269 lines
8.7 KiB
TypeScript
269 lines
8.7 KiB
TypeScript
/**
|
|
* tests/unit/memory-vectorstore-crud.test.ts
|
|
*
|
|
* Plan 21 — Memory Engine Redesign (F4)
|
|
* Tests for upsertVector / searchVector / deleteVector:
|
|
* - Insert 3 memories; upsertVector for each → COUNT=3.
|
|
* - searchVector(query_vec, topK=2) returns 2 results ordered by distance ASC.
|
|
* - searchVector with apiKeyId filters results.
|
|
* - deleteVector removes the entry; COUNT=2.
|
|
* - deleteVector for non-existent memoryId is no-op (no throw).
|
|
* - upsertVector for non-existent memoryId throws.
|
|
*/
|
|
|
|
import test from "node:test";
|
|
import assert from "node:assert/strict";
|
|
import fs from "node:fs";
|
|
import os from "node:os";
|
|
import path from "node:path";
|
|
import { mock } from "node:test";
|
|
|
|
const TEST_DATA_DIR = fs.mkdtempSync(path.join(os.tmpdir(), "omr-vecstore-crud-"));
|
|
process.env.DATA_DIR = TEST_DATA_DIR;
|
|
process.env.DISABLE_SQLITE_AUTO_BACKUP = "true";
|
|
|
|
const core = await import("../../src/lib/db/core.ts");
|
|
const vsModule = await import("../../src/lib/memory/vectorStore.ts");
|
|
const { getVectorStore, _resetVectorStoreSingleton } = vsModule;
|
|
|
|
import type { EmbeddingResolution } from "../../src/lib/memory/embedding/types.ts";
|
|
|
|
const DIM = 4;
|
|
|
|
function makeResolution(): EmbeddingResolution {
|
|
return {
|
|
source: "remote",
|
|
model: "test/dim4",
|
|
dimensions: DIM,
|
|
signature: `test:dim4:${DIM}`,
|
|
reason: "test",
|
|
};
|
|
}
|
|
|
|
function makeVec(...values: number[]): Float32Array {
|
|
return new Float32Array(values);
|
|
}
|
|
|
|
function cleanup() {
|
|
mock.restoreAll();
|
|
_resetVectorStoreSingleton();
|
|
core.resetDbInstance();
|
|
if (fs.existsSync(TEST_DATA_DIR)) {
|
|
fs.rmSync(TEST_DATA_DIR, { recursive: true, force: true });
|
|
}
|
|
fs.mkdirSync(TEST_DATA_DIR, { recursive: true });
|
|
}
|
|
|
|
test.afterEach(() => {
|
|
cleanup();
|
|
});
|
|
|
|
test.after(() => {
|
|
core.resetDbInstance();
|
|
if (fs.existsSync(TEST_DATA_DIR)) {
|
|
fs.rmSync(TEST_DATA_DIR, { recursive: true, force: true });
|
|
}
|
|
});
|
|
|
|
function getStoreOrSkip(t: { skip: (msg: string) => void }): ReturnType<typeof getVectorStore> {
|
|
_resetVectorStoreSingleton();
|
|
const store = getVectorStore();
|
|
if (store === null) {
|
|
t.skip("sqlite-vec not available in this environment — skipping");
|
|
return null;
|
|
}
|
|
return store;
|
|
}
|
|
|
|
async function setupTable(store: NonNullable<ReturnType<typeof getVectorStore>>) {
|
|
const res = makeResolution();
|
|
await store.ensureReady(res);
|
|
}
|
|
|
|
function insertMemory(
|
|
db: ReturnType<typeof core.getDbInstance>,
|
|
id: string,
|
|
apiKeyId: string,
|
|
content: string,
|
|
) {
|
|
db.prepare(
|
|
`INSERT INTO memories (id, api_key_id, type, key, content, created_at)
|
|
VALUES (?, ?, 'factual', ?, ?, datetime('now'))`,
|
|
).run(id, apiKeyId, `key-${id}`, content);
|
|
}
|
|
|
|
// ──────────────── upsertVector + COUNT ────────────────
|
|
|
|
test("upsertVector: inserts 3 vectors, vec_memories count = 3", async (t) => {
|
|
const store = getStoreOrSkip(t);
|
|
if (!store) return;
|
|
|
|
const db = core.getDbInstance();
|
|
await setupTable(store);
|
|
|
|
insertMemory(db, "mem-a", "key1", "alpha");
|
|
insertMemory(db, "mem-b", "key1", "beta");
|
|
insertMemory(db, "mem-c", "key1", "gamma");
|
|
|
|
await store.upsertVector("mem-a", makeVec(1.0, 0.0, 0.0, 0.0));
|
|
await store.upsertVector("mem-b", makeVec(0.0, 1.0, 0.0, 0.0));
|
|
await store.upsertVector("mem-c", makeVec(0.0, 0.0, 1.0, 0.0));
|
|
|
|
const cnt = db.prepare("SELECT COUNT(*) AS cnt FROM vec_memories").get() as { cnt: number };
|
|
assert.equal(cnt.cnt, 3, "should have 3 vectors after 3 upserts");
|
|
});
|
|
|
|
test("upsertVector: idempotent (re-insert same memory updates the vector)", async (t) => {
|
|
const store = getStoreOrSkip(t);
|
|
if (!store) return;
|
|
|
|
const db = core.getDbInstance();
|
|
await setupTable(store);
|
|
|
|
insertMemory(db, "mem-a", "key1", "alpha");
|
|
await store.upsertVector("mem-a", makeVec(1.0, 0.0, 0.0, 0.0));
|
|
await store.upsertVector("mem-a", makeVec(0.5, 0.5, 0.0, 0.0)); // re-insert
|
|
|
|
const cnt = db.prepare("SELECT COUNT(*) AS cnt FROM vec_memories").get() as { cnt: number };
|
|
assert.equal(cnt.cnt, 1, "re-inserting same memory_id should not create duplicates");
|
|
});
|
|
|
|
test("upsertVector: throws when memoryId does not exist in memories table", async (t) => {
|
|
const store = getStoreOrSkip(t);
|
|
if (!store) return;
|
|
|
|
await setupTable(store);
|
|
|
|
await assert.rejects(
|
|
() => store.upsertVector("nonexistent-id", makeVec(1.0, 0.0, 0.0, 0.0)),
|
|
/memory not found/i,
|
|
"should throw when memoryId not found",
|
|
);
|
|
});
|
|
|
|
// ──────────────── searchVector ────────────────
|
|
|
|
test("searchVector: returns topK=2 results ordered by distance ASC", async (t) => {
|
|
const store = getStoreOrSkip(t);
|
|
if (!store) return;
|
|
|
|
const db = core.getDbInstance();
|
|
await setupTable(store);
|
|
|
|
insertMemory(db, "mem-a", "key1", "alpha");
|
|
insertMemory(db, "mem-b", "key1", "beta");
|
|
insertMemory(db, "mem-c", "key1", "gamma");
|
|
|
|
// Three vectors in different directions.
|
|
await store.upsertVector("mem-a", makeVec(1.0, 0.0, 0.0, 0.0));
|
|
await store.upsertVector("mem-b", makeVec(0.0, 1.0, 0.0, 0.0));
|
|
await store.upsertVector("mem-c", makeVec(0.0, 0.0, 1.0, 0.0));
|
|
|
|
// Query similar to mem-a.
|
|
const query = makeVec(0.9, 0.1, 0.0, 0.0);
|
|
const hits = await store.searchVector(query, 2);
|
|
|
|
assert.equal(hits.length, 2, "should return topK=2 results");
|
|
|
|
// All hits should have valid structure.
|
|
for (const h of hits) {
|
|
assert.ok(typeof h.memoryId === "string");
|
|
assert.ok(typeof h.distance === "number");
|
|
assert.ok(typeof h.score === "number");
|
|
}
|
|
|
|
// Results should be ordered by distance ASC.
|
|
if (hits.length >= 2) {
|
|
assert.ok(
|
|
hits[0].distance <= hits[1].distance,
|
|
"results must be ordered by distance ASC (smaller = more similar)",
|
|
);
|
|
}
|
|
|
|
// mem-a should be closest to the query.
|
|
assert.equal(hits[0].memoryId, "mem-a", "mem-a should be the closest hit");
|
|
});
|
|
|
|
test("searchVector: score = 1/(1+distance) is always in (0, 1]", async (t) => {
|
|
const store = getStoreOrSkip(t);
|
|
if (!store) return;
|
|
|
|
const db = core.getDbInstance();
|
|
await setupTable(store);
|
|
|
|
insertMemory(db, "mem-a", "key1", "alpha");
|
|
await store.upsertVector("mem-a", makeVec(1.0, 0.0, 0.0, 0.0));
|
|
|
|
const hits = await store.searchVector(makeVec(1.0, 0.0, 0.0, 0.0), 5);
|
|
assert.ok(hits.length >= 1);
|
|
for (const h of hits) {
|
|
assert.ok(h.score > 0 && h.score <= 1, `score ${h.score} must be in (0, 1]`);
|
|
}
|
|
});
|
|
|
|
test("searchVector: apiKeyId filter restricts results to matching api_key_id", async (t) => {
|
|
const store = getStoreOrSkip(t);
|
|
if (!store) return;
|
|
|
|
const db = core.getDbInstance();
|
|
await setupTable(store);
|
|
|
|
// Two memories with different api_key_id.
|
|
insertMemory(db, "mem-key1", "key1", "key1 doc");
|
|
insertMemory(db, "mem-key2", "key2", "key2 doc");
|
|
|
|
await store.upsertVector("mem-key1", makeVec(1.0, 0.0, 0.0, 0.0));
|
|
await store.upsertVector("mem-key2", makeVec(1.0, 0.0, 0.0, 0.0));
|
|
|
|
// Without filter: both should match.
|
|
const allHits = await store.searchVector(makeVec(1.0, 0.0, 0.0, 0.0), 10);
|
|
assert.equal(allHits.length, 2, "without apiKeyId filter, both should be returned");
|
|
|
|
// With filter for key1 only.
|
|
const key1Hits = await store.searchVector(makeVec(1.0, 0.0, 0.0, 0.0), 10, "key1");
|
|
assert.equal(key1Hits.length, 1, "with apiKeyId=key1, only key1 doc should be returned");
|
|
assert.equal(key1Hits[0].memoryId, "mem-key1");
|
|
|
|
// With filter for key2 only.
|
|
const key2Hits = await store.searchVector(makeVec(1.0, 0.0, 0.0, 0.0), 10, "key2");
|
|
assert.equal(key2Hits.length, 1, "with apiKeyId=key2, only key2 doc should be returned");
|
|
assert.equal(key2Hits[0].memoryId, "mem-key2");
|
|
});
|
|
|
|
// ──────────────── deleteVector ────────────────
|
|
|
|
test("deleteVector: removes the vector from vec_memories", async (t) => {
|
|
const store = getStoreOrSkip(t);
|
|
if (!store) return;
|
|
|
|
const db = core.getDbInstance();
|
|
await setupTable(store);
|
|
|
|
insertMemory(db, "mem-a", "key1", "alpha");
|
|
insertMemory(db, "mem-b", "key1", "beta");
|
|
|
|
await store.upsertVector("mem-a", makeVec(1.0, 0.0, 0.0, 0.0));
|
|
await store.upsertVector("mem-b", makeVec(0.0, 1.0, 0.0, 0.0));
|
|
|
|
const before = db.prepare("SELECT COUNT(*) AS cnt FROM vec_memories").get() as { cnt: number };
|
|
assert.equal(before.cnt, 2);
|
|
|
|
await store.deleteVector("mem-a");
|
|
|
|
const after = db.prepare("SELECT COUNT(*) AS cnt FROM vec_memories").get() as { cnt: number };
|
|
assert.equal(after.cnt, 1, "count should decrease to 1 after delete");
|
|
});
|
|
|
|
test("deleteVector: no-op when memoryId does not exist (no throw)", async (t) => {
|
|
const store = getStoreOrSkip(t);
|
|
if (!store) return;
|
|
|
|
await setupTable(store);
|
|
|
|
// Should not throw.
|
|
await assert.doesNotReject(
|
|
() => store.deleteVector("nonexistent-id"),
|
|
"deleteVector for non-existent id must be a no-op (not throw)",
|
|
);
|
|
});
|