/* * Jalview - A Sequence Alignment Editor and Viewer ($$Version-Rel$$) * Copyright (C) $$Year-Rel$$ The Jalview Authors * * This file is part of Jalview. * * Jalview is free software: you can redistribute it and/or * modify it under the terms of the GNU General Public License * as published by the Free Software Foundation, either version 3 * of the License, or (at your option) any later version. * * Jalview is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty * of MERCHANTABILITY or FITNESS FOR A PARTICULAR * PURPOSE. See the GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with Jalview. If not, see . * The Jalview Authors are detailed in the 'AUTHORS' file. */ package jalview.analysis; import jalview.datamodel.AlignmentAnnotation; import jalview.datamodel.AlignmentI; import jalview.datamodel.Mapping; import jalview.datamodel.Sequence; import jalview.datamodel.SequenceI; import jalview.schemes.ResidueProperties; import jalview.schemes.ScoreMatrix; import jalview.util.Comparison; import jalview.util.Format; import jalview.util.MapList; import jalview.util.MessageManager; import java.awt.Color; import java.awt.Graphics; import java.util.ArrayList; import java.util.Arrays; import java.util.List; import java.util.StringTokenizer; /** * * * @author $author$ * @version $Revision$ */ public class AlignSeq { public static final String PEP = "pep"; public static final String DNA = "dna"; private static final String NEWLINE = System.lineSeparator(); static String[] dna = { "A", "C", "G", "T", "-" }; // "C", "T", "A", "G", "-"}; static String[] pep = { "A", "R", "N", "D", "C", "Q", "E", "G", "H", "I", "L", "K", "M", "F", "P", "S", "T", "W", "Y", "V", "B", "Z", "X", "-" }; int[][] score; int[][] E; int[][] F; int[][] traceback; int[] seq1; int[] seq2; SequenceI s1; SequenceI s2; public String s1str; public String s2str; int maxi; int maxj; int[] aseq1; int[] aseq2; public String astr1 = ""; public String astr2 = ""; /** DOCUMENT ME!! */ public int seq1start; /** DOCUMENT ME!! */ public int seq1end; /** DOCUMENT ME!! */ public int seq2start; /** DOCUMENT ME!! */ public int seq2end; int count; /** DOCUMENT ME!! */ public int maxscore; float pid; int prev = 0; int gapOpen = 120; int gapExtend = 20; int[][] lookup = ResidueProperties.getBLOSUM62(); String[] intToStr = pep; int defInt = 23; StringBuffer output = new StringBuffer(); String type; private int[] charToInt; /** * Creates a new AlignSeq object. * * @param s1 * DOCUMENT ME! * @param s2 * DOCUMENT ME! * @param type * DOCUMENT ME! */ public AlignSeq(SequenceI s1, SequenceI s2, String type) { SeqInit(s1, s1.getSequenceAsString(), s2, s2.getSequenceAsString(), type); } /** * Creates a new AlignSeq object. * * @param s1 * DOCUMENT ME! * @param s2 * DOCUMENT ME! * @param type * DOCUMENT ME! */ public AlignSeq(SequenceI s1, String string1, SequenceI s2, String string2, String type) { SeqInit(s1, string1.toUpperCase(), s2, string2.toUpperCase(), type); } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public int getMaxScore() { return maxscore; } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public int getSeq2Start() { return seq2start; } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public int getSeq2End() { return seq2end; } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public int getSeq1Start() { return seq1start; } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public int getSeq1End() { return seq1end; } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public String getOutput() { return output.toString(); } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public String getAStr1() { return astr1; } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public String getAStr2() { return astr2; } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public int[] getASeq1() { return aseq1; } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public int[] getASeq2() { return aseq2; } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public SequenceI getS1() { return s1; } /** * DOCUMENT ME! * * @return DOCUMENT ME! */ public SequenceI getS2() { return s2; } /** * * @return aligned instance of Seq 1 */ public SequenceI getAlignedSeq1() { SequenceI alSeq1 = new Sequence(s1.getName(), getAStr1()); alSeq1.setStart(s1.getStart() + getSeq1Start() - 1); alSeq1.setEnd(s1.getStart() + getSeq1End() - 1); alSeq1.setDatasetSequence(s1.getDatasetSequence() == null ? s1 : s1 .getDatasetSequence()); return alSeq1; } /** * * @return aligned instance of Seq 2 */ public SequenceI getAlignedSeq2() { SequenceI alSeq2 = new Sequence(s2.getName(), getAStr2()); alSeq2.setStart(s2.getStart() + getSeq2Start() - 1); alSeq2.setEnd(s2.getStart() + getSeq2End() - 1); alSeq2.setDatasetSequence(s2.getDatasetSequence() == null ? s2 : s2 .getDatasetSequence()); return alSeq2; } /** * Construct score matrix for sequences with standard DNA or PEPTIDE matrix * * @param s1 * - sequence 1 * @param string1 * - string to use for s1 * @param s2 * - sequence 2 * @param string2 * - string to use for s2 * @param type * DNA or PEPTIDE */ public void SeqInit(SequenceI s1, String string1, SequenceI s2, String string2, String type) { this.s1 = s1; this.s2 = s2; setDefaultParams(type); SeqInit(string1, string2); } /** * Construct score matrix for sequences with custom substitution matrix * * @param s1 * - sequence 1 * @param string1 * - string to use for s1 * @param s2 * - sequence 2 * @param string2 * - string to use for s2 * @param scoreMatrix * - substitution matrix to use for alignment */ public void SeqInit(SequenceI s1, String string1, SequenceI s2, String string2, ScoreMatrix scoreMatrix) { this.s1 = s1; this.s2 = s2; setType(scoreMatrix.isDNA() ? AlignSeq.DNA : AlignSeq.PEP); lookup = scoreMatrix.getMatrix(); } /** * construct score matrix for string1 and string2 (after removing any existing * gaps * * @param string1 * @param string2 */ private void SeqInit(String string1, String string2) { s1str = extractGaps(Comparison.GapChars, string1); s2str = extractGaps(Comparison.GapChars, string2); if (s1str.length() == 0 || s2str.length() == 0) { output.append("ALL GAPS: " + (s1str.length() == 0 ? s1.getName() : " ") + (s2str.length() == 0 ? s2.getName() : "")); return; } // System.out.println("lookuip " + rt.freeMemory() + " "+ rt.totalMemory()); seq1 = new int[s1str.length()]; // System.out.println("seq1 " + rt.freeMemory() +" " + rt.totalMemory()); seq2 = new int[s2str.length()]; // System.out.println("seq2 " + rt.freeMemory() + " " + rt.totalMemory()); score = new int[s1str.length()][s2str.length()]; // System.out.println("score " + rt.freeMemory() + " " + rt.totalMemory()); E = new int[s1str.length()][s2str.length()]; // System.out.println("E " + rt.freeMemory() + " " + rt.totalMemory()); F = new int[s1str.length()][s2str.length()]; traceback = new int[s1str.length()][s2str.length()]; // System.out.println("F " + rt.freeMemory() + " " + rt.totalMemory()); seq1 = stringToInt(s1str, type); // System.out.println("seq1 " + rt.freeMemory() + " " + rt.totalMemory()); seq2 = stringToInt(s2str, type); // System.out.println("Seq2 " + rt.freeMemory() + " " + rt.totalMemory()); // long tstart = System.currentTimeMillis(); // calcScoreMatrix(); // long tend = System.currentTimeMillis(); // System.out.println("Time take to calculate score matrix = " + // (tend-tstart) + " ms"); // printScoreMatrix(score); // System.out.println(); // printScoreMatrix(traceback); // System.out.println(); // printScoreMatrix(E); // System.out.println(); // /printScoreMatrix(F); // System.out.println(); // tstart = System.currentTimeMillis(); // traceAlignment(); // tend = System.currentTimeMillis(); // System.out.println("Time take to traceback alignment = " + (tend-tstart) // + " ms"); } private void setDefaultParams(String type) { setType(type); if (type.equals(AlignSeq.PEP)) { lookup = ResidueProperties.getDefaultPeptideMatrix(); } else if (type.equals(AlignSeq.DNA)) { lookup = ResidueProperties.getDefaultDnaMatrix(); } } private void setType(String type2) { this.type = type2; if (type.equals(AlignSeq.PEP)) { intToStr = pep; charToInt = ResidueProperties.aaIndex; defInt = ResidueProperties.maxProteinIndex; } else if (type.equals(AlignSeq.DNA)) { intToStr = dna; charToInt = ResidueProperties.nucleotideIndex; defInt = ResidueProperties.maxNucleotideIndex; } else { output.append("Wrong type = dna or pep only"); throw new Error(MessageManager.formatMessage("error.unknown_type_dna_or_pep", new String[]{type2})); } } /** * DOCUMENT ME! */ public void traceAlignment() { // Find the maximum score along the rhs or bottom row int max = -9999; for (int i = 0; i < seq1.length; i++) { if (score[i][seq2.length - 1] > max) { max = score[i][seq2.length - 1]; maxi = i; maxj = seq2.length - 1; } } for (int j = 0; j < seq2.length; j++) { if (score[seq1.length - 1][j] > max) { max = score[seq1.length - 1][j]; maxi = seq1.length - 1; maxj = j; } } // System.out.println(maxi + " " + maxj + " " + score[maxi][maxj]); int i = maxi; int j = maxj; int trace; maxscore = score[i][j] / 10; seq1end = maxi + 1; seq2end = maxj + 1; aseq1 = new int[seq1.length + seq2.length]; aseq2 = new int[seq1.length + seq2.length]; count = (seq1.length + seq2.length) - 1; while ((i > 0) && (j > 0)) { if ((aseq1[count] != defInt) && (i >= 0)) { aseq1[count] = seq1[i]; astr1 = s1str.charAt(i) + astr1; } if ((aseq2[count] != defInt) && (j > 0)) { aseq2[count] = seq2[j]; astr2 = s2str.charAt(j) + astr2; } trace = findTrace(i, j); if (trace == 0) { i--; j--; } else if (trace == 1) { j--; aseq1[count] = defInt; astr1 = "-" + astr1.substring(1); } else if (trace == -1) { i--; aseq2[count] = defInt; astr2 = "-" + astr2.substring(1); } count--; } seq1start = i + 1; seq2start = j + 1; if (aseq1[count] != defInt) { aseq1[count] = seq1[i]; astr1 = s1str.charAt(i) + astr1; } if (aseq2[count] != defInt) { aseq2[count] = seq2[j]; astr2 = s2str.charAt(j) + astr2; } } /** * DOCUMENT ME! */ public void printAlignment(java.io.PrintStream os) { // TODO: Use original sequence characters rather than re-translated // characters in output // Find the biggest id length for formatting purposes String s1id = s1.getName(), s2id = s2.getName(); int maxid = s1.getName().length(); if (s2.getName().length() > maxid) { maxid = s2.getName().length(); } if (maxid > 30) { maxid = 30; // JAL-527 - truncate the sequence ids if (s1.getName().length() > maxid) { s1id = s1.getName().substring(0, 30); } if (s2.getName().length() > maxid) { s2id = s2.getName().substring(0, 30); } } int len = 72 - maxid - 1; int nochunks = ((aseq1.length - count) / len) + 1; pid = 0; output.append("Score = ").append("" + score[maxi][maxj]).append(NEWLINE); output.append("Length of alignment = ") .append(String.valueOf(aseq1.length - count)).append(NEWLINE); output.append("Sequence "); output.append(new Format("%" + maxid + "s").form(s1.getName())); output.append(" : ").append(String.valueOf(s1.getStart())) .append(" - ").append(String.valueOf(s1.getEnd())); output.append(" (Sequence length = ") .append(String.valueOf(s1str.length())).append(")") .append(NEWLINE); output.append("Sequence "); output.append(new Format("%" + maxid + "s").form(s2.getName())); output.append(" : ").append(String.valueOf(s2.getStart())) .append(" - ").append(String.valueOf(s2.getEnd())); output.append(" (Sequence length = ") .append(String.valueOf(s2str.length())).append(")") .append(NEWLINE).append(NEWLINE); for (int j = 0; j < nochunks; j++) { // Print the first aligned sequence output.append(new Format("%" + (maxid) + "s").form(s1id)).append(" "); for (int i = 0; i < len; i++) { if ((i + (j * len)) < astr1.length()) { output.append(astr1.charAt(i + (j * len))); } } output.append(NEWLINE); output.append(new Format("%" + (maxid) + "s").form(" ")).append(" "); // Print out the matching chars for (int i = 0; i < len; i++) { if ((i + (j * len)) < astr1.length()) { if (astr1.charAt(i + (j * len)) == astr2.charAt(i + (j * len)) && !Comparison.isGap(astr1.charAt(i + (j * len)))) { pid++; output.append("|"); } else if (type.equals("pep")) { if (ResidueProperties.getPAM250(astr1.charAt(i + (j * len)), astr2.charAt(i + (j * len))) > 0) { output.append("."); } else { output.append(" "); } } else { output.append(" "); } } } // Now print the second aligned sequence output = output.append(NEWLINE); output = output.append(new Format("%" + (maxid) + "s").form(s2id)) .append(" "); for (int i = 0; i < len; i++) { if ((i + (j * len)) < astr2.length()) { output.append(astr2.charAt(i + (j * len))); } } output.append(NEWLINE).append(NEWLINE); } pid = pid / (aseq1.length - count) * 100; output = output.append(new Format("Percentage ID = %2.2f\n\n") .formDouble(pid)); try { os.print(output.toString()); } catch (Exception ex) { } } /** * DOCUMENT ME! * * @param mat * DOCUMENT ME! */ public void printScoreMatrix(int[][] mat) { int n = seq1.length; int m = seq2.length; for (int i = 0; i < n; i++) { // Print the top sequence if (i == 0) { Format.print(System.out, "%8s", s2str.substring(0, 1)); for (int jj = 1; jj < m; jj++) { Format.print(System.out, "%5s", s2str.substring(jj, jj + 1)); } System.out.println(); } for (int j = 0; j < m; j++) { if (j == 0) { Format.print(System.out, "%3s", s1str.substring(i, i + 1)); } Format.printLong(System.out, "%3d ", mat[i][j] / 10); } System.out.println(); } } /** * DOCUMENT ME! * * @param i * DOCUMENT ME! * @param j * DOCUMENT ME! * * @return DOCUMENT ME! */ public int findTrace(int i, int j) { int t = 0; int max = score[i - 1][j - 1] + (lookup[seq1[i]][seq2[j]] * 10); if (F[i][j] > max) { max = F[i][j]; t = -1; } else if (F[i][j] == max) { if (prev == -1) { max = F[i][j]; t = -1; } } if (E[i][j] >= max) { max = E[i][j]; t = 1; } else if (E[i][j] == max) { if (prev == 1) { max = E[i][j]; t = 1; } } prev = t; return t; } /** * DOCUMENT ME! */ public void calcScoreMatrix() { int n = seq1.length; int m = seq2.length; // top left hand element score[0][0] = lookup[seq1[0]][seq2[0]] * 10; E[0][0] = -gapExtend; F[0][0] = 0; // Calculate the top row first for (int j = 1; j < m; j++) { // What should these values be? 0 maybe E[0][j] = max(score[0][j - 1] - gapOpen, E[0][j - 1] - gapExtend); F[0][j] = -gapExtend; score[0][j] = max(lookup[seq1[0]][seq2[j]] * 10, -gapOpen, -gapExtend); traceback[0][j] = 1; } // Now do the left hand column for (int i = 1; i < n; i++) { E[i][0] = -gapOpen; F[i][0] = max(score[i - 1][0] - gapOpen, F[i - 1][0] - gapExtend); score[i][0] = max(lookup[seq1[i]][seq2[0]] * 10, E[i][0], F[i][0]); traceback[i][0] = -1; } // Now do all the other rows for (int i = 1; i < n; i++) { for (int j = 1; j < m; j++) { E[i][j] = max(score[i][j - 1] - gapOpen, E[i][j - 1] - gapExtend); F[i][j] = max(score[i - 1][j] - gapOpen, F[i - 1][j] - gapExtend); score[i][j] = max(score[i - 1][j - 1] + (lookup[seq1[i]][seq2[j]] * 10), E[i][j], F[i][j]); traceback[i][j] = findTrace(i, j); } } } /** * Returns the given sequence with all of the given gap characters removed. * * @param gapChars * a string of characters to be treated as gaps * @param seq * the input sequence * * @return */ public static String extractGaps(String gapChars, String seq) { if (gapChars == null || seq == null) { return null; } StringTokenizer str = new StringTokenizer(seq, gapChars); StringBuilder newString = new StringBuilder(seq.length()); while (str.hasMoreTokens()) { newString.append(str.nextToken()); } return newString.toString(); } /** * DOCUMENT ME! * * @param i1 * DOCUMENT ME! * @param i2 * DOCUMENT ME! * @param i3 * DOCUMENT ME! * * @return DOCUMENT ME! */ public int max(int i1, int i2, int i3) { int max = i1; if (i2 > i1) { max = i2; } if (i3 > max) { max = i3; } return max; } /** * DOCUMENT ME! * * @param i1 * DOCUMENT ME! * @param i2 * DOCUMENT ME! * * @return DOCUMENT ME! */ public int max(int i1, int i2) { int max = i1; if (i2 > i1) { max = i2; } return max; } /** * DOCUMENT ME! * * @param s * DOCUMENT ME! * @param type * DOCUMENT ME! * * @return DOCUMENT ME! */ public int[] stringToInt(String s, String type) { int[] seq1 = new int[s.length()]; for (int i = 0; i < s.length(); i++) { // String ss = s.substring(i, i + 1).toUpperCase(); char c = s.charAt(i); if ('a' <= c && c <= 'z') { // TO UPPERCASE !!! c -= ('a' - 'A'); } try { seq1[i] = charToInt[c]; // set accordingly from setType if (seq1[i] < 0 || seq1[i] > defInt) // set from setType: 23 for // peptides, or 4 for NA. { seq1[i] = defInt; } } catch (Exception e) { seq1[i] = defInt; } } return seq1; } /** * DOCUMENT ME! * * @param g * DOCUMENT ME! * @param mat * DOCUMENT ME! * @param n * DOCUMENT ME! * @param m * DOCUMENT ME! * @param psize * DOCUMENT ME! */ public static void displayMatrix(Graphics g, int[][] mat, int n, int m, int psize) { int max = -1000; int min = 1000; for (int i = 0; i < n; i++) { for (int j = 0; j < m; j++) { if (mat[i][j] >= max) { max = mat[i][j]; } if (mat[i][j] <= min) { min = mat[i][j]; } } } System.out.println(max + " " + min); for (int i = 0; i < n; i++) { for (int j = 0; j < m; j++) { int x = psize * i; int y = psize * j; // System.out.println(mat[i][j]); float score = (float) (mat[i][j] - min) / (float) (max - min); g.setColor(new Color(score, 0, 0)); g.fillRect(x, y, psize, psize); // System.out.println(x + " " + y + " " + score); } } } /** * Compute a globally optimal needleman and wunsch alignment between two * sequences * * @param s1 * @param s2 * @param type * AlignSeq.DNA or AlignSeq.PEP */ public static AlignSeq doGlobalNWAlignment(SequenceI s1, SequenceI s2, String type) { AlignSeq as = new AlignSeq(s1, s2, type); as.calcScoreMatrix(); as.traceAlignment(); return as; } /** * * @return mapping from positions in S1 to corresponding positions in S2 */ public Mapping getMappingFromS1(boolean allowmismatch) { ArrayList as1 = new ArrayList(), as2 = new ArrayList(); int pdbpos = s2.getStart() + getSeq2Start() - 2; int alignpos = s1.getStart() + getSeq1Start() - 2; int lp2 = pdbpos - 3, lp1 = alignpos - 3; boolean lastmatch = false; // and now trace the alignment onto the atom set. for (int i = 0; i < astr1.length(); i++) { char c1 = astr1.charAt(i), c2 = astr2.charAt(i); if (c1 != '-') { alignpos++; } if (c2 != '-') { pdbpos++; } if (allowmismatch || c1 == c2) { // extend mapping interval if (lp1 + 1 != alignpos || lp2 + 1 != pdbpos) { as1.add(Integer.valueOf(alignpos)); as2.add(Integer.valueOf(pdbpos)); } lastmatch = true; lp1 = alignpos; lp2 = pdbpos; } else { // extend mapping interval if (lastmatch) { as1.add(Integer.valueOf(lp1)); as2.add(Integer.valueOf(lp2)); } lastmatch = false; } } // construct range pairs int[] mapseq1 = new int[as1.size() + (lastmatch ? 1 : 0)], mapseq2 = new int[as2 .size() + (lastmatch ? 1 : 0)]; int i = 0; for (Integer ip : as1) { mapseq1[i++] = ip; } ; i = 0; for (Integer ip : as2) { mapseq2[i++] = ip; } ; if (lastmatch) { mapseq1[mapseq1.length - 1] = alignpos; mapseq2[mapseq2.length - 1] = pdbpos; } MapList map = new MapList(mapseq1, mapseq2, 1, 1); Mapping mapping = new Mapping(map); mapping.setTo(s2); return mapping; } /** * matches ochains against al and populates seqs with the best match between * each ochain and the set in al * * @param ochains * @param al * @param dnaOrProtein * @param removeOldAnnots * when true, old annotation is cleared before new annotation * transferred * @return List originals, List replacement, * List alignment between each> */ public static List> replaceMatchingSeqsWith( List seqs, List annotations, List ochains, AlignmentI al, String dnaOrProtein, boolean removeOldAnnots) { List orig = new ArrayList(), repl = new ArrayList(); List aligs = new ArrayList(); if (al != null && al.getHeight() > 0) { ArrayList matches = new ArrayList(); ArrayList aligns = new ArrayList(); for (SequenceI sq : ochains) { SequenceI bestm = null; AlignSeq bestaseq = null; int bestscore = 0; for (SequenceI msq : al.getSequences()) { AlignSeq aseq = doGlobalNWAlignment(msq, sq, dnaOrProtein); if (bestm == null || aseq.getMaxScore() > bestscore) { bestscore = aseq.getMaxScore(); bestaseq = aseq; bestm = msq; } } System.out.println("Best Score for " + (matches.size() + 1) + " :" + bestscore); matches.add(bestm); aligns.add(bestaseq); al.deleteSequence(bestm); } for (int p = 0, pSize = seqs.size(); p < pSize; p++) { SequenceI sq, sp = seqs.get(p); int q; if ((q = ochains.indexOf(sp)) > -1) { seqs.set(p, sq = matches.get(q)); orig.add(sp); repl.add(sq); sq.setName(sp.getName()); sq.setDescription(sp.getDescription()); Mapping sp2sq; sq.transferAnnotation(sp, sp2sq = aligns.get(q).getMappingFromS1(false)); aligs.add(aligns.get(q)); int inspos = -1; for (int ap = 0; ap < annotations.size();) { if (annotations.get(ap).sequenceRef == sp) { if (inspos == -1) { inspos = ap; } if (removeOldAnnots) { annotations.remove(ap); } else { AlignmentAnnotation alan = annotations.remove(ap); alan.liftOver(sq, sp2sq); alan.setSequenceRef(sq); sq.addAlignmentAnnotation(alan); } } else { ap++; } } if (sq.getAnnotation() != null && sq.getAnnotation().length > 0) { annotations.addAll(inspos == -1 ? annotations.size() : inspos, Arrays.asList(sq.getAnnotation())); } } } } return Arrays.asList(orig, repl, aligs); } /** * compute the PID vector used by the redundancy filter. * * @param originalSequences * - sequences in alignment that are to filtered * @param omitHidden * - null or strings to be analysed (typically, visible portion of * each sequence in alignment) * @param start * - first column in window for calculation * @param end * - last column in window for calculation * @param ungapped * - if true then use ungapped sequence to compute PID * @return vector containing maximum PID for i-th sequence and any sequences * longer than that seuqence */ public static float[] computeRedundancyMatrix( SequenceI[] originalSequences, String[] omitHidden, int start, int end, boolean ungapped) { int height = originalSequences.length; float[] redundancy = new float[height]; int[] lngth = new int[height]; for (int i = 0; i < height; i++) { redundancy[i] = 0f; lngth[i] = -1; } // long start = System.currentTimeMillis(); float pid; String seqi, seqj; for (int i = 0; i < height; i++) { for (int j = 0; j < i; j++) { if (i == j) { continue; } if (omitHidden == null) { seqi = originalSequences[i].getSequenceAsString(start, end); seqj = originalSequences[j].getSequenceAsString(start, end); } else { seqi = omitHidden[i]; seqj = omitHidden[j]; } if (lngth[i] == -1) { String ug = AlignSeq.extractGaps(Comparison.GapChars, seqi); lngth[i] = ug.length(); if (ungapped) { seqi = ug; } } if (lngth[j] == -1) { String ug = AlignSeq.extractGaps(Comparison.GapChars, seqj); lngth[j] = ug.length(); if (ungapped) { seqj = ug; } } pid = Comparison.PID(seqi, seqj); // use real sequence length rather than string length if (lngth[j] < lngth[i]) { redundancy[j] = Math.max(pid, redundancy[j]); } else { redundancy[i] = Math.max(pid, redundancy[i]); } } } return redundancy; } }