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18 package org.apache.hadoop.hbase.master.balancer;
19
20 import static org.junit.Assert.assertNotNull;
21 import static org.junit.Assert.assertNull;
22 import static org.junit.Assert.assertTrue;
23
24 import java.util.ArrayList;
25 import java.util.HashMap;
26 import java.util.HashSet;
27 import java.util.LinkedList;
28 import java.util.List;
29 import java.util.Map;
30 import java.util.Map.Entry;
31 import java.util.Queue;
32 import java.util.Random;
33 import java.util.Set;
34 import java.util.SortedSet;
35 import java.util.TreeMap;
36 import java.util.TreeSet;
37
38 import org.apache.commons.logging.Log;
39 import org.apache.commons.logging.LogFactory;
40 import org.apache.hadoop.conf.Configuration;
41 import org.apache.hadoop.hbase.HBaseConfiguration;
42 import org.apache.hadoop.hbase.HRegionInfo;
43 import org.apache.hadoop.hbase.ServerName;
44 import org.apache.hadoop.hbase.TableName;
45 import org.apache.hadoop.hbase.client.RegionReplicaUtil;
46 import org.apache.hadoop.hbase.master.RackManager;
47 import org.apache.hadoop.hbase.master.RegionPlan;
48 import org.apache.hadoop.hbase.util.Bytes;
49 import org.apache.hadoop.net.DNSToSwitchMapping;
50 import org.junit.Assert;
51 import org.junit.BeforeClass;
52
53
54
55
56
57
58
59 public class BalancerTestBase {
60 private static final Log LOG = LogFactory.getLog(BalancerTestBase.class);
61 protected static Random rand = new Random();
62 static int regionId = 0;
63 protected static Configuration conf;
64 protected static StochasticLoadBalancer loadBalancer;
65
66 @BeforeClass
67 public static void beforeAllTests() throws Exception {
68 conf = HBaseConfiguration.create();
69 conf.setClass("hbase.util.ip.to.rack.determiner", MockMapping.class, DNSToSwitchMapping.class);
70 conf.setFloat("hbase.master.balancer.stochastic.maxMovePercent", 0.75f);
71 conf.setFloat("hbase.regions.slop", 0.0f);
72 conf.setFloat("hbase.master.balancer.stochastic.localityCost", 0);
73 loadBalancer = new StochasticLoadBalancer();
74 loadBalancer.setConf(conf);
75 }
76
77 protected int[] largeCluster = new int[] { 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
78 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
79 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
80 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
81 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
82 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
83 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
84 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
85 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
86 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
87 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
88 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
89 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
90 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 56 };
91
92
93 protected int[][] clusterStateMocks = new int[][]{
94
95 new int[]{0},
96 new int[]{1},
97 new int[]{10},
98
99 new int[]{0, 0},
100 new int[]{2, 0},
101 new int[]{2, 1},
102 new int[]{2, 2},
103 new int[]{2, 3},
104 new int[]{2, 4},
105 new int[]{1, 1},
106 new int[]{0, 1},
107 new int[]{10, 1},
108 new int[]{514, 1432},
109 new int[]{48, 53},
110
111 new int[]{0, 1, 2},
112 new int[]{1, 2, 3},
113 new int[]{0, 2, 2},
114 new int[]{0, 3, 0},
115 new int[]{0, 4, 0},
116 new int[]{20, 20, 0},
117
118 new int[]{0, 1, 2, 3},
119 new int[]{4, 0, 0, 0},
120 new int[]{5, 0, 0, 0},
121 new int[]{6, 6, 0, 0},
122 new int[]{6, 2, 0, 0},
123 new int[]{6, 1, 0, 0},
124 new int[]{6, 0, 0, 0},
125 new int[]{4, 4, 4, 7},
126 new int[]{4, 4, 4, 8},
127 new int[]{0, 0, 0, 7},
128
129 new int[]{1, 1, 1, 1, 4},
130
131 new int[]{1500, 500, 500, 500, 10, 0},
132 new int[]{1500, 500, 500, 500, 500, 0},
133
134 new int[]{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15},
135 new int[]{0, 0, 0, 0, 0, 0, 0, 0, 0, 10},
136 new int[]{6, 6, 5, 6, 6, 6, 6, 6, 6, 1},
137 new int[]{0, 0, 0, 0, 0, 0, 0, 0, 0, 54},
138 new int[]{0, 0, 0, 0, 0, 0, 0, 0, 0, 55},
139 new int[]{0, 0, 0, 0, 0, 0, 0, 0, 0, 56},
140 new int[]{0, 0, 0, 0, 0, 0, 0, 0, 0, 16},
141 new int[]{1, 1, 1, 1, 1, 1, 1, 1, 1, 8},
142 new int[]{1, 1, 1, 1, 1, 1, 1, 1, 1, 9},
143 new int[]{1, 1, 1, 1, 1, 1, 1, 1, 1, 10},
144 new int[]{1, 1, 1, 1, 1, 1, 1, 1, 1, 123},
145 new int[]{1, 1, 1, 1, 1, 1, 1, 1, 1, 155},
146 new int[]{10, 7, 12, 8, 11, 10, 9, 14},
147 new int[]{13, 14, 6, 10, 10, 10, 8, 10},
148 new int[]{130, 14, 60, 10, 100, 10, 80, 10},
149 new int[]{130, 140, 60, 100, 100, 100, 80, 100},
150 new int[]{0, 5 , 5, 5, 5},
151 largeCluster,
152
153 };
154
155
156
157 public static class MockMapping implements DNSToSwitchMapping {
158 public MockMapping(Configuration conf) {
159 }
160
161 public List<String> resolve(List<String> names) {
162 List<String> ret = new ArrayList<String>(names.size());
163 for (String name : names) {
164 ret.add("rack");
165 }
166 return ret;
167 }
168
169
170 public void reloadCachedMappings() {
171 }
172
173
174 public void reloadCachedMappings(List<String> arg0) {
175 }
176 }
177
178
179
180
181
182 public void assertClusterAsBalanced(List<ServerAndLoad> servers) {
183 int numServers = servers.size();
184 int numRegions = 0;
185 int maxRegions = 0;
186 int minRegions = Integer.MAX_VALUE;
187 for (ServerAndLoad server : servers) {
188 int nr = server.getLoad();
189 if (nr > maxRegions) {
190 maxRegions = nr;
191 }
192 if (nr < minRegions) {
193 minRegions = nr;
194 }
195 numRegions += nr;
196 }
197 if (maxRegions - minRegions < 2) {
198
199 return;
200 }
201 int min = numRegions / numServers;
202 int max = numRegions % numServers == 0 ? min : min + 1;
203
204 for (ServerAndLoad server : servers) {
205 assertTrue(server.getLoad() >= 0);
206 assertTrue(server.getLoad() <= max);
207 assertTrue(server.getLoad() >= min);
208 }
209 }
210
211
212
213
214 public void assertRegionReplicaPlacement(Map<ServerName, List<HRegionInfo>> serverMap, RackManager rackManager) {
215 TreeMap<String, Set<HRegionInfo>> regionsPerHost = new TreeMap<String, Set<HRegionInfo>>();
216 TreeMap<String, Set<HRegionInfo>> regionsPerRack = new TreeMap<String, Set<HRegionInfo>>();
217
218 for (Entry<ServerName, List<HRegionInfo>> entry : serverMap.entrySet()) {
219 String hostname = entry.getKey().getHostname();
220 Set<HRegionInfo> infos = regionsPerHost.get(hostname);
221 if (infos == null) {
222 infos = new HashSet<HRegionInfo>();
223 regionsPerHost.put(hostname, infos);
224 }
225
226 for (HRegionInfo info : entry.getValue()) {
227 HRegionInfo primaryInfo = RegionReplicaUtil.getRegionInfoForDefaultReplica(info);
228 if (!infos.add(primaryInfo)) {
229 Assert.fail("Two or more region replicas are hosted on the same host after balance");
230 }
231 }
232 }
233
234 if (rackManager == null) {
235 return;
236 }
237
238 for (Entry<ServerName, List<HRegionInfo>> entry : serverMap.entrySet()) {
239 String rack = rackManager.getRack(entry.getKey());
240 Set<HRegionInfo> infos = regionsPerRack.get(rack);
241 if (infos == null) {
242 infos = new HashSet<HRegionInfo>();
243 regionsPerRack.put(rack, infos);
244 }
245
246 for (HRegionInfo info : entry.getValue()) {
247 HRegionInfo primaryInfo = RegionReplicaUtil.getRegionInfoForDefaultReplica(info);
248 if (!infos.add(primaryInfo)) {
249 Assert.fail("Two or more region replicas are hosted on the same rack after balance");
250 }
251 }
252 }
253 }
254
255 protected String printStats(List<ServerAndLoad> servers) {
256 int numServers = servers.size();
257 int totalRegions = 0;
258 for (ServerAndLoad server : servers) {
259 totalRegions += server.getLoad();
260 }
261 float average = (float) totalRegions / numServers;
262 int max = (int) Math.ceil(average);
263 int min = (int) Math.floor(average);
264 return "[srvr=" + numServers + " rgns=" + totalRegions + " avg=" + average + " max=" + max
265 + " min=" + min + "]";
266 }
267
268 protected List<ServerAndLoad> convertToList(final Map<ServerName, List<HRegionInfo>> servers) {
269 List<ServerAndLoad> list = new ArrayList<ServerAndLoad>(servers.size());
270 for (Map.Entry<ServerName, List<HRegionInfo>> e : servers.entrySet()) {
271 list.add(new ServerAndLoad(e.getKey(), e.getValue().size()));
272 }
273 return list;
274 }
275
276 protected String printMock(List<ServerAndLoad> balancedCluster) {
277 SortedSet<ServerAndLoad> sorted = new TreeSet<ServerAndLoad>(balancedCluster);
278 ServerAndLoad[] arr = sorted.toArray(new ServerAndLoad[sorted.size()]);
279 StringBuilder sb = new StringBuilder(sorted.size() * 4 + 4);
280 sb.append("{ ");
281 for (int i = 0; i < arr.length; i++) {
282 if (i != 0) {
283 sb.append(" , ");
284 }
285 sb.append(arr[i].getServerName().getHostname());
286 sb.append(":");
287 sb.append(arr[i].getLoad());
288 }
289 sb.append(" }");
290 return sb.toString();
291 }
292
293
294
295
296
297
298
299
300
301 protected List<ServerAndLoad> reconcile(List<ServerAndLoad> list,
302 List<RegionPlan> plans,
303 Map<ServerName, List<HRegionInfo>> servers) {
304 List<ServerAndLoad> result = new ArrayList<ServerAndLoad>(list.size());
305
306 Map<ServerName, ServerAndLoad> map = new HashMap<ServerName, ServerAndLoad>(list.size());
307 for (ServerAndLoad sl : list) {
308 map.put(sl.getServerName(), sl);
309 }
310 if (plans != null) {
311 for (RegionPlan plan : plans) {
312 ServerName source = plan.getSource();
313
314 updateLoad(map, source, -1);
315 ServerName destination = plan.getDestination();
316 updateLoad(map, destination, +1);
317
318 servers.get(source).remove(plan.getRegionInfo());
319 servers.get(destination).add(plan.getRegionInfo());
320 }
321 }
322 result.clear();
323 result.addAll(map.values());
324 return result;
325 }
326
327 protected void updateLoad(final Map<ServerName, ServerAndLoad> map,
328 final ServerName sn,
329 final int diff) {
330 ServerAndLoad sal = map.get(sn);
331 if (sal == null) sal = new ServerAndLoad(sn, 0);
332 sal = new ServerAndLoad(sn, sal.getLoad() + diff);
333 map.put(sn, sal);
334 }
335
336 protected TreeMap<ServerName, List<HRegionInfo>> mockClusterServers(int[] mockCluster) {
337 return mockClusterServers(mockCluster, -1);
338 }
339
340 protected BaseLoadBalancer.Cluster mockCluster(int[] mockCluster) {
341 return new BaseLoadBalancer.Cluster(
342 mockClusterServers(mockCluster, -1), null, null, null);
343 }
344
345 protected TreeMap<ServerName, List<HRegionInfo>> mockClusterServers(int[] mockCluster, int numTables) {
346 int numServers = mockCluster.length;
347 TreeMap<ServerName, List<HRegionInfo>> servers = new TreeMap<ServerName, List<HRegionInfo>>();
348 for (int i = 0; i < numServers; i++) {
349 int numRegions = mockCluster[i];
350 ServerAndLoad sal = randomServer(0);
351 List<HRegionInfo> regions = randomRegions(numRegions, numTables);
352 servers.put(sal.getServerName(), regions);
353 }
354 return servers;
355 }
356
357 private Queue<HRegionInfo> regionQueue = new LinkedList<HRegionInfo>();
358
359 protected List<HRegionInfo> randomRegions(int numRegions) {
360 return randomRegions(numRegions, -1);
361 }
362
363 protected List<HRegionInfo> randomRegions(int numRegions, int numTables) {
364 List<HRegionInfo> regions = new ArrayList<HRegionInfo>(numRegions);
365 byte[] start = new byte[16];
366 byte[] end = new byte[16];
367 rand.nextBytes(start);
368 rand.nextBytes(end);
369 for (int i = 0; i < numRegions; i++) {
370 if (!regionQueue.isEmpty()) {
371 regions.add(regionQueue.poll());
372 continue;
373 }
374 Bytes.putInt(start, 0, numRegions << 1);
375 Bytes.putInt(end, 0, (numRegions << 1) + 1);
376 TableName tableName =
377 TableName.valueOf("table" + (numTables > 0 ? rand.nextInt(numTables) : i));
378 HRegionInfo hri = new HRegionInfo(tableName, start, end, false, regionId++);
379 regions.add(hri);
380 }
381 return regions;
382 }
383
384 protected void returnRegions(List<HRegionInfo> regions) {
385 regionQueue.addAll(regions);
386 }
387
388 private Queue<ServerName> serverQueue = new LinkedList<ServerName>();
389
390 protected ServerAndLoad randomServer(final int numRegionsPerServer) {
391 if (!this.serverQueue.isEmpty()) {
392 ServerName sn = this.serverQueue.poll();
393 return new ServerAndLoad(sn, numRegionsPerServer);
394 }
395 String host = "srv" + rand.nextInt(Integer.MAX_VALUE);
396 int port = rand.nextInt(60000);
397 long startCode = rand.nextLong();
398 ServerName sn = ServerName.valueOf(host, port, startCode);
399 return new ServerAndLoad(sn, numRegionsPerServer);
400 }
401
402 protected List<ServerAndLoad> randomServers(int numServers, int numRegionsPerServer) {
403 List<ServerAndLoad> servers = new ArrayList<ServerAndLoad>(numServers);
404 for (int i = 0; i < numServers; i++) {
405 servers.add(randomServer(numRegionsPerServer));
406 }
407 return servers;
408 }
409
410 protected void returnServer(ServerName server) {
411 serverQueue.add(server);
412 }
413
414 protected void returnServers(List<ServerName> servers) {
415 this.serverQueue.addAll(servers);
416 }
417
418 protected void testWithCluster(int numNodes,
419 int numRegions,
420 int numRegionsPerServer,
421 int replication,
422 int numTables,
423 boolean assertFullyBalanced, boolean assertFullyBalancedForReplicas) {
424 Map<ServerName, List<HRegionInfo>> serverMap =
425 createServerMap(numNodes, numRegions, numRegionsPerServer, replication, numTables);
426 testWithCluster(serverMap, null, assertFullyBalanced, assertFullyBalancedForReplicas);
427 }
428
429 protected void testWithCluster(Map<ServerName, List<HRegionInfo>> serverMap,
430 RackManager rackManager, boolean assertFullyBalanced, boolean assertFullyBalancedForReplicas) {
431 List<ServerAndLoad> list = convertToList(serverMap);
432 LOG.info("Mock Cluster : " + printMock(list) + " " + printStats(list));
433
434 loadBalancer.setRackManager(rackManager);
435
436 List<RegionPlan> plans = loadBalancer.balanceCluster(serverMap);
437 assertNotNull(plans);
438
439
440 if (assertFullyBalanced || assertFullyBalancedForReplicas) {
441
442 List<ServerAndLoad> balancedCluster = reconcile(list, plans, serverMap);
443
444
445 LOG.info("Mock Balance : " + printMock(balancedCluster));
446
447 if (assertFullyBalanced) {
448 assertClusterAsBalanced(balancedCluster);
449 List<RegionPlan> secondPlans = loadBalancer.balanceCluster(serverMap);
450 assertNull(secondPlans);
451 }
452
453 if (assertFullyBalancedForReplicas) {
454 assertRegionReplicaPlacement(serverMap, rackManager);
455 }
456 }
457 }
458
459 protected Map<ServerName, List<HRegionInfo>> createServerMap(int numNodes,
460 int numRegions,
461 int numRegionsPerServer,
462 int replication,
463 int numTables) {
464
465
466
467 int[] cluster = new int[numNodes];
468 for (int i =0; i < numNodes; i++) {
469 cluster[i] = numRegionsPerServer;
470 }
471 cluster[cluster.length - 1] = numRegions - ((cluster.length - 1) * numRegionsPerServer);
472 Map<ServerName, List<HRegionInfo>> clusterState = mockClusterServers(cluster, numTables);
473 if (replication > 0) {
474
475 for (List<HRegionInfo> regions : clusterState.values()) {
476 int length = regions.size();
477 for (int i = 0; i < length; i++) {
478 for (int r = 1; r < replication ; r++) {
479 regions.add(RegionReplicaUtil.getRegionInfoForReplica(regions.get(i), r));
480 }
481 }
482 }
483 }
484
485 return clusterState;
486 }
487
488 }