milvus/internal/querynode/plan_test.go
xige-16 a6f1de036b Optimize search performance in query node
Signed-off-by: xige-16 <xi.ge@zilliz.com>
2021-03-30 22:16:58 +08:00

81 lines
2.4 KiB
Go

package querynode
import (
"encoding/binary"
"math"
"testing"
"github.com/golang/protobuf/proto"
"github.com/stretchr/testify/assert"
"github.com/zilliztech/milvus-distributed/internal/proto/milvuspb"
)
func TestPlan_Plan(t *testing.T) {
collectionID := UniqueID(0)
collectionMeta := genTestCollectionMeta(collectionID, false)
collection := newCollection(collectionMeta.ID, collectionMeta.Schema)
dslString := "{\"bool\": { \n\"vector\": {\n \"vec\": {\n \"metric_type\": \"L2\", \n \"params\": {\n \"nprobe\": 10 \n},\n \"query\": \"$0\",\"topk\": 10 \n } \n } \n } \n }"
plan, err := createPlan(*collection, dslString)
assert.NoError(t, err)
assert.NotEqual(t, plan, nil)
topk := plan.getTopK()
assert.Equal(t, int(topk), 10)
metricType := plan.getMetricType()
assert.Equal(t, metricType, "L2")
plan.delete()
deleteCollection(collection)
}
func TestPlan_PlaceholderGroup(t *testing.T) {
collectionID := UniqueID(0)
collectionMeta := genTestCollectionMeta(collectionID, false)
collection := newCollection(collectionMeta.ID, collectionMeta.Schema)
dslString := "{\"bool\": { \n\"vector\": {\n \"vec\": {\n \"metric_type\": \"L2\", \n \"params\": {\n \"nprobe\": 10 \n},\n \"query\": \"$0\",\"topk\": 10 \n } \n } \n } \n }"
plan, err := createPlan(*collection, dslString)
assert.NoError(t, err)
assert.NotNil(t, plan)
var searchRawData1 []byte
var searchRawData2 []byte
const DIM = 16
var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16}
for i, ele := range vec {
buf := make([]byte, 4)
binary.LittleEndian.PutUint32(buf, math.Float32bits(ele+float32(i*2)))
searchRawData1 = append(searchRawData1, buf...)
}
for i, ele := range vec {
buf := make([]byte, 4)
binary.LittleEndian.PutUint32(buf, math.Float32bits(ele+float32(i*4)))
searchRawData2 = append(searchRawData2, buf...)
}
placeholderValue := milvuspb.PlaceholderValue{
Tag: "$0",
Type: milvuspb.PlaceholderType_FloatVector,
Values: [][]byte{searchRawData1, searchRawData2},
}
placeholderGroup := milvuspb.PlaceholderGroup{
Placeholders: []*milvuspb.PlaceholderValue{&placeholderValue},
}
placeGroupByte, err := proto.Marshal(&placeholderGroup)
assert.Nil(t, err)
holder, err := parseSearchRequest(plan, placeGroupByte)
assert.NoError(t, err)
assert.NotNil(t, holder)
numQueries := holder.getNumOfQuery()
assert.Equal(t, int(numQueries), 2)
plan.delete()
holder.delete()
deleteCollection(collection)
}