mirror of
https://gitee.com/milvus-io/milvus.git
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449 lines
13 KiB
Go
449 lines
13 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 querynode
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import (
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"fmt"
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"sync"
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"testing"
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"github.com/milvus-io/milvus/internal/proto/internalpb"
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"github.com/bits-and-blooms/bloom/v3"
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"github.com/stretchr/testify/assert"
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"github.com/milvus-io/milvus/internal/common"
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"github.com/milvus-io/milvus/internal/mq/msgstream"
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"github.com/milvus-io/milvus/internal/proto/schemapb"
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"github.com/milvus-io/milvus/internal/storage"
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"github.com/milvus-io/milvus/internal/util/flowgraph"
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)
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func getInsertNode() (*insertNode, error) {
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streaming, err := genSimpleReplica()
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if err != nil {
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return nil, err
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}
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err = streaming.addSegment(defaultSegmentID,
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defaultPartitionID,
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defaultCollectionID,
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defaultDMLChannel,
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segmentTypeGrowing)
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if err != nil {
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return nil, err
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}
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return newInsertNode(streaming, defaultCollectionID, defaultDMLChannel), nil
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}
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func genFlowGraphInsertData(schema *schemapb.CollectionSchema, numRows int) (*insertData, error) {
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insertMsg, err := genSimpleInsertMsg(schema, numRows)
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if err != nil {
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return nil, err
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}
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insertRecord, err := storage.TransferInsertMsgToInsertRecord(schema, insertMsg)
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if err != nil {
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return nil, err
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}
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iData := &insertData{
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insertIDs: map[UniqueID][]UniqueID{
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defaultSegmentID: insertMsg.RowIDs,
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},
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insertTimestamps: map[UniqueID][]Timestamp{
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defaultSegmentID: insertMsg.Timestamps,
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},
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insertRecords: map[UniqueID][]*schemapb.FieldData{
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defaultSegmentID: insertRecord.FieldsData,
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},
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insertOffset: map[UniqueID]int64{
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defaultSegmentID: 0,
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},
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}
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return iData, nil
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}
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func genFlowGraphDeleteData() (*deleteData, error) {
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deleteMsg := genDeleteMsg(defaultCollectionID, schemapb.DataType_Int64, defaultDelLength)
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dData := &deleteData{
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deleteIDs: map[UniqueID][]primaryKey{
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defaultSegmentID: storage.ParseIDs2PrimaryKeys(deleteMsg.PrimaryKeys),
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},
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deleteTimestamps: map[UniqueID][]Timestamp{
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defaultSegmentID: deleteMsg.Timestamps,
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},
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deleteOffset: map[UniqueID]int64{
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defaultSegmentID: 0,
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},
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}
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return dData, nil
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}
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func TestFlowGraphInsertNode_insert(t *testing.T) {
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schema := genTestCollectionSchema()
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t.Run("test insert", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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insertData, err := genFlowGraphInsertData(schema, defaultMsgLength)
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assert.NoError(t, err)
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wg := &sync.WaitGroup{}
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wg.Add(1)
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err = insertNode.insert(insertData, defaultSegmentID, wg)
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assert.NoError(t, err)
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})
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t.Run("test segment insert error", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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insertData, err := genFlowGraphInsertData(schema, defaultMsgLength)
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assert.NoError(t, err)
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wg := &sync.WaitGroup{}
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wg.Add(1)
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insertData.insertRecords[defaultSegmentID] = insertData.insertRecords[defaultSegmentID][:len(insertData.insertRecords[defaultSegmentID])/2]
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err = insertNode.insert(insertData, defaultSegmentID, wg)
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assert.Error(t, err)
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})
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t.Run("test no target segment", func(t *testing.T) {
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streaming, err := genSimpleReplica()
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assert.NoError(t, err)
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insertNode := newInsertNode(streaming, defaultCollectionID, defaultDMLChannel)
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wg := &sync.WaitGroup{}
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wg.Add(1)
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err = insertNode.insert(nil, defaultSegmentID, wg)
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assert.Error(t, err)
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})
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t.Run("test invalid segmentType", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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insertData, err := genFlowGraphInsertData(schema, defaultMsgLength)
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assert.NoError(t, err)
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seg, err := insertNode.metaReplica.getSegmentByID(defaultSegmentID, segmentTypeGrowing)
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assert.NoError(t, err)
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seg.setType(segmentTypeSealed)
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wg := &sync.WaitGroup{}
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wg.Add(1)
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err = insertNode.insert(insertData, defaultSegmentID, wg)
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assert.Error(t, err)
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})
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}
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func TestFlowGraphInsertNode_delete(t *testing.T) {
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schema := genTestCollectionSchema()
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t.Run("test insert and delete", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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insertData, err := genFlowGraphInsertData(schema, defaultMsgLength)
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assert.NoError(t, err)
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wg := &sync.WaitGroup{}
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wg.Add(1)
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err = insertNode.insert(insertData, defaultSegmentID, wg)
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assert.NoError(t, err)
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deleteData, err := genFlowGraphDeleteData()
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assert.NoError(t, err)
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wg.Add(1)
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err = insertNode.delete(deleteData, defaultSegmentID, wg)
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assert.NoError(t, err)
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})
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t.Run("test only delete", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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deleteData, err := genFlowGraphDeleteData()
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assert.NoError(t, err)
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wg := &sync.WaitGroup{}
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wg.Add(1)
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err = insertNode.delete(deleteData, defaultSegmentID, wg)
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assert.NoError(t, err)
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})
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t.Run("test segment delete error", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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deleteData, err := genFlowGraphDeleteData()
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assert.NoError(t, err)
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wg := &sync.WaitGroup{}
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wg.Add(1)
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deleteData.deleteTimestamps[defaultSegmentID] = deleteData.deleteTimestamps[defaultSegmentID][:len(deleteData.deleteTimestamps)/2]
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err = insertNode.delete(deleteData, defaultSegmentID, wg)
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assert.Error(t, err)
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})
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t.Run("test no target segment", func(t *testing.T) {
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streaming, err := genSimpleReplica()
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assert.NoError(t, err)
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insertNode := newInsertNode(streaming, defaultCollectionID, defaultDMLChannel)
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wg := &sync.WaitGroup{}
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wg.Add(1)
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err = insertNode.delete(nil, defaultSegmentID, wg)
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assert.Error(t, err)
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})
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}
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func TestFlowGraphInsertNode_processDeleteMessages(t *testing.T) {
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t.Run("test processDeleteMessages", func(t *testing.T) {
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streaming, err := genSimpleReplica()
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assert.NoError(t, err)
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dMsg := genDeleteMsg(defaultCollectionID, schemapb.DataType_Int64, defaultDelLength)
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dData, err := genFlowGraphDeleteData()
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assert.NoError(t, err)
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err = processDeleteMessages(streaming, segmentTypeGrowing, dMsg, dData)
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assert.NoError(t, err)
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})
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t.Run("test processDeleteMessages", func(t *testing.T) {
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streaming, err := genSimpleReplica()
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assert.NoError(t, err)
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dMsg := genDeleteMsg(defaultCollectionID, schemapb.DataType_Int64, defaultDelLength)
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dData, err := genFlowGraphDeleteData()
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assert.NoError(t, err)
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err = processDeleteMessages(streaming, segmentTypeGrowing, dMsg, dData)
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assert.NoError(t, err)
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})
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}
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func TestFlowGraphInsertNode_operate(t *testing.T) {
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schema := genTestCollectionSchema()
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genMsgStreamInsertMsg := func() *msgstream.InsertMsg {
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iMsg, err := genSimpleInsertMsg(schema, defaultMsgLength)
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assert.NoError(t, err)
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return iMsg
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}
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genInsertMsg := func() *insertMsg {
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msgInsertMsg := genMsgStreamInsertMsg()
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msgDeleteMsg := genDeleteMsg(defaultCollectionID, schemapb.DataType_Int64, defaultDelLength)
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iMsg := insertMsg{
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insertMessages: []*msgstream.InsertMsg{
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msgInsertMsg,
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},
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deleteMessages: []*msgstream.DeleteMsg{
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msgDeleteMsg,
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},
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}
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return &iMsg
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}
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t.Run("test operate", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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msg := []flowgraph.Msg{genInsertMsg()}
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insertNode.Operate(msg)
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s, err := insertNode.metaReplica.getSegmentByID(defaultSegmentID, segmentTypeGrowing)
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assert.Nil(t, err)
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buf := make([]byte, 8)
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for i := 0; i < defaultMsgLength; i++ {
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common.Endian.PutUint64(buf, uint64(i))
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assert.True(t, s.pkFilter.Test(buf))
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}
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})
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t.Run("test invalid partitionID", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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msgDeleteMsg := genDeleteMsg(defaultCollectionID, schemapb.DataType_Int64, defaultDelLength)
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msgDeleteMsg.PartitionID = common.InvalidPartitionID
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assert.NoError(t, err)
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iMsg := insertMsg{
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deleteMessages: []*msgstream.DeleteMsg{
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msgDeleteMsg,
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},
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}
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msg := []flowgraph.Msg{&iMsg}
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insertNode.Operate(msg)
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})
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t.Run("test collection partition not exist", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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msgDeleteMsg := genDeleteMsg(defaultCollectionID, schemapb.DataType_Int64, defaultDelLength)
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msgDeleteMsg.CollectionID = 9999
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msgDeleteMsg.PartitionID = -1
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assert.NoError(t, err)
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iMsg := insertMsg{
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deleteMessages: []*msgstream.DeleteMsg{
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msgDeleteMsg,
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},
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}
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msg := []flowgraph.Msg{&iMsg}
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assert.Panics(t, func() {
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insertNode.Operate(msg)
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})
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})
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t.Run("test partition not exist", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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msgDeleteMsg := genDeleteMsg(defaultCollectionID, schemapb.DataType_Int64, defaultDelLength)
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msgDeleteMsg.PartitionID = 9999
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assert.NoError(t, err)
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iMsg := insertMsg{
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deleteMessages: []*msgstream.DeleteMsg{
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msgDeleteMsg,
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},
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}
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msg := []flowgraph.Msg{&iMsg}
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assert.Panics(t, func() {
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insertNode.Operate(msg)
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})
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})
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t.Run("test invalid input length", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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msg := []flowgraph.Msg{genInsertMsg(), genInsertMsg()}
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insertNode.Operate(msg)
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})
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t.Run("test getCollectionByID failed", func(t *testing.T) {
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streaming, err := genSimpleReplica()
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assert.NoError(t, err)
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insertNode := newInsertNode(streaming, defaultCollectionID, defaultDMLChannel)
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msg := []flowgraph.Msg{genInsertMsg()}
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err = insertNode.metaReplica.removeCollection(defaultCollectionID)
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assert.NoError(t, err)
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assert.Panics(t, func() {
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insertNode.Operate(msg)
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})
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})
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t.Run("test TransferInsertMsgToInsertRecord failed", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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col, err := insertNode.metaReplica.getCollectionByID(defaultCollectionID)
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assert.NoError(t, err)
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for i, field := range col.schema.GetFields() {
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if field.DataType == schemapb.DataType_FloatVector {
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col.schema.Fields[i].TypeParams = nil
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}
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}
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iMsg := genInsertMsg()
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iMsg.insertMessages[0].Version = internalpb.InsertDataVersion_RowBased
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msg := []flowgraph.Msg{iMsg}
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assert.Panics(t, func() {
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insertNode.Operate(msg)
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})
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})
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t.Run("test getPrimaryKeys failed", func(t *testing.T) {
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insertNode, err := getInsertNode()
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assert.NoError(t, err)
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iMsg := genInsertMsg()
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iMsg.insertMessages[0].NumRows = 0
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msg := []flowgraph.Msg{iMsg}
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assert.Panics(t, func() {
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insertNode.Operate(msg)
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})
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})
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}
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func TestFilterSegmentsByPKs(t *testing.T) {
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t.Run("filter int64 pks", func(t *testing.T) {
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buf := make([]byte, 8)
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filter := bloom.NewWithEstimates(1000000, 0.01)
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for i := 0; i < 3; i++ {
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common.Endian.PutUint64(buf, uint64(i))
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filter.Add(buf)
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}
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segment := &Segment{
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segmentID: 1,
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pkFilter: filter,
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}
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pk0 := newInt64PrimaryKey(0)
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pk1 := newInt64PrimaryKey(1)
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pk2 := newInt64PrimaryKey(2)
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pk3 := newInt64PrimaryKey(3)
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pk4 := newInt64PrimaryKey(4)
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timestamps := []uint64{1, 1, 1, 1, 1}
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pks, _, err := filterSegmentsByPKs([]primaryKey{pk0, pk1, pk2, pk3, pk4}, timestamps, segment)
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assert.Nil(t, err)
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assert.Equal(t, len(pks), 3)
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pks, _, err = filterSegmentsByPKs([]primaryKey{}, timestamps, segment)
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assert.Nil(t, err)
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assert.Equal(t, len(pks), 0)
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_, _, err = filterSegmentsByPKs(nil, timestamps, segment)
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assert.NoError(t, err)
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_, _, err = filterSegmentsByPKs([]primaryKey{pk0, pk1, pk2, pk3, pk4}, timestamps, nil)
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assert.NotNil(t, err)
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})
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t.Run("filter varChar pks", func(t *testing.T) {
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filter := bloom.NewWithEstimates(1000000, 0.01)
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for i := 0; i < 3; i++ {
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filter.AddString(fmt.Sprintf("test%d", i))
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}
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segment := &Segment{
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segmentID: 1,
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pkFilter: filter,
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}
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pk0 := newVarCharPrimaryKey("test0")
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pk1 := newVarCharPrimaryKey("test1")
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pk2 := newVarCharPrimaryKey("test2")
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pk3 := newVarCharPrimaryKey("test3")
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pk4 := newVarCharPrimaryKey("test4")
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timestamps := []uint64{1, 1, 1, 1, 1}
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pks, _, err := filterSegmentsByPKs([]primaryKey{pk0, pk1, pk2, pk3, pk4}, timestamps, segment)
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assert.Nil(t, err)
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assert.Equal(t, len(pks), 3)
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pks, _, err = filterSegmentsByPKs([]primaryKey{}, timestamps, segment)
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assert.Nil(t, err)
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assert.Equal(t, len(pks), 0)
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_, _, err = filterSegmentsByPKs(nil, timestamps, segment)
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assert.NoError(t, err)
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_, _, err = filterSegmentsByPKs([]primaryKey{pk0, pk1, pk2, pk3, pk4}, timestamps, nil)
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assert.NotNil(t, err)
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})
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}
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