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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2024 Weaviate B.V. All rights reserved.
//
// CONTACT: [email protected]
//
package backup
import (
"context"
"encoding/json"
"fmt"
"io"
"os"
"path"
"runtime"
"sync/atomic"
"time"
"github.com/prometheus/client_golang/prometheus"
"github.com/sirupsen/logrus"
"github.com/weaviate/weaviate/entities/backup"
"github.com/weaviate/weaviate/entities/modulecapabilities"
"github.com/weaviate/weaviate/usecases/monitoring"
"golang.org/x/sync/errgroup"
)
// TODO adjust or make configurable
const (
storeTimeout = 24 * time.Hour
metaTimeout = 20 * time.Minute
// DefaultChunkSize if size is not specified
DefaultChunkSize = 1 << 27 // 128MB
// maxChunkSize is the upper bound on the chunk size
maxChunkSize = 1 << 29 // 512MB
// minChunkSize is the lower bound on the chunk size
minChunkSize = 1 << 21 // 2MB
// maxCPUPercentage max CPU percentage can be consumed by the file writer
maxCPUPercentage = 80
// DefaultCPUPercentage default CPU percentage can be consumed by the file writer
DefaultCPUPercentage = 50
)
const (
// BackupFile used by a node to store its metadata
BackupFile = "backup.json"
// GlobalBackupFile used by coordinator to store its metadata
GlobalBackupFile = "backup_config.json"
GlobalRestoreFile = "restore_config.json"
_TempDirectory = ".backup.tmp"
)
var _NUMCPU = runtime.NumCPU()
type objStore struct {
b modulecapabilities.BackupBackend
BasePath string
}
func (s *objStore) HomeDir() string {
return s.b.HomeDir(s.BasePath)
}
func (s *objStore) WriteToFile(ctx context.Context, key, destPath string) error {
return s.b.WriteToFile(ctx, s.BasePath, key, destPath)
}
// SourceDataPath is data path of all source files
func (s *objStore) SourceDataPath() string {
return s.b.SourceDataPath()
}
func (s *objStore) Write(ctx context.Context, key string, r io.ReadCloser) (int64, error) {
return s.b.Write(ctx, s.BasePath, key, r)
}
func (s *objStore) Read(ctx context.Context, key string, w io.WriteCloser) (int64, error) {
return s.b.Read(ctx, s.BasePath, key, w)
}
func (s *objStore) Initialize(ctx context.Context) error {
return s.b.Initialize(ctx, s.BasePath)
}
// meta marshals and uploads metadata
func (s *objStore) putMeta(ctx context.Context, key string, desc interface{}) error {
bytes, err := json.Marshal(desc)
if err != nil {
return fmt.Errorf("marshal meta file %q: %w", key, err)
}
ctx, cancel := context.WithTimeout(ctx, metaTimeout)
defer cancel()
if err := s.b.PutObject(ctx, s.BasePath, key, bytes); err != nil {
return fmt.Errorf("upload meta file %q: %w", key, err)
}
return nil
}
func (s *objStore) meta(ctx context.Context, key string, dest interface{}) error {
bytes, err := s.b.GetObject(ctx, s.BasePath, key)
if err != nil {
return err
}
err = json.Unmarshal(bytes, dest)
if err != nil {
return fmt.Errorf("marshal meta file %q: %w", key, err)
}
return nil
}
type nodeStore struct {
objStore
}
// Meta gets meta data using standard path or deprecated old path
//
// adjustBasePath: sets the base path to the old path if the backup has been created prior to v1.17.
func (s *nodeStore) Meta(ctx context.Context, backupID string, adjustBasePath bool) (*backup.BackupDescriptor, error) {
var result backup.BackupDescriptor
err := s.meta(ctx, BackupFile, &result)
if err != nil {
cs := &objStore{s.b, backupID} // for backward compatibility
if err := cs.meta(ctx, BackupFile, &result); err == nil {
if adjustBasePath {
s.objStore.BasePath = backupID
}
return &result, nil
}
}
return &result, err
}
// meta marshals and uploads metadata
func (s *nodeStore) PutMeta(ctx context.Context, desc *backup.BackupDescriptor) error {
return s.putMeta(ctx, BackupFile, desc)
}
type coordStore struct {
objStore
}
// PutMeta puts coordinator's global metadata into object store
func (s *coordStore) PutMeta(ctx context.Context, filename string, desc *backup.DistributedBackupDescriptor) error {
return s.putMeta(ctx, filename, desc)
}
// Meta gets coordinator's global metadata from object store
func (s *coordStore) Meta(ctx context.Context, filename string) (*backup.DistributedBackupDescriptor, error) {
var result backup.DistributedBackupDescriptor
err := s.meta(ctx, filename, &result)
if err != nil && filename == GlobalBackupFile {
var oldBackup backup.BackupDescriptor
if err := s.meta(ctx, BackupFile, &oldBackup); err == nil {
return oldBackup.ToDistributed(), nil
}
}
return &result, err
}
// uploader uploads backup artifacts. This includes db files and metadata
type uploader struct {
sourcer Sourcer
backend nodeStore
backupID string
zipConfig
setStatus func(st backup.Status)
log logrus.FieldLogger
}
func newUploader(sourcer Sourcer, backend nodeStore,
backupID string, setstatus func(st backup.Status), l logrus.FieldLogger,
) *uploader {
return &uploader{
sourcer, backend,
backupID,
newZipConfig(Compression{
Level: DefaultCompression,
CPUPercentage: DefaultCPUPercentage,
ChunkSize: DefaultChunkSize,
}),
setstatus,
l,
}
}
func (u *uploader) withCompression(cfg zipConfig) *uploader {
u.zipConfig = cfg
return u
}
// all uploads all files in addition to the metadata file
func (u *uploader) all(ctx context.Context, classes []string, desc *backup.BackupDescriptor) (err error) {
u.setStatus(backup.Transferring)
desc.Status = string(backup.Transferring)
ch := u.sourcer.BackupDescriptors(ctx, desc.ID, classes)
defer func() {
// make sure context is not cancelled when uploading metadata
ctx := context.Background()
if err != nil {
desc.Error = err.Error()
err = fmt.Errorf("upload %w: %v", err, u.backend.PutMeta(ctx, desc))
} else {
u.log.Info("start uploading meta data")
if err = u.backend.PutMeta(ctx, desc); err != nil {
desc.Status = string(backup.Transferred)
}
u.setStatus(backup.Success)
u.log.Info("finish uploading meta data")
}
}()
Loop:
for {
select {
case cdesc, ok := <-ch:
if !ok {
break Loop // we are done
}
if cdesc.Error != nil {
return cdesc.Error
}
u.log.WithField("class", cdesc.Name).Info("start uploading files")
if err := u.class(ctx, desc.ID, &cdesc); err != nil {
return err
}
desc.Classes = append(desc.Classes, cdesc)
u.log.WithField("class", cdesc.Name).Info("finish uploading files")
case <-ctx.Done():
return ctx.Err()
}
}
u.setStatus(backup.Transferred)
desc.Status = string(backup.Success)
return nil
}
// class uploads one class
func (u *uploader) class(ctx context.Context, id string, desc *backup.ClassDescriptor) (err error) {
metric, err := monitoring.GetMetrics().BackupStoreDurations.GetMetricWithLabelValues(getType(u.backend.b), desc.Name)
if err == nil {
timer := prometheus.NewTimer(metric)
defer timer.ObserveDuration()
}
defer func() {
// backups need to be released anyway
go u.sourcer.ReleaseBackup(context.Background(), id, desc.Name)
}()
ctx, cancel := context.WithTimeout(ctx, storeTimeout)
defer cancel()
nShards := len(desc.Shards)
if nShards == 0 {
return nil
}
desc.Chunks = make(map[int32][]string, 1+nShards/2)
var (
hasJobs atomic.Bool
lastChunk = int32(0)
nWorker = u.GoPoolSize
)
if nWorker > nShards {
nWorker = nShards
}
hasJobs.Store(nShards > 0)
// jobs produces work for the processor
jobs := func(xs []*backup.ShardDescriptor) <-chan *backup.ShardDescriptor {
sendCh := make(chan *backup.ShardDescriptor)
go func() {
defer close(sendCh)
defer hasJobs.Store(false)
for _, shard := range xs {
select {
case sendCh <- shard:
// cancellation will happen for two reasons:
// - 1. if the whole operation has been aborted,
// - 2. or if the processor routine returns an error
case <-ctx.Done():
return
}
}
}()
return sendCh
}
// processor
processor := func(nWorker int, sender <-chan *backup.ShardDescriptor) <-chan chuckShards {
eg, ctx := errgroup.WithContext(ctx)
eg.SetLimit(nWorker)
recvCh := make(chan chuckShards, nWorker)
go func() {
defer close(recvCh)
for i := 0; i < nWorker; i++ {
eg.Go(func() error {
// operation might have been aborted see comment above
if err := ctx.Err(); err != nil {
return err
}
for hasJobs.Load() {
chunk := atomic.AddInt32(&lastChunk, 1)
shards, err := u.compress(ctx, desc.Name, chunk, sender)
if err != nil {
return err
}
if m := int32(len(shards)); m > 0 {
recvCh <- chuckShards{chunk, shards}
}
}
return err
})
}
err = eg.Wait()
}()
return recvCh
}
for x := range processor(nWorker, jobs(desc.Shards)) {
desc.Chunks[x.chunk] = x.shards
}
return
}
type chuckShards struct {
chunk int32
shards []string
}
func (u *uploader) compress(ctx context.Context,
class string, // class name
chunk int32, // chunk index
ch <-chan *backup.ShardDescriptor, // chan of shards
) ([]string, error) {
var (
chunkKey = chunkKey(class, chunk)
shards = make([]string, 0, 10)
// add tolerance to enable better optimization of the chunk size
maxSize = int64(u.ChunkSize + u.ChunkSize/20) // size + 5%
)
zip, reader := NewZip(u.backend.SourceDataPath(), u.Level)
producer := func() error {
defer zip.Close()
lastShardSize := int64(0)
for shard := range ch {
if _, err := zip.WriteShard(ctx, shard); err != nil {
return err
}
shard.Chunk = chunk
shards = append(shards, shard.Name)
shard.ClearTemporary()
zip.gzw.Flush() // flush new shard
lastShardSize = zip.lastWritten() - lastShardSize
if zip.lastWritten()+lastShardSize > maxSize {
break
}
}
return nil
}
// consumer
var eg errgroup.Group
eg.Go(func() error {
if _, err := u.backend.Write(ctx, chunkKey, reader); err != nil {
return err
}
return nil
})
if err := producer(); err != nil {
return shards, err
}
// wait for the consumer to finish
return shards, eg.Wait()
}
// fileWriter downloads files from object store and writes files to the destination folder destDir
type fileWriter struct {
sourcer Sourcer
backend nodeStore
tempDir string
destDir string
movedFiles []string // files successfully moved to destination folder
compressed bool
GoPoolSize int
}
func newFileWriter(sourcer Sourcer, backend nodeStore,
backupID string, compressed bool,
) *fileWriter {
destDir := backend.SourceDataPath()
return &fileWriter{
sourcer: sourcer,
backend: backend,
destDir: destDir,
tempDir: path.Join(destDir, _TempDirectory),
movedFiles: make([]string, 0, 64),
compressed: compressed,
GoPoolSize: routinePoolSize(50),
}
}
func (fw *fileWriter) WithPoolPercentage(p int) *fileWriter {
fw.GoPoolSize = routinePoolSize(p)
return fw
}
// Write downloads files and put them in the destination directory
func (fw *fileWriter) Write(ctx context.Context, desc *backup.ClassDescriptor) (rollback func() error, err error) {
if len(desc.Shards) == 0 { // nothing to copy
return func() error { return nil }, nil
}
classTempDir := path.Join(fw.tempDir, desc.Name)
defer func() {
if err != nil {
if rerr := fw.rollBack(classTempDir); rerr != nil {
err = fmt.Errorf("%w: %v", err, rerr)
}
}
os.RemoveAll(classTempDir)
}()
if err := fw.writeTempFiles(ctx, classTempDir, desc); err != nil {
return nil, fmt.Errorf("get files: %w", err)
}
if err := fw.moveAll(classTempDir); err != nil {
return nil, fmt.Errorf("move files to destination: %w", err)
}
return func() error { return fw.rollBack(classTempDir) }, nil
}
// writeTempFiles writes class files into a temporary directory
// temporary directory path = d.tempDir/className
// Function makes sure that created files will be removed in case of an error
func (fw *fileWriter) writeTempFiles(ctx context.Context, classTempDir string, desc *backup.ClassDescriptor) (err error) {
if err := os.RemoveAll(classTempDir); err != nil {
return fmt.Errorf("remove %s: %w", classTempDir, err)
}
if err := os.MkdirAll(classTempDir, os.ModePerm); err != nil {
return fmt.Errorf("create temp class folder %s: %w", classTempDir, err)
}
ctx, cancel := context.WithCancel(ctx)
defer cancel()
// no compression processed as before
eg, ctx := errgroup.WithContext(ctx)
if !fw.compressed {
eg.SetLimit(2 * _NUMCPU)
for _, shard := range desc.Shards {
shard := shard
eg.Go(func() error { return fw.writeTempShard(ctx, shard, classTempDir) })
}
return eg.Wait()
}
// source files are compressed
eg.SetLimit(fw.GoPoolSize)
for k := range desc.Chunks {
chunk := chunkKey(desc.Name, k)
eg.Go(func() error {
uz, w := NewUnzip(classTempDir)
go func() {
fw.backend.Read(ctx, chunk, w)
}()
_, err := uz.ReadChunk()
return err
})
}
return eg.Wait()
}
func (fw *fileWriter) writeTempShard(ctx context.Context, sd *backup.ShardDescriptor, classTempDir string) error {
for _, key := range sd.Files {
destPath := path.Join(classTempDir, key)
destDir := path.Dir(destPath)
if err := os.MkdirAll(destDir, os.ModePerm); err != nil {
return fmt.Errorf("create folder %s: %w", destDir, err)
}
if err := fw.backend.WriteToFile(ctx, key, destPath); err != nil {
return fmt.Errorf("write file %s: %w", destPath, err)
}
}
destPath := path.Join(classTempDir, sd.DocIDCounterPath)
if err := os.WriteFile(destPath, sd.DocIDCounter, os.ModePerm); err != nil {
return fmt.Errorf("write counter file %s: %w", destPath, err)
}
destPath = path.Join(classTempDir, sd.PropLengthTrackerPath)
if err := os.WriteFile(destPath, sd.PropLengthTracker, os.ModePerm); err != nil {
return fmt.Errorf("write prop file %s: %w", destPath, err)
}
destPath = path.Join(classTempDir, sd.ShardVersionPath)
if err := os.WriteFile(destPath, sd.Version, os.ModePerm); err != nil {
return fmt.Errorf("write version file %s: %w", destPath, err)
}
return nil
}
// moveAll moves all files to the destination
func (fw *fileWriter) moveAll(classTempDir string) (err error) {
files, err := os.ReadDir(classTempDir)
if err != nil {
return fmt.Errorf("read %s", classTempDir)
}
destDir := fw.destDir
for _, key := range files {
from := path.Join(classTempDir, key.Name())
to := path.Join(destDir, key.Name())
if err := os.Rename(from, to); err != nil {
return fmt.Errorf("move %s %s: %w", from, to, err)
}
fw.movedFiles = append(fw.movedFiles, to)
}
return nil
}
// rollBack successfully written files
func (fw *fileWriter) rollBack(classTempDir string) (err error) {
// rollback successfully moved files
for _, fpath := range fw.movedFiles {
if rerr := os.RemoveAll(fpath); rerr != nil && err == nil {
err = fmt.Errorf("rollback %s: %w", fpath, rerr)
}
}
return err
}
func chunkKey(class string, id int32) string {
return fmt.Sprintf("%s/chunk-%d", class, id)
}
func routinePoolSize(percentage int) int {
if percentage == 0 { // default value
percentage = DefaultCPUPercentage
} else if percentage > maxCPUPercentage {
percentage = maxCPUPercentage
}
if x := (_NUMCPU * percentage) / 100; x > 0 {
return x
}
return 1
}
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