/* * 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 org.apache.datasketches.hive.frequencies; import org.apache.datasketches.ArrayOfItemsSerDe; import org.apache.hadoop.hive.ql.exec.UDFArgumentException; import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException; import org.apache.hadoop.hive.ql.metadata.HiveException; import org.apache.hadoop.hive.ql.parse.SemanticException; import org.apache.hadoop.hive.ql.udf.generic.AbstractGenericUDAFResolver; import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFEvaluator; import org.apache.hadoop.hive.ql.udf.generic.GenericUDAFParameterInfo; import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector; import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector; import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils; /** * This is a generic implementation to be specialized in subclasses * @param <T> type of item */ @SuppressWarnings("javadoc") public abstract class DataToItemsSketchUDAF<T> extends AbstractGenericUDAFResolver { @Override public GenericUDAFEvaluator getEvaluator(final GenericUDAFParameterInfo info) throws SemanticException { final ObjectInspector[] inspectors = info.getParameterObjectInspectors(); if (inspectors.length != 2) { throw new UDFArgumentException("Two arguments expected"); } if (inspectors[0].getCategory() != ObjectInspector.Category.PRIMITIVE) { throw new UDFArgumentTypeException(0, "Primitive argument expected, but " + inspectors[0].getTypeName() + " was recieved"); } if (inspectors[1].getCategory() != ObjectInspector.Category.PRIMITIVE) { throw new UDFArgumentTypeException(0, "Primitive argument expected, but " + inspectors[1].getTypeName() + " was recieved"); } final PrimitiveObjectInspector inspector2 = (PrimitiveObjectInspector) inspectors[1]; if (inspector2.getPrimitiveCategory() != PrimitiveObjectInspector.PrimitiveCategory.INT) { throw new UDFArgumentTypeException(0, "Integer value expected as the second argument, but " + inspector2.getPrimitiveCategory().name() + " was received"); } return createEvaluator(); } public abstract GenericUDAFEvaluator createEvaluator(); public static abstract class DataToItemsSketchEvaluator<T> extends ItemsEvaluator<T> { private PrimitiveObjectInspector maxMapSizeObjectInspector; public DataToItemsSketchEvaluator(final ArrayOfItemsSerDe<T> serDe) { super(serDe); } @Override public ObjectInspector init(final Mode mode, final ObjectInspector[] parameters) throws HiveException { final ObjectInspector result = super.init(mode, parameters); // Parameters: // In PARTIAL1 and COMPLETE mode, the parameters are original data. // In PARTIAL2 and FINAL mode, the parameters are just partial aggregations. if ((mode == Mode.PARTIAL1) || (mode == Mode.COMPLETE)) { if (parameters.length > 1) { maxMapSizeObjectInspector = (PrimitiveObjectInspector) parameters[1]; } } return result; } @SuppressWarnings("deprecation") @Override public void iterate(final AggregationBuffer buf, final Object[] data) throws HiveException { if (data[0] == null) { return; } @SuppressWarnings("unchecked") final ItemsState<T> state = (ItemsState<T>) buf; if (!state.isInitialized()) { final int maxMapSize = PrimitiveObjectInspectorUtils.getInt(data[1], maxMapSizeObjectInspector); state.init(maxMapSize); } state.update(extractValue(data[0], inputObjectInspector)); } public abstract T extractValue(final Object data, final ObjectInspector objectInspector) throws HiveException; } }