/** * 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 org.apache.hadoop.hbase.regionserver; import org.apache.commons.logging.Log; import org.apache.commons.logging.LogFactory; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.hbase.HBaseInterfaceAudience; import org.apache.hadoop.hbase.classification.InterfaceAudience; import org.apache.hadoop.hbase.util.EnvironmentEdgeManager; /** * This class represents a split policy which makes the split decision based * on how busy a region is. The metric that is used here is the fraction of * total write requests that are blocked due to high memstore utilization. * This fractional rate is calculated over a running window of * "hbase.busy.policy.aggWindow" milliseconds. The rate is a time-weighted * aggregated average of the rate in the current window and the * true average rate in the previous window. * */ @InterfaceAudience.LimitedPrivate(HBaseInterfaceAudience.CONFIG) public class BusyRegionSplitPolicy extends IncreasingToUpperBoundRegionSplitPolicy { private static final Log LOG = LogFactory.getLog(BusyRegionSplitPolicy.class); // Maximum fraction blocked write requests before region is considered for split private float maxBlockedRequests; public static final float DEFAULT_MAX_BLOCKED_REQUESTS = 0.2f; // Minimum age of the region in milliseconds before it is considered for split private long minAge = -1; public static final long DEFAULT_MIN_AGE_MS = 600000; // 10 minutes // The window time in milliseconds over which the blocked requests rate is calculated private long aggregationWindow; public static final long DEFAULT_AGGREGATION_WINDOW = 300000; // 5 minutes private HRegion region; private long prevTime; private long startTime; private long writeRequestCount; private long blockedRequestCount; private float blockedRate; @Override protected void configureForRegion(final HRegion region) { super.configureForRegion(region); this.region = region; Configuration conf = getConf(); maxBlockedRequests = conf.getFloat("hbase.busy.policy.blockedRequests", DEFAULT_MAX_BLOCKED_REQUESTS); minAge = conf.getLong("hbase.busy.policy.minAge", DEFAULT_MIN_AGE_MS); aggregationWindow = conf.getLong("hbase.busy.policy.aggWindow", DEFAULT_AGGREGATION_WINDOW); if (maxBlockedRequests < 0.00001f || maxBlockedRequests > 0.99999f) { LOG.warn("Threshold for maximum blocked requests is set too low or too high, " + " resetting to default of " + DEFAULT_MAX_BLOCKED_REQUESTS); maxBlockedRequests = DEFAULT_MAX_BLOCKED_REQUESTS; } if (aggregationWindow <= 0) { LOG.warn("Aggregation window size is too low: " + aggregationWindow + ". Resetting it to default of " + DEFAULT_AGGREGATION_WINDOW); aggregationWindow = DEFAULT_AGGREGATION_WINDOW; } init(); } private synchronized void init() { startTime = EnvironmentEdgeManager.currentTime(); prevTime = startTime; blockedRequestCount = region.getBlockedRequestsCount(); writeRequestCount = region.getWriteRequestsCount(); } @Override protected boolean shouldSplit() { float blockedReqRate = updateRate(); if (super.shouldSplit()) { return true; } if (EnvironmentEdgeManager.currentTime() < startTime + minAge) { return false; } for (Store store: region.getStores()) { if (!store.canSplit()) { return false; } } if (blockedReqRate >= maxBlockedRequests) { if (LOG.isDebugEnabled()) { LOG.debug("Going to split region " + region.getRegionInfo().getRegionNameAsString() + " because it's too busy. Blocked Request rate: " + blockedReqRate); } return true; } return false; } /** * Update the blocked request rate based on number of blocked and total write requests in the * last aggregation window, or since last call to this method, whichever is farthest in time. * Uses weighted rate calculation based on the previous rate and new data. * * @return Updated blocked request rate. */ private synchronized float updateRate() { float aggBlockedRate; long curTime = EnvironmentEdgeManager.currentTime(); long newBlockedReqs = region.getBlockedRequestsCount(); long newWriteReqs = region.getWriteRequestsCount(); aggBlockedRate = (newBlockedReqs - blockedRequestCount) / (newWriteReqs - writeRequestCount + 0.00001f); if (curTime - prevTime >= aggregationWindow) { blockedRate = aggBlockedRate; prevTime = curTime; blockedRequestCount = newBlockedReqs; writeRequestCount = newWriteReqs; } else if (curTime - startTime >= aggregationWindow) { // Calculate the aggregate blocked rate as the weighted sum of // previous window's average blocked rate and blocked rate in this window so far. float timeSlice = (curTime - prevTime) / (aggregationWindow + 0.0f); aggBlockedRate = (1 - timeSlice) * blockedRate + timeSlice * aggBlockedRate; } else { aggBlockedRate = 0.0f; } return aggBlockedRate; } }