001/**
002 * Licensed to the Apache Software Foundation (ASF) under one
003 * or more contributor license agreements.  See the NOTICE file
004 * distributed with this work for additional information
005 * regarding copyright ownership.  The ASF licenses this file
006 * to you under the Apache License, Version 2.0 (the
007 * "License"); you may not use this file except in compliance
008 * with the License.  You may obtain a copy of the License at
009 *
010 *     http://www.apache.org/licenses/LICENSE-2.0
011 *
012 * Unless required by applicable law or agreed to in writing, software
013 * distributed under the License is distributed on an "AS IS" BASIS,
014 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
015 * See the License for the specific language governing permissions and
016 * limitations under the License.
017 */
018
019package org.apache.hadoop.hbase.regionserver;
020
021import org.apache.hadoop.conf.Configuration;
022import org.apache.hadoop.hbase.HBaseInterfaceAudience;
023import org.apache.yetus.audience.InterfaceAudience;
024import org.slf4j.Logger;
025import org.slf4j.LoggerFactory;
026import org.apache.hadoop.hbase.util.EnvironmentEdgeManager;
027
028/**
029 * This class represents a split policy which makes the split decision based
030 * on how busy a region is. The metric that is used here is the fraction of
031 * total write requests that are blocked due to high memstore utilization.
032 * This fractional rate is calculated over a running window of
033 * "hbase.busy.policy.aggWindow" milliseconds. The rate is a time-weighted
034 * aggregated average of the rate in the current window and the
035 * true average rate in the previous window.
036 *
037 */
038
039@InterfaceAudience.LimitedPrivate(HBaseInterfaceAudience.CONFIG)
040public class BusyRegionSplitPolicy extends IncreasingToUpperBoundRegionSplitPolicy {
041
042  private static final Logger LOG = LoggerFactory.getLogger(BusyRegionSplitPolicy.class);
043
044  // Maximum fraction blocked write requests before region is considered for split
045  private float maxBlockedRequests;
046  public static final float DEFAULT_MAX_BLOCKED_REQUESTS = 0.2f;
047
048  // Minimum age of the region in milliseconds before it is considered for split
049  private long minAge = -1;
050  public static final long DEFAULT_MIN_AGE_MS = 600000;  // 10 minutes
051
052  // The window time in milliseconds over which the blocked requests rate is calculated
053  private long aggregationWindow;
054  public static final long DEFAULT_AGGREGATION_WINDOW = 300000;  // 5 minutes
055
056  private HRegion region;
057  private long prevTime;
058  private long startTime;
059  private long writeRequestCount;
060  private long blockedRequestCount;
061  private float blockedRate;
062
063  @Override
064  protected void configureForRegion(final HRegion region) {
065    super.configureForRegion(region);
066    this.region = region;
067    Configuration conf = getConf();
068
069    maxBlockedRequests = conf.getFloat("hbase.busy.policy.blockedRequests",
070        DEFAULT_MAX_BLOCKED_REQUESTS);
071    minAge = conf.getLong("hbase.busy.policy.minAge", DEFAULT_MIN_AGE_MS);
072    aggregationWindow = conf.getLong("hbase.busy.policy.aggWindow",
073        DEFAULT_AGGREGATION_WINDOW);
074
075    if (maxBlockedRequests < 0.00001f || maxBlockedRequests > 0.99999f) {
076      LOG.warn("Threshold for maximum blocked requests is set too low or too high, "
077          + " resetting to default of " + DEFAULT_MAX_BLOCKED_REQUESTS);
078      maxBlockedRequests = DEFAULT_MAX_BLOCKED_REQUESTS;
079    }
080
081    if (aggregationWindow <= 0) {
082      LOG.warn("Aggregation window size is too low: " + aggregationWindow
083          + ". Resetting it to default of " + DEFAULT_AGGREGATION_WINDOW);
084      aggregationWindow = DEFAULT_AGGREGATION_WINDOW;
085    }
086
087    init();
088  }
089
090  private synchronized void init() {
091    startTime = EnvironmentEdgeManager.currentTime();
092    prevTime = startTime;
093    blockedRequestCount = region.getBlockedRequestsCount();
094    writeRequestCount = region.getWriteRequestsCount();
095  }
096
097  @Override
098  protected boolean shouldSplit() {
099    float blockedReqRate = updateRate();
100    if (super.shouldSplit()) {
101      return true;
102    }
103
104    if (EnvironmentEdgeManager.currentTime() <  startTime + minAge) {
105      return false;
106    }
107
108    for (HStore store: region.getStores()) {
109      if (!store.canSplit()) {
110        return false;
111      }
112    }
113
114    if (blockedReqRate >= maxBlockedRequests) {
115      if (LOG.isDebugEnabled()) {
116        LOG.debug("Going to split region " + region.getRegionInfo().getRegionNameAsString()
117            + " because it's too busy. Blocked Request rate: " + blockedReqRate);
118      }
119      return true;
120    }
121
122    return false;
123  }
124
125  /**
126   * Update the blocked request rate based on number of blocked and total write requests in the
127   * last aggregation window, or since last call to this method, whichever is farthest in time.
128   * Uses weighted rate calculation based on the previous rate and new data.
129   *
130   * @return Updated blocked request rate.
131   */
132  private synchronized float updateRate() {
133    float aggBlockedRate;
134    long curTime = EnvironmentEdgeManager.currentTime();
135
136    long newBlockedReqs = region.getBlockedRequestsCount();
137    long newWriteReqs = region.getWriteRequestsCount();
138
139    aggBlockedRate =
140        (newBlockedReqs - blockedRequestCount) / (newWriteReqs - writeRequestCount + 0.00001f);
141
142    if (curTime - prevTime >= aggregationWindow) {
143      blockedRate = aggBlockedRate;
144      prevTime = curTime;
145      blockedRequestCount = newBlockedReqs;
146      writeRequestCount = newWriteReqs;
147    } else if (curTime - startTime >= aggregationWindow) {
148      // Calculate the aggregate blocked rate as the weighted sum of
149      // previous window's average blocked rate and blocked rate in this window so far.
150      float timeSlice = (curTime - prevTime) / (aggregationWindow + 0.0f);
151      aggBlockedRate = (1 - timeSlice) * blockedRate + timeSlice * aggBlockedRate;
152    } else {
153      aggBlockedRate = 0.0f;
154    }
155    return aggBlockedRate;
156  }
157}