mirror of https://github.com/milvus-io/milvus.git
616 lines
23 KiB
Go
616 lines
23 KiB
Go
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package integration
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import (
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"context"
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"encoding/json"
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"fmt"
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"strconv"
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"testing"
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"time"
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"github.com/cockroachdb/errors"
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"github.com/milvus-io/milvus/pkg/common"
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"github.com/milvus-io/milvus/pkg/util/distance"
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"github.com/golang/protobuf/proto"
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"github.com/milvus-io/milvus-proto/go-api/commonpb"
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"github.com/milvus-io/milvus-proto/go-api/milvuspb"
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"github.com/milvus-io/milvus-proto/go-api/schemapb"
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"github.com/milvus-io/milvus/pkg/log"
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"github.com/milvus-io/milvus/pkg/util/funcutil"
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"github.com/stretchr/testify/assert"
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"go.uber.org/zap"
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)
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func TestJsonExpr(t *testing.T) {
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ctx := context.Background()
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c, err := StartMiniCluster(ctx)
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assert.NoError(t, err)
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err = c.Start()
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assert.NoError(t, err)
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defer c.Stop()
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assert.NoError(t, err)
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prefix := "TestHelloMilvus"
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dbName := ""
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collectionName := prefix + funcutil.GenRandomStr()
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jsonField := "json"
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dim := 128
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rowNum := 100
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constructCollectionSchema := func() *schemapb.CollectionSchema {
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pk := &schemapb.FieldSchema{
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FieldID: 0,
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Name: int64Field,
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IsPrimaryKey: true,
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Description: "",
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DataType: schemapb.DataType_Int64,
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TypeParams: nil,
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IndexParams: nil,
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AutoID: true,
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}
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fVec := &schemapb.FieldSchema{
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FieldID: 0,
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Name: floatVecField,
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IsPrimaryKey: false,
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Description: "",
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DataType: schemapb.DataType_FloatVector,
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TypeParams: []*commonpb.KeyValuePair{
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{
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Key: "dim",
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Value: strconv.Itoa(dim),
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},
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},
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IndexParams: nil,
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AutoID: false,
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}
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jsonF := &schemapb.FieldSchema{
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Name: jsonField,
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Description: "this is a json field",
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DataType: schemapb.DataType_JSON,
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//IsDynamic: true,
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}
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return &schemapb.CollectionSchema{
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Name: collectionName,
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Description: "",
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AutoID: false,
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Fields: []*schemapb.FieldSchema{
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pk,
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fVec,
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jsonF,
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},
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}
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}
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schema := constructCollectionSchema()
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marshaledSchema, err := proto.Marshal(schema)
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assert.NoError(t, err)
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createCollectionStatus, err := c.proxy.CreateCollection(ctx, &milvuspb.CreateCollectionRequest{
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DbName: dbName,
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CollectionName: collectionName,
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Schema: marshaledSchema,
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ShardsNum: 2,
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})
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assert.NoError(t, err)
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if createCollectionStatus.GetErrorCode() != commonpb.ErrorCode_Success {
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log.Warn("createCollectionStatus fail reason", zap.String("reason", createCollectionStatus.GetReason()))
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}
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assert.Equal(t, createCollectionStatus.GetErrorCode(), commonpb.ErrorCode_Success)
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log.Info("CreateCollection result", zap.Any("createCollectionStatus", createCollectionStatus))
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showCollectionsResp, err := c.proxy.ShowCollections(ctx, &milvuspb.ShowCollectionsRequest{})
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assert.NoError(t, err)
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assert.Equal(t, showCollectionsResp.GetStatus().GetErrorCode(), commonpb.ErrorCode_Success)
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log.Info("ShowCollections result", zap.Any("showCollectionsResp", showCollectionsResp))
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fVecColumn := newFloatVectorFieldData(floatVecField, rowNum, dim)
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jsonData := newJSONData(jsonField, rowNum)
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hashKeys := generateHashKeys(rowNum)
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insertResult, err := c.proxy.Insert(ctx, &milvuspb.InsertRequest{
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DbName: dbName,
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CollectionName: collectionName,
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FieldsData: []*schemapb.FieldData{fVecColumn, jsonData},
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HashKeys: hashKeys,
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NumRows: uint32(rowNum),
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})
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assert.NoError(t, err)
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assert.Equal(t, insertResult.GetStatus().GetErrorCode(), commonpb.ErrorCode_Success)
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// flush
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flushResp, err := c.proxy.Flush(ctx, &milvuspb.FlushRequest{
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DbName: dbName,
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CollectionNames: []string{collectionName},
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})
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assert.NoError(t, err)
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segmentIDs, has := flushResp.GetCollSegIDs()[collectionName]
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ids := segmentIDs.GetData()
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assert.NotEmpty(t, segmentIDs)
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segments, err := c.metaWatcher.ShowSegments()
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assert.NoError(t, err)
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assert.NotEmpty(t, segments)
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for _, segment := range segments {
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log.Info("ShowSegments result", zap.String("segment", segment.String()))
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}
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if has && len(ids) > 0 {
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flushed := func() bool {
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resp, err := c.proxy.GetFlushState(ctx, &milvuspb.GetFlushStateRequest{
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SegmentIDs: ids,
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})
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if err != nil {
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//panic(errors.New("GetFlushState failed"))
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return false
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}
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return resp.GetFlushed()
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}
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for !flushed() {
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// respect context deadline/cancel
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select {
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case <-ctx.Done():
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panic(errors.New("deadline exceeded"))
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default:
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}
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time.Sleep(500 * time.Millisecond)
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}
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}
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// create index
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createIndexStatus, err := c.proxy.CreateIndex(ctx, &milvuspb.CreateIndexRequest{
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CollectionName: collectionName,
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FieldName: floatVecField,
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IndexName: "_default",
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ExtraParams: []*commonpb.KeyValuePair{
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{
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Key: "dim",
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Value: strconv.Itoa(dim),
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},
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{
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Key: common.MetricTypeKey,
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Value: distance.L2,
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},
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{
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Key: "index_type",
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Value: "IVF_FLAT",
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},
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{
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Key: "nlist",
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Value: strconv.Itoa(10),
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},
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},
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})
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if createIndexStatus.GetErrorCode() != commonpb.ErrorCode_Success {
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log.Warn("createIndexStatus fail reason", zap.String("reason", createIndexStatus.GetReason()))
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}
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assert.NoError(t, err)
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assert.Equal(t, commonpb.ErrorCode_Success, createIndexStatus.GetErrorCode())
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waitingForIndexBuilt(ctx, c, t, collectionName, floatVecField)
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// load
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loadStatus, err := c.proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
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DbName: dbName,
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CollectionName: collectionName,
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})
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assert.NoError(t, err)
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if loadStatus.GetErrorCode() != commonpb.ErrorCode_Success {
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log.Warn("loadStatus fail reason", zap.String("reason", loadStatus.GetReason()))
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}
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assert.Equal(t, commonpb.ErrorCode_Success, loadStatus.GetErrorCode())
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for {
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loadProgress, err := c.proxy.GetLoadingProgress(ctx, &milvuspb.GetLoadingProgressRequest{
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CollectionName: collectionName,
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})
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if err != nil {
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panic("GetLoadingProgress fail")
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}
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if loadProgress.GetProgress() == 100 {
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break
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}
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time.Sleep(500 * time.Millisecond)
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}
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expr := ""
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// search
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expr = `json["A"] > 90`
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checkFunc := func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 5, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("GT expression run successfully")
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expr = `json["A"] < 10`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 5, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("LT expression run successfully")
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expr = `json["A"] <= 5`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 3, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("LE expression run successfully")
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expr = `A >= 95`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 3, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("GE expression run successfully")
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expr = `json["A"] == 5`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 1, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("EQ expression run successfully")
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expr = `A != 95`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 10, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("NE expression run successfully")
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expr = `not (A != 95)`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 1, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("NOT NE expression run successfully")
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expr = `A > 90 && B < 5`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 2, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("NE expression run successfully")
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expr = `A > 95 || 5 > B`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 4, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("NE expression run successfully")
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expr = `not (A == 95)`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 10, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("NOT expression run successfully")
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expr = `A in [90, 91, 95, 97]`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 3, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("IN expression run successfully")
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expr = `A not in [90, 91, 95, 97]`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 10, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("NIN expression run successfully")
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expr = `C[0] in [90, 91, 95, 97]`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 4, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("IN expression run successfully")
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expr = `C[0] not in [90, 91, 95, 97]`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 10, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("NIN expression run successfully")
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expr = `0 <= A < 5`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 2, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("BinaryRange expression run successfully")
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expr = `100 > A >= 90`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 5, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("BinaryRange expression run successfully")
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expr = `1+5 <= A < 5+10`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 4, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("BinaryRange expression run successfully")
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expr = `A + 5 == 10`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 1, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("Arithmetic expression run successfully")
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expr = `exists A`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 1, len(result.Results.FieldsData))
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assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
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assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
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assert.Equal(t, 10, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
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}
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doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
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log.Info("EXISTS expression run successfully")
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expr = `exists AAA`
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checkFunc = func(result *milvuspb.SearchResults) {
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assert.Equal(t, 0, len(result.Results.FieldsData))
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}
|
|
doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
|
|
log.Info("EXISTS expression run successfully")
|
|
|
|
expr = `not exists A`
|
|
checkFunc = func(result *milvuspb.SearchResults) {
|
|
assert.Equal(t, 1, len(result.Results.FieldsData))
|
|
assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
|
|
assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
|
|
assert.Equal(t, 10, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
|
|
}
|
|
doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
|
|
log.Info("NOT EXISTS expression run successfully")
|
|
|
|
expr = `E["G"] > 100`
|
|
checkFunc = func(result *milvuspb.SearchResults) {
|
|
assert.Equal(t, 1, len(result.Results.FieldsData))
|
|
assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
|
|
assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
|
|
assert.Equal(t, 9, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
|
|
}
|
|
doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
|
|
log.Info("nested path expression run successfully")
|
|
|
|
expr = `D like "name-%"`
|
|
checkFunc = func(result *milvuspb.SearchResults) {
|
|
assert.Equal(t, 1, len(result.Results.FieldsData))
|
|
assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
|
|
assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
|
|
assert.Equal(t, 10, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
|
|
}
|
|
doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
|
|
log.Info("like expression run successfully")
|
|
|
|
expr = `D like "name-11"`
|
|
checkFunc = func(result *milvuspb.SearchResults) {
|
|
assert.Equal(t, 1, len(result.Results.FieldsData))
|
|
assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
|
|
assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
|
|
assert.Equal(t, 1, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
|
|
}
|
|
doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
|
|
log.Info("like expression run successfully")
|
|
|
|
expr = `A like "10"`
|
|
checkFunc = func(result *milvuspb.SearchResults) {
|
|
assert.Equal(t, 0, len(result.Results.FieldsData))
|
|
}
|
|
doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
|
|
log.Info("like expression run successfully")
|
|
|
|
expr = `A in []`
|
|
checkFunc = func(result *milvuspb.SearchResults) {
|
|
assert.Equal(t, 0, len(result.Results.FieldsData))
|
|
}
|
|
doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
|
|
log.Info("term empty expression run successfully")
|
|
|
|
expr = `A not in []`
|
|
checkFunc = func(result *milvuspb.SearchResults) {
|
|
assert.Equal(t, 1, len(result.Results.FieldsData))
|
|
assert.Equal(t, jsonField, result.Results.FieldsData[0].GetFieldName())
|
|
assert.Equal(t, schemapb.DataType_JSON, result.Results.FieldsData[0].GetType())
|
|
assert.Equal(t, 10, len(result.Results.FieldsData[0].GetScalars().GetJsonData().GetData()))
|
|
}
|
|
doSearch(c, collectionName, []string{jsonField}, expr, dim, t, checkFunc)
|
|
log.Info("term empty expression run successfully")
|
|
|
|
// invalid expr
|
|
expr = `E[F] > 100`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
|
|
expr = `A >> 10`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
|
|
expr = `not A > 5`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
|
|
expr = `not A == 5`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
|
|
expr = `A > B`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
|
|
expr = `A > Int64Field`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
|
|
expr = `A like abc`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
|
|
expr = `D like "%name-%"`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
|
|
expr = `D like "na%me"`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
|
|
expr = `1+5 <= A+1 < 5+10`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
|
|
expr = `json == ""`
|
|
doSearchWithInvalidExpr(c, collectionName, []string{jsonField}, expr, dim, t)
|
|
}
|
|
|
|
func doSearch(cluster *MiniCluster, collectionName string, outputField []string, expr string, dim int, t *testing.T, checkFunc func(results *milvuspb.SearchResults)) {
|
|
nq := 1
|
|
topk := 10
|
|
roundDecimal := -1
|
|
|
|
params := getSearchParams(IndexFaissIvfFlat, distance.L2)
|
|
searchReq := constructSearchRequest("", collectionName, expr,
|
|
floatVecField, schemapb.DataType_FloatVector, outputField, distance.L2, params, nq, dim, topk, roundDecimal)
|
|
|
|
searchResult, err := cluster.proxy.Search(context.Background(), searchReq)
|
|
|
|
if searchResult.GetStatus().GetErrorCode() != commonpb.ErrorCode_Success {
|
|
log.Warn("searchResult fail reason", zap.String("reason", searchResult.GetStatus().GetReason()))
|
|
}
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, commonpb.ErrorCode_Success, searchResult.GetStatus().GetErrorCode())
|
|
|
|
log.Info("TestHelloMilvus succeed", zap.Any("result", searchResult.Results),
|
|
zap.Any("result num", len(searchResult.Results.FieldsData)))
|
|
for _, data := range searchResult.Results.FieldsData {
|
|
log.Info("output field", zap.Any("outputfield", data.String()))
|
|
}
|
|
checkFunc(searchResult)
|
|
}
|
|
|
|
func newJSONData(fieldName string, rowNum int) *schemapb.FieldData {
|
|
jsonData := make([][]byte, 0, rowNum)
|
|
for i := 0; i < rowNum; i++ {
|
|
data := map[string]interface{}{
|
|
"A": i,
|
|
"B": rowNum - i,
|
|
"C": []int{i, rowNum - i},
|
|
"D": fmt.Sprintf("name-%d", i),
|
|
"E": map[string]interface{}{
|
|
"F": i,
|
|
"G": i + 10,
|
|
},
|
|
}
|
|
if i%2 == 0 {
|
|
data = map[string]interface{}{
|
|
"B": rowNum - i,
|
|
"C": []int{i, rowNum - i},
|
|
"D": fmt.Sprintf("name-%d", i),
|
|
"E": map[string]interface{}{
|
|
"F": i,
|
|
"G": i + 10,
|
|
},
|
|
}
|
|
}
|
|
if i == 100 {
|
|
data = nil
|
|
}
|
|
jsonBytes, err := json.MarshalIndent(data, "", " ")
|
|
if err != nil {
|
|
return nil
|
|
}
|
|
jsonData = append(jsonData, jsonBytes)
|
|
}
|
|
return &schemapb.FieldData{
|
|
Type: schemapb.DataType_JSON,
|
|
FieldName: fieldName,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_JsonData{
|
|
JsonData: &schemapb.JSONArray{
|
|
Data: jsonData,
|
|
},
|
|
},
|
|
},
|
|
},
|
|
}
|
|
}
|
|
|
|
func doSearchWithInvalidExpr(cluster *MiniCluster, collectionName string, outputField []string, expr string, dim int, t *testing.T) {
|
|
nq := 1
|
|
topk := 10
|
|
roundDecimal := -1
|
|
|
|
params := getSearchParams(IndexFaissIvfFlat, distance.L2)
|
|
searchReq := constructSearchRequest("", collectionName, expr,
|
|
floatVecField, schemapb.DataType_FloatVector, outputField, distance.L2, params, nq, dim, topk, roundDecimal)
|
|
|
|
searchResult, err := cluster.proxy.Search(context.Background(), searchReq)
|
|
|
|
if searchResult.GetStatus().GetErrorCode() != commonpb.ErrorCode_Success {
|
|
log.Warn("searchResult fail reason", zap.String("reason", searchResult.GetStatus().GetReason()))
|
|
}
|
|
assert.NoError(t, err)
|
|
assert.NotEqual(t, commonpb.ErrorCode_Success, searchResult.GetStatus().GetErrorCode())
|
|
}
|