mirror of
https://gitee.com/milvus-io/milvus.git
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330 lines
9.4 KiB
Go
330 lines
9.4 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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"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/golang/protobuf/proto"
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"github.com/stretchr/testify/suite"
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"go.uber.org/zap"
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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/common"
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"github.com/milvus-io/milvus/pkg/log"
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"github.com/milvus-io/milvus/pkg/util/distance"
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"github.com/milvus-io/milvus/pkg/util/funcutil"
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)
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type MetaWatcherSuite struct {
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MiniClusterSuite
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}
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func (s *MetaWatcherSuite) TestShowSessions() {
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sessions, err := s.Cluster.metaWatcher.ShowSessions()
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s.NoError(err)
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s.NotEmpty(sessions)
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for _, session := range sessions {
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log.Info("ShowSessions result", zap.String("session", session.String()))
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}
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}
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func (s *MetaWatcherSuite) TestShowSegments() {
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c := s.Cluster
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ctx, cancel := context.WithCancel(c.GetContext())
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defer cancel()
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prefix := "TestShowSegments"
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dbName := ""
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collectionName := prefix + funcutil.GenRandomStr()
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int64Field := "int64"
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floatVecField := "fvec"
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dim := 128
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rowNum := 3000
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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: common.DimKey,
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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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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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},
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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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s.NoError(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: common.DefaultShardsNum,
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})
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s.NoError(err)
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s.Equal(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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s.NoError(err)
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s.Equal(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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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},
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HashKeys: hashKeys,
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NumRows: uint32(rowNum),
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})
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s.NoError(err)
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s.Equal(insertResult.GetStatus().GetErrorCode(), commonpb.ErrorCode_Success)
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segments, err := c.metaWatcher.ShowSegments()
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s.NoError(err)
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s.NotEmpty(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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}
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func (s *MetaWatcherSuite) TestShowReplicas() {
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c := s.Cluster
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ctx, cancel := context.WithCancel(c.GetContext())
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defer cancel()
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prefix := "TestShowReplicas"
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dbName := ""
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collectionName := prefix + funcutil.GenRandomStr()
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int64Field := "int64"
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floatVecField := "fvec"
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dim := 128
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rowNum := 3000
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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: common.DimKey,
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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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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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},
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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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s.NoError(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: common.DefaultShardsNum,
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})
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s.NoError(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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s.Equal(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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s.NoError(err)
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s.Equal(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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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},
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HashKeys: hashKeys,
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NumRows: uint32(rowNum),
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})
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s.NoError(err)
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s.Equal(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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s.NoError(err)
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segmentIDs, has := flushResp.GetCollSegIDs()[collectionName]
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ids := segmentIDs.GetData()
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s.NotEmpty(segmentIDs)
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segments, err := c.metaWatcher.ShowSegments()
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s.NoError(err)
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s.NotEmpty(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: common.DimKey,
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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: common.IndexTypeKey,
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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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s.NoError(err)
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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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s.Equal(commonpb.ErrorCode_Success, createIndexStatus.GetErrorCode())
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waitingForIndexBuilt(ctx, c, s.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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s.NoError(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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s.Equal(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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replicas, err := c.metaWatcher.ShowReplicas()
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s.NoError(err)
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s.NotEmpty(replicas)
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for _, replica := range replicas {
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log.Info("ShowReplicas result", zap.String("replica", PrettyReplica(replica)))
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}
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log.Info("TestShowReplicas succeed")
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}
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func TestMetaWatcher(t *testing.T) {
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suite.Run(t, new(MetaWatcherSuite))
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}
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