/**
*
* 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;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.fail;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.List;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.hbase.catalog.CatalogTracker;
import org.apache.hadoop.hbase.catalog.MetaReader;
import org.apache.hadoop.hbase.client.HBaseAdmin;
import org.apache.hadoop.hbase.client.HTable;
import org.apache.hadoop.hbase.protobuf.ProtobufUtil;
import org.apache.hadoop.hbase.regionserver.HRegionServer;
import org.apache.hadoop.hbase.util.Bytes;
import org.apache.hadoop.hbase.util.JVMClusterUtil;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
import org.junit.experimental.categories.Category;
import org.junit.runner.RunWith;
import org.junit.runners.Parameterized;
import org.junit.runners.Parameterized.Parameters;
/**
* Test whether region re-balancing works. (HBASE-71)
*/
@Category(LargeTests.class)
@RunWith(value = Parameterized.class)
public class TestRegionRebalancing {
@Parameters
public static Collection<Object[]> data() {
Object[][] balancers =
new String[][] { { "org.apache.hadoop.hbase.master.balancer.DefaultLoadBalancer" },
{ "org.apache.hadoop.hbase.master.balancer.StochasticLoadBalancer" } };
return Arrays.asList(balancers);
}
private static final byte[] FAMILY_NAME = Bytes.toBytes("col");
public static final Log LOG = LogFactory.getLog(TestRegionRebalancing.class);
private final HBaseTestingUtility UTIL = new HBaseTestingUtility();
private HTable table;
private HTableDescriptor desc;
private String balancerName;
public TestRegionRebalancing(String balancerName) {
this.balancerName = balancerName;
}
@After
public void after() throws Exception {
UTIL.shutdownMiniCluster();
}
@Before
public void before() throws Exception {
UTIL.getConfiguration().set("hbase.master.loadbalancer.class", this.balancerName);
UTIL.startMiniCluster(1);
this.desc = new HTableDescriptor("test");
this.desc.addFamily(new HColumnDescriptor(FAMILY_NAME));
}
/**
* For HBASE-71. Try a few different configurations of starting and stopping
* region servers to see if the assignment or regions is pretty balanced.
* @throws IOException
* @throws InterruptedException
*/
@Test
public void testRebalanceOnRegionServerNumberChange()
throws IOException, InterruptedException {
HBaseAdmin admin = new HBaseAdmin(UTIL.getConfiguration());
admin.createTable(this.desc, Arrays.copyOfRange(HBaseTestingUtility.KEYS,
1, HBaseTestingUtility.KEYS.length));
this.table = new HTable(UTIL.getConfiguration(), this.desc.getName());
CatalogTracker ct = new CatalogTracker(UTIL.getConfiguration());
ct.start();
try {
MetaReader.fullScanMetaAndPrint(ct);
} finally {
ct.stop();
}
assertEquals("Test table should have right number of regions",
HBaseTestingUtility.KEYS.length,
this.table.getStartKeys().length);
// verify that the region assignments are balanced to start out
assertRegionsAreBalanced();
// add a region server - total of 2
LOG.info("Started second server=" +
UTIL.getHBaseCluster().startRegionServer().getRegionServer().getServerName());
UTIL.getHBaseCluster().getMaster().balance();
assertRegionsAreBalanced();
// add a region server - total of 3
LOG.info("Started third server=" +
UTIL.getHBaseCluster().startRegionServer().getRegionServer().getServerName());
UTIL.getHBaseCluster().getMaster().balance();
assertRegionsAreBalanced();
// kill a region server - total of 2
LOG.info("Stopped third server=" + UTIL.getHBaseCluster().stopRegionServer(2, false));
UTIL.getHBaseCluster().waitOnRegionServer(2);
UTIL.getHBaseCluster().getMaster().balance();
assertRegionsAreBalanced();
// start two more region servers - total of 4
LOG.info("Readding third server=" +
UTIL.getHBaseCluster().startRegionServer().getRegionServer().getServerName());
LOG.info("Added fourth server=" +
UTIL.getHBaseCluster().startRegionServer().getRegionServer().getServerName());
UTIL.getHBaseCluster().getMaster().balance();
assertRegionsAreBalanced();
for (int i = 0; i < 6; i++){
LOG.info("Adding " + (i + 5) + "th region server");
UTIL.getHBaseCluster().startRegionServer();
}
UTIL.getHBaseCluster().getMaster().balance();
assertRegionsAreBalanced();
table.close();
}
/** figure out how many regions are currently being served. */
private int getRegionCount() throws IOException {
int total = 0;
for (HRegionServer server : getOnlineRegionServers()) {
total += ProtobufUtil.getOnlineRegions(server).size();
}
return total;
}
/**
* Determine if regions are balanced. Figure out the total, divide by the
* number of online servers, then test if each server is +/- 1 of average
* rounded up.
*/
private void assertRegionsAreBalanced() throws IOException {
// TODO: Fix this test. Old balancer used to run with 'slop'. New
// balancer does not.
boolean success = false;
float slop = (float)UTIL.getConfiguration().getFloat("hbase.regions.slop", 0.1f);
if (slop <= 0) slop = 1;
for (int i = 0; i < 5; i++) {
success = true;
// make sure all the regions are reassigned before we test balance
waitForAllRegionsAssigned();
int regionCount = getRegionCount();
List<HRegionServer> servers = getOnlineRegionServers();
double avg = UTIL.getHBaseCluster().getMaster().getAverageLoad();
int avgLoadPlusSlop = (int)Math.ceil(avg * (1 + slop));
int avgLoadMinusSlop = (int)Math.floor(avg * (1 - slop)) - 1;
LOG.debug("There are " + servers.size() + " servers and " + regionCount
+ " regions. Load Average: " + avg + " low border: " + avgLoadMinusSlop
+ ", up border: " + avgLoadPlusSlop + "; attempt: " + i);
for (HRegionServer server : servers) {
int serverLoad = ProtobufUtil.getOnlineRegions(server).size();
LOG.debug(server.getServerName() + " Avg: " + avg + " actual: " + serverLoad);
if (!(avg > 2.0 && serverLoad <= avgLoadPlusSlop
&& serverLoad >= avgLoadMinusSlop)) {
for (HRegionInfo hri : ProtobufUtil.getOnlineRegions(server)) {
if (hri.isMetaRegion() || hri.isRootRegion()) serverLoad--;
// LOG.debug(hri.getRegionNameAsString());
}
if (!(serverLoad <= avgLoadPlusSlop && serverLoad >= avgLoadMinusSlop)) {
LOG.debug(server.getServerName() + " Isn't balanced!!! Avg: " + avg +
" actual: " + serverLoad + " slop: " + slop);
success = false;
break;
}
}
}
if (!success) {
// one or more servers are not balanced. sleep a little to give it a
// chance to catch up. then, go back to the retry loop.
try {
Thread.sleep(10000);
} catch (InterruptedException e) {}
UTIL.getHBaseCluster().getMaster().balance();
continue;
}
// if we get here, all servers were balanced, so we should just return.
return;
}
// if we get here, we tried 5 times and never got to short circuit out of
// the retry loop, so this is a failure.
fail("After 5 attempts, region assignments were not balanced.");
}
private List<HRegionServer> getOnlineRegionServers() {
List<HRegionServer> list = new ArrayList<HRegionServer>();
for (JVMClusterUtil.RegionServerThread rst :
UTIL.getHBaseCluster().getRegionServerThreads()) {
if (rst.getRegionServer().isOnline()) {
list.add(rst.getRegionServer());
}
}
return list;
}
/**
* Wait until all the regions are assigned.
*/
private void waitForAllRegionsAssigned() throws IOException {
while (getRegionCount() < 22) {
// while (!cluster.getMaster().allRegionsAssigned()) {
LOG.debug("Waiting for there to be 22 regions, but there are " + getRegionCount() + " right now.");
try {
Thread.sleep(200);
} catch (InterruptedException e) {}
}
}
}