milvus/internal/storage/event_writer.go
shaoting-huang 88b373b024
enhance: binlog primary key turn off dict encoding (#34358)
issue: #34357 

Go Parquet uses dictionary encoding by default, and it will fall back to
plain encoding if the dictionary size exceeds the dictionary size page
limit. Users can specify custom fallback encoding by using
`parquet.WithEncoding(ENCODING_METHOD)` in writer properties. However,
Go Parquet [fallbacks to plain
encoding](e65c1e295d/go/parquet/file/column_writer_types.gen.go.tmpl (L238))
rather than custom encoding method users provide. Therefore, this patch
only turns off dictionary encoding for the primary key.

With a 5 million auto ID primary key benchmark, the parquet file size
improves from 13.93 MB to 8.36 MB when dictionary encoding is turned
off, reducing primary key storage space by 40%.

Signed-off-by: shaoting-huang <shaoting.huang@zilliz.com>
2024-07-17 17:47:44 +08:00

393 lines
11 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 (
"bytes"
"encoding/binary"
"io"
"github.com/cockroachdb/errors"
"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
"github.com/milvus-io/milvus/pkg/common"
)
// EventTypeCode represents event type by code
type EventTypeCode int8
// EventTypeCode definitions
const (
DescriptorEventType EventTypeCode = iota
InsertEventType
DeleteEventType
CreateCollectionEventType
DropCollectionEventType
CreatePartitionEventType
DropPartitionEventType
IndexFileEventType
EventTypeEnd
)
// String returns the string representation
func (code EventTypeCode) String() string {
codes := map[EventTypeCode]string{
DescriptorEventType: "DescriptorEventType",
InsertEventType: "InsertEventType",
DeleteEventType: "DeleteEventType",
CreateCollectionEventType: "CreateCollectionEventType",
DropCollectionEventType: "DropCollectionEventType",
CreatePartitionEventType: "CreatePartitionEventType",
DropPartitionEventType: "DropPartitionEventType",
IndexFileEventType: "IndexFileEventType",
}
if eventTypeStr, ok := codes[code]; ok {
return eventTypeStr
}
return "InvalidEventType"
}
type descriptorEvent struct {
descriptorEventHeader
descriptorEventData
}
// GetMemoryUsageInBytes returns descriptor Event memory usage in bytes
func (event *descriptorEvent) GetMemoryUsageInBytes() int32 {
return event.descriptorEventHeader.GetMemoryUsageInBytes() + event.descriptorEventData.GetMemoryUsageInBytes()
}
// Write writes descriptor event into buffer
func (event *descriptorEvent) Write(buffer io.Writer) error {
err := event.descriptorEventData.FinishExtra()
if err != nil {
return err
}
event.descriptorEventHeader.EventLength = event.descriptorEventHeader.GetMemoryUsageInBytes() + event.descriptorEventData.GetMemoryUsageInBytes()
event.descriptorEventHeader.NextPosition = int32(binary.Size(MagicNumber)) + event.descriptorEventHeader.EventLength
if err := event.descriptorEventHeader.Write(buffer); err != nil {
return err
}
if err := event.descriptorEventData.Write(buffer); err != nil {
return err
}
return nil
}
// EventWriter abstracts event writer
type EventWriter interface {
PayloadWriterInterface
// Finish set meta in header and no data can be added to event writer
Finish() error
// Close release resources
Close()
// Write serialize to buffer, should call Finish first
Write(buffer *bytes.Buffer) error
GetMemoryUsageInBytes() (int32, error)
SetOffset(offset int32)
}
type baseEventWriter struct {
eventHeader
PayloadWriterInterface
isClosed bool
isFinish bool
offset int32
getEventDataSize func() int32
writeEventData func(buffer io.Writer) error
}
func (writer *baseEventWriter) GetMemoryUsageInBytes() (int32, error) {
data, err := writer.GetPayloadBufferFromWriter()
if err != nil {
return -1, err
}
size := writer.getEventDataSize() + writer.eventHeader.GetMemoryUsageInBytes() + int32(len(data))
return size, nil
}
func (writer *baseEventWriter) Write(buffer *bytes.Buffer) error {
if err := writer.eventHeader.Write(buffer); err != nil {
return err
}
if err := writer.writeEventData(buffer); err != nil {
return err
}
data, err := writer.GetPayloadBufferFromWriter()
if err != nil {
return err
}
if err := binary.Write(buffer, common.Endian, data); err != nil {
return err
}
return nil
}
func (writer *baseEventWriter) Finish() error {
if !writer.isFinish {
writer.isFinish = true
if err := writer.FinishPayloadWriter(); err != nil {
return err
}
eventLength, err := writer.GetMemoryUsageInBytes()
if err != nil {
return err
}
writer.EventLength = eventLength
writer.NextPosition = eventLength + writer.offset
}
return nil
}
func (writer *baseEventWriter) Close() {
if !writer.isClosed {
writer.isFinish = true
writer.isClosed = true
writer.ReleasePayloadWriter()
}
}
func (writer *baseEventWriter) SetOffset(offset int32) {
writer.offset = offset
}
type insertEventWriter struct {
baseEventWriter
insertEventData
}
type deleteEventWriter struct {
baseEventWriter
deleteEventData
}
type createCollectionEventWriter struct {
baseEventWriter
createCollectionEventData
}
type dropCollectionEventWriter struct {
baseEventWriter
dropCollectionEventData
}
type createPartitionEventWriter struct {
baseEventWriter
createPartitionEventData
}
type dropPartitionEventWriter struct {
baseEventWriter
dropPartitionEventData
}
type indexFileEventWriter struct {
baseEventWriter
indexFileEventData
}
func newDescriptorEvent() *descriptorEvent {
header := newDescriptorEventHeader()
data := newDescriptorEventData()
return &descriptorEvent{
descriptorEventHeader: *header,
descriptorEventData: *data,
}
}
func NewBaseDescriptorEvent(collectionID int64, partitionID int64, segmentID int64) *descriptorEvent {
de := newDescriptorEvent()
de.CollectionID = collectionID
de.PartitionID = partitionID
de.SegmentID = segmentID
de.StartTimestamp = 0
de.EndTimestamp = 0
return de
}
func newInsertEventWriter(dataType schemapb.DataType, opts ...PayloadWriterOptions) (*insertEventWriter, error) {
payloadWriter, err := NewPayloadWriter(dataType, opts...)
if err != nil {
return nil, err
}
header := newEventHeader(InsertEventType)
data := newInsertEventData()
writer := &insertEventWriter{
baseEventWriter: baseEventWriter{
eventHeader: *header,
PayloadWriterInterface: payloadWriter,
isClosed: false,
isFinish: false,
},
insertEventData: *data,
}
writer.baseEventWriter.getEventDataSize = writer.insertEventData.GetEventDataFixPartSize
writer.baseEventWriter.writeEventData = writer.insertEventData.WriteEventData
return writer, nil
}
func newDeleteEventWriter(dataType schemapb.DataType, opts ...PayloadWriterOptions) (*deleteEventWriter, error) {
payloadWriter, err := NewPayloadWriter(dataType, opts...)
if err != nil {
return nil, err
}
header := newEventHeader(DeleteEventType)
data := newDeleteEventData()
writer := &deleteEventWriter{
baseEventWriter: baseEventWriter{
eventHeader: *header,
PayloadWriterInterface: payloadWriter,
isClosed: false,
isFinish: false,
},
deleteEventData: *data,
}
writer.baseEventWriter.getEventDataSize = writer.deleteEventData.GetEventDataFixPartSize
writer.baseEventWriter.writeEventData = writer.deleteEventData.WriteEventData
return writer, nil
}
func newCreateCollectionEventWriter(dataType schemapb.DataType) (*createCollectionEventWriter, error) {
if dataType != schemapb.DataType_String && dataType != schemapb.DataType_Int64 {
return nil, errors.New("incorrect data type")
}
payloadWriter, err := NewPayloadWriter(dataType)
if err != nil {
return nil, err
}
header := newEventHeader(CreateCollectionEventType)
data := newCreateCollectionEventData()
writer := &createCollectionEventWriter{
baseEventWriter: baseEventWriter{
eventHeader: *header,
PayloadWriterInterface: payloadWriter,
isClosed: false,
isFinish: false,
},
createCollectionEventData: *data,
}
writer.baseEventWriter.getEventDataSize = writer.createCollectionEventData.GetEventDataFixPartSize
writer.baseEventWriter.writeEventData = writer.createCollectionEventData.WriteEventData
return writer, nil
}
func newDropCollectionEventWriter(dataType schemapb.DataType) (*dropCollectionEventWriter, error) {
if dataType != schemapb.DataType_String && dataType != schemapb.DataType_Int64 {
return nil, errors.New("incorrect data type")
}
payloadWriter, err := NewPayloadWriter(dataType)
if err != nil {
return nil, err
}
header := newEventHeader(DropCollectionEventType)
data := newDropCollectionEventData()
writer := &dropCollectionEventWriter{
baseEventWriter: baseEventWriter{
eventHeader: *header,
PayloadWriterInterface: payloadWriter,
isClosed: false,
isFinish: false,
},
dropCollectionEventData: *data,
}
writer.baseEventWriter.getEventDataSize = writer.dropCollectionEventData.GetEventDataFixPartSize
writer.baseEventWriter.writeEventData = writer.dropCollectionEventData.WriteEventData
return writer, nil
}
func newCreatePartitionEventWriter(dataType schemapb.DataType) (*createPartitionEventWriter, error) {
if dataType != schemapb.DataType_String && dataType != schemapb.DataType_Int64 {
return nil, errors.New("incorrect data type")
}
payloadWriter, err := NewPayloadWriter(dataType)
if err != nil {
return nil, err
}
header := newEventHeader(CreatePartitionEventType)
data := newCreatePartitionEventData()
writer := &createPartitionEventWriter{
baseEventWriter: baseEventWriter{
eventHeader: *header,
PayloadWriterInterface: payloadWriter,
isClosed: false,
isFinish: false,
},
createPartitionEventData: *data,
}
writer.baseEventWriter.getEventDataSize = writer.createPartitionEventData.GetEventDataFixPartSize
writer.baseEventWriter.writeEventData = writer.createPartitionEventData.WriteEventData
return writer, nil
}
func newDropPartitionEventWriter(dataType schemapb.DataType) (*dropPartitionEventWriter, error) {
if dataType != schemapb.DataType_String && dataType != schemapb.DataType_Int64 {
return nil, errors.New("incorrect data type")
}
payloadWriter, err := NewPayloadWriter(dataType)
if err != nil {
return nil, err
}
header := newEventHeader(DropPartitionEventType)
data := newDropPartitionEventData()
writer := &dropPartitionEventWriter{
baseEventWriter: baseEventWriter{
eventHeader: *header,
PayloadWriterInterface: payloadWriter,
isClosed: false,
isFinish: false,
},
dropPartitionEventData: *data,
}
writer.baseEventWriter.getEventDataSize = writer.dropPartitionEventData.GetEventDataFixPartSize
writer.baseEventWriter.writeEventData = writer.dropPartitionEventData.WriteEventData
return writer, nil
}
func newIndexFileEventWriter(dataType schemapb.DataType) (*indexFileEventWriter, error) {
payloadWriter, err := NewPayloadWriter(dataType)
if err != nil {
return nil, err
}
header := newEventHeader(IndexFileEventType)
data := newIndexFileEventData()
writer := &indexFileEventWriter{
baseEventWriter: baseEventWriter{
eventHeader: *header,
PayloadWriterInterface: payloadWriter,
isClosed: false,
isFinish: false,
},
indexFileEventData: *data,
}
writer.baseEventWriter.getEventDataSize = writer.indexFileEventData.GetEventDataFixPartSize
writer.baseEventWriter.writeEventData = writer.indexFileEventData.WriteEventData
return writer, nil
}