mirror of
https://gitee.com/milvus-io/milvus.git
synced 2025-12-06 17:18:35 +08:00
4bad293655
issue: #40532 - start timeticksync at rootcoord if the streaming service is not available - stop timeticksync if the streaming service is available - open a read-only wal if some nodes in cluster is not upgrading to 2.6 - allow to open read-write wal after all nodes in cluster is upgrading to 2.6 --------- Signed-off-by: chyezh <chyezh@outlook.com>
1039 lines
29 KiB
Go
1039 lines
29 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 balance
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import (
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"context"
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"fmt"
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"path"
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"strings"
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"sync"
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"testing"
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"time"
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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/v2/commonpb"
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"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
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"github.com/milvus-io/milvus-proto/go-api/v2/rgpb"
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"github.com/milvus-io/milvus/internal/querycoordv2/meta"
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"github.com/milvus-io/milvus/pkg/v2/common"
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"github.com/milvus-io/milvus/pkg/v2/log"
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"github.com/milvus-io/milvus/pkg/v2/proto/querypb"
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"github.com/milvus-io/milvus/pkg/v2/util/etcd"
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"github.com/milvus-io/milvus/pkg/v2/util/merr"
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"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
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"github.com/milvus-io/milvus/tests/integration"
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)
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const (
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dim = 128
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dbName = ""
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collectionName = "test_load_collection"
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)
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type LoadTestSuite struct {
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integration.MiniClusterSuite
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}
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func (s *LoadTestSuite) SetupSuite() {
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s.Require().NoError(s.SetupEmbedEtcd())
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// setup mini cluster to use embed etcd
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endpoints := etcd.GetEmbedEtcdEndpoints(s.EtcdServer)
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val := strings.Join(endpoints, ",")
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// setup env value to init etcd source
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s.T().Setenv("etcd.endpoints", val)
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for key, value := range integration.DefaultParams() {
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s.T().Setenv(key, value)
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}
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paramtable.Init()
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paramtable.Get().Save(paramtable.Get().QueryCoordCfg.BalanceCheckInterval.Key, "1000")
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paramtable.Get().Save(paramtable.Get().QueryNodeCfg.GracefulStopTimeout.Key, "1")
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paramtable.Get().Save(paramtable.Get().QueryCoordCfg.CheckNodeInReplicaInterval.Key, "5")
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}
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func (s *LoadTestSuite) loadCollection(collectionName string, db string, replica int, rgs []string) {
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ctx, cancel := context.WithCancel(context.Background())
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defer cancel()
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// load
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loadStatus, err := s.Cluster.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
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DbName: db,
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CollectionName: collectionName,
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ReplicaNumber: int32(replica),
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ResourceGroups: rgs,
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})
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s.NoError(err)
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s.True(merr.Ok(loadStatus))
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s.WaitForLoadWithDB(ctx, db, collectionName)
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}
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func (s *LoadTestSuite) releaseCollection(db, collectionName string) {
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ctx, cancel := context.WithCancel(context.Background())
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defer cancel()
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// load
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status, err := s.Cluster.Proxy.ReleaseCollection(ctx, &milvuspb.ReleaseCollectionRequest{
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DbName: db,
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CollectionName: collectionName,
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})
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s.NoError(err)
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s.True(merr.Ok(status))
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}
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func (s *LoadTestSuite) TestLoadWithPredefineCollectionLevelConfig() {
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ctx := context.Background()
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// prepare resource groups
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rgNum := 5
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rgs := make([]string, 0)
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for i := 0; i < rgNum; i++ {
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rgs = append(rgs, fmt.Sprintf("rg_%d", i))
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s.Cluster.MixCoord.CreateResourceGroup(ctx, &milvuspb.CreateResourceGroupRequest{
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ResourceGroup: rgs[i],
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Config: &rgpb.ResourceGroupConfig{
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Requests: &rgpb.ResourceGroupLimit{
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NodeNum: 1,
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},
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Limits: &rgpb.ResourceGroupLimit{
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NodeNum: 1,
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},
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TransferFrom: []*rgpb.ResourceGroupTransfer{
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{
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ResourceGroup: meta.DefaultResourceGroupName,
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},
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},
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TransferTo: []*rgpb.ResourceGroupTransfer{
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{
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ResourceGroup: meta.DefaultResourceGroupName,
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},
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},
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},
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})
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}
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resp, err := s.Cluster.MixCoord.ListResourceGroups(ctx, &milvuspb.ListResourceGroupsRequest{})
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s.NoError(err)
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s.True(merr.Ok(resp.GetStatus()))
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s.Len(resp.GetResourceGroups(), rgNum+1)
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for i := 1; i < rgNum; i++ {
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s.Cluster.AddQueryNode()
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}
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s.Eventually(func() bool {
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matchCounter := 0
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for _, rg := range rgs {
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resp1, err := s.Cluster.MixCoord.DescribeResourceGroup(ctx, &querypb.DescribeResourceGroupRequest{
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ResourceGroup: rg,
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})
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s.NoError(err)
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s.True(merr.Ok(resp.GetStatus()))
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if len(resp1.ResourceGroup.Nodes) == 1 {
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matchCounter += 1
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}
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}
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return matchCounter == rgNum
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}, 30*time.Second, time.Second)
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s.CreateCollectionWithConfiguration(ctx, &integration.CreateCollectionConfig{
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DBName: dbName,
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Dim: dim,
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CollectionName: collectionName,
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ChannelNum: 1,
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SegmentNum: 3,
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RowNumPerSegment: 2000,
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ReplicaNumber: 3,
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ResourceGroups: rgs[:3],
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})
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// load collection without specified replica and rgs
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s.loadCollection(collectionName, dbName, 0, nil)
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resp2, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
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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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s.True(merr.Ok(resp2.Status))
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s.Len(resp2.GetReplicas(), 3)
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// modify config, increase replica number
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resp3, err := s.Cluster.Proxy.AlterCollection(ctx, &milvuspb.AlterCollectionRequest{
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CollectionName: collectionName,
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Properties: []*commonpb.KeyValuePair{
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{
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Key: common.DatabaseReplicaNumber,
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Value: "5",
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},
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{
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Key: common.DatabaseResourceGroups,
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Value: strings.Join(rgs, ","),
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},
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},
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})
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s.NoError(err)
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s.True(merr.Ok(resp3))
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s.Eventually(func() bool {
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resp2, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
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CollectionName: collectionName,
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})
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s.NoError(err)
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s.True(merr.Ok(resp2.Status))
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return len(resp2.GetReplicas()) == 5
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}, 30*time.Second, time.Second)
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// modify config, decrease replica number
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resp4, err := s.Cluster.Proxy.AlterCollection(ctx, &milvuspb.AlterCollectionRequest{
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CollectionName: collectionName,
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Properties: []*commonpb.KeyValuePair{
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{
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Key: common.DatabaseReplicaNumber,
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Value: "2",
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},
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{
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Key: common.DatabaseResourceGroups,
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Value: strings.Join(rgs[:2], ","),
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},
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},
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})
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s.NoError(err)
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s.True(merr.Ok(resp4))
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s.Eventually(func() bool {
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resp2, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
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CollectionName: collectionName,
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})
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s.NoError(err)
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s.True(merr.Ok(resp2.Status))
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return len(resp2.GetReplicas()) == 2
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}, 30*time.Second, time.Second)
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s.releaseCollection(dbName, collectionName)
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}
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func (s *LoadTestSuite) TestLoadWithPredefineDatabaseLevelConfig() {
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ctx := context.Background()
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// prepare resource groups
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rgNum := 5
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rgs := make([]string, 0)
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for i := 0; i < rgNum; i++ {
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rgs = append(rgs, fmt.Sprintf("rg_%d", i))
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s.Cluster.MixCoord.CreateResourceGroup(ctx, &milvuspb.CreateResourceGroupRequest{
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ResourceGroup: rgs[i],
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Config: &rgpb.ResourceGroupConfig{
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Requests: &rgpb.ResourceGroupLimit{
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NodeNum: 1,
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},
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Limits: &rgpb.ResourceGroupLimit{
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NodeNum: 1,
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},
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TransferFrom: []*rgpb.ResourceGroupTransfer{
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{
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ResourceGroup: meta.DefaultResourceGroupName,
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},
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},
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TransferTo: []*rgpb.ResourceGroupTransfer{
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{
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ResourceGroup: meta.DefaultResourceGroupName,
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},
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},
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},
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})
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}
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resp, err := s.Cluster.MixCoord.ListResourceGroups(ctx, &milvuspb.ListResourceGroupsRequest{})
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s.NoError(err)
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s.True(merr.Ok(resp.GetStatus()))
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s.Len(resp.GetResourceGroups(), rgNum+1)
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for i := 1; i < rgNum; i++ {
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s.Cluster.AddQueryNode()
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}
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s.Eventually(func() bool {
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matchCounter := 0
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for _, rg := range rgs {
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resp1, err := s.Cluster.MixCoord.DescribeResourceGroup(ctx, &querypb.DescribeResourceGroupRequest{
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ResourceGroup: rg,
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})
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s.NoError(err)
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s.True(merr.Ok(resp.GetStatus()))
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if len(resp1.ResourceGroup.Nodes) == 1 {
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matchCounter += 1
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}
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}
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return matchCounter == rgNum
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}, 30*time.Second, time.Second)
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newDbName := "db_load_test_with_db_level_config"
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resp1, err := s.Cluster.Proxy.CreateDatabase(ctx, &milvuspb.CreateDatabaseRequest{
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DbName: newDbName,
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Properties: []*commonpb.KeyValuePair{
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{
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Key: common.DatabaseReplicaNumber,
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Value: "3",
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},
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{
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Key: common.DatabaseResourceGroups,
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Value: strings.Join(rgs[:3], ","),
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},
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},
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})
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s.NoError(err)
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s.True(merr.Ok(resp1))
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s.CreateCollectionWithConfiguration(ctx, &integration.CreateCollectionConfig{
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DBName: newDbName,
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Dim: dim,
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CollectionName: collectionName,
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ChannelNum: 1,
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SegmentNum: 3,
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RowNumPerSegment: 2000,
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})
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// load collection without specified replica and rgs
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s.loadCollection(collectionName, newDbName, 0, nil)
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resp2, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
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DbName: newDbName,
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CollectionName: collectionName,
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})
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s.NoError(err)
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s.True(merr.Ok(resp2.Status))
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s.Len(resp2.GetReplicas(), 3)
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// modify config, increase replica number
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resp3, err := s.Cluster.Proxy.AlterDatabase(ctx, &milvuspb.AlterDatabaseRequest{
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DbName: newDbName,
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Properties: []*commonpb.KeyValuePair{
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{
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Key: common.DatabaseReplicaNumber,
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Value: "5",
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},
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{
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Key: common.DatabaseResourceGroups,
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Value: strings.Join(rgs, ","),
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},
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},
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})
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s.NoError(err)
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s.True(merr.Ok(resp3))
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s.Eventually(func() bool {
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resp2, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
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DbName: newDbName,
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CollectionName: collectionName,
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})
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s.NoError(err)
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s.True(merr.Ok(resp2.Status))
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return len(resp2.GetReplicas()) == 5
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}, 30*time.Second, time.Second)
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// modify config, decrease replica number
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resp4, err := s.Cluster.Proxy.AlterDatabase(ctx, &milvuspb.AlterDatabaseRequest{
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DbName: newDbName,
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Properties: []*commonpb.KeyValuePair{
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{
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Key: common.DatabaseReplicaNumber,
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Value: "2",
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},
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{
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Key: common.DatabaseResourceGroups,
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Value: strings.Join(rgs[:2], ","),
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},
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},
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})
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s.NoError(err)
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s.True(merr.Ok(resp4))
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s.Eventually(func() bool {
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resp2, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
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DbName: newDbName,
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CollectionName: collectionName,
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})
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s.NoError(err)
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s.True(merr.Ok(resp2.Status))
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return len(resp2.GetReplicas()) == 2
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}, 30*time.Second, time.Second)
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s.releaseCollection(newDbName, collectionName)
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}
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func (s *LoadTestSuite) TestLoadWithPredefineClusterLevelConfig() {
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ctx := context.Background()
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// prepare resource groups
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rgNum := 5
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rgs := make([]string, 0)
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for i := 0; i < rgNum; i++ {
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rgs = append(rgs, fmt.Sprintf("rg_%d", i))
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s.Cluster.MixCoord.CreateResourceGroup(ctx, &milvuspb.CreateResourceGroupRequest{
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ResourceGroup: rgs[i],
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Config: &rgpb.ResourceGroupConfig{
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Requests: &rgpb.ResourceGroupLimit{
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NodeNum: 1,
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},
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Limits: &rgpb.ResourceGroupLimit{
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NodeNum: 1,
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},
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TransferFrom: []*rgpb.ResourceGroupTransfer{
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{
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ResourceGroup: meta.DefaultResourceGroupName,
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},
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},
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TransferTo: []*rgpb.ResourceGroupTransfer{
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{
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ResourceGroup: meta.DefaultResourceGroupName,
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},
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},
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},
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})
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}
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resp, err := s.Cluster.MixCoord.ListResourceGroups(ctx, &milvuspb.ListResourceGroupsRequest{})
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s.NoError(err)
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s.True(merr.Ok(resp.GetStatus()))
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s.Len(resp.GetResourceGroups(), rgNum+1)
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for i := 1; i < rgNum; i++ {
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s.Cluster.AddQueryNode()
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}
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s.Eventually(func() bool {
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matchCounter := 0
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for _, rg := range rgs {
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resp1, err := s.Cluster.MixCoord.DescribeResourceGroup(ctx, &querypb.DescribeResourceGroupRequest{
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ResourceGroup: rg,
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})
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s.NoError(err)
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s.True(merr.Ok(resp.GetStatus()))
|
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if len(resp1.ResourceGroup.Nodes) == 1 {
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matchCounter += 1
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}
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}
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return matchCounter == rgNum
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}, 30*time.Second, time.Second)
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|
|
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s.CreateCollectionWithConfiguration(ctx, &integration.CreateCollectionConfig{
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DBName: dbName,
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Dim: dim,
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CollectionName: collectionName,
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ChannelNum: 1,
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SegmentNum: 3,
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RowNumPerSegment: 2000,
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})
|
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paramtable.Get().Save(paramtable.Get().QueryCoordCfg.ClusterLevelLoadReplicaNumber.Key, "3")
|
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paramtable.Get().Save(paramtable.Get().QueryCoordCfg.ClusterLevelLoadResourceGroups.Key, strings.Join(rgs[:3], ","))
|
|
|
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// load collection without specified replica and rgs
|
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s.loadCollection(collectionName, dbName, 0, nil)
|
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resp2, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
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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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s.True(merr.Ok(resp2.Status))
|
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s.Len(resp2.GetReplicas(), 3)
|
|
|
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paramtable.Get().Reset(paramtable.Get().QueryCoordCfg.ClusterLevelLoadResourceGroups.Key)
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paramtable.Get().Reset(paramtable.Get().QueryCoordCfg.ClusterLevelLoadReplicaNumber.Key)
|
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|
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// modify load config, increase replicas
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endpoints := etcd.GetEmbedEtcdEndpoints(s.EtcdServer)
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configPrefix := path.Join(paramtable.Get().EtcdCfg.RootPath.GetValue(), "config")
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log.Info("endpoints", zap.Strings("endpoints", endpoints), zap.String("configPrefix", configPrefix))
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s.Cluster.EtcdCli.Put(ctx, path.Join(configPrefix, paramtable.Get().QueryCoordCfg.ClusterLevelLoadReplicaNumber.Key), "5")
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s.Cluster.EtcdCli.Put(ctx, path.Join(configPrefix, paramtable.Get().QueryCoordCfg.ClusterLevelLoadResourceGroups.Key), strings.Join(rgs, ","))
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s.Eventually(func() bool {
|
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resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
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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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s.True(merr.Ok(resp3.Status))
|
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return len(resp3.GetReplicas()) == 5
|
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}, 30*time.Second, 1*time.Second)
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|
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// modify load config, decrease replicas
|
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endpoints = etcd.GetEmbedEtcdEndpoints(s.EtcdServer)
|
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log.Info("endpoints", zap.Strings("endpoints", endpoints), zap.String("configPrefix", configPrefix))
|
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s.Cluster.EtcdCli.Put(ctx, path.Join(configPrefix, paramtable.Get().QueryCoordCfg.ClusterLevelLoadReplicaNumber.Key), "2")
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s.Cluster.EtcdCli.Put(ctx, path.Join(configPrefix, paramtable.Get().QueryCoordCfg.ClusterLevelLoadResourceGroups.Key), strings.Join(rgs[:2], ","))
|
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s.Eventually(func() bool {
|
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resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
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DbName: dbName,
|
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CollectionName: collectionName,
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})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
return len(resp3.GetReplicas()) == 2
|
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}, 30*time.Second, 1*time.Second)
|
|
|
|
s.releaseCollection(dbName, collectionName)
|
|
}
|
|
|
|
func (s *LoadTestSuite) TestDynamicUpdateLoadConfigs() {
|
|
ctx := context.Background()
|
|
s.CreateCollectionWithConfiguration(ctx, &integration.CreateCollectionConfig{
|
|
DBName: dbName,
|
|
Dim: dim,
|
|
CollectionName: collectionName,
|
|
ChannelNum: 1,
|
|
SegmentNum: 3,
|
|
RowNumPerSegment: 2000,
|
|
})
|
|
|
|
// prepare resource groups
|
|
rgNum := 5
|
|
rgs := make([]string, 0)
|
|
for i := 0; i < rgNum; i++ {
|
|
rgs = append(rgs, fmt.Sprintf("rg_%d", i))
|
|
s.Cluster.MixCoord.CreateResourceGroup(ctx, &milvuspb.CreateResourceGroupRequest{
|
|
ResourceGroup: rgs[i],
|
|
Config: &rgpb.ResourceGroupConfig{
|
|
Requests: &rgpb.ResourceGroupLimit{
|
|
NodeNum: 1,
|
|
},
|
|
Limits: &rgpb.ResourceGroupLimit{
|
|
NodeNum: 1,
|
|
},
|
|
|
|
TransferFrom: []*rgpb.ResourceGroupTransfer{
|
|
{
|
|
ResourceGroup: meta.DefaultResourceGroupName,
|
|
},
|
|
},
|
|
TransferTo: []*rgpb.ResourceGroupTransfer{
|
|
{
|
|
ResourceGroup: meta.DefaultResourceGroupName,
|
|
},
|
|
},
|
|
},
|
|
})
|
|
}
|
|
|
|
resp, err := s.Cluster.MixCoord.ListResourceGroups(ctx, &milvuspb.ListResourceGroupsRequest{})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp.GetStatus()))
|
|
s.Len(resp.GetResourceGroups(), rgNum+1)
|
|
|
|
for i := 1; i < rgNum; i++ {
|
|
s.Cluster.AddQueryNode()
|
|
}
|
|
|
|
nodesInRG := make(map[string][]int64)
|
|
s.Eventually(func() bool {
|
|
matchCounter := 0
|
|
for _, rg := range rgs {
|
|
resp1, err := s.Cluster.MixCoord.DescribeResourceGroup(ctx, &querypb.DescribeResourceGroupRequest{
|
|
ResourceGroup: rg,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp.GetStatus()))
|
|
if len(resp1.ResourceGroup.Nodes) == 1 {
|
|
matchCounter += 1
|
|
nodesInRG[rg] = []int64{resp1.ResourceGroup.Nodes[0].NodeId}
|
|
}
|
|
}
|
|
return matchCounter == rgNum
|
|
}, 30*time.Second, time.Second)
|
|
|
|
// load collection
|
|
s.loadCollection(collectionName, dbName, 5, rgs)
|
|
resp2, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp2.Status))
|
|
s.Len(resp2.GetReplicas(), 5)
|
|
|
|
// test load collection with dynamic update
|
|
s.loadCollection(collectionName, dbName, 3, rgs[:3])
|
|
s.Eventually(func() bool {
|
|
resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
return len(resp3.GetReplicas()) == 3
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
s.Eventually(func() bool {
|
|
segmentNum, channelNum := 0, 0
|
|
for _, qn := range s.Cluster.GetAllQueryNodes() {
|
|
resp, err := qn.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp.Status))
|
|
segmentNum += len(resp.Segments)
|
|
channelNum += len(resp.Channels)
|
|
}
|
|
return segmentNum == 9 && channelNum == 3
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
s.loadCollection(collectionName, dbName, 2, rgs[3:])
|
|
s.Eventually(func() bool {
|
|
resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
return len(resp3.GetReplicas()) == 2
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
s.Eventually(func() bool {
|
|
segmentNum, channelNum := 0, 0
|
|
for _, qn := range s.Cluster.GetAllQueryNodes() {
|
|
resp, err := qn.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp.Status))
|
|
segmentNum += len(resp.Segments)
|
|
channelNum += len(resp.Channels)
|
|
}
|
|
return segmentNum == 6 && channelNum == 2
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
// test load collection with dynamic update
|
|
s.loadCollection(collectionName, dbName, 5, rgs)
|
|
s.Eventually(func() bool {
|
|
resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
return len(resp3.GetReplicas()) == 5
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
s.releaseCollection(dbName, collectionName)
|
|
}
|
|
|
|
func (s *LoadTestSuite) TestDynamicUpdateLoadConfigs_WithoutRG() {
|
|
ctx := context.Background()
|
|
s.CreateCollectionWithConfiguration(ctx, &integration.CreateCollectionConfig{
|
|
DBName: dbName,
|
|
Dim: dim,
|
|
CollectionName: collectionName,
|
|
ChannelNum: 1,
|
|
SegmentNum: 3,
|
|
RowNumPerSegment: 2000,
|
|
})
|
|
|
|
// prepare resource groups
|
|
for i := 1; i < 5; i++ {
|
|
s.Cluster.AddQueryNode()
|
|
}
|
|
|
|
// load collection
|
|
s.loadCollection(collectionName, dbName, 5, nil)
|
|
resp2, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp2.Status))
|
|
s.Len(resp2.GetReplicas(), 5)
|
|
|
|
// test load collection with dynamic update
|
|
s.loadCollection(collectionName, dbName, 3, nil)
|
|
s.Eventually(func() bool {
|
|
resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
return len(resp3.GetReplicas()) == 3
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
// test load collection with dynamic update
|
|
s.loadCollection(collectionName, dbName, 5, nil)
|
|
s.Eventually(func() bool {
|
|
resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
return len(resp3.GetReplicas()) == 5
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
s.releaseCollection(dbName, collectionName)
|
|
}
|
|
|
|
func (s *LoadTestSuite) TestDynamicUpdateLoadConfigs_WithRGLackOfNode() {
|
|
ctx := context.Background()
|
|
s.CreateCollectionWithConfiguration(ctx, &integration.CreateCollectionConfig{
|
|
DBName: dbName,
|
|
Dim: dim,
|
|
CollectionName: collectionName,
|
|
ChannelNum: 1,
|
|
SegmentNum: 3,
|
|
RowNumPerSegment: 2000,
|
|
})
|
|
|
|
// load collection
|
|
s.loadCollection(collectionName, dbName, 1, nil)
|
|
resp2, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp2.Status))
|
|
s.Len(resp2.GetReplicas(), 1)
|
|
|
|
recycleRG := "__recycle_rg"
|
|
s.Cluster.MixCoord.CreateResourceGroup(ctx, &milvuspb.CreateResourceGroupRequest{
|
|
ResourceGroup: recycleRG,
|
|
Config: &rgpb.ResourceGroupConfig{
|
|
Requests: &rgpb.ResourceGroupLimit{
|
|
NodeNum: 0,
|
|
},
|
|
Limits: &rgpb.ResourceGroupLimit{
|
|
NodeNum: 100,
|
|
},
|
|
},
|
|
})
|
|
// prepare resource groups
|
|
rgNum := 5
|
|
rgs := make([]string, 0)
|
|
for i := 0; i < rgNum; i++ {
|
|
rgs = append(rgs, fmt.Sprintf("rg_%d", i))
|
|
s.Cluster.MixCoord.CreateResourceGroup(ctx, &milvuspb.CreateResourceGroupRequest{
|
|
ResourceGroup: rgs[i],
|
|
Config: &rgpb.ResourceGroupConfig{
|
|
Requests: &rgpb.ResourceGroupLimit{
|
|
NodeNum: 1,
|
|
},
|
|
Limits: &rgpb.ResourceGroupLimit{
|
|
NodeNum: 1,
|
|
},
|
|
TransferFrom: []*rgpb.ResourceGroupTransfer{
|
|
{
|
|
ResourceGroup: recycleRG,
|
|
},
|
|
},
|
|
TransferTo: []*rgpb.ResourceGroupTransfer{
|
|
{
|
|
ResourceGroup: recycleRG,
|
|
},
|
|
},
|
|
},
|
|
})
|
|
}
|
|
|
|
s.Cluster.MixCoord.UpdateResourceGroups(ctx, &querypb.UpdateResourceGroupsRequest{
|
|
ResourceGroups: map[string]*rgpb.ResourceGroupConfig{
|
|
meta.DefaultResourceGroupName: {
|
|
Requests: &rgpb.ResourceGroupLimit{
|
|
NodeNum: 1,
|
|
},
|
|
Limits: &rgpb.ResourceGroupLimit{
|
|
NodeNum: 1,
|
|
},
|
|
},
|
|
},
|
|
})
|
|
|
|
resp, err := s.Cluster.MixCoord.ListResourceGroups(ctx, &milvuspb.ListResourceGroupsRequest{})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp.GetStatus()))
|
|
s.Len(resp.GetResourceGroups(), rgNum+2)
|
|
|
|
// test load collection with dynamic update
|
|
loadStatus, err := s.Cluster.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
ReplicaNumber: int32(3),
|
|
ResourceGroups: rgs[:3],
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(loadStatus))
|
|
s.Eventually(func() bool {
|
|
resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
return len(resp3.GetReplicas()) == 3
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
loadStatus, err = s.Cluster.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
ReplicaNumber: int32(2),
|
|
ResourceGroups: rgs[3:],
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(loadStatus))
|
|
s.Eventually(func() bool {
|
|
resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
return len(resp3.GetReplicas()) == 2
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
// test load collection with dynamic update
|
|
loadStatus, err = s.Cluster.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
ReplicaNumber: int32(5),
|
|
ResourceGroups: rgs,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(loadStatus))
|
|
s.Eventually(func() bool {
|
|
resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
return len(resp3.GetReplicas()) == 5
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
// add qn back, expect each replica has shard leaders
|
|
for i := 0; i < rgNum; i++ {
|
|
s.Cluster.AddQueryNode()
|
|
}
|
|
|
|
s.Eventually(func() bool {
|
|
matchCounter := 0
|
|
for _, rg := range rgs {
|
|
resp1, err := s.Cluster.MixCoord.DescribeResourceGroup(ctx, &querypb.DescribeResourceGroupRequest{
|
|
ResourceGroup: rg,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp.GetStatus()))
|
|
if len(resp1.ResourceGroup.Nodes) == 1 {
|
|
matchCounter += 1
|
|
}
|
|
}
|
|
return matchCounter == rgNum
|
|
}, 30*time.Second, time.Second)
|
|
|
|
s.Eventually(func() bool {
|
|
resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
s.Equal(5, len(resp3.GetReplicas()))
|
|
for _, replica := range resp3.GetReplicas() {
|
|
if len(replica.GetNodeIds()) != 1 {
|
|
return false
|
|
}
|
|
}
|
|
return true
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
s.releaseCollection(dbName, collectionName)
|
|
}
|
|
|
|
func (s *LoadTestSuite) TestDynamicUpdateLoadConfigs_OnLoadingCollection() {
|
|
ctx := context.Background()
|
|
s.CreateCollectionWithConfiguration(ctx, &integration.CreateCollectionConfig{
|
|
DBName: dbName,
|
|
Dim: dim,
|
|
CollectionName: collectionName,
|
|
ChannelNum: 1,
|
|
SegmentNum: 1,
|
|
RowNumPerSegment: 2000,
|
|
})
|
|
|
|
// prepare resource groups
|
|
rgNum := 10
|
|
rgs := make([]string, 0)
|
|
for i := 0; i < rgNum; i++ {
|
|
rgs = append(rgs, fmt.Sprintf("rg_%d", i))
|
|
s.Cluster.MixCoord.CreateResourceGroup(ctx, &milvuspb.CreateResourceGroupRequest{
|
|
ResourceGroup: rgs[i],
|
|
Config: &rgpb.ResourceGroupConfig{
|
|
Requests: &rgpb.ResourceGroupLimit{
|
|
NodeNum: 1,
|
|
},
|
|
Limits: &rgpb.ResourceGroupLimit{
|
|
NodeNum: 1,
|
|
},
|
|
|
|
TransferFrom: []*rgpb.ResourceGroupTransfer{
|
|
{
|
|
ResourceGroup: meta.DefaultResourceGroupName,
|
|
},
|
|
},
|
|
TransferTo: []*rgpb.ResourceGroupTransfer{
|
|
{
|
|
ResourceGroup: meta.DefaultResourceGroupName,
|
|
},
|
|
},
|
|
},
|
|
})
|
|
}
|
|
|
|
resp, err := s.Cluster.MixCoord.ListResourceGroups(ctx, &milvuspb.ListResourceGroupsRequest{})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp.GetStatus()))
|
|
s.Len(resp.GetResourceGroups(), rgNum+1)
|
|
|
|
for i := 1; i < rgNum; i++ {
|
|
s.Cluster.AddQueryNode()
|
|
}
|
|
|
|
nodesInRG := make(map[string][]int64)
|
|
s.Eventually(func() bool {
|
|
matchCounter := 0
|
|
for _, rg := range rgs {
|
|
resp1, err := s.Cluster.MixCoord.DescribeResourceGroup(ctx, &querypb.DescribeResourceGroupRequest{
|
|
ResourceGroup: rg,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp.GetStatus()))
|
|
if len(resp1.ResourceGroup.Nodes) == 1 {
|
|
matchCounter += 1
|
|
nodesInRG[rg] = []int64{resp1.ResourceGroup.Nodes[0].NodeId}
|
|
}
|
|
}
|
|
return matchCounter == rgNum
|
|
}, 30*time.Second, time.Second)
|
|
|
|
// trigger collection loading, and modify collection's load config during loading
|
|
loadStatus, err := s.Cluster.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
ReplicaNumber: 1,
|
|
ResourceGroups: rgs[:1],
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(loadStatus))
|
|
loadStatus, err = s.Cluster.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
ReplicaNumber: 3,
|
|
ResourceGroups: rgs[1:4],
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(loadStatus))
|
|
loadStatus, err = s.Cluster.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
ReplicaNumber: 5,
|
|
ResourceGroups: rgs[4:9],
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(loadStatus))
|
|
|
|
s.Eventually(func() bool {
|
|
resp3, err := s.Cluster.Proxy.GetReplicas(ctx, &milvuspb.GetReplicasRequest{
|
|
DbName: dbName,
|
|
CollectionName: collectionName,
|
|
})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp3.Status))
|
|
return len(resp3.GetReplicas()) == 5
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
s.Eventually(func() bool {
|
|
segmentNum, channelNum := 0, 0
|
|
for _, qn := range s.Cluster.GetAllQueryNodes() {
|
|
resp, err := qn.GetDataDistribution(ctx, &querypb.GetDataDistributionRequest{})
|
|
s.NoError(err)
|
|
s.True(merr.Ok(resp.Status))
|
|
segmentNum += len(resp.Segments)
|
|
channelNum += len(resp.Channels)
|
|
}
|
|
return segmentNum == 5 && channelNum == 5
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
s.releaseCollection(dbName, collectionName)
|
|
}
|
|
|
|
func (s *LoadTestSuite) TestLoadWithCompact() {
|
|
ctx := context.Background()
|
|
collName := "test_load_with_compact"
|
|
|
|
// Create collection with configuration
|
|
s.CreateCollectionWithConfiguration(ctx, &integration.CreateCollectionConfig{
|
|
DBName: dbName,
|
|
Dim: dim,
|
|
CollectionName: collName,
|
|
ChannelNum: 1,
|
|
SegmentNum: 3,
|
|
RowNumPerSegment: 2000,
|
|
})
|
|
|
|
s.releaseCollection(dbName, collName)
|
|
|
|
stopInsertCh := make(chan struct{}, 1)
|
|
wg := &sync.WaitGroup{}
|
|
wg.Add(1)
|
|
// Start a goroutine to continuously insert data and trigger compaction
|
|
go func() {
|
|
defer wg.Done()
|
|
for {
|
|
select {
|
|
case <-stopInsertCh:
|
|
return
|
|
default:
|
|
s.InsertAndFlush(ctx, dbName, collName, 2000, dim)
|
|
_, err := s.Cluster.Proxy.ManualCompaction(ctx, &milvuspb.ManualCompactionRequest{
|
|
CollectionName: collName,
|
|
})
|
|
s.NoError(err)
|
|
time.Sleep(time.Second)
|
|
}
|
|
}
|
|
}()
|
|
|
|
time.Sleep(10 * time.Second)
|
|
|
|
// Load the collection while data is being inserted and compacted
|
|
s.loadCollection(collName, dbName, 1, nil)
|
|
|
|
// Verify the collection is loaded
|
|
s.Eventually(func() bool {
|
|
resp, err := s.Cluster.Proxy.ShowCollections(ctx, &milvuspb.ShowCollectionsRequest{
|
|
CollectionNames: []string{collName},
|
|
Type: milvuspb.ShowType_InMemory,
|
|
})
|
|
s.NoError(err)
|
|
|
|
return len(resp.InMemoryPercentages) == 1 && resp.InMemoryPercentages[0] == 100
|
|
}, 30*time.Second, 1*time.Second)
|
|
|
|
// Clean up
|
|
close(stopInsertCh)
|
|
wg.Wait()
|
|
s.releaseCollection(dbName, collName)
|
|
}
|
|
|
|
func TestReplicas(t *testing.T) {
|
|
g := integration.WithoutStreamingService()
|
|
defer g()
|
|
suite.Run(t, new(LoadTestSuite))
|
|
}
|