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https://github.com/metabarcoding/obitools4.git
synced 2025-06-29 16:20:46 +00:00
Upadte the scoring schema of obipairing
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@ -74,6 +74,30 @@ func _Logaddexp(a, b float64) float64 {
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return b + math.Log1p(math.Exp(a-b))
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}
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func _Log1mexp(a float64) float64 {
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if a > 0 {
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log.Panic("Log1mexp: a > 0")
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}
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if a == 0 {
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return 0
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}
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return (math.Log(-math.Expm1(a)))
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}
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func _Logdiffexp(a, b float64) float64 {
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if a < b {
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log.Panic("Log1mexp: a < b")
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}
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if a == b {
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return math.Inf(-1)
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}
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return a + _Log1mexp(b-a)
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}
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// _MatchScoreRatio calculates the match score ratio between two bytes.
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//
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// Parameters:
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@ -83,25 +107,25 @@ func _Logaddexp(a, b float64) float64 {
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// Returns:
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// - float64: the match score ratio when a match is observed
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// - float64: the match score ratio when a mismatch is observed
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func _MatchScoreRatio(a, b byte) (float64, float64) {
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func _MatchScoreRatio(QF, QR byte) (float64, float64) {
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l2 := math.Log(2)
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l3 := math.Log(3)
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l4 := math.Log(4)
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l10 := math.Log(10)
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lalea := math.Log(4) // 1 /(change of the random model)
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lE1 := -float64(a)/10*l10 - l3 // log proba of sequencing error on A/3
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lE2 := -float64(b)/10*l10 - l3 // log proba of sequencing error on B/3
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lO1 := math.Log1p(-math.Exp(lE1 + l3)) // log proba no being an error on A
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lO2 := math.Log1p(-math.Exp(lE2 + l3)) // log proba no being an error on B
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lO1O2 := lO1 + lO2
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lE1E2 := lE1 + lE2
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lO1E2 := lO1 + lE2
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lO2E1 := lO2 + lE1
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qF := -float64(QF) / 10 * l10
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qR := -float64(QR) / 10 * l10
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term1 := _Logaddexp(qF, qR)
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term2 := _Logdiffexp(term1, qF+qR)
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MM := _Logaddexp(lO1O2, lE1E2+l3) // Proba match when match observed
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Mm := _Logaddexp(_Logaddexp(lO1E2, lO2E1), lE1E2+l2) // Proba match when mismatch observed
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// log.Warnf("MatchScoreRatio: %v, %v , %v, %v", QF, QR, term1, term2)
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return MM + lalea, Mm + lalea
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match_logp := _Log1mexp(term2 + l3 - l4)
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match_score := match_logp - _Log1mexp(match_logp)
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mismatch_logp := term2 - l4
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mismatch_score := mismatch_logp - _Log1mexp(mismatch_logp)
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return match_score, mismatch_score
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}
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func _InitNucPartMatch() {
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@ -2,6 +2,7 @@ package obikmer
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import (
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"git.metabarcoding.org/obitools/obitools4/obitools4/pkg/obiseq"
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"git.metabarcoding.org/obitools/obitools4/obitools4/pkg/obiutils"
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)
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var __single_base_code__ = []byte{0,
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@ -131,33 +132,39 @@ func FastShiftFourMer(index [][]int, shifts *map[int]int, lindex int, seq *obise
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maxshift := 0
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maxcount := 0
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maxscore := -1.0
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maxrelscore := -1.0
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for shift, count := range *shifts {
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delete((*shifts), shift)
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score := float64(count)
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if relscore {
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over := -shift
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switch {
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case shift > 0:
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over += lindex
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case shift < 0:
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over = seq.Len() - over
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default:
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over = min(lindex, seq.Len())
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}
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score = score / float64(over-3)
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selectscore := float64(count)
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relativescore := float64(count)
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over := -shift
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switch {
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case shift > 0:
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over += lindex
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case shift < 0:
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over = seq.Len() - over
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default:
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over = min(lindex, seq.Len())
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}
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if score > maxscore {
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relativescore = relativescore / float64(over-3)
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if relscore {
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selectscore = relativescore
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}
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if selectscore > maxscore {
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maxshift = shift
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maxcount = count
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maxscore = score
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maxscore = selectscore
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maxrelscore = relativescore
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} else {
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if score == maxscore && shift < maxshift {
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if selectscore == maxscore && obiutils.Abs(shift) < obiutils.Abs(maxshift) {
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maxshift = shift
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maxcount = count
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maxrelscore = relativescore
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}
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}
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}
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return maxshift, maxcount, maxscore
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return maxshift, maxcount, maxrelscore
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}
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@ -8,7 +8,7 @@ import (
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// corresponds to the last commit, and not the one when the file will be
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// commited
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var _Commit = "d3d15ac"
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var _Commit = "4588bf8"
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var _Version = "Release 4.2.0"
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// Version returns the version of the obitools package.
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