Removed unused imports and formatted Project: http://git-wip-us.apache.org/repos/asf/incubator-hivemall/repo Commit: http://git-wip-us.apache.org/repos/asf/incubator-hivemall/commit/9669c9d4 Tree: http://git-wip-us.apache.org/repos/asf/incubator-hivemall/tree/9669c9d4 Diff: http://git-wip-us.apache.org/repos/asf/incubator-hivemall/diff/9669c9d4
Branch: refs/heads/master Commit: 9669c9d4304a8c440aae7cda8201a6116c4edbbf Parents: 1f98970 Author: myui <yuin...@gmail.com> Authored: Thu Apr 20 21:00:06 2017 +0900 Committer: myui <yuin...@gmail.com> Committed: Thu Apr 20 21:00:06 2017 +0900 ---------------------------------------------------------------------- .../java/hivemall/evaluation/AUCUDAFTest.java | 86 +++++++------------- 1 file changed, 31 insertions(+), 55 deletions(-) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/incubator-hivemall/blob/9669c9d4/core/src/test/java/hivemall/evaluation/AUCUDAFTest.java ---------------------------------------------------------------------- diff --git a/core/src/test/java/hivemall/evaluation/AUCUDAFTest.java b/core/src/test/java/hivemall/evaluation/AUCUDAFTest.java index df26175..2582ab4 100644 --- a/core/src/test/java/hivemall/evaluation/AUCUDAFTest.java +++ b/core/src/test/java/hivemall/evaluation/AUCUDAFTest.java @@ -18,6 +18,8 @@ */ package hivemall.evaluation; +import java.util.ArrayList; + import org.apache.hadoop.hive.ql.metadata.HiveException; import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator; import org.apache.hadoop.hive.ql.udf.generic.SimpleGenericUDAFParameterInfo; @@ -26,10 +28,6 @@ import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory; import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector; import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory; - -import java.util.ArrayList; -import java.util.Arrays; - import org.junit.Assert; import org.junit.Before; import org.junit.Test; @@ -46,10 +44,8 @@ public class AUCUDAFTest { auc = new AUCUDAF(); inputOIs = new ObjectInspector[] { - PrimitiveObjectInspectorFactory.getPrimitiveJavaObjectInspector( - PrimitiveObjectInspector.PrimitiveCategory.DOUBLE), - PrimitiveObjectInspectorFactory.getPrimitiveJavaObjectInspector( - PrimitiveObjectInspector.PrimitiveCategory.INT)}; + PrimitiveObjectInspectorFactory.getPrimitiveJavaObjectInspector(PrimitiveObjectInspector.PrimitiveCategory.DOUBLE), + PrimitiveObjectInspectorFactory.getPrimitiveJavaObjectInspector(PrimitiveObjectInspector.PrimitiveCategory.INT)}; evaluator = auc.getEvaluator(new SimpleGenericUDAFParameterInfo(inputOIs, false, false)); @@ -120,7 +116,7 @@ public class AUCUDAFTest { Assert.assertEquals(0.8125, agg.get(), 1e-5); } - @Test(expected=HiveException.class) + @Test(expected = HiveException.class) public void testAllTruePositive() throws Exception { final double[] scores = new double[] {0.8, 0.7, 0.5, 0.3, 0.2}; final int[] labels = new int[] {1, 1, 1, 1, 1}; @@ -136,7 +132,7 @@ public class AUCUDAFTest { agg.get(); } - @Test(expected=HiveException.class) + @Test(expected = HiveException.class) public void testAllFalsePositive() throws Exception { final double[] scores = new double[] {0.8, 0.7, 0.5, 0.3, 0.2}; final int[] labels = new int[] {0, 0, 0, 0, 0}; @@ -236,7 +232,8 @@ public class AUCUDAFTest { // merge bins // merge in a different order; e.g., <bin0, bin1>, <bin1, bin0> should return same value - final int[][] orders = new int[][] {{0, 1, 2}, {0, 2, 1}, {1, 0, 2}, {1, 2, 0}, {2, 1, 0}, {2, 0, 1}}; + final int[][] orders = new int[][] { {0, 1, 2}, {0, 2, 1}, {1, 0, 2}, {1, 2, 0}, {2, 1, 0}, + {2, 0, 1}}; for (int i = 0; i < orders.length; i++) { evaluator.init(GenericUDAFEvaluator.Mode.PARTIAL2, partialOI); evaluator.reset(agg); @@ -251,28 +248,17 @@ public class AUCUDAFTest { @Test public void test100() throws Exception { - final double[] scores = new double[] { - 0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.8, 0.8, - 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, - 0.8, 0.8, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, - 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.6, - 0.6, 0.6, 0.6, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, - 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, - 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, - 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, - 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, + final double[] scores = new double[] {0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.8, 0.8, + 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.7, 0.7, 0.7, 0.7, + 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.6, 0.6, 0.6, + 0.6, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, + 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, + 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1}; - final int[] labels = new int[] { - 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, - 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, - 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, - 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, - 1, 0, 0, 1, 1, 1, 1, 1, 1, 0, - 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, - 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, - 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, - 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, - 1, 1, 1, 0, 0, 0, 0, 0, 0, 0}; + final int[] labels = new int[] {1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, + 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, + 1, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, + 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0}; evaluator.init(GenericUDAFEvaluator.Mode.PARTIAL1, inputOIs); evaluator.reset(agg); @@ -287,28 +273,17 @@ public class AUCUDAFTest { @Test public void testMerge100() throws Exception { - final double[] scores = new double[] { - 0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.8, 0.8, - 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, - 0.8, 0.8, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, - 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.6, - 0.6, 0.6, 0.6, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, - 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, - 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, - 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, - 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, - 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1}; - final int[] labels = new int[] { - 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, - 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, - 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, - 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, - 1, 0, 0, 1, 1, 1, 1, 1, 1, 0, - 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, - 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, - 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, - 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, - 1, 1, 1, 0, 0, 0, 0, 0, 0, 0}; + final double[] scores = new double[] {0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.9, 0.8, 0.8, + 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.8, 0.7, 0.7, 0.7, 0.7, + 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.6, 0.6, 0.6, + 0.6, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, + 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, + 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, + 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1}; + final int[] labels = new int[] {1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, + 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, + 1, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, + 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0}; Object[] partials = new Object[3]; @@ -342,7 +317,8 @@ public class AUCUDAFTest { // merge bins // merge in a different order; e.g., <bin0, bin1>, <bin1, bin0> should return same value - final int[][] orders = new int[][] {{0, 1, 2}, {0, 2, 1}, {1, 0, 2}, {1, 2, 0}, {2, 1, 0}, {2, 0, 1}}; + final int[][] orders = new int[][] { {0, 1, 2}, {0, 2, 1}, {1, 0, 2}, {1, 2, 0}, {2, 1, 0}, + {2, 0, 1}}; for (int j = 0; j < orders.length; j++) { evaluator.init(GenericUDAFEvaluator.Mode.PARTIAL2, partialOI); evaluator.reset(agg);
