gobblin.source.extractor.watermark.TimestampWatermark Maven / Gradle / Ivy

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Gobblin Ingestion Framework
There is a newer version: 0.8.0
/*
 * Copyright (C) 2014-2016 LinkedIn Corp. All rights reserved.
 *
 * Licensed 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.
 */

package gobblin.source.extractor.watermark;

import java.math.RoundingMode;
import java.text.ParseException;
import java.text.SimpleDateFormat;
import java.util.Calendar;
import java.util.Date;
import java.util.HashMap;

import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import com.google.common.base.Preconditions;
import com.google.common.math.DoubleMath;
import com.google.common.primitives.Ints;
import gobblin.source.extractor.extract.QueryBasedExtractor;


public class TimestampWatermark implements Watermark {
  private static final Logger LOG = LoggerFactory.getLogger(TimestampWatermark.class);
  // default water mark format(input format) example: 20140301050505
  private static final String INPUTFORMAT = "yyyyMMddHHmmss";
  // output format of timestamp water mark example: 20140301050505
  private static final String OUTPUTFORMAT = "yyyyMMddHHmmss";
  private static final SimpleDateFormat INPUTFORMATPARSER = new SimpleDateFormat(INPUTFORMAT);

  private static final int deltaForNextWatermark = 1;
  private String watermarkColumn;
  private String watermarkFormat;

  public TimestampWatermark(String watermarkColumn, String watermarkFormat) {
    this.watermarkColumn = watermarkColumn;
    this.watermarkFormat = watermarkFormat;
  }

  @Override
  public String getWatermarkCondition(QueryBasedExtractor extractor, long watermarkValue, String operator) {
    return extractor
        .getTimestampPredicateCondition(this.watermarkColumn, watermarkValue, this.watermarkFormat, operator);
  }

  @Override
  public int getDeltaNumForNextWatermark() {
    return deltaForNextWatermark;
  }

  @Override
  synchronized public HashMap getIntervals(long lowWatermarkValue, long highWatermarkValue,
      long partitionInterval, int maxIntervals) {
    Preconditions.checkArgument(partitionInterval >= 1,
        "Invalid value for partitionInterval, value should be at least 1.");
    Preconditions.checkArgument(maxIntervals > 0, "Invalid value for maxIntervals, positive value expected.");

    HashMap intervalMap = new HashMap();

    if (lowWatermarkValue > highWatermarkValue) {
      LOG.warn("lowWatermarkValue: " + lowWatermarkValue + " is greater than highWatermarkValue: "
          + highWatermarkValue);
      return intervalMap;
    }

    final Calendar calendar = Calendar.getInstance();
    Date nextTime;
    final long lowWatermark = this.toEpoch(Long.toString(lowWatermarkValue));
    final long highWatermark = this.toEpoch(Long.toString(highWatermarkValue));

    long interval = this.getInterval(highWatermark - lowWatermark, partitionInterval, maxIntervals);
    LOG.info("Recalculated partition interval:" + interval + " hours");
    if (interval == 0) {
      return intervalMap;
    }

    Date startTime = new Date(lowWatermark);
    Date endTime = new Date(highWatermark);
    LOG.debug("Sart time:" + startTime + "; End time:" + endTime);
    long lwm;
    long hwm;
    while (startTime.getTime() <= endTime.getTime()) {
      lwm = Long.parseLong(INPUTFORMATPARSER.format(startTime));
      calendar.setTime(startTime);
      calendar.add(Calendar.HOUR, (int) interval);
      nextTime = calendar.getTime();
      hwm = Long.parseLong(INPUTFORMATPARSER.format(nextTime.getTime() <= endTime.getTime() ? nextTime : endTime));
      intervalMap.put(lwm, hwm);
      LOG.debug("Partition - low:" + lwm + "; high:" + hwm);
      calendar.add(Calendar.SECOND, deltaForNextWatermark);
      startTime = calendar.getTime();
    }
    return intervalMap;
  }

  /**
   * recalculate interval(in hours) if total number of partitions greater than maximum number of allowed partitions
   *
   * @param difference in range
   * @param hour interval (ex: 4 hours)
   * @param Maximum number of allowed partitions
   * @return calculated interval in hours
   */

  private int getInterval(long diffInMilliSecs, long hourInterval, int maxIntervals) {

    long totalHours = DoubleMath.roundToInt((double) diffInMilliSecs / (60 * 60 * 1000),
            RoundingMode.CEILING);
    long totalIntervals = DoubleMath.roundToInt((double) totalHours / hourInterval, RoundingMode.CEILING);
    if (totalIntervals > maxIntervals) {
      hourInterval = DoubleMath.roundToInt((double) totalHours / maxIntervals, RoundingMode.CEILING);
    }
    return Ints.checkedCast(hourInterval);
  }

  synchronized private long toEpoch(String dateTime) {
    Date date = null;
    final SimpleDateFormat inputFormat = new SimpleDateFormat(INPUTFORMAT);
    try {
      date = inputFormat.parse(dateTime);
    } catch (ParseException e) {
      throw new RuntimeException(e.getMessage(), e);
    }
    return date.getTime();
  }
}