package reader import ( "context" "encoding/binary" "fmt" msgPb "github.com/zilliztech/milvus-distributed/internal/proto/message" "math" "testing" "github.com/stretchr/testify/assert" ) func TestIndex_BuildIndex(t *testing.T) { // 1. Construct node, collection, partition and segment ctx := context.Background() node := NewQueryNode(ctx, 0, 0) var collection = node.NewCollection(0, "collection0", "") var partition = collection.NewPartition("partition0") var segment = partition.NewSegment(0) // 2. Create ids and timestamps ids := make([]int64, 0) timestamps := make([]uint64, 0) // 3. Create records, use schema below: // schema_tmp->AddField("fakeVec", DataType::VECTOR_FLOAT, 16); // schema_tmp->AddField("age", DataType::INT32); const DIM = 16 const N = 100 var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16} var rawData []byte for _, ele := range vec { buf := make([]byte, 4) binary.LittleEndian.PutUint32(buf, math.Float32bits(ele)) rawData = append(rawData, buf...) } bs := make([]byte, 4) binary.LittleEndian.PutUint32(bs, 1) rawData = append(rawData, bs...) var records [][]byte for i := 0; i < N; i++ { ids = append(ids, int64(i)) timestamps = append(timestamps, uint64(i)) records = append(records, rawData) } // 4. Do PreInsert var offset = segment.SegmentPreInsert(N) assert.GreaterOrEqual(t, offset, int64(0)) // 5. Do Insert var err = segment.SegmentInsert(offset, &ids, ×tamps, &records) assert.NoError(t, err) // 6. Close segment, and build index err = segment.CloseSegment(collection) assert.NoError(t, err) // 7. Do search var queryJson = "{\"field_name\":\"fakevec\",\"num_queries\":1,\"topK\":10}" var queryRawData = make([]float32, 0) for i := 0; i < 16; i++ { queryRawData = append(queryRawData, float32(i)) } var vectorRecord = msgPb.VectorRowRecord{ FloatData: queryRawData, } query := node.QueryJson2Info(&queryJson) var searchRes, searchErr = segment.SegmentSearch(query, timestamps[N/2], &vectorRecord) assert.NoError(t, searchErr) fmt.Println(searchRes) // 8. Destruct node, collection, and segment partition.DeleteSegment(segment) collection.DeletePartition(partition) node.DeleteCollection(collection) node.Close() }