mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-12-01 11:29:48 +08:00
706 lines
21 KiB
Go
706 lines
21 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 (
|
|
"encoding/binary"
|
|
"fmt"
|
|
"testing"
|
|
|
|
"github.com/stretchr/testify/assert"
|
|
"go.uber.org/zap"
|
|
|
|
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
|
|
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
|
|
"github.com/milvus-io/milvus/internal/proto/etcdpb"
|
|
"github.com/milvus-io/milvus/pkg/common"
|
|
"github.com/milvus-io/milvus/pkg/log"
|
|
)
|
|
|
|
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
|
|
ArrayField = 110
|
|
JSONField = 111
|
|
Float16VectorField = 112
|
|
)
|
|
|
|
func genTestCollectionMeta() *etcdpb.CollectionMeta {
|
|
return &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",
|
|
Description: "row_id",
|
|
DataType: schemapb.DataType_Int64,
|
|
},
|
|
{
|
|
FieldID: TimestampField,
|
|
Name: "Timestamp",
|
|
Description: "Timestamp",
|
|
DataType: schemapb.DataType_Int64,
|
|
},
|
|
{
|
|
FieldID: BoolField,
|
|
Name: "field_bool",
|
|
Description: "bool",
|
|
DataType: schemapb.DataType_Bool,
|
|
},
|
|
{
|
|
FieldID: Int8Field,
|
|
Name: "field_int8",
|
|
Description: "int8",
|
|
DataType: schemapb.DataType_Int8,
|
|
},
|
|
{
|
|
FieldID: Int16Field,
|
|
Name: "field_int16",
|
|
Description: "int16",
|
|
DataType: schemapb.DataType_Int16,
|
|
},
|
|
{
|
|
FieldID: Int32Field,
|
|
Name: "field_int32",
|
|
Description: "int32",
|
|
DataType: schemapb.DataType_Int32,
|
|
},
|
|
{
|
|
FieldID: Int64Field,
|
|
Name: "field_int64",
|
|
IsPrimaryKey: true,
|
|
Description: "int64",
|
|
DataType: schemapb.DataType_Int64,
|
|
},
|
|
{
|
|
FieldID: FloatField,
|
|
Name: "field_float",
|
|
Description: "float",
|
|
DataType: schemapb.DataType_Float,
|
|
},
|
|
{
|
|
FieldID: DoubleField,
|
|
Name: "field_double",
|
|
Description: "double",
|
|
DataType: schemapb.DataType_Double,
|
|
},
|
|
{
|
|
FieldID: StringField,
|
|
Name: "field_string",
|
|
Description: "string",
|
|
DataType: schemapb.DataType_String,
|
|
},
|
|
{
|
|
FieldID: ArrayField,
|
|
Name: "field_int32_array",
|
|
Description: "int32 array",
|
|
DataType: schemapb.DataType_Array,
|
|
ElementType: schemapb.DataType_Int32,
|
|
},
|
|
{
|
|
FieldID: JSONField,
|
|
Name: "field_json",
|
|
Description: "json",
|
|
DataType: schemapb.DataType_JSON,
|
|
},
|
|
{
|
|
FieldID: BinaryVectorField,
|
|
Name: "field_binary_vector",
|
|
Description: "binary_vector",
|
|
DataType: schemapb.DataType_BinaryVector,
|
|
TypeParams: []*commonpb.KeyValuePair{
|
|
{
|
|
Key: common.DimKey,
|
|
Value: "8",
|
|
},
|
|
},
|
|
},
|
|
{
|
|
FieldID: FloatVectorField,
|
|
Name: "field_float_vector",
|
|
Description: "float_vector",
|
|
DataType: schemapb.DataType_FloatVector,
|
|
TypeParams: []*commonpb.KeyValuePair{
|
|
{
|
|
Key: common.DimKey,
|
|
Value: "4",
|
|
},
|
|
},
|
|
},
|
|
{
|
|
FieldID: Float16VectorField,
|
|
Name: "field_float16_vector",
|
|
Description: "float16_vector",
|
|
DataType: schemapb.DataType_Float16Vector,
|
|
TypeParams: []*commonpb.KeyValuePair{
|
|
{
|
|
Key: common.DimKey,
|
|
Value: "4",
|
|
},
|
|
},
|
|
},
|
|
},
|
|
},
|
|
}
|
|
}
|
|
|
|
func TestInsertCodec(t *testing.T) {
|
|
schema := genTestCollectionMeta()
|
|
insertCodec := NewInsertCodecWithSchema(schema)
|
|
insertData1 := &InsertData{
|
|
Data: map[int64]FieldData{
|
|
RowIDField: &Int64FieldData{
|
|
Data: []int64{3, 4},
|
|
},
|
|
TimestampField: &Int64FieldData{
|
|
Data: []int64{3, 4},
|
|
},
|
|
BoolField: &BoolFieldData{
|
|
Data: []bool{true, false},
|
|
},
|
|
Int8Field: &Int8FieldData{
|
|
Data: []int8{3, 4},
|
|
},
|
|
Int16Field: &Int16FieldData{
|
|
Data: []int16{3, 4},
|
|
},
|
|
Int32Field: &Int32FieldData{
|
|
Data: []int32{3, 4},
|
|
},
|
|
Int64Field: &Int64FieldData{
|
|
Data: []int64{3, 4},
|
|
},
|
|
FloatField: &FloatFieldData{
|
|
Data: []float32{3, 4},
|
|
},
|
|
DoubleField: &DoubleFieldData{
|
|
Data: []float64{3, 4},
|
|
},
|
|
StringField: &StringFieldData{
|
|
Data: []string{"3", "4"},
|
|
},
|
|
BinaryVectorField: &BinaryVectorFieldData{
|
|
Data: []byte{0, 255},
|
|
Dim: 8,
|
|
},
|
|
FloatVectorField: &FloatVectorFieldData{
|
|
Data: []float32{4, 5, 6, 7, 4, 5, 6, 7},
|
|
Dim: 4,
|
|
},
|
|
ArrayField: &ArrayFieldData{
|
|
ElementType: schemapb.DataType_Int32,
|
|
Data: []*schemapb.ScalarField{
|
|
{
|
|
Data: &schemapb.ScalarField_IntData{
|
|
IntData: &schemapb.IntArray{Data: []int32{3, 2, 1}},
|
|
},
|
|
},
|
|
{
|
|
Data: &schemapb.ScalarField_IntData{
|
|
IntData: &schemapb.IntArray{Data: []int32{6, 5, 4}},
|
|
},
|
|
},
|
|
},
|
|
},
|
|
JSONField: &JSONFieldData{
|
|
Data: [][]byte{
|
|
[]byte(`{"batch":2}`),
|
|
[]byte(`{"key":"world"}`),
|
|
},
|
|
},
|
|
Float16VectorField: &Float16VectorFieldData{
|
|
// length = 2 * Dim * numRows(2) = 16
|
|
Data: []byte{0, 255, 0, 255, 0, 255, 0, 255, 0, 255, 0, 255, 0, 255, 0, 255},
|
|
Dim: 4,
|
|
},
|
|
},
|
|
}
|
|
|
|
insertData2 := &InsertData{
|
|
Data: map[int64]FieldData{
|
|
RowIDField: &Int64FieldData{
|
|
Data: []int64{1, 2},
|
|
},
|
|
TimestampField: &Int64FieldData{
|
|
Data: []int64{1, 2},
|
|
},
|
|
BoolField: &BoolFieldData{
|
|
Data: []bool{true, false},
|
|
},
|
|
Int8Field: &Int8FieldData{
|
|
Data: []int8{1, 2},
|
|
},
|
|
Int16Field: &Int16FieldData{
|
|
Data: []int16{1, 2},
|
|
},
|
|
Int32Field: &Int32FieldData{
|
|
Data: []int32{1, 2},
|
|
},
|
|
Int64Field: &Int64FieldData{
|
|
Data: []int64{1, 2},
|
|
},
|
|
FloatField: &FloatFieldData{
|
|
Data: []float32{1, 2},
|
|
},
|
|
DoubleField: &DoubleFieldData{
|
|
Data: []float64{1, 2},
|
|
},
|
|
StringField: &StringFieldData{
|
|
Data: []string{"1", "2"},
|
|
},
|
|
BinaryVectorField: &BinaryVectorFieldData{
|
|
Data: []byte{0, 255},
|
|
Dim: 8,
|
|
},
|
|
FloatVectorField: &FloatVectorFieldData{
|
|
Data: []float32{0, 1, 2, 3, 0, 1, 2, 3},
|
|
Dim: 4,
|
|
},
|
|
Float16VectorField: &Float16VectorFieldData{
|
|
// length = 2 * Dim * numRows(2) = 16
|
|
Data: []byte{0, 255, 0, 255, 0, 255, 0, 255, 0, 255, 0, 255, 0, 255, 0, 255},
|
|
Dim: 4,
|
|
},
|
|
ArrayField: &ArrayFieldData{
|
|
ElementType: schemapb.DataType_Int32,
|
|
Data: []*schemapb.ScalarField{
|
|
{
|
|
Data: &schemapb.ScalarField_IntData{
|
|
IntData: &schemapb.IntArray{Data: []int32{1, 2, 3}},
|
|
},
|
|
},
|
|
{
|
|
Data: &schemapb.ScalarField_IntData{
|
|
IntData: &schemapb.IntArray{Data: []int32{4, 5, 6}},
|
|
},
|
|
},
|
|
},
|
|
},
|
|
JSONField: &JSONFieldData{
|
|
Data: [][]byte{
|
|
[]byte(`{"batch":1}`),
|
|
[]byte(`{"key":"hello"}`),
|
|
},
|
|
},
|
|
},
|
|
}
|
|
|
|
insertDataEmpty := &InsertData{
|
|
Data: map[int64]FieldData{
|
|
RowIDField: &Int64FieldData{[]int64{}},
|
|
TimestampField: &Int64FieldData{[]int64{}},
|
|
BoolField: &BoolFieldData{[]bool{}},
|
|
Int8Field: &Int8FieldData{[]int8{}},
|
|
Int16Field: &Int16FieldData{[]int16{}},
|
|
Int32Field: &Int32FieldData{[]int32{}},
|
|
Int64Field: &Int64FieldData{[]int64{}},
|
|
FloatField: &FloatFieldData{[]float32{}},
|
|
DoubleField: &DoubleFieldData{[]float64{}},
|
|
StringField: &StringFieldData{[]string{}},
|
|
BinaryVectorField: &BinaryVectorFieldData{[]byte{}, 8},
|
|
FloatVectorField: &FloatVectorFieldData{[]float32{}, 4},
|
|
Float16VectorField: &Float16VectorFieldData{[]byte{}, 4},
|
|
ArrayField: &ArrayFieldData{schemapb.DataType_Int32, []*schemapb.ScalarField{}},
|
|
JSONField: &JSONFieldData{[][]byte{}},
|
|
},
|
|
}
|
|
b, err := insertCodec.Serialize(PartitionID, SegmentID, insertDataEmpty)
|
|
assert.Error(t, err)
|
|
assert.Empty(t, b)
|
|
|
|
s, err := insertCodec.SerializePkStatsByData(insertDataEmpty)
|
|
assert.Error(t, err)
|
|
assert.Empty(t, s)
|
|
|
|
Blobs1, err := insertCodec.Serialize(PartitionID, SegmentID, insertData1)
|
|
assert.NoError(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, err := insertCodec.Serialize(PartitionID, SegmentID, insertData2)
|
|
assert.NoError(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.NoError(t, err)
|
|
assert.Equal(t, UniqueID(CollectionID), collID)
|
|
assert.Equal(t, UniqueID(PartitionID), partID)
|
|
assert.Equal(t, UniqueID(SegmentID), segID)
|
|
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)
|
|
assert.Equal(t, []byte{
|
|
0, 255, 0, 255, 0, 255, 0, 255,
|
|
0, 255, 0, 255, 0, 255, 0, 255,
|
|
0, 255, 0, 255, 0, 255, 0, 255,
|
|
0, 255, 0, 255, 0, 255, 0, 255,
|
|
}, resultData.Data[Float16VectorField].(*Float16VectorFieldData).Data)
|
|
|
|
int32ArrayList := [][]int32{{1, 2, 3}, {4, 5, 6}, {3, 2, 1}, {6, 5, 4}}
|
|
resultArrayList := [][]int32{}
|
|
for _, v := range resultData.Data[ArrayField].(*ArrayFieldData).Data {
|
|
resultArrayList = append(resultArrayList, v.GetIntData().GetData())
|
|
}
|
|
assert.EqualValues(t, int32ArrayList, resultArrayList)
|
|
|
|
assert.Equal(t,
|
|
[][]byte{
|
|
[]byte(`{"batch":1}`),
|
|
[]byte(`{"key":"hello"}`),
|
|
[]byte(`{"batch":2}`),
|
|
[]byte(`{"key":"world"}`),
|
|
},
|
|
resultData.Data[JSONField].(*JSONFieldData).Data)
|
|
|
|
log.Debug("Data", zap.Any("Data", resultData.Data))
|
|
log.Debug("Infos", zap.Any("Infos", resultData.Infos))
|
|
|
|
blobs := []*Blob{}
|
|
_, _, _, err = insertCodec.Deserialize(blobs)
|
|
assert.Error(t, err)
|
|
_, _, _, _, err = insertCodec.DeserializeAll(blobs)
|
|
assert.Error(t, err)
|
|
|
|
statsBlob1, err := insertCodec.SerializePkStatsByData(insertData1)
|
|
assert.NoError(t, err)
|
|
_, err = DeserializeStats([]*Blob{statsBlob1})
|
|
assert.NoError(t, err)
|
|
|
|
statsBlob2, err := insertCodec.SerializePkStatsByData(insertData2)
|
|
assert.NoError(t, err)
|
|
_, err = DeserializeStats([]*Blob{statsBlob2})
|
|
assert.NoError(t, err)
|
|
}
|
|
|
|
func TestDeleteCodec(t *testing.T) {
|
|
t.Run("int64 pk", func(t *testing.T) {
|
|
deleteCodec := NewDeleteCodec()
|
|
pk1 := &Int64PrimaryKey{
|
|
Value: 1,
|
|
}
|
|
deleteData := &DeleteData{
|
|
Pks: []PrimaryKey{pk1},
|
|
Tss: []uint64{43757345},
|
|
RowCount: int64(1),
|
|
}
|
|
|
|
pk2 := &Int64PrimaryKey{
|
|
Value: 2,
|
|
}
|
|
deleteData.Append(pk2, 23578294723)
|
|
blob, err := deleteCodec.Serialize(CollectionID, 1, 1, deleteData)
|
|
assert.NoError(t, err)
|
|
|
|
pid, sid, data, err := deleteCodec.Deserialize([]*Blob{blob})
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, pid, int64(1))
|
|
assert.Equal(t, sid, int64(1))
|
|
assert.Equal(t, data, deleteData)
|
|
})
|
|
|
|
t.Run("string pk", func(t *testing.T) {
|
|
deleteCodec := NewDeleteCodec()
|
|
pk1 := NewVarCharPrimaryKey("test1")
|
|
deleteData := &DeleteData{
|
|
Pks: []PrimaryKey{pk1},
|
|
Tss: []uint64{43757345},
|
|
RowCount: int64(1),
|
|
}
|
|
|
|
pk2 := NewVarCharPrimaryKey("test2")
|
|
deleteData.Append(pk2, 23578294723)
|
|
blob, err := deleteCodec.Serialize(CollectionID, 1, 1, deleteData)
|
|
assert.NoError(t, err)
|
|
|
|
pid, sid, data, err := deleteCodec.Deserialize([]*Blob{blob})
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, pid, int64(1))
|
|
assert.Equal(t, sid, int64(1))
|
|
assert.Equal(t, data, deleteData)
|
|
})
|
|
}
|
|
|
|
func TestUpgradeDeleteLog(t *testing.T) {
|
|
binlogWriter := NewDeleteBinlogWriter(schemapb.DataType_String, CollectionID, 1, 1)
|
|
eventWriter, err := binlogWriter.NextDeleteEventWriter()
|
|
assert.NoError(t, err)
|
|
|
|
dData := &DeleteData{
|
|
Pks: []PrimaryKey{&Int64PrimaryKey{Value: 1}, &Int64PrimaryKey{Value: 2}},
|
|
Tss: []Timestamp{100, 200},
|
|
RowCount: 2,
|
|
}
|
|
|
|
sizeTotal := 0
|
|
for i := int64(0); i < dData.RowCount; i++ {
|
|
int64PkValue := dData.Pks[i].(*Int64PrimaryKey).Value
|
|
ts := dData.Tss[i]
|
|
err = eventWriter.AddOneStringToPayload(fmt.Sprintf("%d,%d", int64PkValue, ts))
|
|
assert.NoError(t, err)
|
|
sizeTotal += binary.Size(int64PkValue)
|
|
sizeTotal += binary.Size(ts)
|
|
}
|
|
eventWriter.SetEventTimestamp(100, 200)
|
|
binlogWriter.SetEventTimeStamp(100, 200)
|
|
binlogWriter.AddExtra(originalSizeKey, fmt.Sprintf("%v", sizeTotal))
|
|
|
|
err = binlogWriter.Finish()
|
|
assert.NoError(t, err)
|
|
buffer, err := binlogWriter.GetBuffer()
|
|
assert.NoError(t, err)
|
|
blob := &Blob{Value: buffer}
|
|
|
|
dCodec := NewDeleteCodec()
|
|
parID, segID, deleteData, err := dCodec.Deserialize([]*Blob{blob})
|
|
assert.NoError(t, err)
|
|
assert.Equal(t, int64(1), parID)
|
|
assert.Equal(t, int64(1), segID)
|
|
assert.ElementsMatch(t, dData.Pks, deleteData.Pks)
|
|
assert.ElementsMatch(t, dData.Tss, deleteData.Tss)
|
|
}
|
|
|
|
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.NoError(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.NoError(t, err)
|
|
assert.Equal(t, resultTs, ts)
|
|
assert.Equal(t, resultRequests, ddRequests)
|
|
|
|
blobs = []*Blob{}
|
|
_, _, err = dataDefinitionCodec.Deserialize(blobs)
|
|
assert.Error(t, err)
|
|
}
|
|
|
|
func TestTsError(t *testing.T) {
|
|
insertData := &InsertData{}
|
|
insertCodec := NewInsertCodecWithSchema(nil)
|
|
blobs, err := insertCodec.Serialize(1, 1, insertData)
|
|
assert.Nil(t, blobs)
|
|
assert.Error(t, err)
|
|
}
|
|
|
|
func TestMemorySize(t *testing.T) {
|
|
insertData1 := &InsertData{
|
|
Data: map[int64]FieldData{
|
|
RowIDField: &Int64FieldData{
|
|
Data: []int64{3},
|
|
},
|
|
TimestampField: &Int64FieldData{
|
|
Data: []int64{3},
|
|
},
|
|
BoolField: &BoolFieldData{
|
|
Data: []bool{true},
|
|
},
|
|
Int8Field: &Int8FieldData{
|
|
Data: []int8{3},
|
|
},
|
|
Int16Field: &Int16FieldData{
|
|
Data: []int16{3},
|
|
},
|
|
Int32Field: &Int32FieldData{
|
|
Data: []int32{3},
|
|
},
|
|
Int64Field: &Int64FieldData{
|
|
Data: []int64{3},
|
|
},
|
|
FloatField: &FloatFieldData{
|
|
Data: []float32{3},
|
|
},
|
|
DoubleField: &DoubleFieldData{
|
|
Data: []float64{3},
|
|
},
|
|
StringField: &StringFieldData{
|
|
Data: []string{"3"},
|
|
},
|
|
BinaryVectorField: &BinaryVectorFieldData{
|
|
Data: []byte{0},
|
|
Dim: 8,
|
|
},
|
|
FloatVectorField: &FloatVectorFieldData{
|
|
Data: []float32{4, 5, 6, 7},
|
|
Dim: 4,
|
|
},
|
|
ArrayField: &ArrayFieldData{
|
|
ElementType: schemapb.DataType_Int32,
|
|
Data: []*schemapb.ScalarField{
|
|
{
|
|
Data: &schemapb.ScalarField_IntData{
|
|
IntData: &schemapb.IntArray{Data: []int32{1, 2, 3}},
|
|
},
|
|
},
|
|
},
|
|
},
|
|
JSONField: &JSONFieldData{
|
|
Data: [][]byte{
|
|
[]byte(`{"batch":1}`),
|
|
},
|
|
},
|
|
},
|
|
}
|
|
assert.Equal(t, insertData1.Data[RowIDField].GetMemorySize(), 8)
|
|
assert.Equal(t, insertData1.Data[TimestampField].GetMemorySize(), 8)
|
|
assert.Equal(t, insertData1.Data[BoolField].GetMemorySize(), 1)
|
|
assert.Equal(t, insertData1.Data[Int8Field].GetMemorySize(), 1)
|
|
assert.Equal(t, insertData1.Data[Int16Field].GetMemorySize(), 2)
|
|
assert.Equal(t, insertData1.Data[Int32Field].GetMemorySize(), 4)
|
|
assert.Equal(t, insertData1.Data[Int64Field].GetMemorySize(), 8)
|
|
assert.Equal(t, insertData1.Data[FloatField].GetMemorySize(), 4)
|
|
assert.Equal(t, insertData1.Data[DoubleField].GetMemorySize(), 8)
|
|
assert.Equal(t, insertData1.Data[StringField].GetMemorySize(), 17)
|
|
assert.Equal(t, insertData1.Data[BinaryVectorField].GetMemorySize(), 5)
|
|
assert.Equal(t, insertData1.Data[FloatField].GetMemorySize(), 4)
|
|
assert.Equal(t, insertData1.Data[ArrayField].GetMemorySize(), 3*4)
|
|
assert.Equal(t, insertData1.Data[JSONField].GetMemorySize(), len([]byte(`{"batch":1}`))+16)
|
|
|
|
insertData2 := &InsertData{
|
|
Data: map[int64]FieldData{
|
|
RowIDField: &Int64FieldData{
|
|
Data: []int64{1, 2},
|
|
},
|
|
TimestampField: &Int64FieldData{
|
|
Data: []int64{1, 2},
|
|
},
|
|
BoolField: &BoolFieldData{
|
|
Data: []bool{true, false},
|
|
},
|
|
Int8Field: &Int8FieldData{
|
|
Data: []int8{1, 2},
|
|
},
|
|
Int16Field: &Int16FieldData{
|
|
Data: []int16{1, 2},
|
|
},
|
|
Int32Field: &Int32FieldData{
|
|
Data: []int32{1, 2},
|
|
},
|
|
Int64Field: &Int64FieldData{
|
|
Data: []int64{1, 2},
|
|
},
|
|
FloatField: &FloatFieldData{
|
|
Data: []float32{1, 2},
|
|
},
|
|
DoubleField: &DoubleFieldData{
|
|
Data: []float64{1, 2},
|
|
},
|
|
StringField: &StringFieldData{
|
|
Data: []string{"1", "23"},
|
|
},
|
|
BinaryVectorField: &BinaryVectorFieldData{
|
|
Data: []byte{0, 255},
|
|
Dim: 8,
|
|
},
|
|
FloatVectorField: &FloatVectorFieldData{
|
|
Data: []float32{0, 1, 2, 3, 0, 1, 2, 3},
|
|
Dim: 4,
|
|
},
|
|
},
|
|
}
|
|
|
|
assert.Equal(t, insertData2.Data[RowIDField].GetMemorySize(), 16)
|
|
assert.Equal(t, insertData2.Data[TimestampField].GetMemorySize(), 16)
|
|
assert.Equal(t, insertData2.Data[BoolField].GetMemorySize(), 2)
|
|
assert.Equal(t, insertData2.Data[Int8Field].GetMemorySize(), 2)
|
|
assert.Equal(t, insertData2.Data[Int16Field].GetMemorySize(), 4)
|
|
assert.Equal(t, insertData2.Data[Int32Field].GetMemorySize(), 8)
|
|
assert.Equal(t, insertData2.Data[Int64Field].GetMemorySize(), 16)
|
|
assert.Equal(t, insertData2.Data[FloatField].GetMemorySize(), 8)
|
|
assert.Equal(t, insertData2.Data[DoubleField].GetMemorySize(), 16)
|
|
assert.Equal(t, insertData2.Data[StringField].GetMemorySize(), 35)
|
|
assert.Equal(t, insertData2.Data[BinaryVectorField].GetMemorySize(), 6)
|
|
assert.Equal(t, insertData2.Data[FloatField].GetMemorySize(), 8)
|
|
|
|
insertDataEmpty := &InsertData{
|
|
Data: map[int64]FieldData{
|
|
RowIDField: &Int64FieldData{[]int64{}},
|
|
TimestampField: &Int64FieldData{[]int64{}},
|
|
BoolField: &BoolFieldData{[]bool{}},
|
|
Int8Field: &Int8FieldData{[]int8{}},
|
|
Int16Field: &Int16FieldData{[]int16{}},
|
|
Int32Field: &Int32FieldData{[]int32{}},
|
|
Int64Field: &Int64FieldData{[]int64{}},
|
|
FloatField: &FloatFieldData{[]float32{}},
|
|
DoubleField: &DoubleFieldData{[]float64{}},
|
|
StringField: &StringFieldData{[]string{}},
|
|
BinaryVectorField: &BinaryVectorFieldData{[]byte{}, 8},
|
|
FloatVectorField: &FloatVectorFieldData{[]float32{}, 4},
|
|
},
|
|
}
|
|
|
|
assert.Equal(t, insertDataEmpty.Data[RowIDField].GetMemorySize(), 0)
|
|
assert.Equal(t, insertDataEmpty.Data[TimestampField].GetMemorySize(), 0)
|
|
assert.Equal(t, insertDataEmpty.Data[BoolField].GetMemorySize(), 0)
|
|
assert.Equal(t, insertDataEmpty.Data[Int8Field].GetMemorySize(), 0)
|
|
assert.Equal(t, insertDataEmpty.Data[Int16Field].GetMemorySize(), 0)
|
|
assert.Equal(t, insertDataEmpty.Data[Int32Field].GetMemorySize(), 0)
|
|
assert.Equal(t, insertDataEmpty.Data[Int64Field].GetMemorySize(), 0)
|
|
assert.Equal(t, insertDataEmpty.Data[FloatField].GetMemorySize(), 0)
|
|
assert.Equal(t, insertDataEmpty.Data[DoubleField].GetMemorySize(), 0)
|
|
assert.Equal(t, insertDataEmpty.Data[StringField].GetMemorySize(), 0)
|
|
assert.Equal(t, insertDataEmpty.Data[BinaryVectorField].GetMemorySize(), 4)
|
|
assert.Equal(t, insertDataEmpty.Data[FloatVectorField].GetMemorySize(), 4)
|
|
}
|