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From sboi...@apache.org
Subject [07/50] [abbrv] ignite git commit: IGNITE-5000 Rename Ignite Math module to Ignite ML module added missed licenses renamed packages fixed wrong ml profile activation
Date Wed, 19 Apr 2017 14:47:28 GMT
http://git-wip-us.apache.org/repos/asf/ignite/blob/d78e071a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/RandomVectorConstructorTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/RandomVectorConstructorTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/RandomVectorConstructorTest.java
deleted file mode 100644
index 6d4e4f1..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/RandomVectorConstructorTest.java
+++ /dev/null
@@ -1,145 +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.vector;
-
-import java.util.HashMap;
-import java.util.Map;
-import org.apache.ignite.math.Vector;
-import org.apache.ignite.math.exceptions.UnsupportedOperationException;
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-import static org.junit.Assert.assertFalse;
-import static org.junit.Assert.assertTrue;
-
-/** */
-public class RandomVectorConstructorTest {
-    /** */
-    private static final int IMPOSSIBLE_SIZE = -1;
-
-    /** */
-    @Test(expected = org.apache.ignite.math.exceptions.UnsupportedOperationException.class)
-    public void mapInvalidArgsTest() {
-        assertEquals("Expect exception due to invalid args.", IMPOSSIBLE_SIZE,
-            new RandomVector(new HashMap<String, Object>() {{
-                put("invalid", 99);
-            }}).size());
-    }
-
-    /** */
-    @Test(expected = UnsupportedOperationException.class)
-    public void mapMissingArgsTest() {
-        final Map<String, Object> test = new HashMap<String, Object>() {{
-            put("paramMissing", "whatever");
-        }};
-
-        assertEquals("Expect exception due to missing args.",
-            -1, new RandomVector(test).size());
-    }
-
-    /** */
-    @Test(expected = ClassCastException.class)
-    public void mapInvalidParamTypeTest() {
-        final Map<String, Object> test = new HashMap<String, Object>() {{
-            put("size", "whatever");
-            put("fastHash", true);
-        }};
-
-        assertEquals("Expect exception due to invalid param type.", IMPOSSIBLE_SIZE,
-            new RandomVector(test).size());
-    }
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void mapNullTest() {
-        //noinspection ConstantConditions
-        assertEquals("Null map args.", IMPOSSIBLE_SIZE,
-            new RandomVector(null).size());
-    }
-
-    /** */
-    @Test
-    public void mapTest() {
-        assertEquals("Size from args.", 99,
-            new RandomVector(new HashMap<String, Object>() {{
-                put("size", 99);
-            }}).size());
-
-        final int test = 99;
-
-        assertEquals("Size from args with fastHash false.", test,
-            new RandomVector(new HashMap<String, Object>() {{
-                put("size", test);
-                put("fastHash", false);
-            }}).size());
-
-        assertEquals("Size from args with fastHash true.", test,
-            new RandomVector(new HashMap<String, Object>() {{
-                put("size", test);
-                put("fastHash", true);
-            }}).size());
-    }
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void negativeSizeTest() {
-        assertEquals("Negative size.", IMPOSSIBLE_SIZE,
-            new RandomVector(-1).size());
-    }
-
-    /** */
-    @Test
-    public void basicTest() {
-        final int basicSize = 3;
-
-        Vector v1 = new RandomVector(basicSize);
-
-        //noinspection EqualsWithItself
-        assertTrue("Expect vector to be equal to self", v1.equals(v1));
-
-        //noinspection ObjectEqualsNull
-        assertFalse("Expect vector to be not equal to null", v1.equals(null));
-
-        assertEquals("Size differs from expected", basicSize, v1.size());
-
-        verifyValues(v1);
-
-        Vector v2 = new RandomVector(basicSize, true);
-
-        assertEquals("Size differs from expected", basicSize, v2.size());
-
-        verifyValues(v2);
-
-        Vector v3 = new RandomVector(basicSize, false);
-
-        assertEquals("Size differs from expected", basicSize, v3.size());
-
-        verifyValues(v3);
-    }
-
-    /** */
-    private void verifyValues(Vector v) {
-        for (Vector.Element e : v.all()) {
-            double val = e.get();
-
-            assertTrue("Value too small: " + val + " at index " + e.index(), -1d <= val);
-
-            assertTrue("Value too large: " + val + " at index " + e.index(), val <= 1d);
-        }
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/d78e071a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SingleElementVectorConstructorTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SingleElementVectorConstructorTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SingleElementVectorConstructorTest.java
deleted file mode 100644
index 69e22e0..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SingleElementVectorConstructorTest.java
+++ /dev/null
@@ -1,159 +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.vector;
-
-import java.util.HashMap;
-import java.util.Map;
-import org.apache.ignite.math.Vector;
-import org.apache.ignite.math.exceptions.UnsupportedOperationException;
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-import static org.junit.Assert.assertTrue;
-
-/** */
-public class SingleElementVectorConstructorTest {
-    /** */
-    private static final int IMPOSSIBLE_SIZE = -1;
-
-    /** */
-    @Test(expected = UnsupportedOperationException.class)
-    public void mapInvalidArgsTest() {
-        assertEquals("Expect exception due to invalid args.", IMPOSSIBLE_SIZE,
-            new SingleElementVector(new HashMap<String, Object>() {{
-                put("invalid", 99);
-            }}).size());
-    }
-
-    /** */
-    @Test(expected = UnsupportedOperationException.class)
-    public void mapMissingArgsTest() {
-        final Map<String, Object> test = new HashMap<String, Object>() {{
-            put("size", 1);
-
-            put("paramMissing", "whatever");
-        }};
-
-        assertEquals("Expect exception due to missing args.",
-            -1, new SingleElementVector(test).size());
-    }
-
-    /** */
-    @Test(expected = ClassCastException.class)
-    public void mapInvalidParamTypeTest() {
-        final Map<String, Object> test = new HashMap<String, Object>() {{
-            put("size", "whatever");
-
-            put("index", 0);
-            put("value", 1.0);
-        }};
-
-        assertEquals("Expect exception due to invalid param type.", IMPOSSIBLE_SIZE,
-            new SingleElementVector(test).size());
-    }
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void mapNullTest() {
-        //noinspection ConstantConditions
-        assertEquals("Null map args.", IMPOSSIBLE_SIZE,
-            new SingleElementVector(null).size());
-    }
-
-    /** */
-    @Test
-    public void mapTest() {
-        assertEquals("Size from array in args.", 99,
-            new SingleElementVector(new HashMap<String, Object>() {{
-                put("size", 99);
-                put("index", 0);
-                put("value", 1.0);
-            }}).size());
-    }
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void negativeSizeTest() {
-        assertEquals("Negative size.", IMPOSSIBLE_SIZE,
-            new SingleElementVector(-1, 0, 1.0).size());
-    }
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void zeroSizeTest() {
-        assertEquals("Zero size.", IMPOSSIBLE_SIZE,
-            new SingleElementVector(0, 0, 1.0).size());
-    }
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void wrongIndexTest() {
-        //noinspection ConstantConditions
-        assertEquals("Wrong index.", IMPOSSIBLE_SIZE,
-            new SingleElementVector(1, 2, 1.0).size());
-    }
-
-    /** */
-    @Test
-    public void basicTest() {
-        final int[] sizes = new int[] {1, 4, 8};
-
-        for (int size : sizes)
-            for (int idx = 0; idx < size; idx++)
-                basicTest(size, idx);
-    }
-
-    /** */
-    private void basicTest(int size, int idx) {
-        final Double expVal = (double)(size - idx);
-
-        Vector v = new SingleElementVector(size, idx, expVal);
-
-        assertTrue("Expect value " + expVal + " at index " + idx + " for size " + size,
-            expVal.equals(v.get(idx)));
-
-        final double delta = 1.0;
-
-        v.set(idx, expVal - delta);
-
-        assertTrue("Expect value " + expVal + " at index " + idx + " for size " + size,
-            expVal.equals(v.get(idx) + delta));
-
-        final Double zero = 0.0;
-
-        for (int i = 0; i < size; i++) {
-            if (i == idx)
-                continue;
-
-            assertTrue("Expect zero at index " + i + " for size " + size,
-                zero.equals(v.get(i)));
-
-            boolean eCaught = false;
-
-            try {
-                v.set(i, 1.0);
-            }
-            catch (UnsupportedOperationException uoe) {
-                eCaught = true;
-            }
-
-            assertTrue("Expect " + java.lang.UnsupportedOperationException.class.getSimpleName()
-                + " at index " + i + " for size " + size, eCaught);
-        }
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/d78e071a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SingleElementVectorViewConstructorTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SingleElementVectorViewConstructorTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SingleElementVectorViewConstructorTest.java
deleted file mode 100644
index 957f3b7..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SingleElementVectorViewConstructorTest.java
+++ /dev/null
@@ -1,137 +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.vector;
-
-import org.apache.ignite.math.Vector;
-import org.apache.ignite.math.exceptions.UnsupportedOperationException;
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-import static org.junit.Assert.assertTrue;
-
-/** */
-public class SingleElementVectorViewConstructorTest {
-    /** */
-    private static final int IMPOSSIBLE_SIZE = -1;
-
-    /** */
-    private static final SampleHelper helper = new SampleHelper();
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void nullVecParamTest() {
-        assertEquals("Expect exception due to null vector param.", IMPOSSIBLE_SIZE,
-            new SingleElementVectorView(null, helper.idx).size());
-    }
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void negativeIdxParamTest() {
-        assertEquals("Expect exception due to negative index param.", IMPOSSIBLE_SIZE,
-            new SingleElementVectorView(helper.vec, -1).size());
-    }
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void tooLargeIdxParamTest() {
-        assertEquals("Expect exception due to too large index param.", IMPOSSIBLE_SIZE,
-            new SingleElementVectorView(helper.vec, helper.vec.size()).size());
-    }
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void emptyVecParamTest() {
-        assertEquals("Expect exception due to empty vector param.", IMPOSSIBLE_SIZE,
-            new SingleElementVectorView(helper.vecEmpty, 0).size());
-    }
-
-    /** */
-    @Test
-    public void basicTest() {
-        final int[] sizes = new int[] {1, 4, 8};
-
-        for (int size : sizes)
-            for (int idx = 0; idx < size; idx++)
-                basicTest(size, idx);
-    }
-
-    /** */
-    private void basicTest(int size, int idx) {
-        final Double expVal = (double)(size - idx);
-
-        Vector orig = helper.newSample(size, idx, expVal);
-
-        SingleElementVectorView svv = new SingleElementVectorView(orig, idx);
-
-        assertEquals("Size differs from expected", size, svv.size());
-
-        assertTrue("Expect value " + expVal + " at index " + idx + " for size " + size,
-            expVal.equals(svv.get(idx)));
-
-        final double delta = 1.0;
-
-        svv.set(idx, expVal - delta);
-
-        assertTrue("Expect value " + expVal + " at index " + idx + " for size " + size,
-            expVal.equals(orig.get(idx) + delta));
-
-        final Double zero = 0.0;
-
-        for (int i = 0; i < size; i++) {
-            if (i == idx)
-                continue;
-
-            assertTrue("Expect zero at index " + i + " for size " + size,
-                zero.equals(svv.get(i)));
-
-            boolean eCaught = false;
-
-            try {
-                svv.set(i, 1.0);
-            }
-            catch (UnsupportedOperationException uoe) {
-                eCaught = true;
-            }
-
-            assertTrue("Expect " + UnsupportedOperationException.class.getSimpleName()
-                + " at index " + i + " for size " + size, eCaught);
-        }
-    }
-
-    /** */
-    private static class SampleHelper {
-        /** */
-        final double[] data = new double[] {0, 1};
-        /** */
-        final Vector vec = new DenseLocalOnHeapVector(data);
-        /** */
-        final Vector vecEmpty = new DenseLocalOnHeapVector(new double[] {});
-        /** */
-        final int idx = 0;
-
-        /** */
-        Vector newSample(int size, int idx, double expVal) {
-            final Vector v = new DenseLocalOnHeapVector(size);
-
-            for (int i = 0; i < size; i++)
-                v.set(i, i == idx ? expVal : i);
-
-            return v;
-        }
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/d78e071a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SparseLocalVectorConstructorTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SparseLocalVectorConstructorTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SparseLocalVectorConstructorTest.java
deleted file mode 100644
index 2be4a10..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/SparseLocalVectorConstructorTest.java
+++ /dev/null
@@ -1,54 +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.vector;
-
-import org.apache.ignite.math.StorageConstants;
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-
-/** */
-public class SparseLocalVectorConstructorTest {
-    /** */
-    private static final int IMPOSSIBLE_SIZE = -1;
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void negativeSizeTest() {
-        assertEquals("Negative size.", IMPOSSIBLE_SIZE,
-            new SparseLocalVector(-1, 1).size());
-    }
-
-    /** */
-    @Test(expected = AssertionError.class)
-    public void zeroSizeTest() {
-        assertEquals("0 size.", IMPOSSIBLE_SIZE,
-            new SparseLocalVector(0, 1).size());
-    }
-
-    /** */
-    @Test
-    public void primitiveTest() {
-        assertEquals("1 size, random access.", 1,
-            new SparseLocalVector(1, StorageConstants.RANDOM_ACCESS_MODE).size());
-
-        assertEquals("1 size, sequential access.", 1,
-            new SparseLocalVector(1, StorageConstants.SEQUENTIAL_ACCESS_MODE).size());
-
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/d78e071a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorAttributesTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorAttributesTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorAttributesTest.java
deleted file mode 100644
index 992018a..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorAttributesTest.java
+++ /dev/null
@@ -1,217 +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.vector;
-
-import java.util.Arrays;
-import java.util.List;
-import java.util.function.Function;
-import org.apache.ignite.math.Vector;
-import org.apache.ignite.math.impls.matrix.DenseLocalOffHeapMatrix;
-import org.apache.ignite.math.impls.matrix.DenseLocalOnHeapMatrix;
-import org.junit.Test;
-
-import static org.junit.Assert.assertEquals;
-
-/** */
-public class VectorAttributesTest {
-    /** */
-    private final List<AttrCfg> attrCfgs = Arrays.asList(
-        new AttrCfg("isDense", Vector::isDense,
-            DenseLocalOnHeapVector.class, DenseLocalOffHeapVector.class, RandomVector.class, ConstantVector.class,
-            SingleElementVector.class),
-        new AttrCfg("isArrayBased", Vector::isArrayBased,
-            DenseLocalOnHeapVector.class),
-        new AttrCfg("isSequentialAccess", Vector::isSequentialAccess,
-            DenseLocalOnHeapVector.class, DenseLocalOffHeapVector.class, SparseLocalVectorSequentialAccess.class,
-            RandomVector.class, ConstantVector.class, SingleElementVector.class),
-        new AttrCfg("guidNotNull", v -> v.guid() == null), // IMPL NOTE this is somewhat artificial
-        new AttrCfg("isRandomAccess", Vector::isRandomAccess,
-            DenseLocalOnHeapVector.class, DenseLocalOffHeapVector.class, RandomVector.class, ConstantVector.class,
-            SingleElementVector.class, SparseLocalVectorSequentialAccess.class, SparseLocalVectorRandomAccess.class),
-        new AttrCfg("isDistributed", Vector::isDistributed));
-
-    /** */
-    private final List<Specification> specFixture = Arrays.asList(
-        new Specification(new DenseLocalOnHeapVector(1)),
-        new Specification(new DenseLocalOffHeapVector(1)),
-        new Specification(new DelegatingVector(new DenseLocalOnHeapVector(1)),
-            DenseLocalOnHeapVector.class, "isDense", "isArrayBased", "isSequentialAccess",
-            "isRandomAccess", "isDistributed"),
-        new Specification(new DelegatingVector(new DenseLocalOffHeapVector(1)),
-            DenseLocalOffHeapVector.class, "isDense", "isArrayBased", "isSequentialAccess",
-            "isRandomAccess", "isDistributed"),
-        new Specification(new SparseLocalVectorSequentialAccess(1)),
-        new Specification(new SparseLocalVectorRandomAccess(1)),
-        new Specification(new RandomVector(1)),
-        new Specification(new ConstantVector(1, 1.0)),
-        new Specification(new FunctionVector(1, idx -> (double)idx)),
-        new Specification(new SingleElementVector(1, 0, 1.0)),
-        new Specification(new PivotedVectorView(new DenseLocalOnHeapVector(1), new int[] {0}),
-            DenseLocalOnHeapVector.class, "isDense", "isArrayBased", "isSequentialAccess",
-            "isRandomAccess", "isDistributed"),
-        new Specification(new PivotedVectorView(new DenseLocalOffHeapVector(1), new int[] {0}),
-            DenseLocalOffHeapVector.class, "isDense", "isArrayBased", "isSequentialAccess",
-            "isRandomAccess", "isDistributed"),
-        new Specification(new SingleElementVectorView(new DenseLocalOnHeapVector(1), 0),
-            DenseLocalOnHeapVector.class, "isDense", "isSequentialAccess",
-            "isRandomAccess", "isDistributed"),
-        new Specification(new SingleElementVectorView(new DenseLocalOffHeapVector(1), 0),
-            DenseLocalOffHeapVector.class, "isDense", "isSequentialAccess",
-            "isRandomAccess", "isDistributed"),
-        new Specification(new MatrixVectorView(new DenseLocalOnHeapMatrix(1, 1), 0, 0, 1, 1),
-            DenseLocalOnHeapVector.class, "isDense",
-            "isRandomAccess", "isDistributed"), // todo find out why "isSequentialAccess" fails here
-        new Specification(new MatrixVectorView(new DenseLocalOffHeapMatrix(1, 1), 0, 0, 1, 1),
-            DenseLocalOffHeapVector.class, "isDense",
-            "isRandomAccess", "isDistributed"));
-
-    /** */
-    @Test
-    public void isDenseTest() {
-        assertAttribute("isDense");
-    }
-
-    /** */
-    @Test
-    public void isArrayBasedTest() {
-        assertAttribute("isArrayBased");
-    }
-
-    /** */
-    @Test
-    public void isSequentialAccessTest() {
-        assertAttribute("isSequentialAccess");
-    }
-
-    /** */
-    @Test
-    public void guidTest() {
-        assertAttribute("guidNotNull");
-    }
-
-    /** */
-    @Test
-    public void isRandomAccessTest() {
-        assertAttribute("isRandomAccess");
-    }
-
-    /** */
-    @Test
-    public void isDistributedTest() {
-        assertAttribute("isDistributed");
-    }
-
-    /** */
-    private void assertAttribute(String name) {
-        final AttrCfg attr = attrCfg(name);
-
-        for (Specification spec : specFixture)
-            spec.verify(attr);
-    }
-
-    /** */
-    private AttrCfg attrCfg(String name) {
-        for (AttrCfg attr : attrCfgs)
-            if (attr.name.equals(name))
-                return attr;
-
-        throw new IllegalArgumentException("Undefined attribute " + name);
-    }
-
-    /** See http://en.wikipedia.org/wiki/Specification_pattern */
-    private static class Specification {
-        /** */
-        private final Vector v;
-        /** */
-        private final Class<? extends Vector> underlyingType;
-        /** */
-        private final List<String> attrsFromUnderlying;
-        /** */
-        final String desc;
-
-        /** */
-        Specification(Vector v, Class<? extends Vector> underlyingType, String... attrsFromUnderlying) {
-            this.v = v;
-            this.underlyingType = underlyingType;
-            this.attrsFromUnderlying = Arrays.asList(attrsFromUnderlying);
-            final Class<? extends Vector> clazz = v.getClass();
-            desc = clazz.getSimpleName() + (clazz.equals(underlyingType)
-                ? "" : " (underlying type " + underlyingType.getSimpleName() + ")");
-        }
-
-        /** */
-        Specification(Vector v) {
-            this(v, v.getClass());
-        }
-
-        /** */
-        void verify(AttrCfg attr) {
-            final boolean obtained = attr.obtain.apply(v);
-
-            final Class<? extends Vector> typeToCheck
-                = attrsFromUnderlying.contains(attr.name) ? underlyingType : v.getClass();
-
-            final boolean exp = attr.trueInTypes.contains(typeToCheck);
-
-            assertEquals("Unexpected " + attr.name + " value for " + desc, exp, obtained);
-        }
-    }
-
-    /** */
-    private static class AttrCfg {
-        /** */
-        final String name;
-        /** */
-        final Function<Vector, Boolean> obtain;
-        /** */
-        final List<Class> trueInTypes;
-
-        /** */
-        AttrCfg(String name, Function<Vector, Boolean> obtain, Class... trueInTypes) {
-            this.name = name;
-            this.obtain = obtain;
-            this.trueInTypes = Arrays.asList(trueInTypes);
-        }
-    }
-
-    /** */
-    private static class SparseLocalVectorSequentialAccess extends SparseLocalVector {
-        /** */
-        public SparseLocalVectorSequentialAccess() {
-            // No-op.
-        }
-
-        /** */
-        SparseLocalVectorSequentialAccess(int size) {
-            super(size, SEQUENTIAL_ACCESS_MODE);
-        }
-    }
-
-    /** */
-    private static class SparseLocalVectorRandomAccess extends SparseLocalVector {
-        /** */
-        public SparseLocalVectorRandomAccess() {
-            // No-op.
-        }
-
-        /** */
-        SparseLocalVectorRandomAccess(int size) {
-            super(size, RANDOM_ACCESS_MODE);
-        }
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/d78e071a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorFoldMapTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorFoldMapTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorFoldMapTest.java
deleted file mode 100644
index 67eb8ba..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorFoldMapTest.java
+++ /dev/null
@@ -1,122 +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.vector;
-
-import java.util.Arrays;
-import java.util.function.BiConsumer;
-import java.util.function.BiFunction;
-import java.util.function.Function;
-import org.apache.ignite.math.Vector;
-import org.apache.ignite.math.functions.Functions;
-import org.junit.Test;
-
-import static java.util.function.DoubleUnaryOperator.identity;
-import static org.junit.Assert.assertTrue;
-
-/** See also: {@link AbstractVectorTest} and {@link VectorToMatrixTest}. */
-public class VectorFoldMapTest {
-    /** */
-    @Test
-    public void mapVectorTest() {
-        operationVectorTest((operand1, operand2) -> operand1 + operand2, (Vector v1, Vector v2) -> v1.map(v2, Functions.PLUS));
-    }
-
-    /** */
-    @Test
-    public void mapDoubleFunctionTest() {
-        consumeSampleVectors((v, desc) -> operatorTest(v, desc,
-            (vec) -> vec.map(Functions.INV), (val) -> 1.0 / val));
-    }
-
-    /** */
-    @Test
-    public void mapBiFunctionTest() {
-        consumeSampleVectors((v, desc) -> operatorTest(v, desc,
-            (vec) -> vec.map(Functions.PLUS, 1.0), (val) -> 1.0 + val));
-    }
-
-    /** */
-    @Test
-    public void foldMapTest() {
-        toDoubleTest(
-            ref -> Arrays.stream(ref).map(identity()).sum(),
-            (v) -> v.foldMap(Functions.PLUS, Functions.IDENTITY, 0.0));
-    }
-
-    /** */
-    @Test
-    public void foldMapVectorTest() {
-        toDoubleTest(
-            ref -> 2.0 * Arrays.stream(ref).sum(),
-            (v) -> v.foldMap(v, Functions.PLUS, Functions.PLUS, 0.0));
-
-    }
-
-    /** */
-    private void operatorTest(Vector v, String desc, Function<Vector, Vector> op, Function<Double, Double> refOp) {
-        final int size = v.size();
-        final double[] ref = new double[size];
-
-        VectorImplementationsTest.ElementsChecker checker = new VectorImplementationsTest.ElementsChecker(v, ref, desc);
-
-        Vector actual = op.apply(v);
-
-        for (int idx = 0; idx < size; idx++)
-            ref[idx] = refOp.apply(ref[idx]);
-
-        checker.assertCloseEnough(actual, ref);
-    }
-
-    /** */
-    private void toDoubleTest(Function<double[], Double> calcRef, Function<Vector, Double> calcVec) {
-        consumeSampleVectors((v, desc) -> {
-            final int size = v.size();
-            final double[] ref = new double[size];
-
-            new VectorImplementationsTest.ElementsChecker(v, ref, desc); // IMPL NOTE this initialises vector and reference array
-
-            final VectorImplementationsTest.Metric metric = new VectorImplementationsTest.Metric(calcRef.apply(ref), calcVec.apply(v));
-
-            assertTrue("Not close enough at " + desc
-                + ", " + metric, metric.closeEnough());
-        });
-    }
-
-    /** */
-    private void operationVectorTest(BiFunction<Double, Double, Double> operation,
-        BiFunction<Vector, Vector, Vector> vecOperation) {
-        consumeSampleVectors((v, desc) -> {
-            // TODO find out if more elaborate testing scenario is needed or it's okay as is.
-            final int size = v.size();
-            final double[] ref = new double[size];
-
-            final VectorImplementationsTest.ElementsChecker checker = new VectorImplementationsTest.ElementsChecker(v, ref, desc);
-            final Vector operand = v.copy();
-
-            for (int idx = 0; idx < size; idx++)
-                ref[idx] = operation.apply(ref[idx], ref[idx]);
-
-            checker.assertCloseEnough(vecOperation.apply(v, operand), ref);
-        });
-    }
-
-    /** */
-    private void consumeSampleVectors(BiConsumer<Vector, String> consumer) {
-        new VectorImplementationsFixtures().consumeSampleVectors(null, consumer);
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/d78e071a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorImplementationsFixtures.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorImplementationsFixtures.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorImplementationsFixtures.java
deleted file mode 100644
index 5a46218..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorImplementationsFixtures.java
+++ /dev/null
@@ -1,655 +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.vector;
-
-import java.io.IOException;
-import java.io.ObjectInput;
-import java.io.ObjectOutput;
-import java.util.Arrays;
-import java.util.HashSet;
-import java.util.Iterator;
-import java.util.List;
-import java.util.NoSuchElementException;
-import java.util.Set;
-import java.util.concurrent.atomic.AtomicReference;
-import java.util.function.BiConsumer;
-import java.util.function.BiFunction;
-import java.util.function.Consumer;
-import java.util.function.Function;
-import java.util.function.Supplier;
-import org.apache.ignite.math.Matrix;
-import org.apache.ignite.math.StorageConstants;
-import org.apache.ignite.math.Vector;
-import org.apache.ignite.math.impls.matrix.DenseLocalOnHeapMatrix;
-import org.apache.ignite.math.impls.storage.vector.FunctionVectorStorage;
-import org.jetbrains.annotations.NotNull;
-
-import static org.junit.Assert.assertEquals;
-import static org.junit.Assert.assertNotNull;
-
-/** */
-class VectorImplementationsFixtures {
-    /** */
-    private static final List<Supplier<Iterable<Vector>>> suppliers = Arrays.asList(
-        (Supplier<Iterable<Vector>>)DenseLocalOnHeapVectorFixture::new,
-        (Supplier<Iterable<Vector>>)DenseLocalOffHeapVectorFixture::new,
-        (Supplier<Iterable<Vector>>)SparseLocalVectorFixture::new,
-        (Supplier<Iterable<Vector>>)RandomVectorFixture::new,
-        (Supplier<Iterable<Vector>>)ConstantVectorFixture::new,
-        (Supplier<Iterable<Vector>>)DelegatingVectorFixture::new,
-        (Supplier<Iterable<Vector>>)FunctionVectorFixture::new,
-        (Supplier<Iterable<Vector>>)SingleElementVectorFixture::new,
-        (Supplier<Iterable<Vector>>)PivotedVectorViewFixture::new,
-        (Supplier<Iterable<Vector>>)SingleElementVectorViewFixture::new,
-        (Supplier<Iterable<Vector>>)MatrixVectorViewFixture::new,
-        (Supplier<Iterable<Vector>>)SparseLocalOffHeapVectorFixture::new
-    );
-
-    /** */
-    void consumeSampleVectors(Consumer<Integer> paramsConsumer, BiConsumer<Vector, String> consumer) {
-        for (Supplier<Iterable<Vector>> fixtureSupplier : VectorImplementationsFixtures.suppliers) {
-            final Iterable<Vector> fixture = fixtureSupplier.get();
-
-            for (Vector v : fixture) {
-                if (paramsConsumer != null)
-                    paramsConsumer.accept(v.size());
-
-                consumer.accept(v, fixture.toString());
-            }
-        }
-    }
-
-    /** */
-    void selfTest() {
-        new VectorSizesExtraIterator<>("VectorSizesExtraIterator test",
-            (size, shallowCp) -> new DenseLocalOnHeapVector(new double[size], shallowCp),
-            null, "shallow copy", new Boolean[] {false, true, null}).selfTest();
-
-        new VectorSizesIterator("VectorSizesIterator test", DenseLocalOffHeapVector::new, null).selfTest();
-    }
-
-    /** */
-    private static class DenseLocalOnHeapVectorFixture extends VectorSizesExtraFixture<Boolean> {
-        /** */
-        DenseLocalOnHeapVectorFixture() {
-            super("DenseLocalOnHeapVector",
-                (size, shallowCp) -> new DenseLocalOnHeapVector(new double[size], shallowCp),
-                "shallow copy", new Boolean[] {false, true, null});
-        }
-    }
-
-    /** */
-    private static class DenseLocalOffHeapVectorFixture extends VectorSizesFixture {
-        /** */
-        DenseLocalOffHeapVectorFixture() {
-            super("DenseLocalOffHeapVector", DenseLocalOffHeapVector::new);
-        }
-    }
-
-    /** */
-    private static class SparseLocalVectorFixture extends VectorSizesExtraFixture<Integer> {
-        /** */
-        SparseLocalVectorFixture() {
-            super("SparseLocalVector", SparseLocalVector::new, "access mode",
-                new Integer[] {StorageConstants.SEQUENTIAL_ACCESS_MODE, StorageConstants.RANDOM_ACCESS_MODE, null});
-        }
-    }
-
-    /** */
-    private static class RandomVectorFixture extends VectorSizesFixture {
-        /** */
-        RandomVectorFixture() {
-            super("RandomVector", RandomVector::new);
-        }
-    }
-
-    /** */
-    private static class ConstantVectorFixture extends VectorSizesExtraFixture<Double> {
-        /** */
-        ConstantVectorFixture() {
-            super("ConstantVector", ConstantVector::new,
-                "value", new Double[] {-1.0, 0.0, 0.5, 1.0, 2.0, null});
-        }
-    }
-
-    /** */
-    private static class FunctionVectorFixture extends VectorSizesExtraFixture<Double> {
-        /** */
-        FunctionVectorFixture() {
-            super("FunctionVector",
-                (size, scale) -> new FunctionVectorForTest(new double[size], scale),
-                "scale", new Double[] {0.5, 1.0, 2.0, null});
-        }
-    }
-
-    /** */
-    private static class SingleElementVectorFixture implements Iterable<Vector> {
-        /** */
-        private final Supplier<TwoParamsIterator<Integer, Double>> iter;
-
-        /** */
-        private final AtomicReference<String> ctxDescrHolder = new AtomicReference<>("Iterator not started.");
-
-        /** */
-        SingleElementVectorFixture() {
-            iter = () -> new TwoParamsIterator<Integer, Double>("SingleElementVector",
-                null, ctxDescrHolder::set,
-                "size", new Integer[] {1, null},
-                "value", new Double[] {-1.0, 0.0, 0.5, 1.0, 2.0, null}) {
-
-                /** {@inheritDoc} */
-                @Override BiFunction<Integer, Double, Vector> ctor() {
-                    return (size, value) -> new SingleElementVector(size, 0, value);
-                }
-            };
-        }
-
-        /** {@inheritDoc} */
-        @NotNull
-        @Override public Iterator<Vector> iterator() {
-            return iter.get();//(
-        }
-
-        /** {@inheritDoc} */
-        @Override public String toString() {
-            // IMPL NOTE index within bounds is expected to be guaranteed by proper code in this class
-            return ctxDescrHolder.get();
-        }
-    }
-
-    /** */
-    private static class PivotedVectorViewFixture extends VectorSizesFixture {
-        /** */
-        PivotedVectorViewFixture() {
-            super("PivotedVectorView", PivotedVectorViewFixture::pivotedVectorView);
-        }
-
-        /** */
-        private static PivotedVectorView pivotedVectorView(int size) {
-            final DenseLocalOnHeapVector vec = new DenseLocalOnHeapVector(size);
-
-            final int[] pivot = new int[size];
-
-            for (int idx = 0; idx < size; idx++)
-                pivot[idx] = size - 1 - idx;
-
-            PivotedVectorView tmp = new PivotedVectorView(vec, pivot);
-
-            final int[] unpivot = new int[size];
-
-            for (int idx = 0; idx < size; idx++)
-                unpivot[idx] = tmp.unpivot(idx);
-
-            final int[] idxRecovery = new int[size];
-
-            for (int idx = 0; idx < size; idx++)
-                idxRecovery[idx] = idx;
-
-            return new PivotedVectorView(new PivotedVectorView(tmp, unpivot), idxRecovery);
-        }
-    }
-
-    /** */
-    private static class SingleElementVectorViewFixture implements Iterable<Vector> {
-        /** */
-        private final Supplier<TwoParamsIterator<Integer, Double>> iter;
-
-        /** */
-        private final AtomicReference<String> ctxDescrHolder = new AtomicReference<>("Iterator not started.");
-
-        /** */
-        SingleElementVectorViewFixture() {
-            iter = () -> new TwoParamsIterator<Integer, Double>("SingleElementVectorView",
-                null, ctxDescrHolder::set,
-                "size", new Integer[] {1, null},
-                "value", new Double[] {-1.0, 0.0, 0.5, 1.0, 2.0, null}) {
-
-                /** {@inheritDoc} */
-                @Override BiFunction<Integer, Double, Vector> ctor() {
-                    return (size, value) -> new SingleElementVectorView(new SingleElementVector(size, 0, value), 0);
-                }
-            };
-        }
-
-        /** {@inheritDoc} */
-        @NotNull
-        @Override public Iterator<Vector> iterator() {
-            return iter.get();
-        }
-
-        /** {@inheritDoc} */
-        @Override public String toString() {
-            // IMPL NOTE index within bounds is expected to be guaranteed by proper code in this class
-            return ctxDescrHolder.get();
-        }
-    }
-
-    /** */
-    private static class MatrixVectorViewFixture extends VectorSizesExtraFixture<Integer> {
-        /** */
-        MatrixVectorViewFixture() {
-            super("MatrixVectorView",
-                MatrixVectorViewFixture::newView,
-                "stride kind", new Integer[] {0, 1, 2, null});
-        }
-
-        /** */
-        private static Vector newView(int size, int strideKind) {
-            final Matrix parent = new DenseLocalOnHeapMatrix(size, size);
-
-            return new MatrixVectorView(parent, 0, 0, strideKind != 1 ? 1 : 0, strideKind != 0 ? 1 : 0);
-        }
-    }
-
-    /** */
-    private static class VectorSizesExtraFixture<T> implements Iterable<Vector> {
-        /** */
-        private final Supplier<VectorSizesExtraIterator<T>> iter;
-
-        /** */
-        private final AtomicReference<String> ctxDescrHolder = new AtomicReference<>("Iterator not started.");
-
-        /** */
-        VectorSizesExtraFixture(String vectorKind, BiFunction<Integer, T, Vector> ctor, String extraParamName,
-            T[] extras) {
-            iter = () -> new VectorSizesExtraIterator<>(vectorKind, ctor, ctxDescrHolder::set, extraParamName, extras);
-        }
-
-        /** {@inheritDoc} */
-        @NotNull
-        @Override public Iterator<Vector> iterator() {
-            return iter.get();
-        }
-
-        /** {@inheritDoc} */
-        @Override public String toString() {
-            // IMPL NOTE index within bounds is expected to be guaranteed by proper code in this class
-            return ctxDescrHolder.get();
-        }
-    }
-
-    /** */
-    private static abstract class VectorSizesFixture implements Iterable<Vector> {
-        /** */
-        private final Supplier<VectorSizesIterator> iter;
-
-        /** */
-        private final AtomicReference<String> ctxDescrHolder = new AtomicReference<>("Iterator not started.");
-
-        /** */
-        VectorSizesFixture(String vectorKind, Function<Integer, Vector> ctor) {
-            iter = () -> new VectorSizesIterator(vectorKind, ctor, ctxDescrHolder::set);
-        }
-
-        /** {@inheritDoc} */
-        @NotNull
-        @Override public Iterator<Vector> iterator() {
-            return iter.get();
-        }
-
-        /** {@inheritDoc} */
-        @Override public String toString() {
-            // IMPL NOTE index within bounds is expected to be guaranteed by proper code in this class
-            return ctxDescrHolder.get();
-        }
-    }
-
-    /** */
-    private static class VectorSizesExtraIterator<T> extends VectorSizesIterator {
-        /** */
-        private final T[] extras;
-        /** */
-        private int extraIdx = 0;
-        /** */
-        private final BiFunction<Integer, T, Vector> ctor;
-        /** */
-        private final String extraParamName;
-
-        /**
-         * @param vectorKind Descriptive name to use for context logging.
-         * @param ctor Constructor for objects to iterate over.
-         * @param ctxDescrConsumer Context logging consumer.
-         * @param extraParamName Name of extra parameter to iterate over.
-         * @param extras Array of extra parameter values to iterate over.
-         */
-        VectorSizesExtraIterator(String vectorKind, BiFunction<Integer, T, Vector> ctor,
-            Consumer<String> ctxDescrConsumer, String extraParamName, T[] extras) {
-            super(vectorKind, null, ctxDescrConsumer);
-
-            this.ctor = ctor;
-            this.extraParamName = extraParamName;
-            this.extras = extras;
-        }
-
-        /** {@inheritDoc} */
-        @Override public boolean hasNext() {
-            return super.hasNext() && hasNextExtra(extraIdx);
-        }
-
-        /** {@inheritDoc} */
-        @Override void nextIdx() {
-            assert extras[extraIdx] != null
-                : "Index(es) out of bound at " + VectorSizesExtraIterator.this;
-
-            if (hasNextExtra(extraIdx + 1)) {
-                extraIdx++;
-
-                return;
-            }
-
-            extraIdx = 0;
-
-            super.nextIdx();
-        }
-
-        /** {@inheritDoc} */
-        @Override public String toString() {
-            // IMPL NOTE index within bounds is expected to be guaranteed by proper code in this class
-            return "{" + super.toString() +
-                ", " + extraParamName + "=" + extras[extraIdx] +
-                '}';
-        }
-
-        /** {@inheritDoc} */
-        @Override BiFunction<Integer, Integer, Vector> ctor() {
-            return (size, delta) -> ctor.apply(size + delta, extras[extraIdx]);
-        }
-
-        /** */
-        void selfTest() {
-            final Set<Integer> extraIdxs = new HashSet<>();
-
-            int cnt = 0;
-
-            while (hasNext()) {
-                assertNotNull("Expect not null vector at " + this, next());
-
-                if (extras[extraIdx] != null)
-                    extraIdxs.add(extraIdx);
-
-                cnt++;
-            }
-
-            assertEquals("Extra param tested", extraIdxs.size(), extras.length - 1);
-
-            assertEquals("Combinations tested mismatch.",
-                7 * 3 * (extras.length - 1), cnt);
-        }
-
-        /** */
-        private boolean hasNextExtra(int idx) {
-            return extras[idx] != null;
-        }
-    }
-
-    /** */
-    private static class VectorSizesIterator extends TwoParamsIterator<Integer, Integer> {
-        /** */
-        private final Function<Integer, Vector> ctor;
-
-        /** */
-        VectorSizesIterator(String vectorKind, Function<Integer, Vector> ctor, Consumer<String> ctxDescrConsumer) {
-            super(vectorKind, null, ctxDescrConsumer,
-                "size", new Integer[] {2, 4, 8, 16, 32, 64, 128, null},
-                "size delta", new Integer[] {-1, 0, 1, null});
-
-            this.ctor = ctor;
-        }
-
-        /** {@inheritDoc} */
-        @Override BiFunction<Integer, Integer, Vector> ctor() {
-            return (size, delta) -> ctor.apply(size + delta);
-        }
-    }
-
-    /** */
-    private static class TwoParamsIterator<T, U> implements Iterator<Vector> {
-        /** */
-        private final T params1[];
-
-        /** */
-        private final U params2[];
-
-        /** */
-        private final String vectorKind;
-
-        /** */
-        private final String param1Name;
-
-        /** */
-        private final String param2Name;
-
-        /** */
-        private final BiFunction<T, U, Vector> ctor;
-
-        /** */
-        private final Consumer<String> ctxDescrConsumer;
-
-        /** */
-        private int param1Idx = 0;
-
-        /** */
-        private int param2Idx = 0;
-
-        /** */
-        TwoParamsIterator(String vectorKind, BiFunction<T, U, Vector> ctor,
-            Consumer<String> ctxDescrConsumer, String param1Name, T[] params1, String param2Name, U[] params2) {
-            this.param1Name = param1Name;
-            this.params1 = params1;
-
-            this.param2Name = param2Name;
-            this.params2 = params2;
-
-            this.vectorKind = vectorKind;
-
-            this.ctor = ctor;
-
-            this.ctxDescrConsumer = ctxDescrConsumer;
-        }
-
-        /** {@inheritDoc} */
-        @Override public boolean hasNext() {
-            return hasNextParam1(param1Idx) && hasNextParam2(param2Idx);
-        }
-
-        /** {@inheritDoc} */
-        @Override public Vector next() {
-            if (!hasNext())
-                throw new NoSuchElementException(TwoParamsIterator.this.toString());
-
-            if (ctxDescrConsumer != null)
-                ctxDescrConsumer.accept(toString());
-
-            Vector res = ctor().apply(params1[param1Idx], params2[param2Idx]);
-
-            nextIdx();
-
-            return res;
-        }
-
-        /** */
-        void selfTest() {
-            final Set<Integer> sizeIdxs = new HashSet<>(), deltaIdxs = new HashSet<>();
-
-            int cnt = 0;
-
-            while (hasNext()) {
-                assertNotNull("Expect not null vector at " + this, next());
-
-                if (params1[param1Idx] != null)
-                    sizeIdxs.add(param1Idx);
-
-                if (params2[param2Idx] != null)
-                    deltaIdxs.add(param2Idx);
-
-                cnt++;
-            }
-
-            assertEquals("Sizes tested mismatch.", sizeIdxs.size(), params1.length - 1);
-
-            assertEquals("Deltas tested", deltaIdxs.size(), params2.length - 1);
-
-            assertEquals("Combinations tested mismatch.",
-                (params1.length - 1) * (params2.length - 1), cnt);
-        }
-
-        /** IMPL NOTE override in subclasses if needed */
-        void nextIdx() {
-            assert params1[param1Idx] != null && params2[param2Idx] != null
-                : "Index(es) out of bound at " + TwoParamsIterator.this;
-
-            if (hasNextParam2(param2Idx + 1)) {
-                param2Idx++;
-
-                return;
-            }
-
-            param2Idx = 0;
-
-            param1Idx++;
-        }
-
-        /** {@inheritDoc} */
-        @Override public String toString() {
-            // IMPL NOTE index within bounds is expected to be guaranteed by proper code in this class
-            return vectorKind + "{" + param1Name + "=" + params1[param1Idx] +
-                ", " + param2Name + "=" + params2[param2Idx] +
-                '}';
-        }
-
-        /** IMPL NOTE override in subclasses if needed */
-        BiFunction<T, U, Vector> ctor() {
-            return ctor;
-        }
-
-        /** */
-        private boolean hasNextParam1(int idx) {
-            return params1[idx] != null;
-        }
-
-        /** */
-        private boolean hasNextParam2(int idx) {
-            return params2[idx] != null;
-        }
-    }
-
-    /** Delegating vector with dense local onheap vector */
-    private static class DelegatingVectorFixture implements Iterable<Vector> {
-
-        /** */
-        private final Supplier<VectorSizesExtraIterator<Boolean>> iter;
-
-        /** */
-        private final AtomicReference<String> ctxDescrHolder = new AtomicReference<>("Iterator not started.");
-
-        /** */
-        DelegatingVectorFixture() {
-            iter = () -> new VectorSizesExtraIterator<>("DelegatingVector with DenseLocalOnHeapVector",
-                (size, shallowCp) -> new DelegatingVector(new DenseLocalOnHeapVector(new double[size], shallowCp)),
-                ctxDescrHolder::set, "shallow copy", new Boolean[] {false, true, null});
-        }
-
-        /** {@inheritDoc} */
-        @NotNull
-        @Override public Iterator<Vector> iterator() {
-            return iter.get();
-        }
-
-        /** {@inheritDoc} */
-        @Override public String toString() {
-            // IMPL NOTE index within bounds is expected to be guaranteed by proper code in this class
-            return ctxDescrHolder.get();
-        }
-    }
-
-    /** Subclass tweaked for serialization */
-    private static class FunctionVectorForTest extends FunctionVector {
-        /** */
-        double[] arr;
-
-        /** */
-        double scale;
-
-        /** */
-        public FunctionVectorForTest() {
-            // No-op.
-        }
-
-        /** */
-        FunctionVectorForTest(double[] arr, double scale) {
-            super(arr.length, idx -> arr[idx] * scale, (idx, value) -> arr[idx] = value / scale);
-
-            this.arr = arr;
-
-            this.scale = scale;
-        }
-
-        /** {@inheritDoc} */
-        @Override public void writeExternal(ObjectOutput out) throws IOException {
-            super.writeExternal(out);
-
-            out.writeObject(arr);
-
-            out.writeDouble(scale);
-        }
-
-        /** {@inheritDoc} */
-        @Override public void readExternal(ObjectInput in) throws IOException, ClassNotFoundException {
-            super.readExternal(in);
-
-            arr = (double[])in.readObject();
-
-            scale = in.readDouble();
-
-            setStorage(new FunctionVectorStorage(arr.length, idx -> arr[idx] * scale, (idx, value) -> arr[idx] = value / scale));
-        }
-
-        /** {@inheritDoc} */
-        @Override public int hashCode() {
-            int res = 1;
-
-            res = res * 37 + Double.hashCode(scale);
-            res = res * 37 + Integer.hashCode(getStorage().size());
-
-            return res;
-        }
-
-        /** {@inheritDoc} */
-        @Override public boolean equals(Object o) {
-            if (this == o)
-                return true;
-
-            if (o == null || getClass() != o.getClass())
-                return false;
-
-            FunctionVectorForTest that = (FunctionVectorForTest)o;
-
-            return new Double(scale).equals(that.scale)
-                && (arr != null ? Arrays.equals(arr, that.arr) : that.arr == null);
-        }
-    }
-
-    /** */
-    private static class SparseLocalOffHeapVectorFixture extends VectorSizesFixture {
-
-        /** */
-        SparseLocalOffHeapVectorFixture() {
-            super("SparseLocalOffHeapVector", SparseLocalOffHeapVector::new);
-        }
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/d78e071a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorImplementationsTest.java
----------------------------------------------------------------------
diff --git a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorImplementationsTest.java b/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorImplementationsTest.java
deleted file mode 100644
index 0e61513..0000000
--- a/modules/ml/src/test/java/org/apache/ignite/math/impls/vector/VectorImplementationsTest.java
+++ /dev/null
@@ -1,860 +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.vector;
-
-import java.util.Arrays;
-import java.util.concurrent.atomic.AtomicReference;
-import java.util.function.BiConsumer;
-import java.util.function.BiFunction;
-import java.util.function.Consumer;
-import java.util.function.Function;
-import org.apache.ignite.IgniteException;
-import org.apache.ignite.math.ExternalizeTest;
-import org.apache.ignite.math.Vector;
-import org.apache.ignite.math.exceptions.CardinalityException;
-import org.apache.ignite.math.exceptions.UnsupportedOperationException;
-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.assertNull;
-import static org.junit.Assert.assertTrue;
-import static org.junit.Assert.fail;
-
-/** See also: {@link AbstractVectorTest} and {@link VectorToMatrixTest}. */
-public class VectorImplementationsTest { // todo split this to smaller cohesive test classes
-    /** */
-    @Test
-    public void vectorImplementationsFixturesTest() {
-        new VectorImplementationsFixtures().selfTest();
-    }
-
-    /** */
-    @Test
-    public void setGetTest() {
-        consumeSampleVectors((v, desc) -> mutateAtIdxTest(v, desc, (vec, idx, val) -> {
-            vec.set(idx, val);
-
-            return val;
-        }));
-    }
-
-    /** */
-    @Test
-    public void setXTest() {
-        consumeSampleVectors((v, desc) -> mutateAtIdxTest(v, desc, (vec, idx, val) -> {
-            vec.setX(idx, val);
-
-            return val;
-        }));
-    }
-
-    /** */
-    @Test
-    public void incrementTest() {
-        consumeSampleVectors((v, desc) -> mutateAtIdxTest(v, desc, (vec, idx, val) -> {
-            double old = vec.get(idx);
-
-            vec.increment(idx, val);
-
-            return old + val;
-        }));
-    }
-
-    /** */
-    @Test
-    public void incrementXTest() {
-        consumeSampleVectors((v, desc) -> mutateAtIdxTest(v, desc, (vec, idx, val) -> {
-            double old = vec.getX(idx);
-
-            vec.incrementX(idx, val);
-
-            return old + val;
-        }));
-    }
-
-    /** */
-    @Test
-    public void operateXOutOfBoundsTest() {
-        consumeSampleVectors((v, desc) -> {
-            if (v instanceof DenseLocalOffHeapVector || v instanceof SparseLocalVector || v instanceof SparseLocalOffHeapVector)
-                return; // todo find out if it's OK to skip by instances here
-
-            boolean expECaught = false;
-
-            try {
-                v.getX(-1);
-            }
-            catch (ArrayIndexOutOfBoundsException | IgniteException e) {
-                expECaught = true;
-            }
-
-            if (!getXOutOfBoundsOK(v))
-                assertTrue("Expect exception at negative index getX in " + desc, expECaught);
-
-            expECaught = false;
-
-            try {
-                v.setX(-1, 0);
-            }
-            catch (ArrayIndexOutOfBoundsException | IgniteException e) {
-                expECaught = true;
-            }
-
-            assertTrue("Expect exception at negative index setX in " + desc, expECaught);
-
-            expECaught = false;
-
-            try {
-                v.incrementX(-1, 1);
-            }
-            catch (ArrayIndexOutOfBoundsException | IgniteException e) {
-                expECaught = true;
-            }
-
-            assertTrue("Expect exception at negative index incrementX in " + desc, expECaught);
-
-            expECaught = false;
-
-            try {
-                v.getX(v.size());
-            }
-            catch (ArrayIndexOutOfBoundsException | IgniteException e) {
-                expECaught = true;
-            }
-
-            if (!getXOutOfBoundsOK(v))
-                assertTrue("Expect exception at too large index getX in " + desc, expECaught);
-
-            expECaught = false;
-
-            try {
-                v.setX(v.size(), 1);
-            }
-            catch (ArrayIndexOutOfBoundsException | IgniteException e) {
-                expECaught = true;
-            }
-
-            assertTrue("Expect exception at too large index setX in " + desc, expECaught);
-
-            expECaught = false;
-
-            try {
-                v.incrementX(v.size(), 1);
-            }
-            catch (ArrayIndexOutOfBoundsException | IgniteException e) {
-                expECaught = true;
-            }
-
-            assertTrue("Expect exception at too large index incrementX in " + desc, expECaught);
-        });
-    }
-
-    /** */
-    @Test
-    public void sizeTest() {
-        final AtomicReference<Integer> expSize = new AtomicReference<>(0);
-
-        consumeSampleVectors(
-            expSize::set,
-            (v, desc) -> assertEquals("Expected size for " + desc,
-                (int)expSize.get(), v.size())
-        );
-    }
-
-    /** */
-    @Test
-    public void getElementTest() {
-        consumeSampleVectors((v, desc) -> new ElementsChecker(v, desc).assertCloseEnough(v));
-    }
-
-    /** */
-    @Test
-    public void copyTest() {
-        consumeSampleVectors((v, desc) -> new ElementsChecker(v, desc).assertCloseEnough(v.copy()));
-    }
-
-    /** */
-    @Test
-    public void divideTest() {
-        operationTest((val, operand) -> val / operand, Vector::divide);
-    }
-
-    /** */
-    @Test
-    public void likeTest() {
-        for (int card : new int[] {1, 2, 4, 8, 16, 32, 64, 128})
-            consumeSampleVectors((v, desc) -> {
-                Class<? extends Vector> expType = expLikeType(v);
-
-                if (expType == null) {
-                    try {
-                        v.like(card);
-                    }
-                    catch (UnsupportedOperationException uoe) {
-                        return;
-                    }
-
-                    fail("Expected exception wasn't caught for " + desc);
-
-                    return;
-                }
-
-                Vector vLike = v.like(card);
-
-                assertNotNull("Expect non-null like vector for " + expType.getSimpleName() + " in " + desc, vLike);
-                assertEquals("Expect size equal to cardinality at " + desc, card, vLike.size());
-
-                Class<? extends Vector> actualType = vLike.getClass();
-
-                assertTrue("Actual vector type " + actualType.getSimpleName()
-                        + " should be assignable from expected type " + expType.getSimpleName() + " in " + desc,
-                    actualType.isAssignableFrom(expType));
-            });
-    }
-
-    /** */
-    @Test
-    public void minusTest() {
-        operationVectorTest((operand1, operand2) -> operand1 - operand2, Vector::minus);
-    }
-
-    /** */
-    @Test
-    public void plusVectorTest() {
-        operationVectorTest((operand1, operand2) -> operand1 + operand2, Vector::plus);
-    }
-
-    /** */
-    @Test
-    public void plusDoubleTest() {
-        operationTest((val, operand) -> val + operand, Vector::plus);
-    }
-
-    /** */
-    @Test
-    public void timesVectorTest() {
-        operationVectorTest((operand1, operand2) -> operand1 * operand2, Vector::times);
-    }
-
-    /** */
-    @Test
-    public void timesDoubleTest() {
-        operationTest((val, operand) -> val * operand, Vector::times);
-    }
-
-    /** */
-    @Test
-    public void viewPartTest() {
-        consumeSampleVectors((v, desc) -> {
-            final int size = v.size();
-            final double[] ref = new double[size];
-            final int delta = size > 32 ? 3 : 1; // IMPL NOTE this is for faster test execution
-
-            final ElementsChecker checker = new ElementsChecker(v, ref, desc);
-
-            for (int off = 0; off < size; off += delta)
-                for (int len = 1; len < size - off; len += delta)
-                    checker.assertCloseEnough(v.viewPart(off, len), Arrays.copyOfRange(ref, off, off + len));
-        });
-    }
-
-    /** */
-    @Test
-    public void sumTest() {
-        toDoubleTest(
-            ref -> Arrays.stream(ref).sum(),
-            Vector::sum);
-    }
-
-    /** */
-    @Test
-    public void minValueTest() {
-        toDoubleTest(
-            ref -> Arrays.stream(ref).min().getAsDouble(),
-            Vector::minValue);
-    }
-
-    /** */
-    @Test
-    public void maxValueTest() {
-        toDoubleTest(
-            ref -> Arrays.stream(ref).max().getAsDouble(),
-            Vector::maxValue);
-    }
-
-    /** */
-    @Test
-    public void sortTest() {
-        consumeSampleVectors((v, desc) -> {
-            if (readOnly(v) || !v.isArrayBased()) {
-                boolean expECaught = false;
-
-                try {
-                    v.sort();
-                }
-                catch (UnsupportedOperationException uoe) {
-                    expECaught = true;
-                }
-
-                assertTrue("Expected exception was not caught for sort in " + desc, expECaught);
-
-                return;
-            }
-
-            final int size = v.size();
-            final double[] ref = new double[size];
-
-            new ElementsChecker(v, ref, desc).assertCloseEnough(v.sort(), Arrays.stream(ref).sorted().toArray());
-        });
-    }
-
-    /** */
-    @Test
-    public void metaAttributesTest() {
-        consumeSampleVectors((v, desc) -> {
-            assertNotNull("Null meta storage in " + desc, v.getMetaStorage());
-
-            final String key = "test key";
-            final String val = "test value";
-            final String details = "key [" + key + "] for " + desc;
-
-            v.setAttribute(key, val);
-            assertTrue("Expect to have meta attribute for " + details, v.hasAttribute(key));
-            assertEquals("Unexpected meta attribute value for " + details, val, v.getAttribute(key));
-
-            v.removeAttribute(key);
-            assertFalse("Expect not to have meta attribute for " + details, v.hasAttribute(key));
-            assertNull("Unexpected meta attribute value for " + details, v.getAttribute(key));
-        });
-    }
-
-    /** */
-    @Test
-    public void assignDoubleTest() {
-        consumeSampleVectors((v, desc) -> {
-            if (readOnly(v))
-                return;
-
-            for (double val : new double[] {0, -1, 0, 1}) {
-                v.assign(val);
-
-                for (int idx = 0; idx < v.size(); idx++) {
-                    final Metric metric = new Metric(val, v.get(idx));
-
-                    assertTrue("Not close enough at index " + idx + ", val " + val + ", " + metric
-                        + ", " + desc, metric.closeEnough());
-                }
-            }
-        });
-    }
-
-    /** */
-    @Test
-    public void assignDoubleArrTest() {
-        consumeSampleVectors((v, desc) -> {
-            if (readOnly(v))
-                return;
-
-            final int size = v.size();
-            final double[] ref = new double[size];
-
-            final ElementsChecker checker = new ElementsChecker(v, ref, desc);
-
-            for (int idx = 0; idx < size; idx++)
-                ref[idx] = -ref[idx];
-
-            v.assign(ref);
-
-            checker.assertCloseEnough(v, ref);
-
-            assignDoubleArrWrongCardinality(v, desc);
-        });
-    }
-
-    /** */
-    @Test
-    public void assignVectorTest() {
-        consumeSampleVectors((v, desc) -> {
-            if (readOnly(v))
-                return;
-
-            final int size = v.size();
-            final double[] ref = new double[size];
-
-            final ElementsChecker checker = new ElementsChecker(v, ref, desc);
-
-            for (int idx = 0; idx < size; idx++)
-                ref[idx] = -ref[idx];
-
-            v.assign(new DenseLocalOnHeapVector(ref));
-
-            checker.assertCloseEnough(v, ref);
-
-            assignVectorWrongCardinality(v, desc);
-        });
-    }
-
-    /** */
-    @Test
-    public void assignFunctionTest() {
-        consumeSampleVectors((v, desc) -> {
-            if (readOnly(v))
-                return;
-
-            final int size = v.size();
-            final double[] ref = new double[size];
-
-            final ElementsChecker checker = new ElementsChecker(v, ref, desc);
-
-            for (int idx = 0; idx < size; idx++)
-                ref[idx] = -ref[idx];
-
-            v.assign((idx) -> ref[idx]);
-
-            checker.assertCloseEnough(v, ref);
-        });
-    }
-
-    /** */
-    @Test
-    public void minElementTest() {
-        consumeSampleVectors((v, desc) -> {
-            final ElementsChecker checker = new ElementsChecker(v, desc);
-
-            final Vector.Element minE = v.minElement();
-
-            final int minEIdx = minE.index();
-
-            assertTrue("Unexpected index from minElement " + minEIdx + ", " + desc,
-                minEIdx >= 0 && minEIdx < v.size());
-
-            final Metric metric = new Metric(minE.get(), v.minValue());
-
-            assertTrue("Not close enough minElement at index " + minEIdx + ", " + metric
-                + ", " + desc, metric.closeEnough());
-
-            checker.assertNewMinElement(v);
-        });
-    }
-
-    /** */
-    @Test
-    public void maxElementTest() {
-        consumeSampleVectors((v, desc) -> {
-            final ElementsChecker checker = new ElementsChecker(v, desc);
-
-            final Vector.Element maxE = v.maxElement();
-
-            final int minEIdx = maxE.index();
-
-            assertTrue("Unexpected index from minElement " + minEIdx + ", " + desc,
-                minEIdx >= 0 && minEIdx < v.size());
-
-            final Metric metric = new Metric(maxE.get(), v.maxValue());
-
-            assertTrue("Not close enough maxElement at index " + minEIdx + ", " + metric
-                + ", " + desc, metric.closeEnough());
-
-            checker.assertNewMaxElement(v);
-        });
-    }
-
-    /** */
-    @Test
-    public void externalizeTest() {
-        (new ExternalizeTest<Vector>() {
-            /** {@inheritDoc} */
-            @Override public void externalizeTest() {
-                consumeSampleVectors((v, desc) -> {
-                    if (v instanceof SparseLocalOffHeapVector)
-                        return; //TODO: wait till SparseLocalOffHeapVector externalization support.
-
-                    externalizeTest(v);
-                });
-            }
-        }).externalizeTest();
-    }
-
-    /** */
-    @Test
-    public void hashCodeTest() {
-        consumeSampleVectors((v, desc) -> assertTrue("Zero hash code for " + desc, v.hashCode() != 0));
-    }
-
-    /** */
-    private boolean getXOutOfBoundsOK(Vector v) {
-        // todo find out if this is indeed OK
-        return v instanceof RandomVector || v instanceof ConstantVector
-            || v instanceof SingleElementVector || v instanceof SingleElementVectorView;
-    }
-
-    /** */
-    private void mutateAtIdxTest(Vector v, String desc, MutateAtIdx operation) {
-        if (readOnly(v)) {
-            if (v.size() < 1)
-                return;
-
-            boolean expECaught = false;
-
-            try {
-                operation.apply(v, 0, 1);
-            }
-            catch (UnsupportedOperationException uoe) {
-                expECaught = true;
-            }
-
-            assertTrue("Expect exception at attempt to mutate element in " + desc, expECaught);
-
-            return;
-        }
-
-        for (double val : new double[] {0, -1, 0, 1})
-            for (int idx = 0; idx < v.size(); idx++) {
-                double exp = operation.apply(v, idx, val);
-
-                final Metric metric = new Metric(exp, v.get(idx));
-
-                assertTrue("Not close enough at index " + idx + ", val " + val + ", " + metric
-                    + ", " + desc, metric.closeEnough());
-            }
-    }
-
-    /** */
-    private Class<? extends Vector> expLikeType(Vector v) {
-        Class<? extends Vector> clazz = v.getClass();
-
-        if (clazz.isAssignableFrom(PivotedVectorView.class) || clazz.isAssignableFrom(SingleElementVectorView.class))
-            return null;
-
-        if (clazz.isAssignableFrom(MatrixVectorView.class) || clazz.isAssignableFrom(DelegatingVector.class))
-            return DenseLocalOnHeapVector.class; // IMPL NOTE per fixture
-
-        return clazz;
-    }
-
-    /** */
-    private void toDoubleTest(Function<double[], Double> calcRef, Function<Vector, Double> calcVec) {
-        consumeSampleVectors((v, desc) -> {
-            final int size = v.size();
-            final double[] ref = new double[size];
-
-            new ElementsChecker(v, ref, desc); // IMPL NOTE this initialises vector and reference array
-
-            final Metric metric = new Metric(calcRef.apply(ref), calcVec.apply(v));
-
-            assertTrue("Not close enough at " + desc
-                + ", " + metric, metric.closeEnough());
-        });
-    }
-
-    /** */
-    private void operationVectorTest(BiFunction<Double, Double, Double> operation,
-        BiFunction<Vector, Vector, Vector> vecOperation) {
-        consumeSampleVectors((v, desc) -> {
-            // TODO find out if more elaborate testing scenario is needed or it's okay as is.
-            final int size = v.size();
-            final double[] ref = new double[size];
-
-            final ElementsChecker checker = new ElementsChecker(v, ref, desc);
-            final Vector operand = v.copy();
-
-            for (int idx = 0; idx < size; idx++)
-                ref[idx] = operation.apply(ref[idx], ref[idx]);
-
-            checker.assertCloseEnough(vecOperation.apply(v, operand), ref);
-
-            assertWrongCardinality(v, desc, vecOperation);
-        });
-    }
-
-    /** */
-    private void assignDoubleArrWrongCardinality(Vector v, String desc) {
-        boolean expECaught = false;
-
-        try {
-            v.assign(new double[v.size() + 1]);
-        }
-        catch (CardinalityException ce) {
-            expECaught = true;
-        }
-
-        assertTrue("Expect exception at too large size in " + desc, expECaught);
-
-        if (v.size() < 2)
-            return;
-
-        expECaught = false;
-
-        try {
-            v.assign(new double[v.size() - 1]);
-        }
-        catch (CardinalityException ce) {
-            expECaught = true;
-        }
-
-        assertTrue("Expect exception at too small size in " + desc, expECaught);
-    }
-
-    /** */
-    private void assignVectorWrongCardinality(Vector v, String desc) {
-        boolean expECaught = false;
-
-        try {
-            v.assign(new DenseLocalOnHeapVector(v.size() + 1));
-        }
-        catch (CardinalityException ce) {
-            expECaught = true;
-        }
-
-        assertTrue("Expect exception at too large size in " + desc, expECaught);
-
-        if (v.size() < 2)
-            return;
-
-        expECaught = false;
-
-        try {
-            v.assign(new DenseLocalOnHeapVector(v.size() - 1));
-        }
-        catch (CardinalityException ce) {
-            expECaught = true;
-        }
-
-        assertTrue("Expect exception at too small size in " + desc, expECaught);
-    }
-
-    /** */
-    private void assertWrongCardinality(
-        Vector v, String desc, BiFunction<Vector, Vector, Vector> vecOperation) {
-        boolean expECaught = false;
-
-        try {
-            vecOperation.apply(v, new DenseLocalOnHeapVector(v.size() + 1));
-        }
-        catch (CardinalityException ce) {
-            expECaught = true;
-        }
-
-        assertTrue("Expect exception at too large size in " + desc, expECaught);
-
-        if (v.size() < 2)
-            return;
-
-        expECaught = false;
-
-        try {
-            vecOperation.apply(v, new DenseLocalOnHeapVector(v.size() - 1));
-        }
-        catch (CardinalityException ce) {
-            expECaught = true;
-        }
-
-        assertTrue("Expect exception at too small size in " + desc, expECaught);
-    }
-
-    /** */
-    private void operationTest(BiFunction<Double, Double, Double> operation,
-        BiFunction<Vector, Double, Vector> vecOperation) {
-        for (double val : new double[] {0, 0.1, 1, 2, 10})
-            consumeSampleVectors((v, desc) -> {
-                final int size = v.size();
-                final double[] ref = new double[size];
-
-                final ElementsChecker checker = new ElementsChecker(v, ref, "val " + val + ", " + desc);
-
-                for (int idx = 0; idx < size; idx++)
-                    ref[idx] = operation.apply(ref[idx], val);
-
-                checker.assertCloseEnough(vecOperation.apply(v, val), ref);
-            });
-    }
-
-    /** */
-    private void consumeSampleVectors(BiConsumer<Vector, String> consumer) {
-        consumeSampleVectors(null, consumer);
-    }
-
-    /** */
-    private void consumeSampleVectors(Consumer<Integer> paramsConsumer, BiConsumer<Vector, String> consumer) {
-        new VectorImplementationsFixtures().consumeSampleVectors(paramsConsumer, consumer);
-    }
-
-    /** */
-    private static boolean readOnly(Vector v) {
-        return v instanceof RandomVector || v instanceof ConstantVector;
-    }
-
-    /** */
-    private interface MutateAtIdx {
-        /** */
-        double apply(Vector v, int idx, double val);
-    }
-
-    /** */
-    static class ElementsChecker {
-        /** */
-        private final String fixtureDesc;
-
-        /** */
-        private final double[] refReadOnly;
-
-        /** */
-        private final boolean nonNegative;
-
-        /** */
-        ElementsChecker(Vector v, double[] ref, String fixtureDesc, boolean nonNegative) {
-            this.fixtureDesc = fixtureDesc;
-
-            this.nonNegative = nonNegative;
-
-            refReadOnly = readOnly(v) && ref == null ? new double[v.size()] : null;
-
-            init(v, ref);
-        }
-
-        /** */
-        ElementsChecker(Vector v, double[] ref, String fixtureDesc) {
-            this(v, ref, fixtureDesc, false);
-        }
-
-        /** */
-        ElementsChecker(Vector v, String fixtureDesc) {
-            this(v, null, fixtureDesc);
-        }
-
-        /** */
-        void assertCloseEnough(Vector obtained, double[] exp) {
-            final int size = obtained.size();
-
-            for (int i = 0; i < size; i++) {
-                final Vector.Element e = obtained.getElement(i);
-
-                if (refReadOnly != null && exp == null)
-                    exp = refReadOnly;
-
-                final Metric metric = new Metric(exp == null ? generated(i) : exp[i], e.get());
-
-                assertEquals("Unexpected vector index at " + fixtureDesc, i, e.index());
-                assertTrue("Not close enough at index " + i + ", size " + size + ", " + metric
-                    + ", " + fixtureDesc, metric.closeEnough());
-            }
-        }
-
-        /** */
-        void assertCloseEnough(Vector obtained) {
-            assertCloseEnough(obtained, null);
-        }
-
-        /** */
-        void assertNewMinElement(Vector v) {
-            if (readOnly(v))
-                return;
-
-            int exp = v.size() / 2;
-
-            v.set(exp, -(v.size() * 2 + 1));
-
-            assertEquals("Unexpected minElement index at " + fixtureDesc, exp, v.minElement().index());
-        }
-
-        /** */
-        void assertNewMaxElement(Vector v) {
-            if (readOnly(v))
-                return;
-
-            int exp = v.size() / 2;
-
-            v.set(exp, v.size() * 2 + 1);
-
-            assertEquals("Unexpected minElement index at " + fixtureDesc, exp, v.maxElement().index());
-        }
-
-        /** */
-        private void init(Vector v, double[] ref) {
-            if (readOnly(v)) {
-                initReadonly(v, ref);
-
-                return;
-            }
-
-            for (Vector.Element e : v.all()) {
-                int idx = e.index();
-
-                // IMPL NOTE introduce negative values because their absence
-                //    blocked catching an ugly bug in AbstractVector#kNorm
-                int val = generated(idx);
-
-                e.set(val);
-
-                if (ref != null)
-                    ref[idx] = val;
-            }
-        }
-
-        /** */
-        private void initReadonly(Vector v, double[] ref) {
-            if (refReadOnly != null)
-                for (Vector.Element e : v.all())
-                    refReadOnly[e.index()] = e.get();
-
-            if (ref != null)
-                for (Vector.Element e : v.all())
-                    ref[e.index()] = e.get();
-        }
-
-        /** */
-        private int generated(int idx) {
-            return nonNegative || (idx & 1) == 0 ? idx : -idx;
-        }
-    }
-
-    /** */
-    static class Metric { // todo consider if softer tolerance (like say 0.1 or 0.01) would make sense here
-        /** */
-        private final double exp;
-
-        /** */
-        private final double obtained;
-
-        /** **/
-        Metric(double exp, double obtained) {
-            this.exp = exp;
-            this.obtained = obtained;
-        }
-
-        /** */
-        boolean closeEnough() {
-            return new Double(exp).equals(obtained) || closeEnoughToZero();
-        }
-
-        /** {@inheritDoc} */
-        @Override public String toString() {
-            return "Metric{" + "expected=" + exp +
-                ", obtained=" + obtained +
-                '}';
-        }
-
-        /** */
-        private boolean closeEnoughToZero() {
-            return (new Double(exp).equals(0.0) && new Double(obtained).equals(-0.0))
-                || (new Double(exp).equals(-0.0) && new Double(obtained).equals(0.0));
-        }
-    }
-}


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