X-Git-Url: http://source.jalview.org/gitweb/?p=jalview.git;a=blobdiff_plain;f=test%2Fjalview%2Fanalysis%2Fscoremodels%2FScoreMatrixTest.java;fp=test%2Fjalview%2Fanalysis%2Fscoremodels%2FScoreMatrixTest.java;h=1a5d43c98f91459a5effca9382d25029f9d2716f;hp=0000000000000000000000000000000000000000;hb=0288494d034d48dd8ce0c5a8654ac2ee695b4573;hpb=7451c6419c9c94627f79d044228db55b90e9b4cf diff --git a/test/jalview/analysis/scoremodels/ScoreMatrixTest.java b/test/jalview/analysis/scoremodels/ScoreMatrixTest.java new file mode 100644 index 0000000..1a5d43c --- /dev/null +++ b/test/jalview/analysis/scoremodels/ScoreMatrixTest.java @@ -0,0 +1,588 @@ +package jalview.analysis.scoremodels; + +import static org.testng.Assert.assertEquals; +import static org.testng.Assert.assertFalse; +import static org.testng.Assert.assertNotEquals; +import static org.testng.Assert.assertNotNull; +import static org.testng.Assert.assertNotSame; +import static org.testng.Assert.assertNull; +import static org.testng.Assert.assertTrue; +import static org.testng.internal.junit.ArrayAsserts.assertArrayEquals; + +import jalview.api.analysis.SimilarityParamsI; +import jalview.io.DataSourceType; +import jalview.io.FileParse; +import jalview.io.ScoreMatrixFile; +import jalview.math.MatrixI; +import jalview.schemes.ResidueProperties; + +import java.io.IOException; +import java.net.MalformedURLException; +import java.util.Arrays; + +import org.testng.annotations.Test; + +public class ScoreMatrixTest +{ + @Test(groups = "Functional") + public void testConstructor() + { + // note score matrix does not have to be symmetric (though it should be!) + float[][] scores = new float[3][]; + scores[0] = new float[] { 1f, 2f, 3f }; + scores[1] = new float[] { -4f, 5f, 6f }; + scores[2] = new float[] { 7f, 8f, 9f }; + ScoreMatrix sm = new ScoreMatrix("Test", "ABC".toCharArray(), scores); + assertEquals(sm.getSize(), 3); + assertArrayEquals(scores, sm.getMatrix()); + assertEquals(sm.getPairwiseScore('A', 'a'), 1f); + assertEquals(sm.getPairwiseScore('b', 'c'), 6f); + assertEquals(sm.getPairwiseScore('c', 'b'), 8f); + assertEquals(sm.getMatrixIndex('c'), 2); + assertEquals(sm.getMatrixIndex(' '), -1); + + // substitution to or from unknown symbol gets minimum score + assertEquals(sm.getPairwiseScore('A', 'D'), -4f); + assertEquals(sm.getPairwiseScore('D', 'A'), -4f); + // unknown-to-self gets a score of 1 + assertEquals(sm.getPairwiseScore('D', 'D'), 1f); + } + + @Test( + groups = "Functional", + expectedExceptions = { IllegalArgumentException.class }) + public void testConstructor_matrixTooSmall() + { + float[][] scores = new float[2][]; + scores[0] = new float[] { 1f, 2f }; + scores[1] = new float[] { 3f, 4f }; + new ScoreMatrix("Test", "ABC".toCharArray(), scores); + } + + @Test( + groups = "Functional", + expectedExceptions = { IllegalArgumentException.class }) + public void testConstructor_matrixTooBig() + { + float[][] scores = new float[2][]; + scores[0] = new float[] { 1f, 2f }; + scores[1] = new float[] { 3f, 4f }; + new ScoreMatrix("Test", "A".toCharArray(), scores); + } + + @Test( + groups = "Functional", + expectedExceptions = { IllegalArgumentException.class }) + public void testConstructor_matrixNotSquare() + { + float[][] scores = new float[2][]; + scores[0] = new float[] { 1f, 2f }; + scores[1] = new float[] { 3f }; + new ScoreMatrix("Test", "AB".toCharArray(), scores); + } + + @Test(groups = "Functional") + public void testBuildSymbolIndex() + { + float[][] scores = new float[2][]; + scores[0] = new float[] { 1f, 2f }; + scores[1] = new float[] { 3f, 4f }; + ScoreMatrix sm = new ScoreMatrix("Test", new char[] { 'A', '.' }, + scores); + short[] index = sm.buildSymbolIndex("AX-yxYp".toCharArray()); + + assertEquals(index.length, 128); // ASCII character set size + + assertEquals(index['A'], 0); + assertEquals(index['a'], 0); // lower-case mapping added + assertEquals(index['X'], 1); + assertEquals(index['-'], 2); + assertEquals(index['y'], 3); // lower-case override + assertEquals(index['x'], 4); // lower-case override + assertEquals(index['Y'], 5); + assertEquals(index['p'], 6); + assertEquals(index['P'], -1); // lower-case doesn't map upper-case + + /* + * check all unmapped symbols have index for unmapped + */ + for (int c = 0; c < index.length; c++) + { + if (!"AaXx-. Yyp".contains(String.valueOf((char) c))) + { + assertEquals(index[c], -1); + } + } + } + + /** + * check that characters not in the basic ASCII set are simply ignored + */ + @Test(groups = "Functional") + public void testBuildSymbolIndex_nonAscii() + { + float[][] scores = new float[2][]; + scores[0] = new float[] { 1f, 2f }; + scores[1] = new float[] { 3f, 4f }; + ScoreMatrix sm = new ScoreMatrix("Test", new char[] { 'A', '.' }, + scores); + char[] weird = new char[] { 128, 245, 'P' }; + short[] index = sm.buildSymbolIndex(weird); + assertEquals(index.length, 128); + assertEquals(index['P'], 2); + assertEquals(index['p'], 2); + for (int c = 0; c < index.length; c++) + { + if (c != 'P' && c != 'p') + { + assertEquals(index[c], -1); + } + } + } + + @Test(groups = "Functional") + public void testGetMatrix() + { + ScoreMatrix sm = ScoreModels.getInstance().getBlosum62(); + float[][] m = sm.getMatrix(); + assertEquals(m.length, sm.getSize()); + assertEquals(m[2][4], -3f); + // verify a defensive copy is returned + float[][] m2 = sm.getMatrix(); + assertNotSame(m, m2); + assertTrue(Arrays.deepEquals(m, m2)); + } + + @Test(groups = "Functional") + public void testGetMatrixIndex() + { + ScoreMatrix sm = ScoreModels.getInstance().getBlosum62(); + assertEquals(sm.getMatrixIndex('A'), 0); + assertEquals(sm.getMatrixIndex('R'), 1); + assertEquals(sm.getMatrixIndex('r'), 1); + assertEquals(sm.getMatrixIndex('N'), 2); + assertEquals(sm.getMatrixIndex('D'), 3); + assertEquals(sm.getMatrixIndex('X'), 22); + assertEquals(sm.getMatrixIndex('x'), 22); + assertEquals(sm.getMatrixIndex('-'), -1); + assertEquals(sm.getMatrixIndex('*'), 23); + assertEquals(sm.getMatrixIndex('.'), -1); + assertEquals(sm.getMatrixIndex(' '), -1); + assertEquals(sm.getMatrixIndex('?'), -1); + assertEquals(sm.getMatrixIndex((char) 128), -1); + } + + @Test(groups = "Functional") + public void testGetSize() + { + ScoreMatrix sm = ScoreModels.getInstance().getBlosum62(); + assertEquals(sm.getMatrix().length, sm.getSize()); + } + + @Test(groups = "Functional") + public void testComputePairwiseScores() + { + /* + * NB score matrix expects '-' for gap + */ + String[] seqs = new String[] { "FKL", "R-D", "QIA", "GWC" }; + ScoreMatrix sm = ScoreModels.getInstance().getBlosum62(); + + MatrixI pairwise = sm.findSimilarities(seqs, SimilarityParams.Jalview); + + /* + * should be NxN where N = number of sequences + */ + assertEquals(pairwise.height(), 4); + assertEquals(pairwise.width(), 4); + + /* + * should be symmetrical (because BLOSUM62 is) + */ + for (int i = 0; i < pairwise.height(); i++) + { + for (int j = i + 1; j < pairwise.width(); j++) + { + assertEquals(pairwise.getValue(i, j), pairwise.getValue(j, i), + String.format("Not symmetric at [%d, %d]", i, j)); + } + } + /* + * verify expected BLOSUM dot product scores + */ + // F.F + K.K + L.L = 6 + 5 + 4 = 15 + assertEquals(pairwise.getValue(0, 0), 15d); + // R.R + -.- + D.D = 5 + 1 + 6 = 12 + assertEquals(pairwise.getValue(1, 1), 12d); + // Q.Q + I.I + A.A = 5 + 4 + 4 = 13 + assertEquals(pairwise.getValue(2, 2), 13d); + // G.G + W.W + C.C = 6 + 11 + 9 = 26 + assertEquals(pairwise.getValue(3, 3), 26d); + // F.R + K.- + L.D = -3 + -4 + -4 = -11 + assertEquals(pairwise.getValue(0, 1), -11d); + // F.Q + K.I + L.A = -3 + -3 + -1 = -7 + assertEquals(pairwise.getValue(0, 2), -7d); + // F.G + K.W + L.C = -3 + -3 + -1 = -7 + assertEquals(pairwise.getValue(0, 3), -7d); + // R.Q + -.I + D.A = 1 + -4 + -2 = -5 + assertEquals(pairwise.getValue(1, 2), -5d); + // R.G + -.W + D.C = -2 + -4 + -3 = -9 + assertEquals(pairwise.getValue(1, 3), -9d); + // Q.G + I.W + A.C = -2 + -3 + 0 = -5 + assertEquals(pairwise.getValue(2, 3), -5d); + } + + /** + * Test that the result of outputMatrix can be reparsed to give an identical + * ScoreMatrix + * + * @throws IOException + * @throws MalformedURLException + */ + @Test(groups = "Functional") + public void testOutputMatrix_roundTrip() throws MalformedURLException, + IOException + { + ScoreMatrix sm = ScoreModels.getInstance().getBlosum62(); + String output = sm.outputMatrix(false); + FileParse fp = new FileParse(output, DataSourceType.PASTE); + ScoreMatrixFile parser = new ScoreMatrixFile(fp); + ScoreMatrix sm2 = parser.parseMatrix(); + assertNotNull(sm2); + assertTrue(sm2.equals(sm)); + } + + @Test(groups = "Functional") + public void testEqualsAndHashCode() + { + ScoreMatrix sm = ScoreModels.getInstance().getBlosum62(); + ScoreMatrix sm2 = new ScoreMatrix(sm.getName(), sm.getSymbols() + .toCharArray(), sm.getMatrix()); + assertTrue(sm.equals(sm2)); + assertEquals(sm.hashCode(), sm2.hashCode()); + + sm2 = ScoreModels.getInstance().getPam250(); + assertFalse(sm.equals(sm2)); + assertNotEquals(sm.hashCode(), sm2.hashCode()); + + assertFalse(sm.equals("hello")); + } + + /** + * Tests for scoring options where the longer length of two sequences is used + */ + @Test(groups = "Functional") + public void testcomputeSimilarity_matchLongestSequence() + { + /* + * ScoreMatrix expects '-' for gaps + */ + String s1 = "FR-K-S"; + String s2 = "FS--L"; + ScoreMatrix blosum = ScoreModels.getInstance().getBlosum62(); + + /* + * score gap-gap and gap-char + * shorter sequence treated as if with trailing gaps + * score = F^F + R^S + -^- + K^- + -^L + S^- + * = 6 + -1 + 1 + -4 + -4 + -4 = -6 + */ + SimilarityParamsI params = new SimilarityParams(true, true, true, false); + assertEquals(blosum.computeSimilarity(s1, s2, params), -6d); + // matchGap (arg2) is ignored: + params = new SimilarityParams(true, false, true, false); + assertEquals(blosum.computeSimilarity(s1, s2, params), -6d); + + /* + * score gap-char but not gap-gap + * score = F^F + R^S + 0 + K^- + -^L + S^- + * = 6 + -1 + 0 + -4 + -4 + -4 = -7 + */ + params = new SimilarityParams(false, true, true, false); + assertEquals(blosum.computeSimilarity(s1, s2, params), -7d); + // matchGap (arg2) is ignored: + params = new SimilarityParams(false, false, true, false); + assertEquals(blosum.computeSimilarity(s1, s2, params), -7d); + + /* + * score gap-gap but not gap-char + * score = F^F + R^S + -^- + 0 + 0 + 0 + * = 6 + -1 + 1 = 6 + */ + params = new SimilarityParams(true, false, false, false); + assertEquals(blosum.computeSimilarity(s1, s2, params), 6d); + // matchGap (arg2) is ignored: + params = new SimilarityParams(true, true, false, false); + assertEquals(blosum.computeSimilarity(s1, s2, params), 6d); + + /* + * score neither gap-gap nor gap-char + * score = F^F + R^S + 0 + 0 + 0 + 0 + * = 6 + -1 = 5 + */ + params = new SimilarityParams(false, false, false, false); + assertEquals(blosum.computeSimilarity(s1, s2, params), 5d); + // matchGap (arg2) is ignored: + params = new SimilarityParams(false, true, false, false); + assertEquals(blosum.computeSimilarity(s1, s2, params), 5d); + } + + /** + * Tests for scoring options where only the shorter length of two sequences is + * used + */ + @Test(groups = "Functional") + public void testcomputeSimilarity_matchShortestSequence() + { + /* + * ScoreMatrix expects '-' for gaps + */ + String s1 = "FR-K-S"; + String s2 = "FS--L"; + ScoreMatrix blosum = ScoreModels.getInstance().getBlosum62(); + + /* + * score gap-gap and gap-char + * match shorter sequence only + * score = F^F + R^S + -^- + K^- + -^L + * = 6 + -1 + 1 + -4 + -4 = -2 + */ + SimilarityParamsI params = new SimilarityParams(true, true, true, true); + assertEquals(blosum.computeSimilarity(s1, s2, params), -2d); + // matchGap (arg2) is ignored: + params = new SimilarityParams(true, false, true, true); + assertEquals(blosum.computeSimilarity(s1, s2, params), -2d); + + /* + * score gap-char but not gap-gap + * score = F^F + R^S + 0 + K^- + -^L + * = 6 + -1 + 0 + -4 + -4 = -3 + */ + params = new SimilarityParams(false, true, true, true); + assertEquals(blosum.computeSimilarity(s1, s2, params), -3d); + // matchGap (arg2) is ignored: + params = new SimilarityParams(false, false, true, true); + assertEquals(blosum.computeSimilarity(s1, s2, params), -3d); + + /* + * score gap-gap but not gap-char + * score = F^F + R^S + -^- + 0 + 0 + * = 6 + -1 + 1 = 6 + */ + params = new SimilarityParams(true, false, false, true); + assertEquals(blosum.computeSimilarity(s1, s2, params), 6d); + // matchGap (arg2) is ignored: + params = new SimilarityParams(true, true, false, true); + assertEquals(blosum.computeSimilarity(s1, s2, params), 6d); + + /* + * score neither gap-gap nor gap-char + * score = F^F + R^S + 0 + 0 + 0 + * = 6 + -1 = 5 + */ + params = new SimilarityParams(false, false, false, true); + assertEquals(blosum.computeSimilarity(s1, s2, params), 5d); + // matchGap (arg2) is ignored: + params = new SimilarityParams(false, true, false, true); + assertEquals(blosum.computeSimilarity(s1, s2, params), 5d); + } + + @Test(groups = "Functional") + public void testSymmetric() + { + verifySymmetric(ScoreModels.getInstance().getBlosum62()); + verifySymmetric(ScoreModels.getInstance().getPam250()); + verifySymmetric(ScoreModels.getInstance().getDefaultModel(false)); // dna + } + + private void verifySymmetric(ScoreMatrix sm) + { + float[][] m = sm.getMatrix(); + int rows = m.length; + for (int row = 0; row < rows; row++) + { + assertEquals(m[row].length, rows); + for (int col = 0; col < rows; col++) + { + assertEquals(m[row][col], m[col][row], String.format("%s [%s, %s]", + sm.getName(), ResidueProperties.aa[row], + ResidueProperties.aa[col])); + } + } + } + + /** + * A test that just asserts the expected values in the Blosum62 score matrix + */ + @Test(groups = "Functional") + public void testBlosum62_values() + { + ScoreMatrix sm = ScoreModels.getInstance().getBlosum62(); + + assertTrue(sm.isProtein()); + assertFalse(sm.isDNA()); + assertNull(sm.getDescription()); + + /* + * verify expected scores against ARNDCQEGHILKMFPSTWYVBZX + * scraped from https://www.ncbi.nlm.nih.gov/Class/FieldGuide/BLOSUM62.txt + */ + verifyValues(sm, 'A', new float[] { 4, -1, -2, -2, 0, -1, -1, 0, -2, + -1, + -1, -1, -1, -2, -1, 1, 0, -3, -2, 0, -2, -1, 0 }); + verifyValues(sm, 'R', new float[] { -1, 5, 0, -2, -3, 1, 0, -2, 0, -3, + -2, 2, -1, -3, -2, -1, -1, -3, -2, -3, -1, 0, -1 }); + verifyValues(sm, 'N', new float[] { -2, 0, 6, 1, -3, 0, 0, 0, 1, -3, + -3, + 0, -2, -3, -2, 1, 0, -4, -2, -3, 3, 0, -1 }); + verifyValues(sm, 'D', new float[] { -2, -2, 1, 6, -3, 0, 2, -1, -1, -3, + -4, -1, -3, -3, -1, 0, -1, -4, -3, -3, 4, 1, -1 }); + verifyValues(sm, 'C', new float[] { 0, -3, -3, -3, 9, -3, -4, -3, -3, + -1, + -1, -3, -1, -2, -3, -1, -1, -2, -2, -1, -3, -3, -2 }); + verifyValues(sm, 'Q', new float[] { -1, 1, 0, 0, -3, 5, 2, -2, 0, -3, + -2, + 1, 0, -3, -1, 0, -1, -2, -1, -2, 0, 3, -1 }); + verifyValues(sm, 'E', new float[] { -1, 0, 0, 2, -4, 2, 5, -2, 0, -3, + -3, + 1, -2, -3, -1, 0, -1, -3, -2, -2, 1, 4, -1 }); + verifyValues(sm, 'G', new float[] { 0, -2, 0, -1, -3, -2, -2, 6, -2, + -4, + -4, -2, -3, -3, -2, 0, -2, -2, -3, -3, -1, -2, -1 }); + verifyValues(sm, 'H', new float[] { -2, 0, 1, -1, -3, 0, 0, -2, 8, -3, + -3, -1, -2, -1, -2, -1, -2, -2, 2, -3, 0, 0, -1 }); + verifyValues(sm, 'I', new float[] { -1, -3, -3, -3, -1, -3, -3, -4, -3, + 4, 2, -3, 1, 0, -3, -2, -1, -3, -1, 3, -3, -3, -1 }); + verifyValues(sm, 'L', new float[] { -1, -2, -3, -4, -1, -2, -3, -4, -3, + 2, 4, -2, 2, 0, -3, -2, -1, -2, -1, 1, -4, -3, -1 }); + verifyValues(sm, 'K', new float[] { -1, 2, 0, -1, -3, 1, 1, -2, -1, -3, + -2, 5, -1, -3, -1, 0, -1, -3, -2, -2, 0, 1, -1 }); + verifyValues(sm, 'M', new float[] { -1, -1, -2, -3, -1, 0, -2, -3, -2, + 1, + 2, -1, 5, 0, -2, -1, -1, -1, -1, 1, -3, -1, -1 }); + verifyValues(sm, 'F', new float[] { -2, -3, -3, -3, -2, -3, -3, -3, -1, + 0, 0, -3, 0, 6, -4, -2, -2, 1, 3, -1, -3, -3, -1 }); + verifyValues(sm, 'P', new float[] { -1, -2, -2, -1, -3, -1, -1, -2, -2, + -3, -3, -1, -2, -4, 7, -1, -1, -4, -3, -2, -2, -1, -2 }); + verifyValues(sm, 'S', new float[] { 1, -1, 1, 0, -1, 0, 0, 0, -1, -2, + -2, + 0, -1, -2, -1, 4, 1, -3, -2, -2, 0, 0, 0 }); + verifyValues(sm, 'T', new float[] { 0, -1, 0, -1, -1, -1, -1, -2, -2, + -1, + -1, -1, -1, -2, -1, 1, 5, -2, -2, 0, -1, -1, 0 }); + verifyValues(sm, 'W', new float[] { -3, -3, -4, -4, -2, -2, -3, -2, -2, + -3, -2, -3, -1, 1, -4, -3, -2, 11, 2, -3, -4, -3, -2 }); + verifyValues(sm, 'Y', new float[] { -2, -2, -2, -3, -2, -1, -2, -3, 2, + -1, -1, -2, -1, 3, -3, -2, -2, 2, 7, -1, -3, -2, -1 }); + verifyValues(sm, 'V', new float[] { 0, -3, -3, -3, -1, -2, -2, -3, -3, + 3, + 1, -2, 1, -1, -2, -2, 0, -3, -1, 4, -3, -2, -1 }); + verifyValues(sm, 'B', new float[] { -2, -1, 3, 4, -3, 0, 1, -1, 0, -3, + -4, 0, -3, -3, -2, 0, -1, -4, -3, -3, 4, 1, -1 }); + verifyValues(sm, 'Z', new float[] { -1, 0, 0, 1, -3, 3, 4, -2, 0, -3, + -3, + 1, -1, -3, -1, 0, -1, -3, -2, -2, 1, 4, -1 }); + verifyValues(sm, 'X', new float[] { 0, -1, -1, -1, -2, -1, -1, -1, -1, + -1, -1, -1, -1, -1, -2, 0, 0, -2, -1, -1, -1, -1, -1 }); + } + + /** + * Helper method to check pairwise scores for one residue + * + * @param sm + * @param res + * @param expected + * score values against 'res', in ResidueProperties.aaIndex order + */ + private void verifyValues(ScoreMatrix sm, char res, float[] expected) + { + for (int j = 0; j < expected.length; j++) + { + char c2 = ResidueProperties.aa[j].charAt(0); + assertEquals(sm.getPairwiseScore(res, c2), expected[j], + String.format("%s->%s", res, c2)); + } + } + + @Test(groups = "Functional") + public void testConstructor_gapDash() + { + float[][] scores = new float[2][]; + scores[0] = new float[] { 1f, 2f }; + scores[1] = new float[] { 4f, 5f }; + ScoreMatrix sm = new ScoreMatrix("Test", new char[] { 'A', '-' }, + scores); + assertEquals(sm.getSize(), 2); + assertArrayEquals(scores, sm.getMatrix()); + assertEquals(sm.getPairwiseScore('A', 'a'), 1f); + assertEquals(sm.getPairwiseScore('A', 'A'), 1f); + assertEquals(sm.getPairwiseScore('a', '-'), 2f); + assertEquals(sm.getPairwiseScore('-', 'A'), 4f); + assertEquals(sm.getMatrixIndex('a'), 0); + assertEquals(sm.getMatrixIndex('A'), 0); + assertEquals(sm.getMatrixIndex('-'), 1); + assertEquals(sm.getMatrixIndex(' '), -1); + assertEquals(sm.getMatrixIndex('.'), -1); + } + + @Test(groups = "Functional") + public void testGetPairwiseScore() + { + float[][] scores = new float[2][]; + scores[0] = new float[] { 1f, 2f }; + scores[1] = new float[] { -4f, 5f }; + ScoreMatrix sm = new ScoreMatrix("Test", new char[] { 'A', 'B' }, + scores); + assertEquals(sm.getPairwiseScore('A', 'A'), 1f); + assertEquals(sm.getPairwiseScore('A', 'a'), 1f); + assertEquals(sm.getPairwiseScore('A', 'B'), 2f); + assertEquals(sm.getPairwiseScore('b', 'a'), -4f); + assertEquals(sm.getPairwiseScore('B', 'b'), 5f); + + /* + * unknown symbols currently score minimum score + * or 1 for identity with self + */ + assertEquals(sm.getPairwiseScore('A', '-'), -4f); + assertEquals(sm.getPairwiseScore('-', 'A'), -4f); + assertEquals(sm.getPairwiseScore('-', '-'), 1f); + assertEquals(sm.getPairwiseScore('Q', 'W'), -4f); + assertEquals(sm.getPairwiseScore('Q', 'Q'), 1f); + + /* + * symbols not in basic ASCII set score zero + */ + char c = (char) 200; + assertEquals(sm.getPairwiseScore('Q', c), 0f); + assertEquals(sm.getPairwiseScore(c, 'Q'), 0f); + } + + @Test(groups = "Functional") + public void testGetMinimumScore() + { + ScoreMatrix sm = ScoreModels.getInstance().getBlosum62(); + assertEquals(sm.getMinimumScore(), -4f); + } + + @Test(groups = "Functional") + public void testGetMaximumScore() + { + ScoreMatrix sm = ScoreModels.getInstance().getBlosum62(); + assertEquals(sm.getMaximumScore(), 11f); + } + + @Test(groups = "Functional") + public void testOutputMatrix_html() + { + float[][] scores = new float[2][]; + scores[0] = new float[] { 1f, 2f }; + scores[1] = new float[] { 4f, -5.3E-10f }; + ScoreMatrix sm = new ScoreMatrix("Test", "AB".toCharArray(), scores); + String html = sm.outputMatrix(true); + String expected = "\n" + + "\n" + + "\n" + + "
 A  B 
A1.02.0
B4.0-5.3E-10
"; + assertEquals(html, expected); + } +}