com.yahoo.sketches.pig.tuple.UnionSketch Maven / Gradle / Ivy

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/*
 * 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.sketches.tuple.Sketch;
import com.yahoo.sketches.tuple.Sketches;
import com.yahoo.sketches.tuple.Summary;
import com.yahoo.sketches.tuple.SummaryDeserializer;
import com.yahoo.sketches.tuple.SummarySetOperations;
import com.yahoo.sketches.tuple.Union;

/**
 * This is a generic implementation to be specialized in concrete UDFs
 * @param  Summary type
 */
public abstract class UnionSketch extends EvalFunc implements Accumulator {
  private final int sketchSize_;
  private final SummarySetOperations summarySetOps_;
  private final SummaryDeserializer summaryDeserializer_;
  private Union union_;
  private boolean isFirstCall_ = true;

  /**
   * Constructs a function given a summary set operations, summary deserializer and default sketch size
   * @param summarySetOps an instance of SummarySetOperations
   * @param summaryDeserializer an instance of SummaryDeserializer
   */
  public UnionSketch(final SummarySetOperations summarySetOps,
      final SummaryDeserializer summaryDeserializer) {
    this(DEFAULT_NOMINAL_ENTRIES, summarySetOps, summaryDeserializer);
  }

  /**
   * Constructs a function given a sketch size, summary set operations and summary deserializer
   * @param sketchSize parameter controlling the size of the sketch and the accuracy.
   * It represents nominal number of entries in the sketch. Forced to the nearest power of 2
   * greater than given value.
   * @param summarySetOps an instance of SummarySetOperations
   * @param summaryDeserializer an instance of SummaryDeserializer
   */
  public UnionSketch(final int sketchSize, final SummarySetOperations summarySetOps,
      final SummaryDeserializer summaryDeserializer) {
    super();
    sketchSize_ = sketchSize;
    summarySetOps_ = summarySetOps;
    summaryDeserializer_ = summaryDeserializer;
  }

  @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 Union union = new Union(sketchSize_, summarySetOps_);
    updateUnion(bag, union, summaryDeserializer_);
    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 (union_ == null) {
      union_ = new Union(sketchSize_, summarySetOps_);
    }
    updateUnion(bag, union_, summaryDeserializer_);
  }

  @Override
  public Tuple getValue() {
    if (union_ == null) { //return an empty sketch
      return Util.tupleFactory.newTuple(new DataByteArray(Sketches.createEmptySketch().toByteArray()));
    }
    return Util.tupleFactory.newTuple(new DataByteArray(union_.getResult().toByteArray()));
  }

  @Override
  public void cleanup() {
    if (union_ != null) { union_.reset(); }
  }

  private static  void updateUnion(final DataBag bag, final Union union,
      final SummaryDeserializer summaryDeserializer) throws ExecException {
    for (final Tuple innerTuple: bag) {
      if ((innerTuple.size() != 1) || (innerTuple.get(0) == null)) {
        continue;
      }
      final Sketch incomingSketch = Util.deserializeSketchFromTuple(innerTuple, summaryDeserializer);
      union.update(incomingSketch);
    }
  }

}