package splitstore import ( "bytes" "context" "encoding/binary" "errors" "sync" "sync/atomic" "time" "go.uber.org/multierr" "golang.org/x/xerrors" blocks "github.com/ipfs/go-block-format" cid "github.com/ipfs/go-cid" dstore "github.com/ipfs/go-datastore" logging "github.com/ipfs/go-log/v2" cbg "github.com/whyrusleeping/cbor-gen" "github.com/filecoin-project/go-state-types/abi" bstore "github.com/filecoin-project/lotus/blockstore" "github.com/filecoin-project/lotus/build" "github.com/filecoin-project/lotus/chain/types" "github.com/filecoin-project/lotus/metrics" "go.opencensus.io/stats" ) var ( // CompactionThreshold is the number of epochs that need to have elapsed // from the previously compacted epoch to trigger a new compaction. // // |················· CompactionThreshold ··················| // | | // =======‖≡≡≡≡≡≡≡‖-----------------------|------------------------» // | | | chain --> ↑__ current epoch // |·······| | // ↑________ CompactionCold ↑________ CompactionBoundary // // === :: cold (already archived) // ≡≡≡ :: to be archived in this compaction // --- :: hot CompactionThreshold = 3 * build.Finality // CompactionCold is the number of epochs that will be archived to the // cold store on compaction. See diagram on CompactionThreshold for a // better sense. CompactionCold = build.Finality // CompactionBoundary is the number of epochs from the current epoch at which // we will walk the chain for live objects. CompactionBoundary = 2 * build.Finality ) var ( // baseEpochKey stores the base epoch (last compaction epoch) in the // metadata store. baseEpochKey = dstore.NewKey("/splitstore/baseEpoch") // warmupEpochKey stores whether a hot store warmup has been performed. // On first start, the splitstore will walk the state tree and will copy // all active blocks into the hotstore. warmupEpochKey = dstore.NewKey("/splitstore/warmupEpoch") // markSetSizeKey stores the current estimate for the mark set size. // this is first computed at warmup and updated in every compaction markSetSizeKey = dstore.NewKey("/splitstore/markSetSize") log = logging.Logger("splitstore") ) const ( batchSize = 16384 defaultColdPurgeSize = 7_000_000 ) type Config struct { // TrackingStore is the type of tracking store to use. // // Supported values are: "bolt" (default if omitted), "mem" (for tests and readonly access). TrackingStoreType string // MarkSetType is the type of mark set to use. // // Supported values are: "bloom" (default if omitted), "bolt". MarkSetType string } // ChainAccessor allows the Splitstore to access the chain. It will most likely // be a ChainStore at runtime. type ChainAccessor interface { GetTipsetByHeight(context.Context, abi.ChainEpoch, *types.TipSet, bool) (*types.TipSet, error) GetHeaviestTipSet() *types.TipSet SubscribeHeadChanges(change func(revert []*types.TipSet, apply []*types.TipSet) error) } type SplitStore struct { compacting int32 // compaction (or warmp up) in progress critsection int32 // compaction critical section closing int32 // the split store is closing baseEpoch abi.ChainEpoch warmupEpoch abi.ChainEpoch warm bool coldPurgeSize int mx sync.Mutex curTs *types.TipSet chain ChainAccessor ds dstore.Datastore hot bstore.Blockstore cold bstore.Blockstore tracker TrackingStore env MarkSetEnv markSetSize int64 } var _ bstore.Blockstore = (*SplitStore)(nil) // Open opens an existing splistore, or creates a new splitstore. The splitstore // is backed by the provided hot and cold stores. The returned SplitStore MUST be // attached to the ChainStore with Start in order to trigger compaction. func Open(path string, ds dstore.Datastore, hot, cold bstore.Blockstore, cfg *Config) (*SplitStore, error) { // the tracking store tracker, err := OpenTrackingStore(path, cfg.TrackingStoreType) if err != nil { return nil, err } // the markset env env, err := OpenMarkSetEnv(path, cfg.MarkSetType) if err != nil { _ = tracker.Close() return nil, err } // and now we can make a SplitStore ss := &SplitStore{ ds: ds, hot: hot, cold: cold, tracker: tracker, env: env, coldPurgeSize: defaultColdPurgeSize, } return ss, nil } // Blockstore interface func (s *SplitStore) DeleteBlock(_ cid.Cid) error { // afaict we don't seem to be using this method, so it's not implemented return errors.New("DeleteBlock not implemented on SplitStore; don't do this Luke!") //nolint } func (s *SplitStore) DeleteMany(_ []cid.Cid) error { // afaict we don't seem to be using this method, so it's not implemented return errors.New("DeleteMany not implemented on SplitStore; don't do this Luke!") //nolint } func (s *SplitStore) Has(cid cid.Cid) (bool, error) { has, err := s.hot.Has(cid) if err != nil || has { return has, err } return s.cold.Has(cid) } func (s *SplitStore) Get(cid cid.Cid) (blocks.Block, error) { blk, err := s.hot.Get(cid) switch err { case nil: return blk, nil case bstore.ErrNotFound: blk, err = s.cold.Get(cid) if err == nil { stats.Record(context.Background(), metrics.SplitstoreMiss.M(1)) } return blk, err default: return nil, err } } func (s *SplitStore) GetSize(cid cid.Cid) (int, error) { size, err := s.hot.GetSize(cid) switch err { case nil: return size, nil case bstore.ErrNotFound: size, err = s.cold.GetSize(cid) if err == nil { stats.Record(context.Background(), metrics.SplitstoreMiss.M(1)) } return size, err default: return 0, err } } func (s *SplitStore) Put(blk blocks.Block) error { s.mx.Lock() if s.curTs == nil { s.mx.Unlock() return s.cold.Put(blk) } epoch := s.curTs.Height() s.mx.Unlock() err := s.tracker.Put(blk.Cid(), epoch) if err != nil { log.Errorf("error tracking CID in hotstore: %s; falling back to coldstore", err) return s.cold.Put(blk) } return s.hot.Put(blk) } func (s *SplitStore) PutMany(blks []blocks.Block) error { s.mx.Lock() if s.curTs == nil { s.mx.Unlock() return s.cold.PutMany(blks) } epoch := s.curTs.Height() s.mx.Unlock() batch := make([]cid.Cid, 0, len(blks)) for _, blk := range blks { batch = append(batch, blk.Cid()) } err := s.tracker.PutBatch(batch, epoch) if err != nil { log.Errorf("error tracking CIDs in hotstore: %s; falling back to coldstore", err) return s.cold.PutMany(blks) } return s.hot.PutMany(blks) } func (s *SplitStore) AllKeysChan(ctx context.Context) (<-chan cid.Cid, error) { ctx, cancel := context.WithCancel(ctx) chHot, err := s.hot.AllKeysChan(ctx) if err != nil { cancel() return nil, err } chCold, err := s.cold.AllKeysChan(ctx) if err != nil { cancel() return nil, err } ch := make(chan cid.Cid) go func() { defer cancel() defer close(ch) for _, in := range []<-chan cid.Cid{chHot, chCold} { for cid := range in { select { case ch <- cid: case <-ctx.Done(): return } } } }() return ch, nil } func (s *SplitStore) HashOnRead(enabled bool) { s.hot.HashOnRead(enabled) s.cold.HashOnRead(enabled) } func (s *SplitStore) View(cid cid.Cid, cb func([]byte) error) error { err := s.hot.View(cid, cb) switch err { case bstore.ErrNotFound: return s.cold.View(cid, cb) default: return err } } // State tracking func (s *SplitStore) Start(chain ChainAccessor) error { s.chain = chain s.curTs = chain.GetHeaviestTipSet() // load base epoch from metadata ds // if none, then use current epoch because it's a fresh start bs, err := s.ds.Get(baseEpochKey) switch err { case nil: s.baseEpoch = bytesToEpoch(bs) case dstore.ErrNotFound: if s.curTs == nil { // this can happen in some tests break } err = s.setBaseEpoch(s.curTs.Height()) if err != nil { return xerrors.Errorf("error saving base epoch: %w", err) } default: return xerrors.Errorf("error loading base epoch: %w", err) } // load warmup epoch from metadata ds // if none, then the splitstore will warm up the hotstore at first head change notif // by walking the current tipset bs, err = s.ds.Get(warmupEpochKey) switch err { case nil: s.warmupEpoch = bytesToEpoch(bs) s.warm = true case dstore.ErrNotFound: default: return xerrors.Errorf("error loading warmup epoch: %w", err) } // load markSetSize from metadata ds // if none, the splitstore will compute it during warmup and update in every compaction bs, err = s.ds.Get(markSetSizeKey) switch err { case nil: s.markSetSize = bytesToInt64(bs) case dstore.ErrNotFound: default: return xerrors.Errorf("error loading mark set size: %w", err) } log.Infow("starting splitstore", "baseEpoch", s.baseEpoch, "warmupEpoch", s.warmupEpoch) // watch the chain chain.SubscribeHeadChanges(s.HeadChange) return nil } func (s *SplitStore) Close() error { atomic.StoreInt32(&s.closing, 1) if atomic.LoadInt32(&s.critsection) == 1 { log.Warn("ongoing compaction in critical section; waiting for it to finish...") for atomic.LoadInt32(&s.critsection) == 1 { time.Sleep(time.Second) } } return multierr.Combine(s.tracker.Close(), s.env.Close()) } func (s *SplitStore) HeadChange(_, apply []*types.TipSet) error { // Revert only. if len(apply) == 0 { return nil } s.mx.Lock() curTs := apply[len(apply)-1] epoch := curTs.Height() s.curTs = curTs s.mx.Unlock() if !atomic.CompareAndSwapInt32(&s.compacting, 0, 1) { // we are currently compacting, do nothing and wait for the next head change return nil } if !s.warm { // splitstore needs to warm up go func() { defer atomic.StoreInt32(&s.compacting, 0) log.Info("warming up hotstore") start := time.Now() baseTs, err := s.chain.GetTipsetByHeight(context.Background(), s.baseEpoch, curTs, true) if err != nil { log.Errorf("error warming up hotstore: error getting tipset at base epoch: %s", err) return } err = s.warmup(baseTs) if err != nil { log.Errorf("error warming up hotstore: %s", err) return } log.Infow("warm up done", "took", time.Since(start)) }() return nil } if epoch-s.baseEpoch > CompactionThreshold { // it's time to compact go func() { defer atomic.StoreInt32(&s.compacting, 0) log.Info("compacting splitstore") start := time.Now() s.compact(curTs) log.Infow("compaction done", "took", time.Since(start)) }() } else { // no compaction necessary atomic.StoreInt32(&s.compacting, 0) } return nil } func (s *SplitStore) warmup(curTs *types.TipSet) error { epoch := curTs.Height() batchHot := make([]blocks.Block, 0, batchSize) batchSnoop := make([]cid.Cid, 0, batchSize) count := int64(0) xcount := int64(0) missing := int64(0) err := s.walk(curTs, epoch, func(cid cid.Cid) error { count++ has, err := s.hot.Has(cid) if err != nil { return err } if has { return nil } blk, err := s.cold.Get(cid) if err != nil { if err == bstore.ErrNotFound { missing++ return nil } return err } xcount++ batchHot = append(batchHot, blk) batchSnoop = append(batchSnoop, cid) if len(batchHot) == batchSize { err = s.tracker.PutBatch(batchSnoop, epoch) if err != nil { return err } batchSnoop = batchSnoop[:0] err = s.hot.PutMany(batchHot) if err != nil { return err } batchHot = batchHot[:0] } return nil }) if err != nil { return err } if len(batchHot) > 0 { err = s.tracker.PutBatch(batchSnoop, epoch) if err != nil { return err } err = s.hot.PutMany(batchHot) if err != nil { return err } } log.Infow("warmup stats", "visited", count, "cold", xcount, "missing", missing) if count > s.markSetSize { s.markSetSize = count + count>>2 // overestimate a bit } // save the warmup epoch s.warm = true s.warmupEpoch = epoch err = s.ds.Put(warmupEpochKey, epochToBytes(epoch)) if err != nil { log.Warnf("error saving warmup epoch: %s", err) } err = s.ds.Put(markSetSizeKey, int64ToBytes(s.markSetSize)) if err != nil { log.Warnf("error saving mark set size: %s", err) } return nil } // Compaction/GC Algorithm func (s *SplitStore) compact(curTs *types.TipSet) { var err error if s.markSetSize == 0 { start := time.Now() log.Info("estimating mark set size") err = s.estimateMarkSetSize(curTs) if err != nil { log.Errorf("error estimating mark set size: %s; aborting compaction", err) return } log.Infow("estimating mark set size done", "took", time.Since(start), "size", s.markSetSize) } else { log.Infow("current mark set size estimate", "size", s.markSetSize) } start := time.Now() err = s.doCompact(curTs) took := time.Since(start).Milliseconds() stats.Record(context.Background(), metrics.SplitstoreCompactionTimeSeconds.M(float64(took)/1e3)) if err != nil { log.Errorf("COMPACTION ERROR: %s", err) } } func (s *SplitStore) estimateMarkSetSize(curTs *types.TipSet) error { epoch := curTs.Height() var count int64 err := s.walk(curTs, epoch, func(cid cid.Cid) error { count++ return nil }) if err != nil { return err } s.markSetSize = count + count>>2 // overestimate a bit return nil } func (s *SplitStore) doCompact(curTs *types.TipSet) error { coldEpoch := s.baseEpoch + CompactionCold currentEpoch := curTs.Height() boundaryEpoch := currentEpoch - CompactionBoundary log.Infow("running compaction", "currentEpoch", currentEpoch, "baseEpoch", s.baseEpoch, "coldEpoch", coldEpoch, "boundaryEpoch", boundaryEpoch) coldSet, err := s.env.Create("cold", s.markSetSize) if err != nil { return xerrors.Errorf("error creating mark set: %w", err) } defer coldSet.Close() //nolint:errcheck // 1. mark reachable cold objects by looking at the objects reachable only from the cold epoch log.Infow("marking reachable cold blocks", "boundaryEpoch", boundaryEpoch) startMark := time.Now() boundaryTs, err := s.chain.GetTipsetByHeight(context.Background(), boundaryEpoch, curTs, true) if err != nil { return xerrors.Errorf("error getting tipset at boundary epoch: %w", err) } var count int64 err = s.walk(boundaryTs, boundaryEpoch, func(cid cid.Cid) error { count++ return coldSet.Mark(cid) }) if err != nil { return xerrors.Errorf("error marking cold blocks: %w", err) } if count > s.markSetSize { s.markSetSize = count + count>>2 // overestimate a bit } log.Infow("marking done", "took", time.Since(startMark), "marked", count) // 2. move cold unreachable objects to the coldstore log.Info("collecting cold objects") startCollect := time.Now() cold := make([]cid.Cid, 0, s.coldPurgeSize) // some stats for logging var hotCnt, coldCnt int // 2.1 iterate through the tracking store and collect unreachable cold objects err = s.tracker.ForEach(func(cid cid.Cid, writeEpoch abi.ChainEpoch) error { // is the object still hot? if writeEpoch > coldEpoch { // yes, stay in the hotstore hotCnt++ return nil } // check whether it is reachable in the cold boundary mark, err := coldSet.Has(cid) if err != nil { return xerrors.Errorf("error checkiing cold set for %s: %w", cid, err) } if mark { hotCnt++ return nil } // it's cold, mark it for move cold = append(cold, cid) coldCnt++ return nil }) if err != nil { return xerrors.Errorf("error collecting cold objects: %w", err) } if coldCnt > 0 { s.coldPurgeSize = coldCnt + coldCnt>>2 // overestimate a bit } log.Infow("collection done", "took", time.Since(startCollect)) log.Infow("compaction stats", "hot", hotCnt, "cold", coldCnt) stats.Record(context.Background(), metrics.SplitstoreCompactionHot.M(int64(hotCnt))) stats.Record(context.Background(), metrics.SplitstoreCompactionCold.M(int64(coldCnt))) // Enter critical section atomic.StoreInt32(&s.critsection, 1) defer atomic.StoreInt32(&s.critsection, 0) // check to see if we are closing first; if that's the case just return if atomic.LoadInt32(&s.closing) == 1 { log.Info("splitstore is closing; aborting compaction") return xerrors.Errorf("compaction aborted") } // 2.2 copy the cold objects to the coldstore log.Info("moving cold blocks to the coldstore") startMove := time.Now() err = s.moveColdBlocks(cold) if err != nil { return xerrors.Errorf("error moving cold blocks: %w", err) } log.Infow("moving done", "took", time.Since(startMove)) // 2.3 delete cold objects from the hotstore log.Info("purging cold objects from the hotstore") startPurge := time.Now() err = s.purgeBlocks(cold) if err != nil { return xerrors.Errorf("error purging cold blocks: %w", err) } log.Infow("purging cold from hotstore done", "took", time.Since(startPurge)) // 2.4 remove the tracker tracking for cold objects startPurge = time.Now() log.Info("purging cold objects from tracker") err = s.purgeTracking(cold) if err != nil { return xerrors.Errorf("error purging tracking for cold blocks: %w", err) } log.Infow("purging cold from tracker done", "took", time.Since(startPurge)) // we are done; do some housekeeping err = s.tracker.Sync() if err != nil { return xerrors.Errorf("error syncing tracker: %w", err) } s.gcHotstore() err = s.setBaseEpoch(coldEpoch) if err != nil { return xerrors.Errorf("error saving base epoch: %w", err) } err = s.ds.Put(markSetSizeKey, int64ToBytes(s.markSetSize)) if err != nil { return xerrors.Errorf("error saving mark set size: %w", err) } return nil } func (s *SplitStore) walk(ts *types.TipSet, boundary abi.ChainEpoch, f func(cid.Cid) error) error { walked := cid.NewSet() toWalk := ts.Cids() walkBlock := func(c cid.Cid) error { if !walked.Visit(c) { return nil } blk, err := s.Get(c) if err != nil { return xerrors.Errorf("error retrieving block (cid: %s): %w", c, err) } var hdr types.BlockHeader if err := hdr.UnmarshalCBOR(bytes.NewBuffer(blk.RawData())); err != nil { return xerrors.Errorf("error unmarshaling block header (cid: %s): %w", c, err) } // don't walk under the boundary if hdr.Height < boundary { return nil } if err := f(c); err != nil { return err } if err := s.walkLinks(hdr.Messages, walked, f); err != nil { return xerrors.Errorf("error walking messages (cid: %s): %w", hdr.Messages, err) } if err := s.walkLinks(hdr.ParentStateRoot, walked, f); err != nil { return xerrors.Errorf("error walking state root (cid: %s): %w", hdr.ParentStateRoot, err) } toWalk = append(toWalk, hdr.Parents...) return nil } for len(toWalk) > 0 { walking := toWalk toWalk = nil for _, c := range walking { if err := walkBlock(c); err != nil { return xerrors.Errorf("error walking block (cid: %s): %w", c, err) } } } return nil } func (s *SplitStore) walkLinks(c cid.Cid, walked *cid.Set, f func(cid.Cid) error) error { if !walked.Visit(c) { return nil } if c.Prefix().Codec != cid.DagCBOR { return nil } if err := f(c); err != nil { return err } blk, err := s.Get(c) if err != nil { return xerrors.Errorf("error retrieving linked block (cid: %s): %w", c, err) } var rerr error err = cbg.ScanForLinks(bytes.NewReader(blk.RawData()), func(c cid.Cid) { if rerr != nil { return } rerr = s.walkLinks(c, walked, f) }) if err != nil { return xerrors.Errorf("error scanning links (cid: %s): %w", c, err) } return rerr } func (s *SplitStore) moveColdBlocks(cold []cid.Cid) error { batch := make([]blocks.Block, 0, batchSize) for _, cid := range cold { blk, err := s.hot.Get(cid) if err != nil { if err == dstore.ErrNotFound { // this can happen if the node is killed after we have deleted the block from the hotstore // but before we have deleted it from the tracker; just delete the tracker. err = s.tracker.Delete(cid) if err != nil { return xerrors.Errorf("error deleting unreachable cid %s from tracker: %w", cid, err) } } else { return xerrors.Errorf("error retrieving tracked block %s from hotstore: %w", cid, err) } continue } batch = append(batch, blk) if len(batch) == batchSize { err = s.cold.PutMany(batch) if err != nil { return xerrors.Errorf("error putting batch to coldstore: %w", err) } batch = batch[:0] } } if len(batch) > 0 { err := s.cold.PutMany(batch) if err != nil { return xerrors.Errorf("error putting cold to coldstore: %w", err) } } return nil } func (s *SplitStore) purgeBatch(cids []cid.Cid, deleteBatch func([]cid.Cid) error) error { if len(cids) == 0 { return nil } // don't delete one giant batch of 7M objects, but rather do smaller batches done := false for i := 0; !done; i++ { start := i * batchSize end := start + batchSize if end >= len(cids) { end = len(cids) done = true } err := deleteBatch(cids[start:end]) if err != nil { return xerrors.Errorf("error deleting batch: %w", err) } } return nil } func (s *SplitStore) purgeBlocks(cids []cid.Cid) error { return s.purgeBatch(cids, s.hot.DeleteMany) } func (s *SplitStore) purgeTracking(cids []cid.Cid) error { return s.purgeBatch(cids, s.tracker.DeleteBatch) } func (s *SplitStore) gcHotstore() { if compact, ok := s.hot.(interface{ Compact() error }); ok { log.Infof("compacting hotstore") startCompact := time.Now() err := compact.Compact() if err != nil { log.Warnf("error compacting hotstore: %s", err) return } log.Infow("hotstore compaction done", "took", time.Since(startCompact)) } if gc, ok := s.hot.(interface{ CollectGarbage() error }); ok { log.Infof("garbage collecting hotstore") startGC := time.Now() err := gc.CollectGarbage() if err != nil { log.Warnf("error garbage collecting hotstore: %s", err) return } log.Infow("hotstore garbage collection done", "took", time.Since(startGC)) } } func (s *SplitStore) setBaseEpoch(epoch abi.ChainEpoch) error { s.baseEpoch = epoch // write to datastore return s.ds.Put(baseEpochKey, epochToBytes(epoch)) } func epochToBytes(epoch abi.ChainEpoch) []byte { return uint64ToBytes(uint64(epoch)) } func bytesToEpoch(buf []byte) abi.ChainEpoch { return abi.ChainEpoch(bytesToUint64(buf)) } func int64ToBytes(i int64) []byte { return uint64ToBytes(uint64(i)) } func bytesToInt64(buf []byte) int64 { return int64(bytesToUint64(buf)) } func uint64ToBytes(i uint64) []byte { buf := make([]byte, 16) n := binary.PutUvarint(buf, i) return buf[:n] } func bytesToUint64(buf []byte) uint64 { i, _ := binary.Uvarint(buf) return i }