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 */ 018package org.apache.hadoop.hbase.regionserver; 019 020import org.apache.hadoop.conf.Configuration; 021import org.apache.hadoop.hbase.HBaseInterfaceAudience; 022import org.apache.hadoop.hbase.util.EnvironmentEdgeManager; 023import org.apache.yetus.audience.InterfaceAudience; 024import org.slf4j.Logger; 025import org.slf4j.LoggerFactory; 026 027/** 028 * This class represents a split policy which makes the split decision based on how busy a region 029 * is. The metric that is used here is the fraction of total write requests that are blocked due to 030 * high memstore utilization. This fractional rate is calculated over a running window of 031 * "hbase.busy.policy.aggWindow" milliseconds. The rate is a time-weighted aggregated average of the 032 * rate in the current window and the true average rate in the previous window. 033 */ 034 035@InterfaceAudience.LimitedPrivate(HBaseInterfaceAudience.CONFIG) 036public class BusyRegionSplitPolicy extends IncreasingToUpperBoundRegionSplitPolicy { 037 038 private static final Logger LOG = LoggerFactory.getLogger(BusyRegionSplitPolicy.class); 039 040 // Maximum fraction blocked write requests before region is considered for split 041 private float maxBlockedRequests; 042 public static final float DEFAULT_MAX_BLOCKED_REQUESTS = 0.2f; 043 044 // Minimum age of the region in milliseconds before it is considered for split 045 private long minAge = -1; 046 public static final long DEFAULT_MIN_AGE_MS = 600000; // 10 minutes 047 048 // The window time in milliseconds over which the blocked requests rate is calculated 049 private long aggregationWindow; 050 public static final long DEFAULT_AGGREGATION_WINDOW = 300000; // 5 minutes 051 052 private HRegion region; 053 private long prevTime; 054 private long startTime; 055 private long writeRequestCount; 056 private long blockedRequestCount; 057 private float blockedRate; 058 059 @Override 060 public String toString() { 061 return "BusyRegionSplitPolicy{" + "maxBlockedRequests=" + maxBlockedRequests + ", minAge=" 062 + minAge + ", aggregationWindow=" + aggregationWindow + ", " + super.toString() + '}'; 063 } 064 065 @Override 066 protected void configureForRegion(final HRegion region) { 067 super.configureForRegion(region); 068 this.region = region; 069 Configuration conf = getConf(); 070 071 maxBlockedRequests = 072 conf.getFloat("hbase.busy.policy.blockedRequests", DEFAULT_MAX_BLOCKED_REQUESTS); 073 minAge = conf.getLong("hbase.busy.policy.minAge", DEFAULT_MIN_AGE_MS); 074 aggregationWindow = conf.getLong("hbase.busy.policy.aggWindow", DEFAULT_AGGREGATION_WINDOW); 075 076 if (maxBlockedRequests < 0.00001f || maxBlockedRequests > 0.99999f) { 077 LOG.warn("Threshold for maximum blocked requests is set too low or too high, " 078 + " resetting to default of " + DEFAULT_MAX_BLOCKED_REQUESTS); 079 maxBlockedRequests = DEFAULT_MAX_BLOCKED_REQUESTS; 080 } 081 082 if (aggregationWindow <= 0) { 083 LOG.warn("Aggregation window size is too low: " + aggregationWindow 084 + ". Resetting it to default of " + DEFAULT_AGGREGATION_WINDOW); 085 aggregationWindow = DEFAULT_AGGREGATION_WINDOW; 086 } 087 088 init(); 089 } 090 091 private synchronized void init() { 092 startTime = EnvironmentEdgeManager.currentTime(); 093 prevTime = startTime; 094 blockedRequestCount = region.getBlockedRequestsCount(); 095 writeRequestCount = region.getWriteRequestsCount(); 096 } 097 098 @Override 099 protected boolean shouldSplit() { 100 float blockedReqRate = updateRate(); 101 if (super.shouldSplit()) { 102 return true; 103 } 104 105 if (EnvironmentEdgeManager.currentTime() < startTime + minAge) { 106 return false; 107 } 108 109 for (HStore store : region.getStores()) { 110 if (!store.canSplit()) { 111 return false; 112 } 113 } 114 115 if (blockedReqRate >= maxBlockedRequests) { 116 if (LOG.isDebugEnabled()) { 117 LOG.debug("Going to split region " + region.getRegionInfo().getRegionNameAsString() 118 + " because it's too busy. Blocked Request rate: " + blockedReqRate); 119 } 120 return true; 121 } 122 123 return false; 124 } 125 126 /** 127 * Update the blocked request rate based on number of blocked and total write requests in the last 128 * aggregation window, or since last call to this method, whichever is farthest in time. Uses 129 * weighted rate calculation based on the previous rate and new data. 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}