25 "git.arvados.org/arvados.git/sdk/go/arvados"
26 "github.com/lucasb-eyer/go-colorful"
27 log "github.com/sirupsen/logrus"
29 "gonum.org/v1/plot/plotter"
30 "gonum.org/v1/plot/vg"
31 "gonum.org/v1/plot/vg/draw"
34 type importer struct {
42 saveIncompleteTiles bool
44 matchChromosome *regexp.Regexp
48 func (cmd *importer) RunCommand(prog string, args []string, stdin io.Reader, stdout, stderr io.Writer) int {
52 fmt.Fprintf(stderr, "%s\n", err)
55 flags := flag.NewFlagSet("", flag.ContinueOnError)
56 flags.SetOutput(stderr)
57 flags.StringVar(&cmd.tagLibraryFile, "tag-library", "", "tag library fasta `file`")
58 flags.StringVar(&cmd.refFile, "ref", "", "reference fasta `file`")
59 flags.StringVar(&cmd.outputFile, "o", "-", "output `file`")
60 flags.StringVar(&cmd.projectUUID, "project", "", "project `UUID` for output data")
61 flags.BoolVar(&cmd.runLocal, "local", false, "run on local host (default: run in an arvados container)")
62 flags.BoolVar(&cmd.skipOOO, "skip-ooo", false, "skip out-of-order tags")
63 flags.BoolVar(&cmd.outputTiles, "output-tiles", false, "include tile variant sequences in output file")
64 flags.BoolVar(&cmd.saveIncompleteTiles, "save-incomplete-tiles", false, "treat tiles with no-calls as regular tiles")
65 flags.StringVar(&cmd.outputStats, "output-stats", "", "output stats to `file` (json)")
66 matchChromosome := flags.String("match-chromosome", "^(chr)?([0-9]+|X|Y|MT?)$", "import chromosomes that match the given `regexp`")
67 priority := flags.Int("priority", 500, "container request priority")
68 pprof := flags.String("pprof", "", "serve Go profile data at http://`[addr]:port`")
69 loglevel := flags.String("loglevel", "info", "logging threshold (trace, debug, info, warn, error, fatal, or panic)")
70 err = flags.Parse(args)
71 if err == flag.ErrHelp {
74 } else if err != nil {
76 } else if cmd.tagLibraryFile == "" {
77 fmt.Fprintln(os.Stderr, "cannot import without -tag-library argument")
79 } else if flags.NArg() == 0 {
86 log.Println(http.ListenAndServe(*pprof, nil))
90 lvl, err := log.ParseLevel(*loglevel)
96 cmd.matchChromosome, err = regexp.Compile(*matchChromosome)
102 runner := arvadosContainerRunner{
103 Name: "lightning import",
104 Client: arvados.NewClientFromEnv(),
105 ProjectUUID: cmd.projectUUID,
110 err = runner.TranslatePaths(&cmd.tagLibraryFile, &cmd.refFile, &cmd.outputFile)
114 inputs := flags.Args()
115 for i := range inputs {
116 err = runner.TranslatePaths(&inputs[i])
121 if cmd.outputFile == "-" {
122 cmd.outputFile = "/mnt/output/library.gob.gz"
124 // Not yet implemented, but this should write
125 // the collection to an existing collection,
126 // possibly even an in-place update.
127 err = errors.New("cannot specify output file in container mode: not implemented")
130 runner.Args = append([]string{"import",
132 "-loglevel=" + *loglevel,
133 fmt.Sprintf("-skip-ooo=%v", cmd.skipOOO),
134 fmt.Sprintf("-output-tiles=%v", cmd.outputTiles),
135 fmt.Sprintf("-save-incomplete-tiles=%v", cmd.saveIncompleteTiles),
136 "-output-stats", "/mnt/output/stats.json",
137 "-tag-library", cmd.tagLibraryFile,
139 "-o", cmd.outputFile,
142 output, err = runner.Run()
146 fmt.Fprintln(stdout, output+"/library.gob.gz")
150 infiles, err := listInputFiles(flags.Args())
155 taglib, err := cmd.loadTagLibrary()
160 var outw, outf io.WriteCloser
161 if cmd.outputFile == "-" {
162 outw = nopCloser{stdout}
164 outf, err = os.OpenFile(cmd.outputFile, os.O_CREATE|os.O_WRONLY, 0777)
169 if strings.HasSuffix(cmd.outputFile, ".gz") {
170 outw = gzip.NewWriter(outf)
175 bufw := bufio.NewWriter(outw)
176 cmd.encoder = gob.NewEncoder(bufw)
178 tilelib := &tileLibrary{taglib: taglib, retainNoCalls: cmd.saveIncompleteTiles, skipOOO: cmd.skipOOO}
180 cmd.encoder.Encode(LibraryEntry{TagSet: taglib.Tags()})
181 tilelib.encoder = cmd.encoder
184 for range time.Tick(10 * time.Minute) {
185 log.Printf("tilelib.Len() == %d", tilelib.Len())
189 err = cmd.tileInputs(tilelib, infiles)
201 if outf != nil && outf != outw {
210 func (cmd *importer) tileFasta(tilelib *tileLibrary, infile string) (tileSeq, []importStats, error) {
211 var input io.ReadCloser
212 input, err := os.Open(infile)
217 if strings.HasSuffix(infile, ".gz") {
218 input, err = gzip.NewReader(input)
224 return tilelib.TileFasta(infile, input, cmd.matchChromosome)
227 func (cmd *importer) loadTagLibrary() (*tagLibrary, error) {
228 log.Printf("tag library %s load starting", cmd.tagLibraryFile)
229 f, err := os.Open(cmd.tagLibraryFile)
234 var rdr io.ReadCloser = f
235 if strings.HasSuffix(cmd.tagLibraryFile, ".gz") {
236 rdr, err = gzip.NewReader(f)
238 return nil, fmt.Errorf("%s: gzip: %s", cmd.tagLibraryFile, err)
242 var taglib tagLibrary
243 err = taglib.Load(rdr)
247 if taglib.Len() < 1 {
248 return nil, fmt.Errorf("cannot tile: tag library is empty")
250 log.Printf("tag library %s load done", cmd.tagLibraryFile)
255 vcfFilenameRe = regexp.MustCompile(`\.vcf(\.gz)?$`)
256 fasta1FilenameRe = regexp.MustCompile(`\.1\.fa(sta)?(\.gz)?$`)
257 fasta2FilenameRe = regexp.MustCompile(`\.2\.fa(sta)?(\.gz)?$`)
258 fastaFilenameRe = regexp.MustCompile(`\.fa(sta)?(\.gz)?$`)
261 func listInputFiles(paths []string) (files []string, err error) {
262 for _, path := range paths {
263 if fi, err := os.Stat(path); err != nil {
264 return nil, fmt.Errorf("%s: stat failed: %s", path, err)
265 } else if !fi.IsDir() {
266 if !fasta2FilenameRe.MatchString(path) {
267 files = append(files, path)
271 d, err := os.Open(path)
273 return nil, fmt.Errorf("%s: open failed: %s", path, err)
276 names, err := d.Readdirnames(0)
278 return nil, fmt.Errorf("%s: readdir failed: %s", path, err)
281 for _, name := range names {
282 if vcfFilenameRe.MatchString(name) {
283 files = append(files, filepath.Join(path, name))
284 } else if fastaFilenameRe.MatchString(name) && !fasta2FilenameRe.MatchString(name) {
285 files = append(files, filepath.Join(path, name))
290 for _, file := range files {
291 if fastaFilenameRe.MatchString(file) {
293 } else if vcfFilenameRe.MatchString(file) {
294 if _, err := os.Stat(file + ".csi"); err == nil {
296 } else if _, err = os.Stat(file + ".tbi"); err == nil {
299 return nil, fmt.Errorf("%s: cannot read without .tbi or .csi index file", file)
302 return nil, fmt.Errorf("don't know how to handle filename %s", file)
308 func (cmd *importer) tileInputs(tilelib *tileLibrary, infiles []string) error {
309 starttime := time.Now()
310 errs := make(chan error, 1)
311 todo := make(chan func() error, len(infiles)*2)
312 allstats := make([][]importStats, len(infiles)*2)
313 var encodeJobs sync.WaitGroup
314 for idx, infile := range infiles {
315 idx, infile := idx, infile
316 var phases sync.WaitGroup
318 variants := make([][]tileVariantID, 2)
319 if fasta1FilenameRe.MatchString(infile) {
320 todo <- func() error {
322 log.Printf("%s starting", infile)
323 defer log.Printf("%s done", infile)
324 tseqs, stats, err := cmd.tileFasta(tilelib, infile)
325 allstats[idx*2] = stats
326 var kept, dropped int
327 variants[0], kept, dropped = tseqs.Variants()
328 log.Printf("%s found %d unique tags plus %d repeats", infile, kept, dropped)
331 infile2 := fasta1FilenameRe.ReplaceAllString(infile, `.2.fa$1$2`)
332 todo <- func() error {
334 log.Printf("%s starting", infile2)
335 defer log.Printf("%s done", infile2)
336 tseqs, stats, err := cmd.tileFasta(tilelib, infile2)
337 allstats[idx*2+1] = stats
338 var kept, dropped int
339 variants[1], kept, dropped = tseqs.Variants()
340 log.Printf("%s found %d unique tags plus %d repeats", infile2, kept, dropped)
344 } else if fastaFilenameRe.MatchString(infile) {
345 todo <- func() error {
348 log.Printf("%s starting", infile)
349 defer log.Printf("%s done", infile)
350 tseqs, stats, err := cmd.tileFasta(tilelib, infile)
351 allstats[idx*2] = stats
356 for _, tseq := range tseqs {
359 log.Printf("%s tiled %d seqs, total len %d", infile, len(tseqs), totlen)
360 return cmd.encoder.Encode(LibraryEntry{
361 CompactSequences: []CompactSequence{{Name: infile, TileSequences: tseqs}},
364 // Don't write out a CompactGenomes entry
366 } else if vcfFilenameRe.MatchString(infile) {
367 for phase := 0; phase < 2; phase++ {
369 todo <- func() error {
371 log.Printf("%s phase %d starting", infile, phase+1)
372 defer log.Printf("%s phase %d done", infile, phase+1)
373 tseqs, stats, err := cmd.tileGVCF(tilelib, infile, phase)
374 allstats[idx*2] = stats
375 var kept, dropped int
376 variants[phase], kept, dropped = tseqs.Variants()
377 log.Printf("%s phase %d found %d unique tags plus %d repeats", infile, phase+1, kept, dropped)
382 panic(fmt.Sprintf("bug: unhandled filename %q", infile))
386 defer encodeJobs.Done()
391 err := cmd.encoder.Encode(LibraryEntry{
392 CompactGenomes: []CompactGenome{{Name: infile, Variants: flatten(variants)}},
403 var tileJobs sync.WaitGroup
405 for i := 0; i < runtime.NumCPU()*9/8+1; i++ {
407 atomic.AddInt64(&running, 1)
409 defer tileJobs.Done()
410 defer atomic.AddInt64(&running, -1)
411 for fn := range todo {
422 remain := len(todo) + int(atomic.LoadInt64(&running)) - 1
423 if remain < cap(todo) {
424 ttl := time.Now().Sub(starttime) * time.Duration(remain) / time.Duration(cap(todo)-remain)
425 eta := time.Now().Add(ttl)
426 log.Printf("progress %d/%d, eta %v (%v)", cap(todo)-remain, cap(todo), eta, ttl)
440 if cmd.outputStats != "" {
441 f, err := os.OpenFile(cmd.outputStats, os.O_CREATE|os.O_WRONLY, 0666)
445 var flatstats []importStats
446 for _, stats := range allstats {
447 flatstats = append(flatstats, stats...)
449 err = json.NewEncoder(f).Encode(flatstats)
458 func (cmd *importer) tileGVCF(tilelib *tileLibrary, infile string, phase int) (tileseq tileSeq, stats []importStats, err error) {
459 if cmd.refFile == "" {
460 err = errors.New("cannot import vcf: reference data (-ref) not specified")
463 args := []string{"bcftools", "consensus", "--fasta-ref", cmd.refFile, "-H", fmt.Sprint(phase + 1), infile}
464 indexsuffix := ".tbi"
465 if _, err := os.Stat(infile + ".csi"); err == nil {
468 if out, err := exec.Command("docker", "image", "ls", "-q", "lightning-runtime").Output(); err == nil && len(out) > 0 {
469 args = append([]string{
470 "docker", "run", "--rm",
472 "--volume=" + infile + ":" + infile + ":ro",
473 "--volume=" + infile + indexsuffix + ":" + infile + indexsuffix + ":ro",
474 "--volume=" + cmd.refFile + ":" + cmd.refFile + ":ro",
478 consensus := exec.Command(args[0], args[1:]...)
479 consensus.Stderr = os.Stderr
480 stdout, err := consensus.StdoutPipe()
485 err = consensus.Start()
489 defer consensus.Wait()
490 tileseq, stats, err = tilelib.TileFasta(fmt.Sprintf("%s phase %d", infile, phase+1), stdout, cmd.matchChromosome)
498 err = consensus.Wait()
500 err = fmt.Errorf("%s phase %d: bcftools: %s", infile, phase, err)
506 func flatten(variants [][]tileVariantID) []tileVariantID {
508 for _, v := range variants {
513 flat := make([]tileVariantID, ntags*2)
514 for i := 0; i < ntags; i++ {
515 for hap := 0; hap < 2; hap++ {
516 if i < len(variants[hap]) {
517 flat[i*2+hap] = variants[hap][i]
524 type importstatsplot struct{}
526 func (cmd *importstatsplot) RunCommand(prog string, args []string, stdin io.Reader, stdout, stderr io.Writer) int {
527 err := cmd.Plot(stdin, stdout)
529 log.Errorf("%s", err)
535 func (cmd *importstatsplot) Plot(stdin io.Reader, stdout io.Writer) error {
536 var stats []importStats
537 err := json.NewDecoder(stdin).Decode(&stats)
546 p.Title.Text = "coverage preserved by import (excl X<0.65)"
547 p.X.Label.Text = "input base calls ÷ sequence length"
548 p.Y.Label.Text = "output base calls ÷ input base calls"
549 p.Add(plotter.NewGrid())
551 data := map[string]plotter.XYs{}
552 for _, stat := range stats {
553 data[stat.InputLabel] = append(data[stat.InputLabel], plotter.XY{
554 X: float64(stat.InputCoverage) / float64(stat.InputLength),
555 Y: float64(stat.TileCoverage) / float64(stat.InputCoverage),
560 for label := range data {
561 labels = append(labels, label)
564 palette, err := colorful.SoftPalette(len(labels))
569 for idx, label := range labels {
570 s, err := plotter.NewScatter(data[label])
574 s.GlyphStyle.Color = palette[idx]
575 s.GlyphStyle.Radius = vg.Millimeter / 2
576 s.GlyphStyle.Shape = draw.CrossGlyph{}
580 p.Legend.Add(label, s)
586 w, err := p.WriterTo(8*vg.Inch, 6*vg.Inch, "svg")
590 _, err = w.WriteTo(stdout)