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From sboi...@apache.org
Subject [09/67] [abbrv] ignite git commit: IGNITE-5000 Rename Ignite Math module to Ignite ML module added missed licenses renamed packages fixed wrong ml profile activation (cherry picked from commit d78e071)
Date Thu, 04 May 2017 13:37:13 GMT
http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixImplementationsTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixImplementationsTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixImplementationsTest.java
deleted file mode 100644
index 28abab7..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixImplementationsTest.java
+++ /dev/null
@@ -1,1113 +0,0 @@
-/*
- * 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.ignite.math.impls.matrix;
-
-import java.util.Arrays;
-import java.util.LinkedHashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.function.BiConsumer;
-import java.util.function.Supplier;
-import org.apache.ignite.math.ExternalizeTest;
-import org.apache.ignite.math.Matrix;
-import org.apache.ignite.math.Vector;
-import org.apache.ignite.math.exceptions.CardinalityException;
-import org.apache.ignite.math.exceptions.ColumnIndexException;
-import org.apache.ignite.math.exceptions.IndexException;
-import org.apache.ignite.math.exceptions.RowIndexException;
-import org.apache.ignite.math.exceptions.UnsupportedOperationException;
-import org.apache.ignite.math.impls.vector.DenseLocalOffHeapVector;
-import org.apache.ignite.math.impls.vector.DenseLocalOnHeapVector;
-import org.apache.ignite.math.impls.vector.RandomVector;
-import org.apache.ignite.math.impls.vector.SparseLocalVector;
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-import static org.junit.Assert.assertFalse;
-import static org.junit.Assert.assertNotNull;
-import static org.junit.Assert.assertTrue;
-import static org.junit.Assert.fail;
-
-/**
- * Tests for {@link Matrix} implementations.
- */
-public class MatrixImplementationsTest extends ExternalizeTest<Matrix> {
-    /** */
-    private static final double DEFAULT_DELTA = 0.000000001d;
-
-    /** */
-    private void consumeSampleMatrix(BiConsumer<Matrix, String> consumer) {
-        new MatrixImplementationFixtures().consumeSampleMatrix(consumer);
-    }
-
-    /** */
-    @Test
-    public void externalizeTest() {
-        consumeSampleMatrix((m, desc) -> externalizeTest(m));
-    }
-
-    /** */
-    @Test
-    public void testLike() {
-        consumeSampleMatrix((m, desc) -> {
-            Class<? extends Matrix> cls = likeMatrixType(m);
-
-            if (cls != null) {
-                Matrix like = m.like(m.rowSize(), m.columnSize());
-
-                assertEquals("Wrong \"like\" matrix for " + desc + "; Unexpected rows.", like.rowSize(), m.rowSize());
-                assertEquals("Wrong \"like\" matrix for " + desc + "; Unexpected columns.", like.columnSize(), m.columnSize());
-
-                assertEquals("Wrong \"like\" matrix for " + desc
-                        + "; Unexpected class: " + like.getClass().toString(),
-                    cls,
-                    like.getClass());
-
-                return;
-            }
-
-            boolean expECaught = false;
-
-            try {
-                m.like(1, 1);
-            }
-            catch (UnsupportedOperationException uoe) {
-                expECaught = true;
-            }
-
-            assertTrue("Expected exception was not caught for " + desc, expECaught);
-        });
-    }
-
-    /** */
-    @Test
-    public void testCopy() {
-        consumeSampleMatrix((m, desc) -> {
-            Matrix cp = m.copy();
-            assertTrue("Incorrect copy for empty matrix " + desc, cp.equals(m));
-
-            if (!readOnly(m))
-                fillMatrix(m);
-
-            cp = m.copy();
-
-            assertTrue("Incorrect copy for matrix " + desc, cp.equals(m));
-        });
-    }
-
-    /** */
-    @Test
-    public void testHaveLikeVector() throws InstantiationException, IllegalAccessException {
-        for (Class<? extends Matrix> key : likeVectorTypesMap().keySet()) {
-            Class<? extends Vector> val = likeVectorTypesMap().get(key);
-
-            if (val == null && !ignore(key))
-                System.out.println("Missing test for implementation of likeMatrix for " + key.getSimpleName());
-        }
-    }
-
-    /** */
-    @Test
-    public void testLikeVector() {
-        consumeSampleMatrix((m, desc) -> {
-            if (likeVectorTypesMap().containsKey(m.getClass())) {
-                Vector likeVector = m.likeVector(m.columnSize());
-
-                assertNotNull(likeVector);
-                assertEquals("Unexpected value for " + desc, likeVector.size(), m.columnSize());
-
-                return;
-            }
-
-            boolean expECaught = false;
-
-            try {
-                m.likeVector(1);
-            }
-            catch (UnsupportedOperationException uoe) {
-                expECaught = true;
-            }
-
-            assertTrue("Expected exception was not caught for " + desc, expECaught);
-        });
-    }
-
-    /** */
-    @Test
-    public void testAssignSingleElement() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            final double assignVal = Math.random();
-
-            m.assign(assignVal);
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        assignVal, m.get(i, j), 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testAssignArray() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            double[][] data = new double[m.rowSize()][m.columnSize()];
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    data[i][j] = Math.random();
-
-            m.assign(data);
-
-            for (int i = 0; i < m.rowSize(); i++) {
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        data[i][j], m.get(i, j), 0d);
-            }
-        });
-    }
-
-    /** */
-    @Test
-    public void testAssignFunction() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            m.assign((i, j) -> (double)(i * m.columnSize() + j));
-
-            for (int i = 0; i < m.rowSize(); i++) {
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        (double)(i * m.columnSize() + j), m.get(i, j), 0d);
-            }
-        });
-    }
-
-    /** */
-    @Test
-    public void testPlus() {
-        consumeSampleMatrix((m, desc) -> {
-            if (readOnly(m))
-                return;
-
-            double[][] data = fillAndReturn(m);
-
-            double plusVal = Math.random();
-
-            Matrix plus = m.plus(plusVal);
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        data[i][j] + plusVal, plus.get(i, j), 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testPlusMatrix() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            double[][] data = fillAndReturn(m);
-
-            Matrix plus = m.plus(m);
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        data[i][j] * 2.0, plus.get(i, j), 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testMinusMatrix() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            fillMatrix(m);
-
-            Matrix minus = m.minus(m);
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        0.0, minus.get(i, j), 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testTimes() {
-        consumeSampleMatrix((m, desc) -> {
-            if (readOnly(m))
-                return;
-
-            double[][] data = fillAndReturn(m);
-
-            double timeVal = Math.random();
-            Matrix times = m.times(timeVal);
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        data[i][j] * timeVal, times.get(i, j), 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testTimesVector() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            double[][] data = fillAndReturn(m);
-
-            double[] arr = fillArray(m.columnSize());
-
-            Vector times = m.times(new DenseLocalOnHeapVector(arr));
-
-            assertEquals("Unexpected vector size for " + desc, times.size(), m.rowSize());
-
-            for (int i = 0; i < m.rowSize(); i++) {
-                double exp = 0.0;
-
-                for (int j = 0; j < m.columnSize(); j++)
-                    exp += arr[j] * data[i][j];
-
-                assertEquals("Unexpected value for " + desc + " at " + i,
-                    times.get(i), exp, 0d);
-            }
-
-            testInvalidCardinality(() -> m.times(new DenseLocalOnHeapVector(m.columnSize() + 1)), desc);
-        });
-    }
-
-    /** */
-    @Test
-    public void testTimesMatrix() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            double[][] data = fillAndReturn(m);
-
-            double[] arr = fillArray(m.columnSize());
-
-            Matrix mult = new DenseLocalOnHeapMatrix(m.columnSize(), 1);
-
-            mult.setColumn(0, arr);
-
-            Matrix times = m.times(mult);
-
-            assertEquals("Unexpected rows for " + desc, times.rowSize(), m.rowSize());
-
-            assertEquals("Unexpected cols for " + desc, times.columnSize(), 1);
-
-            for (int i = 0; i < m.rowSize(); i++) {
-                double exp = 0.0;
-
-                for (int j = 0; j < m.columnSize(); j++)
-                    exp += arr[j] * data[i][j];
-
-                assertEquals("Unexpected value for " + desc + " at " + i,
-                    exp, times.get(i, 0), 0d);
-            }
-
-            testInvalidCardinality(() -> m.times(new DenseLocalOnHeapMatrix(m.columnSize() + 1, 1)), desc);
-        });
-    }
-
-    /** */
-    @Test
-    public void testDivide() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            double[][] data = fillAndReturn(m);
-
-            double divVal = Math.random();
-
-            Matrix divide = m.divide(divVal);
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        data[i][j] / divVal, divide.get(i, j), 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testTranspose() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            fillMatrix(m);
-
-            Matrix transpose = m.transpose();
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        m.get(i, j), transpose.get(j, i), 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testDeterminant() {
-        consumeSampleMatrix((m, desc) -> {
-            if (m.rowSize() != m.columnSize())
-                return;
-
-            if (ignore(m.getClass()))
-                return;
-
-            double[][] doubles = fillIntAndReturn(m);
-
-            if (m.rowSize() == 1) {
-                assertEquals("Unexpected value " + desc, m.determinant(), doubles[0][0], 0d);
-
-                return;
-            }
-
-            if (m.rowSize() == 2) {
-                double det = doubles[0][0] * doubles[1][1] - doubles[0][1] * doubles[1][0];
-                assertEquals("Unexpected value " + desc, m.determinant(), det, 0d);
-
-                return;
-            }
-
-            if (m.rowSize() > 512)
-                return; // IMPL NOTE if row size >= 30000 it takes unacceptably long for normal test run.
-
-            Matrix diagMtx = m.like(m.rowSize(), m.columnSize());
-
-            diagMtx.assign(0);
-            for (int i = 0; i < m.rowSize(); i++)
-                diagMtx.set(i, i, m.get(i, i));
-
-            double det = 1;
-
-            for (int i = 0; i < diagMtx.rowSize(); i++)
-                det *= diagMtx.get(i, i);
-
-            try {
-                assertEquals("Unexpected value " + desc, det, diagMtx.determinant(), DEFAULT_DELTA);
-            }
-            catch (Exception e) {
-                System.out.println(desc);
-                throw e;
-            }
-        });
-    }
-
-    /** */
-    @Test
-    public void testInverse() {
-        consumeSampleMatrix((m, desc) -> {
-            if (m.rowSize() != m.columnSize())
-                return;
-
-            if (ignore(m.getClass()))
-                return;
-
-            if (m.rowSize() > 256)
-                return; // IMPL NOTE this is for quicker test run.
-
-            fillNonSingularMatrix(m);
-
-            assertTrue("Unexpected zero determinant " + desc, Math.abs(m.determinant()) > 0d);
-
-            Matrix inverse = m.inverse();
-
-            Matrix mult = m.times(inverse);
-
-            final double delta = 0.001d;
-
-            assertEquals("Unexpected determinant " + desc, 1d, mult.determinant(), delta);
-
-            assertEquals("Unexpected top left value " + desc, 1d, mult.get(0, 0), delta);
-
-            if (m.rowSize() == 1)
-                return;
-
-            assertEquals("Unexpected center value " + desc,
-                1d, mult.get(m.rowSize() / 2, m.rowSize() / 2), delta);
-
-            assertEquals("Unexpected bottom right value " + desc,
-                1d, mult.get(m.rowSize() - 1, m.rowSize() - 1), delta);
-
-            assertEquals("Unexpected top right value " + desc,
-                0d, mult.get(0, m.rowSize() - 1), delta);
-
-            assertEquals("Unexpected bottom left value " + desc,
-                0d, mult.get(m.rowSize() - 1, 0), delta);
-        });
-    }
-
-    /** */
-    @Test
-    public void testMap() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            fillMatrix(m);
-
-            m.map(x -> 10d);
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        10d, m.get(i, j), 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testMapMatrix() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            double[][] doubles = fillAndReturn(m);
-
-            testMapMatrixWrongCardinality(m, desc);
-
-            Matrix cp = m.copy();
-
-            m.map(cp, (m1, m2) -> m1 + m2);
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        m.get(i, j), doubles[i][j] * 2, 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testViewRow() {
-        consumeSampleMatrix((m, desc) -> {
-            if (!readOnly(m))
-                fillMatrix(m);
-
-            for (int i = 0; i < m.rowSize(); i++) {
-                Vector vector = m.viewRow(i);
-                assert vector != null;
-
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        m.get(i, j), vector.get(j), 0d);
-            }
-        });
-    }
-
-    /** */
-    @Test
-    public void testViewCol() {
-        consumeSampleMatrix((m, desc) -> {
-            if (!readOnly(m))
-                fillMatrix(m);
-
-            for (int i = 0; i < m.columnSize(); i++) {
-                Vector vector = m.viewColumn(i);
-                assert vector != null;
-
-                for (int j = 0; j < m.rowSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at (" + i + "," + j + ")",
-                        m.get(j, i), vector.get(j), 0d);
-            }
-        });
-    }
-
-    /** */
-    @Test
-    public void testFoldRow() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            fillMatrix(m);
-
-            Vector foldRows = m.foldRows(Vector::sum);
-
-            for (int i = 0; i < m.rowSize(); i++) {
-                Double locSum = 0d;
-
-                for (int j = 0; j < m.columnSize(); j++)
-                    locSum += m.get(i, j);
-
-                assertEquals("Unexpected value for " + desc + " at " + i,
-                    foldRows.get(i), locSum, 0d);
-            }
-        });
-    }
-
-    /** */
-    @Test
-    public void testFoldCol() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            fillMatrix(m);
-
-            Vector foldCols = m.foldColumns(Vector::sum);
-
-            for (int j = 0; j < m.columnSize(); j++) {
-                Double locSum = 0d;
-
-                for (int i = 0; i < m.rowSize(); i++)
-                    locSum += m.get(i, j);
-
-                assertEquals("Unexpected value for " + desc + " at " + j,
-                    foldCols.get(j), locSum, 0d);
-            }
-        });
-    }
-
-    /** */
-    @Test
-    public void testSum() {
-        consumeSampleMatrix((m, desc) -> {
-            double[][] data = fillAndReturn(m);
-
-            double sum = m.sum();
-
-            double rawSum = 0;
-            for (double[] anArr : data)
-                for (int j = 0; j < data[0].length; j++)
-                    rawSum += anArr[j];
-
-            assertEquals("Unexpected value for " + desc,
-                rawSum, sum, 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testMax() {
-        consumeSampleMatrix((m, desc) -> {
-            double[][] doubles = fillAndReturn(m);
-            double max = Double.NEGATIVE_INFINITY;
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    max = max < doubles[i][j] ? doubles[i][j] : max;
-
-            assertEquals("Unexpected value for " + desc, m.maxValue(), max, 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testMin() {
-        consumeSampleMatrix((m, desc) -> {
-            double[][] doubles = fillAndReturn(m);
-            double min = Double.MAX_VALUE;
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    min = min > doubles[i][j] ? doubles[i][j] : min;
-
-            assertEquals("Unexpected value for " + desc, m.minValue(), min, 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testGetElement() {
-        consumeSampleMatrix((m, desc) -> {
-            if (!(readOnly(m)))
-                fillMatrix(m);
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++) {
-                    final Matrix.Element e = m.getElement(i, j);
-
-                    final String details = desc + " at [" + i + "," + j + "]";
-
-                    assertEquals("Unexpected element row " + details, i, e.row());
-                    assertEquals("Unexpected element col " + details, j, e.column());
-
-                    final double val = m.get(i, j);
-
-                    assertEquals("Unexpected value for " + details, val, e.get(), 0d);
-
-                    boolean expECaught = false;
-
-                    final double newVal = val * 2.0;
-
-                    try {
-                        e.set(newVal);
-                    }
-                    catch (UnsupportedOperationException uoe) {
-                        if (!(readOnly(m)))
-                            throw uoe;
-
-                        expECaught = true;
-                    }
-
-                    if (readOnly(m)) {
-                        if (!expECaught)
-                            fail("Expected exception was not caught for " + details);
-
-                        continue;
-                    }
-
-                    assertEquals("Unexpected value set for " + details, newVal, m.get(i, j), 0d);
-                }
-        });
-    }
-
-    /** */
-    @Test
-    public void testGetX() {
-        consumeSampleMatrix((m, desc) -> {
-            if (!(readOnly(m)))
-                fillMatrix(m);
-
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    assertEquals("Unexpected value for " + desc + " at [" + i + "," + j + "]",
-                        m.get(i, j), m.getX(i, j), 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testGetMetaStorage() {
-        consumeSampleMatrix((m, desc) -> assertNotNull("Null meta storage in " + desc, m.getMetaStorage()));
-    }
-
-    /** */
-    @Test
-    public void testGuid() {
-        consumeSampleMatrix((m, desc) -> assertNotNull("Null guid in " + desc, m.guid()));
-    }
-
-    /** */
-    @Test
-    public void testSwapRows() {
-        consumeSampleMatrix((m, desc) -> {
-            if (readOnly(m))
-                return;
-
-            double[][] doubles = fillAndReturn(m);
-
-            final int swap_i = m.rowSize() == 1 ? 0 : 1;
-            final int swap_j = 0;
-
-            Matrix swap = m.swapRows(swap_i, swap_j);
-
-            for (int col = 0; col < m.columnSize(); col++) {
-                assertEquals("Unexpected value for " + desc + " at col " + col + ", swap_i " + swap_i,
-                    swap.get(swap_i, col), doubles[swap_j][col], 0d);
-
-                assertEquals("Unexpected value for " + desc + " at col " + col + ", swap_j " + swap_j,
-                    swap.get(swap_j, col), doubles[swap_i][col], 0d);
-            }
-
-            testInvalidRowIndex(() -> m.swapRows(-1, 0), desc + " negative first swap index");
-            testInvalidRowIndex(() -> m.swapRows(0, -1), desc + " negative second swap index");
-            testInvalidRowIndex(() -> m.swapRows(m.rowSize(), 0), desc + " too large first swap index");
-            testInvalidRowIndex(() -> m.swapRows(0, m.rowSize()), desc + " too large second swap index");
-        });
-    }
-
-    /** */
-    @Test
-    public void testSwapColumns() {
-        consumeSampleMatrix((m, desc) -> {
-            if (readOnly(m))
-                return;
-
-            double[][] doubles = fillAndReturn(m);
-
-            final int swap_i = m.columnSize() == 1 ? 0 : 1;
-            final int swap_j = 0;
-
-            Matrix swap = m.swapColumns(swap_i, swap_j);
-
-            for (int row = 0; row < m.rowSize(); row++) {
-                assertEquals("Unexpected value for " + desc + " at row " + row + ", swap_i " + swap_i,
-                    swap.get(row, swap_i), doubles[row][swap_j], 0d);
-
-                assertEquals("Unexpected value for " + desc + " at row " + row + ", swap_j " + swap_j,
-                    swap.get(row, swap_j), doubles[row][swap_i], 0d);
-            }
-
-            testInvalidColIndex(() -> m.swapColumns(-1, 0), desc + " negative first swap index");
-            testInvalidColIndex(() -> m.swapColumns(0, -1), desc + " negative second swap index");
-            testInvalidColIndex(() -> m.swapColumns(m.columnSize(), 0), desc + " too large first swap index");
-            testInvalidColIndex(() -> m.swapColumns(0, m.columnSize()), desc + " too large second swap index");
-        });
-    }
-
-    /** */
-    @Test
-    public void testSetRow() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            fillMatrix(m);
-
-            int rowIdx = m.rowSize() / 2;
-
-            double[] newValues = fillArray(m.columnSize());
-
-            m.setRow(rowIdx, newValues);
-
-            for (int col = 0; col < m.columnSize(); col++)
-                assertEquals("Unexpected value for " + desc + " at " + col,
-                    newValues[col], m.get(rowIdx, col), 0d);
-
-            testInvalidCardinality(() -> m.setRow(rowIdx, new double[m.columnSize() + 1]), desc);
-        });
-    }
-
-    /** */
-    @Test
-    public void testSetColumn() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            fillMatrix(m);
-
-            int colIdx = m.columnSize() / 2;
-
-            double[] newValues = fillArray(m.rowSize());
-
-            m.setColumn(colIdx, newValues);
-
-            for (int row = 0; row < m.rowSize(); row++)
-                assertEquals("Unexpected value for " + desc + " at " + row,
-                    newValues[row], m.get(row, colIdx), 0d);
-
-            testInvalidCardinality(() -> m.setColumn(colIdx, new double[m.rowSize() + 1]), desc);
-        });
-    }
-
-    /** */
-    @Test
-    public void testViewPart() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            fillMatrix(m);
-
-            int rowOff = m.rowSize() < 3 ? 0 : 1;
-            int rows = m.rowSize() < 3 ? 1 : m.rowSize() - 2;
-            int colOff = m.columnSize() < 3 ? 0 : 1;
-            int cols = m.columnSize() < 3 ? 1 : m.columnSize() - 2;
-
-            Matrix view1 = m.viewPart(rowOff, rows, colOff, cols);
-            Matrix view2 = m.viewPart(new int[] {rowOff, colOff}, new int[] {rows, cols});
-
-            String details = desc + " view [" + rowOff + ", " + rows + ", " + colOff + ", " + cols + "]";
-
-            for (int i = 0; i < rows; i++)
-                for (int j = 0; j < cols; j++) {
-                    assertEquals("Unexpected view1 value for " + details + " at (" + i + "," + j + ")",
-                        m.get(i + rowOff, j + colOff), view1.get(i, j), 0d);
-
-                    assertEquals("Unexpected view2 value for " + details + " at (" + i + "," + j + ")",
-                        m.get(i + rowOff, j + colOff), view2.get(i, j), 0d);
-                }
-        });
-    }
-
-    /** */
-    @Test
-    public void testDensity() {
-        consumeSampleMatrix((m, desc) -> {
-            if (!readOnly(m))
-                fillMatrix(m);
-
-            assertTrue("Unexpected density with threshold 0 for " + desc, m.density(0.0));
-
-            assertFalse("Unexpected density with threshold 1 for " + desc, m.density(1.0));
-        });
-    }
-
-    /** */
-    @Test
-    public void testMaxAbsRowSumNorm() {
-        consumeSampleMatrix((m, desc) -> {
-            if (!readOnly(m))
-                fillMatrix(m);
-
-            assertEquals("Unexpected value for " + desc,
-                maxAbsRowSumNorm(m), m.maxAbsRowSumNorm(), 0d);
-        });
-    }
-
-    /** */
-    @Test
-    public void testAssignRow() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            fillMatrix(m);
-
-            int rowIdx = m.rowSize() / 2;
-
-            double[] newValues = fillArray(m.columnSize());
-
-            m.assignRow(rowIdx, new DenseLocalOnHeapVector(newValues));
-
-            for (int col = 0; col < m.columnSize(); col++)
-                assertEquals("Unexpected value for " + desc + " at " + col,
-                    newValues[col], m.get(rowIdx, col), 0d);
-
-            testInvalidCardinality(() -> m.assignRow(rowIdx, new DenseLocalOnHeapVector(m.columnSize() + 1)), desc);
-        });
-    }
-
-    /** */
-    @Test
-    public void testAssignColumn() {
-        consumeSampleMatrix((m, desc) -> {
-            if (ignore(m.getClass()))
-                return;
-
-            fillMatrix(m);
-
-            int colIdx = m.columnSize() / 2;
-
-            double[] newValues = fillArray(m.rowSize());
-
-            m.assignColumn(colIdx, new DenseLocalOnHeapVector(newValues));
-
-            for (int row = 0; row < m.rowSize(); row++)
-                assertEquals("Unexpected value for " + desc + " at " + row,
-                    newValues[row], m.get(row, colIdx), 0d);
-        });
-    }
-
-    /** */
-    private double[] fillArray(int len) {
-        double[] newValues = new double[len];
-
-        for (int i = 0; i < newValues.length; i++)
-            newValues[i] = newValues.length - i;
-        return newValues;
-    }
-
-    /** */
-    private double maxAbsRowSumNorm(Matrix m) {
-        double max = 0.0;
-
-        for (int x = 0; x < m.rowSize(); x++) {
-            double sum = 0;
-
-            for (int y = 0; y < m.columnSize(); y++)
-                sum += Math.abs(m.getX(x, y));
-
-            if (sum > max)
-                max = sum;
-        }
-
-        return max;
-    }
-
-    /** */
-    private void testInvalidRowIndex(Supplier<Matrix> supplier, String desc) {
-        try {
-            supplier.get();
-        }
-        catch (RowIndexException | IndexException ie) {
-            return;
-        }
-
-        fail("Expected exception was not caught for " + desc);
-    }
-
-    /** */
-    private void testInvalidColIndex(Supplier<Matrix> supplier, String desc) {
-        try {
-            supplier.get();
-        }
-        catch (ColumnIndexException | IndexException ie) {
-            return;
-        }
-
-        fail("Expected exception was not caught for " + desc);
-    }
-
-    /** */
-    private void testMapMatrixWrongCardinality(Matrix m, String desc) {
-        for (int rowDelta : new int[] {-1, 0, 1})
-            for (int colDelta : new int[] {-1, 0, 1}) {
-                if (rowDelta == 0 && colDelta == 0)
-                    continue;
-
-                int rowNew = m.rowSize() + rowDelta;
-                int colNew = m.columnSize() + colDelta;
-
-                if (rowNew < 1 || colNew < 1)
-                    continue;
-
-                testInvalidCardinality(() -> m.map(new DenseLocalOnHeapMatrix(rowNew, colNew), (m1, m2) -> m1 + m2),
-                    desc + " wrong cardinality when mapping to size " + rowNew + "x" + colNew);
-            }
-    }
-
-    /** */
-    private void testInvalidCardinality(Supplier<Object> supplier, String desc) {
-        try {
-            supplier.get();
-        }
-        catch (CardinalityException ce) {
-            return;
-        }
-
-        fail("Expected exception was not caught for " + desc);
-    }
-
-    /** */
-    private boolean readOnly(Matrix m) {
-        return m instanceof RandomMatrix;
-    }
-
-    /** */
-    private double[][] fillIntAndReturn(Matrix m) {
-        double[][] data = new double[m.rowSize()][m.columnSize()];
-
-        if (readOnly(m)) {
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    data[i][j] = m.get(i, j);
-
-        }
-        else {
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    data[i][j] = i * m.rowSize() + j + 1;
-
-            m.assign(data);
-        }
-        return data;
-    }
-
-    /** */
-    private double[][] fillAndReturn(Matrix m) {
-        double[][] data = new double[m.rowSize()][m.columnSize()];
-
-        if (readOnly(m)) {
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    data[i][j] = m.get(i, j);
-
-        }
-        else {
-            for (int i = 0; i < m.rowSize(); i++)
-                for (int j = 0; j < m.columnSize(); j++)
-                    data[i][j] = -0.5d + Math.random();
-
-            m.assign(data);
-        }
-        return data;
-    }
-
-    /** */
-    private void fillNonSingularMatrix(Matrix m) {
-        for (int i = 0; i < m.rowSize(); i++) {
-            m.set(i, i, 10);
-
-            for (int j = 0; j < m.columnSize(); j++)
-                if (j != i)
-                    m.set(i, j, 0.01d);
-        }
-    }
-
-    /** */
-    private void fillMatrix(Matrix m) {
-        for (int i = 0; i < m.rowSize(); i++)
-            for (int j = 0; j < m.columnSize(); j++)
-                m.set(i, j, Math.random());
-    }
-
-    /** Ignore test for given matrix type. */
-    private boolean ignore(Class<? extends Matrix> clazz) {
-        List<Class<? extends Matrix>> ignoredClasses = Arrays.asList(RandomMatrix.class, PivotedMatrixView.class,
-            MatrixView.class, FunctionMatrix.class, TransposedMatrixView.class);
-
-        for (Class<? extends Matrix> ignoredClass : ignoredClasses)
-            if (ignoredClass.isAssignableFrom(clazz))
-                return true;
-
-        return false;
-    }
-
-    /** */
-    private Class<? extends Matrix> likeMatrixType(Matrix m) {
-        for (Class<? extends Matrix> clazz : likeTypesMap().keySet())
-            if (clazz.isAssignableFrom(m.getClass()))
-                return likeTypesMap().get(clazz);
-
-        return null;
-    }
-
-    /** */
-    private static Map<Class<? extends Matrix>, Class<? extends Vector>> likeVectorTypesMap() {
-        return new LinkedHashMap<Class<? extends Matrix>, Class<? extends Vector>>() {{
-            put(DenseLocalOnHeapMatrix.class, DenseLocalOnHeapVector.class);
-            put(DenseLocalOffHeapMatrix.class, DenseLocalOffHeapVector.class);
-            put(RandomMatrix.class, RandomVector.class);
-            put(SparseLocalOnHeapMatrix.class, SparseLocalVector.class);
-            put(DenseLocalOnHeapMatrix.class, DenseLocalOnHeapVector.class);
-            put(DiagonalMatrix.class, DenseLocalOnHeapVector.class); // IMPL NOTE per fixture
-            // IMPL NOTE check for presence of all implementations here will be done in testHaveLikeMatrix via Fixture
-        }};
-    }
-
-    /** */
-    private static Map<Class<? extends Matrix>, Class<? extends Matrix>> likeTypesMap() {
-        return new LinkedHashMap<Class<? extends Matrix>, Class<? extends Matrix>>() {{
-            put(DenseLocalOnHeapMatrix.class, DenseLocalOnHeapMatrix.class);
-            put(DenseLocalOffHeapMatrix.class, DenseLocalOffHeapMatrix.class);
-            put(RandomMatrix.class, RandomMatrix.class);
-            put(SparseLocalOnHeapMatrix.class, SparseLocalOnHeapMatrix.class);
-            put(DenseLocalOnHeapMatrix.class, DenseLocalOnHeapMatrix.class);
-            put(DiagonalMatrix.class, DenseLocalOnHeapMatrix.class); // IMPL NOTE per fixture
-            put(FunctionMatrix.class, FunctionMatrix.class);
-            // IMPL NOTE check for presence of all implementations here will be done in testHaveLikeMatrix via Fixture
-        }};
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixKeyMapperForTests.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixKeyMapperForTests.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixKeyMapperForTests.java
deleted file mode 100644
index 90fbec4..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixKeyMapperForTests.java
+++ /dev/null
@@ -1,69 +0,0 @@
-/*
- * 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.ignite.math.impls.matrix;
-
-import org.apache.ignite.math.MatrixKeyMapper;
-
-/** */
-public class MatrixKeyMapperForTests implements MatrixKeyMapper<Integer> {
-    /** */ private int rows;
-    /** */ private int cols;
-
-    /** */
-    public MatrixKeyMapperForTests() {
-        // No-op.
-    }
-
-    /** */
-    public MatrixKeyMapperForTests(int rows, int cols) {
-        this.rows = rows;
-        this.cols = cols;
-    }
-
-    /** */
-    @Override public Integer apply(int x, int y) {
-        return x * cols + y;
-    }
-
-    /** */
-    @Override public boolean isValid(Integer integer) {
-        return (rows * cols) > integer;
-    }
-
-    /** */
-    @Override public int hashCode() {
-        int hash = 1;
-
-        hash += hash * 31 + rows;
-        hash += hash * 31 + cols;
-
-        return hash;
-    }
-
-    /** */
-    @Override public boolean equals(Object obj) {
-        if (this == obj)
-            return true;
-
-        if (obj == null || getClass() != obj.getClass())
-            return false;
-
-        MatrixKeyMapperForTests that = (MatrixKeyMapperForTests)obj;
-
-        return rows == that.rows && cols == that.cols;
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixViewConstructorTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixViewConstructorTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixViewConstructorTest.java
deleted file mode 100644
index 01278da..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/MatrixViewConstructorTest.java
+++ /dev/null
@@ -1,114 +0,0 @@
-/*
- * 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.ignite.math.impls.matrix;
-
-import org.apache.ignite.math.Matrix;
-import org.apache.ignite.math.impls.storage.matrix.MatrixDelegateStorage;
-import org.junit.Test;
-
-import static org.junit.Assert.assertArrayEquals;
-import static org.junit.Assert.assertEquals;
-
-/** */
-public class MatrixViewConstructorTest {
-    /** */
-    @Test
-    public void invalidArgsTest() {
-        Matrix m = new DenseLocalOnHeapMatrix(1, 1);
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new MatrixView((Matrix)null, 0, 0, 1, 1),
-            "Null parent matrix.");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new MatrixView(m, -1, 0, 1, 1),
-            "Invalid row offset.");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new MatrixView(m, 0, -1, 1, 1),
-            "Invalid col offset.");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new MatrixView(m, 0, 0, 0, 1),
-            "Invalid rows.");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new MatrixView(m, 0, 0, 1, 0),
-            "Invalid cols.");
-    }
-
-    /** */
-    @Test
-    public void basicTest() {
-        for (Matrix m : new Matrix[] {
-            new DenseLocalOnHeapMatrix(3, 3),
-            new DenseLocalOnHeapMatrix(3, 4), new DenseLocalOnHeapMatrix(4, 3)})
-            for (int rowOff : new int[] {0, 1})
-                for (int colOff : new int[] {0, 1})
-                    for (int rows : new int[] {1, 2})
-                        for (int cols : new int[] {1, 2})
-                            basicTest(m, rowOff, colOff, rows, cols);
-    }
-
-    /** */
-    private void basicTest(Matrix parent, int rowOff, int colOff, int rows, int cols) {
-        for (int row = 0; row < parent.rowSize(); row++)
-            for (int col = 0; col < parent.columnSize(); col++)
-                parent.set(row, col, row * parent.columnSize() + col + 1);
-
-        Matrix view = new MatrixView(parent, rowOff, colOff, rows, cols);
-
-        assertEquals("Rows in view.", rows, view.rowSize());
-        assertEquals("Cols in view.", cols, view.columnSize());
-
-        for (int row = 0; row < rows; row++)
-            for (int col = 0; col < cols; col++)
-                assertEquals("Unexpected value at " + row + "x" + col,
-                    parent.get(row + rowOff, col + colOff), view.get(row, col), 0d);
-
-        for (int row = 0; row < rows; row++)
-            for (int col = 0; col < cols; col++)
-                view.set(row, col, 0d);
-
-        for (int row = 0; row < rows; row++)
-            for (int col = 0; col < cols; col++)
-                assertEquals("Unexpected value set at " + row + "x" + col,
-                    0d, parent.get(row + rowOff, col + colOff), 0d);
-    }
-
-    /** */
-    @Test
-    public void attributeTest() {
-        for (Matrix m : new Matrix[] {
-            new DenseLocalOnHeapMatrix(3, 3),
-            new DenseLocalOnHeapMatrix(3, 4), new DenseLocalOnHeapMatrix(4, 3)}) {
-            MatrixView matrixView = new MatrixView(m, 0, 0, m.rowSize(), m.columnSize());
-
-            MatrixDelegateStorage delegateStorage = (MatrixDelegateStorage)matrixView.getStorage();
-
-            assertEquals(m.rowSize(), matrixView.rowSize());
-            assertEquals(m.columnSize(), matrixView.columnSize());
-
-            assertEquals(m.rowSize(), (delegateStorage).rowsLength());
-            assertEquals(m.columnSize(), (delegateStorage).columnsLength());
-
-            assertEquals(m.isSequentialAccess(), delegateStorage.isSequentialAccess());
-            assertEquals(m.isRandomAccess(), delegateStorage.isRandomAccess());
-            assertEquals(m.isDistributed(), delegateStorage.isDistributed());
-            assertEquals(m.isDense(), delegateStorage.isDense());
-            assertEquals(m.isArrayBased(), delegateStorage.isArrayBased());
-
-            assertArrayEquals(m.getStorage().data(), delegateStorage.data());
-        }
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/PivotedMatrixViewConstructorTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/PivotedMatrixViewConstructorTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/PivotedMatrixViewConstructorTest.java
deleted file mode 100644
index a495745..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/PivotedMatrixViewConstructorTest.java
+++ /dev/null
@@ -1,128 +0,0 @@
-/*
- * 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.ignite.math.impls.matrix;
-
-import java.util.Arrays;
-import org.apache.ignite.math.Matrix;
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-import static org.junit.Assert.assertFalse;
-import static org.junit.Assert.assertTrue;
-
-/** */
-public class PivotedMatrixViewConstructorTest {
-    /** */
-    @Test
-    public void invalidArgsTest() {
-        Matrix m = new DenseLocalOnHeapMatrix(1, 1);
-
-        int[] pivot = new int[] {0};
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new PivotedMatrixView(null),
-            "Null parent matrix.");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new PivotedMatrixView(null, pivot),
-            "Null parent matrix, with pivot.");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new PivotedMatrixView(m, null),
-            "Null pivot.");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new PivotedMatrixView(m, null, pivot),
-            "Null row pivot.");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new PivotedMatrixView(m, pivot, null),
-            "Null col pivot.");
-    }
-
-    /** */
-    @Test
-    public void basicTest() {
-        Matrix m = new DenseLocalOnHeapMatrix(2, 2);
-
-        int[] pivot = new int[] {0, 1};
-
-        PivotedMatrixView view = new PivotedMatrixView(m, pivot);
-
-        assertEquals("Rows in view.", m.rowSize(), view.rowSize());
-        assertEquals("Cols in view.", m.columnSize(), view.columnSize());
-
-        assertTrue("Row pivot array in view.", Arrays.equals(pivot, view.rowPivot()));
-        assertTrue("Col pivot array in view.", Arrays.equals(pivot, view.columnPivot()));
-
-        assertEquals("Base matrix in view.", m, view.getBaseMatrix());
-
-        assertEquals("Row pivot value in view.", 0, view.rowPivot(0));
-        assertEquals("Col pivot value in view.", 0, view.columnPivot(0));
-
-        assertEquals("Row unpivot value in view.", 0, view.rowUnpivot(0));
-        assertEquals("Col unpivot value in view.", 0, view.columnUnpivot(0));
-
-        Matrix swap = view.swap(1, 1);
-
-        for (int row = 0; row < view.rowSize(); row++)
-            for (int col = 0; col < view.columnSize(); col++)
-                assertEquals("Unexpected swap value set at (" + row + "," + col + ").",
-                    view.get(row, col), swap.get(row, col), 0d);
-
-        //noinspection EqualsWithItself
-        assertTrue("View is expected to be equal to self.", view.equals(view));
-        //noinspection ObjectEqualsNull
-        assertFalse("View is expected to be not equal to null.", view.equals(null));
-    }
-
-    /** */
-    @Test
-    public void pivotTest() {
-        int[] pivot = new int[] {2, 1, 0, 3};
-
-        for (Matrix m : new Matrix[] {
-            new DenseLocalOnHeapMatrix(3, 3),
-            new DenseLocalOnHeapMatrix(3, 4), new DenseLocalOnHeapMatrix(4, 3)})
-            pivotTest(m, pivot);
-    }
-
-    /** */
-    private void pivotTest(Matrix parent, int[] pivot) {
-        for (int row = 0; row < parent.rowSize(); row++)
-            for (int col = 0; col < parent.columnSize(); col++)
-                parent.set(row, col, row * parent.columnSize() + col + 1);
-
-        Matrix view = new PivotedMatrixView(parent, pivot);
-
-        int rows = parent.rowSize();
-        int cols = parent.columnSize();
-
-        assertEquals("Rows in view.", rows, view.rowSize());
-        assertEquals("Cols in view.", cols, view.columnSize());
-
-        for (int row = 0; row < rows; row++)
-            for (int col = 0; col < cols; col++)
-                assertEquals("Unexpected value at " + row + "x" + col,
-                    parent.get(pivot[row], pivot[col]), view.get(row, col), 0d);
-
-        int min = rows < cols ? rows : cols;
-
-        for (int idx = 0; idx < min; idx++)
-            view.set(idx, idx, 0d);
-
-        for (int idx = 0; idx < min; idx++)
-            assertEquals("Unexpected value set at " + idx,
-                0d, parent.get(pivot[idx], pivot[idx]), 0d);
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/RandomMatrixConstructorTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/RandomMatrixConstructorTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/RandomMatrixConstructorTest.java
deleted file mode 100644
index e19cfa3..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/RandomMatrixConstructorTest.java
+++ /dev/null
@@ -1,71 +0,0 @@
-/*
- * 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.ignite.math.impls.matrix;
-
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-import static org.junit.Assert.assertFalse;
-import static org.junit.Assert.assertTrue;
-
-/** */
-public class RandomMatrixConstructorTest {
-    /** */
-    @Test
-    public void invalidArgsTest() {
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new RandomMatrix(0, 1), "invalid row parameter");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new RandomMatrix(1, 0), "invalid col parameter");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new RandomMatrix(0, 1, true), "invalid row parameter, fastHash true");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new RandomMatrix(1, 0, true), "invalid col parameter, fastHash true");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new RandomMatrix(0, 1, false), "invalid row parameter, fastHash false");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new RandomMatrix(1, 0, false), "invalid col parameter, fastHash false");
-    }
-
-    /** */
-    @Test
-    public void basicTest() {
-        assertEquals("Expected number of rows, int parameters.", 1,
-            new RandomMatrix(1, 2).rowSize());
-
-        assertEquals("Expected number of cols, int parameters.", 1,
-            new RandomMatrix(2, 1).columnSize());
-
-        assertEquals("Expected number of rows, int parameters, fastHash true.", 1,
-            new RandomMatrix(1, 2, true).rowSize());
-
-        assertEquals("Expected number of cols, int parameters, fastHash true.", 1,
-            new RandomMatrix(2, 1, true).columnSize());
-
-        assertEquals("Expected number of rows, int parameters, fastHash false.", 1,
-            new RandomMatrix(1, 2, false).rowSize());
-
-        assertEquals("Expected number of cols, int parameters, fastHash false.", 1,
-            new RandomMatrix(2, 1, false).columnSize());
-
-        RandomMatrix m = new RandomMatrix(1, 1);
-        //noinspection EqualsWithItself
-        assertTrue("Matrix is expected to be equal to self.", m.equals(m));
-        //noinspection ObjectEqualsNull
-        assertFalse("Matrix is expected to be not equal to null.", m.equals(null));
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/SparseDistributedMatrixTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/SparseDistributedMatrixTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/SparseDistributedMatrixTest.java
deleted file mode 100644
index 8218a12..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/SparseDistributedMatrixTest.java
+++ /dev/null
@@ -1,265 +0,0 @@
-// @java.file.header
-
-/*  _________        _____ __________________        _____
- *  __  ____/___________(_)______  /__  ____/______ ____(_)_______
- *  _  / __  __  ___/__  / _  __  / _  / __  _  __ `/__  / __  __ \
- *  / /_/ /  _  /    _  /  / /_/ /  / /_/ /  / /_/ / _  /  _  / / /
- *  \____/   /_/     /_/   \_,__/   \____/   \__,_/  /_/   /_/ /_/
- */
-
-/*
- * 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.ignite.math.impls.matrix;
-
-import java.io.ByteArrayInputStream;
-import java.io.ByteArrayOutputStream;
-import java.io.IOException;
-import java.io.ObjectInputStream;
-import java.io.ObjectOutputStream;
-import org.apache.ignite.Ignite;
-import org.apache.ignite.internal.util.IgniteUtils;
-import org.apache.ignite.math.Matrix;
-import org.apache.ignite.math.StorageConstants;
-import org.apache.ignite.math.exceptions.UnsupportedOperationException;
-import org.apache.ignite.math.impls.MathTestConstants;
-import org.apache.ignite.testframework.junits.common.GridCommonAbstractTest;
-import org.apache.ignite.testframework.junits.common.GridCommonTest;
-
-import static org.apache.ignite.math.impls.MathTestConstants.UNEXPECTED_VAL;
-
-/**
- * Tests for {@link SparseDistributedMatrix}.
- */
-@GridCommonTest(group = "Distributed Models")
-public class SparseDistributedMatrixTest extends GridCommonAbstractTest {
-    /** Number of nodes in grid */
-    private static final int NODE_COUNT = 3;
-    /** Cache name. */
-    private static final String CACHE_NAME = "test-cache";
-    /** Precision. */
-    private static final double PRECISION = 0.0;
-    /** Grid instance. */
-    private Ignite ignite;
-    /** Matrix rows */
-    private final int rows = MathTestConstants.STORAGE_SIZE;
-    /** Matrix cols */
-    private final int cols = MathTestConstants.STORAGE_SIZE;
-    /** Matrix for tests */
-    private SparseDistributedMatrix cacheMatrix;
-
-    /**
-     * Default constructor.
-     */
-    public SparseDistributedMatrixTest() {
-        super(false);
-    }
-
-    /** {@inheritDoc} */
-    @Override protected void beforeTestsStarted() throws Exception {
-        for (int i = 1; i <= NODE_COUNT; i++)
-            startGrid(i);
-    }
-
-    /** {@inheritDoc} */
-    @Override protected void afterTestsStopped() throws Exception {
-        stopAllGrids();
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Override protected void beforeTest() throws Exception {
-        ignite = grid(NODE_COUNT);
-
-        ignite.configuration().setPeerClassLoadingEnabled(true);
-    }
-
-    /** {@inheritDoc} */
-    @Override protected void afterTest() throws Exception {
-        ignite.destroyCache(CACHE_NAME);
-
-        if (cacheMatrix != null) {
-            cacheMatrix.destroy();
-            cacheMatrix = null;
-        }
-    }
-
-    /** */
-    public void testGetSet() throws Exception {
-        IgniteUtils.setCurrentIgniteName(ignite.configuration().getIgniteInstanceName());
-
-        cacheMatrix = new SparseDistributedMatrix(rows, cols, StorageConstants.ROW_STORAGE_MODE, StorageConstants.RANDOM_ACCESS_MODE);
-
-        for (int i = 0; i < rows; i++) {
-            for (int j = 0; j < cols; j++) {
-                double v = Math.random();
-                cacheMatrix.set(i, j, v);
-
-                assert Double.compare(v, cacheMatrix.get(i, j)) == 0;
-            }
-        }
-    }
-
-    /** */
-    public void testExternalize() throws IOException, ClassNotFoundException {
-        IgniteUtils.setCurrentIgniteName(ignite.configuration().getIgniteInstanceName());
-
-        cacheMatrix = new SparseDistributedMatrix(rows, cols, StorageConstants.ROW_STORAGE_MODE, StorageConstants.RANDOM_ACCESS_MODE);
-
-        cacheMatrix.set(1, 1, 1.0);
-
-        ByteArrayOutputStream byteArrOutputStream = new ByteArrayOutputStream();
-        ObjectOutputStream objOutputStream = new ObjectOutputStream(byteArrOutputStream);
-
-        objOutputStream.writeObject(cacheMatrix);
-
-        ByteArrayInputStream byteArrInputStream = new ByteArrayInputStream(byteArrOutputStream.toByteArray());
-        ObjectInputStream objInputStream = new ObjectInputStream(byteArrInputStream);
-
-        SparseDistributedMatrix objRestored = (SparseDistributedMatrix)objInputStream.readObject();
-
-        assertTrue(MathTestConstants.VAL_NOT_EQUALS, cacheMatrix.equals(objRestored));
-        assertEquals(MathTestConstants.VAL_NOT_EQUALS, objRestored.get(1, 1), 1.0, 0.0);
-    }
-
-    /** Test simple math. */
-    public void testMath() {
-        IgniteUtils.setCurrentIgniteName(ignite.configuration().getIgniteInstanceName());
-
-        cacheMatrix = new SparseDistributedMatrix(rows, cols, StorageConstants.ROW_STORAGE_MODE, StorageConstants.RANDOM_ACCESS_MODE);
-        initMtx(cacheMatrix);
-
-        cacheMatrix.assign(2.0);
-        for (int i = 0; i < cacheMatrix.rowSize(); i++)
-            for (int j = 0; j < cacheMatrix.columnSize(); j++)
-                assertEquals(UNEXPECTED_VAL, 2.0, cacheMatrix.get(i, j), PRECISION);
-
-        cacheMatrix.plus(3.0);
-        for (int i = 0; i < cacheMatrix.rowSize(); i++)
-            for (int j = 0; j < cacheMatrix.columnSize(); j++)
-                assertEquals(UNEXPECTED_VAL, 5.0, cacheMatrix.get(i, j), PRECISION);
-
-        cacheMatrix.times(2.0);
-        for (int i = 0; i < cacheMatrix.rowSize(); i++)
-            for (int j = 0; j < cacheMatrix.columnSize(); j++)
-                assertEquals(UNEXPECTED_VAL, 10.0, cacheMatrix.get(i, j), PRECISION);
-
-        cacheMatrix.divide(10.0);
-        for (int i = 0; i < cacheMatrix.rowSize(); i++)
-            for (int j = 0; j < cacheMatrix.columnSize(); j++)
-                assertEquals(UNEXPECTED_VAL, 1.0, cacheMatrix.get(i, j), PRECISION);
-
-        assertEquals(UNEXPECTED_VAL, cacheMatrix.rowSize() * cacheMatrix.columnSize(), cacheMatrix.sum(), PRECISION);
-    }
-
-    /** */
-    public void testMinMax() {
-        IgniteUtils.setCurrentIgniteName(ignite.configuration().getIgniteInstanceName());
-
-        cacheMatrix = new SparseDistributedMatrix(rows, cols, StorageConstants.ROW_STORAGE_MODE, StorageConstants.RANDOM_ACCESS_MODE);
-
-        for (int i = 0; i < cacheMatrix.rowSize(); i++)
-            for (int j = 0; j < cacheMatrix.columnSize(); j++)
-                cacheMatrix.set(i, j, i * cols + j + 1);
-
-        assertEquals(UNEXPECTED_VAL, 1.0, cacheMatrix.minValue(), PRECISION);
-        assertEquals(UNEXPECTED_VAL, rows * cols, cacheMatrix.maxValue(), PRECISION);
-
-        for (int i = 0; i < cacheMatrix.rowSize(); i++)
-            for (int j = 0; j < cacheMatrix.columnSize(); j++)
-                cacheMatrix.set(i, j, -1.0 * (i * cols + j + 1));
-
-        assertEquals(UNEXPECTED_VAL, -rows * cols, cacheMatrix.minValue(), PRECISION);
-        assertEquals(UNEXPECTED_VAL, -1.0, cacheMatrix.maxValue(), PRECISION);
-
-        for (int i = 0; i < cacheMatrix.rowSize(); i++)
-            for (int j = 0; j < cacheMatrix.columnSize(); j++)
-                cacheMatrix.set(i, j, i * cols + j);
-
-        assertEquals(UNEXPECTED_VAL, 1.0, cacheMatrix.minValue(), PRECISION);
-        assertEquals(UNEXPECTED_VAL, rows * cols - 1.0, cacheMatrix.maxValue(), PRECISION);
-    }
-
-    /** */
-    public void testMap() {
-        IgniteUtils.setCurrentIgniteName(ignite.configuration().getIgniteInstanceName());
-
-        cacheMatrix = new SparseDistributedMatrix(rows, cols, StorageConstants.ROW_STORAGE_MODE, StorageConstants.RANDOM_ACCESS_MODE);
-        initMtx(cacheMatrix);
-
-        cacheMatrix.map(i -> 100.0);
-        for (int i = 0; i < cacheMatrix.rowSize(); i++)
-            for (int j = 0; j < cacheMatrix.columnSize(); j++)
-                assertEquals(UNEXPECTED_VAL, 100.0, cacheMatrix.get(i, j), PRECISION);
-    }
-
-    /** */
-    public void testCopy() {
-        IgniteUtils.setCurrentIgniteName(ignite.configuration().getIgniteInstanceName());
-
-        cacheMatrix = new SparseDistributedMatrix(rows, cols, StorageConstants.ROW_STORAGE_MODE, StorageConstants.RANDOM_ACCESS_MODE);
-
-        try {
-            cacheMatrix.copy();
-            fail("UnsupportedOperationException expected.");
-        }
-        catch (UnsupportedOperationException e) {
-            return;
-        }
-        fail("UnsupportedOperationException expected.");
-    }
-
-    /** */
-    public void testLike() {
-        IgniteUtils.setCurrentIgniteName(ignite.configuration().getIgniteInstanceName());
-
-        cacheMatrix = new SparseDistributedMatrix(rows, cols, StorageConstants.ROW_STORAGE_MODE, StorageConstants.RANDOM_ACCESS_MODE);
-
-        try {
-            cacheMatrix.like(1, 1);
-            fail("UnsupportedOperationException expected.");
-        }
-        catch (UnsupportedOperationException e) {
-            return;
-        }
-        fail("UnsupportedOperationException expected.");
-    }
-
-    /** */
-    public void testLikeVector() {
-        IgniteUtils.setCurrentIgniteName(ignite.configuration().getIgniteInstanceName());
-
-        cacheMatrix = new SparseDistributedMatrix(rows, cols, StorageConstants.ROW_STORAGE_MODE, StorageConstants.RANDOM_ACCESS_MODE);
-
-        try {
-            cacheMatrix.likeVector(1);
-            fail("UnsupportedOperationException expected.");
-        }
-        catch (UnsupportedOperationException e) {
-            return;
-        }
-        fail("UnsupportedOperationException expected.");
-    }
-
-    /** */
-    private void initMtx(Matrix m) {
-        for (int i = 0; i < m.rowSize(); i++)
-            for (int j = 0; j < m.columnSize(); j++)
-                m.set(i, j, 1.0);
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/SparseLocalOnHeapMatrixConstructorTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/SparseLocalOnHeapMatrixConstructorTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/SparseLocalOnHeapMatrixConstructorTest.java
deleted file mode 100644
index fc675c1..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/SparseLocalOnHeapMatrixConstructorTest.java
+++ /dev/null
@@ -1,53 +0,0 @@
-/*
- * 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.ignite.math.impls.matrix;
-
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-import static org.junit.Assert.assertFalse;
-import static org.junit.Assert.assertTrue;
-
-/** */
-public class SparseLocalOnHeapMatrixConstructorTest {
-    /** */
-    @Test
-    public void invalidArgsTest() {
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new SparseLocalOnHeapMatrix(0, 1),
-            "invalid row parameter");
-
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new SparseLocalOnHeapMatrix(1, 0),
-            "invalid col parameter");
-    }
-
-    /** */
-    @Test
-    public void basicTest() {
-        assertEquals("Expected number of rows.", 1,
-            new SparseLocalOnHeapMatrix(1, 2).rowSize());
-
-        assertEquals("Expected number of cols, int parameters.", 1,
-            new SparseLocalOnHeapMatrix(2, 1).columnSize());
-
-        SparseLocalOnHeapMatrix m = new SparseLocalOnHeapMatrix(1, 1);
-        //noinspection EqualsWithItself
-        assertTrue("Matrix is expected to be equal to self.", m.equals(m));
-        //noinspection ObjectEqualsNull
-        assertFalse("Matrix is expected to be not equal to null.", m.equals(null));
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/TransposedMatrixViewTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/TransposedMatrixViewTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/TransposedMatrixViewTest.java
deleted file mode 100644
index 5eacfea..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/matrix/TransposedMatrixViewTest.java
+++ /dev/null
@@ -1,87 +0,0 @@
-/*
- * 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.ignite.math.impls.matrix;
-
-import org.apache.ignite.math.ExternalizeTest;
-import org.apache.ignite.math.exceptions.UnsupportedOperationException;
-import org.apache.ignite.math.impls.MathTestConstants;
-import org.junit.Before;
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-
-/**
- * Tests for {@link TransposedMatrixView}.
- */
-public class TransposedMatrixViewTest extends ExternalizeTest<TransposedMatrixView> {
-    /** */
-    private static final String UNEXPECTED_VALUE = "Unexpected value";
-    /** */
-    private TransposedMatrixView testMatrix;
-    /** */
-    private DenseLocalOnHeapMatrix parent;
-
-    /** */
-    @Before
-    public void setup() {
-        parent = new DenseLocalOnHeapMatrix(MathTestConstants.STORAGE_SIZE, MathTestConstants.STORAGE_SIZE);
-        fillMatrix(parent);
-        testMatrix = new TransposedMatrixView(parent);
-    }
-
-    /** {@inheritDoc} */
-    @Override public void externalizeTest() {
-        externalizeTest(testMatrix);
-    }
-
-    /** */
-    @Test
-    public void testView() {
-        assertEquals(UNEXPECTED_VALUE, parent.rowSize(), testMatrix.columnSize());
-        assertEquals(UNEXPECTED_VALUE, parent.columnSize(), testMatrix.rowSize());
-
-        for (int i = 0; i < parent.rowSize(); i++)
-            for (int j = 0; j < parent.columnSize(); j++)
-                assertEquals(UNEXPECTED_VALUE, parent.get(i, j), testMatrix.get(j, i), 0d);
-    }
-
-    /** */
-    @Test
-    public void testNullParams() {
-        DenseLocalOnHeapMatrixConstructorTest.verifyAssertionError(() -> new TransposedMatrixView(null), "Null Matrix parameter");
-    }
-
-    /** */
-    @Test(expected = UnsupportedOperationException.class)
-    public void testLike() {
-        testMatrix.like(0, 0);
-    }
-
-    /** */
-    @Test(expected = UnsupportedOperationException.class)
-    public void testLikeVector() {
-        testMatrix.likeVector(0);
-    }
-
-    /** */
-    private void fillMatrix(DenseLocalOnHeapMatrix mtx) {
-        for (int i = 0; i < mtx.rowSize(); i++)
-            for (int j = 0; j < mtx.columnSize(); j++)
-                mtx.setX(i, j, i * mtx.rowSize() + j);
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixArrayStorageTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixArrayStorageTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixArrayStorageTest.java
deleted file mode 100644
index 817dd49..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixArrayStorageTest.java
+++ /dev/null
@@ -1,63 +0,0 @@
-/*
- * 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.ignite.math.impls.storage.matrix;
-
-import org.apache.ignite.math.impls.MathTestConstants;
-import org.junit.Test;
-
-import static org.junit.Assert.assertFalse;
-import static org.junit.Assert.assertNotNull;
-import static org.junit.Assert.assertTrue;
-
-/**
- * Unit tests for {@link ArrayMatrixStorage}.
- */
-public class MatrixArrayStorageTest extends MatrixBaseStorageTest<ArrayMatrixStorage> {
-    /** {@inheritDoc} */
-    @Override public void setUp() {
-        storage = new ArrayMatrixStorage(MathTestConstants.STORAGE_SIZE, MathTestConstants.STORAGE_SIZE);
-    }
-
-    /** */
-    @Test
-    public void isSequentialAccess() throws Exception {
-        assertFalse(MathTestConstants.UNEXPECTED_VAL, storage.isSequentialAccess());
-    }
-
-    /** */
-    @Test
-    public void isDense() throws Exception {
-        assertTrue(MathTestConstants.UNEXPECTED_VAL, storage.isDense());
-    }
-
-    /** */
-    @Test
-    public void isArrayBased() throws Exception {
-        assertTrue(MathTestConstants.UNEXPECTED_VAL, storage.isArrayBased());
-    }
-
-    /** */
-    @Test
-    public void data() throws Exception {
-        double[][] data = storage.data();
-        assertNotNull(MathTestConstants.NULL_VAL, data);
-        assertTrue(MathTestConstants.UNEXPECTED_VAL, data.length == MathTestConstants.STORAGE_SIZE);
-        assertTrue(MathTestConstants.UNEXPECTED_VAL, data[0].length == MathTestConstants.STORAGE_SIZE);
-    }
-
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixBaseStorageTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixBaseStorageTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixBaseStorageTest.java
deleted file mode 100644
index 8df19e4..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixBaseStorageTest.java
+++ /dev/null
@@ -1,89 +0,0 @@
-/*
- * 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.ignite.math.impls.storage.matrix;
-
-import org.apache.ignite.math.ExternalizeTest;
-import org.apache.ignite.math.MatrixStorage;
-import org.apache.ignite.math.impls.MathTestConstants;
-import org.junit.After;
-import org.junit.Assert;
-import org.junit.Before;
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-
-/**
- * Abstract class with base tests for each matrix storage.
- */
-public abstract class MatrixBaseStorageTest<T extends MatrixStorage> extends ExternalizeTest<T> {
-    /** */
-    protected T storage;
-
-    /** */
-    @Before
-    public abstract void setUp();
-
-    /** */
-    @After
-    public void tearDown() throws Exception {
-        storage.destroy();
-    }
-
-    /** */
-    @Test
-    public void getSet() throws Exception {
-        int rows = MathTestConstants.STORAGE_SIZE;
-        int cols = MathTestConstants.STORAGE_SIZE;
-
-        for (int i = 0; i < rows; i++) {
-            for (int j = 0; j < cols; j++) {
-                double data = Math.random();
-
-                storage.set(i, j, data);
-
-                Assert.assertEquals(MathTestConstants.VAL_NOT_EQUALS, storage.get(i, j), data, MathTestConstants.NIL_DELTA);
-            }
-        }
-    }
-
-    /** */
-    @Test
-    public void columnSize() throws Exception {
-        assertEquals(MathTestConstants.VAL_NOT_EQUALS, storage.columnSize(), MathTestConstants.STORAGE_SIZE);
-    }
-
-    /** */
-    @Test
-    public void rowSize() throws Exception {
-        assertEquals(MathTestConstants.VAL_NOT_EQUALS, storage.rowSize(), MathTestConstants.STORAGE_SIZE);
-    }
-
-    /** */
-    @Override public void externalizeTest() {
-        fillMatrix();
-        super.externalizeTest(storage);
-    }
-
-    /** */
-    protected void fillMatrix() {
-        for (int i = 0; i < storage.rowSize(); i++) {
-            for (int j = 0; j < storage.columnSize(); j++)
-                storage.set(i, j, Math.random());
-        }
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixOffHeapStorageTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixOffHeapStorageTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixOffHeapStorageTest.java
deleted file mode 100644
index a3b21bb..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixOffHeapStorageTest.java
+++ /dev/null
@@ -1,39 +0,0 @@
-/*
- * 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.ignite.math.impls.storage.matrix;
-
-import org.apache.ignite.math.impls.MathTestConstants;
-import org.junit.Test;
-
-import static org.junit.Assert.assertNull;
-
-/**
- * Unit tests for {@link DenseOffHeapMatrixStorage}.
- */
-public class MatrixOffHeapStorageTest extends MatrixBaseStorageTest<DenseOffHeapMatrixStorage> {
-    /** {@inheritDoc} */
-    @Override public void setUp() {
-        storage = new DenseOffHeapMatrixStorage(MathTestConstants.STORAGE_SIZE, MathTestConstants.STORAGE_SIZE);
-    }
-
-    /** */
-    @Test
-    public void data() throws Exception {
-        assertNull(MathTestConstants.UNEXPECTED_VAL, storage.data());
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixStorageFixtures.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixStorageFixtures.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixStorageFixtures.java
deleted file mode 100644
index 6353c38..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixStorageFixtures.java
+++ /dev/null
@@ -1,141 +0,0 @@
-/*
- * 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.ignite.math.impls.storage.matrix;
-
-import java.util.Collections;
-import java.util.Iterator;
-import java.util.List;
-import java.util.NoSuchElementException;
-import java.util.function.BiConsumer;
-import java.util.function.Supplier;
-import org.apache.ignite.math.MatrixStorage;
-import org.jetbrains.annotations.NotNull;
-
-import static org.apache.ignite.math.StorageConstants.COLUMN_STORAGE_MODE;
-import static org.apache.ignite.math.StorageConstants.RANDOM_ACCESS_MODE;
-import static org.apache.ignite.math.StorageConstants.ROW_STORAGE_MODE;
-import static org.apache.ignite.math.StorageConstants.SEQUENTIAL_ACCESS_MODE;
-
-/**
- *
- */
-class MatrixStorageFixtures {
-    /** */
-    private static final List<Supplier<Iterable<MatrixStorage>>> suppliers = Collections.singletonList(
-        (Supplier<Iterable<MatrixStorage>>) SparseLocalMatrixStorageFixture::new
-    );
-
-    /** */
-    void consumeSampleStorages(BiConsumer<Integer, Integer> paramsConsumer,
-        BiConsumer<MatrixStorage, String> consumer) {
-        for (Supplier<Iterable<MatrixStorage>> fixtureSupplier : suppliers) {
-            final Iterable<MatrixStorage> fixture = fixtureSupplier.get();
-
-            for (MatrixStorage matrixStorage : fixture) {
-                if (paramsConsumer != null)
-                    paramsConsumer.accept(matrixStorage.rowSize(), matrixStorage.columnSize());
-
-                consumer.accept(matrixStorage, fixture.toString());
-            }
-        }
-    }
-
-    /** */
-    private static class SparseLocalMatrixStorageFixture implements Iterable<MatrixStorage> {
-        /** */
-        private final Integer[] rows = new Integer[] {1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 512, 1024, null};
-        /** */
-        private final Integer[] cols = new Integer[] {1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 1024, 512, null};
-        /** */
-        private final Integer[] randomAccess = new Integer[] {SEQUENTIAL_ACCESS_MODE, RANDOM_ACCESS_MODE, null};
-        /** */
-        private final Integer[] rowStorage = new Integer[] {ROW_STORAGE_MODE, COLUMN_STORAGE_MODE, null};
-        /** */
-        private int sizeIdx = 0;
-        /** */
-        private int acsModeIdx = 0;
-        /** */
-        private int stoModeIdx = 0;
-
-        /** {@inheritDoc} */
-        @NotNull
-        @Override public Iterator<MatrixStorage> iterator() {
-            return new Iterator<MatrixStorage>() {
-                /** {@inheritDoc} */
-                @Override public boolean hasNext() {
-                    return hasNextCol(sizeIdx) && hasNextRow(sizeIdx)
-                        && hasNextAcsMode(acsModeIdx) && hasNextStoMode(stoModeIdx);
-                }
-
-                /** {@inheritDoc} */
-                @Override public MatrixStorage next() {
-                    if (!hasNext())
-                        throw new NoSuchElementException(SparseLocalMatrixStorageFixture.this.toString());
-
-                    MatrixStorage storage = new SparseLocalOnHeapMatrixStorage(
-                        rows[sizeIdx], cols[sizeIdx], randomAccess[acsModeIdx], rowStorage[stoModeIdx]);
-
-                    nextIdx();
-
-                    return storage;
-                }
-
-                private void nextIdx() {
-                    if (hasNextStoMode(stoModeIdx + 1)) {
-                        stoModeIdx++;
-
-                        return;
-                    }
-
-                    stoModeIdx = 0;
-
-                    if (hasNextAcsMode(acsModeIdx + 1)) {
-                        acsModeIdx++;
-
-                        return;
-                    }
-
-                    acsModeIdx = 0;
-                    sizeIdx++;
-                }
-            };
-        }
-
-        /** {@inheritDoc} */
-        @Override public String toString() {
-            return "SparseLocalMatrixStorageFixture{ " + "rows=" + rows[sizeIdx] + ", cols=" + cols[sizeIdx] +
-                ", access mode=" + randomAccess[acsModeIdx] + ", storage mode=" + rowStorage[stoModeIdx] + "}";
-        }
-
-        /** */ private boolean hasNextRow(int idx) {
-            return rows[idx] != null;
-        }
-
-        /** */ private boolean hasNextCol(int idx) {
-            return cols[idx] != null;
-        }
-
-        /** */ private boolean hasNextAcsMode(int idx) {
-            return randomAccess[idx] != null;
-        }
-
-        /** */ private boolean hasNextStoMode(int idx) {
-            return rowStorage[idx] != null;
-        }
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/0abf6601/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixStorageImplementationTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixStorageImplementationTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixStorageImplementationTest.java
deleted file mode 100644
index 6ec09bd..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/storage/matrix/MatrixStorageImplementationTest.java
+++ /dev/null
@@ -1,73 +0,0 @@
-/*
- * 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.ignite.math.impls.storage.matrix;
-
-import java.util.concurrent.atomic.AtomicReference;
-import java.util.function.BiConsumer;
-import org.apache.ignite.math.ExternalizeTest;
-import org.apache.ignite.math.MatrixStorage;
-import org.junit.Test;
-
-import static org.junit.Assert.assertTrue;
-
-/**
- * Unit tests for {@link MatrixStorage} implementations.
- *
- * TODO: add attribute tests.
- */
-public class MatrixStorageImplementationTest extends ExternalizeTest<MatrixStorage> {
-    /**
-     * The columnSize() and the rowSize() test.
-     */
-    @Test
-    public void sizeTest() {
-        final AtomicReference<Integer> expRowSize = new AtomicReference<>(0);
-        final AtomicReference<Integer> expColSize = new AtomicReference<>(0);
-
-        consumeSampleStorages((x, y) -> {
-                expRowSize.set(x);
-                expColSize.set(y);
-            },
-            (ms, desc) -> assertTrue("Expected size for " + desc, expColSize.get().equals(ms.columnSize()) && expRowSize.get().equals(ms.rowSize())));
-    }
-
-    /** */
-    @Test
-    public void getSetTest() {
-        consumeSampleStorages(null, (ms, desc) -> {
-            for (int i = 0; i < ms.rowSize(); i++) {
-                for (int j = 0; j < ms.columnSize(); j++) {
-                    double random = Math.random();
-                    ms.set(i, j, random);
-                    assertTrue("Unexpected value for " + desc + " x:" + i + ", y:" + j, Double.compare(random, ms.get(i, j)) == 0);
-                }
-            }
-        });
-    }
-
-    /** */
-    @Override public void externalizeTest() {
-        consumeSampleStorages(null, (ms, desc) -> externalizeTest(ms));
-    }
-
-    /** */
-    private void consumeSampleStorages(BiConsumer<Integer, Integer> paramsConsumer,
-        BiConsumer<MatrixStorage, String> consumer) {
-        new MatrixStorageFixtures().consumeSampleStorages(paramsConsumer, consumer);
-    }
-}


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