mirror of
https://gitee.com/milvus-io/milvus.git
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1057 lines
31 KiB
Go
1057 lines
31 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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"context"
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"fmt"
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"log"
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"math"
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"sync"
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"testing"
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"github.com/milvus-io/milvus/internal/proto/commonpb"
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"github.com/milvus-io/milvus/internal/storage"
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"github.com/golang/protobuf/proto"
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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/proto/datapb"
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"github.com/milvus-io/milvus/internal/proto/planpb"
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"github.com/milvus-io/milvus/internal/proto/querypb"
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"github.com/milvus-io/milvus/internal/proto/schemapb"
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"github.com/milvus-io/milvus/internal/proto/segcorepb"
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"github.com/milvus-io/milvus/internal/util/funcutil"
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)
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//-------------------------------------------------------------------------------------- constructor and destructor
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func TestSegment_newSegment(t *testing.T) {
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collectionID := UniqueID(0)
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pkType := schemapb.DataType_Int64
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schema := genTestCollectionSchema(pkType)
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collectionMeta := genCollectionMeta(collectionID, schema)
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collection := newCollection(collectionMeta.ID, collectionMeta.Schema)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment, err := newSegment(collection, segmentID, defaultPartitionID, collectionID, "", segmentTypeGrowing)
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assert.Nil(t, err)
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assert.Equal(t, segmentID, segment.segmentID)
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deleteSegment(segment)
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deleteCollection(collection)
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t.Run("test invalid type", func(t *testing.T) {
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_, err = newSegment(collection,
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defaultSegmentID,
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defaultPartitionID,
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collectionID, "", 100)
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assert.Error(t, err)
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})
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}
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func TestSegment_deleteSegment(t *testing.T) {
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collectionID := UniqueID(0)
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pkType := schemapb.DataType_Int64
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schema := genTestCollectionSchema(pkType)
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collectionMeta := genCollectionMeta(collectionID, schema)
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collection := newCollection(collectionMeta.ID, schema)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment, err := newSegment(collection, segmentID, defaultPartitionID, collectionID, "", segmentTypeGrowing)
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assert.Equal(t, segmentID, segment.segmentID)
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assert.Nil(t, err)
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deleteSegment(segment)
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deleteCollection(collection)
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t.Run("test delete nil ptr", func(t *testing.T) {
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s, err := genSimpleSealedSegment(defaultMsgLength)
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assert.NoError(t, err)
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s.segmentPtr = nil
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deleteSegment(s)
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})
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}
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//-------------------------------------------------------------------------------------- stats functions
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func TestSegment_getRowCount(t *testing.T) {
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collectionID := UniqueID(0)
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pkType := schemapb.DataType_Int64
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schema := genTestCollectionSchema(pkType)
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collection := newCollection(collectionID, schema)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment, err := newSegment(collection, segmentID, defaultPartitionID, collectionID, "", segmentTypeGrowing)
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assert.Equal(t, segmentID, segment.segmentID)
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assert.Nil(t, err)
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insertMsg, err := genSimpleInsertMsg(schema, defaultMsgLength)
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assert.NoError(t, err)
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insertRecord := &segcorepb.InsertRecord{
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FieldsData: insertMsg.FieldsData,
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NumRows: int64(insertMsg.NumRows),
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}
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offset, err := segment.segmentPreInsert(defaultMsgLength)
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assert.Nil(t, err)
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assert.GreaterOrEqual(t, offset, int64(0))
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err = segment.segmentInsert(offset, insertMsg.RowIDs, insertMsg.Timestamps, insertRecord)
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assert.NoError(t, err)
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rowCount := segment.getRowCount()
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assert.Equal(t, int64(defaultMsgLength), rowCount)
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deleteSegment(segment)
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deleteCollection(collection)
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t.Run("test getRowCount nil ptr", func(t *testing.T) {
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s, err := genSimpleSealedSegment(defaultMsgLength)
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assert.NoError(t, err)
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s.segmentPtr = nil
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res := s.getRowCount()
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assert.Equal(t, int64(-1), res)
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})
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}
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func TestSegment_retrieve(t *testing.T) {
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collectionID := UniqueID(0)
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pkType := schemapb.DataType_Int64
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schema := genTestCollectionSchema(pkType)
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collection := newCollection(collectionID, schema)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment, err := newSegment(collection, segmentID, defaultPartitionID, collectionID, "", segmentTypeGrowing)
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assert.Equal(t, segmentID, segment.segmentID)
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assert.Nil(t, err)
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insertMsg, err := genSimpleInsertMsg(schema, defaultMsgLength)
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assert.NoError(t, err)
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insertRecord := &segcorepb.InsertRecord{
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FieldsData: insertMsg.FieldsData,
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NumRows: int64(insertMsg.NumRows),
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}
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offset, err := segment.segmentPreInsert(defaultMsgLength)
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assert.Nil(t, err)
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assert.Equal(t, offset, int64(0))
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err = segment.segmentInsert(offset, insertMsg.RowIDs, insertMsg.Timestamps, insertRecord)
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assert.NoError(t, err)
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planNode := &planpb.PlanNode{
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Node: &planpb.PlanNode_Predicates{
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Predicates: &planpb.Expr{
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Expr: &planpb.Expr_TermExpr{
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TermExpr: &planpb.TermExpr{
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ColumnInfo: &planpb.ColumnInfo{
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FieldId: simpleInt32Field.id,
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DataType: simpleInt32Field.dataType,
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},
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Values: []*planpb.GenericValue{
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{
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Val: &planpb.GenericValue_Int64Val{
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Int64Val: 1,
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},
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},
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{
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Val: &planpb.GenericValue_Int64Val{
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Int64Val: 2,
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},
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},
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{
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Val: &planpb.GenericValue_Int64Val{
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Int64Val: 3,
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},
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},
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},
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},
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},
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},
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},
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OutputFieldIds: []FieldID{simpleInt32Field.id},
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}
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// reqIds := &segcorepb.RetrieveRequest{
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// Ids: &schemapb.IDs{
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// IdField: &schemapb.IDs_IntId{
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// IntId: &schemapb.LongArray{
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// Data: []int64{2, 3, 1},
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// },
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// },
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// },
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// OutputFieldsId: []int64{100},
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// }
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planExpr, err := proto.Marshal(planNode)
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assert.NoError(t, err)
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plan, err := createRetrievePlanByExpr(collection, planExpr, 100)
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defer plan.delete()
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assert.NoError(t, err)
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res, err := segment.retrieve(plan)
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assert.NoError(t, err)
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assert.Equal(t, res.GetFieldsData()[0].GetScalars().Data.(*schemapb.ScalarField_IntData).IntData.Data, []int32{1, 2, 3})
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}
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func TestSegment_getDeletedCount(t *testing.T) {
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collectionID := UniqueID(0)
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pkType := schemapb.DataType_Int64
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schema := genTestCollectionSchema(pkType)
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collection := newCollection(collectionID, schema)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment, err := newSegment(collection, segmentID, defaultPartitionID, collectionID, "", segmentTypeGrowing)
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assert.Equal(t, segmentID, segment.segmentID)
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assert.Nil(t, err)
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insertMsg, err := genSimpleInsertMsg(schema, defaultMsgLength)
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assert.NoError(t, err)
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insertRecord := &segcorepb.InsertRecord{
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FieldsData: insertMsg.FieldsData,
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NumRows: int64(insertMsg.NumRows),
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}
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offsetInsert, err := segment.segmentPreInsert(defaultMsgLength)
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assert.Nil(t, err)
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assert.GreaterOrEqual(t, offsetInsert, int64(0))
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err = segment.segmentInsert(offsetInsert, insertMsg.RowIDs, insertMsg.Timestamps, insertRecord)
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assert.NoError(t, err)
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var offsetDelete = segment.segmentPreDelete(10)
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assert.GreaterOrEqual(t, offsetDelete, int64(0))
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pks, err := getPKs(insertMsg, collection.schema)
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assert.NoError(t, err)
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err = segment.segmentDelete(offsetDelete, pks, insertMsg.Timestamps)
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assert.NoError(t, err)
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var deletedCount = segment.getDeletedCount()
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// TODO: assert.Equal(t, deletedCount, len(ids))
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assert.Equal(t, deletedCount, int64(0))
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deleteCollection(collection)
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t.Run("test getDeletedCount nil ptr", func(t *testing.T) {
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s, err := genSimpleSealedSegment(defaultMsgLength)
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assert.NoError(t, err)
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s.segmentPtr = nil
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res := s.getDeletedCount()
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assert.Equal(t, int64(-1), res)
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})
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}
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func TestSegment_getMemSize(t *testing.T) {
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collectionID := UniqueID(0)
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pkType := schemapb.DataType_Int64
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schema := genTestCollectionSchema(pkType)
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collection := newCollection(collectionID, schema)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment, err := newSegment(collection, segmentID, defaultPartitionID, collectionID, "", segmentTypeGrowing)
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assert.Equal(t, segmentID, segment.segmentID)
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assert.Nil(t, err)
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insertMsg, err := genSimpleInsertMsg(schema, defaultMsgLength)
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assert.NoError(t, err)
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insertRecord := &segcorepb.InsertRecord{
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FieldsData: insertMsg.FieldsData,
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NumRows: int64(insertMsg.NumRows),
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}
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offsetInsert, err := segment.segmentPreInsert(defaultMsgLength)
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assert.Nil(t, err)
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assert.GreaterOrEqual(t, offsetInsert, int64(0))
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err = segment.segmentInsert(offsetInsert, insertMsg.RowIDs, insertMsg.Timestamps, insertRecord)
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assert.NoError(t, err)
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var memSize = segment.getMemSize()
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// assert.Equal(t, memSize, int64(18776064))
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// not accurate, configuration-dependent.
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fmt.Printf("memory size of segment: %d\n", memSize)
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deleteSegment(segment)
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deleteCollection(collection)
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}
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//-------------------------------------------------------------------------------------- dm & search functions
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func TestSegment_segmentInsert(t *testing.T) {
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collectionID := UniqueID(0)
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pkType := schemapb.DataType_Int64
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schema := genTestCollectionSchema(pkType)
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collection := newCollection(collectionID, schema)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment, err := newSegment(collection, segmentID, defaultPartitionID, collectionID, "", segmentTypeGrowing)
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assert.Equal(t, segmentID, segment.segmentID)
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assert.Nil(t, err)
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insertMsg, err := genSimpleInsertMsg(schema, defaultMsgLength)
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assert.NoError(t, err)
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insertRecord := &segcorepb.InsertRecord{
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FieldsData: insertMsg.FieldsData,
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NumRows: int64(insertMsg.NumRows),
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}
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offsetInsert, err := segment.segmentPreInsert(defaultMsgLength)
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assert.Nil(t, err)
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assert.GreaterOrEqual(t, offsetInsert, int64(0))
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err = segment.segmentInsert(offsetInsert, insertMsg.RowIDs, insertMsg.Timestamps, insertRecord)
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assert.NoError(t, err)
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deleteSegment(segment)
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deleteCollection(collection)
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t.Run("test nil segment", func(t *testing.T) {
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segment, err := genSimpleSealedSegment(defaultMsgLength)
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assert.NoError(t, err)
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segment.setType(segmentTypeGrowing)
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segment.segmentPtr = nil
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err = segment.segmentInsert(0, nil, nil, nil)
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assert.Error(t, err)
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})
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t.Run("test invalid segment type", func(t *testing.T) {
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segment, err := genSimpleSealedSegment(defaultMsgLength)
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assert.NoError(t, err)
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err = segment.segmentInsert(0, nil, nil, nil)
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assert.Error(t, err)
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})
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}
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func TestSegment_segmentDelete(t *testing.T) {
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collectionID := UniqueID(0)
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pkType := schemapb.DataType_Int64
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schema := genTestCollectionSchema(pkType)
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collection := newCollection(collectionID, schema)
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assert.Equal(t, collection.ID(), collectionID)
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segmentID := UniqueID(0)
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segment, err := newSegment(collection, segmentID, defaultPartitionID, collectionID, "", segmentTypeGrowing)
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assert.Equal(t, segmentID, segment.segmentID)
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assert.Nil(t, err)
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insertMsg, err := genSimpleInsertMsg(schema, defaultMsgLength)
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assert.NoError(t, err)
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insertRecord := &segcorepb.InsertRecord{
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FieldsData: insertMsg.FieldsData,
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NumRows: int64(insertMsg.NumRows),
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}
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offsetInsert, err := segment.segmentPreInsert(defaultMsgLength)
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assert.Nil(t, err)
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assert.GreaterOrEqual(t, offsetInsert, int64(0))
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err = segment.segmentInsert(offsetInsert, insertMsg.RowIDs, insertMsg.Timestamps, insertRecord)
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assert.NoError(t, err)
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var offsetDelete = segment.segmentPreDelete(10)
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assert.GreaterOrEqual(t, offsetDelete, int64(0))
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pks, err := getPKs(insertMsg, schema)
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assert.NoError(t, err)
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err = segment.segmentDelete(offsetDelete, pks, insertMsg.Timestamps)
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assert.NoError(t, err)
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deleteCollection(collection)
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}
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func TestSegment_segmentSearch(t *testing.T) {
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nq := int64(10)
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ctx, cancel := context.WithCancel(context.Background())
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defer cancel()
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node, err := genSimpleQueryNode(ctx)
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assert.NoError(t, err)
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collection, err := node.historical.getCollectionByID(defaultCollectionID)
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assert.NoError(t, err)
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segment, err := node.historical.getSegmentByID(defaultSegmentID)
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assert.NoError(t, err)
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// TODO: replace below by genPlaceholderGroup(nq)
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vec := generateFloatVectors(1, defaultDim)
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var searchRawData []byte
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for i, ele := range vec {
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buf := make([]byte, 4)
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common.Endian.PutUint32(buf, math.Float32bits(ele+float32(i*2)))
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searchRawData = append(searchRawData, buf...)
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}
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placeholderValue := commonpb.PlaceholderValue{
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Tag: "$0",
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Type: commonpb.PlaceholderType_FloatVector,
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Values: [][]byte{},
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}
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for i := 0; i < int(nq); i++ {
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placeholderValue.Values = append(placeholderValue.Values, searchRawData)
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}
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placeholderGroup := commonpb.PlaceholderGroup{
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Placeholders: []*commonpb.PlaceholderValue{&placeholderValue},
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}
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placeGroupByte, err := proto.Marshal(&placeholderGroup)
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if err != nil {
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log.Print("marshal placeholderGroup failed")
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}
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dslString := "{\"bool\": { \n\"vector\": {\n \"floatVectorField\": {\n \"metric_type\": \"L2\", \n \"params\": {\n \"nprobe\": 10 \n},\n \"query\": \"$0\",\n \"topk\": 10 \n,\"round_decimal\": 6\n } \n } \n } \n }"
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plan, err := createSearchPlan(collection, dslString)
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assert.NoError(t, err)
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req, err := parseSearchRequest(plan, placeGroupByte)
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assert.NoError(t, err)
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searchResult, err := segment.search(req)
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assert.NoError(t, err)
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err = checkSearchResult(nq, plan, searchResult)
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assert.NoError(t, err)
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req.delete()
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deleteSegment(segment)
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deleteCollection(collection)
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}
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|
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//-------------------------------------------------------------------------------------- preDm functions
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func TestSegment_segmentPreInsert(t *testing.T) {
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collectionID := UniqueID(0)
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pkType := schemapb.DataType_Int64
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schema := genTestCollectionSchema(pkType)
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collection := newCollection(collectionID, schema)
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assert.Equal(t, collection.ID(), collectionID)
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|
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segmentID := UniqueID(0)
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segment, err := newSegment(collection, segmentID, defaultPartitionID, collectionID, "", segmentTypeGrowing)
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assert.Equal(t, segmentID, segment.segmentID)
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assert.Nil(t, err)
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offset, err := segment.segmentPreInsert(defaultMsgLength)
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assert.Nil(t, err)
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assert.GreaterOrEqual(t, offset, int64(0))
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|
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deleteSegment(segment)
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deleteCollection(collection)
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}
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|
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func TestSegment_segmentPreDelete(t *testing.T) {
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collectionID := UniqueID(0)
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pkType := schemapb.DataType_Int64
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schema := genTestCollectionSchema(pkType)
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collection := newCollection(collectionID, schema)
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assert.Equal(t, collection.ID(), collectionID)
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|
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segmentID := UniqueID(0)
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segment, err := newSegment(collection, segmentID, defaultPartitionID, collectionID, "", segmentTypeGrowing)
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assert.Equal(t, segmentID, segment.segmentID)
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assert.Nil(t, err)
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insertMsg, err := genSimpleInsertMsg(schema, defaultMsgLength)
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assert.NoError(t, err)
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insertRecord := &segcorepb.InsertRecord{
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FieldsData: insertMsg.FieldsData,
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NumRows: int64(insertMsg.NumRows),
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}
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|
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offsetInsert, err := segment.segmentPreInsert(defaultMsgLength)
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assert.Nil(t, err)
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assert.GreaterOrEqual(t, offsetInsert, int64(0))
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err = segment.segmentInsert(offsetInsert, insertMsg.RowIDs, insertMsg.Timestamps, insertRecord)
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assert.NoError(t, err)
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|
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var offsetDelete = segment.segmentPreDelete(10)
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assert.GreaterOrEqual(t, offsetDelete, int64(0))
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|
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deleteSegment(segment)
|
|
deleteCollection(collection)
|
|
}
|
|
|
|
func TestSegment_segmentLoadDeletedRecord(t *testing.T) {
|
|
fieldParam := constFieldParam{
|
|
id: 100,
|
|
dataType: schemapb.DataType_Int64,
|
|
}
|
|
field := genPKFieldSchema(fieldParam)
|
|
schema := &schemapb.CollectionSchema{
|
|
Name: defaultCollectionName,
|
|
AutoID: false,
|
|
Fields: []*schemapb.FieldSchema{
|
|
field,
|
|
},
|
|
}
|
|
|
|
seg, err := newSegment(newCollection(defaultCollectionID, schema),
|
|
defaultSegmentID,
|
|
defaultPartitionID,
|
|
defaultCollectionID,
|
|
defaultDMLChannel,
|
|
segmentTypeSealed)
|
|
assert.Nil(t, err)
|
|
ids := []int64{1, 2, 3}
|
|
pks := make([]primaryKey, 0)
|
|
for _, id := range ids {
|
|
pks = append(pks, newInt64PrimaryKey(id))
|
|
}
|
|
timestamps := []Timestamp{10, 10, 10}
|
|
var rowCount int64 = 3
|
|
err = seg.segmentLoadDeletedRecord(pks, timestamps, rowCount)
|
|
assert.NoError(t, err)
|
|
}
|
|
|
|
func TestSegment_segmentLoadFieldData(t *testing.T) {
|
|
pkType := schemapb.DataType_Int64
|
|
schema := genTestCollectionSchema(pkType)
|
|
_, err := genSealedSegment(schema,
|
|
defaultCollectionID,
|
|
defaultPartitionID,
|
|
defaultSegmentID,
|
|
defaultDMLChannel,
|
|
defaultMsgLength)
|
|
assert.NoError(t, err)
|
|
}
|
|
|
|
func TestSegment_ConcurrentOperation(t *testing.T) {
|
|
const N = 16
|
|
var ages = []int32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16}
|
|
|
|
ageData := &schemapb.FieldData{
|
|
Type: simpleInt32Field.dataType,
|
|
FieldId: simpleInt32Field.id,
|
|
Field: &schemapb.FieldData_Scalars{
|
|
Scalars: &schemapb.ScalarField{
|
|
Data: &schemapb.ScalarField_IntData{
|
|
IntData: &schemapb.IntArray{
|
|
Data: ages,
|
|
},
|
|
},
|
|
},
|
|
},
|
|
}
|
|
|
|
collectionID := UniqueID(0)
|
|
partitionID := UniqueID(0)
|
|
pkType := schemapb.DataType_Int64
|
|
schema := genTestCollectionSchema(pkType)
|
|
collection := newCollection(collectionID, schema)
|
|
assert.Equal(t, collection.ID(), collectionID)
|
|
|
|
wg := sync.WaitGroup{}
|
|
for i := 0; i < 100; i++ {
|
|
segmentID := UniqueID(i)
|
|
segment, err := newSegment(collection, segmentID, partitionID, collectionID, "", segmentTypeSealed)
|
|
assert.Equal(t, segmentID, segment.segmentID)
|
|
assert.Equal(t, partitionID, segment.partitionID)
|
|
assert.Nil(t, err)
|
|
|
|
wg.Add(2)
|
|
go func() {
|
|
deleteSegment(segment)
|
|
wg.Done()
|
|
}()
|
|
go func() {
|
|
// segmentLoadFieldData result error may be nil or not, we just expected this test would not crash.
|
|
_ = segment.segmentLoadFieldData(simpleInt32Field.id, N, ageData)
|
|
wg.Done()
|
|
}()
|
|
}
|
|
wg.Wait()
|
|
deleteCollection(collection)
|
|
}
|
|
|
|
func TestSegment_indexInfo(t *testing.T) {
|
|
ctx, cancel := context.WithCancel(context.Background())
|
|
defer cancel()
|
|
|
|
h, err := genSimpleHistorical(ctx)
|
|
assert.NoError(t, err)
|
|
|
|
seg, err := h.getSegmentByID(defaultSegmentID)
|
|
assert.NoError(t, err)
|
|
|
|
fieldID := simpleFloatVecField.id
|
|
|
|
indexName := "query-node-test-index"
|
|
indexParam := make(map[string]string)
|
|
indexParam["index_type"] = "IVF_PQ"
|
|
indexParam["index_mode"] = "cpu"
|
|
indexPaths := []string{"query-node-test-index-path"}
|
|
indexID := UniqueID(0)
|
|
buildID := UniqueID(0)
|
|
|
|
indexInfo := &querypb.FieldIndexInfo{
|
|
IndexName: indexName,
|
|
IndexParams: funcutil.Map2KeyValuePair(indexParam),
|
|
IndexFilePaths: indexPaths,
|
|
IndexID: indexID,
|
|
BuildID: buildID,
|
|
}
|
|
|
|
seg.setIndexedFieldInfo(fieldID, &IndexedFieldInfo{indexInfo: indexInfo})
|
|
|
|
fieldInfo, err := seg.getIndexedFieldInfo(fieldID)
|
|
assert.Nil(t, err)
|
|
info := fieldInfo.indexInfo
|
|
assert.Equal(t, indexName, info.IndexName)
|
|
params := funcutil.KeyValuePair2Map(indexInfo.IndexParams)
|
|
assert.Equal(t, len(indexParam), len(params))
|
|
assert.Equal(t, indexParam["index_type"], params["index_type"])
|
|
assert.Equal(t, indexParam["index_mode"], params["index_mode"])
|
|
assert.Equal(t, len(indexPaths), len(info.IndexFilePaths))
|
|
assert.Equal(t, indexPaths[0], info.IndexFilePaths[0])
|
|
assert.Equal(t, indexID, info.IndexID)
|
|
assert.Equal(t, buildID, info.BuildID)
|
|
}
|
|
|
|
func TestSegment_BasicMetrics(t *testing.T) {
|
|
pkType := schemapb.DataType_Int64
|
|
schema := genTestCollectionSchema(pkType)
|
|
collection := newCollection(defaultCollectionID, schema)
|
|
segment, err := newSegment(collection,
|
|
defaultSegmentID,
|
|
defaultPartitionID,
|
|
defaultCollectionID,
|
|
defaultDMLChannel,
|
|
segmentTypeSealed)
|
|
assert.Nil(t, err)
|
|
|
|
t.Run("test id binlog row size", func(t *testing.T) {
|
|
size := int64(1024)
|
|
segment.setIDBinlogRowSizes([]int64{size})
|
|
sizes := segment.getIDBinlogRowSizes()
|
|
assert.Len(t, sizes, 1)
|
|
assert.Equal(t, size, sizes[0])
|
|
})
|
|
|
|
t.Run("test type", func(t *testing.T) {
|
|
sType := segmentTypeGrowing
|
|
segment.setType(sType)
|
|
resType := segment.getType()
|
|
assert.Equal(t, sType, resType)
|
|
})
|
|
|
|
t.Run("test IndexedFieldInfo", func(t *testing.T) {
|
|
fieldID := rowIDFieldID
|
|
info := &IndexedFieldInfo{
|
|
fieldBinlog: &datapb.FieldBinlog{
|
|
FieldID: fieldID,
|
|
Binlogs: []*datapb.Binlog{},
|
|
},
|
|
}
|
|
segment.setIndexedFieldInfo(fieldID, info)
|
|
resInfo, err := segment.getIndexedFieldInfo(fieldID)
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, info, resInfo)
|
|
|
|
_, err = segment.getIndexedFieldInfo(FieldID(1000))
|
|
assert.Error(t, err)
|
|
})
|
|
}
|
|
|
|
func TestSegment_fillIndexedFieldsData(t *testing.T) {
|
|
ctx, cancel := context.WithCancel(context.Background())
|
|
defer cancel()
|
|
|
|
pkType := schemapb.DataType_Int64
|
|
schema := genTestCollectionSchema(pkType)
|
|
collection := newCollection(defaultCollectionID, schema)
|
|
segment, err := newSegment(collection,
|
|
defaultSegmentID,
|
|
defaultPartitionID,
|
|
defaultCollectionID,
|
|
defaultDMLChannel,
|
|
segmentTypeSealed)
|
|
assert.Nil(t, err)
|
|
|
|
vecCM, err := genVectorChunkManager(ctx, collection)
|
|
assert.NoError(t, err)
|
|
|
|
t.Run("test fillIndexedFieldsData float-vector invalid vectorChunkManager", func(t *testing.T) {
|
|
fieldID := FieldID(100)
|
|
fieldName := "float-vector-field-0"
|
|
info := &IndexedFieldInfo{
|
|
fieldBinlog: &datapb.FieldBinlog{
|
|
FieldID: fieldID,
|
|
Binlogs: []*datapb.Binlog{},
|
|
},
|
|
indexInfo: &querypb.FieldIndexInfo{EnableIndex: true},
|
|
}
|
|
segment.setIndexedFieldInfo(fieldID, info)
|
|
fieldData := []*schemapb.FieldData{
|
|
{
|
|
Type: schemapb.DataType_FloatVector,
|
|
FieldName: fieldName,
|
|
FieldId: fieldID,
|
|
Field: &schemapb.FieldData_Vectors{
|
|
Vectors: &schemapb.VectorField{
|
|
Dim: defaultDim,
|
|
Data: &schemapb.VectorField_FloatVector{
|
|
FloatVector: &schemapb.FloatArray{
|
|
Data: []float32{1.1, 2.2, 3.3, 4.4},
|
|
},
|
|
},
|
|
},
|
|
},
|
|
},
|
|
}
|
|
result := &segcorepb.RetrieveResults{
|
|
Ids: &schemapb.IDs{},
|
|
Offset: []int64{0},
|
|
FieldsData: fieldData,
|
|
}
|
|
err = segment.fillIndexedFieldsData(defaultCollectionID, vecCM, result)
|
|
assert.Error(t, err)
|
|
})
|
|
}
|
|
|
|
func Test_getFieldDataPath(t *testing.T) {
|
|
indexedFieldInfo := &IndexedFieldInfo{
|
|
fieldBinlog: &datapb.FieldBinlog{
|
|
FieldID: 0,
|
|
Binlogs: []*datapb.Binlog{
|
|
{
|
|
LogPath: funcutil.GenRandomStr(),
|
|
},
|
|
{
|
|
LogPath: funcutil.GenRandomStr(),
|
|
},
|
|
},
|
|
},
|
|
}
|
|
s := &Segment{
|
|
idBinlogRowSizes: []int64{10, 15},
|
|
}
|
|
|
|
path, offsetInBinlog := s.getFieldDataPath(indexedFieldInfo, 4)
|
|
assert.Equal(t, indexedFieldInfo.fieldBinlog.Binlogs[0].LogPath, path)
|
|
assert.Equal(t, int64(4), offsetInBinlog)
|
|
|
|
path, offsetInBinlog = s.getFieldDataPath(indexedFieldInfo, 11)
|
|
assert.Equal(t, indexedFieldInfo.fieldBinlog.Binlogs[1].LogPath, path)
|
|
assert.Equal(t, int64(1), offsetInBinlog)
|
|
}
|
|
|
|
func Test_fillBinVecFieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
m = newMockChunkManager(withDefaultReadAt())
|
|
|
|
f := newBinaryVectorFieldData(simpleBinVecField.fieldName, 1, 8)
|
|
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
offset := int64(100)
|
|
endian := common.Endian
|
|
|
|
assert.NoError(t, fillBinVecFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtErr())
|
|
assert.Error(t, fillBinVecFieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
func Test_fillFloatVecFieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
m = newMockChunkManager(withDefaultReadAt())
|
|
|
|
f := newFloatVectorFieldData(simpleFloatVecField.fieldName, 1, 8)
|
|
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
offset := int64(100)
|
|
endian := common.Endian
|
|
|
|
assert.NoError(t, fillFloatVecFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtErr())
|
|
assert.Error(t, fillFloatVecFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtEmptyContent())
|
|
assert.Error(t, fillFloatVecFieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
func Test_fillBoolFieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
offset := int64(100)
|
|
m = newMockChunkManager(withReadBool(offset))
|
|
|
|
f := newScalarFieldData(schemapb.DataType_Bool, simpleBoolField.fieldName, 1)
|
|
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
endian := common.Endian
|
|
|
|
assert.NoError(t, fillBoolFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadErr())
|
|
assert.Error(t, fillBoolFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadIllegalBool())
|
|
assert.Error(t, fillBoolFieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
func Test_fillStringFieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
offset := int64(100)
|
|
m = newMockChunkManager(withReadString(offset))
|
|
|
|
f := newScalarFieldData(schemapb.DataType_VarChar, simpleVarCharField.fieldName, 1)
|
|
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
endian := common.Endian
|
|
|
|
assert.NoError(t, fillStringFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadErr())
|
|
assert.Error(t, fillStringFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadIllegalString())
|
|
assert.Error(t, fillStringFieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
func Test_fillInt8FieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
offset := int64(100)
|
|
m = newMockChunkManager(withDefaultReadAt())
|
|
|
|
f := newScalarFieldData(schemapb.DataType_Int8, simpleInt8Field.fieldName, 1)
|
|
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
endian := common.Endian
|
|
|
|
assert.NoError(t, fillInt8FieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtErr())
|
|
assert.Error(t, fillInt8FieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtEmptyContent())
|
|
assert.Error(t, fillInt8FieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
func Test_fillInt16FieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
offset := int64(100)
|
|
m = newMockChunkManager(withDefaultReadAt())
|
|
|
|
f := newScalarFieldData(schemapb.DataType_Int16, simpleInt64Field.fieldName, 1)
|
|
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
endian := common.Endian
|
|
|
|
assert.NoError(t, fillInt16FieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtErr())
|
|
assert.Error(t, fillInt16FieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtEmptyContent())
|
|
assert.Error(t, fillInt16FieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
func Test_fillInt32FieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
offset := int64(100)
|
|
m = newMockChunkManager(withDefaultReadAt())
|
|
|
|
f := newScalarFieldData(schemapb.DataType_Int32, simpleInt32Field.fieldName, 1)
|
|
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
endian := common.Endian
|
|
|
|
assert.NoError(t, fillInt32FieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtErr())
|
|
assert.Error(t, fillInt32FieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtEmptyContent())
|
|
assert.Error(t, fillInt32FieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
func Test_fillInt64FieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
offset := int64(100)
|
|
m = newMockChunkManager(withDefaultReadAt())
|
|
|
|
f := newScalarFieldData(schemapb.DataType_Int64, simpleInt64Field.fieldName, 1)
|
|
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
endian := common.Endian
|
|
|
|
assert.NoError(t, fillInt64FieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtErr())
|
|
assert.Error(t, fillInt64FieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtEmptyContent())
|
|
assert.Error(t, fillInt64FieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
func Test_fillFloatFieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
offset := int64(100)
|
|
m = newMockChunkManager(withDefaultReadAt())
|
|
|
|
f := newScalarFieldData(schemapb.DataType_Float, simpleFloatField.fieldName, 1)
|
|
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
endian := common.Endian
|
|
|
|
assert.NoError(t, fillFloatFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtErr())
|
|
assert.Error(t, fillFloatFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtEmptyContent())
|
|
assert.Error(t, fillFloatFieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
func Test_fillDoubleFieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
offset := int64(100)
|
|
m = newMockChunkManager(withDefaultReadAt())
|
|
|
|
f := newScalarFieldData(schemapb.DataType_Double, simpleDoubleField.fieldName, 1)
|
|
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
endian := common.Endian
|
|
|
|
assert.NoError(t, fillDoubleFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtErr())
|
|
assert.Error(t, fillDoubleFieldData(m, path, f, index, offset, endian))
|
|
|
|
m = newMockChunkManager(withReadAtEmptyContent())
|
|
assert.Error(t, fillDoubleFieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
func Test_fillFieldData(t *testing.T) {
|
|
var m storage.ChunkManager
|
|
|
|
fs := []*schemapb.FieldData{
|
|
newBinaryVectorFieldData(simpleBinVecField.fieldName, 1, 8),
|
|
newFloatVectorFieldData(simpleFloatVecField.fieldName, 1, 8),
|
|
newScalarFieldData(schemapb.DataType_Bool, simpleBoolField.fieldName, 1),
|
|
newScalarFieldData(schemapb.DataType_VarChar, simpleVarCharField.fieldName, 1),
|
|
newScalarFieldData(schemapb.DataType_Int8, simpleInt8Field.fieldName, 1),
|
|
newScalarFieldData(schemapb.DataType_Int16, simpleInt16Field.fieldName, 1),
|
|
newScalarFieldData(schemapb.DataType_Int32, simpleInt32Field.fieldName, 1),
|
|
newScalarFieldData(schemapb.DataType_Int64, simpleInt64Field.fieldName, 1),
|
|
newScalarFieldData(schemapb.DataType_Float, simpleFloatField.fieldName, 1),
|
|
newScalarFieldData(schemapb.DataType_Double, simpleDoubleField.fieldName, 1),
|
|
}
|
|
|
|
offset := int64(100)
|
|
path := funcutil.GenRandomStr()
|
|
index := 0
|
|
endian := common.Endian
|
|
|
|
for _, f := range fs {
|
|
if f.Type == schemapb.DataType_Bool {
|
|
m = newMockChunkManager(withReadBool(offset))
|
|
} else if funcutil.SliceContain([]schemapb.DataType{
|
|
schemapb.DataType_String,
|
|
schemapb.DataType_VarChar,
|
|
}, f.Type) {
|
|
m = newMockChunkManager(withReadString(offset))
|
|
} else {
|
|
m = newMockChunkManager(withDefaultReadAt())
|
|
}
|
|
|
|
assert.NoError(t, fillFieldData(m, path, f, index, offset, endian))
|
|
}
|
|
|
|
assert.Error(t, fillFieldData(m, path, &schemapb.FieldData{Type: schemapb.DataType_None}, index, offset, endian))
|
|
}
|
|
|
|
func TestUpdateBloomFilter(t *testing.T) {
|
|
t.Run("test int64 pk", func(t *testing.T) {
|
|
historical, err := genSimpleReplica()
|
|
assert.NoError(t, err)
|
|
err = historical.addSegment(defaultSegmentID,
|
|
defaultPartitionID,
|
|
defaultCollectionID,
|
|
defaultDMLChannel,
|
|
segmentTypeSealed)
|
|
assert.NoError(t, err)
|
|
seg, err := historical.getSegmentByID(defaultSegmentID)
|
|
assert.Nil(t, err)
|
|
pkValues := []int64{1, 2}
|
|
pks := make([]primaryKey, len(pkValues))
|
|
for index, v := range pkValues {
|
|
pks[index] = newInt64PrimaryKey(v)
|
|
}
|
|
seg.updateBloomFilter(pks)
|
|
buf := make([]byte, 8)
|
|
for _, v := range pkValues {
|
|
common.Endian.PutUint64(buf, uint64(v))
|
|
assert.True(t, seg.pkFilter.Test(buf))
|
|
}
|
|
})
|
|
t.Run("test string pk", func(t *testing.T) {
|
|
historical, err := genSimpleReplica()
|
|
assert.NoError(t, err)
|
|
err = historical.addSegment(defaultSegmentID,
|
|
defaultPartitionID,
|
|
defaultCollectionID,
|
|
defaultDMLChannel,
|
|
segmentTypeSealed)
|
|
assert.NoError(t, err)
|
|
seg, err := historical.getSegmentByID(defaultSegmentID)
|
|
assert.Nil(t, err)
|
|
pkValues := []string{"test1", "test2"}
|
|
pks := make([]primaryKey, len(pkValues))
|
|
for index, v := range pkValues {
|
|
pks[index] = newVarCharPrimaryKey(v)
|
|
}
|
|
seg.updateBloomFilter(pks)
|
|
for _, v := range pkValues {
|
|
assert.True(t, seg.pkFilter.TestString(v))
|
|
}
|
|
})
|
|
|
|
}
|