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https://gitee.com/milvus-io/milvus.git
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0c0630cc38
issue: #42942 This pr includes the following changes: 1. Added checks for index checker in querycoord to generate drop index tasks 2. Added drop index interface to querynode 3. To avoid search failure after dropping the index, the querynode allows the use of lazy mode (warmup=disable) to load raw data even when indexes contain raw data. 4. In segcore, loading the index no longer deletes raw data; instead, it evicts it. 5. In expr, the index is pinned to prevent concurrent errors. --------- Signed-off-by: sunby <sunbingyi1992@gmail.com>
580 lines
18 KiB
Go
580 lines
18 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 checkers
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import (
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"context"
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"testing"
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"github.com/cockroachdb/errors"
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"github.com/stretchr/testify/mock"
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"github.com/stretchr/testify/suite"
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"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
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etcdkv "github.com/milvus-io/milvus/internal/kv/etcd"
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"github.com/milvus-io/milvus/internal/metastore/kv/querycoord"
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"github.com/milvus-io/milvus/internal/querycoordv2/meta"
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"github.com/milvus-io/milvus/internal/querycoordv2/params"
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"github.com/milvus-io/milvus/internal/querycoordv2/session"
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"github.com/milvus-io/milvus/internal/querycoordv2/task"
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"github.com/milvus-io/milvus/internal/querycoordv2/utils"
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"github.com/milvus-io/milvus/pkg/v2/kv"
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"github.com/milvus-io/milvus/pkg/v2/proto/datapb"
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"github.com/milvus-io/milvus/pkg/v2/proto/indexpb"
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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/paramtable"
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)
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type IndexCheckerSuite struct {
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suite.Suite
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kv kv.MetaKv
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checker *IndexChecker
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meta *meta.Meta
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broker *meta.MockBroker
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nodeMgr *session.NodeManager
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targetMgr *meta.MockTargetManager
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}
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func (suite *IndexCheckerSuite) SetupSuite() {
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paramtable.Init()
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}
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func (suite *IndexCheckerSuite) SetupTest() {
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var err error
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config := params.GenerateEtcdConfig()
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cli, err := etcd.GetEtcdClient(
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config.UseEmbedEtcd.GetAsBool(),
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config.EtcdUseSSL.GetAsBool(),
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config.Endpoints.GetAsStrings(),
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config.EtcdTLSCert.GetValue(),
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config.EtcdTLSKey.GetValue(),
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config.EtcdTLSCACert.GetValue(),
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config.EtcdTLSMinVersion.GetValue())
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suite.Require().NoError(err)
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suite.kv = etcdkv.NewEtcdKV(cli, config.MetaRootPath.GetValue())
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// meta
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store := querycoord.NewCatalog(suite.kv)
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idAllocator := params.RandomIncrementIDAllocator()
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suite.nodeMgr = session.NewNodeManager()
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suite.meta = meta.NewMeta(idAllocator, store, suite.nodeMgr)
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distManager := meta.NewDistributionManager(suite.nodeMgr)
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suite.broker = meta.NewMockBroker(suite.T())
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suite.targetMgr = meta.NewMockTargetManager(suite.T())
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suite.checker = NewIndexChecker(suite.meta, distManager, suite.broker, suite.nodeMgr, suite.targetMgr)
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suite.targetMgr.EXPECT().GetSealedSegment(mock.Anything, mock.Anything, mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, cid, sid int64, i3 int32) *datapb.SegmentInfo {
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return &datapb.SegmentInfo{
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ID: sid,
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Level: datapb.SegmentLevel_L1,
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}
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}).Maybe()
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}
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func (suite *IndexCheckerSuite) TearDownTest() {
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suite.kv.Close()
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}
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func (suite *IndexCheckerSuite) TestLoadIndex() {
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checker := suite.checker
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ctx := context.Background()
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// meta
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coll := utils.CreateTestCollection(1, 1)
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coll.FieldIndexID = map[int64]int64{101: 1000}
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coll.Schema = &schemapb.CollectionSchema{
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Name: "test_loadJsonIndex",
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Fields: []*schemapb.FieldSchema{
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{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
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},
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}
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checker.meta.CollectionManager.PutCollection(ctx, coll)
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checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
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suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
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NodeID: 1,
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Address: "localhost",
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Hostname: "localhost",
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}))
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suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
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NodeID: 2,
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Address: "localhost",
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Hostname: "localhost",
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}))
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checker.meta.ResourceManager.HandleNodeUp(ctx, 1)
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checker.meta.ResourceManager.HandleNodeUp(ctx, 2)
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// dist
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checker.dist.SegmentDistManager.Update(1, utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel"))
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// broker
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suite.broker.EXPECT().GetIndexInfo(mock.Anything, int64(1), int64(2)).
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Return(map[int64][]*querypb.FieldIndexInfo{2: {
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{
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FieldID: 101,
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IndexID: 1000,
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EnableIndex: true,
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IndexFilePaths: []string{"index"},
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},
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}}, nil)
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suite.broker.EXPECT().ListIndexes(mock.Anything, int64(1)).Return([]*indexpb.IndexInfo{
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{
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FieldID: 101,
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IndexID: 1000,
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},
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}, nil)
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suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
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Return([]*datapb.SegmentInfo{}, nil).Maybe()
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tasks := checker.Check(context.Background())
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suite.Require().Len(tasks, 1)
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t := tasks[0]
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suite.Require().Len(t.Actions(), 1)
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action, ok := t.Actions()[0].(*task.SegmentAction)
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suite.Require().True(ok)
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suite.EqualValues(200, t.ReplicaID())
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suite.Equal(task.ActionTypeUpdate, action.Type())
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suite.EqualValues(2, action.GetSegmentID())
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// test skip load index for read only node
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suite.nodeMgr.Stopping(1)
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suite.nodeMgr.Stopping(2)
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suite.meta.ResourceManager.HandleNodeStopping(ctx, 1)
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suite.meta.ResourceManager.HandleNodeStopping(ctx, 2)
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utils.RecoverAllCollection(suite.meta)
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tasks = checker.Check(context.Background())
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suite.Require().Len(tasks, 0)
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}
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func (suite *IndexCheckerSuite) TestIndexInfoNotMatch() {
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checker := suite.checker
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ctx := context.Background()
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// meta
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coll := utils.CreateTestCollection(1, 1)
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coll.FieldIndexID = map[int64]int64{101: 1000}
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coll.Schema = &schemapb.CollectionSchema{
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Name: "test_loadJsonIndex",
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Fields: []*schemapb.FieldSchema{
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{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
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},
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}
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checker.meta.CollectionManager.PutCollection(ctx, coll)
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checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
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suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
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NodeID: 1,
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Address: "localhost",
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Hostname: "localhost",
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}))
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suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
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NodeID: 2,
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Address: "localhost",
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Hostname: "localhost",
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}))
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checker.meta.ResourceManager.HandleNodeUp(ctx, 1)
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checker.meta.ResourceManager.HandleNodeUp(ctx, 2)
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// dist
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checker.dist.SegmentDistManager.Update(1, utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel"))
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checker.dist.SegmentDistManager.Update(1, utils.CreateTestSegment(1, 1, 3, 1, 1, "test-insert-channel"))
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// broker
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suite.broker.EXPECT().GetIndexInfo(mock.Anything, int64(1), mock.AnythingOfType("int64")).
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RunAndReturn(func(ctx context.Context, collectionID int64, segmentIDs ...int64) (map[int64][]*querypb.FieldIndexInfo, error) {
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if segmentIDs[0] == 2 {
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return map[int64][]*querypb.FieldIndexInfo{2: {
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{
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FieldID: 101,
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IndexID: 1000,
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EnableIndex: false,
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},
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}}, nil
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}
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if segmentIDs[0] == 3 {
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return map[int64][]*querypb.FieldIndexInfo{3: {
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{
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FieldID: 101,
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IndexID: 1002,
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EnableIndex: false,
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},
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}}, nil
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}
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return nil, nil
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})
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suite.broker.EXPECT().ListIndexes(mock.Anything, int64(1)).Return([]*indexpb.IndexInfo{
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{
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FieldID: 101,
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IndexID: 1000,
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},
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}, nil)
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suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
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Return([]*datapb.SegmentInfo{}, nil).Maybe()
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tasks := checker.Check(context.Background())
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suite.Require().Len(tasks, 0)
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}
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func (suite *IndexCheckerSuite) TestGetIndexInfoFailed() {
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checker := suite.checker
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ctx := context.Background()
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// meta
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coll := utils.CreateTestCollection(1, 1)
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coll.FieldIndexID = map[int64]int64{101: 1000}
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coll.Schema = &schemapb.CollectionSchema{
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Name: "test_loadJsonIndex",
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Fields: []*schemapb.FieldSchema{
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{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
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},
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}
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checker.meta.CollectionManager.PutCollection(ctx, coll)
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checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
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suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
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NodeID: 1,
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Address: "localhost",
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Hostname: "localhost",
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}))
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suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
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NodeID: 2,
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Address: "localhost",
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Hostname: "localhost",
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}))
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checker.meta.ResourceManager.HandleNodeUp(ctx, 1)
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checker.meta.ResourceManager.HandleNodeUp(ctx, 2)
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// dist
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checker.dist.SegmentDistManager.Update(1, utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel"))
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checker.dist.SegmentDistManager.Update(1, utils.CreateTestSegment(1, 1, 3, 1, 1, "test-insert-channel"))
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// broker
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suite.broker.EXPECT().GetIndexInfo(mock.Anything, int64(1), mock.AnythingOfType("int64")).
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Return(nil, errors.New("mocked error"))
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suite.broker.EXPECT().ListIndexes(mock.Anything, int64(1)).Return([]*indexpb.IndexInfo{
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{
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FieldID: 101,
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IndexID: 1000,
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},
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}, nil)
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suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
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Return([]*datapb.SegmentInfo{}, nil).Maybe()
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tasks := checker.Check(context.Background())
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suite.Require().Len(tasks, 0)
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}
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func (suite *IndexCheckerSuite) TestCreateNewIndex() {
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checker := suite.checker
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ctx := context.Background()
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// meta
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coll := utils.CreateTestCollection(1, 1)
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coll.FieldIndexID = map[int64]int64{101: 1000}
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coll.Schema = &schemapb.CollectionSchema{
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Name: "test_loadJsonIndex",
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Fields: []*schemapb.FieldSchema{
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{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
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},
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}
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checker.meta.CollectionManager.PutCollection(ctx, coll)
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checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
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suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
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NodeID: 1,
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Address: "localhost",
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Hostname: "localhost",
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}))
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suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
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NodeID: 2,
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Address: "localhost",
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Hostname: "localhost",
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}))
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checker.meta.ResourceManager.HandleNodeUp(ctx, 1)
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checker.meta.ResourceManager.HandleNodeUp(ctx, 2)
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// dist
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segment := utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel")
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segment.IndexInfo = map[int64]*querypb.FieldIndexInfo{1000: {
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FieldID: 101,
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IndexID: 1000,
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EnableIndex: true,
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}}
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checker.dist.SegmentDistManager.Update(1, segment)
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// broker
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suite.broker.EXPECT().ListIndexes(mock.Anything, mock.Anything).Call.Return(
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func(ctx context.Context, collectionID int64) ([]*indexpb.IndexInfo, error) {
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return []*indexpb.IndexInfo{
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{
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FieldID: 101,
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IndexID: 1000,
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},
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{
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FieldID: 102,
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IndexID: 1001,
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},
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}, nil
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},
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)
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suite.broker.EXPECT().GetIndexInfo(mock.Anything, mock.Anything, mock.AnythingOfType("int64")).
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Return(map[int64][]*querypb.FieldIndexInfo{2: {
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{
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FieldID: 101,
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IndexID: 1000,
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EnableIndex: true,
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IndexFilePaths: []string{"index"},
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},
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{
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FieldID: 102,
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IndexID: 1001,
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EnableIndex: true,
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IndexFilePaths: []string{"index"},
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},
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}}, nil)
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suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
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Return([]*datapb.SegmentInfo{}, nil).Maybe()
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tasks := checker.Check(context.Background())
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suite.Len(tasks, 1)
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suite.Len(tasks[0].Actions(), 1)
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suite.Equal(tasks[0].Actions()[0].(*task.SegmentAction).Type(), task.ActionTypeUpdate)
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}
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func (suite *IndexCheckerSuite) TestLoadJsonIndex() {
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checker := suite.checker
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ctx := context.Background()
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paramtable.Get().Save(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key, "true")
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defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key)
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// meta
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coll := utils.CreateTestCollection(1, 1)
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coll.FieldIndexID = map[int64]int64{101: 1000}
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coll.Schema = &schemapb.CollectionSchema{
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Name: "test_loadJsonIndex",
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Fields: []*schemapb.FieldSchema{
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{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
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},
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}
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coll.LoadFields = []int64{101}
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checker.meta.CollectionManager.PutCollection(ctx, coll)
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checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
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suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
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NodeID: 1,
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Address: "localhost",
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Hostname: "localhost",
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}))
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suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
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NodeID: 2,
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Address: "localhost",
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Hostname: "localhost",
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}))
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checker.meta.ResourceManager.HandleNodeUp(ctx, 1)
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checker.meta.ResourceManager.HandleNodeUp(ctx, 2)
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// dist
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fieldIndexInfo := &querypb.FieldIndexInfo{
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FieldID: 101,
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IndexID: 1000,
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EnableIndex: true,
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}
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indexInfo := make(map[int64]*querypb.FieldIndexInfo)
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indexInfo[fieldIndexInfo.IndexID] = fieldIndexInfo
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segment := utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel")
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segment.IndexInfo = indexInfo
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checker.dist.SegmentDistManager.Update(1, segment)
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// broker
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suite.broker.EXPECT().ListIndexes(mock.Anything, mock.Anything).Call.Return(
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func(ctx context.Context, collectionID int64) ([]*indexpb.IndexInfo, error) {
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return []*indexpb.IndexInfo{
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{
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FieldID: 101,
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IndexID: 1000,
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},
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}, nil
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},
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)
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mockJSONKeyStats := map[int64]*datapb.JsonKeyStats{
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101: {
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FieldID: 101,
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},
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}
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suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
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Return([]*datapb.SegmentInfo{
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{
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ID: 2,
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JsonKeyStats: mockJSONKeyStats,
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},
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}, nil).Maybe()
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tasks := checker.Check(context.Background())
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suite.Require().Len(tasks, 1)
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t := tasks[0]
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suite.Require().Len(t.Actions(), 1)
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action, ok := t.Actions()[0].(*task.SegmentAction)
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suite.Require().True(ok)
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suite.EqualValues(200, t.ReplicaID())
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suite.Equal(task.ActionTypeStatsUpdate, action.Type())
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suite.EqualValues(2, action.GetSegmentID())
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// test skip load json index for read only node
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suite.nodeMgr.Stopping(1)
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suite.nodeMgr.Stopping(2)
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suite.meta.ResourceManager.HandleNodeStopping(ctx, 1)
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suite.meta.ResourceManager.HandleNodeStopping(ctx, 2)
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utils.RecoverAllCollection(suite.meta)
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tasks = checker.Check(context.Background())
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suite.Require().Len(tasks, 0)
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}
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func (suite *IndexCheckerSuite) TestJsonIndexNotMatch() {
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checker := suite.checker
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ctx := context.Background()
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paramtable.Get().Save(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key, "true")
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defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key)
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// meta
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coll := utils.CreateTestCollection(1, 1)
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coll.FieldIndexID = map[int64]int64{101: 1000}
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coll.Schema = &schemapb.CollectionSchema{
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Name: "test_loadJsonIndex",
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Fields: []*schemapb.FieldSchema{
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{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
|
|
},
|
|
}
|
|
checker.meta.CollectionManager.PutCollection(ctx, coll)
|
|
checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
|
|
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
|
|
NodeID: 1,
|
|
Address: "localhost",
|
|
Hostname: "localhost",
|
|
}))
|
|
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
|
|
NodeID: 2,
|
|
Address: "localhost",
|
|
Hostname: "localhost",
|
|
}))
|
|
checker.meta.ResourceManager.HandleNodeUp(ctx, 1)
|
|
checker.meta.ResourceManager.HandleNodeUp(ctx, 2)
|
|
|
|
// dist
|
|
checker.dist.SegmentDistManager.Update(1, utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel"))
|
|
|
|
// broker
|
|
suite.broker.EXPECT().ListIndexes(mock.Anything, mock.Anything).Call.Return(
|
|
func(ctx context.Context, collectionID int64) ([]*indexpb.IndexInfo, error) {
|
|
return []*indexpb.IndexInfo{
|
|
{
|
|
FieldID: 101,
|
|
IndexID: 1000,
|
|
},
|
|
}, nil
|
|
},
|
|
)
|
|
suite.broker.EXPECT().GetIndexInfo(mock.Anything, mock.Anything, mock.AnythingOfType("int64")).
|
|
Return(map[int64][]*querypb.FieldIndexInfo{2: {
|
|
{
|
|
FieldID: 101,
|
|
IndexID: 1000,
|
|
EnableIndex: false,
|
|
IndexFilePaths: []string{"index"},
|
|
},
|
|
}}, nil)
|
|
suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
|
|
Return([]*datapb.SegmentInfo{
|
|
{},
|
|
}, nil).Maybe()
|
|
tasks := checker.Check(context.Background())
|
|
suite.Require().Len(tasks, 0)
|
|
}
|
|
|
|
func (suite *IndexCheckerSuite) TestCreateNewJsonIndex() {
|
|
checker := suite.checker
|
|
ctx := context.Background()
|
|
paramtable.Get().Save(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key, "true")
|
|
defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnabledJSONKeyStats.Key)
|
|
// meta
|
|
coll := utils.CreateTestCollection(1, 1)
|
|
coll.FieldIndexID = map[int64]int64{101: 1000}
|
|
coll.LoadFields = []int64{101}
|
|
coll.Schema = &schemapb.CollectionSchema{
|
|
Name: "test_loadJsonIndex",
|
|
Fields: []*schemapb.FieldSchema{
|
|
{FieldID: 101, DataType: schemapb.DataType_JSON, Name: "JSON"},
|
|
},
|
|
}
|
|
checker.meta.CollectionManager.PutCollection(ctx, coll)
|
|
checker.meta.ReplicaManager.Put(ctx, utils.CreateTestReplica(200, 1, []int64{1, 2}))
|
|
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
|
|
NodeID: 1,
|
|
Address: "localhost",
|
|
Hostname: "localhost",
|
|
}))
|
|
suite.nodeMgr.Add(session.NewNodeInfo(session.ImmutableNodeInfo{
|
|
NodeID: 2,
|
|
Address: "localhost",
|
|
Hostname: "localhost",
|
|
}))
|
|
checker.meta.ResourceManager.HandleNodeUp(ctx, 1)
|
|
checker.meta.ResourceManager.HandleNodeUp(ctx, 2)
|
|
|
|
// dist
|
|
fieldIndexInfo := &querypb.FieldIndexInfo{
|
|
FieldID: 101,
|
|
IndexID: 1000,
|
|
EnableIndex: true,
|
|
}
|
|
|
|
indexInfo := make(map[int64]*querypb.FieldIndexInfo)
|
|
indexInfo[fieldIndexInfo.IndexID] = fieldIndexInfo
|
|
segment := utils.CreateTestSegment(1, 1, 2, 1, 1, "test-insert-channel")
|
|
segment.IndexInfo = indexInfo
|
|
checker.dist.SegmentDistManager.Update(1, segment)
|
|
|
|
// broker
|
|
suite.broker.EXPECT().ListIndexes(mock.Anything, mock.Anything).Call.Return(
|
|
func(ctx context.Context, collectionID int64) ([]*indexpb.IndexInfo, error) {
|
|
return []*indexpb.IndexInfo{
|
|
{
|
|
FieldID: 101,
|
|
IndexID: 1000,
|
|
},
|
|
}, nil
|
|
},
|
|
)
|
|
mockJSONKeyStats := map[int64]*datapb.JsonKeyStats{
|
|
101: {
|
|
FieldID: 101,
|
|
},
|
|
}
|
|
suite.broker.EXPECT().GetSegmentInfo(mock.Anything, mock.Anything).
|
|
Return([]*datapb.SegmentInfo{
|
|
{
|
|
ID: 2,
|
|
JsonKeyStats: mockJSONKeyStats,
|
|
},
|
|
}, nil).Maybe()
|
|
tasks := checker.Check(context.Background())
|
|
suite.Len(tasks, 1)
|
|
suite.Len(tasks[0].Actions(), 1)
|
|
suite.Equal(tasks[0].Actions()[0].(*task.SegmentAction).Type(), task.ActionTypeStatsUpdate)
|
|
}
|
|
|
|
func TestIndexChecker(t *testing.T) {
|
|
suite.Run(t, new(IndexCheckerSuite))
|
|
}
|