| /* |
| * 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.theta; |
| |
| import static org.apache.datasketches.Util.DEFAULT_UPDATE_SEED; |
| |
| import org.apache.datasketches.hive.common.BytesWritableHelper; |
| import org.apache.datasketches.memory.Memory; |
| import org.apache.datasketches.theta.Sketch; |
| import org.apache.hadoop.hive.ql.exec.Description; |
| import org.apache.hadoop.hive.ql.exec.UDF; |
| import org.apache.hadoop.io.BytesWritable; |
| |
| /** |
| * Hive estimate sketch udf. V4 |
| */ |
| @Description( |
| name = "estimateSketch", |
| value = "_FUNC_(sketch) - Return the estimate unique count of the given sketch", |
| extended = "The given sketch is a binary blob computed by other Theta Sketch UDFs") |
| @SuppressWarnings("deprecation") |
| public class EstimateSketchUDF extends UDF { |
| |
| private static final int EMPTY_SKETCH_SIZE_BYTES = 8; |
| |
| /** |
| * Returns the estimate unique count of sketch. |
| * |
| * @param binarySketch sketch to be estimated passed in as bytes writable. |
| * @return the estimate of unique count from given sketch. |
| */ |
| public Double evaluate(final BytesWritable binarySketch) { |
| return evaluate(binarySketch, DEFAULT_UPDATE_SEED); |
| } |
| |
| /** |
| * Returns the estimate unique count of sketch. |
| * |
| * @param binarySketch sketch to be estimated passed in as bytes writable. |
| * @param seed value used to build the sketch if different from the default |
| * @return the estimate of unique count from given sketch. |
| */ |
| public Double evaluate(final BytesWritable binarySketch, final long seed) { |
| if (binarySketch == null) { |
| return 0.0; |
| } |
| |
| final Memory serializedSketch = BytesWritableHelper.wrapAsMemory(binarySketch); |
| |
| if (serializedSketch.getCapacity() <= EMPTY_SKETCH_SIZE_BYTES) { |
| return 0.0; |
| } |
| |
| return Sketch.wrap(serializedSketch, seed).getEstimate(); |
| } |
| |
| } |