mirror of
https://github.com/metabarcoding/obitools4.git
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modified: pkg/obialign/alignment.go modified: pkg/obialign/pairedendalign.go modified: pkg/obioptions/version.go modified: pkg/obitools/obipairing/pairing.go
653 lines
18 KiB
Go
653 lines
18 KiB
Go
package obialign
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import (
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"log"
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"git.metabarcoding.org/obitools/obitools4/obitools4/pkg/obikmer"
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"git.metabarcoding.org/obitools/obitools4/obitools4/pkg/obiseq"
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)
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type _PeAlignArena struct {
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scoreMatrix []int
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pathMatrix []int
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path []int
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fastIndex [][]int
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fastBuffer []byte
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aligneSeqA *[]byte
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aligneSeqB *[]byte
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aligneQualA *[]byte
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aligneQualB *[]byte
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}
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// PEAlignArena defines memory arena usable by the
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// Paired-End alignment related functions. The same arena can be reused
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// from alignment to alignment to limit memory allocation
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// and desallocation process.
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type PEAlignArena struct {
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pointer *_PeAlignArena
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}
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// NilPEAlignArena is the nil instance of the PEAlignArena
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// type.
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var NilPEAlignArena = PEAlignArena{nil}
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// MakePEAlignArena makes a new arena for the alignment of two paired sequences
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// of maximum length indicated by lseqA and lseqB.
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func MakePEAlignArena(lseqA, lseqB int) PEAlignArena {
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aligneSeqA := make([]byte, 0, lseqA+lseqB)
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aligneSeqB := make([]byte, 0, lseqA+lseqB)
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aligneQualA := make([]byte, 0, lseqA+lseqB)
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aligneQualB := make([]byte, 0, lseqA+lseqB)
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a := _PeAlignArena{
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scoreMatrix: make([]int, 0, (lseqA+1)*(lseqB+1)),
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pathMatrix: make([]int, 0, (lseqA+1)*(lseqB+1)),
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path: make([]int, 2*(lseqA+lseqB)),
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fastIndex: make([][]int, 256),
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fastBuffer: make([]byte, 0, lseqA),
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aligneSeqA: &aligneSeqA,
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aligneSeqB: &aligneSeqB,
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aligneQualA: &aligneQualA,
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aligneQualB: &aligneQualB,
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}
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return PEAlignArena{&a}
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}
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// _SetMatrices updates the values in matrixA and matrixB at the specified indices with the given values.
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//
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// The data in the matrix is stored in column-major order.
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// Positions in the matrix are numbered from -1
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//
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// Parameters:
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// - matrixA: a pointer to the slice of integers representing matrixA.
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// - matrixB: a pointer to the slice of integers representing matrixB.
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// - lenA: the length of matrixA.
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// - a: the row index a.
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// - b: the column index b .
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// - valueA: the value to be set in matrixA.
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// - valueB: the value to be set in matrixB.
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func _SetMatrices(matrixA, matrixB *[]int, lenA, a, b, valueA, valueB int) {
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i := (b+1)*(lenA+1) + a + 1
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(*matrixA)[i] = valueA
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(*matrixB)[i] = valueB
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}
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// _GetMatrix returns the value at the specified position in the matrix.
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//
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// The data in the matrix is stored in column-major order.
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// Positions in the matrix are numbered from -1
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//
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// Parameters:
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// - matrix: a pointer to the matrix
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// - lenA: the length of the matrix
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// - a: the row index a.
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// - b: the column index b .
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//
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// Returns:
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// - int: the value at the specified position in the matrix
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func _GetMatrix(matrix *[]int, lenA, a, b int) int {
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return (*matrix)[(b+1)*(lenA+1)+a+1]
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}
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// Returns left, diag, top compare to the position (a, b)
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//
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// with a the row index and b the column index.
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// Positions in the matrix are numbered from -1
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//
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// i = (b+1)*(lenA+1) + a + 1
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//
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// diag = M[a-1][b-1] : i_diag = ((b-1)+1)*(lenA+1) + (a-1) + 1
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//
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// : i_diag = b*(lenA+1) + a
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//
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// left = M[a][b-1] : i_left = ((b-1)+1)*(lenA+1) + a + 1
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//
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// : i_left = b*(lenA+1) + a + 1
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//
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// top = M[a-1][b] : i_top = (b+1)*(lenA+1) + (a-1) + 1
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//
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// : i_top = (b+1)*(lenA+1) + a
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//
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// Parameters:
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//
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// - matrix: a pointer to the matrix
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// - lenA: the number of row -1 in the matrix
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// - a: the row index a.
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// - b: the column index b .
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func _GetMatrixFrom(matrix *[]int, lenA, a, b int) (int, int, int) {
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// Formula rechecked on 11/24/2023
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i_top := (b+1)*(lenA+1) + a
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i_left := i_top - lenA
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i_diag := i_left - 1
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m := *matrix
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return m[i_left], m[i_diag], m[i_top]
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}
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func _PairingScorePeAlign(baseA, qualA, baseB, qualB byte, scale float64) int {
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partMatch := _NucPartMatch[baseA&31][baseB&31]
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// log.Printf("id : %f A : %s %d B : %s %d\n", part_match, string(baseA), qualA, string(baseB), qualB)
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switch int(partMatch * 100) {
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case 100:
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return _NucScorePartMatchMatch[qualA][qualB]
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case 0:
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return int(float64(_NucScorePartMatchMismatch[qualA][qualB])*scale + 0.5)
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default:
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return int(partMatch*float64(_NucScorePartMatchMatch[qualA][qualB]) +
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(1-partMatch)*float64(_NucScorePartMatchMismatch[qualA][qualB])*scale +
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0.5)
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}
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}
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// Gaps at the beginning of seqB and at the end of seqA are free
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// With seqA spanning over lines and seqB over columns
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// - First column gap = 0
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// - Last line gaps = 0
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//
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// Paths are encoded :
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// - 0 : for diagonal
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// - -1 : for top
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// - +1 : for left
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func _FillMatrixPeLeftAlign(seqA, qualA, seqB, qualB []byte, gap, scale float64,
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scoreMatrix, pathMatrix *[]int) int {
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la := len(seqA)
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lb := len(seqB)
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// The actual gap score is the gap score times the mismatch between
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// two bases with a score of 40
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gapPenalty := int(scale*gap*float64(_NucScorePartMatchMismatch[40][40]) + 0.5)
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needed := (la + 1) * (lb + 1)
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if needed > cap(*scoreMatrix) {
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*scoreMatrix = make([]int, needed)
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}
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if needed > cap(*pathMatrix) {
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*pathMatrix = make([]int, needed)
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}
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*scoreMatrix = (*scoreMatrix)[:needed]
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*pathMatrix = (*pathMatrix)[:needed]
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// Sets the first position of the matrix with 0 score
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_SetMatrices(scoreMatrix, pathMatrix, la, -1, -1, 0, 0)
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// Fills the first column with score 0
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for i := 0; i < la; i++ {
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_SetMatrices(scoreMatrix, pathMatrix, la, i, -1, 0, -1)
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}
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la1 := la - 1 // Except the last line (gaps are free on it)
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for j := 0; j < lb; j++ {
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// Fill the first line with scores corresponding to a set of gaps
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_SetMatrices(scoreMatrix, pathMatrix, la, -1, j, (j+1)*gapPenalty, 1)
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for i := 0; i < la1; i++ {
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left, diag, top := _GetMatrixFrom(scoreMatrix, la, i, j)
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// log.Infof("LA: i : %d j : %d left : %d diag : %d top : %d\n", i, j, left, diag, top)
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diag += _PairingScorePeAlign(seqA[i], qualA[i], seqB[j], qualB[j], scale)
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left += gapPenalty
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top += gapPenalty
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switch {
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case diag >= left && diag >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, j, diag, 0)
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case left >= diag && left >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, j, left, +1)
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default:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, j, top, -1)
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}
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// log.Infof("LA: i : %d j : %d left : %d diag : %d top : %d [%d]\n", i, j, left, diag, top, _GetMatrix(scoreMatrix, la, i, j))
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}
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// Special case for the last line Left gap are free
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left, diag, top := _GetMatrixFrom(scoreMatrix, la, la1, j)
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diag += _PairingScorePeAlign(seqA[la1], qualA[la1], seqB[j], qualB[j], scale)
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top += gapPenalty
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switch {
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case diag >= left && diag >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, la1, j, diag, 0)
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case left >= diag && left >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, la1, j, left, +1)
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default:
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_SetMatrices(scoreMatrix, pathMatrix, la, la1, j, top, -1)
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}
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// log.Infof("LA: i : %d j : %d left : %d diag : %d top : %d [%d]\n", la1, j, left, diag, top, _GetMatrix(scoreMatrix, la, la1, j))
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}
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return _GetMatrix(scoreMatrix, la, la1, lb-1)
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}
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// Gaps at the beginning of A and at the end of B are free
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// With A spanning over lines and B over columns
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// - First line gap = 0
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// - Last column gaps = 0
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func _FillMatrixPeRightAlign(seqA, qualA, seqB, qualB []byte, gap, scale float64,
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scoreMatrix, pathMatrix *[]int) int {
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la := len(seqA)
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lb := len(seqB)
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// The actual gap score is the gap score times the mismatch between
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// two bases with a score of 40
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gapPenalty := int(scale*gap*float64(_NucScorePartMatchMismatch[40][40]) + 0.5)
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needed := (la + 1) * (lb + 1)
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if needed > cap(*scoreMatrix) {
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*scoreMatrix = make([]int, needed)
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}
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if needed > cap(*pathMatrix) {
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*pathMatrix = make([]int, needed)
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}
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*scoreMatrix = (*scoreMatrix)[:needed]
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*pathMatrix = (*pathMatrix)[:needed]
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// Sets the first position of the matrix with 0 score
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_SetMatrices(scoreMatrix, pathMatrix, la, -1, -1, 0, 0)
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// Fills the first column with scores corresponding to a set of gaps
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for i := 0; i < la; i++ {
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_SetMatrices(scoreMatrix, pathMatrix, la, i, -1, (i+1)*gapPenalty, -1)
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}
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lb1 := lb - 1 // Except the last column (gaps are free on it)
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for j := 0; j < lb1; j++ {
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// Fill the first line with zero score
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_SetMatrices(scoreMatrix, pathMatrix, la, -1, j, 0, 1)
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for i := 0; i < la; i++ {
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left, diag, top := _GetMatrixFrom(scoreMatrix, la, i, j)
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diag += _PairingScorePeAlign(seqA[i], qualA[i], seqB[j], qualB[j], scale)
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left += gapPenalty
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top += gapPenalty
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switch {
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case diag >= left && diag >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, j, diag, 0)
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case left >= diag && left >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, j, left, +1)
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default:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, j, top, -1)
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}
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// log.Infof("LR: i : %d j : %d left : %d diag : %d top : %d [%d]\n", i, j, left, diag, top, _GetMatrix(scoreMatrix, la, i, j))
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}
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}
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// Special case for the last colump Up gap are free
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_SetMatrices(scoreMatrix, pathMatrix, la, -1, lb1, 0, 1)
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for i := 0; i < la; i++ {
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left, diag, top := _GetMatrixFrom(scoreMatrix, la, i, lb1)
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diag += _PairingScorePeAlign(seqA[i], qualA[i], seqB[lb1], qualB[lb1], scale)
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left += gapPenalty
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// log.Infof("LR: i : %d j : %d left : %d diag : %d top : %d [%d]\n", i, lb1, left, diag, top, _GetMatrix(scoreMatrix, la, i, lb1))
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switch {
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case diag >= left && diag >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, lb1, diag, 0)
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case left >= diag && left >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, lb1, left, +1)
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default:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, lb1, top, -1)
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}
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}
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return _GetMatrix(scoreMatrix, la, la-1, lb1)
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}
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// Gaps at the beginning and at the end of seqA are free
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// With seqA spanning over lines and seqB over columns
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//
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// SeqA must be the longer sequence. If that constraint is not
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// respected, the function will panic.
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//
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// TO BE FINISHED
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// - First column gap = 0
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// - Last column gaps = 0
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//
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// Paths are encoded :
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// - 0 : for diagonal
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// - -1 : for top
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// - +1 : for left
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func _FillMatrixPeCenterAlign(seqA, qualA, seqB, qualB []byte, gap, scale float64,
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scoreMatrix, pathMatrix *[]int) int {
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la := len(seqA)
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lb := len(seqB)
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if len(seqA) < len(seqB) {
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log.Panicf("len(seqA) < len(seqB) : %d < %d", len(seqA), len(seqB))
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}
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// The actual gap score is the gap score times the mismatch between
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// two bases with a score of 40
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gapPenalty := int(scale*gap*float64(_NucScorePartMatchMismatch[40][40]) + 0.5)
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needed := (la + 1) * (lb + 1)
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if needed > cap(*scoreMatrix) {
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*scoreMatrix = make([]int, needed)
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}
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if needed > cap(*pathMatrix) {
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*pathMatrix = make([]int, needed)
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}
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*scoreMatrix = (*scoreMatrix)[:needed]
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*pathMatrix = (*pathMatrix)[:needed]
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// Sets the first position of the matrix with 0 score
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_SetMatrices(scoreMatrix, pathMatrix, la, -1, -1, 0, 0)
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// Fills the first column with score 0
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for i := 0; i < la; i++ {
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_SetMatrices(scoreMatrix, pathMatrix, la, i, -1, 0, -1)
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}
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// la1 := la - 1 // Except the last line (gaps are free on it)
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lb1 := lb - 1 // Except the last column (gaps are free on it)
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for j := 0; j < lb1; j++ {
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// Fill the first line with scores corresponding to a set of gaps
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_SetMatrices(scoreMatrix, pathMatrix, la, -1, j, (j+1)*gapPenalty, 1)
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for i := 0; i < la; i++ {
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left, diag, top := _GetMatrixFrom(scoreMatrix, la, i, j)
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// log.Infof("LA: i : %d j : %d left : %d diag : %d top : %d\n", i, j, left, diag, top)
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diag += _PairingScorePeAlign(seqA[i], qualA[i], seqB[j], qualB[j], scale)
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left += gapPenalty
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top += gapPenalty
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switch {
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case diag >= left && diag >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, j, diag, 0)
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case left >= diag && left >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, j, left, +1)
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default:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, j, top, -1)
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}
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// log.Infof("LA: i : %d j : %d left : %d diag : %d top : %d [%d]\n", i, j, left, diag, top, _GetMatrix(scoreMatrix, la, i, j))
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}
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}
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for i := 0; i < la; i++ {
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left, diag, top := _GetMatrixFrom(scoreMatrix, la, i, lb1)
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// log.Infof("LA: i : %d j : %d left : %d diag : %d top : %d\n", i, j, left, diag, top)
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diag += _PairingScorePeAlign(seqA[i], qualA[i], seqB[lb1], qualB[lb1], scale)
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left += gapPenalty
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switch {
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case diag >= left && diag >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, lb1, diag, 0)
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case left >= diag && left >= top:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, lb1, left, +1)
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default:
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_SetMatrices(scoreMatrix, pathMatrix, la, i, lb1, top, -1)
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}
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// log.Infof("LA: i : %d j : %d left : %d diag : %d top : %d [%d]\n", i, j, left, diag, top, _GetMatrix(scoreMatrix, la, i, j))
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}
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return _GetMatrix(scoreMatrix, la, la-1, lb1)
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}
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func PELeftAlign(seqA, seqB *obiseq.BioSequence, gap, scale float64,
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arena PEAlignArena) (int, []int) {
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if !_InitializedDnaScore {
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_InitDNAScoreMatrix()
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}
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if arena.pointer == nil {
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arena = MakePEAlignArena(seqA.Len(), seqB.Len())
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}
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score := _FillMatrixPeLeftAlign(seqA.Sequence(), seqA.Qualities(),
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seqB.Sequence(), seqB.Qualities(), gap, scale,
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&arena.pointer.scoreMatrix,
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&arena.pointer.pathMatrix)
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path := _Backtracking(arena.pointer.pathMatrix,
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seqA.Len(), seqB.Len(),
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&arena.pointer.path)
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return score, path
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}
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func PERightAlign(seqA, seqB *obiseq.BioSequence, gap, scale float64,
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arena PEAlignArena) (int, []int) {
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if !_InitializedDnaScore {
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_InitDNAScoreMatrix()
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}
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if arena.pointer == nil {
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arena = MakePEAlignArena(seqA.Len(), seqB.Len())
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}
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score := _FillMatrixPeRightAlign(seqA.Sequence(), seqA.Qualities(),
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seqB.Sequence(), seqB.Qualities(), gap, scale,
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&arena.pointer.scoreMatrix,
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&arena.pointer.pathMatrix)
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path := _Backtracking(arena.pointer.pathMatrix,
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seqA.Len(), seqB.Len(),
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&arena.pointer.path)
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return score, path
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}
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|
func PECenterAlign(seqA, seqB *obiseq.BioSequence, gap, scale float64,
|
|
arena PEAlignArena) (int, []int) {
|
|
|
|
if !_InitializedDnaScore {
|
|
_InitDNAScoreMatrix()
|
|
}
|
|
|
|
if arena.pointer == nil {
|
|
arena = MakePEAlignArena(seqA.Len(), seqB.Len())
|
|
}
|
|
|
|
score := _FillMatrixPeCenterAlign(seqA.Sequence(), seqA.Qualities(),
|
|
seqB.Sequence(), seqB.Qualities(), gap, scale,
|
|
&arena.pointer.scoreMatrix,
|
|
&arena.pointer.pathMatrix)
|
|
|
|
path := _Backtracking(arena.pointer.pathMatrix,
|
|
seqA.Len(), seqB.Len(),
|
|
&arena.pointer.path)
|
|
|
|
return score, path
|
|
}
|
|
|
|
func PEAlign(seqA, seqB *obiseq.BioSequence,
|
|
gap, scale float64, fastAlign bool, delta int, fastScoreRel bool,
|
|
arena PEAlignArena, shift_buff *map[int]int) (bool, int, []int, int, int, float64) {
|
|
var isLeftAlign bool
|
|
var score, shift int
|
|
var startA, startB int
|
|
var partLen, over int
|
|
var rawSeqA, qualSeqA []byte
|
|
var rawSeqB, qualSeqB []byte
|
|
var extra5, extra3 int
|
|
|
|
var path []int
|
|
|
|
if !_InitializedDnaScore {
|
|
_InitDNAScoreMatrix()
|
|
}
|
|
|
|
fastCount := -1
|
|
fastScore := -1.0
|
|
|
|
if fastAlign {
|
|
|
|
index := obikmer.Index4mer(seqA,
|
|
&arena.pointer.fastIndex,
|
|
&arena.pointer.fastBuffer)
|
|
|
|
shift, fastCount, fastScore = obikmer.FastShiftFourMer(index, shift_buff, seqA.Len(), seqB, fastScoreRel, nil)
|
|
|
|
if shift > 0 {
|
|
over = seqA.Len() - shift
|
|
} else {
|
|
over = seqB.Len() + shift
|
|
}
|
|
|
|
// At least one mismatch exists in the overlaping region
|
|
if fastCount+3 < over {
|
|
|
|
if shift > 0 {
|
|
startA = shift - delta
|
|
if startA < 0 {
|
|
startA = 0
|
|
}
|
|
extra5 = -startA
|
|
startB = 0
|
|
|
|
rawSeqA = seqA.Sequence()[startA:]
|
|
qualSeqA = seqA.Qualities()[startA:]
|
|
partLen = len(rawSeqA)
|
|
if partLen > seqB.Len() {
|
|
partLen = seqB.Len()
|
|
}
|
|
rawSeqB = seqB.Sequence()[0:partLen]
|
|
qualSeqB = seqB.Qualities()[0:partLen]
|
|
extra3 = seqB.Len() - partLen
|
|
isLeftAlign = true
|
|
score = _FillMatrixPeLeftAlign(
|
|
rawSeqA, qualSeqA, rawSeqB, qualSeqB, gap, scale,
|
|
&arena.pointer.scoreMatrix,
|
|
&arena.pointer.pathMatrix)
|
|
} else {
|
|
|
|
startA = 0
|
|
startB = -shift - delta
|
|
if startB < 0 {
|
|
startB = 0
|
|
}
|
|
extra5 = startB
|
|
rawSeqB = seqB.Sequence()[startB:]
|
|
qualSeqB = seqB.Qualities()[startB:]
|
|
partLen = len(rawSeqB)
|
|
if partLen > seqA.Len() {
|
|
partLen = seqA.Len()
|
|
}
|
|
rawSeqA = seqA.Sequence()[:partLen]
|
|
qualSeqA = seqA.Qualities()[:partLen]
|
|
extra3 = partLen - seqA.Len()
|
|
isLeftAlign = false
|
|
score = _FillMatrixPeRightAlign(
|
|
rawSeqA, qualSeqA, rawSeqB, qualSeqB, gap, scale,
|
|
&arena.pointer.scoreMatrix,
|
|
&arena.pointer.pathMatrix)
|
|
}
|
|
|
|
path = _Backtracking(arena.pointer.pathMatrix,
|
|
len(rawSeqA), len(rawSeqB),
|
|
&arena.pointer.path)
|
|
|
|
} else {
|
|
|
|
// Both overlaping regions are identicals
|
|
|
|
if shift > 0 {
|
|
startA = shift
|
|
startB = 0
|
|
extra5 = -startA
|
|
qualSeqA = seqA.Qualities()[startA:]
|
|
partLen = len(qualSeqA)
|
|
qualSeqB = seqB.Qualities()[0:partLen]
|
|
extra3 = seqB.Len() - partLen
|
|
score = 0
|
|
isLeftAlign = true
|
|
} else {
|
|
startA = 0
|
|
startB = -shift
|
|
extra5 = startB
|
|
qualSeqB = seqB.Qualities()[startB:]
|
|
partLen = len(qualSeqB)
|
|
extra3 = partLen - seqA.Len()
|
|
qualSeqA = seqA.Qualities()[:partLen]
|
|
isLeftAlign = false
|
|
}
|
|
score = 0
|
|
for i, qualA := range qualSeqA {
|
|
qualB := qualSeqB[i]
|
|
score += _NucScorePartMatchMatch[qualA][qualB]
|
|
}
|
|
|
|
path = arena.pointer.path[:0]
|
|
path = append(path, 0, partLen)
|
|
}
|
|
|
|
path[0] += extra5
|
|
if path[len(path)-1] == 0 {
|
|
path[len(path)-2] += extra3
|
|
} else {
|
|
path = append(path, extra3, 0)
|
|
}
|
|
} else {
|
|
//
|
|
// No Fast Heuristic
|
|
//
|
|
|
|
rawSeqA = seqA.Sequence()
|
|
qualSeqA = seqA.Qualities()
|
|
rawSeqB = seqB.Sequence()
|
|
qualSeqB = seqB.Qualities()
|
|
|
|
scoreR := _FillMatrixPeRightAlign(
|
|
rawSeqA, qualSeqA, rawSeqB, qualSeqB, gap, scale,
|
|
&arena.pointer.scoreMatrix,
|
|
&arena.pointer.pathMatrix)
|
|
|
|
score = scoreR
|
|
|
|
path = _Backtracking(arena.pointer.pathMatrix,
|
|
len(rawSeqA), len(rawSeqB),
|
|
&(arena.pointer.path))
|
|
|
|
isLeftAlign = false
|
|
|
|
scoreL := _FillMatrixPeLeftAlign(
|
|
rawSeqA, qualSeqA, rawSeqB, qualSeqB, gap, scale,
|
|
&arena.pointer.scoreMatrix,
|
|
&arena.pointer.pathMatrix)
|
|
|
|
if scoreL > scoreR {
|
|
path = _Backtracking(arena.pointer.pathMatrix,
|
|
len(rawSeqA), len(rawSeqB),
|
|
&(arena.pointer.path))
|
|
isLeftAlign = true
|
|
score = scoreL
|
|
}
|
|
|
|
}
|
|
|
|
return isLeftAlign, score, path, fastCount, over, fastScore
|
|
}
|