FeatureUDFTest.java

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 * 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
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package hivemall.ftvec;

import org.apache.hadoop.hive.ql.exec.UDFArgumentException;
import org.apache.hadoop.hive.ql.udf.generic.GenericUDF;
import org.apache.hadoop.hive.ql.udf.generic.GenericUDF.DeferredJavaObject;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
import org.apache.hadoop.io.DoubleWritable;
import org.apache.hadoop.io.Text;
import org.junit.Assert;
import org.junit.Before;
import org.junit.Test;

public class FeatureUDFTest {
    FeatureUDF udf = null;

    @Before
    public void setup() {
        udf = new FeatureUDF();
    }

    @Test
    public void testIntInt() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaIntObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaIntObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject(1),
                new DeferredJavaObject(2)});

        Assert.assertEquals("1:2", ret.toString());
    }

    @Test
    public void testIntLong() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaIntObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaLongObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject(1),
                new DeferredJavaObject(2L)});

        Assert.assertEquals("1:2", ret.toString());
    }

    @Test
    public void testIntFloat() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaIntObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaFloatObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject(1),
                new DeferredJavaObject(2.5f)});

        Assert.assertEquals("1:2.5", ret.toString());
    }

    @Test
    public void testIntDouble() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaIntObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaDoubleObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject(1),
                new DeferredJavaObject(2.5d)});

        Assert.assertEquals("1:2.5", ret.toString());
    }

    @Test
    public void testLongInt() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaLongObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaIntObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject(1L),
                new DeferredJavaObject(2)});

        Assert.assertEquals("1:2", ret.toString());
    }

    @Test
    public void testLongLong() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaLongObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaLongObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject(1L),
                new DeferredJavaObject(2L)});

        Assert.assertEquals("1:2", ret.toString());
    }

    @Test
    public void testLongFloat() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaLongObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaFloatObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject(1L),
                new DeferredJavaObject(2.5f)});

        Assert.assertEquals("1:2.5", ret.toString());
    }

    @Test
    public void testLongDouble() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaLongObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaDoubleObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject(1L),
                new DeferredJavaObject(2.5d)});

        Assert.assertEquals("1:2.5", ret.toString());
    }

    @Test
    public void testStringInt() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaStringObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaIntObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject("f1"),
                new DeferredJavaObject(2)});

        Assert.assertEquals("f1:2", ret.toString());
    }

    @Test
    public void testStringLong() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaStringObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaLongObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject("f1"),
                new DeferredJavaObject(2L)});

        Assert.assertEquals("f1:2", ret.toString());
    }

    @Test
    public void testStringFloat() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaStringObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaFloatObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject("f1"),
                new DeferredJavaObject(2.5f)});

        Assert.assertEquals("f1:2.5", ret.toString());
    }

    @Test
    public void testStringDouble() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaStringObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaDoubleObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject("f1"),
                new DeferredJavaObject(2.5d)});

        Assert.assertEquals("f1:2.5", ret.toString());
    }

    @Test
    public void testTextDouble() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.writableStringObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaDoubleObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {
                new DeferredJavaObject(new Text("f1")), new DeferredJavaObject(2.5d)});

        Assert.assertEquals("f1:2.5", ret.toString());
    }

    @Test
    public void testTextDoubleWritable() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.writableStringObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.writableDoubleObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {
                new DeferredJavaObject(new Text("f1")),
                new DeferredJavaObject(new DoubleWritable(2.5d))});

        Assert.assertEquals("f1:2.5", ret.toString());
    }

    @Test(expected = UDFArgumentException.class)
    public void testStringStringFails() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaStringObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaStringObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});
    }

    @Test
    public void testNullWeight() throws Exception {
        ObjectInspector featureOI = PrimitiveObjectInspectorFactory.javaStringObjectInspector;
        ObjectInspector weightOI = PrimitiveObjectInspectorFactory.javaIntObjectInspector;
        udf.initialize(new ObjectInspector[] {featureOI, weightOI});

        Text ret = udf.evaluate(new GenericUDF.DeferredObject[] {new DeferredJavaObject("f1"),
                new DeferredJavaObject(null)});

        Assert.assertNull(ret);

    }
}