| /* |
| * Copyright 2016, Yahoo! Inc. |
| * Licensed under the terms of the Apache License 2.0. See LICENSE file at the project root for terms. |
| */ |
| |
| package com.yahoo.sketches.pig.tuple; |
| |
| import java.io.IOException; |
| |
| import org.apache.pig.EvalFunc; |
| import org.apache.pig.data.DataByteArray; |
| import org.apache.pig.data.Tuple; |
| import org.apache.pig.data.TupleFactory; |
| |
| import com.yahoo.memory.Memory; |
| import com.yahoo.sketches.tuple.Sketch; |
| import com.yahoo.sketches.tuple.SketchIterator; |
| import com.yahoo.sketches.tuple.Sketches; |
| import com.yahoo.sketches.tuple.SummaryDeserializer; |
| import com.yahoo.sketches.tuple.adouble.DoubleSummary; |
| import com.yahoo.sketches.tuple.adouble.DoubleSummaryDeserializer; |
| |
| /** |
| * This UDF converts a Sketch<DoubleSummary> to estimates. |
| * The first estimate is the estimate of the number of unique |
| * keys in the original population. |
| * The second is the estimate of the sum of the parameter |
| * in the original population (sums of the values in the sketch |
| * scaled to the original population). This estimate assumes |
| * that the DoubleSummary was used in the Sum mode. |
| */ |
| public class DoubleSummarySketchToEstimates extends EvalFunc<Tuple> { |
| |
| private static final SummaryDeserializer<DoubleSummary> SUMMARY_DESERIALIZER = |
| new DoubleSummaryDeserializer(); |
| |
| @Override |
| public Tuple exec(final Tuple input) throws IOException { |
| if ((input == null) || (input.size() == 0)) { |
| return null; |
| } |
| |
| final DataByteArray dba = (DataByteArray) input.get(0); |
| final Sketch<DoubleSummary> sketch = Sketches.heapifySketch( |
| Memory.wrap(dba.get()), SUMMARY_DESERIALIZER); |
| |
| final Tuple output = TupleFactory.getInstance().newTuple(2); |
| output.set(0, sketch.getEstimate()); |
| double sum = 0; |
| final SketchIterator<DoubleSummary> it = sketch.iterator(); |
| while (it.next()) { |
| sum += it.getSummary().getValue(); |
| } |
| output.set(1, sum / sketch.getTheta()); |
| |
| return output; |
| } |
| } |