mirror of https://github.com/milvus-io/milvus.git
				
				
				
			
		
			
				
	
	
		
			580 lines
		
	
	
		
			18 KiB
		
	
	
	
		
			Go
		
	
	
			
		
		
	
	
			580 lines
		
	
	
		
			18 KiB
		
	
	
	
		
			Go
		
	
	
// Licensed to the LF AI & Data foundation under one
 | 
						|
// or more contributor license agreements. See the NOTICE file
 | 
						|
// distributed with this work for additional information
 | 
						|
// regarding copyright ownership. The ASF licenses this file
 | 
						|
// to you under the Apache License, Version 2.0 (the
 | 
						|
// "License"); you may not use this file except in compliance
 | 
						|
// with the License. You may obtain a copy of the License at
 | 
						|
//
 | 
						|
//     http://www.apache.org/licenses/LICENSE-2.0
 | 
						|
//
 | 
						|
// Unless required by applicable law or agreed to in writing, software
 | 
						|
// distributed under the License is distributed on an "AS IS" BASIS,
 | 
						|
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 | 
						|
// See the License for the specific language governing permissions and
 | 
						|
// limitations under the License.
 | 
						|
 | 
						|
package storage
 | 
						|
 | 
						|
import (
 | 
						|
	"fmt"
 | 
						|
	"testing"
 | 
						|
 | 
						|
	"github.com/milvus-io/milvus/internal/util/funcutil"
 | 
						|
	"github.com/milvus-io/milvus/internal/util/uniquegenerator"
 | 
						|
 | 
						|
	"github.com/milvus-io/milvus/internal/log"
 | 
						|
	"github.com/milvus-io/milvus/internal/proto/etcdpb"
 | 
						|
	"github.com/milvus-io/milvus/internal/proto/schemapb"
 | 
						|
	"github.com/stretchr/testify/assert"
 | 
						|
	"go.uber.org/zap"
 | 
						|
)
 | 
						|
 | 
						|
const (
 | 
						|
	CollectionID      = 1
 | 
						|
	PartitionID       = 1
 | 
						|
	SegmentID         = 1
 | 
						|
	RowIDField        = 0
 | 
						|
	TimestampField    = 1
 | 
						|
	BoolField         = 100
 | 
						|
	Int8Field         = 101
 | 
						|
	Int16Field        = 102
 | 
						|
	Int32Field        = 103
 | 
						|
	Int64Field        = 104
 | 
						|
	FloatField        = 105
 | 
						|
	DoubleField       = 106
 | 
						|
	StringField       = 107
 | 
						|
	BinaryVectorField = 108
 | 
						|
	FloatVectorField  = 109
 | 
						|
)
 | 
						|
 | 
						|
func TestInsertCodec(t *testing.T) {
 | 
						|
	schema := &etcdpb.CollectionMeta{
 | 
						|
		ID:            CollectionID,
 | 
						|
		CreateTime:    1,
 | 
						|
		SegmentIDs:    []int64{SegmentID},
 | 
						|
		PartitionTags: []string{"partition_0", "partition_1"},
 | 
						|
		Schema: &schemapb.CollectionSchema{
 | 
						|
			Name:        "schema",
 | 
						|
			Description: "schema",
 | 
						|
			AutoID:      true,
 | 
						|
			Fields: []*schemapb.FieldSchema{
 | 
						|
				{
 | 
						|
					FieldID:      RowIDField,
 | 
						|
					Name:         "row_id",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "row_id",
 | 
						|
					DataType:     schemapb.DataType_Int64,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      TimestampField,
 | 
						|
					Name:         "Timestamp",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "Timestamp",
 | 
						|
					DataType:     schemapb.DataType_Int64,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      BoolField,
 | 
						|
					Name:         "field_bool",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "bool",
 | 
						|
					DataType:     schemapb.DataType_Bool,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      Int8Field,
 | 
						|
					Name:         "field_int8",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "int8",
 | 
						|
					DataType:     schemapb.DataType_Int8,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      Int16Field,
 | 
						|
					Name:         "field_int16",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "int16",
 | 
						|
					DataType:     schemapb.DataType_Int16,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      Int32Field,
 | 
						|
					Name:         "field_int32",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "int32",
 | 
						|
					DataType:     schemapb.DataType_Int32,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      Int64Field,
 | 
						|
					Name:         "field_int64",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "int64",
 | 
						|
					DataType:     schemapb.DataType_Int64,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      FloatField,
 | 
						|
					Name:         "field_float",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "float",
 | 
						|
					DataType:     schemapb.DataType_Float,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      DoubleField,
 | 
						|
					Name:         "field_double",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "double",
 | 
						|
					DataType:     schemapb.DataType_Double,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      StringField,
 | 
						|
					Name:         "field_string",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "string",
 | 
						|
					DataType:     schemapb.DataType_String,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      BinaryVectorField,
 | 
						|
					Name:         "field_binary_vector",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "binary_vector",
 | 
						|
					DataType:     schemapb.DataType_BinaryVector,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      FloatVectorField,
 | 
						|
					Name:         "field_float_vector",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "float_vector",
 | 
						|
					DataType:     schemapb.DataType_FloatVector,
 | 
						|
				},
 | 
						|
			},
 | 
						|
		},
 | 
						|
	}
 | 
						|
	insertCodec := NewInsertCodec(schema)
 | 
						|
	insertData1 := &InsertData{
 | 
						|
		Data: map[int64]FieldData{
 | 
						|
			RowIDField: &Int64FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int64{3, 4},
 | 
						|
			},
 | 
						|
			TimestampField: &Int64FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int64{3, 4},
 | 
						|
			},
 | 
						|
			BoolField: &BoolFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []bool{true, false},
 | 
						|
			},
 | 
						|
			Int8Field: &Int8FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int8{3, 4},
 | 
						|
			},
 | 
						|
			Int16Field: &Int16FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int16{3, 4},
 | 
						|
			},
 | 
						|
			Int32Field: &Int32FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int32{3, 4},
 | 
						|
			},
 | 
						|
			Int64Field: &Int64FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int64{3, 4},
 | 
						|
			},
 | 
						|
			FloatField: &FloatFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []float32{3, 4},
 | 
						|
			},
 | 
						|
			DoubleField: &DoubleFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []float64{3, 4},
 | 
						|
			},
 | 
						|
			StringField: &StringFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []string{"3", "4"},
 | 
						|
			},
 | 
						|
			BinaryVectorField: &BinaryVectorFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []byte{0, 255},
 | 
						|
				Dim:     8,
 | 
						|
			},
 | 
						|
			FloatVectorField: &FloatVectorFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []float32{4, 5, 6, 7, 4, 5, 6, 7},
 | 
						|
				Dim:     4,
 | 
						|
			},
 | 
						|
		},
 | 
						|
	}
 | 
						|
 | 
						|
	insertData2 := &InsertData{
 | 
						|
		Data: map[int64]FieldData{
 | 
						|
			RowIDField: &Int64FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int64{1, 2},
 | 
						|
			},
 | 
						|
			TimestampField: &Int64FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int64{1, 2},
 | 
						|
			},
 | 
						|
			BoolField: &BoolFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []bool{true, false},
 | 
						|
			},
 | 
						|
			Int8Field: &Int8FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int8{1, 2},
 | 
						|
			},
 | 
						|
			Int16Field: &Int16FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int16{1, 2},
 | 
						|
			},
 | 
						|
			Int32Field: &Int32FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int32{1, 2},
 | 
						|
			},
 | 
						|
			Int64Field: &Int64FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int64{1, 2},
 | 
						|
			},
 | 
						|
			FloatField: &FloatFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []float32{1, 2},
 | 
						|
			},
 | 
						|
			DoubleField: &DoubleFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []float64{1, 2},
 | 
						|
			},
 | 
						|
			StringField: &StringFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []string{"1", "2"},
 | 
						|
			},
 | 
						|
			BinaryVectorField: &BinaryVectorFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []byte{0, 255},
 | 
						|
				Dim:     8,
 | 
						|
			},
 | 
						|
			FloatVectorField: &FloatVectorFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []float32{0, 1, 2, 3, 0, 1, 2, 3},
 | 
						|
				Dim:     4,
 | 
						|
			},
 | 
						|
		},
 | 
						|
	}
 | 
						|
 | 
						|
	insertDataEmpty := &InsertData{
 | 
						|
		Data: map[int64]FieldData{
 | 
						|
			RowIDField:        &Int64FieldData{[]int64{}, []int64{}},
 | 
						|
			TimestampField:    &Int64FieldData{[]int64{}, []int64{}},
 | 
						|
			BoolField:         &BoolFieldData{[]int64{}, []bool{}},
 | 
						|
			Int8Field:         &Int8FieldData{[]int64{}, []int8{}},
 | 
						|
			Int16Field:        &Int16FieldData{[]int64{}, []int16{}},
 | 
						|
			Int32Field:        &Int32FieldData{[]int64{}, []int32{}},
 | 
						|
			Int64Field:        &Int64FieldData{[]int64{}, []int64{}},
 | 
						|
			FloatField:        &FloatFieldData{[]int64{}, []float32{}},
 | 
						|
			DoubleField:       &DoubleFieldData{[]int64{}, []float64{}},
 | 
						|
			StringField:       &StringFieldData{[]int64{}, []string{}},
 | 
						|
			BinaryVectorField: &BinaryVectorFieldData{[]int64{}, []byte{}, 8},
 | 
						|
			FloatVectorField:  &FloatVectorFieldData{[]int64{}, []float32{}, 4},
 | 
						|
		},
 | 
						|
	}
 | 
						|
	b, s, err := insertCodec.Serialize(PartitionID, SegmentID, insertDataEmpty)
 | 
						|
	assert.Error(t, err)
 | 
						|
	assert.Empty(t, b)
 | 
						|
	assert.Empty(t, s)
 | 
						|
 | 
						|
	Blobs1, statsBlob1, err := insertCodec.Serialize(PartitionID, SegmentID, insertData1)
 | 
						|
	assert.Nil(t, err)
 | 
						|
	for _, blob := range Blobs1 {
 | 
						|
		blob.Key = fmt.Sprintf("1/insert_log/2/3/4/5/%d", 100)
 | 
						|
		assert.Equal(t, blob.GetKey(), blob.Key)
 | 
						|
	}
 | 
						|
	Blobs2, statsBlob2, err := insertCodec.Serialize(PartitionID, SegmentID, insertData2)
 | 
						|
	assert.Nil(t, err)
 | 
						|
	for _, blob := range Blobs2 {
 | 
						|
		blob.Key = fmt.Sprintf("1/insert_log/2/3/4/5/%d", 99)
 | 
						|
		assert.Equal(t, blob.GetKey(), blob.Key)
 | 
						|
	}
 | 
						|
	resultBlobs := append(Blobs1, Blobs2...)
 | 
						|
	collID, partID, segID, resultData, err := insertCodec.DeserializeAll(resultBlobs)
 | 
						|
	assert.Nil(t, err)
 | 
						|
	assert.Equal(t, UniqueID(CollectionID), collID)
 | 
						|
	assert.Equal(t, UniqueID(PartitionID), partID)
 | 
						|
	assert.Equal(t, UniqueID(SegmentID), segID)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[RowIDField].(*Int64FieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[TimestampField].(*Int64FieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[BoolField].(*BoolFieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[Int8Field].(*Int8FieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[Int16Field].(*Int16FieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[Int32Field].(*Int32FieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[Int64Field].(*Int64FieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[FloatField].(*FloatFieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[DoubleField].(*DoubleFieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[StringField].(*StringFieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[BinaryVectorField].(*BinaryVectorFieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{2, 2}, resultData.Data[FloatVectorField].(*FloatVectorFieldData).NumRows)
 | 
						|
	assert.Equal(t, []int64{1, 2, 3, 4}, resultData.Data[RowIDField].(*Int64FieldData).Data)
 | 
						|
	assert.Equal(t, []int64{1, 2, 3, 4}, resultData.Data[TimestampField].(*Int64FieldData).Data)
 | 
						|
	assert.Equal(t, []bool{true, false, true, false}, resultData.Data[BoolField].(*BoolFieldData).Data)
 | 
						|
	assert.Equal(t, []int8{1, 2, 3, 4}, resultData.Data[Int8Field].(*Int8FieldData).Data)
 | 
						|
	assert.Equal(t, []int16{1, 2, 3, 4}, resultData.Data[Int16Field].(*Int16FieldData).Data)
 | 
						|
	assert.Equal(t, []int32{1, 2, 3, 4}, resultData.Data[Int32Field].(*Int32FieldData).Data)
 | 
						|
	assert.Equal(t, []int64{1, 2, 3, 4}, resultData.Data[Int64Field].(*Int64FieldData).Data)
 | 
						|
	assert.Equal(t, []float32{1, 2, 3, 4}, resultData.Data[FloatField].(*FloatFieldData).Data)
 | 
						|
	assert.Equal(t, []float64{1, 2, 3, 4}, resultData.Data[DoubleField].(*DoubleFieldData).Data)
 | 
						|
	assert.Equal(t, []string{"1", "2", "3", "4"}, resultData.Data[StringField].(*StringFieldData).Data)
 | 
						|
	assert.Equal(t, []byte{0, 255, 0, 255}, resultData.Data[BinaryVectorField].(*BinaryVectorFieldData).Data)
 | 
						|
	assert.Equal(t, []float32{0, 1, 2, 3, 0, 1, 2, 3, 4, 5, 6, 7, 4, 5, 6, 7}, resultData.Data[FloatVectorField].(*FloatVectorFieldData).Data)
 | 
						|
	log.Debug("Data", zap.Any("Data", resultData.Data))
 | 
						|
	log.Debug("Infos", zap.Any("Infos", resultData.Infos))
 | 
						|
 | 
						|
	blobs := []*Blob{}
 | 
						|
	_, _, _, err = insertCodec.Deserialize(blobs)
 | 
						|
	assert.NotNil(t, err)
 | 
						|
	_, _, _, _, err = insertCodec.DeserializeAll(blobs)
 | 
						|
	assert.NotNil(t, err)
 | 
						|
 | 
						|
	_, err = DeserializeStats(statsBlob1)
 | 
						|
	assert.Nil(t, err)
 | 
						|
 | 
						|
	_, err = DeserializeStats(statsBlob2)
 | 
						|
	assert.Nil(t, err)
 | 
						|
}
 | 
						|
 | 
						|
func TestDeleteCodec(t *testing.T) {
 | 
						|
	deleteCodec := NewDeleteCodec()
 | 
						|
	deleteData := &DeleteData{
 | 
						|
		Pks:      []int64{1},
 | 
						|
		Tss:      []uint64{43757345},
 | 
						|
		RowCount: int64(1),
 | 
						|
	}
 | 
						|
 | 
						|
	deleteData.Append(2, 23578294723)
 | 
						|
	blob, err := deleteCodec.Serialize(CollectionID, 1, 1, deleteData)
 | 
						|
	assert.Nil(t, err)
 | 
						|
 | 
						|
	pid, sid, data, err := deleteCodec.Deserialize([]*Blob{blob})
 | 
						|
	assert.Nil(t, err)
 | 
						|
	assert.Equal(t, pid, int64(1))
 | 
						|
	assert.Equal(t, sid, int64(1))
 | 
						|
	assert.Equal(t, data, deleteData)
 | 
						|
}
 | 
						|
 | 
						|
func TestDDCodec(t *testing.T) {
 | 
						|
	dataDefinitionCodec := NewDataDefinitionCodec(int64(1))
 | 
						|
	ts := []Timestamp{1, 2, 3, 4}
 | 
						|
	ddRequests := []string{
 | 
						|
		"CreateCollection",
 | 
						|
		"DropCollection",
 | 
						|
		"CreatePartition",
 | 
						|
		"DropPartition",
 | 
						|
	}
 | 
						|
	eventTypeCodes := []EventTypeCode{
 | 
						|
		CreateCollectionEventType,
 | 
						|
		DropCollectionEventType,
 | 
						|
		CreatePartitionEventType,
 | 
						|
		DropPartitionEventType,
 | 
						|
	}
 | 
						|
	blobs, err := dataDefinitionCodec.Serialize(ts, ddRequests, eventTypeCodes)
 | 
						|
	assert.Nil(t, err)
 | 
						|
	for _, blob := range blobs {
 | 
						|
		blob.Key = fmt.Sprintf("1/data_definition/3/4/5/%d", 99)
 | 
						|
	}
 | 
						|
	resultTs, resultRequests, err := dataDefinitionCodec.Deserialize(blobs)
 | 
						|
	assert.Nil(t, err)
 | 
						|
	assert.Equal(t, resultTs, ts)
 | 
						|
	assert.Equal(t, resultRequests, ddRequests)
 | 
						|
 | 
						|
	blobs = []*Blob{}
 | 
						|
	_, _, err = dataDefinitionCodec.Deserialize(blobs)
 | 
						|
	assert.NotNil(t, err)
 | 
						|
}
 | 
						|
 | 
						|
func TestIndexFileBinlogCodec(t *testing.T) {
 | 
						|
	indexBuildID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	version := int64(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	collectionID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	partitionID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	segmentID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	fieldID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	indexName := funcutil.GenRandomStr()
 | 
						|
	indexID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	indexParams := make(map[string]string)
 | 
						|
	indexParams["index_type"] = "IVF_FLAT"
 | 
						|
	datas := []*Blob{
 | 
						|
		{
 | 
						|
			Key:   "ivf1",
 | 
						|
			Value: []byte{1, 2, 3},
 | 
						|
		},
 | 
						|
		{
 | 
						|
			Key:   "ivf2",
 | 
						|
			Value: []byte{4, 5, 6},
 | 
						|
		},
 | 
						|
		{
 | 
						|
			Key:   "large",
 | 
						|
			Value: funcutil.RandomBytes(maxLengthPerRowOfIndexFile + 1),
 | 
						|
		},
 | 
						|
	}
 | 
						|
 | 
						|
	codec := NewIndexFileBinlogCodec()
 | 
						|
 | 
						|
	serializedBlobs, err := codec.Serialize(indexBuildID, version, collectionID, partitionID, segmentID, fieldID, indexParams, indexName, indexID, datas)
 | 
						|
	assert.Nil(t, err)
 | 
						|
 | 
						|
	idxBuildID, v, collID, parID, segID, fID, params, idxName, idxID, blobs, err := codec.DeserializeImpl(serializedBlobs)
 | 
						|
	assert.Nil(t, err)
 | 
						|
	assert.Equal(t, indexBuildID, idxBuildID)
 | 
						|
	assert.Equal(t, version, v)
 | 
						|
	assert.Equal(t, collectionID, collID)
 | 
						|
	assert.Equal(t, partitionID, parID)
 | 
						|
	assert.Equal(t, segmentID, segID)
 | 
						|
	assert.Equal(t, fieldID, fID)
 | 
						|
	assert.Equal(t, len(indexParams), len(params))
 | 
						|
	for key, value := range indexParams {
 | 
						|
		assert.Equal(t, value, params[key])
 | 
						|
	}
 | 
						|
	assert.Equal(t, indexName, idxName)
 | 
						|
	assert.Equal(t, indexID, idxID)
 | 
						|
	assert.ElementsMatch(t, datas, blobs)
 | 
						|
 | 
						|
	blobs, indexParams, indexName, indexID, err = codec.Deserialize(serializedBlobs)
 | 
						|
	assert.Nil(t, err)
 | 
						|
	assert.ElementsMatch(t, datas, blobs)
 | 
						|
	for key, value := range indexParams {
 | 
						|
		assert.Equal(t, value, params[key])
 | 
						|
	}
 | 
						|
	assert.Equal(t, indexName, idxName)
 | 
						|
	assert.Equal(t, indexID, idxID)
 | 
						|
 | 
						|
	// empty
 | 
						|
	_, _, _, _, _, _, _, _, _, _, err = codec.DeserializeImpl(nil)
 | 
						|
	assert.NotNil(t, err)
 | 
						|
}
 | 
						|
 | 
						|
func TestIndexFileBinlogCodecError(t *testing.T) {
 | 
						|
	var err error
 | 
						|
 | 
						|
	// failed to read binlog
 | 
						|
	codec := NewIndexFileBinlogCodec()
 | 
						|
	_, _, _, _, err = codec.Deserialize([]*Blob{{Key: "key", Value: []byte("not in binlog format")}})
 | 
						|
	assert.NotNil(t, err)
 | 
						|
 | 
						|
	indexBuildID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	version := int64(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	collectionID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	partitionID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	segmentID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	fieldID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	indexName := funcutil.GenRandomStr()
 | 
						|
	indexID := UniqueID(uniquegenerator.GetUniqueIntGeneratorIns().GetInt())
 | 
						|
	indexParams := make(map[string]string)
 | 
						|
	indexParams["index_type"] = "IVF_FLAT"
 | 
						|
	datas := []*Blob{
 | 
						|
		{
 | 
						|
			Key:   "ivf1",
 | 
						|
			Value: []byte{1, 2, 3},
 | 
						|
		},
 | 
						|
	}
 | 
						|
 | 
						|
	_, err = codec.Serialize(indexBuildID, version, collectionID, partitionID, segmentID, fieldID, indexParams, indexName, indexID, datas)
 | 
						|
	assert.Nil(t, err)
 | 
						|
}
 | 
						|
 | 
						|
func TestIndexCodec(t *testing.T) {
 | 
						|
	indexCodec := NewIndexCodec()
 | 
						|
	blobs := []*Blob{
 | 
						|
		{
 | 
						|
			"12345",
 | 
						|
			[]byte{1, 2, 3, 4, 5, 6, 7, 1, 2, 3, 4, 5, 6, 7},
 | 
						|
		},
 | 
						|
		{
 | 
						|
			"6666",
 | 
						|
			[]byte{6, 6, 6, 6, 6, 1, 2, 3, 4, 5, 6, 7},
 | 
						|
		},
 | 
						|
		{
 | 
						|
			"8885",
 | 
						|
			[]byte{8, 8, 8, 8, 8, 8, 8, 8, 2, 3, 4, 5, 6, 7},
 | 
						|
		},
 | 
						|
	}
 | 
						|
	indexParams := map[string]string{
 | 
						|
		"k1": "v1", "k2": "v2",
 | 
						|
	}
 | 
						|
	blobsInput, err := indexCodec.Serialize(blobs, indexParams, "index_test_name", 1234)
 | 
						|
	assert.Nil(t, err)
 | 
						|
	assert.EqualValues(t, 4, len(blobsInput))
 | 
						|
	assert.EqualValues(t, IndexParamsKey, blobsInput[3].Key)
 | 
						|
	blobsOutput, indexParamsOutput, indexName, indexID, err := indexCodec.Deserialize(blobsInput)
 | 
						|
	assert.Nil(t, err)
 | 
						|
	assert.EqualValues(t, 3, len(blobsOutput))
 | 
						|
	for i := 0; i < 3; i++ {
 | 
						|
		assert.EqualValues(t, blobs[i], blobsOutput[i])
 | 
						|
	}
 | 
						|
	assert.EqualValues(t, indexParams, indexParamsOutput)
 | 
						|
	assert.EqualValues(t, "index_test_name", indexName)
 | 
						|
	assert.EqualValues(t, 1234, indexID)
 | 
						|
 | 
						|
	blobs = []*Blob{}
 | 
						|
	_, _, _, _, err = indexCodec.Deserialize(blobs)
 | 
						|
	assert.NotNil(t, err)
 | 
						|
}
 | 
						|
 | 
						|
func TestTsError(t *testing.T) {
 | 
						|
	insertData := &InsertData{}
 | 
						|
	insertCodec := NewInsertCodec(nil)
 | 
						|
	blobs, _, err := insertCodec.Serialize(1, 1, insertData)
 | 
						|
	assert.Nil(t, blobs)
 | 
						|
	assert.NotNil(t, err)
 | 
						|
}
 | 
						|
 | 
						|
func TestSchemaError(t *testing.T) {
 | 
						|
	schema := &etcdpb.CollectionMeta{
 | 
						|
		ID:            CollectionID,
 | 
						|
		CreateTime:    1,
 | 
						|
		SegmentIDs:    []int64{SegmentID},
 | 
						|
		PartitionTags: []string{"partition_0", "partition_1"},
 | 
						|
		Schema: &schemapb.CollectionSchema{
 | 
						|
			Name:        "schema",
 | 
						|
			Description: "schema",
 | 
						|
			AutoID:      true,
 | 
						|
			Fields: []*schemapb.FieldSchema{
 | 
						|
				{
 | 
						|
					FieldID:      RowIDField,
 | 
						|
					Name:         "row_id",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "row_id",
 | 
						|
					DataType:     schemapb.DataType_Int64,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      TimestampField,
 | 
						|
					Name:         "Timestamp",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "Timestamp",
 | 
						|
					DataType:     schemapb.DataType_Int64,
 | 
						|
				},
 | 
						|
				{
 | 
						|
					FieldID:      BoolField,
 | 
						|
					Name:         "field_bool",
 | 
						|
					IsPrimaryKey: false,
 | 
						|
					Description:  "bool",
 | 
						|
					DataType:     999,
 | 
						|
				},
 | 
						|
			},
 | 
						|
		},
 | 
						|
	}
 | 
						|
	insertData := &InsertData{
 | 
						|
		Data: map[int64]FieldData{
 | 
						|
			RowIDField: &Int64FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int64{3, 4},
 | 
						|
			},
 | 
						|
			TimestampField: &Int64FieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []int64{3, 4},
 | 
						|
			},
 | 
						|
			BoolField: &BoolFieldData{
 | 
						|
				NumRows: []int64{2},
 | 
						|
				Data:    []bool{true, false},
 | 
						|
			},
 | 
						|
		},
 | 
						|
	}
 | 
						|
	insertCodec := NewInsertCodec(schema)
 | 
						|
	blobs, _, err := insertCodec.Serialize(PartitionID, SegmentID, insertData)
 | 
						|
	assert.Nil(t, blobs)
 | 
						|
	assert.NotNil(t, err)
 | 
						|
}
 |