package tsdb import ( "math/rand" "os" "path/filepath" "time" "github.com/coreos/etcd/pkg/fileutil" "github.com/fabxc/tsdb/labels" "github.com/oklog/ulid" "github.com/pkg/errors" "github.com/prometheus/client_golang/prometheus" ) type compactor struct { metrics *compactorMetrics opts *compactorOptions } type compactorMetrics struct { ran prometheus.Counter failed prometheus.Counter duration prometheus.Histogram } func newCompactorMetrics(r prometheus.Registerer) *compactorMetrics { m := &compactorMetrics{} m.ran = prometheus.NewCounter(prometheus.CounterOpts{ Name: "tsdb_compactions_total", Help: "Total number of compactions that were executed for the partition.", }) m.failed = prometheus.NewCounter(prometheus.CounterOpts{ Name: "tsdb_compactions_failed_total", Help: "Total number of compactions that failed for the partition.", }) m.duration = prometheus.NewHistogram(prometheus.HistogramOpts{ Name: "tsdb_compaction_duration", Help: "Duration of compaction runs.", }) if r != nil { r.MustRegister( m.ran, m.failed, m.duration, ) } return m } type compactorOptions struct { maxBlockRange uint64 } func newCompactor(r prometheus.Registerer, opts *compactorOptions) *compactor { return &compactor{ opts: opts, metrics: newCompactorMetrics(r), } } type compactionInfo struct { generation int mint, maxt int64 } const compactionBlocksLen = 3 // pick returns a range [i, j) in the blocks that are suitable to be compacted // into a single block at position i. func (c *compactor) pick(bs []compactionInfo) (i, j int, ok bool) { if len(bs) == 0 { return 0, 0, false } // First, we always compact pending in-memory blocks – oldest first. for i, b := range bs { if b.generation > 0 { continue } // Directly compact into 2nd generation with previous generation 1 blocks. if i+1 >= compactionBlocksLen { match := true for _, pb := range bs[i-compactionBlocksLen+1 : i] { match = match && pb.generation == 1 } if match { return i - compactionBlocksLen + 1, i + 1, true } } // If we have enough generation 0 blocks to directly move to the // 2nd generation, skip generation 1. if len(bs)-i >= compactionBlocksLen { // Guard against the newly compacted block becoming larger than // the previous one. if i == 0 || bs[i-1].generation >= 2 { return i, i + compactionBlocksLen, true } } // No optimizations possible, naiively compact the new block. return i, i + 1, true } // Then we care about compacting multiple blocks, starting with the oldest. for i := 0; i < len(bs)-compactionBlocksLen; i += compactionBlocksLen { if c.match(bs[i : i+2]) { return i, i + compactionBlocksLen, true } } return 0, 0, false } func (c *compactor) match(bs []compactionInfo) bool { g := bs[0].generation for _, b := range bs { if b.generation == 0 { continue } if b.generation != g { return false } } return uint64(bs[len(bs)-1].maxt-bs[0].mint) <= c.opts.maxBlockRange } var entropy = rand.New(rand.NewSource(time.Now().UnixNano())) func mergeBlockMetas(blocks ...Block) (res BlockMeta) { m0 := blocks[0].Meta() res.Sequence = m0.Sequence res.MinTime = m0.MinTime res.MaxTime = blocks[len(blocks)-1].Meta().MaxTime res.ULID = ulid.MustNew(ulid.Now(), entropy) g := m0.Compaction.Generation if g == 0 && len(blocks) > 1 { g++ } res.Compaction.Generation = g + 1 for _, b := range blocks { res.Stats.NumSamples += b.Meta().Stats.NumSamples } return res } func (c *compactor) compact(dir string, blocks ...Block) (err error) { start := time.Now() defer func() { if err != nil { c.metrics.failed.Inc() } c.metrics.duration.Observe(time.Since(start).Seconds()) }() if err = os.RemoveAll(dir); err != nil { return err } if err = os.MkdirAll(dir, 0777); err != nil { return err } chunkw, err := newChunkWriter(chunkDir(dir)) if err != nil { return errors.Wrap(err, "open chunk writer") } indexw, err := newIndexWriter(dir) if err != nil { return errors.Wrap(err, "open index writer") } if err = c.write(dir, blocks, indexw, chunkw); err != nil { return errors.Wrap(err, "write compaction") } if err = chunkw.Close(); err != nil { return errors.Wrap(err, "close chunk writer") } if err = indexw.Close(); err != nil { return errors.Wrap(err, "close index writer") } return nil } func (c *compactor) write(dir string, blocks []Block, indexw IndexWriter, chunkw ChunkWriter) error { var set compactionSet for i, b := range blocks { all, err := b.Index().Postings("", "") if err != nil { return err } // TODO(fabxc): find more transparent way of handling this. if hb, ok := b.(*headBlock); ok { all = hb.remapPostings(all) } s := newCompactionSeriesSet(b.Index(), b.Chunks(), all) if i == 0 { set = s continue } set, err = newCompactionMerger(set, s) if err != nil { return err } } // We fully rebuild the postings list index from merged series. var ( postings = &memPostings{m: make(map[term][]uint32, 512)} values = map[string]stringset{} i = uint32(0) meta = mergeBlockMetas(blocks...) ) for set.Next() { lset, chunks := set.At() if err := chunkw.WriteChunks(chunks...); err != nil { return err } indexw.AddSeries(i, lset, chunks...) meta.Stats.NumChunks += uint64(len(chunks)) meta.Stats.NumSeries++ for _, l := range lset { valset, ok := values[l.Name] if !ok { valset = stringset{} values[l.Name] = valset } valset.set(l.Value) postings.add(i, term{name: l.Name, value: l.Value}) } i++ } if set.Err() != nil { return set.Err() } s := make([]string, 0, 256) for n, v := range values { s = s[:0] for x := range v { s = append(s, x) } if err := indexw.WriteLabelIndex([]string{n}, s); err != nil { return err } } for t := range postings.m { if err := indexw.WritePostings(t.name, t.value, postings.get(t)); err != nil { return err } } // Write a postings list containing all series. all := make([]uint32, i) for i := range all { all[i] = uint32(i) } if err := indexw.WritePostings("", "", newListPostings(all)); err != nil { return err } return writeMetaFile(dir, &meta) } type compactionSet interface { Next() bool At() (labels.Labels, []ChunkMeta) Err() error } type compactionSeriesSet struct { p Postings index IndexReader chunks ChunkReader l labels.Labels c []ChunkMeta err error } func newCompactionSeriesSet(i IndexReader, c ChunkReader, p Postings) *compactionSeriesSet { return &compactionSeriesSet{ index: i, chunks: c, p: p, } } func (c *compactionSeriesSet) Next() bool { if !c.p.Next() { return false } c.l, c.c, c.err = c.index.Series(c.p.At()) if c.err != nil { return false } for i := range c.c { chk := &c.c[i] chk.Chunk, c.err = c.chunks.Chunk(chk.Ref) if c.err != nil { return false } } return true } func (c *compactionSeriesSet) Err() error { if c.err != nil { return c.err } return c.p.Err() } func (c *compactionSeriesSet) At() (labels.Labels, []ChunkMeta) { return c.l, c.c } type compactionMerger struct { a, b compactionSet aok, bok bool l labels.Labels c []ChunkMeta } type compactionSeries struct { labels labels.Labels chunks []ChunkMeta } func newCompactionMerger(a, b compactionSet) (*compactionMerger, error) { c := &compactionMerger{ a: a, b: b, } // Initialize first elements of both sets as Next() needs // one element look-ahead. c.aok = c.a.Next() c.bok = c.b.Next() return c, c.Err() } func (c *compactionMerger) compare() int { if !c.aok { return 1 } if !c.bok { return -1 } a, _ := c.a.At() b, _ := c.b.At() return labels.Compare(a, b) } func (c *compactionMerger) Next() bool { if !c.aok && !c.bok || c.Err() != nil { return false } d := c.compare() // Both sets contain the current series. Chain them into a single one. if d > 0 { c.l, c.c = c.b.At() c.bok = c.b.Next() } else if d < 0 { c.l, c.c = c.a.At() c.aok = c.a.Next() } else { l, ca := c.a.At() _, cb := c.b.At() c.l = l c.c = append(ca, cb...) c.aok = c.a.Next() c.bok = c.b.Next() } return true } func (c *compactionMerger) Err() error { if c.a.Err() != nil { return c.a.Err() } return c.b.Err() } func (c *compactionMerger) At() (labels.Labels, []ChunkMeta) { return c.l, c.c } func renameDir(from, to string) error { if err := os.RemoveAll(to); err != nil { return err } if err := os.Rename(from, to); err != nil { return err } // Directory was renamed; sync parent dir to persist rename. pdir, err := fileutil.OpenDir(filepath.Dir(to)) if err != nil { return err } if err = fileutil.Fsync(pdir); err != nil { return err } if err = pdir.Close(); err != nil { return err } return nil }