/* * 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.knn.lsh; 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.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.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory; import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils; /** A wrapper of [[hivemall.knn.lsh.MinHashesUDF]]. */ @Description( name = "minhashes", value = "_FUNC_(features in array<string>, noWeight in boolean) - Returns hashed features as array<int>") @UDFType(deterministic = true, stateful = false) public class MinHashesUDFWrapper extends GenericUDF { private MinHashesUDF udf = new MinHashesUDF(); private ListObjectInspector featuresOI = null; private PrimitiveObjectInspector noWeightOI = null; @Override public ObjectInspector initialize(ObjectInspector[] arguments) throws UDFArgumentException { if (arguments.length != 2) { throw new UDFArgumentLengthException( "minhashes() has 2 arguments: array<string> features, boolean noWeight"); } // Check argument types switch (arguments[0].getCategory()) { case LIST: featuresOI = (ListObjectInspector) arguments[0]; ObjectInspector elmOI = featuresOI.getListElementObjectInspector(); if (elmOI.getCategory().equals(Category.PRIMITIVE)) { if (((PrimitiveObjectInspector) elmOI).getPrimitiveCategory() == PrimitiveCategory.STRING) { break; } } default: throw new UDFArgumentTypeException(0, "Type mismatch: features"); } noWeightOI = (PrimitiveObjectInspector) arguments[1]; if (noWeightOI.getPrimitiveCategory() != PrimitiveCategory.BOOLEAN) { throw new UDFArgumentException("Type mismatch: noWeight"); } return ObjectInspectorFactory.getStandardListObjectInspector(PrimitiveObjectInspectorFactory.getPrimitiveWritableObjectInspector(PrimitiveCategory.INT)); } @Override public Object evaluate(DeferredObject[] arguments) throws HiveException { assert (arguments.length == 2); @SuppressWarnings("unchecked") final List<String> features = (List<String>) featuresOI.getList(arguments[0].get()); final Boolean noWeight = PrimitiveObjectInspectorUtils.getBoolean(arguments[1].get(), noWeightOI); return udf.evaluate(features, noWeight); } @Override public String getDisplayString(String[] children) { /** * TODO: Need to return hive-specific type names. */ return "minhashes(" + Arrays.toString(children) + ")"; } }