// Copyright (C) The Lightning Authors. All rights reserved. // // SPDX-License-Identifier: AGPL-3.0 package lightning import ( "bufio" "bytes" "context" "encoding/gob" "fmt" "io" "math/rand" "os" "regexp" "runtime" "sort" "strings" "sync" "sync/atomic" "github.com/klauspost/pgzip" log "github.com/sirupsen/logrus" "golang.org/x/crypto/blake2b" ) type tileVariantID uint16 // 1-based type tileLibRef struct { 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 { retainNoCalls bool skipOOO bool retainTileSequences bool useDups bool taglib *tagLibrary variant [][][blake2b.Size256]byte refseqs map[string]map[string][]tileLibRef compactGenomes map[string][]tileVariantID seq2 map[[2]byte]map[[blake2b.Size256]byte][]byte seq2lock map[[2]byte]sync.Locker variants int64 // if non-nil, write out any tile variants added while tiling encoder *gob.Encoder // set Ref flag when writing new variants to encoder encodeRef bool onAddTileVariant func(libref tileLibRef, hash [blake2b.Size256]byte, seq []byte) error onAddGenome func(CompactGenome) error onAddRefseq func(CompactSequence) error 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, tv.Ref).Variant } return nil } func (tilelib *tileLibrary) loadCompactGenomes(cgs []CompactGenome, variantmap map[tileLibRef]tileVariantID) 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 tilelib.onAddGenome != nil { err := tilelib.onAddGenome(cg) if err != nil { select { case errs <- err: default: } return } } 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.Infof("loadCompactSequences: %d todo", len(cseqs)) for _, cseq := range cseqs { log.Infof("loadCompactSequences: checking %s", cseq.Name) 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 } } if tilelib.onAddRefseq != nil { err := tilelib.onAddRefseq(cseq) if err != nil { return err } } log.Infof("loadCompactSequences: checking %s done", cseq.Name) } 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 } log.Info("loadCompactSequences: done") return nil } func allFiles(path string, re *regexp.Regexp) ([]string, error) { var files []string f, err := open(path) if err != nil { return nil, err } defer f.Close() fis, err := f.Readdir(-1) if err != nil { return []string{path}, nil } for _, fi := range fis { if fi.Name() == "." || fi.Name() == ".." { continue } else if child := path + "/" + fi.Name(); fi.IsDir() { add, err := allFiles(child, re) if err != nil { return nil, err } files = append(files, add...) } else if re == nil || re.MatchString(child) { files = append(files, child) } } sort.Strings(files) return files, nil } var matchGobFile = regexp.MustCompile(`\.gob(\.gz)?$`) func (tilelib *tileLibrary) LoadDir(ctx context.Context, path string) error { log.Infof("LoadDir: walk dir %s", path) files, err := allFiles(path, matchGobFile) if err != nil { return err } ctx, cancel := context.WithCancel(ctx) defer cancel() var mtx sync.Mutex allcgs := make([][]CompactGenome, len(files)) allcseqs := make([][]CompactSequence, len(files)) allvariantmap := map[tileLibRef]tileVariantID{} errs := make(chan error, len(files)) log.Infof("LoadDir: read %d files", len(files)) for fileno, path := range files { fileno, path := fileno, path go func() { f, err := open(path) if err != nil { errs <- err return } defer f.Close() defer log.Infof("LoadDir: finished reading %s", path) var variantmap = map[tileLibRef]tileVariantID{} var cgs []CompactGenome var cseqs []CompactSequence err = DecodeLibrary(f, strings.HasSuffix(path, ".gz"), func(ent *LibraryEntry) error { if ctx.Err() != nil { return ctx.Err() } if len(ent.TagSet) > 0 { mtx.Lock() if tilelib.taglib == nil || tilelib.taglib.Len() != len(ent.TagSet) { // load first set of tags, or // report mismatch if 2 sets // have different #tags. if err := tilelib.loadTagSet(ent.TagSet); err != nil { mtx.Unlock() return err } } mtx.Unlock() } for _, tv := range ent.TileVariants { variantmap[tileLibRef{Tag: tv.Tag, Variant: tv.Variant}] = tilelib.getRef(tv.Tag, tv.Sequence, tv.Ref).Variant } cgs = append(cgs, ent.CompactGenomes...) cseqs = append(cseqs, ent.CompactSequences...) return nil }) allcgs[fileno] = cgs allcseqs[fileno] = cseqs mtx.Lock() defer mtx.Unlock() for k, v := range variantmap { allvariantmap[k] = v } errs <- err }() } for range files { err := <-errs if err != nil { return err } } log.Info("LoadDir: loadCompactGenomes") var flatcgs []CompactGenome for _, cgs := range allcgs { flatcgs = append(flatcgs, cgs...) } err = tilelib.loadCompactGenomes(flatcgs, allvariantmap) if err != nil { return err } log.Info("LoadDir: loadCompactSequences") var flatcseqs []CompactSequence for _, cseqs := range allcseqs { flatcseqs = append(flatcseqs, cseqs...) } err = tilelib.loadCompactSequences(flatcseqs, allvariantmap) if err != nil { return err } log.Info("LoadDir done") return nil } func (tilelib *tileLibrary) WriteDir(dir string) error { ntilefiles := 128 nfiles := ntilefiles + len(tilelib.refseqs) files := make([]*os.File, nfiles) for i := range files { f, err := os.OpenFile(fmt.Sprintf("%s/library.%04d.gob.gz", dir, i), os.O_CREATE|os.O_WRONLY, 0666) if err != nil { return err } defer f.Close() files[i] = f } bufws := make([]*bufio.Writer, nfiles) for i := range bufws { bufws[i] = bufio.NewWriterSize(files[i], 1<<26) } zws := make([]*pgzip.Writer, nfiles) for i := range zws { zws[i] = pgzip.NewWriter(bufws[i]) defer zws[i].Close() } encoders := make([]*gob.Encoder, nfiles) for i := range encoders { encoders[i] = gob.NewEncoder(zws[i]) } cgnames := make([]string, 0, len(tilelib.compactGenomes)) for name := range tilelib.compactGenomes { cgnames = append(cgnames, name) } sort.Strings(cgnames) refnames := make([]string, 0, len(tilelib.refseqs)) for name := range tilelib.refseqs { refnames = append(refnames, name) } sort.Strings(refnames) log.Infof("WriteDir: writing %d files", nfiles) ctx, cancel := context.WithCancel(context.Background()) defer cancel() errs := make(chan error, nfiles) for start := range files { start := start go func() { err := encoders[start].Encode(LibraryEntry{TagSet: tilelib.taglib.Tags()}) if err != nil { errs <- err return } if refidx := start - ntilefiles; refidx >= 0 { // write each ref to its own file // (they seem to load very slowly) name := refnames[refidx] errs <- encoders[start].Encode(LibraryEntry{CompactSequences: []CompactSequence{{ Name: name, TileSequences: tilelib.refseqs[name], }}}) return } for i := start; i < len(cgnames); i += ntilefiles { err := encoders[start].Encode(LibraryEntry{CompactGenomes: []CompactGenome{{ Name: cgnames[i], Variants: tilelib.compactGenomes[cgnames[i]], }}}) if err != nil { errs <- err return } } tvs := []TileVariant{} for tag := start; tag < len(tilelib.variant) && ctx.Err() == nil; tag += ntilefiles { tvs = tvs[:0] for idx, hash := range tilelib.variant[tag] { tvs = append(tvs, TileVariant{ Tag: tagID(tag), Variant: tileVariantID(idx + 1), Blake2b: hash, Sequence: tilelib.hashSequence(hash), }) } err := encoders[start].Encode(LibraryEntry{TileVariants: tvs}) if err != nil { errs <- err return } } errs <- nil }() } for range files { err := <-errs if err != nil { return err } } log.Info("WriteDir: flushing") for i := range zws { err := zws[i].Close() if err != nil { return err } err = bufws[i].Flush() if err != nil { return err } err = files[i].Close() if err != nil { return err } } log.Info("WriteDir: done") 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. func (tilelib *tileLibrary) LoadGob(ctx context.Context, rdr io.Reader, gz bool) 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) if err != nil { return err } err = tilelib.loadCompactSequences(cseqs, variantmap) if err != nil { return err } return nil } func (tilelib *tileLibrary) dump(out io.Writer) { printTV := func(tag int, variant tileVariantID) { if variant < 1 { fmt.Fprintf(out, " -") } else if tag >= len(tilelib.variant) { fmt.Fprintf(out, " (!tag=%d)", tag) } else if int(variant) > len(tilelib.variant[tag]) { fmt.Fprintf(out, " (tag=%d,!variant=%d)", tag, variant) } else { fmt.Fprintf(out, " %x", tilelib.variant[tag][variant-1][:8]) } } for refname, refseqs := range tilelib.refseqs { for seqname, seq := range refseqs { fmt.Fprintf(out, "ref %s %s", refname, seqname) for _, libref := range seq { printTV(int(libref.Tag), libref.Variant) } fmt.Fprintf(out, "\n") } } for name, cg := range tilelib.compactGenomes { fmt.Fprintf(out, "cg %s", name) for tag, variant := range cg { printTV(tag/2, variant) } fmt.Fprintf(out, "\n") } } type importStats struct { InputFile string InputLabel string InputLength int InputCoverage int PathLength int DroppedRepeatedTags int DroppedOutOfOrderTags int } func (tilelib *tileLibrary) TileFasta(filelabel string, rdr io.Reader, matchChromosome *regexp.Regexp, isRef bool) (tileSeq, []importStats, error) { ret := tileSeq{} 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 in := bufio.NewReader(rdr) readall: for { var seqlabel string // Advance to next '>', then // read seqlabel up to \r?\n readseqlabel: for seqlabelStarted := false; ; { rune, _, err := in.ReadRune() if err == io.EOF { break readall } else if err != nil { return nil, nil, err } switch { case rune == '\r': case seqlabelStarted && rune == '\n': break readseqlabel case seqlabelStarted: seqlabel += string(rune) case rune == '>': seqlabelStarted = true default: } } log.Debugf("%s %s reading fasta", filelabel, seqlabel) if !matchChromosome.MatchString(seqlabel) { skippedSequences++ continue } log.Debugf("%s %s tiling", filelabel, seqlabel) fasta := bytes.NewBuffer(nil) found = found[:0] err := tilelib.taglib.FindAll(in, fasta, func(tagid tagID, pos, taglen int) { found = append(found, foundtag{pos: pos, tagid: tagid}) }) if err != nil { return nil, nil, err } totalFoundTags += len(found) if len(found) == 0 { log.Warnf("%s %s no tags found", filelabel, seqlabel) } droppedDup := 0 if !tilelib.useDups { // Remove any tags that appeared more than once dup := map[tagID]bool{} for _, ft := range found { _, dup[ft.tagid] = dup[ft.tagid] } dst := 0 for _, ft := range found { if !dup[ft.tagid] { found[dst] = ft dst++ } } droppedDup = len(found) - dst log.Infof("%s %s dropping %d non-unique tags", filelabel, seqlabel, droppedDup) found = found[:dst] } droppedOOO := 0 if tilelib.skipOOO { keep := longestIncreasingSubsequence(len(found), func(i int) int { return int(found[i].tagid) }) for i, x := range keep { found[i] = found[x] } droppedOOO = len(found) - len(keep) log.Infof("%s %s dropping %d out-of-order tags", filelabel, seqlabel, droppedOOO) found = found[:len(keep)] } log.Infof("%s %s getting %d librefs", filelabel, seqlabel, len(found)) path = path[:len(found)] var lowquality int64 // Visit each element of found, but start at a random // index, to reduce the likelihood of lock contention // when importing many samples concurrently. startpoint := rand.Int() % len(found) for offset := range found { i := startpoint + offset if i >= len(found) { i -= len(found) } f := found[i] var startpos, endpos int if i == 0 { startpos = 0 } else { startpos = f.pos } if i == len(found)-1 { endpos = fasta.Len() } else { endpos = found[i+1].pos + taglen } path[i] = tilelib.getRef(f.tagid, fasta.Bytes()[startpos:endpos], isRef) if countBases(fasta.Bytes()[startpos:endpos]) != endpos-startpos { lowquality++ } } log.Infof("%s %s copying path", filelabel, seqlabel) pathcopy := make([]tileLibRef, len(path)) copy(pathcopy, path) ret[seqlabel] = pathcopy basesIn := countBases(fasta.Bytes()) log.Infof("%s %s fasta in %d coverage in %d path len %d low-quality %d", filelabel, seqlabel, fasta.Len(), basesIn, len(path), lowquality) stats = append(stats, importStats{ InputFile: filelabel, InputLabel: seqlabel, InputLength: fasta.Len(), InputCoverage: basesIn, PathLength: len(path), DroppedOutOfOrderTags: droppedOOO, DroppedRepeatedTags: droppedDup, }) totalPathLen += len(path) } 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, nil } 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, usedByRef bool) tileLibRef { dropSeq := false if !tilelib.retainNoCalls { for _, b := range seq { if b != 'a' && b != 'c' && b != 'g' && b != 't' { dropSeq = true break } } } 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 { vlock.Unlock() return tileLibRef{Tag: tag, Variant: tileVariantID(i + 1)} } } atomic.AddInt64(&tilelib.variants, 1) tilelib.variant[tag] = append(tilelib.variant[tag], seqhash) variant := tileVariantID(len(tilelib.variant[tag])) vlock.Unlock() if tilelib.retainTileSequences && !dropSeq { seqCopy := append([]byte(nil), seq...) if tilelib.seq2 == nil { tilelib.mtx.Lock() if tilelib.seq2 == nil { tilelib.seq2lock = map[[2]byte]sync.Locker{} m := map[[2]byte]map[[blake2b.Size256]byte][]byte{} var k [2]byte for i := 0; i < 256; i++ { k[0] = byte(i) for j := 0; j < 256; j++ { k[1] = byte(j) m[k] = map[[blake2b.Size256]byte][]byte{} tilelib.seq2lock[k] = &sync.Mutex{} } } tilelib.seq2 = m } tilelib.mtx.Unlock() } var k [2]byte copy(k[:], seqhash[:]) locker := tilelib.seq2lock[k] locker.Lock() tilelib.seq2[k][seqhash] = seqCopy locker.Unlock() } saveSeq := seq if dropSeq { // Save the hash, but not the sequence saveSeq = nil } if tilelib.encoder != nil { tilelib.encoder.Encode(LibraryEntry{ TileVariants: []TileVariant{{ Tag: tag, Ref: usedByRef, Variant: variant, Blake2b: seqhash, Sequence: saveSeq, }}, }) } if tilelib.onAddTileVariant != nil { tilelib.onAddTileVariant(tileLibRef{tag, variant}, seqhash, saveSeq) } return tileLibRef{Tag: tag, Variant: variant} } func (tilelib *tileLibrary) hashSequence(hash [blake2b.Size256]byte) []byte { var partition [2]byte copy(partition[:], hash[:]) return tilelib.seq2[partition][hash] } 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.hashSequence(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") var wg sync.WaitGroup for _, cg := range tilelib.compactGenomes { cg := cg wg.Add(1) go func() { defer wg.Done() for idx, variant := range cg { cg[idx] = remap[tagID(idx/2)][variant] } }() } for _, refcs := range tilelib.refseqs { for _, refseq := range refcs { refseq := refseq wg.Add(1) go func() { defer wg.Done() for i, tv := range refseq { refseq[i].Variant = remap[tv.Tag][tv.Variant] } }() } } wg.Wait() log.Print("Tidy: done") } func countBases(seq []byte) int { n := 0 for _, c := range seq { if isbase[c] { n++ } } return n }