mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-11-30 02:48:45 +08:00
c6665c2a4c
issue: https://github.com/milvus-io/milvus/issues/29507 Signed-off-by: yiwangdr <yiwangdr@gmail.com>
327 lines
10 KiB
Go
327 lines
10 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 syncmgr
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import (
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"context"
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"fmt"
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"math/rand"
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"testing"
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"time"
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"github.com/apache/arrow/go/v12/arrow"
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"github.com/apache/arrow/go/v12/arrow/array"
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"github.com/apache/arrow/go/v12/arrow/memory"
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"github.com/samber/lo"
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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/commonpb"
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"github.com/milvus-io/milvus-proto/go-api/v2/msgpb"
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"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
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milvus_storage "github.com/milvus-io/milvus-storage/go/storage"
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"github.com/milvus-io/milvus-storage/go/storage/options"
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"github.com/milvus-io/milvus-storage/go/storage/schema"
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"github.com/milvus-io/milvus/internal/allocator"
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"github.com/milvus-io/milvus/internal/datanode/broker"
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"github.com/milvus-io/milvus/internal/datanode/metacache"
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"github.com/milvus-io/milvus/internal/proto/datapb"
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"github.com/milvus-io/milvus/internal/storage"
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"github.com/milvus-io/milvus/internal/util/typeutil"
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"github.com/milvus-io/milvus/pkg/common"
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"github.com/milvus-io/milvus/pkg/util/paramtable"
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"github.com/milvus-io/milvus/pkg/util/tsoutil"
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)
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type SyncTaskSuiteV2 struct {
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suite.Suite
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collectionID int64
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partitionID int64
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segmentID int64
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channelName string
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metacache *metacache.MockMetaCache
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allocator *allocator.MockGIDAllocator
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schema *schemapb.CollectionSchema
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arrowSchema *arrow.Schema
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broker *broker.MockBroker
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space *milvus_storage.Space
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}
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func (s *SyncTaskSuiteV2) SetupSuite() {
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paramtable.Get().Init(paramtable.NewBaseTable())
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s.collectionID = 100
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s.partitionID = 101
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s.segmentID = 1001
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s.channelName = "by-dev-rootcoord-dml_0_100v0"
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s.schema = &schemapb.CollectionSchema{
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Name: "sync_task_test_col",
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Fields: []*schemapb.FieldSchema{
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{FieldID: common.RowIDField, Name: common.RowIDFieldName, DataType: schemapb.DataType_Int64},
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{FieldID: common.TimeStampField, Name: common.TimeStampFieldName, DataType: schemapb.DataType_Int64},
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{
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FieldID: 100,
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Name: "pk",
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DataType: schemapb.DataType_Int64,
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IsPrimaryKey: true,
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},
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{
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FieldID: 101,
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Name: "vector",
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DataType: schemapb.DataType_FloatVector,
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TypeParams: []*commonpb.KeyValuePair{
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{Key: common.DimKey, Value: "128"},
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},
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},
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},
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}
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arrowSchema, err := typeutil.ConvertToArrowSchema(s.schema.Fields)
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s.NoError(err)
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s.arrowSchema = arrowSchema
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}
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func (s *SyncTaskSuiteV2) SetupTest() {
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s.allocator = allocator.NewMockGIDAllocator()
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s.allocator.AllocF = func(count uint32) (int64, int64, error) {
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return time.Now().Unix(), int64(count), nil
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}
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s.allocator.AllocOneF = func() (allocator.UniqueID, error) {
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return time.Now().Unix(), nil
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}
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s.broker = broker.NewMockBroker(s.T())
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s.metacache = metacache.NewMockMetaCache(s.T())
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tmpDir := s.T().TempDir()
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space, err := milvus_storage.Open(fmt.Sprintf("file:///%s", tmpDir), options.NewSpaceOptionBuilder().
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SetSchema(schema.NewSchema(s.arrowSchema, &schema.SchemaOptions{
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PrimaryColumn: "pk", VectorColumn: "vector", VersionColumn: common.TimeStampFieldName,
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})).Build())
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s.Require().NoError(err)
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s.space = space
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}
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func (s *SyncTaskSuiteV2) getEmptyInsertBuffer() *storage.InsertData {
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buf, err := storage.NewInsertData(s.schema)
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s.Require().NoError(err)
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return buf
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}
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func (s *SyncTaskSuiteV2) getInsertBuffer() *storage.InsertData {
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buf := s.getEmptyInsertBuffer()
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// generate data
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for i := 0; i < 10; i++ {
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data := make(map[storage.FieldID]any)
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data[common.RowIDField] = int64(i + 1)
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data[common.TimeStampField] = int64(i + 1)
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data[100] = int64(i + 1)
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vector := lo.RepeatBy(128, func(_ int) float32 {
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return rand.Float32()
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})
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data[101] = vector
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err := buf.Append(data)
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s.Require().NoError(err)
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}
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return buf
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}
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func (s *SyncTaskSuiteV2) getDeleteBuffer() *storage.DeleteData {
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buf := &storage.DeleteData{}
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for i := 0; i < 10; i++ {
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pk := storage.NewInt64PrimaryKey(int64(i + 1))
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ts := tsoutil.ComposeTSByTime(time.Now(), 0)
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buf.Append(pk, ts)
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}
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return buf
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}
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func (s *SyncTaskSuiteV2) getDeleteBufferZeroTs() *storage.DeleteData {
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buf := &storage.DeleteData{}
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for i := 0; i < 10; i++ {
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pk := storage.NewInt64PrimaryKey(int64(i + 1))
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buf.Append(pk, 0)
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}
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return buf
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}
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func (s *SyncTaskSuiteV2) getSuiteSyncTask() *SyncTaskV2 {
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pack := &SyncPack{}
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pack.WithCollectionID(s.collectionID).
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WithPartitionID(s.partitionID).
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WithSegmentID(s.segmentID).
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WithChannelName(s.channelName).
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WithCheckpoint(&msgpb.MsgPosition{
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Timestamp: 1000,
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ChannelName: s.channelName,
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})
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pack.WithInsertData(s.getInsertBuffer()).WithBatchSize(10)
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pack.WithDeleteData(s.getDeleteBuffer())
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storageCache, err := metacache.NewStorageV2Cache(s.schema)
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s.Require().NoError(err)
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s.metacache.EXPECT().Collection().Return(s.collectionID)
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s.metacache.EXPECT().Schema().Return(s.schema)
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serializer, err := NewStorageV2Serializer(storageCache, s.metacache, nil)
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s.Require().NoError(err)
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task, err := serializer.EncodeBuffer(context.Background(), pack)
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s.Require().NoError(err)
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taskV2, ok := task.(*SyncTaskV2)
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s.Require().True(ok)
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taskV2.WithMetaCache(s.metacache)
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return taskV2
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}
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func (s *SyncTaskSuiteV2) TestRunNormal() {
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s.broker.EXPECT().SaveBinlogPaths(mock.Anything, mock.Anything).Return(nil)
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bfs := metacache.NewBloomFilterSet()
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fd, err := storage.NewFieldData(schemapb.DataType_Int64, &schemapb.FieldSchema{
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FieldID: 101,
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Name: "ID",
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IsPrimaryKey: true,
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DataType: schemapb.DataType_Int64,
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})
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s.Require().NoError(err)
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ids := []int64{1, 2, 3, 4, 5, 6, 7}
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for _, id := range ids {
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err = fd.AppendRow(id)
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s.Require().NoError(err)
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}
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bfs.UpdatePKRange(fd)
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seg := metacache.NewSegmentInfo(&datapb.SegmentInfo{}, bfs)
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metacache.UpdateNumOfRows(1000)(seg)
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s.metacache.EXPECT().GetSegmentByID(mock.Anything).Return(seg, true)
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s.metacache.EXPECT().GetSegmentsBy(mock.Anything).Return([]*metacache.SegmentInfo{seg})
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s.metacache.EXPECT().UpdateSegments(mock.Anything, mock.Anything).Return()
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s.Run("without_insert_delete", func() {
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task := s.getSuiteSyncTask()
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task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
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task.WithTimeRange(50, 100)
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task.WithCheckpoint(&msgpb.MsgPosition{
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ChannelName: s.channelName,
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MsgID: []byte{1, 2, 3, 4},
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Timestamp: 100,
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})
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err := task.Run()
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s.NoError(err)
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})
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s.Run("with_insert_delete_cp", func() {
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task := s.getSuiteSyncTask()
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task.WithTimeRange(50, 100)
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task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
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task.WithCheckpoint(&msgpb.MsgPosition{
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ChannelName: s.channelName,
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MsgID: []byte{1, 2, 3, 4},
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Timestamp: 100,
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})
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err := task.Run()
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s.NoError(err)
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})
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}
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func (s *SyncTaskSuiteV2) TestBuildRecord() {
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fieldSchemas := []*schemapb.FieldSchema{
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{FieldID: 1, Name: "field0", DataType: schemapb.DataType_Bool},
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{FieldID: 2, Name: "field1", DataType: schemapb.DataType_Int8},
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{FieldID: 3, Name: "field2", DataType: schemapb.DataType_Int16},
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{FieldID: 4, Name: "field3", DataType: schemapb.DataType_Int32},
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{FieldID: 5, Name: "field4", DataType: schemapb.DataType_Int64},
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{FieldID: 6, Name: "field5", DataType: schemapb.DataType_Float},
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{FieldID: 7, Name: "field6", DataType: schemapb.DataType_Double},
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{FieldID: 8, Name: "field7", DataType: schemapb.DataType_String},
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{FieldID: 9, Name: "field8", DataType: schemapb.DataType_VarChar},
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{FieldID: 10, Name: "field9", DataType: schemapb.DataType_BinaryVector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "8"}}},
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{FieldID: 11, Name: "field10", DataType: schemapb.DataType_FloatVector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "4"}}},
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{FieldID: 12, Name: "field11", DataType: schemapb.DataType_Array, ElementType: schemapb.DataType_Int32},
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{FieldID: 13, Name: "field12", DataType: schemapb.DataType_JSON},
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{FieldID: 14, Name: "field12", DataType: schemapb.DataType_Float16Vector, TypeParams: []*commonpb.KeyValuePair{{Key: "dim", Value: "4"}}},
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}
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schema, err := typeutil.ConvertToArrowSchema(fieldSchemas)
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s.NoError(err)
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b := array.NewRecordBuilder(memory.NewGoAllocator(), schema)
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defer b.Release()
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data := &storage.InsertData{
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Data: map[int64]storage.FieldData{
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1: &storage.BoolFieldData{Data: []bool{true, false}},
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2: &storage.Int8FieldData{Data: []int8{3, 4}},
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3: &storage.Int16FieldData{Data: []int16{3, 4}},
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4: &storage.Int32FieldData{Data: []int32{3, 4}},
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5: &storage.Int64FieldData{Data: []int64{3, 4}},
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6: &storage.FloatFieldData{Data: []float32{3, 4}},
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7: &storage.DoubleFieldData{Data: []float64{3, 4}},
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8: &storage.StringFieldData{Data: []string{"3", "4"}},
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9: &storage.StringFieldData{Data: []string{"3", "4"}},
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10: &storage.BinaryVectorFieldData{Data: []byte{0, 255}, Dim: 8},
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11: &storage.FloatVectorFieldData{
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Data: []float32{4, 5, 6, 7, 4, 5, 6, 7},
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Dim: 4,
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},
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12: &storage.ArrayFieldData{
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ElementType: schemapb.DataType_Int32,
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Data: []*schemapb.ScalarField{
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{
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Data: &schemapb.ScalarField_IntData{
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IntData: &schemapb.IntArray{Data: []int32{3, 2, 1}},
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},
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},
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{
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Data: &schemapb.ScalarField_IntData{
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IntData: &schemapb.IntArray{Data: []int32{6, 5, 4}},
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},
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},
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},
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},
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13: &storage.JSONFieldData{
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Data: [][]byte{
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[]byte(`{"batch":2}`),
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[]byte(`{"key":"world"}`),
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},
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},
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14: &storage.Float16VectorFieldData{
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Data: []byte{0, 255, 0, 255, 0, 255, 0, 255, 0, 255, 0, 255, 0, 255, 0, 255},
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Dim: 4,
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},
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},
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}
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err = typeutil.BuildRecord(b, data, fieldSchemas)
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s.NoError(err)
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s.EqualValues(2, b.NewRecord().NumRows())
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}
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func TestSyncTaskV2(t *testing.T) {
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suite.Run(t, new(SyncTaskSuiteV2))
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}
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