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Posted to commits@commons.apache.org by lu...@apache.org on 2009/04/20 22:19:49 UTC

svn commit: r766852 [2/2] - in /commons/proper/math/trunk/src: java/org/apache/commons/math/linear/DenseFieldMatrix.java java/org/apache/commons/math/linear/MatrixUtils.java test/org/apache/commons/math/linear/DenseFieldMatrixTest.java

Added: commons/proper/math/trunk/src/test/org/apache/commons/math/linear/DenseFieldMatrixTest.java
URL: http://svn.apache.org/viewvc/commons/proper/math/trunk/src/test/org/apache/commons/math/linear/DenseFieldMatrixTest.java?rev=766852&view=auto
==============================================================================
--- commons/proper/math/trunk/src/test/org/apache/commons/math/linear/DenseFieldMatrixTest.java (added)
+++ commons/proper/math/trunk/src/test/org/apache/commons/math/linear/DenseFieldMatrixTest.java Mon Apr 20 20:19:49 2009
@@ -0,0 +1,1294 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ * 
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math.linear;
+
+import java.util.Arrays;
+import java.util.Random;
+
+import junit.framework.Test;
+import junit.framework.TestCase;
+import junit.framework.TestSuite;
+
+import org.apache.commons.math.TestUtils;
+import org.apache.commons.math.fraction.Fraction;
+import org.apache.commons.math.fraction.FractionField;
+import org.apache.commons.math.linear.decomposition.FieldLUDecompositionImpl;
+import org.apache.commons.math.linear.decomposition.NonSquareMatrixException;
+
+/**
+ * Test cases for the {@link DenseFieldMatrix} class.
+ *
+ * @version $Revision$ $Date$
+ */
+
+public final class DenseFieldMatrixTest extends TestCase {
+    
+    // 3 x 3 identity matrix
+    protected Fraction[][] id = {
+            {new Fraction(1),new Fraction(0),new Fraction(0)},
+            {new Fraction(0),new Fraction(1),new Fraction(0)},
+            {new Fraction(0),new Fraction(0),new Fraction(1)}
+    };
+    
+    // Test data for group operations
+    protected Fraction[][] testData = {
+            {new Fraction(1),new Fraction(2),new Fraction(3)},
+            {new Fraction(2),new Fraction(5),new Fraction(3)},
+            {new Fraction(1),new Fraction(0),new Fraction(8)}
+    };
+    protected Fraction[][] testDataLU = {
+            {new Fraction(2), new Fraction(5), new Fraction(3)},
+            {new Fraction(1, 2), new Fraction(-5, 2), new Fraction(13, 2)},
+            {new Fraction(1, 2), new Fraction(1, 5), new Fraction(1, 5)}
+    };
+    protected Fraction[][] testDataPlus2 = {
+            {new Fraction(3),new Fraction(4),new Fraction(5)},
+            {new Fraction(4),new Fraction(7),new Fraction(5)},
+            {new Fraction(3),new Fraction(2),new Fraction(10)}
+    };
+    protected Fraction[][] testDataMinus = {
+            {new Fraction(-1),new Fraction(-2),new Fraction(-3)},
+            {new Fraction(-2),new Fraction(-5),new Fraction(-3)}, 
+            {new Fraction(-1),new Fraction(0),new Fraction(-8)}
+    };
+    protected Fraction[] testDataRow1 = {new Fraction(1),new Fraction(2),new Fraction(3)};
+    protected Fraction[] testDataCol3 = {new Fraction(3),new Fraction(3),new Fraction(8)};
+    protected Fraction[][] testDataInv = {
+            {new Fraction(-40),new Fraction(16),new Fraction(9)},
+            {new Fraction(13),new Fraction(-5),new Fraction(-3)},
+            {new Fraction(5),new Fraction(-2),new Fraction(-1)}
+    };
+    protected Fraction[] preMultTest = {new Fraction(8), new Fraction(12), new Fraction(33)};
+    protected Fraction[][] testData2 = {
+            {new Fraction(1),new Fraction(2),new Fraction(3)},
+            {new Fraction(2),new Fraction(5),new Fraction(3)}
+    };
+    protected Fraction[][] testData2T = {
+            {new Fraction(1),new Fraction(2)},
+            {new Fraction(2),new Fraction(5)},
+            {new Fraction(3),new Fraction(3)}
+    };
+    protected Fraction[][] testDataPlusInv = {
+            {new Fraction(-39),new Fraction(18),new Fraction(12)},
+            {new Fraction(15),new Fraction(0),new Fraction(0)},
+            {new Fraction(6),new Fraction(-2),new Fraction(7)}
+    };
+    
+    // lu decomposition tests
+    protected Fraction[][] luData = {
+            {new Fraction(2),new Fraction(3),new Fraction(3)},
+            {new Fraction(0),new Fraction(5),new Fraction(7)},
+            {new Fraction(6),new Fraction(9),new Fraction(8)}
+    };
+    protected Fraction[][] luDataLUDecomposition = {
+            {new Fraction(6),new Fraction(9),new Fraction(8)},
+            {new Fraction(0),new Fraction(5),new Fraction(7)},
+            {new Fraction(1, 3),new Fraction(0),new Fraction(1, 3)}
+    };
+    
+    // singular matrices
+    protected Fraction[][] singular = { {new Fraction(2),new Fraction(3)}, {new Fraction(2),new Fraction(3)} };
+    protected Fraction[][] bigSingular = {
+            {new Fraction(1),new Fraction(2),new Fraction(3),new Fraction(4)},
+            {new Fraction(2),new Fraction(5),new Fraction(3),new Fraction(4)},
+            {new Fraction(7),new Fraction(3),new Fraction(256),new Fraction(1930)},
+            {new Fraction(3),new Fraction(7),new Fraction(6),new Fraction(8)}
+    }; // 4th row = 1st + 2nd
+    protected Fraction[][] detData = {
+            {new Fraction(1),new Fraction(2),new Fraction(3)},
+            {new Fraction(4),new Fraction(5),new Fraction(6)},
+            {new Fraction(7),new Fraction(8),new Fraction(10)}
+    };
+    protected Fraction[][] detData2 = { {new Fraction(1), new Fraction(3)}, {new Fraction(2), new Fraction(4)}};
+    
+    // vectors
+    protected Fraction[] testVector = {new Fraction(1),new Fraction(2),new Fraction(3)};
+    protected Fraction[] testVector2 = {new Fraction(1),new Fraction(2),new Fraction(3),new Fraction(4)};
+    
+    // submatrix accessor tests
+    protected Fraction[][] subTestData = {
+            {new Fraction(1), new Fraction(2), new Fraction(3), new Fraction(4)},
+            {new Fraction(3, 2), new Fraction(5, 2), new Fraction(7, 2), new Fraction(9, 2)},
+            {new Fraction(2), new Fraction(4), new Fraction(6), new Fraction(8)},
+            {new Fraction(4), new Fraction(5), new Fraction(6), new Fraction(7)}
+    }; 
+    // array selections
+    protected Fraction[][] subRows02Cols13 = { {new Fraction(2), new Fraction(4)}, {new Fraction(4), new Fraction(8)}};
+    protected Fraction[][] subRows03Cols12 = { {new Fraction(2), new Fraction(3)}, {new Fraction(5), new Fraction(6)}};
+    protected Fraction[][] subRows03Cols123 = {
+            {new Fraction(2), new Fraction(3), new Fraction(4)},
+            {new Fraction(5), new Fraction(6), new Fraction(7)}
+    };
+    // effective permutations
+    protected Fraction[][] subRows20Cols123 = {
+            {new Fraction(4), new Fraction(6), new Fraction(8)},
+            {new Fraction(2), new Fraction(3), new Fraction(4)}
+    };
+    protected Fraction[][] subRows31Cols31 = {{new Fraction(7), new Fraction(5)}, {new Fraction(9, 2), new Fraction(5, 2)}};
+    // contiguous ranges
+    protected Fraction[][] subRows01Cols23 = {{new Fraction(3),new Fraction(4)} , {new Fraction(7, 2), new Fraction(9, 2)}};
+    protected Fraction[][] subRows23Cols00 = {{new Fraction(2)} , {new Fraction(4)}};
+    protected Fraction[][] subRows00Cols33 = {{new Fraction(4)}};
+    // row matrices
+    protected Fraction[][] subRow0 = {{new Fraction(1),new Fraction(2),new Fraction(3),new Fraction(4)}};
+    protected Fraction[][] subRow3 = {{new Fraction(4),new Fraction(5),new Fraction(6),new Fraction(7)}};
+    // column matrices
+    protected Fraction[][] subColumn1 = {{new Fraction(2)}, {new Fraction(5, 2)}, {new Fraction(4)}, {new Fraction(5)}};
+    protected Fraction[][] subColumn3 = {{new Fraction(4)}, {new Fraction(9, 2)}, {new Fraction(8)}, {new Fraction(7)}};
+    
+    // tolerances
+    protected double entryTolerance = 10E-16;
+    protected double normTolerance = 10E-14;
+    
+    public DenseFieldMatrixTest(String name) {
+        super(name);
+    }
+    
+    public static Test suite() {
+        TestSuite suite = new TestSuite(DenseFieldMatrixTest.class);
+        suite.setName("DenseFieldMatrix<Fraction> Tests");
+        return suite;
+    }
+    
+    /** test dimensions */
+    public void testDimensions() {
+        DenseFieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        DenseFieldMatrix<Fraction> m2 = new DenseFieldMatrix<Fraction>(testData2);
+        assertEquals("testData row dimension",3,m.getRowDimension());
+        assertEquals("testData column dimension",3,m.getColumnDimension());
+        assertTrue("testData is square",m.isSquare());
+        assertEquals("testData2 row dimension",m2.getRowDimension(),2);
+        assertEquals("testData2 column dimension",m2.getColumnDimension(),3);
+        assertTrue("testData2 is not square",!m2.isSquare());
+    } 
+    
+    /** test copy functions */
+    public void testCopyFunctions() {
+        Random r = new Random(66636328996002l);
+        DenseFieldMatrix<Fraction> m1 = createRandomMatrix(r, 47, 83);
+        DenseFieldMatrix<Fraction> m2 = new DenseFieldMatrix<Fraction>(m1.getData());
+        assertEquals(m1, m2);
+        DenseFieldMatrix<Fraction> m3 = new DenseFieldMatrix<Fraction>(testData);
+        DenseFieldMatrix<Fraction> m4 = new DenseFieldMatrix<Fraction>(m3.getData());
+        assertEquals(m3, m4);
+    }           
+    
+    /** test add */
+    public void testAdd() {
+        DenseFieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        DenseFieldMatrix<Fraction> mInv = new DenseFieldMatrix<Fraction>(testDataInv);
+        FieldMatrix<Fraction> mPlusMInv = m.add(mInv);
+        Fraction[][] sumEntries = mPlusMInv.getData();
+        for (int row = 0; row < m.getRowDimension(); row++) {
+            for (int col = 0; col < m.getColumnDimension(); col++) {
+                assertEquals(testDataPlusInv[row][col],sumEntries[row][col]);
+            }
+        }    
+    }
+    
+    /** test add failure */
+    public void testAddFail() {
+        DenseFieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        DenseFieldMatrix<Fraction> m2 = new DenseFieldMatrix<Fraction>(testData2);
+        try {
+            m.add(m2);
+            fail("IllegalArgumentException expected");
+        } catch (IllegalArgumentException ex) {
+            // ignored
+        }
+    }
+    
+     /** test m-n = m + -n */
+    public void testPlusMinus() {
+        DenseFieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        DenseFieldMatrix<Fraction> m2 = new DenseFieldMatrix<Fraction>(testDataInv);
+        TestUtils.assertEquals(m.subtract(m2), m2.scalarMultiply(new Fraction(-1)).add(m));        
+        try {
+            m.subtract(new DenseFieldMatrix<Fraction>(testData2));
+            fail("Expecting illegalArgumentException");
+        } catch (IllegalArgumentException ex) {
+            // ignored
+        }      
+    }
+   
+    /** test multiply */
+     public void testMultiply() {
+        DenseFieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        DenseFieldMatrix<Fraction> mInv = new DenseFieldMatrix<Fraction>(testDataInv);
+        DenseFieldMatrix<Fraction> identity = new DenseFieldMatrix<Fraction>(id);
+        DenseFieldMatrix<Fraction> m2 = new DenseFieldMatrix<Fraction>(testData2);
+        TestUtils.assertEquals(m.multiply(mInv), identity);
+        TestUtils.assertEquals(mInv.multiply(m), identity);
+        TestUtils.assertEquals(m.multiply(identity), m);
+        TestUtils.assertEquals(identity.multiply(mInv), mInv);
+        TestUtils.assertEquals(m2.multiply(identity), m2); 
+        try {
+            m.multiply(new DenseFieldMatrix<Fraction>(bigSingular));
+            fail("Expecting illegalArgumentException");
+        } catch (IllegalArgumentException ex) {
+            // expected
+        }      
+    }
+
+    public void testSeveralBlocks() {
+
+        FieldMatrix<Fraction> m =
+            new DenseFieldMatrix<Fraction>(FractionField.getInstance(), 37, 41);
+        for (int i = 0; i < m.getRowDimension(); ++i) {
+            for (int j = 0; j < m.getColumnDimension(); ++j) {
+                m.setEntry(i, j, new Fraction(i * 11 + j, 11));
+            }
+        }
+
+        FieldMatrix<Fraction> mT = m.transpose();
+        assertEquals(m.getRowDimension(), mT.getColumnDimension());
+        assertEquals(m.getColumnDimension(), mT.getRowDimension());
+        for (int i = 0; i < mT.getRowDimension(); ++i) {
+            for (int j = 0; j < mT.getColumnDimension(); ++j) {
+                assertEquals(m.getEntry(j, i), mT.getEntry(i, j));
+            }
+        }
+
+        FieldMatrix<Fraction> mPm = m.add(m);
+        for (int i = 0; i < mPm.getRowDimension(); ++i) {
+            for (int j = 0; j < mPm.getColumnDimension(); ++j) {
+                assertEquals(m.getEntry(i, j).multiply(new Fraction(2)), mPm.getEntry(i, j));
+            }
+        }
+
+        FieldMatrix<Fraction> mPmMm = mPm.subtract(m);
+        for (int i = 0; i < mPmMm.getRowDimension(); ++i) {
+            for (int j = 0; j < mPmMm.getColumnDimension(); ++j) {
+                assertEquals(m.getEntry(i, j), mPmMm.getEntry(i, j));
+            }
+        }
+
+        FieldMatrix<Fraction> mTm = mT.multiply(m);
+        for (int i = 0; i < mTm.getRowDimension(); ++i) {
+            for (int j = 0; j < mTm.getColumnDimension(); ++j) {
+                Fraction sum = Fraction.ZERO;
+                for (int k = 0; k < mT.getColumnDimension(); ++k) {
+                    sum = sum.add(new Fraction(k * 11 + i, 11).multiply(new Fraction(k * 11 + j, 11)));
+                }
+                assertEquals(sum, mTm.getEntry(i, j));
+            }
+        }
+
+        FieldMatrix<Fraction> mmT = m.multiply(mT);
+        for (int i = 0; i < mmT.getRowDimension(); ++i) {
+            for (int j = 0; j < mmT.getColumnDimension(); ++j) {
+                Fraction sum = Fraction.ZERO;
+                for (int k = 0; k < m.getColumnDimension(); ++k) {
+                    sum = sum.add(new Fraction(i * 11 + k, 11).multiply(new Fraction(j * 11 + k, 11)));
+                }
+                assertEquals(sum, mmT.getEntry(i, j));
+            }
+        }
+
+        FieldMatrix<Fraction> sub1 = m.getSubMatrix(2, 9, 5, 20);
+        for (int i = 0; i < sub1.getRowDimension(); ++i) {
+            for (int j = 0; j < sub1.getColumnDimension(); ++j) {
+                assertEquals(new Fraction((i + 2) * 11 + (j + 5), 11), sub1.getEntry(i, j));
+            }
+        }
+
+        FieldMatrix<Fraction> sub2 = m.getSubMatrix(10, 12, 3, 40);
+        for (int i = 0; i < sub2.getRowDimension(); ++i) {
+            for (int j = 0; j < sub2.getColumnDimension(); ++j) {
+                assertEquals(new Fraction((i + 10) * 11 + (j + 3), 11), sub2.getEntry(i, j));
+            }
+        }
+
+        FieldMatrix<Fraction> sub3 = m.getSubMatrix(30, 34, 0, 5);
+        for (int i = 0; i < sub3.getRowDimension(); ++i) {
+            for (int j = 0; j < sub3.getColumnDimension(); ++j) {
+                assertEquals(new Fraction((i + 30) * 11 + (j + 0), 11), sub3.getEntry(i, j));
+            }
+        }
+
+        FieldMatrix<Fraction> sub4 = m.getSubMatrix(30, 32, 32, 35);
+        for (int i = 0; i < sub4.getRowDimension(); ++i) {
+            for (int j = 0; j < sub4.getColumnDimension(); ++j) {
+                assertEquals(new Fraction((i + 30) * 11 + (j + 32), 11), sub4.getEntry(i, j));
+            }
+        }
+
+    }
+
+    //Additional Test for DenseFieldMatrix<Fraction>Test.testMultiply
+
+    private Fraction[][] d3 = new Fraction[][] {
+            {new Fraction(1),new Fraction(2),new Fraction(3),new Fraction(4)},
+            {new Fraction(5),new Fraction(6),new Fraction(7),new Fraction(8)}
+    };
+    private Fraction[][] d4 = new Fraction[][] {
+            {new Fraction(1)},
+            {new Fraction(2)},
+            {new Fraction(3)},
+            {new Fraction(4)}
+    };
+    private Fraction[][] d5 = new Fraction[][] {{new Fraction(30)},{new Fraction(70)}};
+     
+    public void testMultiply2() { 
+       FieldMatrix<Fraction> m3 = new DenseFieldMatrix<Fraction>(d3);   
+       FieldMatrix<Fraction> m4 = new DenseFieldMatrix<Fraction>(d4);
+       FieldMatrix<Fraction> m5 = new DenseFieldMatrix<Fraction>(d5);
+       TestUtils.assertEquals(m3.multiply(m4), m5);
+   }  
+        
+    /** test trace */
+    public void testTrace() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(id);
+        assertEquals(new Fraction(3),m.getTrace());
+        m = new DenseFieldMatrix<Fraction>(testData2);
+        try {
+            m.getTrace();
+            fail("Expecting NonSquareMatrixException");
+        } catch (NonSquareMatrixException ex) {
+            // ignored
+        }      
+    }
+    
+    /** test scalarAdd */
+    public void testScalarAdd() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        TestUtils.assertEquals(new DenseFieldMatrix<Fraction>(testDataPlus2),
+                               m.scalarAdd(new Fraction(2)));
+    }
+                    
+    /** test operate */
+    public void testOperate() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(id);
+        TestUtils.assertEquals(testVector, m.operate(testVector));
+        TestUtils.assertEquals(testVector, m.operate(new FieldVectorImpl<Fraction>(testVector)).getData());
+        m = new DenseFieldMatrix<Fraction>(bigSingular);
+        try {
+            m.operate(testVector);
+            fail("Expecting illegalArgumentException");
+        } catch (IllegalArgumentException ex) {
+            // ignored
+        }      
+    }
+
+    public void testOperateLarge() {
+        int p = (3 * DenseFieldMatrix.BLOCK_SIZE) / 2;
+        int q = (5 * DenseFieldMatrix.BLOCK_SIZE) / 2;
+        int r =  2 * DenseFieldMatrix.BLOCK_SIZE;
+        Random random = new Random(111007463902334l);
+        FieldMatrix<Fraction> m1 = createRandomMatrix(random, p, q);
+        FieldMatrix<Fraction> m2 = createRandomMatrix(random, q, r);
+        FieldMatrix<Fraction> m1m2 = m1.multiply(m2);
+        for (int i = 0; i < r; ++i) {
+            TestUtils.assertEquals(m1m2.getColumn(i), m1.operate(m2.getColumn(i)));
+        }
+    }
+
+    public void testOperatePremultiplyLarge() {
+        int p = (3 * DenseFieldMatrix.BLOCK_SIZE) / 2;
+        int q = (5 * DenseFieldMatrix.BLOCK_SIZE) / 2;
+        int r =  2 * DenseFieldMatrix.BLOCK_SIZE;
+        Random random = new Random(111007463902334l);
+        FieldMatrix<Fraction> m1 = createRandomMatrix(random, p, q);
+        FieldMatrix<Fraction> m2 = createRandomMatrix(random, q, r);
+        FieldMatrix<Fraction> m1m2 = m1.multiply(m2);
+        for (int i = 0; i < p; ++i) {
+            TestUtils.assertEquals(m1m2.getRow(i), m2.preMultiply(m1.getRow(i)));
+        }
+    }
+
+    /** test issue MATH-209 */
+    public void testMath209() {
+        FieldMatrix<Fraction> a = new DenseFieldMatrix<Fraction>(new Fraction[][] {
+                { new Fraction(1), new Fraction(2) },
+                { new Fraction(3), new Fraction(4) },
+                { new Fraction(5), new Fraction(6) }
+        });
+        Fraction[] b = a.operate(new Fraction[] { new Fraction(1), new Fraction(1) });
+        assertEquals(a.getRowDimension(), b.length);
+        assertEquals( new Fraction(3), b[0]);
+        assertEquals( new Fraction(7), b[1]);
+        assertEquals(new Fraction(11), b[2]);
+    }
+    
+    /** test transpose */
+    public void testTranspose() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData); 
+        FieldMatrix<Fraction> mIT = new FieldLUDecompositionImpl<Fraction>(m).getSolver().getInverse().transpose();
+        FieldMatrix<Fraction> mTI = new FieldLUDecompositionImpl<Fraction>(m.transpose()).getSolver().getInverse();
+        TestUtils.assertEquals(mIT, mTI);
+        m = new DenseFieldMatrix<Fraction>(testData2);
+        FieldMatrix<Fraction> mt = new DenseFieldMatrix<Fraction>(testData2T);
+        TestUtils.assertEquals(mt, m.transpose());
+    }
+    
+    /** test preMultiply by vector */
+    public void testPremultiplyVector() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        TestUtils.assertEquals(m.preMultiply(testVector), preMultTest);
+        TestUtils.assertEquals(m.preMultiply(new FieldVectorImpl<Fraction>(testVector).getData()),
+                               preMultTest);
+        m = new DenseFieldMatrix<Fraction>(bigSingular);
+        try {
+            m.preMultiply(testVector);
+            fail("expecting IllegalArgumentException");
+        } catch (IllegalArgumentException ex) {
+            // ignored
+        }
+    }
+    
+    public void testPremultiply() {
+        FieldMatrix<Fraction> m3 = new DenseFieldMatrix<Fraction>(d3);   
+        FieldMatrix<Fraction> m4 = new DenseFieldMatrix<Fraction>(d4);
+        FieldMatrix<Fraction> m5 = new DenseFieldMatrix<Fraction>(d5);
+        TestUtils.assertEquals(m4.preMultiply(m3), m5);
+        
+        DenseFieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        DenseFieldMatrix<Fraction> mInv = new DenseFieldMatrix<Fraction>(testDataInv);
+        DenseFieldMatrix<Fraction> identity = new DenseFieldMatrix<Fraction>(id);
+        TestUtils.assertEquals(m.preMultiply(mInv), identity);
+        TestUtils.assertEquals(mInv.preMultiply(m), identity);
+        TestUtils.assertEquals(m.preMultiply(identity), m);
+        TestUtils.assertEquals(identity.preMultiply(mInv), mInv);
+        try {
+            m.preMultiply(new DenseFieldMatrix<Fraction>(bigSingular));
+            fail("Expecting illegalArgumentException");
+        } catch (IllegalArgumentException ex) {
+            // ignored
+        }      
+    }
+    
+    public void testGetVectors() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        TestUtils.assertEquals(m.getRow(0), testDataRow1);
+        TestUtils.assertEquals(m.getColumn(2), testDataCol3);
+        try {
+            m.getRow(10);
+            fail("expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // ignored
+        }
+        try {
+            m.getColumn(-1);
+            fail("expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // ignored
+        }
+    }
+    
+    public void testGetEntry() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        assertEquals(m.getEntry(0,1),new Fraction(2));
+        try {
+            m.getEntry(10, 4);
+            fail ("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+    }
+        
+    /** test examples in user guide */
+    public void testExamples() {
+        // Create a real matrix with two rows and three columns
+        Fraction[][] matrixData = {
+                {new Fraction(1),new Fraction(2),new Fraction(3)},
+                {new Fraction(2),new Fraction(5),new Fraction(3)}
+        };
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(matrixData);
+        // One more with three rows, two columns
+        Fraction[][] matrixData2 = {
+                {new Fraction(1),new Fraction(2)},
+                {new Fraction(2),new Fraction(5)},
+                {new Fraction(1), new Fraction(7)}
+        };
+        FieldMatrix<Fraction> n = new DenseFieldMatrix<Fraction>(matrixData2);
+        // Now multiply m by n
+        FieldMatrix<Fraction> p = m.multiply(n);
+        assertEquals(2, p.getRowDimension());
+        assertEquals(2, p.getColumnDimension());
+        // Invert p
+        FieldMatrix<Fraction> pInverse = new FieldLUDecompositionImpl<Fraction>(p).getSolver().getInverse(); 
+        assertEquals(2, pInverse.getRowDimension());
+        assertEquals(2, pInverse.getColumnDimension());
+        
+        // Solve example
+        Fraction[][] coefficientsData = {
+                {new Fraction(2), new Fraction(3), new Fraction(-2)},
+                {new Fraction(-1), new Fraction(7), new Fraction(6)},
+                {new Fraction(4), new Fraction(-3), new Fraction(-5)}
+        };
+        FieldMatrix<Fraction> coefficients = new DenseFieldMatrix<Fraction>(coefficientsData);
+        Fraction[] constants = {new Fraction(1), new Fraction(-2), new Fraction(1)};
+        Fraction[] solution = new FieldLUDecompositionImpl<Fraction>(coefficients).getSolver().solve(constants);
+        assertEquals(new Fraction(2).multiply(solution[0]).
+                     add(new Fraction(3).multiply(solution[1])).
+                     subtract(new Fraction(2).multiply(solution[2])),
+                     constants[0]);
+        assertEquals(new Fraction(-1).multiply(solution[0]).
+                     add(new Fraction(7).multiply(solution[1])).
+                     add(new Fraction(6).multiply(solution[2])),
+                     constants[1]);
+        assertEquals(new Fraction(4).multiply(solution[0]).
+                     subtract(new Fraction(3).multiply(solution[1])).
+                     subtract(new Fraction(5).multiply(solution[2])),
+                     constants[2]);   
+        
+    }
+    
+    // test submatrix accessors
+    public void testGetSubMatrix() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        checkGetSubMatrix(m, subRows23Cols00,  2 , 3 , 0, 0, false);
+        checkGetSubMatrix(m, subRows00Cols33,  0 , 0 , 3, 3, false);
+        checkGetSubMatrix(m, subRows01Cols23,  0 , 1 , 2, 3, false);   
+        checkGetSubMatrix(m, subRows02Cols13,  new int[] { 0, 2 }, new int[] { 1, 3 },    false);  
+        checkGetSubMatrix(m, subRows03Cols12,  new int[] { 0, 3 }, new int[] { 1, 2 },    false);  
+        checkGetSubMatrix(m, subRows03Cols123, new int[] { 0, 3 }, new int[] { 1, 2, 3 }, false); 
+        checkGetSubMatrix(m, subRows20Cols123, new int[] { 2, 0 }, new int[] { 1, 2, 3 }, false); 
+        checkGetSubMatrix(m, subRows31Cols31,  new int[] { 3, 1 }, new int[] { 3, 1 },    false); 
+        checkGetSubMatrix(m, subRows31Cols31,  new int[] { 3, 1 }, new int[] { 3, 1 },    false); 
+        checkGetSubMatrix(m, null,  1, 0, 2, 4, true);
+        checkGetSubMatrix(m, null, -1, 1, 2, 2, true);
+        checkGetSubMatrix(m, null,  1, 0, 2, 2, true);
+        checkGetSubMatrix(m, null,  1, 0, 2, 4, true);
+        checkGetSubMatrix(m, null, new int[] {},    new int[] { 0 }, true);
+        checkGetSubMatrix(m, null, new int[] { 0 }, new int[] { 4 }, true);
+    }
+
+    private void checkGetSubMatrix(FieldMatrix<Fraction> m, Fraction[][] reference,
+                                   int startRow, int endRow, int startColumn, int endColumn,
+                                   boolean mustFail) {
+        try {
+            FieldMatrix<Fraction> sub = m.getSubMatrix(startRow, endRow, startColumn, endColumn);
+            assertEquals(new DenseFieldMatrix<Fraction>(reference), sub);
+            if (mustFail) {
+                fail("Expecting MatrixIndexException");
+            }
+        } catch (MatrixIndexException e) {
+            if (!mustFail) {
+                throw e;
+            }
+        }
+    }
+    
+    private void checkGetSubMatrix(FieldMatrix<Fraction> m, Fraction[][] reference,
+                                   int[] selectedRows, int[] selectedColumns,
+                                   boolean mustFail) {
+        try {
+            FieldMatrix<Fraction> sub = m.getSubMatrix(selectedRows, selectedColumns);
+            assertEquals(new DenseFieldMatrix<Fraction>(reference), sub);
+            if (mustFail) {
+                fail("Expecting MatrixIndexException");
+            }
+        } catch (MatrixIndexException e) {
+            if (!mustFail) {
+                throw e;
+            }
+        }
+    }
+
+    public void testGetSetMatrixLarge() {
+        int n = 3 * DenseFieldMatrix.BLOCK_SIZE;
+        FieldMatrix<Fraction> m =
+            new DenseFieldMatrix<Fraction>(FractionField.getInstance(), n, n);
+        FieldMatrix<Fraction> sub =
+            new DenseFieldMatrix<Fraction>(FractionField.getInstance(), n - 4, n - 4).scalarAdd(new Fraction(1));
+
+        m.setSubMatrix(sub.getData(), 2, 2);
+        for (int i = 0; i < n; ++i) {
+            for (int j = 0; j < n; ++j) {
+                if ((i < 2) || (i > n - 3) || (j < 2) || (j > n - 3)) {
+                    assertEquals(new Fraction(0), m.getEntry(i, j));
+                } else {
+                    assertEquals(new Fraction(1), m.getEntry(i, j));
+                }
+            }
+        }
+        assertEquals(sub, m.getSubMatrix(2, n - 3, 2, n - 3));
+
+    }
+
+    public void testCopySubMatrix() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        checkCopy(m, subRows23Cols00,  2 , 3 , 0, 0, false);
+        checkCopy(m, subRows00Cols33,  0 , 0 , 3, 3, false);
+        checkCopy(m, subRows01Cols23,  0 , 1 , 2, 3, false);   
+        checkCopy(m, subRows02Cols13,  new int[] { 0, 2 }, new int[] { 1, 3 },    false);  
+        checkCopy(m, subRows03Cols12,  new int[] { 0, 3 }, new int[] { 1, 2 },    false);  
+        checkCopy(m, subRows03Cols123, new int[] { 0, 3 }, new int[] { 1, 2, 3 }, false); 
+        checkCopy(m, subRows20Cols123, new int[] { 2, 0 }, new int[] { 1, 2, 3 }, false); 
+        checkCopy(m, subRows31Cols31,  new int[] { 3, 1 }, new int[] { 3, 1 },    false); 
+        checkCopy(m, subRows31Cols31,  new int[] { 3, 1 }, new int[] { 3, 1 },    false); 
+        
+        checkCopy(m, null,  1, 0, 2, 4, true);
+        checkCopy(m, null, -1, 1, 2, 2, true);
+        checkCopy(m, null,  1, 0, 2, 2, true);
+        checkCopy(m, null,  1, 0, 2, 4, true);
+        checkCopy(m, null, new int[] {},    new int[] { 0 }, true);
+        checkCopy(m, null, new int[] { 0 }, new int[] { 4 }, true);
+    }
+
+    private void checkCopy(FieldMatrix<Fraction> m, Fraction[][] reference,
+                           int startRow, int endRow, int startColumn, int endColumn,
+                           boolean mustFail) {
+        try {
+            Fraction[][] sub = (reference == null) ?
+                             new Fraction[1][1] :
+                             new Fraction[reference.length][reference[0].length];
+            m.copySubMatrix(startRow, endRow, startColumn, endColumn, sub);
+            assertEquals(new DenseFieldMatrix<Fraction>(reference), new DenseFieldMatrix<Fraction>(sub));
+            if (mustFail) {
+                fail("Expecting MatrixIndexException");
+            }
+        } catch (MatrixIndexException e) {
+            if (!mustFail) {
+                throw e;
+            }
+        }
+    }
+    
+    private void checkCopy(FieldMatrix<Fraction> m, Fraction[][] reference,
+                           int[] selectedRows, int[] selectedColumns,
+                           boolean mustFail) {
+        try {
+            Fraction[][] sub = (reference == null) ?
+                    new Fraction[1][1] :
+                    new Fraction[reference.length][reference[0].length];
+            m.copySubMatrix(selectedRows, selectedColumns, sub);
+            assertEquals(new DenseFieldMatrix<Fraction>(reference), new DenseFieldMatrix<Fraction>(sub));
+            if (mustFail) {
+                fail("Expecting MatrixIndexException");
+            }
+        } catch (MatrixIndexException e) {
+            if (!mustFail) {
+                throw e;
+            }
+        }
+    }
+
+    public void testGetRowMatrix() {
+        FieldMatrix<Fraction> m     = new DenseFieldMatrix<Fraction>(subTestData);
+        FieldMatrix<Fraction> mRow0 = new DenseFieldMatrix<Fraction>(subRow0);
+        FieldMatrix<Fraction> mRow3 = new DenseFieldMatrix<Fraction>(subRow3);
+        assertEquals("Row0", mRow0, m.getRowMatrix(0));
+        assertEquals("Row3", mRow3, m.getRowMatrix(3));
+        try {
+            m.getRowMatrix(-1);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.getRowMatrix(4);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+    }
+
+    public void testSetRowMatrix() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        FieldMatrix<Fraction> mRow3 = new DenseFieldMatrix<Fraction>(subRow3);
+        assertNotSame(mRow3, m.getRowMatrix(0));
+        m.setRowMatrix(0, mRow3);
+        assertEquals(mRow3, m.getRowMatrix(0));
+        try {
+            m.setRowMatrix(-1, mRow3);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.setRowMatrix(0, m);
+            fail("Expecting InvalidMatrixException");
+        } catch (InvalidMatrixException ex) {
+            // expected
+        }
+    }
+    
+    public void testGetSetRowMatrixLarge() {
+        int n = 3 * DenseFieldMatrix.BLOCK_SIZE;
+        FieldMatrix<Fraction> m =
+            new DenseFieldMatrix<Fraction>(FractionField.getInstance(), n, n);
+        FieldMatrix<Fraction> sub =
+            new DenseFieldMatrix<Fraction>(FractionField.getInstance(), 1, n).scalarAdd(new Fraction(1));
+
+        m.setRowMatrix(2, sub);
+        for (int i = 0; i < n; ++i) {
+            for (int j = 0; j < n; ++j) {
+                if (i != 2) {
+                    assertEquals(new Fraction(0), m.getEntry(i, j));
+                } else {
+                    assertEquals(new Fraction(1), m.getEntry(i, j));
+                }
+            }
+        }
+        assertEquals(sub, m.getRowMatrix(2));
+
+    }
+    
+    public void testGetColumnMatrix() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        FieldMatrix<Fraction> mColumn1 = new DenseFieldMatrix<Fraction>(subColumn1);
+        FieldMatrix<Fraction> mColumn3 = new DenseFieldMatrix<Fraction>(subColumn3);
+        assertEquals(mColumn1, m.getColumnMatrix(1));
+        assertEquals(mColumn3, m.getColumnMatrix(3));
+        try {
+            m.getColumnMatrix(-1);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.getColumnMatrix(4);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+    }
+
+    public void testSetColumnMatrix() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        FieldMatrix<Fraction> mColumn3 = new DenseFieldMatrix<Fraction>(subColumn3);
+        assertNotSame(mColumn3, m.getColumnMatrix(1));
+        m.setColumnMatrix(1, mColumn3);
+        assertEquals(mColumn3, m.getColumnMatrix(1));
+        try {
+            m.setColumnMatrix(-1, mColumn3);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.setColumnMatrix(0, m);
+            fail("Expecting InvalidMatrixException");
+        } catch (InvalidMatrixException ex) {
+            // expected
+        }
+    }
+
+    public void testGetSetColumnMatrixLarge() {
+        int n = 3 * DenseFieldMatrix.BLOCK_SIZE;
+        FieldMatrix<Fraction> m =
+            new DenseFieldMatrix<Fraction>(FractionField.getInstance(), n, n);
+        FieldMatrix<Fraction> sub =
+            new DenseFieldMatrix<Fraction>(FractionField.getInstance(), n, 1).scalarAdd(new Fraction(1));
+
+        m.setColumnMatrix(2, sub);
+        for (int i = 0; i < n; ++i) {
+            for (int j = 0; j < n; ++j) {
+                if (j != 2) {
+                    assertEquals(new Fraction(0), m.getEntry(i, j));
+                } else {
+                    assertEquals(new Fraction(1), m.getEntry(i, j));
+                }
+            }
+        }
+        assertEquals(sub, m.getColumnMatrix(2));
+
+    }
+    
+    public void testGetRowVector() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        FieldVector<Fraction> mRow0 = new FieldVectorImpl<Fraction>(subRow0[0]);
+        FieldVector<Fraction> mRow3 = new FieldVectorImpl<Fraction>(subRow3[0]);
+        assertEquals(mRow0, m.getRowVector(0));
+        assertEquals(mRow3, m.getRowVector(3));
+        try {
+            m.getRowVector(-1);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.getRowVector(4);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+    }
+
+    public void testSetRowVector() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        FieldVector<Fraction> mRow3 = new FieldVectorImpl<Fraction>(subRow3[0]);
+        assertNotSame(mRow3, m.getRowMatrix(0));
+        m.setRowVector(0, mRow3);
+        assertEquals(mRow3, m.getRowVector(0));
+        try {
+            m.setRowVector(-1, mRow3);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.setRowVector(0, new FieldVectorImpl<Fraction>(FractionField.getInstance(), 5));
+            fail("Expecting InvalidMatrixException");
+        } catch (InvalidMatrixException ex) {
+            // expected
+        }
+    }
+
+    public void testGetSetRowVectorLarge() {
+        int n = 3 * DenseFieldMatrix.BLOCK_SIZE;
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), n, n);
+        FieldVector<Fraction> sub = new FieldVectorImpl<Fraction>(n, new Fraction(1));
+
+        m.setRowVector(2, sub);
+        for (int i = 0; i < n; ++i) {
+            for (int j = 0; j < n; ++j) {
+                if (i != 2) {
+                    assertEquals(new Fraction(0), m.getEntry(i, j));
+                } else {
+                    assertEquals(new Fraction(1), m.getEntry(i, j));
+                }
+            }
+        }
+        assertEquals(sub, m.getRowVector(2));
+
+    }
+    
+    public void testGetColumnVector() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        FieldVector<Fraction> mColumn1 = columnToVector(subColumn1);
+        FieldVector<Fraction> mColumn3 = columnToVector(subColumn3);
+        assertEquals(mColumn1, m.getColumnVector(1));
+        assertEquals(mColumn3, m.getColumnVector(3));
+        try {
+            m.getColumnVector(-1);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.getColumnVector(4);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+    }
+
+    public void testSetColumnVector() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        FieldVector<Fraction> mColumn3 = columnToVector(subColumn3);
+        assertNotSame(mColumn3, m.getColumnVector(1));
+        m.setColumnVector(1, mColumn3);
+        assertEquals(mColumn3, m.getColumnVector(1));
+        try {
+            m.setColumnVector(-1, mColumn3);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.setColumnVector(0, new FieldVectorImpl<Fraction>(FractionField.getInstance(), 5));
+            fail("Expecting InvalidMatrixException");
+        } catch (InvalidMatrixException ex) {
+            // expected
+        }
+    }
+
+    public void testGetSetColumnVectorLarge() {
+        int n = 3 * DenseFieldMatrix.BLOCK_SIZE;
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), n, n);
+        FieldVector<Fraction> sub = new FieldVectorImpl<Fraction>(n, new Fraction(1));
+
+        m.setColumnVector(2, sub);
+        for (int i = 0; i < n; ++i) {
+            for (int j = 0; j < n; ++j) {
+                if (j != 2) {
+                    assertEquals(new Fraction(0), m.getEntry(i, j));
+                } else {
+                    assertEquals(new Fraction(1), m.getEntry(i, j));
+                }
+            }
+        }
+        assertEquals(sub, m.getColumnVector(2));
+
+    }
+    
+    private FieldVector<Fraction> columnToVector(Fraction[][] column) {
+        Fraction[] data = new Fraction[column.length];
+        for (int i = 0; i < data.length; ++i) {
+            data[i] = column[i][0];
+        }
+        return new FieldVectorImpl<Fraction>(data, false);
+    }
+
+    public void testGetRow() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        checkArrays(subRow0[0], m.getRow(0));
+        checkArrays(subRow3[0], m.getRow(3));
+        try {
+            m.getRow(-1);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.getRow(4);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+    }
+
+    public void testSetRow() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        assertTrue(subRow3[0][0] != m.getRow(0)[0]);
+        m.setRow(0, subRow3[0]);
+        checkArrays(subRow3[0], m.getRow(0));
+        try {
+            m.setRow(-1, subRow3[0]);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.setRow(0, new Fraction[5]);
+            fail("Expecting InvalidMatrixException");
+        } catch (InvalidMatrixException ex) {
+            // expected
+        }
+    }
+
+    public void testGetSetRowLarge() {
+        int n = 3 * DenseFieldMatrix.BLOCK_SIZE;
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), n, n);
+        Fraction[] sub = new Fraction[n];
+        Arrays.fill(sub, new Fraction(1));
+
+        m.setRow(2, sub);
+        for (int i = 0; i < n; ++i) {
+            for (int j = 0; j < n; ++j) {
+                if (i != 2) {
+                    assertEquals(new Fraction(0), m.getEntry(i, j));
+                } else {
+                    assertEquals(new Fraction(1), m.getEntry(i, j));
+                }
+            }
+        }
+        checkArrays(sub, m.getRow(2));
+
+    }
+    
+    public void testGetColumn() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        Fraction[] mColumn1 = columnToArray(subColumn1);
+        Fraction[] mColumn3 = columnToArray(subColumn3);
+        checkArrays(mColumn1, m.getColumn(1));
+        checkArrays(mColumn3, m.getColumn(3));
+        try {
+            m.getColumn(-1);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.getColumn(4);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+    }
+
+    public void testSetColumn() {
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(subTestData);
+        Fraction[] mColumn3 = columnToArray(subColumn3);
+        assertTrue(mColumn3[0] != m.getColumn(1)[0]);
+        m.setColumn(1, mColumn3);
+        checkArrays(mColumn3, m.getColumn(1));
+        try {
+            m.setColumn(-1, mColumn3);
+            fail("Expecting MatrixIndexException");
+        } catch (MatrixIndexException ex) {
+            // expected
+        }
+        try {
+            m.setColumn(0, new Fraction[5]);
+            fail("Expecting InvalidMatrixException");
+        } catch (InvalidMatrixException ex) {
+            // expected
+        }
+    }
+
+    public void testGetSetColumnLarge() {
+        int n = 3 * DenseFieldMatrix.BLOCK_SIZE;
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), n, n);
+        Fraction[] sub = new Fraction[n];
+        Arrays.fill(sub, new Fraction(1));
+
+        m.setColumn(2, sub);
+        for (int i = 0; i < n; ++i) {
+            for (int j = 0; j < n; ++j) {
+                if (j != 2) {
+                    assertEquals(new Fraction(0), m.getEntry(i, j));
+                } else {
+                    assertEquals(new Fraction(1), m.getEntry(i, j));
+                }
+            }
+        }
+        checkArrays(sub, m.getColumn(2));
+
+    }
+    
+    private Fraction[] columnToArray(Fraction[][] column) {
+        Fraction[] data = new Fraction[column.length];
+        for (int i = 0; i < data.length; ++i) {
+            data[i] = column[i][0];
+        }
+        return data;
+    }
+
+    private void checkArrays(Fraction[] expected, Fraction[] actual) {
+        assertEquals(expected.length, actual.length);
+        for (int i = 0; i < expected.length; ++i) {
+            assertEquals(expected[i], actual[i]);            
+        }
+    }
+    
+    public void testEqualsAndHashCode() {
+        DenseFieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        DenseFieldMatrix<Fraction> m1 = (DenseFieldMatrix<Fraction>) m.copy();
+        DenseFieldMatrix<Fraction> mt = (DenseFieldMatrix<Fraction>) m.transpose();
+        assertTrue(m.hashCode() != mt.hashCode());
+        assertEquals(m.hashCode(), m1.hashCode());
+        assertEquals(m, m);
+        assertEquals(m, m1);
+        assertFalse(m.equals(null));
+        assertFalse(m.equals(mt));
+        assertFalse(m.equals(new DenseFieldMatrix<Fraction>(bigSingular))); 
+    }
+    
+    public void testToString() {
+        DenseFieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        assertEquals("DenseFieldMatrix{{1,2,3},{2,5,3},{1,0,8}}", m.toString());
+    }
+    
+    public void testSetSubMatrix() throws Exception {
+        DenseFieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(testData);
+        m.setSubMatrix(detData2,1,1);
+        FieldMatrix<Fraction> expected = new DenseFieldMatrix<Fraction>
+            (new Fraction[][] {{new Fraction(1),new Fraction(2),new Fraction(3)},{new Fraction(2),new Fraction(1),new Fraction(3)},{new Fraction(1),new Fraction(2),new Fraction(4)}});
+        assertEquals(expected, m);  
+        
+        m.setSubMatrix(detData2,0,0);
+        expected = new DenseFieldMatrix<Fraction>
+            (new Fraction[][] {{new Fraction(1),new Fraction(3),new Fraction(3)},{new Fraction(2),new Fraction(4),new Fraction(3)},{new Fraction(1),new Fraction(2),new Fraction(4)}});
+        assertEquals(expected, m);  
+        
+        m.setSubMatrix(testDataPlus2,0,0);      
+        expected = new DenseFieldMatrix<Fraction>
+            (new Fraction[][] {{new Fraction(3),new Fraction(4),new Fraction(5)},{new Fraction(4),new Fraction(7),new Fraction(5)},{new Fraction(3),new Fraction(2),new Fraction(10)}});
+        assertEquals(expected, m);   
+        
+        // javadoc example
+        DenseFieldMatrix<Fraction> matrix =
+            new DenseFieldMatrix<Fraction>(new Fraction[][] {
+                    {new Fraction(1), new Fraction(2), new Fraction(3), new Fraction(4)},
+                    {new Fraction(5), new Fraction(6), new Fraction(7), new Fraction(8)},
+                    {new Fraction(9), new Fraction(0), new Fraction(1) , new Fraction(2)}
+            });
+        matrix.setSubMatrix(new Fraction[][] {
+                {new Fraction(3), new Fraction(4)},
+                {new Fraction(5), new Fraction(6)}
+        }, 1, 1);
+        expected =
+            new DenseFieldMatrix<Fraction>(new Fraction[][] {
+                    {new Fraction(1), new Fraction(2), new Fraction(3),new Fraction(4)},
+                    {new Fraction(5), new Fraction(3), new Fraction(4), new Fraction(8)},
+                    {new Fraction(9), new Fraction(5) ,new Fraction(6), new Fraction(2)}
+            });
+        assertEquals(expected, matrix);   
+
+        // dimension overflow
+        try {  
+            m.setSubMatrix(testData,1,1);
+            fail("expecting MatrixIndexException");
+        } catch (MatrixIndexException e) {
+            // expected
+        }
+        // dimension underflow
+        try {  
+            m.setSubMatrix(testData,-1,1);
+            fail("expecting MatrixIndexException");
+        } catch (MatrixIndexException e) {
+            // expected
+        }
+        try {  
+            m.setSubMatrix(testData,1,-1);
+            fail("expecting MatrixIndexException");
+        } catch (MatrixIndexException e) {
+            // expected
+        }
+        
+        // null
+        try {
+            m.setSubMatrix(null,1,1);
+            fail("expecting NullPointerException");
+        } catch (NullPointerException e) {
+            // expected
+        }
+        
+        // ragged
+        try {
+            m.setSubMatrix(new Fraction[][] {{new Fraction(1)}, {new Fraction(2), new Fraction(3)}}, 0, 0);
+            fail("expecting IllegalArgumentException");
+        } catch (IllegalArgumentException e) {
+            // expected
+        }
+       
+        // empty
+        try {
+            m.setSubMatrix(new Fraction[][] {{}}, 0, 0);
+            fail("expecting IllegalArgumentException");
+        } catch (IllegalArgumentException e) {
+            // expected
+        }
+        
+    }
+
+    public void testWalk() {
+        int rows    = 150;
+        int columns = 75;
+
+        FieldMatrix<Fraction> m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), rows, columns);
+        m.walkInRowOrder(new SetVisitor());
+        GetVisitor getVisitor = new GetVisitor();
+        m.walkInOptimizedOrder(getVisitor);
+        assertEquals(rows * columns, getVisitor.getCount());
+
+        m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), rows, columns);
+        m.walkInRowOrder(new SetVisitor(), 1, rows - 2, 1, columns - 2);
+        getVisitor = new GetVisitor();
+        m.walkInOptimizedOrder(getVisitor, 1, rows - 2, 1, columns - 2);
+        assertEquals((rows - 2) * (columns - 2), getVisitor.getCount());
+        for (int i = 0; i < rows; ++i) {
+            assertEquals(new Fraction(0), m.getEntry(i, 0));                    
+            assertEquals(new Fraction(0), m.getEntry(i, columns - 1));
+        }
+        for (int j = 0; j < columns; ++j) {
+            assertEquals(new Fraction(0), m.getEntry(0, j));                    
+            assertEquals(new Fraction(0), m.getEntry(rows - 1, j));
+        }
+
+        m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), rows, columns);
+        m.walkInColumnOrder(new SetVisitor());
+        getVisitor = new GetVisitor();
+        m.walkInOptimizedOrder(getVisitor);
+        assertEquals(rows * columns, getVisitor.getCount());
+
+        m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), rows, columns);
+        m.walkInColumnOrder(new SetVisitor(), 1, rows - 2, 1, columns - 2);
+        getVisitor = new GetVisitor();
+        m.walkInOptimizedOrder(getVisitor, 1, rows - 2, 1, columns - 2);
+        assertEquals((rows - 2) * (columns - 2), getVisitor.getCount());
+        for (int i = 0; i < rows; ++i) {
+            assertEquals(new Fraction(0), m.getEntry(i, 0));                    
+            assertEquals(new Fraction(0), m.getEntry(i, columns - 1));
+        }
+        for (int j = 0; j < columns; ++j) {
+            assertEquals(new Fraction(0), m.getEntry(0, j));                    
+            assertEquals(new Fraction(0), m.getEntry(rows - 1, j));
+        }
+
+        m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), rows, columns);
+        m.walkInOptimizedOrder(new SetVisitor());
+        getVisitor = new GetVisitor();
+        m.walkInRowOrder(getVisitor);
+        assertEquals(rows * columns, getVisitor.getCount());
+
+        m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), rows, columns);
+        m.walkInOptimizedOrder(new SetVisitor(), 1, rows - 2, 1, columns - 2);
+        getVisitor = new GetVisitor();
+        m.walkInRowOrder(getVisitor, 1, rows - 2, 1, columns - 2);
+        assertEquals((rows - 2) * (columns - 2), getVisitor.getCount());
+        for (int i = 0; i < rows; ++i) {
+            assertEquals(new Fraction(0), m.getEntry(i, 0));                    
+            assertEquals(new Fraction(0), m.getEntry(i, columns - 1));
+        }
+        for (int j = 0; j < columns; ++j) {
+            assertEquals(new Fraction(0), m.getEntry(0, j));                    
+            assertEquals(new Fraction(0), m.getEntry(rows - 1, j));
+        }
+
+        m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), rows, columns);
+        m.walkInOptimizedOrder(new SetVisitor());
+        getVisitor = new GetVisitor();
+        m.walkInColumnOrder(getVisitor);
+        assertEquals(rows * columns, getVisitor.getCount());
+
+        m = new DenseFieldMatrix<Fraction>(FractionField.getInstance(), rows, columns);
+        m.walkInOptimizedOrder(new SetVisitor(), 1, rows - 2, 1, columns - 2);
+        getVisitor = new GetVisitor();
+        m.walkInColumnOrder(getVisitor, 1, rows - 2, 1, columns - 2);
+        assertEquals((rows - 2) * (columns - 2), getVisitor.getCount());
+        for (int i = 0; i < rows; ++i) {
+            assertEquals(new Fraction(0), m.getEntry(i, 0));                    
+            assertEquals(new Fraction(0), m.getEntry(i, columns - 1));
+        }
+        for (int j = 0; j < columns; ++j) {
+            assertEquals(new Fraction(0), m.getEntry(0, j));                    
+            assertEquals(new Fraction(0), m.getEntry(rows - 1, j));
+        }
+
+    }
+    
+    private static class SetVisitor extends DefaultFieldMatrixChangingVisitor<Fraction> {
+        private static final long serialVersionUID = 6586716383170553060L;
+        public SetVisitor() {
+            super(Fraction.ZERO);
+        }
+        @Override
+        public Fraction visit(int i, int j, Fraction value) {
+            return new Fraction(i * 11 + j, 11);
+        }
+    }
+
+    private static class GetVisitor extends DefaultFieldMatrixPreservingVisitor<Fraction> {
+        private static final long serialVersionUID = 8363001284977267825L;
+        private int count;
+        public GetVisitor() {
+            super(Fraction.ZERO);
+            count = 0;
+        }
+        @Override
+        public void visit(int i, int j, Fraction value) {
+            ++count;
+            assertEquals(new Fraction(i * 11 + j, 11), value);
+        }
+        public int getCount() {
+            return count;
+        }
+    }
+
+    private DenseFieldMatrix<Fraction> createRandomMatrix(Random r, int rows, int columns) {
+        DenseFieldMatrix<Fraction> m =
+            new DenseFieldMatrix<Fraction>(FractionField.getInstance(), rows, columns);
+        for (int i = 0; i < rows; ++i) {
+            for (int j = 0; j < columns; ++j) {
+                int p = r.nextInt(20) - 10;
+                int q = r.nextInt(20) - 10;
+                if (q == 0) {
+                    q = 1;
+                }
+                m.setEntry(i, j, new Fraction(p, q));
+            }
+        }
+        return m;
+    }
+    
+}
+

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Propchange: commons/proper/math/trunk/src/test/org/apache/commons/math/linear/DenseFieldMatrixTest.java
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