X-Git-Url: https://git.arvados.org/lightning.git/blobdiff_plain/761c4fd02d57e4e8c1190a94a3956e9de9f643df..ff2b46988b3e6c076766283325bb5ac04ab753f3:/tilelib.go diff --git a/tilelib.go b/tilelib.go index cfe91fb49f..8c88956b97 100644 --- a/tilelib.go +++ b/tilelib.go @@ -3,39 +3,267 @@ package main import ( "bufio" "bytes" + "context" + "encoding/gob" + "fmt" "io" - "log" + "regexp" + "runtime" + "sort" + "strings" "sync" + "sync/atomic" + log "github.com/sirupsen/logrus" "golang.org/x/crypto/blake2b" ) -type tileVariantID int32 // 1-based +type tileVariantID uint16 // 1-based type tileLibRef struct { - tag tagID - variant tileVariantID + Tag tagID + Variant tileVariantID } type tileSeq map[string][]tileLibRef +func (tseq tileSeq) Variants() ([]tileVariantID, int, int) { + maxtag := 0 + for _, refs := range tseq { + for _, ref := range refs { + if maxtag < int(ref.Tag) { + maxtag = int(ref.Tag) + } + } + } + vars := make([]tileVariantID, maxtag+1) + var kept, dropped int + for _, refs := range tseq { + for _, ref := range refs { + if vars[int(ref.Tag)] != 0 { + dropped++ + } else { + kept++ + } + vars[int(ref.Tag)] = ref.Variant + } + } + return vars, kept, dropped +} + type tileLibrary struct { - taglib *tagLibrary - variant [][][blake2b.Size256]byte + retainNoCalls bool + skipOOO bool + retainTileSequences bool + + taglib *tagLibrary + variant [][][blake2b.Size256]byte + refseqs map[string]map[string][]tileLibRef + compactGenomes map[string][]tileVariantID // count [][]int - // seq map[[blake2b.Size]byte][]byte - variants int + seq map[[blake2b.Size256]byte][]byte + variants int64 + // if non-nil, write out any tile variants added while tiling + encoder *gob.Encoder + + mtx sync.RWMutex + vlock []sync.Locker +} + +func (tilelib *tileLibrary) loadTagSet(newtagset [][]byte) error { + // Loading a tagset means either passing it through to the + // output (if it's the first one we've seen), or just ensuring + // it doesn't disagree with what we already have. + if len(newtagset) == 0 { + return nil + } + tilelib.mtx.Lock() + defer tilelib.mtx.Unlock() + if tilelib.taglib == nil || tilelib.taglib.Len() == 0 { + tilelib.taglib = &tagLibrary{} + err := tilelib.taglib.setTags(newtagset) + if err != nil { + return err + } + if tilelib.encoder != nil { + err = tilelib.encoder.Encode(LibraryEntry{ + TagSet: newtagset, + }) + if err != nil { + return err + } + } + } else if tilelib.taglib.Len() != len(newtagset) { + return fmt.Errorf("cannot merge libraries with differing tagsets") + } else { + current := tilelib.taglib.Tags() + for i := range newtagset { + if !bytes.Equal(newtagset[i], current[i]) { + return fmt.Errorf("cannot merge libraries with differing tagsets") + } + } + } + return nil +} + +func (tilelib *tileLibrary) loadTileVariants(tvs []TileVariant, variantmap map[tileLibRef]tileVariantID) error { + for _, tv := range tvs { + // Assign a new variant ID (unique across all inputs) + // for each input variant. + variantmap[tileLibRef{Tag: tv.Tag, Variant: tv.Variant}] = tilelib.getRef(tv.Tag, tv.Sequence).Variant + } + return nil +} + +func (tilelib *tileLibrary) loadCompactGenomes(cgs []CompactGenome, variantmap map[tileLibRef]tileVariantID, onLoadGenome func(CompactGenome)) error { + log.Debugf("loadCompactGenomes: %d", len(cgs)) + var wg sync.WaitGroup + errs := make(chan error, 1) + for _, cg := range cgs { + wg.Add(1) + cg := cg + go func() { + defer wg.Done() + for i, variant := range cg.Variants { + if len(errs) > 0 { + return + } + if variant == 0 { + continue + } + tag := tagID(i / 2) + newvariant, ok := variantmap[tileLibRef{Tag: tag, Variant: variant}] + if !ok { + err := fmt.Errorf("oops: genome %q has variant %d for tag %d, but that variant was not in its library", cg.Name, variant, tag) + select { + case errs <- err: + default: + } + return + } + log.Tracef("loadCompactGenomes: cg %s tag %d variant %d => %d", cg.Name, tag, variant, newvariant) + cg.Variants[i] = newvariant + } + if onLoadGenome != nil { + onLoadGenome(cg) + } + if tilelib.encoder != nil { + err := tilelib.encoder.Encode(LibraryEntry{ + CompactGenomes: []CompactGenome{cg}, + }) + if err != nil { + select { + case errs <- err: + default: + } + return + } + } + if tilelib.compactGenomes != nil { + tilelib.mtx.Lock() + defer tilelib.mtx.Unlock() + tilelib.compactGenomes[cg.Name] = cg.Variants + } + }() + } + wg.Wait() + go close(errs) + return <-errs +} + +func (tilelib *tileLibrary) loadCompactSequences(cseqs []CompactSequence, variantmap map[tileLibRef]tileVariantID) error { + log.Debugf("loadCompactSequences: %d", len(cseqs)) + for _, cseq := range cseqs { + for _, tseq := range cseq.TileSequences { + for i, libref := range tseq { + if libref.Variant == 0 { + // No variant (e.g., import + // dropped tiles with + // no-calls) = no translation. + continue + } + v, ok := variantmap[libref] + if !ok { + return fmt.Errorf("oops: CompactSequence %q has variant %d for tag %d, but that variant was not in its library", cseq.Name, libref.Variant, libref.Tag) + } + tseq[i].Variant = v + } + } + if tilelib.encoder != nil { + if err := tilelib.encoder.Encode(LibraryEntry{ + CompactSequences: []CompactSequence{cseq}, + }); err != nil { + return err + } + } + } + tilelib.mtx.Lock() + defer tilelib.mtx.Unlock() + if tilelib.refseqs == nil { + tilelib.refseqs = map[string]map[string][]tileLibRef{} + } + for _, cseq := range cseqs { + tilelib.refseqs[cseq.Name] = cseq.TileSequences + } + return nil +} + +// Load library data from rdr. Tile variants might be renumbered in +// the process; in that case, genomes variants will be renumbered to +// match. +// +// If onLoadGenome is non-nil, call it on each CompactGenome entry. +func (tilelib *tileLibrary) LoadGob(ctx context.Context, rdr io.Reader, gz bool, onLoadGenome func(CompactGenome)) error { + cgs := []CompactGenome{} + cseqs := []CompactSequence{} + variantmap := map[tileLibRef]tileVariantID{} + err := DecodeLibrary(rdr, gz, func(ent *LibraryEntry) error { + if ctx.Err() != nil { + return ctx.Err() + } + if err := tilelib.loadTagSet(ent.TagSet); err != nil { + return err + } + if err := tilelib.loadTileVariants(ent.TileVariants, variantmap); err != nil { + return err + } + cgs = append(cgs, ent.CompactGenomes...) + cseqs = append(cseqs, ent.CompactSequences...) + return nil + }) + if err != nil { + return err + } + if ctx.Err() != nil { + return ctx.Err() + } + err = tilelib.loadCompactGenomes(cgs, variantmap, onLoadGenome) + if err != nil { + return err + } + err = tilelib.loadCompactSequences(cseqs, variantmap) + if err != nil { + return err + } + return nil +} - mtx sync.Mutex +type importStats struct { + InputFile string + InputLabel string + InputLength int + InputCoverage int + PathLength int + DroppedOutOfOrderTiles int } -func (tilelib *tileLibrary) TileFasta(filelabel string, rdr io.Reader) (tileSeq, error) { +func (tilelib *tileLibrary) TileFasta(filelabel string, rdr io.Reader, matchChromosome *regexp.Regexp) (tileSeq, []importStats, error) { ret := tileSeq{} type jobT struct { label string fasta []byte } - todo := make(chan jobT) + todo := make(chan jobT, 1) scanner := bufio.NewScanner(rdr) go func() { defer close(todo) @@ -43,72 +271,320 @@ func (tilelib *tileLibrary) TileFasta(filelabel string, rdr io.Reader) (tileSeq, var seqlabel string for scanner.Scan() { buf := scanner.Bytes() - if len(buf) == 0 || buf[0] == '>' { - todo <- jobT{seqlabel, fasta} - seqlabel, fasta = string(buf[1:]), nil - log.Printf("%s %s reading fasta", filelabel, seqlabel) + if len(buf) > 0 && buf[0] == '>' { + todo <- jobT{seqlabel, append([]byte(nil), fasta...)} + seqlabel, fasta = strings.SplitN(string(buf[1:]), " ", 2)[0], fasta[:0] + log.Debugf("%s %s reading fasta", filelabel, seqlabel) } else { fasta = append(fasta, bytes.ToLower(buf)...) } } todo <- jobT{seqlabel, fasta} }() + type foundtag struct { + pos int + tagid tagID + } + found := make([]foundtag, 2000000) + path := make([]tileLibRef, 2000000) + totalFoundTags := 0 + totalPathLen := 0 + skippedSequences := 0 + taglen := tilelib.taglib.TagLen() + var stats []importStats for job := range todo { if len(job.fasta) == 0 { continue + } else if !matchChromosome.MatchString(job.label) { + skippedSequences++ + continue } - log.Printf("%s %s tiling", filelabel, job.label) - var path []tileLibRef - tilestart := -1 // position in fasta of tile that ends here - tiletagid := tagID(-1) // tag id starting tile that ends here - tilelib.taglib.FindAll(job.fasta, func(id tagID, pos, taglen int) { - if tilestart >= 0 { - path = append(path, tilelib.getRef(tiletagid, job.fasta[tilestart:pos+taglen])) - } - tilestart = pos - tiletagid = id + log.Debugf("%s %s tiling", filelabel, job.label) + + found = found[:0] + tilelib.taglib.FindAll(job.fasta, func(tagid tagID, pos, taglen int) { + found = append(found, foundtag{pos: pos, tagid: tagid}) }) - if tiletagid >= 0 { - path = append(path, tilelib.getRef(tiletagid, job.fasta[tilestart:])) + totalFoundTags += len(found) + if len(found) == 0 { + log.Warnf("%s %s no tags found", filelabel, job.label) + } + + skipped := 0 + if tilelib.skipOOO { + log.Infof("%s %s keeping longest increasing subsequence", filelabel, job.label) + keep := longestIncreasingSubsequence(len(found), func(i int) int { return int(found[i].tagid) }) + for i, x := range keep { + found[i] = found[x] + } + skipped = len(found) - len(keep) + found = found[:len(keep)] } - ret[job.label] = path - log.Printf("%s %s tiled with path len %d", filelabel, job.label, len(path)) + + log.Infof("%s %s getting %d librefs", filelabel, job.label, len(found)) + throttle := &throttle{Max: runtime.NumCPU()} + path = path[:len(found)] + var lowquality int64 + for i, f := range found { + i, f := i, f + throttle.Acquire() + go func() { + defer throttle.Release() + var startpos, endpos int + if i == 0 { + startpos = 0 + } else { + startpos = f.pos + } + if i == len(found)-1 { + endpos = len(job.fasta) + } else { + endpos = found[i+1].pos + taglen + } + path[i] = tilelib.getRef(f.tagid, job.fasta[startpos:endpos]) + if countBases(job.fasta[startpos:endpos]) != endpos-startpos { + atomic.AddInt64(&lowquality, 1) + } + }() + } + throttle.Wait() + + log.Infof("%s %s copying path", filelabel, job.label) + + pathcopy := make([]tileLibRef, len(path)) + copy(pathcopy, path) + ret[job.label] = pathcopy + + basesIn := countBases(job.fasta) + log.Infof("%s %s fasta in %d coverage in %d path len %d low-quality %d skipped-out-of-order %d", filelabel, job.label, len(job.fasta), basesIn, len(path), lowquality, skipped) + stats = append(stats, importStats{ + InputFile: filelabel, + InputLabel: job.label, + InputLength: len(job.fasta), + InputCoverage: basesIn, + PathLength: len(path), + DroppedOutOfOrderTiles: skipped, + }) + + totalPathLen += len(path) } - return ret, scanner.Err() + log.Printf("%s tiled with total path len %d in %d sequences (skipped %d sequences that did not match chromosome regexp, skipped %d out-of-order tags)", filelabel, totalPathLen, len(ret), skippedSequences, totalFoundTags-totalPathLen) + return ret, stats, scanner.Err() } -func (tilelib *tileLibrary) Len() int { - tilelib.mtx.Lock() - defer tilelib.mtx.Unlock() - return tilelib.variants +func (tilelib *tileLibrary) Len() int64 { + return atomic.LoadInt64(&tilelib.variants) } // Return a tileLibRef for a tile with the given tag and sequence, // adding the sequence to the library if needed. func (tilelib *tileLibrary) getRef(tag tagID, seq []byte) tileLibRef { - for _, b := range seq { - if b != 'a' && b != 'c' && b != 'g' && b != 't' { - // return "tile not found" if seq has any - // no-calls - return tileLibRef{tag: tag} + dropSeq := false + if !tilelib.retainNoCalls { + for _, b := range seq { + if b != 'a' && b != 'c' && b != 'g' && b != 't' { + dropSeq = true + break + } } } - tilelib.mtx.Lock() - defer tilelib.mtx.Unlock() - // if tilelib.seq == nil { - // tilelib.seq = map[[blake2b.Size]byte][]byte{} - // } - if tilelib.variant == nil { - tilelib.variant = make([][][blake2b.Size256]byte, tilelib.taglib.Len()) - } seqhash := blake2b.Sum256(seq) + var vlock sync.Locker + + tilelib.mtx.RLock() + if len(tilelib.vlock) > int(tag) { + vlock = tilelib.vlock[tag] + } + tilelib.mtx.RUnlock() + + if vlock != nil { + vlock.Lock() + for i, varhash := range tilelib.variant[tag] { + if varhash == seqhash { + vlock.Unlock() + return tileLibRef{Tag: tag, Variant: tileVariantID(i + 1)} + } + } + vlock.Unlock() + } else { + tilelib.mtx.Lock() + if tilelib.variant == nil && tilelib.taglib != nil { + tilelib.variant = make([][][blake2b.Size256]byte, tilelib.taglib.Len()) + tilelib.vlock = make([]sync.Locker, tilelib.taglib.Len()) + for i := range tilelib.vlock { + tilelib.vlock[i] = new(sync.Mutex) + } + } + if int(tag) >= len(tilelib.variant) { + oldlen := len(tilelib.vlock) + for i := 0; i < oldlen; i++ { + tilelib.vlock[i].Lock() + } + // If we haven't seen the tag library yet (as + // in a merge), tilelib.taglib.Len() is + // zero. We can still behave correctly, we + // just need to expand the tilelib.variant and + // tilelib.vlock slices as needed. + if int(tag) >= cap(tilelib.variant) { + // Allocate 2x capacity. + newslice := make([][][blake2b.Size256]byte, int(tag)+1, (int(tag)+1)*2) + copy(newslice, tilelib.variant) + tilelib.variant = newslice[:int(tag)+1] + newvlock := make([]sync.Locker, int(tag)+1, (int(tag)+1)*2) + copy(newvlock, tilelib.vlock) + tilelib.vlock = newvlock[:int(tag)+1] + } else { + // Use previously allocated capacity, + // avoiding copy. + tilelib.variant = tilelib.variant[:int(tag)+1] + tilelib.vlock = tilelib.vlock[:int(tag)+1] + } + for i := oldlen; i < len(tilelib.vlock); i++ { + tilelib.vlock[i] = new(sync.Mutex) + } + for i := 0; i < oldlen; i++ { + tilelib.vlock[i].Unlock() + } + } + vlock = tilelib.vlock[tag] + tilelib.mtx.Unlock() + } + + vlock.Lock() for i, varhash := range tilelib.variant[tag] { if varhash == seqhash { - return tileLibRef{tag: tag, variant: tileVariantID(i + 1)} + vlock.Unlock() + return tileLibRef{Tag: tag, Variant: tileVariantID(i + 1)} } } - tilelib.variants++ + atomic.AddInt64(&tilelib.variants, 1) tilelib.variant[tag] = append(tilelib.variant[tag], seqhash) - // tilelib.seq[seqhash] = append([]byte(nil), seq...) - return tileLibRef{tag: tag, variant: tileVariantID(len(tilelib.variant[tag]))} + variant := tileVariantID(len(tilelib.variant[tag])) + vlock.Unlock() + + if tilelib.retainTileSequences && !dropSeq { + tilelib.mtx.Lock() + if tilelib.seq == nil { + tilelib.seq = map[[blake2b.Size256]byte][]byte{} + } + tilelib.seq[seqhash] = append([]byte(nil), seq...) + tilelib.mtx.Unlock() + } + + if tilelib.encoder != nil { + saveSeq := seq + if dropSeq { + // Save the hash, but not the sequence + saveSeq = nil + } + tilelib.encoder.Encode(LibraryEntry{ + TileVariants: []TileVariant{{ + Tag: tag, + Variant: variant, + Blake2b: seqhash, + Sequence: saveSeq, + }}, + }) + } + return tileLibRef{Tag: tag, Variant: variant} +} + +func (tilelib *tileLibrary) TileVariantSequence(libref tileLibRef) []byte { + if libref.Variant == 0 || len(tilelib.variant) <= int(libref.Tag) || len(tilelib.variant[libref.Tag]) < int(libref.Variant) { + return nil + } + return tilelib.seq[tilelib.variant[libref.Tag][libref.Variant-1]] +} + +// Tidy deletes unreferenced tile variants and renumbers variants so +// more common variants have smaller IDs. +func (tilelib *tileLibrary) Tidy() { + log.Print("Tidy: compute inref") + inref := map[tileLibRef]bool{} + for _, refseq := range tilelib.refseqs { + for _, librefs := range refseq { + for _, libref := range librefs { + inref[libref] = true + } + } + } + log.Print("Tidy: compute remap") + remap := make([][]tileVariantID, len(tilelib.variant)) + throttle := throttle{Max: runtime.NumCPU() + 1} + for tag, oldvariants := range tilelib.variant { + tag, oldvariants := tagID(tag), oldvariants + if tag%1000000 == 0 { + log.Printf("Tidy: tag %d", tag) + } + throttle.Acquire() + go func() { + defer throttle.Release() + uses := make([]int, len(oldvariants)) + for _, cg := range tilelib.compactGenomes { + for phase := 0; phase < 2; phase++ { + cgi := int(tag)*2 + phase + if cgi < len(cg) && cg[cgi] > 0 { + uses[cg[cgi]-1]++ + } + } + } + + // Compute desired order of variants: + // neworder[x] == index in oldvariants that + // should move to position x. + neworder := make([]int, len(oldvariants)) + for i := range neworder { + neworder[i] = i + } + sort.Slice(neworder, func(i, j int) bool { + if cmp := uses[neworder[i]] - uses[neworder[j]]; cmp != 0 { + return cmp > 0 + } else { + return bytes.Compare(oldvariants[neworder[i]][:], oldvariants[neworder[j]][:]) < 0 + } + }) + + // Replace tilelib.variant[tag] with a new + // re-ordered slice of hashes, and make a + // mapping from old to new variant IDs. + remaptag := make([]tileVariantID, len(oldvariants)+1) + newvariants := make([][blake2b.Size256]byte, 0, len(neworder)) + for _, oldi := range neworder { + if uses[oldi] > 0 || inref[tileLibRef{Tag: tag, Variant: tileVariantID(oldi + 1)}] { + newvariants = append(newvariants, oldvariants[oldi]) + remaptag[oldi+1] = tileVariantID(len(newvariants)) + } + } + tilelib.variant[tag] = newvariants + remap[tag] = remaptag + }() + } + throttle.Wait() + + // Apply remap to genomes and reference sequences, so they + // refer to the same tile variants using the changed IDs. + log.Print("Tidy: apply remap") + for _, cg := range tilelib.compactGenomes { + for idx, variant := range cg { + cg[idx] = remap[tagID(idx/2)][variant] + } + } + for _, refcs := range tilelib.refseqs { + for _, refseq := range refcs { + for i, tv := range refseq { + refseq[i].Variant = remap[tv.Tag][tv.Variant] + } + } + } + log.Print("Tidy: done") +} + +func countBases(seq []byte) int { + n := 0 + for _, c := range seq { + if isbase[c] { + n++ + } + } + return n }