com.datatorrent.lib.join.TimeBasedStore Maven / Gradle / Ivy

Go to download
/**
 * 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 com.datatorrent.lib.join;

import java.lang.reflect.Array;
import java.util.ArrayList;
import java.util.Calendar;
import java.util.HashMap;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.Timer;
import java.util.TimerTask;
import java.util.concurrent.ConcurrentHashMap;

import javax.validation.constraints.Min;

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

import org.apache.hadoop.classification.InterfaceStability;

/**
 * Base implementation of time based store for key-value pair tuples.
 *
 * @param 
 *
 * @since 3.4.0
 */
@InterfaceStability.Unstable
public class TimeBasedStore
{
  private static final Logger logger = LoggerFactory.getLogger(TimeBasedStore.class);

  private final transient Lock lock;
  @Min(1)
  protected int noOfBuckets;
  protected Bucket[] buckets;
  @Min(1)
  protected long expiryTimeInMillis;
  @Min(1)
  protected long spanTimeInMillis;
  protected int bucketSpanInMillis;
  protected long startOfBucketsInMillis;
  protected long endOBucketsInMillis;
  protected transient Map dirtyBuckets = new HashMap();
  private boolean isOuter = false;
  private List unmatchedEvents = new ArrayList();
  private Map> key2Buckets = new ConcurrentHashMap>();
  private transient Timer bucketSlidingTimer;

  public TimeBasedStore()
  {
    lock = new Lock();
  }

  /**
   * Compute the number of buckets based on spantime and bucketSpanInMillis
   */
  private void recomputeNumBuckets()
  {
    Calendar calendar = Calendar.getInstance();
    long now = calendar.getTimeInMillis();
    startOfBucketsInMillis = now - spanTimeInMillis;
    expiryTimeInMillis = startOfBucketsInMillis;
    endOBucketsInMillis = now;
    noOfBuckets = (int)Math.ceil((now - startOfBucketsInMillis) / (bucketSpanInMillis * 1.0));
    buckets = (Bucket[])Array.newInstance(Bucket.class, noOfBuckets);
  }

  /**
   * Compute the buckets and start the service
   */
  public void setup()
  {
    setBucketSpanInMillis((int)(spanTimeInMillis > (long)bucketSpanInMillis ? bucketSpanInMillis : spanTimeInMillis));
    if (buckets == null) {
      recomputeNumBuckets();
    }
    startService();
  }

  /**
   * Return the tuples which satisfies the join constraint
   *
   * @param tuple
   * @return the list of events
   */
  public List getValidTuples(T tuple)
  {
    // Get the key from the given tuple
    Object key = tuple.getEventKey();
    // Get the buckets where the key is present
    Set keyBuckets = key2Buckets.get(key);
    if (keyBuckets == null) {
      return null;
    }
    List validTuples = new ArrayList();
    for (Long idx : keyBuckets) {
      int bucketIdx = (int)(idx % noOfBuckets);
      Bucket tb = buckets[bucketIdx];
      if (tb == null || tb.bucketKey != idx) {
        continue;
      }
      List events = tb.get(key);
      if (events != null) {
        validTuples.addAll(events);
      }
    }
    return validTuples;
  }

  /**
   * Insert the given tuple into the bucket
   *
   * @param tuple
   */
  public boolean put(T tuple)
  {
    long bucketKey = getBucketKeyFor(tuple);
    if (bucketKey < 0) {
      return false;
    }
    newEvent(bucketKey, tuple);
    return true;
  }

  /**
   * Calculates the bucket key for the given event
   *
   * @param event
   * @return the bucket key
   */
  public long getBucketKeyFor(T event)
  {
    long eventTime = event.getTime();
    // Negative indicates the invalid events
    if (eventTime < expiryTimeInMillis) {
      return -1;
    }
    long diffFromStart = eventTime - startOfBucketsInMillis;
    long key = diffFromStart / bucketSpanInMillis;
    synchronized (lock) {
      if (eventTime > endOBucketsInMillis) {
        long move = ((eventTime - endOBucketsInMillis) / bucketSpanInMillis + 1) * bucketSpanInMillis;
        expiryTimeInMillis += move;
        endOBucketsInMillis += move;
      }
    }
    return key;
  }

  /**
   * Insert the event into the specified bucketKey
   *
   * @param bucketKey
   * @param event
   */
  public void newEvent(long bucketKey, T event)
  {
    int bucketIdx = (int)(bucketKey % noOfBuckets);

    Bucket bucket = buckets[bucketIdx];

    if (bucket == null || bucket.bucketKey != bucketKey) {
      // If the bucket is already present then the bucket is expirable
      if (bucket != null) {
        dirtyBuckets.put(bucket.bucketKey, bucket);
      }
      bucket = createBucket(bucketKey);
      buckets[bucketIdx] = bucket;
    }

    // Insert the key into the key2Buckets map
    Object key = event.getEventKey();
    Set keyBuckets = key2Buckets.get(key);
    if (keyBuckets == null) {
      keyBuckets = new HashSet();
      keyBuckets.add(bucketKey);
      key2Buckets.put(key, keyBuckets);
    } else {
      keyBuckets.add(bucketKey);
    }
    bucket.addNewEvent(key, event);
  }

  /**
   * Delete the expired buckets at every bucketSpanInMillis periodically
   */
  public void startService()
  {
    bucketSlidingTimer = new Timer();
    endOBucketsInMillis = expiryTimeInMillis + (noOfBuckets * bucketSpanInMillis);
    logger.debug("bucket properties {}, {}", spanTimeInMillis, bucketSpanInMillis);
    logger.debug("bucket time params: start {}, end {}", startOfBucketsInMillis, endOBucketsInMillis);

    bucketSlidingTimer.scheduleAtFixedRate(new TimerTask()
    {
      @Override
      public void run()
      {
        long time = 0;
        synchronized (lock) {
          time = (expiryTimeInMillis += bucketSpanInMillis);
          endOBucketsInMillis += bucketSpanInMillis;
        }
        deleteExpiredBuckets(time);
      }
    }, bucketSpanInMillis, bucketSpanInMillis);
  }

  /**
   * Remove the expired buckets.
   *
   * @param time
   */
  void deleteExpiredBuckets(long time)
  {
    Iterator iterator = dirtyBuckets.keySet().iterator();
    for (; iterator.hasNext(); ) {
      long key = iterator.next();
      Bucket t = dirtyBuckets.get(key);
      if (startOfBucketsInMillis + (t.bucketKey * bucketSpanInMillis) < time) {
        deleteBucket(t);
        iterator.remove();
      }
    }
  }

  /**
   * Return the unmatched events which are present in the expired buckets
   *
   * @return the list of unmatched events
   */
  public List getUnmatchedEvents()
  {
    List copyEvents = new ArrayList(unmatchedEvents);
    unmatchedEvents.clear();
    return copyEvents;
  }

  /**
   * Delete the given bucket
   *
   * @param bucket
   */
  private void deleteBucket(Bucket bucket)
  {
    if (bucket == null) {
      return;
    }
    Map> writtens = bucket.getEvents();
    if (writtens == null) {
      return;
    }

    for (Map.Entry> e : writtens.entrySet()) {
      // Check the events which are unmatched and add those into the unmatchedEvents list
      if (isOuter) {
        for (T event : e.getValue()) {
          if (!event.isMatch()) {
            unmatchedEvents.add(event);
          }
        }
      }
      key2Buckets.get(e.getKey()).remove(bucket.bucketKey);
      if (key2Buckets.get(e.getKey()).size() == 0) {
        key2Buckets.remove(e.getKey());
      }
    }
  }

  /**
   * Create the bucket with the given key
   *
   * @param bucketKey
   * @return the bucket for the given key
   */
  protected Bucket createBucket(long bucketKey)
  {
    return new Bucket(bucketKey);
  }

  public void shutdown()
  {
    bucketSlidingTimer.cancel();
  }

  public void isOuterJoin(boolean isOuter)
  {
    this.isOuter = isOuter;
  }

  public long getSpanTimeInMillis()
  {
    return spanTimeInMillis;
  }

  public void setSpanTimeInMillis(long spanTimeInMillis)
  {
    this.spanTimeInMillis = spanTimeInMillis;
  }

  public int getBucketSpanInMillis()
  {
    return bucketSpanInMillis;
  }

  public void setBucketSpanInMillis(int bucketSpanInMillis)
  {
    this.bucketSpanInMillis = bucketSpanInMillis;
  }

  private static class Lock
  {
  }
}