forked from TrueCloudLab/frostfs-node
[#166] node: Parallelize background tree service sync by batching
* Merge operations Signed-off-by: Airat Arifullin a.arifullin@yadro.com
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38f0a0a718
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155f151523
2 changed files with 240 additions and 80 deletions
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@ -125,6 +125,137 @@ func (s *Service) SynchronizeTree(ctx context.Context, cid cid.ID, treeID string
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return nil
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}
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// mergeOperationStreams performs merge sort for node operation streams to one stream.
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func mergeOperationStreams(ctx context.Context, streams []chan *pilorama.Move, merged chan<- *pilorama.Move) uint64 {
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defer close(merged)
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ms := make([]*pilorama.Move, len(streams))
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for i := range streams {
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ms[i] = <-streams[i]
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}
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// Merging different node streams shuffles incoming operations like that:
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//
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// x - operation from the stream A
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// o - operation from the stream B
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//
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// --o---o--x--x--x--o---x--x------> t
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// ^
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// If all ops have been successfully applied, we must start from the last
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// operation height from the stream B. This height is stored in minStreamedLastHeight.
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var minStreamedLastHeight uint64 = math.MaxUint64
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for {
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var minTimeMoveTime uint64 = math.MaxUint64
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minTimeMoveIndex := -1
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for i, m := range ms {
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if m != nil && minTimeMoveTime > m.Time {
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minTimeMoveTime = m.Time
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minTimeMoveIndex = i
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}
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}
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if minTimeMoveIndex == -1 {
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break
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}
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merged <- ms[minTimeMoveIndex]
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height := ms[minTimeMoveIndex].Time
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if ms[minTimeMoveIndex] = <-streams[minTimeMoveIndex]; ms[minTimeMoveIndex] == nil {
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if minStreamedLastHeight > height {
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minStreamedLastHeight = height
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}
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}
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}
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return minStreamedLastHeight
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}
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func (s *Service) applyOperationStream(ctx context.Context, cid cid.ID, treeID string,
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operationStream <-chan *pilorama.Move) uint64 {
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errGroup, _ := errgroup.WithContext(ctx)
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const workersCount = 1024
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errGroup.SetLimit(workersCount)
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// We run TreeApply concurrently for the operation batch. Let's consider two operations
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// in the batch m1 and m2 such that m1.Time < m2.Time. The engine may apply m2 and fail
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// on m1. That means the service must start sync from m1.Time in the next iteration and
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// this height is stored in unappliedOperationHeight.
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var unappliedOperationHeight uint64 = math.MaxUint64
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var heightMtx sync.Mutex
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var prev *pilorama.Move
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for m := range operationStream {
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m := m
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// skip already applied op
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if prev != nil && prev.Time == m.Time {
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continue
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}
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prev = m
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errGroup.Go(func() error {
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if err := s.forest.TreeApply(ctx, cid, treeID, m, true); err != nil {
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heightMtx.Lock()
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if m.Time < unappliedOperationHeight {
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unappliedOperationHeight = m.Time
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}
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heightMtx.Unlock()
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return err
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}
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return nil
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})
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}
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_ = errGroup.Wait()
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return unappliedOperationHeight
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}
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func (s *Service) startStream(ctx context.Context, cid cid.ID, treeID string,
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height uint64, treeClient TreeServiceClient, opsCh chan<- *pilorama.Move) (uint64, error) {
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rawCID := make([]byte, sha256.Size)
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cid.Encode(rawCID)
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for {
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newHeight := height
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req := &GetOpLogRequest{
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Body: &GetOpLogRequest_Body{
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ContainerId: rawCID,
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TreeId: treeID,
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Height: newHeight,
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},
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}
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if err := SignMessage(req, s.key); err != nil {
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return 0, err
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}
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c, err := treeClient.GetOpLog(ctx, req)
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if err != nil {
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return 0, fmt.Errorf("can't initialize client: %w", err)
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}
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res, err := c.Recv()
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for ; err == nil; res, err = c.Recv() {
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lm := res.GetBody().GetOperation()
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m := &pilorama.Move{
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Parent: lm.ParentId,
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Child: lm.ChildId,
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}
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if err := m.Meta.FromBytes(lm.Meta); err != nil {
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return 0, err
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}
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opsCh <- m
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}
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if height == newHeight || err != nil && !errors.Is(err, io.EOF) {
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return newHeight, err
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}
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height = newHeight
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}
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}
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// synchronizeTree synchronizes operations getting them from different nodes.
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// Each available node does stream operations to a separate stream. These streams
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// are merged into one big stream ordered by operation time. This way allows to skip
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// already applied operation and keep good batching.
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// The method returns a height that service should start sync from in the next time.
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func (s *Service) synchronizeTree(ctx context.Context, cid cid.ID, from uint64,
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treeID string, nodes []netmapSDK.NodeInfo) uint64 {
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s.log.Debug(logs.TreeSynchronizeTree,
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@ -133,10 +264,25 @@ func (s *Service) synchronizeTree(ctx context.Context, cid cid.ID, from uint64,
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zap.Uint64("from", from))
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errGroup, egCtx := errgroup.WithContext(ctx)
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const workersCount = 4
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const workersCount = 1024
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errGroup.SetLimit(workersCount)
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heights := make([]uint64, len(nodes))
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nodeOperationStreams := make([]chan *pilorama.Move, len(nodes))
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for i := range nodeOperationStreams {
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nodeOperationStreams[i] = make(chan *pilorama.Move)
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}
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merged := make(chan *pilorama.Move)
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var minStreamedLastHeight uint64
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errGroup.Go(func() error {
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minStreamedLastHeight = mergeOperationStreams(ctx, nodeOperationStreams, merged)
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return nil
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})
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var minUnappliedHeight uint64
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errGroup.Go(func() error {
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minUnappliedHeight = s.applyOperationStream(ctx, cid, treeID, merged)
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return nil
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})
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for i, n := range nodes {
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i := i
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n := n
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@ -164,7 +310,7 @@ func (s *Service) synchronizeTree(ctx context.Context, cid cid.ID, from uint64,
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treeClient := NewTreeServiceClient(cc)
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for {
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h, err := s.synchronizeSingle(egCtx, cid, treeID, height, treeClient)
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h, err := s.startStream(egCtx, cid, treeID, from, treeClient, nodeOperationStreams[i])
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if height < h {
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height = h
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}
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@ -174,94 +320,23 @@ func (s *Service) synchronizeTree(ctx context.Context, cid cid.ID, from uint64,
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}
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}
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})
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if height <= from { // do not increase starting height on fail
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heights[i] = from
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return nil
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}
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heights[i] = height
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close(nodeOperationStreams[i])
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return nil
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})
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}
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if err := errGroup.Wait(); err != nil {
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s.log.Warn(logs.TreeFailedToRunTreeSynchronizationOverAllNodes, zap.Error(err))
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}
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newHeight := uint64(math.MaxUint64)
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for _, height := range heights { // take minimum across all clients
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if height < newHeight {
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newHeight = height
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}
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}
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if newHeight == math.MaxUint64 {
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newHeight = from
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newHeight := minStreamedLastHeight
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if newHeight > minUnappliedHeight {
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newHeight = minUnappliedHeight
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} else {
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newHeight++
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}
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return newHeight
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}
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func (s *Service) synchronizeSingle(ctx context.Context, cid cid.ID, treeID string, height uint64, treeClient TreeServiceClient) (uint64, error) {
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rawCID := make([]byte, sha256.Size)
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cid.Encode(rawCID)
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const treeApplyWorkersCount = 1024
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errGroup, egCtx := errgroup.WithContext(ctx)
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errGroup.SetLimit(treeApplyWorkersCount)
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var heightMtx sync.Mutex
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for {
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newHeight := height
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req := &GetOpLogRequest{
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Body: &GetOpLogRequest_Body{
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ContainerId: rawCID,
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TreeId: treeID,
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Height: newHeight,
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},
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}
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if err := SignMessage(req, s.key); err != nil {
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return newHeight, err
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}
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c, err := treeClient.GetOpLog(egCtx, req)
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if err != nil {
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return newHeight, fmt.Errorf("can't initialize client: %w", err)
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}
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res, err := c.Recv()
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for ; err == nil; res, err = c.Recv() {
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lm := res.GetBody().GetOperation()
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m := &pilorama.Move{
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Parent: lm.ParentId,
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Child: lm.ChildId,
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}
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if err := m.Meta.FromBytes(lm.Meta); err != nil {
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_ = errGroup.Wait()
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return newHeight, err
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}
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errGroup.Go(func() error {
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if err := s.forest.TreeApply(egCtx, cid, treeID, m, true); err != nil {
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return err
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}
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heightMtx.Lock()
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if m.Time > newHeight {
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newHeight = m.Time + 1
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} else {
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newHeight++
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}
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heightMtx.Unlock()
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return nil
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})
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}
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if errGroupErr := errGroup.Wait(); errGroupErr != nil {
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return newHeight, err
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}
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if height == newHeight || err != nil && !errors.Is(err, io.EOF) {
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return newHeight, err
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}
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height = newHeight
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}
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}
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// ErrAlreadySyncing is returned when a service synchronization has already
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// been started.
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var ErrAlreadySyncing = errors.New("service is being synchronized")
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85
pkg/services/tree/sync_test.go
Normal file
85
pkg/services/tree/sync_test.go
Normal file
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@ -0,0 +1,85 @@
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package tree
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import (
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"context"
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"testing"
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"git.frostfs.info/TrueCloudLab/frostfs-node/pkg/local_object_storage/pilorama"
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"github.com/stretchr/testify/require"
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)
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func Test_mergeOperationStreams(t *testing.T) {
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tests := []struct {
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name string
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ctx context.Context
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opTimes [][]uint64
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wantValues []uint64
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wantMinHeight uint64
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}{
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{
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name: "1",
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ctx: context.Background(),
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opTimes: [][]uint64{
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{250, 251, 255},
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{252, 253, 254, 256, 257},
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},
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wantValues: []uint64{250, 251, 252, 253, 254, 255, 256, 257},
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wantMinHeight: 255,
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},
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{
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name: "2",
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ctx: context.Background(),
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opTimes: [][]uint64{
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{250, 251, 255, 259},
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{252, 253, 254, 256, 257},
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},
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wantValues: []uint64{250, 251, 252, 253, 254, 255, 256, 257, 259},
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wantMinHeight: 257,
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},
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{
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name: "3",
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ctx: context.Background(),
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opTimes: [][]uint64{
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{250, 251, 255},
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{249, 250, 251, 253, 254, 256, 257},
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},
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wantValues: []uint64{249, 250, 250, 251, 251, 253, 254, 255, 256, 257},
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wantMinHeight: 255,
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},
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}
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for _, tt := range tests {
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t.Run(tt.name, func(t *testing.T) {
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nodeOpChans := make([]chan *pilorama.Move, len(tt.opTimes))
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for i := range nodeOpChans {
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nodeOpChans[i] = make(chan *pilorama.Move)
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}
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// generate and put values to all chans
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for i, ch := range nodeOpChans {
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i := i
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ch := ch
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go func() {
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for _, tm := range tt.opTimes[i] {
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op := &pilorama.Move{}
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op.Time = tm
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ch <- op
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}
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close(nodeOpChans[i])
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}()
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}
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merged := make(chan *pilorama.Move, 1)
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min := make(chan uint64)
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go func() {
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min <- mergeOperationStreams(tt.ctx, nodeOpChans, merged)
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}()
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var res []uint64
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for op := range merged {
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res = append(res, op.Time)
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}
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require.Equal(t, tt.wantValues, res)
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require.Equal(t, tt.wantMinHeight, <-min)
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})
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}
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}
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