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56 changes: 47 additions & 9 deletions tests/data/operations.test.ts
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@ import {
ZVecCreateAndOpen,
ZVecInitialize,
ZVecLogLevel,
ZVecLogType,
ZVecLogType
} from '../../src/index';
import { batch, createTestSchema, expectDoc, makeDoc, verifyDocs } from './helpers';

Expand Down Expand Up @@ -63,10 +63,24 @@ describe('Data Operations Pipeline', () => {

it('should return correct results from vector query', () => {
const doc = makeDoc(42, 1, 1);
const results = collection.querySync({
const denseResults = collection.querySync({
fieldName: 'dense', vector: doc.vectors!.dense, topk: 1, includeVector: true
});
expectDoc(results[0], 42, 1, 1);
expectDoc(denseResults[0], 42, 1, 1);
const sparseResults = collection.querySync({
fieldName: 'sparse', vector: doc.vectors!.sparse, topk: 1, includeVector: true
});
expectDoc(sparseResults[0], 42, 1, 1);
});

it('should respect outputFields selection', () => {
const doc = makeDoc(42, 1, 1);
const results = collection.querySync({
fieldName: 'dense', vector: doc.vectors!.dense, topk: 1,
outputFields: ['title']
});
expect(results[0].fields.title).toBeDefined();
expect(results[0].fields.price).toBeUndefined();
});
});

Expand All @@ -82,15 +96,39 @@ describe('Data Operations Pipeline', () => {
});

it('should upsert new docs beyond the original range', () => {
batch(collection, 'upsert', 1001, 1500, 1, 1);
batch(collection, 'upsert', 1001, 1500, 2, 2);
expect(collection.stats.docCount).toBe(1500);
verifyDocs(collection, 1001, 1500, 1, 1);
verifyDocs(collection, 1001, 1500, 2, 2);
});

});

// NOTE: update, delete, and re-optimize tests are blocked by an engine bug.
// ReduceVectorIndex in segment_helper.cc uses MakeQuantizeVectorIndexPath
// for the primary index when quantization is enabled, causing "Failed to open index"
// on any re-optimize after new data is written to an already-optimized collection.

describe('async operations', () => {
it('should optimize asynchronously without blocking the event loop', async () => {
let eventLoopRanDuring = false;
const promise = collection.optimize();
setImmediate(() => { eventLoopRanDuring = true; });
await promise;

expect(eventLoopRanDuring).toBe(true);
expect(collection.stats.indexCompleteness['dense']).toBeCloseTo(1);
expect(collection.stats.indexCompleteness['sparse']).toBeCloseTo(1);
});

// it('should resolve concurrent async queries with correct results', async () => {
// const targets = [550, 600, 700, 800, 900, 950];
// const queries = targets.map(k => {
// const doc = makeDoc(k, 1, 1);
// return collection.query({
// fieldName: 'dense', vector: doc.vectors!.dense, topk: 10, includeVector: true,
// }).then(results => ({ k, results }));
// });

// const allResults = await Promise.all(queries);
// for (const { k, results } of allResults) {
// expectDoc(results[0], k, 1, 1);
// }
// });
});
});
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