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Introduce primer pair searching functionality
This change introduces the `obiprimers` command-line tool and a complete search pipeline for identifying primer pairs. It includes new data structures for pair evaluation, comprehensive search configuration options, and detailed CSV output handling for results.
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@@ -36,6 +36,14 @@ type PairStats struct {
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// Score is the ranking criterion of ecoPrimers.
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func (p PairStats) Score() float32 { return p.Yule * p.Bs }
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// PairInfo summarizes the pair search, for reporting.
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type PairInfo struct {
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Primers int // conserved words kept as candidate primers
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GoodPrimers int // of which good ones
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CandidatePairs int // pairs delimiting an amplicon in at least one sequence
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RetainedPairs int // pairs passing the sensitivity and false positive quorums, before the Bs filter
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}
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// ampRecord is an amplicon of a retained pair, in one sequence.
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type ampRecord struct {
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pair int32
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@@ -78,21 +86,29 @@ func ampHash(raw []byte, from, to int, reverse bool) uint64 {
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// is sorted by decreasing Yule*Bs.
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//
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// model computes the melting temperatures; nil leaves them NaN.
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func FindPairs(c *Corpus, taxa *Taxa, wm []WordMatches, p PairParams, model *obithermo.Model) ([]PairStats, error) {
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func FindPairs(c *Corpus, taxa *Taxa, wm []WordMatches, p PairParams, model *obithermo.Model) ([]PairStats, PairInfo, error) {
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var info PairInfo
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if err := p.validate(); err != nil {
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return nil, err
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return nil, info, err
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}
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if taxa == nil || len(taxa.Of) != len(c.Seqs) {
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return nil, fmt.Errorf("obiprimer: taxa do not match the corpus")
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return nil, info, fmt.Errorf("obiprimer: taxa do not match the corpus")
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}
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ps := selectPrimers(c, wm, p)
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info.Primers = len(ps.primers)
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for _, pr := range ps.primers {
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if pr.Good {
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info.GoodPrimers++
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}
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}
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if len(ps.primers) == 0 {
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return nil, nil
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return nil, info, nil
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}
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// Phase 1: which pairs amplify enough examples and few enough counterexamples.
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counts := c.Counts()
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acc := ps.countPairs(c, p)
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info.CandidatePairs = len(acc)
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sens, fpq := float32(p.Sensitivity), float32(p.FalsePositive)
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var kept []pairKey
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for k, a := range acc {
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@@ -105,6 +121,7 @@ func FindPairs(c *Corpus, taxa *Taxa, wm []WordMatches, p PairParams, model *obi
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kept = append(kept, k)
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}
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}
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info.RetainedPairs = len(kept)
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slices.SortFunc(kept, func(a, b pairKey) int {
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return cmp.Or(cmp.Compare(a.p1, b.p1), cmp.Compare(a.p2, b.p2),
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boolCmp(a.a1, b.a1), boolCmp(a.a2, b.a2))
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@@ -131,7 +148,7 @@ func FindPairs(c *Corpus, taxa *Taxa, wm []WordMatches, p PairParams, model *obi
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slices.SortFunc(out, func(a, b PairStats) int {
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return cmp.Or(-cmp.Compare(a.Score(), b.Score()), cmp.Compare(a.Primer1, b.Primer1), cmp.Compare(a.Primer2, b.Primer2))
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})
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return out, nil
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return out, info, nil
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}
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func boolCmp(a, b bool) int {
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@@ -141,7 +141,7 @@ func TestPairsAgainstEcoPrimers(t *testing.T) {
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t.Fatal(err)
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}
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lap("approximate search")
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got, err := FindPairs(corpus, taxa, wm, PairParams{
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got, _, err := FindPairs(corpus, taxa, wm, PairParams{
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PrimerLength: 18, MinLength: 30, MaxLength: 150, ThreePrime: 2,
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Sensitivity: 0.9, FalsePositive: 0.1, MinSpecificity: 0.6, Circular: true,
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}, obithermo.DefaultModel())
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@@ -0,0 +1,91 @@
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package obiprimer
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import (
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"fmt"
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"git.metabarcoding.org/obitools/obitools4/obitools4/pkg/obithermo"
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)
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// SearchParams gathers every parameter of the primer pair search, named after
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// the ecoPrimers options they come from.
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type SearchParams struct {
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PrimerLength int // -O: size of the primers (default 18)
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MaxErrors int // -e: substitutions allowed between a primer and its sites (default 3)
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MinLength int // -l: the amplicon (primers excluded) must be longer than this
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MaxLength int // -L: and shorter than this
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ThreePrime int // -3: number of 3' bases that must match exactly
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StrictQuorum float64 // -q: fraction of the examples containing the exact word (0.7)
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Sensitivity float64 // -s: fraction of the examples a primer must match (0.9)
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FalsePositive float64 // -x: fraction of the counterexamples it may match (0.1)
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MinSpecificity float64 // -T: pairs with a lower Bs are dropped (0.6)
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Circular bool // -c: sequences are circular
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Partitions int // partitions of the k-mer counter (default 256)
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TmpDir string
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Model *obithermo.Model // melting temperatures; nil leaves them NaN
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}
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// DefaultSearchParams returns the ecoPrimers defaults.
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func DefaultSearchParams() SearchParams {
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return SearchParams{
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PrimerLength: 18, MaxErrors: 3, MinLength: 0, MaxLength: 1000,
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StrictQuorum: 0.7, Sensitivity: 0.9, FalsePositive: 0.1, MinSpecificity: 0.6,
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Partitions: 256, Model: obithermo.DefaultModel(),
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}
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}
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// SearchInfo reports the size of every stage of a search.
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type SearchInfo struct {
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Counts Counts
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StrictWords int // words found without error in at least StrictQuorum of the examples
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MinStrict int // that quorum, in sequences
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Matches int // approximate occurrences of those words
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Pair PairInfo
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}
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// Search runs the whole ecoPrimers pipeline on a corpus: strict words,
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// approximate occurrences, pairs and their indices. The pairs are sorted by
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// decreasing Yule*Bs.
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func Search(c *Corpus, taxa *Taxa, p SearchParams) ([]PairStats, *SearchInfo, error) {
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if p.MaxErrors < 0 {
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return nil, nil, fmt.Errorf("obiprimer: the allowed mismatch count cannot be negative")
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}
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sw, err := FindStrictWords(c, WordSearch{
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PrimerLength: p.PrimerLength,
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Quorum: p.StrictQuorum,
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Circular: p.Circular,
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Partitions: p.Partitions,
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TmpDir: p.TmpDir,
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})
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if err != nil {
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return nil, nil, err
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}
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info := &SearchInfo{Counts: sw.Counts, StrictWords: len(sw.Words), MinStrict: sw.MinSequences}
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words := make([]uint64, len(sw.Words))
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for i, w := range sw.Words {
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words[i] = w.Kmer
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}
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wm, err := MatchWords(c, words, MatchParams{K: p.PrimerLength, MaxErrors: p.MaxErrors, Circular: p.Circular})
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if err != nil {
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return nil, info, err
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}
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for _, w := range wm {
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info.Matches += len(w.Matches)
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}
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pairs, pinfo, err := FindPairs(c, taxa, wm, PairParams{
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PrimerLength: p.PrimerLength,
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MinLength: p.MinLength,
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MaxLength: p.MaxLength,
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ThreePrime: p.ThreePrime,
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Sensitivity: p.Sensitivity,
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FalsePositive: p.FalsePositive,
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MinSpecificity: p.MinSpecificity,
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Circular: p.Circular,
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}, p.Model)
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info.Pair = pinfo
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return pairs, info, err
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}
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