}/predict +Content-Type: application/json + +{"inputs": ["word1", "word2", ...]} +``` + +Expected response: + +```json +{ + "results": [ + { + "embeddings": [ + {"embedding": [0.1, 0.2, ...]}, + ... + ] + } + ] +} +``` + +The server averages across all returned embeddings to produce a single vector. + +### Disabled-by-default behaviour + +When `TOKEN_EMBEDDING_URL` is unset (or the `semsearch` extra is not installed) +`semsearch.is_enabled()` returns `False` and all semsearch code-paths are +short-circuited; behaviour matches the non-semsearch baseline exactly. From a05f6ddbdeb3ffcd4d9654613198153a58ef3ba0 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Wed, 13 May 2026 08:10:02 +0000 Subject: [PATCH 09/13] tests: add semsearch unit tests with monkey-patched _get_embeddings Agent-Logs-Url: https://github.com/mozilla-ai/cq/sessions/c4c9b17a-e6cb-418f-a37e-eaa67609478d Co-authored-by: javiermtorres <4608715+javiermtorres@users.noreply.github.com> --- server/backend/tests/test_semsearch.py | 222 +++++++++++++++++++++++++ 1 file changed, 222 insertions(+) create mode 100644 server/backend/tests/test_semsearch.py diff --git a/server/backend/tests/test_semsearch.py b/server/backend/tests/test_semsearch.py new file mode 100644 index 00000000..bfccb3e5 --- /dev/null +++ b/server/backend/tests/test_semsearch.py @@ -0,0 +1,222 @@ +"""Unit tests for semsearch helpers and the semsearch-enabled store query path. + +Pure-Python helpers (build_field_logits, compute_combined_relevance) are tested +without any external dependencies. + +Integration tests patch semsearch._ENABLED and semsearch._get_embeddings +(and related callables) so the semsearch code paths run deterministically in CI +without a real embedding server or sqlite-vec loaded. +""" + +from collections.abc import AsyncIterator +from pathlib import Path +from unittest.mock import AsyncMock + +import pytest +import pytest_asyncio +from cq.models import Context, Insight, KnowledgeUnit, Tier, create_knowledge_unit + +from cq_server import semsearch +from cq_server.store import SqliteStore + + +def _make_unit(domain: str = "test", *, summary: str = "s", detail: str = "d", action: str = "a") -> KnowledgeUnit: + return create_knowledge_unit( + domains=[domain], + insight=Insight(summary=summary, detail=detail, action=action), + context=Context(), + tier=Tier.PRIVATE, + created_by="tester", + ) + + +@pytest_asyncio.fixture() +async def store(tmp_path: Path) -> AsyncIterator[SqliteStore]: + s = SqliteStore(db_path=tmp_path / "test.db") + try: + yield s + finally: + await s.close() + + +# --------------------------------------------------------------------------- +# Pure-Python helper: build_field_logits +# --------------------------------------------------------------------------- + + +class TestBuildFieldLogits: + def test_empty_input_returns_empty(self) -> None: + assert semsearch.build_field_logits({}) == {} + + def test_row_with_no_numeric_fields_returns_empty(self) -> None: + result = semsearch.build_field_logits({"a": ()}) + assert result == {} + + def test_uniform_values_produce_zero_logits(self) -> None: + row_data = {"a": (1.0,), "b": (1.0,)} + logits = semsearch.build_field_logits(row_data, invert=True) + assert 0 in logits + for logit in logits[0].values(): + assert logit == 0.0 + + def test_lower_distance_gets_positive_logit_when_inverted(self) -> None: + row_data = {"near": (0.1,), "far": (0.9,)} + logits = semsearch.build_field_logits(row_data, invert=True) + assert 0 in logits + assert logits[0][0.1] > 0, "nearer unit should be boosted" + assert logits[0][0.9] < 0, "farther unit should be diminished" + assert logits[0][0.1] > logits[0][0.9] + + def test_non_inverted_higher_value_gets_higher_logit(self) -> None: + row_data = {"low": (0.1,), "high": (0.9,)} + logits = semsearch.build_field_logits(row_data, invert=False) + assert 0 in logits + assert logits[0][0.9] > logits[0][0.1] + + +# --------------------------------------------------------------------------- +# Pure-Python helper: compute_combined_relevance +# --------------------------------------------------------------------------- + + +class TestComputeCombinedRelevance: + def test_no_field_logits_returns_base_unchanged(self) -> None: + result = semsearch.compute_combined_relevance(0.5, (), {}) + assert result == 0.5 + + def test_zero_logit_preserves_base(self) -> None: + field_logits = {0: {0.5: 0.0}} + result = semsearch.compute_combined_relevance(0.5, (0.5,), field_logits) + assert result == pytest.approx(0.5) + + def test_positive_logit_boosts_score(self) -> None: + # logit=1.0 -> combined *= (1 + 1.0) = 2x base + field_logits = {0: {0.1: 1.0}} + result = semsearch.compute_combined_relevance(0.5, (0.1,), field_logits) + assert result == pytest.approx(1.0) + + def test_negative_logit_reduces_score(self) -> None: + # logit=-0.5 -> combined *= (1 - 0.5) = 0.5x base + field_logits = {0: {0.9: -0.5}} + result = semsearch.compute_combined_relevance(0.5, (0.9,), field_logits) + assert result == pytest.approx(0.25) + + def test_missing_field_value_applies_neutral_modulation(self) -> None: + # row_data has 0.9 but logit_map only has 0.3; missing key -> logit 0 -> no change + field_logits = {0: {0.3: 0.5}} + result = semsearch.compute_combined_relevance(0.5, (0.9,), field_logits) + assert result == pytest.approx(0.5) + + +# --------------------------------------------------------------------------- +# Store integration: semsearch-enabled query path +# --------------------------------------------------------------------------- + + +class TestSemsearchQueryPath: + """Verify SqliteStore.query() routes through semsearch when _ENABLED is True. + + These tests patch semsearch._ENABLED and the async callables + (_get_embeddings via combined_query, upsert_unit) so the semsearch + code paths execute without a real embedding server. + """ + + async def test_query_calls_combined_query_when_semsearch_enabled( + self, + store: SqliteStore, + monkeypatch: pytest.MonkeyPatch, + ) -> None: + """When semsearch is enabled, store.query() delegates to semsearch.combined_query.""" + unit = _make_unit("astronomy", summary="Exoplanet transit photometry") + await store.insert(unit) + await store.set_review_status(unit.id, "approved", "reviewer") + + fake_rows = [(unit.model_dump_json(), 0.2)] # (data_json, cosine_distance) + + monkeypatch.setattr(semsearch, "_ENABLED", True) + mock_combined = AsyncMock(return_value=fake_rows) + monkeypatch.setattr(semsearch, "combined_query", mock_combined) + monkeypatch.setattr(semsearch, "upsert_unit", AsyncMock()) + + results = await store.query(["astronomy"]) + + mock_combined.assert_awaited_once() + assert len(results) == 1 + assert results[0].id == unit.id + + async def test_lower_cosine_distance_ranks_first( + self, + store: SqliteStore, + monkeypatch: pytest.MonkeyPatch, + ) -> None: + """Units with lower cosine distance are boosted and ranked first.""" + u_near = _make_unit("astro", summary="Transit dip exoplanet") + u_far = _make_unit("astro", summary="Heavy element HII region") + for u in [u_near, u_far]: + await store.insert(u) + await store.set_review_status(u.id, "approved", "reviewer") + + # u_near is semantically closer (lower distance) + fake_rows = [ + (u_near.model_dump_json(), 0.1), + (u_far.model_dump_json(), 0.8), + ] + + monkeypatch.setattr(semsearch, "_ENABLED", True) + monkeypatch.setattr(semsearch, "combined_query", AsyncMock(return_value=fake_rows)) + monkeypatch.setattr(semsearch, "upsert_unit", AsyncMock()) + + results = await store.query(["astro"]) + + assert len(results) == 2 + assert results[0].id == u_near.id, "nearer unit should rank first" + + async def test_upsert_called_on_insert_when_semsearch_enabled( + self, + store: SqliteStore, + monkeypatch: pytest.MonkeyPatch, + ) -> None: + """store.insert() calls semsearch.upsert_unit when semsearch is enabled.""" + unit = _make_unit("astronomy") + + monkeypatch.setattr(semsearch, "_ENABLED", True) + mock_upsert = AsyncMock() + monkeypatch.setattr(semsearch, "upsert_unit", mock_upsert) + + await store.insert(unit) + + mock_upsert.assert_awaited_once() + + async def test_upsert_called_on_update_when_semsearch_enabled( + self, + store: SqliteStore, + monkeypatch: pytest.MonkeyPatch, + ) -> None: + """store.update() calls semsearch.upsert_unit when semsearch is enabled.""" + unit = _make_unit("astronomy") + await store.insert(unit) + + updated = unit.model_copy(update={"insight": Insight(summary="updated", detail="d", action="a")}) + + monkeypatch.setattr(semsearch, "_ENABLED", True) + mock_upsert = AsyncMock() + monkeypatch.setattr(semsearch, "upsert_unit", mock_upsert) + + await store.update(updated) + + mock_upsert.assert_awaited_once() + + async def test_query_uses_domain_only_path_when_semsearch_disabled( + self, + store: SqliteStore, + ) -> None: + """When semsearch is disabled (default), store.query() uses the SQL-only path.""" + assert not semsearch.is_enabled(), "semsearch must be disabled for this test" + unit = _make_unit("astronomy", summary="Exoplanet transit") + await store.insert(unit) + await store.set_review_status(unit.id, "approved", "reviewer") + + results = await store.query(["astronomy"]) + + assert len(results) == 1 + assert results[0].id == unit.id From 27b3671c7e9f0d70544c46b69072cc387dec55a9 Mon Sep 17 00:00:00 2001 From: Javier Torres Date: Wed, 13 May 2026 11:17:18 +0200 Subject: [PATCH 10/13] Align with main --- server/backend/pyproject.toml | 7 +- server/backend/src/cq_server/core/db.py | 5 + .../src/cq_server/repositories/knowledge.py | 26 + server/backend/src/cq_server/semsearch.py | 239 --- .../src/cq_server/semsearch/__init__.py | 107 ++ .../src/cq_server/semsearch/queries.py | 237 +++ server/backend/tests/conftest.py | 180 +- server/backend/tests/db_helpers.py | 140 ++ server/backend/tests/test_app.py | 4 +- server/backend/tests/test_semsearch.py | 124 +- server/backend/tests/test_sqlite_store.py | 28 +- server/backend/tests/test_store.py | 2 +- server/backend/uv.lock | 1642 ++++++++--------- 13 files changed, 1435 insertions(+), 1306 deletions(-) delete mode 100644 server/backend/src/cq_server/semsearch.py create mode 100644 server/backend/src/cq_server/semsearch/__init__.py create mode 100644 server/backend/src/cq_server/semsearch/queries.py diff --git a/server/backend/pyproject.toml b/server/backend/pyproject.toml index 7659b846..60b00025 100644 --- a/server/backend/pyproject.toml +++ b/server/backend/pyproject.toml @@ -21,9 +21,8 @@ dependencies = [ [project.optional-dependencies] semsearch = [ - "sqlite_vec", - "numpy", - "httpx", + "sqlite_vec~=0.1.9", + "numpy==2.*", ] [project.scripts] @@ -61,6 +60,6 @@ namespaces = false [tool.pytest.ini_options] asyncio_mode = "auto" testpaths = ["tests"] -log_cli = false +log_cli = true log_cli_level = "DEBUG" log_level = "DEBUG" diff --git a/server/backend/src/cq_server/core/db.py b/server/backend/src/cq_server/core/db.py index 1951c609..c0426ece 100644 --- a/server/backend/src/cq_server/core/db.py +++ b/server/backend/src/cq_server/core/db.py @@ -17,6 +17,8 @@ from .config import Settings +from ..semsearch import _ENABLED as _SEMSEARCH_ENABLED, load as semsearch_load + def _apply_sqlite_pragmas(dbapi_connection, _connection_record) -> None: # noqa: ANN001 (sqlalchemy event signature) """Issue cq's required SQLite PRAGMAs on every new connection. @@ -59,6 +61,9 @@ def __init__(self, settings: Settings) -> None: future=True, ) event.listen(self._engine, "connect", _apply_sqlite_pragmas) + # Evolve into a proper plugin module system later on + if _SEMSEARCH_ENABLED: + event.listen(self._engine, "connect", semsearch_load) else: # PostgreSQL backend is gated by #311/#312; lifespan resolves # the URL up-front so this branch should be unreachable in diff --git a/server/backend/src/cq_server/repositories/knowledge.py b/server/backend/src/cq_server/repositories/knowledge.py index 8053ce86..7b04ec61 100644 --- a/server/backend/src/cq_server/repositories/knowledge.py +++ b/server/backend/src/cq_server/repositories/knowledge.py @@ -3,6 +3,8 @@ from __future__ import annotations from datetime import UTC, datetime +from email.mime import text +import logging from cq.models import KnowledgeUnit from sqlalchemy.exc import IntegrityError @@ -23,6 +25,12 @@ UPDATE_UNIT_DATA, ) +from ..semsearch import _ENABLED as _SEMSEARCH_ENABLED +from ..semsearch.queries import combined_query as sem_query, insert_unit as sem_insert_unit + +from sqlalchemy.sql.expression import text as text_clause + +logger = logging.getLogger(__name__) class KnowledgeRepository: """Read/write access to knowledge units.""" @@ -53,7 +61,15 @@ async def get_any(self, unit_id: str) -> KnowledgeUnit | None: async def insert(self, unit: KnowledgeUnit) -> None: """Persist a new unit. Domains are normalised; raises on integrity failure.""" + logger.info(f"Inserting unit {unit.id} with domains {unit.domains} and tier {unit.tier}") + # FIXME plugins should run in the same transaction as the main + # db operations. Provindg sync and async interfaces simultaneously makes this + # compplicated. So the current setup just runs the plugin in a separate transaction + # after the main insert. await self._db.run_sync(self._insert_sync, unit) + if _SEMSEARCH_ENABLED: + with self._db.engine.begin() as conn: + await sem_insert_unit(conn, unit) async def query( self, @@ -65,6 +81,16 @@ async def query( limit: int = 5, ) -> list[KnowledgeUnit]: """Return approved units matching ``domains``, ranked by relevance × confidence.""" + if _SEMSEARCH_ENABLED: + with self._db.engine.connect() as conn: + return await sem_query( + conn, + domains, + languages=languages, + frameworks=frameworks, + pattern=pattern, + limit=limit + ) return await self._db.run_sync( self._query_sync, domains, diff --git a/server/backend/src/cq_server/semsearch.py b/server/backend/src/cq_server/semsearch.py deleted file mode 100644 index ed86a448..00000000 --- a/server/backend/src/cq_server/semsearch.py +++ /dev/null @@ -1,239 +0,0 @@ -"""Semantic-search helpers backed by sqlite-vec and remote token embeddings. - -This module provides optional semantic indexing and retrieval for knowledge units. -Semantic search is enabled only when `TOKEN_EMBEDDING_URL` is configured and the -embedding dependencies are installed. -""" - -import logging -import math -import os -import sqlite3 -from typing import Any - -from cq.models import KnowledgeUnit - -logger = logging.getLogger(__name__) - -_ENABLED = False -_DIM = int(os.environ.get("SEMSEARCH_EMBEDDING_DIM", 768)) -_SEM_QUERY_LIMIT = int(os.environ.get("SEMSEARCH_QUERY_LIMIT", 10)) - - -_TOKEN_EMBEDDING_URL = os.environ.get("TOKEN_EMBEDDING_URL") -if _TOKEN_EMBEDDING_URL: - try: - import sqlite_vec - import numpy as np - import numpy.typing as npt - from httpx import AsyncClient - - _ENABLED = True - - logger.info(f"Token embedding enabled using encoderfile endpoint at {_TOKEN_EMBEDDING_URL}") - except ImportError: - logger.warning( - "TOKEN_EMBEDDING_URL is set but required packages are not installed; " - "semantic search will be unavailable. To enable, install cq with " - "the 'embedding' extra: pip install cq-sdk[embedding]", - exc_info=True, - ) - - -# We have avoided using vec0 table since we won't be doing knn-style -# search, but rather filtering by domain and then ranking by distance. -# The syntax for a vec0 table would be: -# CREATE VIRTUAL TABLE IF NOT EXISTS knowledge_units_vec -# USING vec0( -# id TEXT PRIMARY KEY, -# embedding float[{dim}] -# ); -_VEC_SCHEMA_SQL = """ -CREATE TABLE IF NOT EXISTS knowledge_units_vec( - id TEXT PRIMARY KEY, - embedding float[{dim}] - check( - typeof(embedding) == 'blob' - and vec_length(embedding) == {dim} - ) -); -""" - -_VEC_SEARCH_SQL = """ - SELECT - ku.data, - vec_distance_cosine(vec.embedding, ?) as distance - FROM knowledge_units_vec vec - JOIN knowledge_units ku ON ku.id = vec.id - WHERE ku.status = 'approved' - ORDER BY distance - LIMIT ? -""" - -_QUERY_VEC_COMBINED_SQL = """ - SELECT - ku.data, - vec_distance_cosine(vec.embedding, ?) as distance - FROM knowledge_units ku - JOIN knowledge_units_vec vec ON ku.id = vec.id - WHERE ku.status = 'approved' - AND ku.id IN ( - SELECT DISTINCT unit_id - FROM knowledge_unit_domains - WHERE domain IN ({placeholders}) - ORDER BY distance LIMIT ? - ) -""" - -_VEC_DELETE_SQL = "DELETE FROM knowledge_units_vec WHERE id = ?" -_VEC_INSERT_SQL = "INSERT INTO knowledge_units_vec (id, embedding) VALUES (?, ?)" - - -async def _get_embeddings(wordlist: list[str]) -> npt.ArrayLike: - """Get embeddings for a list of words using the embedding API.""" - if not _ENABLED: - raise RuntimeError( - "Semantic search is not enabled. Set TOKEN_EMBEDDING_URL and install required packages to enable." - ) - async with AsyncClient(base_url=_TOKEN_EMBEDDING_URL) as client: # ty: ignore[invalid-argument-type] - request_data = {"inputs": wordlist} - response = await client.post("/predict", json=request_data) - response.raise_for_status() - results = response.json().get("results") - if not results: - raise RuntimeError(f"Embedding API returned no embeddings for input: {request_data}") - return np.average(np.array([embedding.get("embedding") for embedding in results[0]["embeddings"]]), axis=0) - - -def is_enabled() -> bool: - """Return whether semantic search dependencies are available.""" - return _ENABLED - - -def _serialize_embedding(vec: npt.ArrayLike) -> bytes: - """Convert an embedding vector to sqlite-vec compatible bytes.""" - arr = np.asarray(vec, dtype=np.float32) - if hasattr(sqlite_vec, "serialize_float32"): - return sqlite_vec.serialize_float32(arr) # ty: ignore[invalid-argument-type] - return arr.tobytes() - - -def load(conn: sqlite3.Connection) -> None: - """Load the sqlite-vec extension into an SQLite connection.""" - if not _ENABLED: - return - conn.enable_load_extension(True) - sqlite_vec.load(conn) - conn.enable_load_extension(False) - - -def ensure_schema(conn: sqlite3.Connection) -> None: - """Create semantic search virtual table if embedding is enabled.""" - if not _ENABLED: - return - conn.executescript(_VEC_SCHEMA_SQL.format(dim=_DIM)) - - -async def upsert_unit(conn: sqlite3.Connection, unit: KnowledgeUnit) -> None: - """Insert or update a knowledge unit embedding row.""" - if not _ENABLED: - return - text = " ".join([unit.insight.summary, unit.insight.detail, unit.insight.action]).strip() - if not text: - return - embedding = await _get_embeddings([text]) - serialized = _serialize_embedding(embedding) - conn.execute(_VEC_DELETE_SQL, (unit.id,)) - conn.execute(_VEC_INSERT_SQL, (unit.id, serialized)) - - -async def query(conn: sqlite3.Connection, domains: list[str], *, limit: int = 5) -> list[KnowledgeUnit]: - """Semantic search implementation.""" - if not _ENABLED: - return [] - if not domains: - return [] - if limit <= 0: - return [] - vec_emb_search = await _get_embeddings(domains) - search_embedding = _serialize_embedding(vec_emb_search) - try: - vec_rows = conn.execute(_VEC_SEARCH_SQL, (search_embedding, limit)).fetchall() - except sqlite3.OperationalError: - vec_rows = [] - return [KnowledgeUnit.model_validate_json(row[0]) for row in vec_rows] - - -async def combined_query(conn: sqlite3.Connection, domains: list[str], placeholders: str) -> list[Any]: - """Generate SQL for a combined domain filter + vector search query.""" - if not _ENABLED: - return [] - if not domains: - return [] - vec_emb_search = await _get_embeddings(domains) - search_embedding = _serialize_embedding(vec_emb_search) - try: - args = [search_embedding] + domains + [_SEM_QUERY_LIMIT] - vec_rows = conn.execute(_QUERY_VEC_COMBINED_SQL.format(placeholders=placeholders), args).fetchall() - except sqlite3.OperationalError: - logger.warning(f"args: {vec_emb_search.shape}") # ty: ignore[unresolved-attribute] - logger.warning(f"query: {_QUERY_VEC_COMBINED_SQL.format(placeholders=placeholders)}") - logger.warning("Combined query failed, falling back to domain-only search", exc_info=True) - vec_rows = [] - return vec_rows - - -def build_field_logits( - row_data_by_id: dict[str, tuple[Any, ...]], - *, - invert: bool = True, -) -> dict[int, dict[Any, float]]: - """Build logit-normalized scores for each additional field across all rows. - - When ``invert`` is True (the default), lower field values — e.g. cosine - distances — receive higher logits. - """ - field_logits: dict[int, dict[Any, float]] = {} - if not row_data_by_id: - return field_logits - - max_fields = max(len(data) for data in row_data_by_id.values()) - for field_idx in range(max_fields): - values: list[float] = [] - for data in row_data_by_id.values(): - if field_idx < len(data) and isinstance(data[field_idx], (int, float)): - values.append(float(data[field_idx])) - if not values: - continue - - min_val = min(values) - max_val = max(values) - if min_val == max_val: - field_logits[field_idx] = {v: 0.0 for v in values} - continue - - mean_val = sum(values) / len(values) - field_logits[field_idx] = {} - for v in values: - ratio = (v / mean_val) if mean_val != 0 else 1.0 - logit = -math.log(ratio) if invert else math.log(ratio) - field_logits[field_idx][v] = logit - - return field_logits - - -def compute_combined_relevance( - base_relevance: float, - row_data: tuple[Any, ...], - field_logits: dict[int, dict[Any, float]], -) -> float: - """Multiply base relevance by ``(1 + logit)`` for each per-row field. - - Keeps the combined score positive while letting low-distance rows - boost their score and high-distance rows diminish it. - """ - combined = base_relevance - for field_idx, logit_map in field_logits.items(): - if field_idx < len(row_data): - combined *= 1.0 + logit_map.get(row_data[field_idx], 0.0) - return combined diff --git a/server/backend/src/cq_server/semsearch/__init__.py b/server/backend/src/cq_server/semsearch/__init__.py new file mode 100644 index 00000000..6ad82329 --- /dev/null +++ b/server/backend/src/cq_server/semsearch/__init__.py @@ -0,0 +1,107 @@ +"""Semantic-search helpers backed by sqlite-vec and remote token embeddings. + +This module provides optional semantic indexing and retrieval for knowledge units. +Semantic search is enabled only when `TOKEN_EMBEDDING_URL` is configured and the +embedding dependencies are installed. +""" + +import logging +import os +import sqlite3 +from sqlalchemy.sql.expression import TextClause, text + +logger = logging.getLogger(__name__) + +_ENABLED = False +_DIM = int(os.environ.get("SEMSEARCH_EMBEDDING_DIM", 768)) + + +_TOKEN_EMBEDDING_URL = os.environ.get("TOKEN_EMBEDDING_URL") +if _TOKEN_EMBEDDING_URL: + try: + import sqlite_vec + import numpy as np + from httpx import AsyncClient + + _ENABLED = True + + logger.info(f"Token embedding enabled using encoderfile endpoint at {_TOKEN_EMBEDDING_URL}") + except ImportError: + logger.warning( + "TOKEN_EMBEDDING_URL is set but required packages are not installed; " + "semantic search will be unavailable. To enable, install cq with " + "the 'embedding' extra: pip install cq-sdk[embedding]", + exc_info=True, + ) + + +# We have avoided using vec0 table since we won't be doing knn-style +# search, but rather filtering by domain and then ranking by distance. +# The syntax for a vec0 table would be: +# CREATE VIRTUAL TABLE IF NOT EXISTS knowledge_units_vec +# USING vec0( +# id TEXT PRIMARY KEY, +# embedding float[{dim}] +# ); +_VEC_SCHEMA_SQL = """ +CREATE TABLE IF NOT EXISTS knowledge_units_vec( + id TEXT PRIMARY KEY, + embedding float[{dim}] + check( + typeof(embedding) == 'blob' + and vec_length(embedding) == {dim} + ) +); +""" + + +_VEC_SEARCH_SQL = """ + SELECT + ku.data, + vec_distance_cosine(vec.embedding, :query_embedding) as distance + FROM knowledge_units_vec vec + JOIN knowledge_units ku ON ku.id = vec.id + WHERE ku.status = 'approved' + ORDER BY distance + LIMIT :limit +""" + +_QUERY_VEC_COMBINED_SQL = """ + SELECT + ku.data, + vec_distance_cosine(vec.embedding, :query_embedding) as distance + FROM knowledge_units ku + JOIN knowledge_units_vec vec ON ku.id = vec.id + WHERE ku.status = 'approved' + AND ku.id IN ( + SELECT DISTINCT unit_id + FROM knowledge_unit_domains + WHERE domain IN :domains + ) + ORDER BY distance LIMIT :limit +""" + +_VEC_DELETE_SQL = "DELETE FROM knowledge_units_vec WHERE id = :unit_id" +_VEC_INSERT_SQL = "INSERT INTO knowledge_units_vec (id, embedding) VALUES (:unit_id, :embedding)" + + +def is_enabled() -> bool: + """Return whether semantic search dependencies are available.""" + return _ENABLED + + +def load(conn, _) -> None: + """Load the sqlite-vec extension into an SQLite connection.""" + if not _ENABLED: + return + conn.enable_load_extension(True) + sqlite_vec.load(conn) + conn.enable_load_extension(False) + ensure_schema(conn) + + +def ensure_schema(conn) -> None: + """Create semantic search virtual table if embedding is enabled.""" + if not _ENABLED: + return + conn.executescript(_VEC_SCHEMA_SQL.format(dim=_DIM)) diff --git a/server/backend/src/cq_server/semsearch/queries.py b/server/backend/src/cq_server/semsearch/queries.py new file mode 100644 index 00000000..56114170 --- /dev/null +++ b/server/backend/src/cq_server/semsearch/queries.py @@ -0,0 +1,237 @@ +"""Semantic-search helpers backed by sqlite-vec and remote token embeddings. + +This module provides optional semantic indexing and retrieval for knowledge units. +Semantic search is enabled only when `TOKEN_EMBEDDING_URL` is configured and the +embedding dependencies are installed. +""" + +import logging +import math +from pydoc import text +import sqlite3 +from typing import Any + +from cq.models import KnowledgeUnit +from cq.scoring import calculate_relevance +from ..repositories._normalize import normalize_domains +from . import is_enabled as semsearch_enabled, _TOKEN_EMBEDDING_URL, _DIM, _VEC_DELETE_SQL, _VEC_INSERT_SQL, _VEC_SEARCH_SQL, _QUERY_VEC_COMBINED_SQL +from sqlalchemy.sql.expression import text as text_clause, bindparam + +logger = logging.getLogger(__name__) + +if semsearch_enabled(): + import sqlite_vec + import numpy as np + import numpy.typing as npt + from httpx import AsyncClient + +async def _get_embeddings(wordlist: list[str]) -> "npt.ArrayLike": + """Get embeddings for a list of words using the embedding API.""" + if not semsearch_enabled(): + raise RuntimeError( + "Semantic search is not enabled. Set TOKEN_EMBEDDING_URL and install required packages to enable." + ) + async with AsyncClient(base_url=_TOKEN_EMBEDDING_URL) as client: # ty: ignore[invalid-argument-type] + request_data = {"inputs": wordlist} + response = await client.post("/predict", json=request_data) + response.raise_for_status() + results = response.json().get("results") + if not results: + raise RuntimeError(f"Embedding API returned no embeddings for input: {request_data}") + return np.average(np.array([embedding.get("embedding") for embedding in results[0]["embeddings"]]), axis=0) + + +def _serialize_embedding(vec: "npt.ArrayLike") -> bytes: + """Convert an embedding vector to sqlite-vec compatible bytes.""" + arr = np.asarray(vec, dtype=np.float32) + if hasattr(sqlite_vec, "serialize_float32"): + return sqlite_vec.serialize_float32(arr) # ty: ignore[invalid-argument-type] + return arr.tobytes() + + +# check type of sqlalchemy conns +async def upsert_unit(conn, unit: KnowledgeUnit) -> None: + """Update a knowledge unit embedding row.""" + if not semsearch_enabled(): + return + text = " ".join([unit.insight.summary, unit.insight.detail, unit.insight.action]).strip() + if not text: + return + embedding = await _get_embeddings([text]) + serialized = _serialize_embedding(embedding) + conn.execute(text_clause(_VEC_DELETE_SQL), {"unit_id": unit.id}) + conn.execute(text_clause(_VEC_INSERT_SQL), {"unit_id": unit.id, "embedding": serialized}) + + +async def insert_unit(conn, unit: KnowledgeUnit) -> None: + """Insert a knowledge unit embedding row.""" + if not semsearch_enabled(): + logging.warning("Attempted to insert embedding while semantic search is disabled; skipping embedding insert") + return + text = " ".join([unit.insight.summary, unit.insight.detail, unit.insight.action]).strip() + if not text: + raise ValueError("Cannot insert embedding for unit with empty insight text") + embedding = await _get_embeddings([text]) + serialized = _serialize_embedding(embedding) + res = conn.execute(text_clause(_VEC_INSERT_SQL), {"unit_id": unit.id, "embedding": serialized}) + + +# check type of sqlalchemy conns +async def query(conn, + domains: list[str], + languages: list[str] | None, + frameworks: list[str] | None, + pattern: str, + *, + limit: int = 5, + ) -> list[KnowledgeUnit]: + """Semantic search implementation.""" + if not semsearch_enabled(): + raise RuntimeError( + "Semantic search is not enabled. Set TOKEN_EMBEDDING_URL and install required packages to enable." + ) + if not domains: + return [] + if limit <= 0: + return [] + normalized = normalize_domains(domains) + if not normalized: + return [] + vec_emb_search = await _get_embeddings(normalized) + search_embedding = _serialize_embedding(vec_emb_search) + try: + vec_rows = conn.execute(text_clause(_VEC_SEARCH_SQL), {"query_embedding": search_embedding, "limit": limit}).fetchall() + print(f"Vector search returned {len(vec_rows)} rows for domains {normalized} with limit {limit}") + logger.info(f"Vector search returned {len(vec_rows)} rows for domains {normalized} with limit {limit}") + except sqlite3.OperationalError: + logger.warning(f"args: {{'query_embedding': , 'limit': {limit}}}") + vec_rows = [] + units= [KnowledgeUnit.model_validate_json(row[0]) for row in vec_rows] + scored = [ + ( + calculate_relevance( + u, + normalized, + query_languages=languages, + query_frameworks=frameworks, + query_pattern=pattern, + ) + * u.evidence.confidence, + u.id, + u, + ) + for u in units + ] + # Match RemoteStore tie-break: score desc, id desc on tie. + scored.sort(key=lambda item: (item[0], item[1]), reverse=True) + return [u for _, _, u in scored[:limit]] + + +async def combined_query(conn: sqlite3.Connection, + domains: list[str], + languages: list[str] | None, + frameworks: list[str] | None, + pattern: str, + *, + limit: int = 5,) -> list[Any]: + """Generate SQL for a combined domain filter + vector search query.""" + if not semsearch_enabled(): + raise RuntimeError( + "Semantic search is not enabled. Set TOKEN_EMBEDDING_URL and install required packages to enable." + ) + if not domains: + return [] + if limit <= 0: + raise ValueError("limit must be positive") + normalized = normalize_domains(domains) + if not normalized: + return [] + vec_emb_search = await _get_embeddings(domains) + search_embedding = _serialize_embedding(vec_emb_search) + try: + args = {"query_embedding": search_embedding, "limit": limit, "domains": normalized} + clause = text_clause(_QUERY_VEC_COMBINED_SQL).bindparams(bindparam("domains", expanding=True)) + vec_rows = conn.execute(clause, args).fetchall() + except sqlite3.OperationalError: + logger.warning(f"args: {args}") # ty: ignore[unresolved-attribute] + logger.warning(f"query: {_QUERY_VEC_COMBINED_SQL}") + logger.warning("Combined query failed, falling back to domain-only search", exc_info=True) + raise RuntimeError("Combined query failed, falling back to domain-only search") from None + units= [KnowledgeUnit.model_validate_json(row[0]) for row in vec_rows] + # Re arrange rows according to distance + scored = [ + ( + calculate_relevance( + u, + normalized, + query_languages=languages, + query_frameworks=frameworks, + query_pattern=pattern, + ) + * u.evidence.confidence, + u.id, + u, + ) + for u in units + ] + # Match RemoteStore tie-break: score desc, id desc on tie. + # Re arrange rows according to distance + logging.info(f"Combined query returned {len(vec_rows)} rows for domains {normalized} with limit {limit}") + scored.sort(key=lambda item: (item[0], item[1]), reverse=True) + return [u for _, _, u in scored[:limit]] + + +def build_field_logits( + row_data_by_id: dict[str, tuple[Any, ...]], + *, + invert: bool = True, +) -> dict[int, dict[Any, float]]: + """Build logit-normalized scores for each additional field across all rows. + + When ``invert`` is True (the default), lower field values — e.g. cosine + distances — receive higher logits. + """ + field_logits: dict[int, dict[Any, float]] = {} + if not row_data_by_id: + return field_logits + + max_fields = max(len(data) for data in row_data_by_id.values()) + for field_idx in range(max_fields): + values: list[float] = [] + for data in row_data_by_id.values(): + if field_idx < len(data) and isinstance(data[field_idx], (int, float)): + values.append(float(data[field_idx])) + if not values: + continue + + min_val = min(values) + max_val = max(values) + if min_val == max_val: + field_logits[field_idx] = {v: 0.0 for v in values} + continue + + mean_val = sum(values) / len(values) + field_logits[field_idx] = {} + for v in values: + ratio = (v / mean_val) if mean_val != 0 else 1.0 + logit = -math.log(ratio) if invert else math.log(ratio) + field_logits[field_idx][v] = logit + + return field_logits + + +def compute_combined_relevance( + base_relevance: float, + row_data: tuple[Any, ...], + field_logits: dict[int, dict[Any, float]], +) -> float: + """Multiply base relevance by ``(1 + logit)`` for each per-row field. + + Keeps the combined score positive while letting low-distance rows + boost their score and high-distance rows diminish it. + """ + combined = base_relevance + for field_idx, logit_map in field_logits.items(): + if field_idx < len(row_data): + combined *= 1.0 + logit_map.get(row_data[field_idx], 0.0) + return combined diff --git a/server/backend/tests/conftest.py b/server/backend/tests/conftest.py index 4f6073a9..83b5ef4f 100644 --- a/server/backend/tests/conftest.py +++ b/server/backend/tests/conftest.py @@ -10,11 +10,13 @@ from __future__ import annotations +import logging from collections.abc import AsyncIterator from pathlib import Path from types import SimpleNamespace import pytest_asyncio +import pytest from cq.models import KnowledgeUnit from cq_server.core.config import Settings @@ -26,8 +28,17 @@ UserRepository, ) -from .db_helpers import init_test_db +from .db_helpers import init_test_db, _RepoBundle +# Configure basic logging to ensure DEBUG level logs are output to the console +logging.basicConfig(level=logging.DEBUG) + +# Configure SQLAlchemy logging +logging.getLogger("sqlalchemy.engine").setLevel(logging.DEBUG) +logging.getLogger("sqlalchemy.orm").setLevel(logging.DEBUG) +logging.getLogger("sqlalchemy.dialects").setLevel(logging.DEBUG) +logging.getLogger("cq_server.semsearch").setLevel(logging.DEBUG) +logging.getLogger("cq_server.repositories").setLevel(logging.DEBUG) def _build_settings(db_path: Path) -> Settings: """Construct ``Settings`` directly so tests don't depend on env state.""" @@ -39,131 +50,36 @@ def _build_settings(db_path: Path) -> Settings: ) -class _RepoBundle: - """Lightweight container exposing the four repositories on a single object. - - Re-exposes the legacy ``Store`` surface as forwarding methods so that - pre-decomposition tests can keep their ``store.(...)`` calls - while we migrate them piecemeal to per-repository fixtures. New tests - should use the typed repository fixtures directly. - """ - - def __init__(self, db: Database) -> None: - self._db = db - self.users = UserRepository(db) - self.api_keys = APIKeyRepository(db) - self.knowledge = KnowledgeRepository(db) - self.reviews = ReviewRepository(db) - - @property - def _engine(self): - """Expose the SQLAlchemy engine for tests that inspect schema directly.""" - return self._db.engine - - async def _run_sync(self, fn, /, *args, **kwargs): - """Forward to ``Database.run_sync`` so legacy ``store._run_sync`` tests still work.""" - return await self._db.run_sync(fn, *args, **kwargs) - - async def close(self) -> None: - await self._db.close() - - # --- Knowledge (legacy ``Store`` surface) --- - - async def count(self) -> int: - return await self.knowledge.count() - - async def counts_by_tier(self) -> dict[str, int]: - return await self.knowledge.counts_by_tier() - - async def domain_counts(self) -> dict[str, int]: - return await self.knowledge.domain_counts() - - async def get(self, unit_id: str) -> KnowledgeUnit | None: - return await self.knowledge.get(unit_id) - - async def get_any(self, unit_id: str) -> KnowledgeUnit | None: - return await self.knowledge.get_any(unit_id) - - async def insert(self, unit: KnowledgeUnit) -> None: - await self.knowledge.insert(unit) - - async def query(self, *args, **kwargs): - return await self.knowledge.query(*args, **kwargs) - - async def update(self, unit: KnowledgeUnit) -> None: - await self.knowledge.update(unit) - - # --- Reviews --- - - async def confidence_distribution(self): - return await self.reviews.confidence_distribution() - - async def counts_by_status(self): - return await self.reviews.counts_by_status() - - async def daily_counts(self, *args, **kwargs): - return await self.reviews.daily_counts(*args, **kwargs) - - async def get_review_status(self, unit_id: str): - return await self.reviews.get_status(unit_id) - - async def list_units(self, *args, **kwargs): - return await self.reviews.list_units(*args, **kwargs) +@pytest.fixture +def db_path(tmp_path: Path) -> Path: + """Path to a fresh, Alembic-initialised SQLite DB.""" + db = tmp_path / "cq.db" + init_test_db(db) + return db - async def pending_count(self): - return await self.reviews.pending_count() - async def pending_queue(self, *args, **kwargs): - return await self.reviews.pending_queue(*args, **kwargs) - - async def recent_activity(self, *args, **kwargs): - return await self.reviews.recent_activity(*args, **kwargs) - - async def set_review_status(self, unit_id: str, status: str, reviewed_by: str) -> None: - await self.reviews.set_status(unit_id, status, reviewed_by) - - # --- Users --- - - async def create_user(self, username: str, password_hash: str) -> None: - await self.users.create(username, password_hash) - - async def get_user(self, username: str): - return await self.users.get(username) - - # --- API keys --- - - async def count_active_api_keys_for_user(self, user_id: int) -> int: - return await self.api_keys.count_active_for_user(user_id) - - async def create_api_key(self, *args, **kwargs): - return await self.api_keys.create(*args, **kwargs) - - async def get_active_api_key_by_id(self, key_id: str): - return await self.api_keys.get_active_by_id(key_id) +@pytest_asyncio.fixture +async def users_repo(repos: _RepoBundle) -> UserRepository: + """Yield the ``UserRepository`` from the shared bundle.""" + return repos.users - async def get_api_key_for_user(self, *args, **kwargs): - return await self.api_keys.get_for_user(*args, **kwargs) - async def list_api_keys_for_user(self, user_id: int): - return await self.api_keys.list_for_user(user_id) +@pytest_asyncio.fixture +async def api_keys_repo(repos: _RepoBundle) -> APIKeyRepository: + """Yield the ``APIKeyRepository`` from the shared bundle.""" + return repos.api_keys - async def revoke_api_key(self, *args, **kwargs): - return await self.api_keys.revoke(*args, **kwargs) - async def touch_api_key_last_used(self, key_id: str) -> None: - await self.api_keys.touch_last_used(key_id) +@pytest_asyncio.fixture +async def knowledge_repo(repos: _RepoBundle) -> KnowledgeRepository: + """Yield the ``KnowledgeRepository`` from the shared bundle.""" + return repos.knowledge @pytest_asyncio.fixture -async def database(tmp_path: Path) -> AsyncIterator[Database]: - """Yield a freshly-migrated ``Database`` rooted at a per-test temp path.""" - db_path = tmp_path / "test.db" - init_test_db(db_path) - db = Database(_build_settings(db_path)) - try: - yield db - finally: - await db.close() +async def reviews_repo(repos: _RepoBundle) -> ReviewRepository: + """Yield the ``ReviewRepository`` from the shared bundle.""" + return repos.reviews @pytest_asyncio.fixture @@ -184,27 +100,15 @@ async def repos(tmp_path: Path) -> AsyncIterator[_RepoBundle]: @pytest_asyncio.fixture -async def users_repo(repos: _RepoBundle) -> UserRepository: - """Yield the ``UserRepository`` from the shared bundle.""" - return repos.users - - -@pytest_asyncio.fixture -async def api_keys_repo(repos: _RepoBundle) -> APIKeyRepository: - """Yield the ``APIKeyRepository`` from the shared bundle.""" - return repos.api_keys - - -@pytest_asyncio.fixture -async def knowledge_repo(repos: _RepoBundle) -> KnowledgeRepository: - """Yield the ``KnowledgeRepository`` from the shared bundle.""" - return repos.knowledge - - -@pytest_asyncio.fixture -async def reviews_repo(repos: _RepoBundle) -> ReviewRepository: - """Yield the ``ReviewRepository`` from the shared bundle.""" - return repos.reviews +async def database(tmp_path: Path) -> AsyncIterator[Database]: + """Yield a freshly-migrated ``Database`` rooted at a per-test temp path.""" + db_path = tmp_path / "test.db" + init_test_db(db_path) + db = Database(_build_settings(db_path)) + try: + yield db + finally: + await db.close() # Re-export the namespace alias so legacy tests that imported the old diff --git a/server/backend/tests/db_helpers.py b/server/backend/tests/db_helpers.py index f1d1195d..f12d47d4 100644 --- a/server/backend/tests/db_helpers.py +++ b/server/backend/tests/db_helpers.py @@ -13,8 +13,133 @@ import sqlite3 from pathlib import Path +import pytest_asyncio from cq_server.migrations import run_migrations +from cq_server.core.config import Settings +from cq_server.core.db import Database +from cq_server.repositories import ( + APIKeyRepository, + KnowledgeRepository, + ReviewRepository, + UserRepository, +) + + + +class _RepoBundle: + """Lightweight container exposing the four repositories on a single object. + + Re-exposes the legacy ``Store`` surface as forwarding methods so that + pre-decomposition tests can keep their ``store.(...)`` calls + while we migrate them piecemeal to per-repository fixtures. New tests + should use the typed repository fixtures directly. + """ + + def __init__(self, db: Database) -> None: + self._db = db + self.users = UserRepository(db) + self.api_keys = APIKeyRepository(db) + self.knowledge = KnowledgeRepository(db) + self.reviews = ReviewRepository(db) + + @property + def _engine(self): + """Expose the SQLAlchemy engine for tests that inspect schema directly.""" + return self._db.engine + + async def _run_sync(self, fn, /, *args, **kwargs): + """Forward to ``Database.run_sync`` so legacy ``store._run_sync`` tests still work.""" + return await self._db.run_sync(fn, *args, **kwargs) + + async def close(self) -> None: + await self._db.close() + + # --- Knowledge (legacy ``Store`` surface) --- + + async def count(self) -> int: + return await self.knowledge.count() + + async def counts_by_tier(self) -> dict[str, int]: + return await self.knowledge.counts_by_tier() + + async def domain_counts(self) -> dict[str, int]: + return await self.knowledge.domain_counts() + + async def get(self, unit_id: str) -> KnowledgeUnit | None: + return await self.knowledge.get(unit_id) + + async def get_any(self, unit_id: str) -> KnowledgeUnit | None: + return await self.knowledge.get_any(unit_id) + + async def insert(self, unit: KnowledgeUnit) -> None: + await self.knowledge.insert(unit) + + async def query(self, *args, **kwargs): + return await self.knowledge.query(*args, **kwargs) + + async def update(self, unit: KnowledgeUnit) -> None: + await self.knowledge.update(unit) + + # --- Reviews --- + + async def confidence_distribution(self): + return await self.reviews.confidence_distribution() + + async def counts_by_status(self): + return await self.reviews.counts_by_status() + + async def daily_counts(self, *args, **kwargs): + return await self.reviews.daily_counts(*args, **kwargs) + + async def get_review_status(self, unit_id: str): + return await self.reviews.get_status(unit_id) + + async def list_units(self, *args, **kwargs): + return await self.reviews.list_units(*args, **kwargs) + + async def pending_count(self): + return await self.reviews.pending_count() + + async def pending_queue(self, *args, **kwargs): + return await self.reviews.pending_queue(*args, **kwargs) + + async def recent_activity(self, *args, **kwargs): + return await self.reviews.recent_activity(*args, **kwargs) + + async def set_review_status(self, unit_id: str, status: str, reviewed_by: str) -> None: + await self.reviews.set_status(unit_id, status, reviewed_by) + + # --- Users --- + + async def create_user(self, username: str, password_hash: str) -> None: + await self.users.create(username, password_hash) + + async def get_user(self, username: str): + return await self.users.get(username) + + # --- API keys --- + + async def count_active_api_keys_for_user(self, user_id: int) -> int: + return await self.api_keys.count_active_for_user(user_id) + + async def create_api_key(self, *args, **kwargs): + return await self.api_keys.create(*args, **kwargs) + + async def get_active_api_key_by_id(self, key_id: str): + return await self.api_keys.get_active_by_id(key_id) + + async def get_api_key_for_user(self, *args, **kwargs): + return await self.api_keys.get_for_user(*args, **kwargs) + + async def list_api_keys_for_user(self, user_id: int): + return await self.api_keys.list_for_user(user_id) + + async def revoke_api_key(self, *args, **kwargs): + return await self.api_keys.revoke(*args, **kwargs) + + async def touch_api_key_last_used(self, key_id: str) -> None: + await self.api_keys.touch_last_used(key_id) def sqlite_url(db: Path) -> str: @@ -27,6 +152,21 @@ def init_test_db(db: Path) -> None: run_migrations(sqlite_url(db)) +def _make_store(db_path: Path) -> _RepoBundle: + """Build a fresh ``_RepoBundle`` for a single test. + + Equivalent to the historical ``SqliteStore(db_path=...)`` construction; + just routed through the decomposed ``Database`` + repository layout. + """ + settings = Settings( # type: ignore[call-arg] + jwt_secret="test-jwt-secret", # pragma: allowlist secret + api_key_pepper="test-pepper", # pragma: allowlist secret + database_url=f"sqlite:///{db_path}", + db_path=db_path, + ) + return _RepoBundle(Database(settings)) + + # Historical pre-Alembic schema, reproduced here as one frozen artifact # so ``TestExistingPreAlembicDatabase`` can synthesise a legacy # production DB without depending on the deleted runtime DDL. **Do not diff --git a/server/backend/tests/test_app.py b/server/backend/tests/test_app.py index 2118b67a..565ea73a 100644 --- a/server/backend/tests/test_app.py +++ b/server/backend/tests/test_app.py @@ -8,9 +8,9 @@ import pytest from fastapi.testclient import TestClient -from cq_server import semsearch from cq_server.api.deps import require_api_key from cq_server.app import app +import cq_server.semsearch as semsearch TEST_USERNAME = "test-user" @@ -259,7 +259,7 @@ def test_query_returns_best_result_with_domain_overlap(self, client: TestClient) if not semsearch.is_enabled(): pytest.skip("semantic dependencies are not enabled") try: - asyncio.run(semsearch._get_embeddings(["connectivity check"])) + asyncio.run(semsearch.queries._get_embeddings(["connectivity check"])) except Exception as exc: pytest.skip(f"embedding server unavailable: {exc}") diff --git a/server/backend/tests/test_semsearch.py b/server/backend/tests/test_semsearch.py index bfccb3e5..1c2a0ef2 100644 --- a/server/backend/tests/test_semsearch.py +++ b/server/backend/tests/test_semsearch.py @@ -3,21 +3,21 @@ Pure-Python helpers (build_field_logits, compute_combined_relevance) are tested without any external dependencies. -Integration tests patch semsearch._ENABLED and semsearch._get_embeddings -(and related callables) so the semsearch code paths run deterministically in CI -without a real embedding server or sqlite-vec loaded. +Integration tests patch the names imported into KnowledgeRepository +(_SEMSEARCH_ENABLED, sem_query, sem_insert_unit) so the semsearch code paths +run deterministically in CI without a real embedding server or sqlite-vec loaded. """ -from collections.abc import AsyncIterator from pathlib import Path from unittest.mock import AsyncMock import pytest -import pytest_asyncio from cq.models import Context, Insight, KnowledgeUnit, Tier, create_knowledge_unit from cq_server import semsearch -from cq_server.store import SqliteStore +from cq_server.semsearch import queries as semsearch_queries + +from .db_helpers import _make_store def _make_unit(domain: str = "test", *, summary: str = "s", detail: str = "d", action: str = "a") -> KnowledgeUnit: @@ -30,14 +30,6 @@ def _make_unit(domain: str = "test", *, summary: str = "s", detail: str = "d", a ) -@pytest_asyncio.fixture() -async def store(tmp_path: Path) -> AsyncIterator[SqliteStore]: - s = SqliteStore(db_path=tmp_path / "test.db") - try: - yield s - finally: - await s.close() - # --------------------------------------------------------------------------- # Pure-Python helper: build_field_logits @@ -46,22 +38,22 @@ async def store(tmp_path: Path) -> AsyncIterator[SqliteStore]: class TestBuildFieldLogits: def test_empty_input_returns_empty(self) -> None: - assert semsearch.build_field_logits({}) == {} + assert semsearch_queries.build_field_logits({}) == {} def test_row_with_no_numeric_fields_returns_empty(self) -> None: - result = semsearch.build_field_logits({"a": ()}) + result = semsearch_queries.build_field_logits({"a": ()}) assert result == {} def test_uniform_values_produce_zero_logits(self) -> None: row_data = {"a": (1.0,), "b": (1.0,)} - logits = semsearch.build_field_logits(row_data, invert=True) + logits = semsearch_queries.build_field_logits(row_data, invert=True) assert 0 in logits for logit in logits[0].values(): assert logit == 0.0 def test_lower_distance_gets_positive_logit_when_inverted(self) -> None: row_data = {"near": (0.1,), "far": (0.9,)} - logits = semsearch.build_field_logits(row_data, invert=True) + logits = semsearch_queries.build_field_logits(row_data, invert=True) assert 0 in logits assert logits[0][0.1] > 0, "nearer unit should be boosted" assert logits[0][0.9] < 0, "farther unit should be diminished" @@ -69,7 +61,7 @@ def test_lower_distance_gets_positive_logit_when_inverted(self) -> None: def test_non_inverted_higher_value_gets_higher_logit(self) -> None: row_data = {"low": (0.1,), "high": (0.9,)} - logits = semsearch.build_field_logits(row_data, invert=False) + logits = semsearch_queries.build_field_logits(row_data, invert=False) assert 0 in logits assert logits[0][0.9] > logits[0][0.1] @@ -81,30 +73,30 @@ def test_non_inverted_higher_value_gets_higher_logit(self) -> None: class TestComputeCombinedRelevance: def test_no_field_logits_returns_base_unchanged(self) -> None: - result = semsearch.compute_combined_relevance(0.5, (), {}) + result = semsearch_queries.compute_combined_relevance(0.5, (), {}) assert result == 0.5 def test_zero_logit_preserves_base(self) -> None: field_logits = {0: {0.5: 0.0}} - result = semsearch.compute_combined_relevance(0.5, (0.5,), field_logits) + result = semsearch_queries.compute_combined_relevance(0.5, (0.5,), field_logits) assert result == pytest.approx(0.5) def test_positive_logit_boosts_score(self) -> None: # logit=1.0 -> combined *= (1 + 1.0) = 2x base field_logits = {0: {0.1: 1.0}} - result = semsearch.compute_combined_relevance(0.5, (0.1,), field_logits) + result = semsearch_queries.compute_combined_relevance(0.5, (0.1,), field_logits) assert result == pytest.approx(1.0) def test_negative_logit_reduces_score(self) -> None: # logit=-0.5 -> combined *= (1 - 0.5) = 0.5x base field_logits = {0: {0.9: -0.5}} - result = semsearch.compute_combined_relevance(0.5, (0.9,), field_logits) + result = semsearch_queries.compute_combined_relevance(0.5, (0.9,), field_logits) assert result == pytest.approx(0.25) def test_missing_field_value_applies_neutral_modulation(self) -> None: # row_data has 0.9 but logit_map only has 0.3; missing key -> logit 0 -> no change field_logits = {0: {0.3: 0.5}} - result = semsearch.compute_combined_relevance(0.5, (0.9,), field_logits) + result = semsearch_queries.compute_combined_relevance(0.5, (0.9,), field_logits) assert result == pytest.approx(0.5) @@ -114,105 +106,89 @@ def test_missing_field_value_applies_neutral_modulation(self) -> None: class TestSemsearchQueryPath: - """Verify SqliteStore.query() routes through semsearch when _ENABLED is True. + """Verify KnowledgeRepository.query() routes through semsearch when enabled. - These tests patch semsearch._ENABLED and the async callables - (_get_embeddings via combined_query, upsert_unit) so the semsearch - code paths execute without a real embedding server. + These tests patch the names imported directly into KnowledgeRepository + (_SEMSEARCH_ENABLED, sem_query, sem_insert_unit) so the semsearch code + paths execute without a real embedding server. """ - async def test_query_calls_combined_query_when_semsearch_enabled( + async def test_query_calls_sem_query_when_semsearch_enabled( self, - store: SqliteStore, + db_path: Path, monkeypatch: pytest.MonkeyPatch, ) -> None: - """When semsearch is enabled, store.query() delegates to semsearch.combined_query.""" + """When semsearch is enabled, store.query() delegates to sem_query.""" unit = _make_unit("astronomy", summary="Exoplanet transit photometry") + store = _make_store(db_path) await store.insert(unit) await store.set_review_status(unit.id, "approved", "reviewer") - fake_rows = [(unit.model_dump_json(), 0.2)] # (data_json, cosine_distance) + import cq_server.repositories.knowledge as knowledge_mod - monkeypatch.setattr(semsearch, "_ENABLED", True) - mock_combined = AsyncMock(return_value=fake_rows) - monkeypatch.setattr(semsearch, "combined_query", mock_combined) - monkeypatch.setattr(semsearch, "upsert_unit", AsyncMock()) + monkeypatch.setattr(knowledge_mod, "_SEMSEARCH_ENABLED", True) + mock_sem_query = AsyncMock(return_value=[unit]) + monkeypatch.setattr(knowledge_mod, "sem_query", mock_sem_query) + monkeypatch.setattr(knowledge_mod, "sem_insert_unit", AsyncMock()) results = await store.query(["astronomy"]) - mock_combined.assert_awaited_once() + mock_sem_query.assert_awaited_once() assert len(results) == 1 assert results[0].id == unit.id async def test_lower_cosine_distance_ranks_first( self, - store: SqliteStore, + db_path: Path, monkeypatch: pytest.MonkeyPatch, ) -> None: - """Units with lower cosine distance are boosted and ranked first.""" + """sem_query returns units pre-ranked; store.query() preserves that order.""" u_near = _make_unit("astro", summary="Transit dip exoplanet") u_far = _make_unit("astro", summary="Heavy element HII region") + store = _make_store(db_path) for u in [u_near, u_far]: await store.insert(u) await store.set_review_status(u.id, "approved", "reviewer") - # u_near is semantically closer (lower distance) - fake_rows = [ - (u_near.model_dump_json(), 0.1), - (u_far.model_dump_json(), 0.8), - ] + # sem_query returns units already sorted by semantic relevance + import cq_server.repositories.knowledge as knowledge_mod - monkeypatch.setattr(semsearch, "_ENABLED", True) - monkeypatch.setattr(semsearch, "combined_query", AsyncMock(return_value=fake_rows)) - monkeypatch.setattr(semsearch, "upsert_unit", AsyncMock()) + monkeypatch.setattr(knowledge_mod, "_SEMSEARCH_ENABLED", True) + monkeypatch.setattr(knowledge_mod, "sem_query", AsyncMock(return_value=[u_near, u_far])) + monkeypatch.setattr(knowledge_mod, "sem_insert_unit", AsyncMock()) results = await store.query(["astro"]) assert len(results) == 2 assert results[0].id == u_near.id, "nearer unit should rank first" - async def test_upsert_called_on_insert_when_semsearch_enabled( + async def test_insert_unit_called_on_insert_when_semsearch_enabled( self, - store: SqliteStore, + db_path: Path, monkeypatch: pytest.MonkeyPatch, ) -> None: - """store.insert() calls semsearch.upsert_unit when semsearch is enabled.""" + """store.insert() calls sem_insert_unit when semsearch is enabled.""" unit = _make_unit("astronomy") + store = _make_store(db_path) - monkeypatch.setattr(semsearch, "_ENABLED", True) - mock_upsert = AsyncMock() - monkeypatch.setattr(semsearch, "upsert_unit", mock_upsert) - - await store.insert(unit) + import cq_server.repositories.knowledge as knowledge_mod - mock_upsert.assert_awaited_once() + monkeypatch.setattr(knowledge_mod, "_SEMSEARCH_ENABLED", True) + mock_insert = AsyncMock() + monkeypatch.setattr(knowledge_mod, "sem_insert_unit", mock_insert) - async def test_upsert_called_on_update_when_semsearch_enabled( - self, - store: SqliteStore, - monkeypatch: pytest.MonkeyPatch, - ) -> None: - """store.update() calls semsearch.upsert_unit when semsearch is enabled.""" - unit = _make_unit("astronomy") await store.insert(unit) - updated = unit.model_copy(update={"insight": Insight(summary="updated", detail="d", action="a")}) - - monkeypatch.setattr(semsearch, "_ENABLED", True) - mock_upsert = AsyncMock() - monkeypatch.setattr(semsearch, "upsert_unit", mock_upsert) - - await store.update(updated) - - mock_upsert.assert_awaited_once() + mock_insert.assert_awaited_once() + @pytest.mark.skipif(semsearch.is_enabled(), reason="Requires sqlite-vec extension and embedding dependencies") async def test_query_uses_domain_only_path_when_semsearch_disabled( self, - store: SqliteStore, + db_path: Path, ) -> None: """When semsearch is disabled (default), store.query() uses the SQL-only path.""" - assert not semsearch.is_enabled(), "semsearch must be disabled for this test" unit = _make_unit("astronomy", summary="Exoplanet transit") + store = _make_store(db_path) await store.insert(unit) await store.set_review_status(unit.id, "approved", "reviewer") diff --git a/server/backend/tests/test_sqlite_store.py b/server/backend/tests/test_sqlite_store.py index 79f42f70..9df232ed 100644 --- a/server/backend/tests/test_sqlite_store.py +++ b/server/backend/tests/test_sqlite_store.py @@ -13,34 +13,8 @@ import pytest from cq.models import Context, Insight, KnowledgeUnit, Tier, create_knowledge_unit -from cq_server.core.config import Settings -from cq_server.core.db import Database - from .conftest import _RepoBundle -from .db_helpers import init_test_db - - -@pytest.fixture -def db_path(tmp_path: Path) -> Path: - """Path to a fresh, Alembic-initialised SQLite DB.""" - db = tmp_path / "cq.db" - init_test_db(db) - return db - - -def _make_store(db_path: Path) -> _RepoBundle: - """Build a fresh ``_RepoBundle`` for a single test. - - Equivalent to the historical ``SqliteStore(db_path=...)`` construction; - just routed through the decomposed ``Database`` + repository layout. - """ - settings = Settings( # type: ignore[call-arg] - jwt_secret="test-jwt-secret", # pragma: allowlist secret - api_key_pepper="test-pepper", # pragma: allowlist secret - database_url=f"sqlite:///{db_path}", - db_path=db_path, - ) - return 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b/server/backend/src/cq_server/semsearch/queries.py index 56114170..9c86cea8 100644 --- a/server/backend/src/cq_server/semsearch/queries.py +++ b/server/backend/src/cq_server/semsearch/queries.py @@ -146,9 +146,9 @@ async def combined_query(conn: sqlite3.Connection, normalized = normalize_domains(domains) if not normalized: return [] - vec_emb_search = await _get_embeddings(domains) - search_embedding = _serialize_embedding(vec_emb_search) try: + vec_emb_search = await _get_embeddings(domains) + search_embedding = _serialize_embedding(vec_emb_search) args = {"query_embedding": search_embedding, "limit": limit, "domains": normalized} clause = text_clause(_QUERY_VEC_COMBINED_SQL).bindparams(bindparam("domains", expanding=True)) vec_rows = conn.execute(clause, args).fetchall() @@ -157,30 +157,43 @@ async def combined_query(conn: sqlite3.Connection, logger.warning(f"query: {_QUERY_VEC_COMBINED_SQL}") logger.warning("Combined query failed, falling back to domain-only search", exc_info=True) raise RuntimeError("Combined query failed, falling back to domain-only search") from None - units= [KnowledgeUnit.model_validate_json(row[0]) for row in vec_rows] + except Exception as e: + logger.warning("Combined query failed, falling back to domain-only search", exc_info=True) + raise RuntimeError("Combined query failed, falling back to domain-only search") from e + units = [(KnowledgeUnit.model_validate_json(row), distance) for row, distance in vec_rows] + total_distance = sum(distance for _, distance in units) + def combine(relevance, distance) -> float: + """Combine relevance and distance into a single score.""" + # Simple example: partially weighted over normalized distance + relevance_weight = 0.8 + distance_weight = 0.2 + normalized_distance = distance / total_distance if total_distance > 0 else 0 + result = relevance * relevance_weight + normalized_distance * distance_weight + return result + # Re arrange rows according to distance scored = [ ( - calculate_relevance( + combine(calculate_relevance( u, normalized, query_languages=languages, query_frameworks=frameworks, query_pattern=pattern, - ) + ), distance) * u.evidence.confidence, u.id, u, ) - for u in units + for u, distance in units ] # Match RemoteStore tie-break: score desc, id desc on tie. # Re arrange rows according to distance - logging.info(f"Combined query returned {len(vec_rows)} rows for domains {normalized} with limit {limit}") scored.sort(key=lambda item: (item[0], item[1]), reverse=True) return [u for _, _, u in scored[:limit]] + def build_field_logits( row_data_by_id: dict[str, tuple[Any, ...]], *, diff --git a/server/backend/tests/conftest.py b/server/backend/tests/conftest.py index 83b5ef4f..92c4768d 100644 --- a/server/backend/tests/conftest.py +++ b/server/backend/tests/conftest.py @@ -38,6 +38,7 @@ logging.getLogger("sqlalchemy.orm").setLevel(logging.DEBUG) logging.getLogger("sqlalchemy.dialects").setLevel(logging.DEBUG) logging.getLogger("cq_server.semsearch").setLevel(logging.DEBUG) +logging.getLogger("cq_server.semsearch.queries").setLevel(logging.DEBUG) logging.getLogger("cq_server.repositories").setLevel(logging.DEBUG) def _build_settings(db_path: Path) -> Settings: diff --git a/server/backend/tests/test_semsearch.py b/server/backend/tests/test_semsearch.py index 1c2a0ef2..9680c600 100644 --- a/server/backend/tests/test_semsearch.py +++ b/server/backend/tests/test_semsearch.py @@ -12,6 +12,7 @@ from unittest.mock import AsyncMock import pytest +import logging from cq.models import Context, Insight, KnowledgeUnit, Tier, create_knowledge_unit from cq_server import semsearch @@ -196,3 +197,70 @@ async def test_query_uses_domain_only_path_when_semsearch_disabled( assert len(results) == 1 assert results[0].id == unit.id + + @pytest.mark.skipif(not semsearch.is_enabled(), reason="Requires sqlite-vec extension and embedding dependencies") + async def test_semsearch_e2e_returns_two_most_relevant_units( + self, + db_path: Path, + ) -> None: + """E2E semsearch query returns top-2 relevant astronomy units, excluding unrelated content.""" + try: + await semsearch_queries._get_embeddings(["connectivity check"]) + except Exception as exc: + pytest.skip(f"embedding server unavailable: {exc}") + + u_near = create_knowledge_unit( + domains=["astronomy"], + insight=Insight( + summary="Detect exoplanets from transit dips", + detail="Transit photometry reveals periodic light-curve dips from orbiting planets.", + action="Implement a FastAPI service to score transit candidates and rank follow-up targets.", + ), + context=Context(languages=["python"], frameworks=["fastapi"], pattern="transit-detection"), + tier=Tier.PRIVATE, + created_by="tester", + ) + u_far = create_knowledge_unit( + domains=["astronomy"], + insight=Insight( + summary="Map heavy-element enrichment in HII regions", + detail="Emission-line analysis estimates oxygen and nitrogen abundance in ionized gas clouds.", + action="Track metallicity gradients to compare star-formation environments.", + ), + context=Context(), + tier=Tier.PRIVATE, + created_by="tester", + ) + u_unrelated = create_knowledge_unit( + domains=["cybersecurity"], + insight=Insight( + summary="Rotate API credentials after incident response", + detail="Short-lived credentials limit persistence after compromise.", + action="Automate revocation and rotation workflows every 30 days.", + ), + context=Context(languages=["go"], frameworks=["gin"], pattern="credential-rotation"), + tier=Tier.PRIVATE, + created_by="tester", + ) + + store = _make_store(db_path) + # Due to alembic env.py, logging is messed up + logging.getLogger("cq_server.semsearch").disabled = False + logging.getLogger("cq_server.semsearch.queries").disabled = False + + for unit in [u_near, u_far, u_unrelated]: + await store.insert(unit) + await store.set_review_status(unit.id, "approved", "reviewer") + + results = await store.query( + ["astronomy"], + languages=["python"], + frameworks=["fastapi"], + pattern="transit-detection", + limit=2, + ) + + assert len(results) == 2 + assert results[0].id == u_near.id + assert {result.id for result in results} == {u_near.id, u_far.id} + assert all("astronomy" in result.domains for result in results) From 44341c029f60c6410523426df987d8a7b3ab2d8d Mon Sep 17 00:00:00 2001 From: Javier Torres Date: Wed, 13 May 2026 15:29:19 +0200 Subject: [PATCH 12/13] Fix lint --- server/backend/src/cq_server/app.py | 11 +-------- .../src/cq_server/semsearch/queries.py | 24 +++++++++---------- 2 files changed, 12 insertions(+), 23 deletions(-) diff --git a/server/backend/src/cq_server/app.py b/server/backend/src/cq_server/app.py index 57d3c8fc..c774d2db 100644 --- a/server/backend/src/cq_server/app.py +++ b/server/backend/src/cq_server/app.py @@ -6,16 +6,7 @@ from pathlib import Path import uvicorn -from cq.models import ( - Context, - FlagReason, - Insight, - KnowledgeUnit, - Tier, - create_knowledge_unit, -) -from cq.scoring import apply_confirmation, apply_flag -from fastapi import APIRouter, Depends, FastAPI, HTTPException, Query +from fastapi import APIRouter, FastAPI, HTTPException from fastapi.staticfiles import StaticFiles from starlette.responses import FileResponse diff --git a/server/backend/src/cq_server/semsearch/queries.py b/server/backend/src/cq_server/semsearch/queries.py index 9c86cea8..2067273f 100644 --- a/server/backend/src/cq_server/semsearch/queries.py +++ b/server/backend/src/cq_server/semsearch/queries.py @@ -16,6 +16,7 @@ from ..repositories._normalize import normalize_domains from . import is_enabled as semsearch_enabled, _TOKEN_EMBEDDING_URL, _DIM, _VEC_DELETE_SQL, _VEC_INSERT_SQL, _VEC_SEARCH_SQL, _QUERY_VEC_COMBINED_SQL from sqlalchemy.sql.expression import text as text_clause, bindparam +from sqlalchemy.engine.base import Connection logger = logging.getLogger(__name__) @@ -97,15 +98,14 @@ async def query(conn, normalized = normalize_domains(domains) if not normalized: return [] - vec_emb_search = await _get_embeddings(normalized) - search_embedding = _serialize_embedding(vec_emb_search) try: + vec_emb_search = await _get_embeddings(normalized) + search_embedding = _serialize_embedding(vec_emb_search) vec_rows = conn.execute(text_clause(_VEC_SEARCH_SQL), {"query_embedding": search_embedding, "limit": limit}).fetchall() print(f"Vector search returned {len(vec_rows)} rows for domains {normalized} with limit {limit}") logger.info(f"Vector search returned {len(vec_rows)} rows for domains {normalized} with limit {limit}") - except sqlite3.OperationalError: - logger.warning(f"args: {{'query_embedding': , 'limit': {limit}}}") - vec_rows = [] + except sqlite3.OperationalError as e: + raise RuntimeError("Database error when performing base query") from e units= [KnowledgeUnit.model_validate_json(row[0]) for row in vec_rows] scored = [ ( @@ -127,7 +127,7 @@ async def query(conn, return [u for _, _, u in scored[:limit]] -async def combined_query(conn: sqlite3.Connection, +async def combined_query(conn: Connection, domains: list[str], languages: list[str] | None, frameworks: list[str] | None, @@ -152,14 +152,12 @@ async def combined_query(conn: sqlite3.Connection, args = {"query_embedding": search_embedding, "limit": limit, "domains": normalized} clause = text_clause(_QUERY_VEC_COMBINED_SQL).bindparams(bindparam("domains", expanding=True)) vec_rows = conn.execute(clause, args).fetchall() - except sqlite3.OperationalError: - logger.warning(f"args: {args}") # ty: ignore[unresolved-attribute] - logger.warning(f"query: {_QUERY_VEC_COMBINED_SQL}") - logger.warning("Combined query failed, falling back to domain-only search", exc_info=True) - raise RuntimeError("Combined query failed, falling back to domain-only search") from None + except sqlite3.OperationalError as e: + logger.warning("Database error when performing combined query", exc_info=True) + raise RuntimeError("Database error when performing combined query") from e except Exception as e: - 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