package storage import ( "fmt" "sync" "sync/atomic" "github.com/VictoriaMetrics/VictoriaMetrics/lib/decimal" "github.com/VictoriaMetrics/VictoriaMetrics/lib/logger" ) // mergeBlockStreams merges bsrs into bsw and updates ph. // // mergeBlockStreams returns immediately if stopCh is closed. // // rowsMerged is atomically updated with the number of merged rows during the merge. func mergeBlockStreams(ph *partHeader, bsw *blockStreamWriter, bsrs []*blockStreamReader, stopCh <-chan struct{}, s *Storage, retentionDeadline int64, rowsMerged, rowsDeleted *uint64) error { ph.Reset() bsm := bsmPool.Get().(*blockStreamMerger) bsm.Init(bsrs, retentionDeadline) err := mergeBlockStreamsInternal(ph, bsw, bsm, stopCh, s, rowsMerged, rowsDeleted) bsm.reset() bsmPool.Put(bsm) bsw.MustClose() if err == nil { return nil } return fmt.Errorf("cannot merge %d streams: %s: %w", len(bsrs), bsrs, err) } var bsmPool = &sync.Pool{ New: func() interface{} { return &blockStreamMerger{} }, } var errForciblyStopped = fmt.Errorf("forcibly stopped") func mergeBlockStreamsInternal(ph *partHeader, bsw *blockStreamWriter, bsm *blockStreamMerger, stopCh <-chan struct{}, s *Storage, rowsMerged, rowsDeleted *uint64) error { dmis := s.getDeletedMetricIDs() pendingBlockIsEmpty := true pendingBlock := getBlock() defer putBlock(pendingBlock) tmpBlock := getBlock() defer putBlock(tmpBlock) for bsm.NextBlock() { select { case <-stopCh: return errForciblyStopped default: } b := bsm.Block if dmis.Has(b.bh.TSID.MetricID) { // Skip blocks for deleted metrics. atomic.AddUint64(rowsDeleted, uint64(b.bh.RowsCount)) continue } retentionDeadline := bsm.getRetentionDeadline(&b.bh) if b.bh.MaxTimestamp < retentionDeadline { // Skip blocks out of the given retention. atomic.AddUint64(rowsDeleted, uint64(b.bh.RowsCount)) continue } if pendingBlockIsEmpty { // Load the next block if pendingBlock is empty. pendingBlock.CopyFrom(b) pendingBlockIsEmpty = false continue } // Verify whether pendingBlock may be merged with b (the current block). if pendingBlock.bh.TSID.MetricID != b.bh.TSID.MetricID { // Fast path - blocks belong to distinct time series. // Write the pendingBlock and then deal with b. if b.bh.TSID.Less(&pendingBlock.bh.TSID) { logger.Panicf("BUG: the next TSID=%+v is smaller than the current TSID=%+v", &b.bh.TSID, &pendingBlock.bh.TSID) } bsw.WriteExternalBlock(pendingBlock, ph, rowsMerged) pendingBlock.CopyFrom(b) continue } if pendingBlock.tooBig() && pendingBlock.bh.MaxTimestamp <= b.bh.MinTimestamp { // Fast path - pendingBlock is too big and it doesn't overlap with b. // Write the pendingBlock and then deal with b. bsw.WriteExternalBlock(pendingBlock, ph, rowsMerged) pendingBlock.CopyFrom(b) continue } // Slow path - pendingBlock and b belong to the same time series, // so they must be merged. if err := unmarshalAndCalibrateScale(pendingBlock, b); err != nil { return fmt.Errorf("cannot unmarshal and calibrate scale for blocks to be merged: %w", err) } tmpBlock.Reset() tmpBlock.bh.TSID = b.bh.TSID tmpBlock.bh.Scale = b.bh.Scale tmpBlock.bh.PrecisionBits = minUint8(pendingBlock.bh.PrecisionBits, b.bh.PrecisionBits) mergeBlocks(tmpBlock, pendingBlock, b, retentionDeadline, rowsDeleted) if len(tmpBlock.timestamps) <= maxRowsPerBlock { // More entries may be added to tmpBlock. Swap it with pendingBlock, // so more entries may be added to pendingBlock on the next iteration. if len(tmpBlock.timestamps) > 0 { tmpBlock.fixupTimestamps() } else { pendingBlockIsEmpty = true } pendingBlock, tmpBlock = tmpBlock, pendingBlock continue } // Write the first maxRowsPerBlock of tmpBlock.timestamps to bsw, // leave the rest in pendingBlock. tmpBlock.nextIdx = maxRowsPerBlock pendingBlock.CopyFrom(tmpBlock) pendingBlock.fixupTimestamps() tmpBlock.nextIdx = 0 tmpBlock.timestamps = tmpBlock.timestamps[:maxRowsPerBlock] tmpBlock.values = tmpBlock.values[:maxRowsPerBlock] tmpBlock.fixupTimestamps() bsw.WriteExternalBlock(tmpBlock, ph, rowsMerged) } if err := bsm.Error(); err != nil { return fmt.Errorf("cannot read block to be merged: %w", err) } if !pendingBlockIsEmpty { bsw.WriteExternalBlock(pendingBlock, ph, rowsMerged) } return nil } // mergeBlocks merges ib1 and ib2 to ob. func mergeBlocks(ob, ib1, ib2 *Block, retentionDeadline int64, rowsDeleted *uint64) { ib1.assertMergeable(ib2) ib1.assertUnmarshaled() ib2.assertUnmarshaled() skipSamplesOutsideRetention(ib1, retentionDeadline, rowsDeleted) skipSamplesOutsideRetention(ib2, retentionDeadline, rowsDeleted) if ib1.bh.MaxTimestamp < ib2.bh.MinTimestamp { // Fast path - ib1 values have smaller timestamps than ib2 values. appendRows(ob, ib1) appendRows(ob, ib2) return } if ib2.bh.MaxTimestamp < ib1.bh.MinTimestamp { // Fast path - ib2 values have smaller timestamps than ib1 values. appendRows(ob, ib2) appendRows(ob, ib1) return } if ib1.nextIdx >= len(ib1.timestamps) { appendRows(ob, ib2) return } if ib2.nextIdx >= len(ib2.timestamps) { appendRows(ob, ib1) return } for { i := ib1.nextIdx ts2 := ib2.timestamps[ib2.nextIdx] for i < len(ib1.timestamps) && ib1.timestamps[i] <= ts2 { i++ } ob.timestamps = append(ob.timestamps, ib1.timestamps[ib1.nextIdx:i]...) ob.values = append(ob.values, ib1.values[ib1.nextIdx:i]...) ib1.nextIdx = i if ib1.nextIdx >= len(ib1.timestamps) { appendRows(ob, ib2) return } ib1, ib2 = ib2, ib1 } } func skipSamplesOutsideRetention(b *Block, retentionDeadline int64, rowsDeleted *uint64) { timestamps := b.timestamps nextIdx := b.nextIdx nextIdxOrig := nextIdx for nextIdx < len(timestamps) && timestamps[nextIdx] < retentionDeadline { nextIdx++ } if n := nextIdx - nextIdxOrig; n > 0 { atomic.AddUint64(rowsDeleted, uint64(n)) b.nextIdx = nextIdx } } func appendRows(ob, ib *Block) { ob.timestamps = append(ob.timestamps, ib.timestamps[ib.nextIdx:]...) ob.values = append(ob.values, ib.values[ib.nextIdx:]...) } func unmarshalAndCalibrateScale(b1, b2 *Block) error { if err := b1.UnmarshalData(); err != nil { return err } if err := b2.UnmarshalData(); err != nil { return err } scale := decimal.CalibrateScale(b1.values[b1.nextIdx:], b1.bh.Scale, b2.values[b2.nextIdx:], b2.bh.Scale) b1.bh.Scale = scale b2.bh.Scale = scale return nil } func minUint8(a, b uint8) uint8 { if a < b { return a } return b }