| /* |
| * 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 static com.yahoo.sketches.Util.DEFAULT_NOMINAL_ENTRIES; |
| |
| import java.io.IOException; |
| |
| import org.apache.log4j.Logger; |
| import org.apache.pig.Accumulator; |
| import org.apache.pig.EvalFunc; |
| import org.apache.pig.backend.executionengine.ExecException; |
| import org.apache.pig.data.DataBag; |
| import org.apache.pig.data.DataByteArray; |
| import org.apache.pig.data.Tuple; |
| |
| import com.yahoo.memory.Memory; |
| import com.yahoo.sketches.tuple.ArrayOfDoublesSetOperationBuilder; |
| import com.yahoo.sketches.tuple.ArrayOfDoublesSketches; |
| import com.yahoo.sketches.tuple.ArrayOfDoublesUnion; |
| import com.yahoo.sketches.tuple.ArrayOfDoublesUpdatableSketchBuilder; |
| |
| abstract class UnionArrayOfDoublesSketchBase extends EvalFunc<Tuple> implements Accumulator<Tuple> { |
| private final int sketchSize_; |
| private final int numValues_; |
| private ArrayOfDoublesUnion accumUnion_; |
| private boolean isFirstCall_ = true; |
| |
| UnionArrayOfDoublesSketchBase() { |
| this(DEFAULT_NOMINAL_ENTRIES, 1); |
| } |
| |
| UnionArrayOfDoublesSketchBase(final int numValues) { |
| this(DEFAULT_NOMINAL_ENTRIES, numValues); |
| } |
| |
| UnionArrayOfDoublesSketchBase(final int sketchSize, final int numValues) { |
| super(); |
| sketchSize_ = sketchSize; |
| numValues_ = numValues; |
| } |
| |
| @Override |
| public Tuple exec(final Tuple inputTuple) throws IOException { |
| if (isFirstCall_) { |
| // this is to see in the log which way was used by Pig |
| Logger.getLogger(getClass()).info("exec is used"); |
| isFirstCall_ = false; |
| } |
| if ((inputTuple == null) || (inputTuple.size() == 0)) { |
| return null; |
| } |
| final DataBag bag = (DataBag) inputTuple.get(0); |
| final ArrayOfDoublesUnion union = |
| new ArrayOfDoublesSetOperationBuilder().setNominalEntries(sketchSize_) |
| .setNumberOfValues(numValues_).buildUnion(); |
| updateUnion(bag, union); |
| return Util.tupleFactory.newTuple(new DataByteArray(union.getResult().toByteArray())); |
| } |
| |
| @Override |
| public void accumulate(final Tuple inputTuple) throws IOException { |
| if (isFirstCall_) { |
| // this is to see in the log which way was used by Pig |
| Logger.getLogger(getClass()).info("accumulator is used"); |
| isFirstCall_ = false; |
| } |
| if ((inputTuple == null) || (inputTuple.size() != 1)) { |
| return; |
| } |
| final DataBag bag = (DataBag) inputTuple.get(0); |
| if (bag == null || bag.size() == 0) { return; } |
| if (accumUnion_ == null) { |
| accumUnion_ = new ArrayOfDoublesSetOperationBuilder().setNominalEntries(sketchSize_) |
| .setNumberOfValues(numValues_).buildUnion(); |
| } |
| updateUnion(bag, accumUnion_); |
| } |
| |
| @Override |
| public Tuple getValue() { |
| if (accumUnion_ == null) { //return an empty sketch |
| return Util.tupleFactory.newTuple(new DataByteArray( |
| new ArrayOfDoublesUpdatableSketchBuilder().setNumberOfValues(numValues_).build().compact() |
| .toByteArray()) |
| ); |
| } |
| return Util.tupleFactory.newTuple(new DataByteArray(accumUnion_.getResult().toByteArray())); |
| } |
| |
| @Override |
| public void cleanup() { |
| if (accumUnion_ != null) { accumUnion_.reset(); } |
| } |
| |
| private static void updateUnion(final DataBag bag, final ArrayOfDoublesUnion union) |
| throws ExecException { |
| for (final Tuple innerTuple: bag) { |
| if ((innerTuple.size() != 1) || (innerTuple.get(0) == null)) { |
| continue; |
| } |
| final DataByteArray dba = (DataByteArray) innerTuple.get(0); |
| union.update(ArrayOfDoublesSketches.wrapSketch(Memory.wrap(dba.get()))); |
| } |
| } |
| |
| } |