enhance: [cherry-pick] Batch pick PRs related to data codec (#34345)

This PR cherry-picks the following commits related to data codec
- Fix data codec writer close. #33818
- Legacy code clean up. #33838

issue: #33813 #33839 

pr: #33818 #33838

Signed-off-by: shaoting-huang <shaoting.huang@zilliz.com>
pull/34475/head
shaoting-huang 2024-07-04 15:08:11 +08:00 committed by GitHub
parent b33243f236
commit dd4dfbcd8d
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
6 changed files with 132 additions and 515 deletions

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@ -127,69 +127,6 @@ func (itr *InsertBinlogIterator) isDisposed() bool {
return atomic.LoadInt32(&itr.dispose) == 1
}
/*
type DeltalogIterator struct {
dispose int32
values []*Value
pos int
}
func NewDeltalogIterator(blob *Blob) (*DeltalogIterator, error) {
deltaCodec := NewDeleteCodec()
_, _, serData, err := deltaCodec.Deserialize(blob)
if err != nil {
return nil, err
}
values := make([]*Value, 0, len(serData.Data))
for pkstr, ts := range serData.Data {
pk, err := strconv.ParseInt(pkstr, 10, 64)
if err != nil {
return nil, err
}
values = append(values, &Value{pk, ts, true, nil})
}
sort.Slice(values, func(i, j int) bool { return values[i].id < values[j].id })
return &DeltalogIterator{values: values}, nil
}
// HasNext returns true if the iterator have unread record
func (itr *DeltalogIterator) HasNext() bool {
return !itr.isDisposed() && itr.hasNext()
}
// Next returns the next record
func (itr *DeltalogIterator) Next() (interface{}, error) {
if itr.isDisposed() {
return nil, ErrDisposed
}
if !itr.hasNext() {
return nil, ErrNoMoreRecord
}
tmp := itr.values[itr.pos]
itr.pos++
return tmp, nil
}
// Dispose disposes the iterator
func (itr *DeltalogIterator) Dispose() {
atomic.CompareAndSwapInt32(&itr.dispose, 0, 1)
}
func (itr *DeltalogIterator) hasNext() bool {
return itr.pos < len(itr.values)
}
func (itr *DeltalogIterator) isDisposed() bool {
return atomic.LoadInt32(&itr.dispose) == 1
}
*/
// MergeIterator merge iterators.
type MergeIterator struct {
disposed int32
@ -278,156 +215,3 @@ func (itr *MergeIterator) hasNext() bool {
itr.nextRecord = minRecord
return true
}
/*
func NewInsertlogMergeIterator(blobs [][]*Blob) (*MergeIterator, error) {
iterators := make([]Iterator, 0, len(blobs))
for _, fieldBlobs := range blobs {
itr, err := NewInsertBinlogIterator(fieldBlobs)
if err != nil {
return nil, err
}
iterators = append(iterators, itr)
}
return NewMergeIterator(iterators), nil
}
func NewDeltalogMergeIterator(blobs []*Blob) (*MergeIterator, error) {
iterators := make([]Iterator, 0, len(blobs))
for _, blob := range blobs {
itr, err := NewDeltalogIterator(blob)
if err != nil {
return nil, err
}
iterators = append(iterators, itr)
}
return NewMergeIterator(iterators), nil
}
type MergeSingleSegmentIterator struct {
disposed int32
insertItr Iterator
deltaItr Iterator
timetravel int64
nextRecord *Value
insertTmpRecord *Value
deltaTmpRecord *Value
}
func NewMergeSingleSegmentIterator(insertBlobs [][]*Blob, deltaBlobs []*Blob, timetravel int64) (*MergeSingleSegmentIterator, error) {
insertMergeItr, err := NewInsertlogMergeIterator(insertBlobs)
if err != nil {
return nil, err
}
deltaMergeItr, err := NewDeltalogMergeIterator(deltaBlobs)
if err != nil {
return nil, err
}
return &MergeSingleSegmentIterator{
insertItr: insertMergeItr,
deltaItr: deltaMergeItr,
timetravel: timetravel,
}, nil
}
// HasNext returns true if the iterator have unread record
func (itr *MergeSingleSegmentIterator) HasNext() bool {
return !itr.isDisposed() && itr.hasNext()
}
// Next returns the next record
func (itr *MergeSingleSegmentIterator) Next() (interface{}, error) {
if itr.isDisposed() {
return nil, ErrDisposed
}
if !itr.hasNext() {
return nil, ErrNoMoreRecord
}
tmp := itr.nextRecord
itr.nextRecord = nil
return tmp, nil
}
// Dispose disposes the iterator
func (itr *MergeSingleSegmentIterator) Dispose() {
if itr.isDisposed() {
return
}
if itr.insertItr != nil {
itr.insertItr.Dispose()
}
if itr.deltaItr != nil {
itr.deltaItr.Dispose()
}
atomic.CompareAndSwapInt32(&itr.disposed, 0, 1)
}
func (itr *MergeSingleSegmentIterator) isDisposed() bool {
return atomic.LoadInt32(&itr.disposed) == 1
}
func (itr *MergeSingleSegmentIterator) hasNext() bool {
if itr.nextRecord != nil {
return true
}
for {
if itr.insertTmpRecord == nil && itr.insertItr.HasNext() {
r, _ := itr.insertItr.Next()
itr.insertTmpRecord = r.(*Value)
}
if itr.deltaTmpRecord == nil && itr.deltaItr.HasNext() {
r, _ := itr.deltaItr.Next()
itr.deltaTmpRecord = r.(*Value)
}
if itr.insertTmpRecord == nil && itr.deltaTmpRecord == nil {
return false
} else if itr.insertTmpRecord == nil {
itr.nextRecord = itr.deltaTmpRecord
itr.deltaTmpRecord = nil
return true
} else if itr.deltaTmpRecord == nil {
itr.nextRecord = itr.insertTmpRecord
itr.insertTmpRecord = nil
return true
} else {
// merge records
if itr.insertTmpRecord.timestamp >= itr.timetravel {
itr.nextRecord = itr.insertTmpRecord
itr.insertTmpRecord = nil
return true
}
if itr.deltaTmpRecord.timestamp >= itr.timetravel {
itr.nextRecord = itr.deltaTmpRecord
itr.deltaTmpRecord = nil
return true
}
if itr.insertTmpRecord.id < itr.deltaTmpRecord.id {
itr.nextRecord = itr.insertTmpRecord
itr.insertTmpRecord = nil
return true
} else if itr.insertTmpRecord.id > itr.deltaTmpRecord.id {
itr.deltaTmpRecord = nil
continue
} else if itr.insertTmpRecord.id == itr.deltaTmpRecord.id {
if itr.insertTmpRecord.timestamp <= itr.deltaTmpRecord.timestamp {
itr.insertTmpRecord = nil
continue
} else {
itr.deltaTmpRecord = nil
continue
}
}
}
}
}
*/

View File

@ -248,25 +248,10 @@ func (insertCodec *InsertCodec) Serialize(partitionID UniqueID, segmentID Unique
var dim int64
if typeutil.IsVectorType(field.DataType) {
switch field.DataType {
case schemapb.DataType_FloatVector:
dim, err = typeutil.GetDim(field)
if err != nil {
return nil, err
}
eventWriter, err = writer.NextInsertEventWriter(int(dim))
case schemapb.DataType_BinaryVector:
dim, err = typeutil.GetDim(field)
if err != nil {
return nil, err
}
eventWriter, err = writer.NextInsertEventWriter(int(dim))
case schemapb.DataType_Float16Vector:
dim, err = typeutil.GetDim(field)
if err != nil {
return nil, err
}
eventWriter, err = writer.NextInsertEventWriter(int(dim))
case schemapb.DataType_BFloat16Vector:
case schemapb.DataType_FloatVector,
schemapb.DataType_BinaryVector,
schemapb.DataType_Float16Vector,
schemapb.DataType_BFloat16Vector:
dim, err = typeutil.GetDim(field)
if err != nil {
return nil, err
@ -293,136 +278,12 @@ func (insertCodec *InsertCodec) Serialize(partitionID UniqueID, segmentID Unique
blockMemorySize := singleData.GetMemorySize()
memorySize += int64(blockMemorySize)
switch field.DataType {
case schemapb.DataType_Bool:
err = eventWriter.AddBoolToPayload(singleData.(*BoolFieldData).Data)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_Int8:
err = eventWriter.AddInt8ToPayload(singleData.(*Int8FieldData).Data)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_Int16:
err = eventWriter.AddInt16ToPayload(singleData.(*Int16FieldData).Data)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_Int32:
err = eventWriter.AddInt32ToPayload(singleData.(*Int32FieldData).Data)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_Int64:
err = eventWriter.AddInt64ToPayload(singleData.(*Int64FieldData).Data)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_Float:
err = eventWriter.AddFloatToPayload(singleData.(*FloatFieldData).Data)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_Double:
err = eventWriter.AddDoubleToPayload(singleData.(*DoubleFieldData).Data)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_String, schemapb.DataType_VarChar:
for _, singleString := range singleData.(*StringFieldData).Data {
err = eventWriter.AddOneStringToPayload(singleString)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_Array:
for _, singleArray := range singleData.(*ArrayFieldData).Data {
err = eventWriter.AddOneArrayToPayload(singleArray)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_JSON:
for _, singleJSON := range singleData.(*JSONFieldData).Data {
err = eventWriter.AddOneJSONToPayload(singleJSON)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_BinaryVector:
err = eventWriter.AddBinaryVectorToPayload(singleData.(*BinaryVectorFieldData).Data, singleData.(*BinaryVectorFieldData).Dim)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_FloatVector:
err = eventWriter.AddFloatVectorToPayload(singleData.(*FloatVectorFieldData).Data, singleData.(*FloatVectorFieldData).Dim)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_Float16Vector:
err = eventWriter.AddFloat16VectorToPayload(singleData.(*Float16VectorFieldData).Data, singleData.(*Float16VectorFieldData).Dim)
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_BFloat16Vector:
err = eventWriter.AddBFloat16VectorToPayload(singleData.(*BFloat16VectorFieldData).Data, singleData.(*BFloat16VectorFieldData).Dim)
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
case schemapb.DataType_SparseFloatVector:
err = eventWriter.AddSparseFloatVectorToPayload(singleData.(*SparseFloatVectorFieldData))
if err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
default:
return nil, fmt.Errorf("undefined data type %d", field.DataType)
}
if err != nil {
if err = AddFieldDataToPayload(eventWriter, field.DataType, singleData); err != nil {
eventWriter.Close()
writer.Close()
return nil, err
}
writer.AddExtra(originalSizeKey, fmt.Sprintf("%v", blockMemorySize))
writer.SetEventTimeStamp(startTs, endTs)
}
@ -453,6 +314,81 @@ func (insertCodec *InsertCodec) Serialize(partitionID UniqueID, segmentID Unique
return blobs, nil
}
func AddFieldDataToPayload(eventWriter *insertEventWriter, dataType schemapb.DataType, singleData FieldData) error {
var err error
switch dataType {
case schemapb.DataType_Bool:
if err = eventWriter.AddBoolToPayload(singleData.(*BoolFieldData).Data); err != nil {
return err
}
case schemapb.DataType_Int8:
if err = eventWriter.AddInt8ToPayload(singleData.(*Int8FieldData).Data); err != nil {
return err
}
case schemapb.DataType_Int16:
if err = eventWriter.AddInt16ToPayload(singleData.(*Int16FieldData).Data); err != nil {
return err
}
case schemapb.DataType_Int32:
if err = eventWriter.AddInt32ToPayload(singleData.(*Int32FieldData).Data); err != nil {
return err
}
case schemapb.DataType_Int64:
if err = eventWriter.AddInt64ToPayload(singleData.(*Int64FieldData).Data); err != nil {
return err
}
case schemapb.DataType_Float:
if err = eventWriter.AddFloatToPayload(singleData.(*FloatFieldData).Data); err != nil {
return err
}
case schemapb.DataType_Double:
if err = eventWriter.AddDoubleToPayload(singleData.(*DoubleFieldData).Data); err != nil {
return err
}
case schemapb.DataType_String, schemapb.DataType_VarChar:
for _, singleString := range singleData.(*StringFieldData).Data {
if err = eventWriter.AddOneStringToPayload(singleString); err != nil {
return err
}
}
case schemapb.DataType_Array:
for _, singleArray := range singleData.(*ArrayFieldData).Data {
if err = eventWriter.AddOneArrayToPayload(singleArray); err != nil {
return err
}
}
case schemapb.DataType_JSON:
for _, singleJSON := range singleData.(*JSONFieldData).Data {
if err = eventWriter.AddOneJSONToPayload(singleJSON); err != nil {
return err
}
}
case schemapb.DataType_BinaryVector:
if err = eventWriter.AddBinaryVectorToPayload(singleData.(*BinaryVectorFieldData).Data, singleData.(*BinaryVectorFieldData).Dim); err != nil {
return err
}
case schemapb.DataType_FloatVector:
if err = eventWriter.AddFloatVectorToPayload(singleData.(*FloatVectorFieldData).Data, singleData.(*FloatVectorFieldData).Dim); err != nil {
return err
}
case schemapb.DataType_Float16Vector:
if err = eventWriter.AddFloat16VectorToPayload(singleData.(*Float16VectorFieldData).Data, singleData.(*Float16VectorFieldData).Dim); err != nil {
return err
}
case schemapb.DataType_BFloat16Vector:
if err = eventWriter.AddBFloat16VectorToPayload(singleData.(*BFloat16VectorFieldData).Data, singleData.(*BFloat16VectorFieldData).Dim); err != nil {
return err
}
case schemapb.DataType_SparseFloatVector:
if err = eventWriter.AddSparseFloatVectorToPayload(singleData.(*SparseFloatVectorFieldData)); err != nil {
return err
}
default:
return fmt.Errorf("undefined data type %d", dataType)
}
return nil
}
func (insertCodec *InsertCodec) DeserializeAll(blobs []*Blob) (
collectionID UniqueID,
partitionID UniqueID,
@ -845,31 +781,6 @@ func (insertCodec *InsertCodec) DeserializeInto(fieldBinlogs []*Blob, rowNum int
return collectionID, partitionID, segmentID, nil
}
// func deserializeEntity[T any, U any](
// eventReader *EventReader,
// binlogReader *BinlogReader,
// insertData *InsertData,
// getPayloadFunc func() (U, error),
// fillDataFunc func() FieldData,
// ) error {
// fieldID := binlogReader.FieldID
// stringPayload, err := getPayloadFunc()
// if err != nil {
// eventReader.Close()
// binlogReader.Close()
// return err
// }
//
// if insertData.Data[fieldID] == nil {
// insertData.Data[fieldID] = fillDataFunc()
// }
// stringFieldData := insertData.Data[fieldID].(*T)
//
// stringFieldData.Data = append(stringFieldData.Data, stringPayload...)
// totalLength += len(stringPayload)
// insertData.Data[fieldID] = stringFieldData
// }
// Deserialize transfer blob back to insert data.
// From schema, it get all fields.
// For each field, it will create a binlog reader, and read all event to the buffer.

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@ -918,3 +918,51 @@ func TestDeleteData(t *testing.T) {
assert.EqualValues(t, dData.Size(), 72)
})
}
func TestAddFieldDataToPayload(t *testing.T) {
w := NewInsertBinlogWriter(schemapb.DataType_Int64, 10, 20, 30, 40)
e, _ := w.NextInsertEventWriter()
var err error
err = AddFieldDataToPayload(e, schemapb.DataType_Bool, &BoolFieldData{[]bool{}})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_Int8, &Int8FieldData{[]int8{}})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_Int16, &Int16FieldData{[]int16{}})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_Int32, &Int32FieldData{[]int32{}})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_Int64, &Int64FieldData{[]int64{}})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_Float, &FloatFieldData{[]float32{}})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_Double, &DoubleFieldData{[]float64{}})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_String, &StringFieldData{[]string{"test"}, schemapb.DataType_VarChar})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_Array, &ArrayFieldData{
ElementType: schemapb.DataType_VarChar,
Data: []*schemapb.ScalarField{{
Data: &schemapb.ScalarField_IntData{
IntData: &schemapb.IntArray{Data: []int32{1, 2, 3}},
},
}},
})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_JSON, &JSONFieldData{[][]byte{[]byte(`"batch":2}`)}})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_BinaryVector, &BinaryVectorFieldData{[]byte{}, 8})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_FloatVector, &FloatVectorFieldData{[]float32{}, 4})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_Float16Vector, &Float16VectorFieldData{[]byte{}, 4})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_BFloat16Vector, &BFloat16VectorFieldData{[]byte{}, 8})
assert.Error(t, err)
err = AddFieldDataToPayload(e, schemapb.DataType_SparseFloatVector, &SparseFloatVectorFieldData{
SparseFloatArray: schemapb.SparseFloatArray{
Dim: 0,
Contents: [][]byte{},
},
})
assert.Error(t, err)
}

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@ -243,7 +243,7 @@ func (w *NativePayloadWriter) AddInt16ToPayload(data []int16) error {
}
if len(data) == 0 {
return errors.New("can't add empty msgs into int64 payload")
return errors.New("can't add empty msgs into int16 payload")
}
builder, ok := w.builder.(*array.Int16Builder)

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@ -982,44 +982,6 @@ func binaryWrite(endian binary.ByteOrder, data interface{}) ([]byte, error) {
return buf.Bytes(), nil
}
// FieldDataToBytes encode field data to byte slice.
// For some fixed-length data, such as int32, int64, float vector, use binary.Write directly.
// For binary vector, return it directly.
// For bool data, first transfer to schemapb.BoolArray and then marshal it. (TODO: handle bool like other scalar data.)
// For variable-length data, such as string, first transfer to schemapb.StringArray and then marshal it.
// TODO: find a proper way to store variable-length data. Or we should unify to use protobuf?
func FieldDataToBytes(endian binary.ByteOrder, fieldData FieldData) ([]byte, error) {
switch field := fieldData.(type) {
case *BoolFieldData:
// return binaryWrite(endian, field.Data)
return boolFieldDataToPbBytes(field)
case *StringFieldData:
return stringFieldDataToPbBytes(field)
case *ArrayFieldData:
return arrayFieldDataToPbBytes(field)
case *JSONFieldData:
return jsonFieldDataToPbBytes(field)
case *BinaryVectorFieldData:
return field.Data, nil
case *FloatVectorFieldData:
return binaryWrite(endian, field.Data)
case *Int8FieldData:
return binaryWrite(endian, field.Data)
case *Int16FieldData:
return binaryWrite(endian, field.Data)
case *Int32FieldData:
return binaryWrite(endian, field.Data)
case *Int64FieldData:
return binaryWrite(endian, field.Data)
case *FloatFieldData:
return binaryWrite(endian, field.Data)
case *DoubleFieldData:
return binaryWrite(endian, field.Data)
default:
return nil, fmt.Errorf("unsupported field data: %s", field)
}
}
func TransferInsertDataToInsertRecord(insertData *InsertData) (*segcorepb.InsertRecord, error) {
insertRecord := &segcorepb.InsertRecord{}
for fieldID, rawData := range insertData.Data {

View File

@ -1551,94 +1551,6 @@ func binaryRead(endian binary.ByteOrder, bs []byte, receiver interface{}) error
return binary.Read(reader, endian, receiver)
}
func TestFieldDataToBytes(t *testing.T) {
// TODO: test big endian.
endian := common.Endian
var bs []byte
var err error
var receiver interface{}
f1 := &BoolFieldData{Data: []bool{true, false}}
bs, err = FieldDataToBytes(endian, f1)
assert.NoError(t, err)
var barr schemapb.BoolArray
err = proto.Unmarshal(bs, &barr)
assert.NoError(t, err)
assert.ElementsMatch(t, f1.Data, barr.Data)
f2 := &StringFieldData{Data: []string{"true", "false"}}
bs, err = FieldDataToBytes(endian, f2)
assert.NoError(t, err)
var sarr schemapb.StringArray
err = proto.Unmarshal(bs, &sarr)
assert.NoError(t, err)
assert.ElementsMatch(t, f2.Data, sarr.Data)
f3 := &Int8FieldData{Data: []int8{0, 1}}
bs, err = FieldDataToBytes(endian, f3)
assert.NoError(t, err)
receiver = make([]int8, 2)
err = binaryRead(endian, bs, receiver)
assert.NoError(t, err)
assert.ElementsMatch(t, f3.Data, receiver)
f4 := &Int16FieldData{Data: []int16{0, 1}}
bs, err = FieldDataToBytes(endian, f4)
assert.NoError(t, err)
receiver = make([]int16, 2)
err = binaryRead(endian, bs, receiver)
assert.NoError(t, err)
assert.ElementsMatch(t, f4.Data, receiver)
f5 := &Int32FieldData{Data: []int32{0, 1}}
bs, err = FieldDataToBytes(endian, f5)
assert.NoError(t, err)
receiver = make([]int32, 2)
err = binaryRead(endian, bs, receiver)
assert.NoError(t, err)
assert.ElementsMatch(t, f5.Data, receiver)
f6 := &Int64FieldData{Data: []int64{0, 1}}
bs, err = FieldDataToBytes(endian, f6)
assert.NoError(t, err)
receiver = make([]int64, 2)
err = binaryRead(endian, bs, receiver)
assert.NoError(t, err)
assert.ElementsMatch(t, f6.Data, receiver)
// in fact, hard to compare float point value.
f7 := &FloatFieldData{Data: []float32{0, 1}}
bs, err = FieldDataToBytes(endian, f7)
assert.NoError(t, err)
receiver = make([]float32, 2)
err = binaryRead(endian, bs, receiver)
assert.NoError(t, err)
assert.ElementsMatch(t, f7.Data, receiver)
f8 := &DoubleFieldData{Data: []float64{0, 1}}
bs, err = FieldDataToBytes(endian, f8)
assert.NoError(t, err)
receiver = make([]float64, 2)
err = binaryRead(endian, bs, receiver)
assert.NoError(t, err)
assert.ElementsMatch(t, f8.Data, receiver)
f9 := &BinaryVectorFieldData{Data: []byte{0, 1, 0}}
bs, err = FieldDataToBytes(endian, f9)
assert.NoError(t, err)
assert.ElementsMatch(t, f9.Data, bs)
f10 := &FloatVectorFieldData{Data: []float32{0, 1}}
bs, err = FieldDataToBytes(endian, f10)
assert.NoError(t, err)
receiver = make([]float32, 2)
err = binaryRead(endian, bs, receiver)
assert.NoError(t, err)
assert.ElementsMatch(t, f10.Data, receiver)
}
func TestJson(t *testing.T) {
extras := make(map[string]string)
extras["IndexBuildID"] = "10"