/* * 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 hivemall.ftvec; import java.util.Arrays; import java.util.Map; import org.apache.hadoop.hive.ql.exec.Description; import org.apache.hadoop.hive.ql.exec.UDFArgumentException; import org.apache.hadoop.hive.ql.exec.UDFArgumentLengthException; import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException; import org.apache.hadoop.hive.ql.metadata.HiveException; import org.apache.hadoop.hive.ql.udf.UDFType; import org.apache.hadoop.hive.ql.udf.generic.GenericUDF; import org.apache.hadoop.hive.serde2.objectinspector.*; import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category; import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory; import org.apache.hadoop.io.FloatWritable; import org.apache.hadoop.io.IntWritable; /** * A wrapper of [[hivemall.ftvec.SortByFeatureUDF]]. * * NOTE: This is needed to avoid the issue of Spark reflection. That is, spark cannot handle Map<> * as a return type in Hive UDF. Therefore, the type must be passed via ObjectInspector. */ @Description(name = "sort_by_feature", value = "_FUNC_(map in map<int,float>) - Returns a sorted map") @UDFType(deterministic = true, stateful = false) public class SortByFeatureUDFWrapper extends GenericUDF { private SortByFeatureUDF udf = new SortByFeatureUDF(); private MapObjectInspector argumentOI = null; @Override public ObjectInspector initialize(ObjectInspector[] arguments) throws UDFArgumentException { if (arguments.length != 1) { throw new UDFArgumentLengthException( "sorted_by_feature() has an single arguments: map<int, float> map"); } switch (arguments[0].getCategory()) { case MAP: argumentOI = (MapObjectInspector) arguments[0]; ObjectInspector keyOI = argumentOI.getMapKeyObjectInspector(); ObjectInspector valueOI = argumentOI.getMapValueObjectInspector(); if (keyOI.getCategory().equals(Category.PRIMITIVE) && valueOI.getCategory().equals(Category.PRIMITIVE)) { final PrimitiveCategory keyCategory = ((PrimitiveObjectInspector) keyOI).getPrimitiveCategory(); final PrimitiveCategory valueCategory = ((PrimitiveObjectInspector) valueOI).getPrimitiveCategory(); if (keyCategory == PrimitiveCategory.INT && valueCategory == PrimitiveCategory.FLOAT) { break; } } default: throw new UDFArgumentTypeException(0, "Type mismatch: map"); } return ObjectInspectorFactory.getStandardMapObjectInspector( argumentOI.getMapKeyObjectInspector(), argumentOI.getMapValueObjectInspector()); } @Override public Object evaluate(DeferredObject[] arguments) throws HiveException { assert (arguments.length == 1); final Object arrayObject = arguments[0].get(); final MapObjectInspector arrayOI = argumentOI; @SuppressWarnings("unchecked") final Map<IntWritable, FloatWritable> input = (Map<IntWritable, FloatWritable>) argumentOI.getMap(arguments[0].get()); return udf.evaluate(input); } @Override public String getDisplayString(String[] children) { return "sort_by_feature(" + Arrays.toString(children) + ")"; } }