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diegosouzapw--omniroute/tests/unit/memory-vectorstore-crud.test.ts
2026-07-13 13:39:12 +08:00

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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)",
);
});