/* * 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.trans; import hivemall.utils.lang.StringUtils; import java.util.ArrayList; import java.util.Arrays; import java.util.List; 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.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.ObjectInspector; import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspectorFactory; import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory; @Description( name = "indexed_features", value = "_FUNC_(double v1, double v2, ...) - Returns a list of features as array<string>: [1:v1, 2:v2, ..]") @UDFType(deterministic = true, stateful = false) public final class IndexedFeatures extends GenericUDF { // KryoException java.lang.NullPointerException if initialized in {@link #initialize(ObjectInspector[])} // serialized and sent to mappers/reducers private List<String> list; @Override public ObjectInspector initialize(ObjectInspector[] argOIs) throws UDFArgumentException { int numArgs = argOIs.length; if (numArgs < 1) { throw new UDFArgumentLengthException( "features(v1, ..) requires at least 1 arguments, got " + argOIs.length); } this.list = null; return ObjectInspectorFactory.getStandardListObjectInspector(PrimitiveObjectInspectorFactory.javaStringObjectInspector); } @Override public List<String> evaluate(DeferredObject[] arguments) throws HiveException { final int size = arguments.length; if (list == null) { this.list = new ArrayList<String>(size); } else { list.clear(); } final StringBuilder buf = new StringBuilder(64); for (int i = 0; i < size; i++) { Object o = arguments[i].get(); if (o == null) { continue; } String s1 = o.toString(); if (s1.isEmpty()) { continue; } String s2 = buf.append(i + 1).append(':').append(s1).toString(); list.add(s2); StringUtils.clear(buf); } return list; } @Override public String getDisplayString(String[] children) { return "indexed_features(" + Arrays.toString(children) + ")"; } }