HDFS-1686. Federation: Add more Balancer tests with federation setting. Contributed by Bharat Viswanadham

This commit is contained in:
Tsz-Wo Nicholas Sze 2018-03-02 10:42:39 -08:00
parent 83798f15f8
commit 850b2f2567

View File

@ -100,6 +100,19 @@ private static class Suite {
replication = 1; replication = 1;
this.parameters = parameters; this.parameters = parameters;
} }
Suite(MiniDFSCluster cluster, final int nNameNodes, final int nDataNodes,
BalancerParameters parameters, Configuration conf, short
replicationFactor) throws IOException {
this.conf = conf;
this.cluster = cluster;
clients = new ClientProtocol[nNameNodes];
for(int i = 0; i < nNameNodes; i++) {
clients[i] = cluster.getNameNode(i).getRpcServer();
}
replication = replicationFactor;
this.parameters = parameters;
}
} }
/* create a file with a length of <code>fileLen</code> */ /* create a file with a length of <code>fileLen</code> */
@ -154,7 +167,7 @@ static void wait(final ClientProtocol[] clients,
static void runBalancer(Suite s, static void runBalancer(Suite s,
final long totalUsed, final long totalCapacity) throws Exception { final long totalUsed, final long totalCapacity) throws Exception {
final double avg = totalUsed*100.0/totalCapacity; double avg = totalUsed*100.0/totalCapacity;
LOG.info("BALANCER 0: totalUsed=" + totalUsed LOG.info("BALANCER 0: totalUsed=" + totalUsed
+ ", totalCapacity=" + totalCapacity + ", totalCapacity=" + totalCapacity
@ -180,6 +193,9 @@ static void runBalancer(Suite s,
for(boolean balanced = false; !balanced; i++) { for(boolean balanced = false; !balanced; i++) {
final long[] used = new long[s.cluster.getDataNodes().size()]; final long[] used = new long[s.cluster.getDataNodes().size()];
final long[] cap = new long[used.length]; final long[] cap = new long[used.length];
final long[][] bpUsed = new long[s.clients.length][s.cluster
.getDataNodes().size()];
for(int n = 0; n < s.clients.length; n++) { for(int n = 0; n < s.clients.length; n++) {
final DatanodeInfo[] datanodes = s.clients[n].getDatanodeReport( final DatanodeInfo[] datanodes = s.clients[n].getDatanodeReport(
@ -199,25 +215,52 @@ static void runBalancer(Suite s,
Assert.assertEquals(used[d], datanodes[d].getDfsUsed()); Assert.assertEquals(used[d], datanodes[d].getDfsUsed());
Assert.assertEquals(cap[d], datanodes[d].getCapacity()); Assert.assertEquals(cap[d], datanodes[d].getCapacity());
} }
bpUsed[n][d] = datanodes[d].getBlockPoolUsed();
} }
} }
balanced = true; balanced = true;
for(int d = 0; d < used.length; d++) { for(int d = 0; d < used.length; d++) {
final double p = used[d]*100.0/cap[d]; double p;
balanced = p <= avg + s.parameters.getThreshold(); if(s.parameters.getBalancingPolicy() == BalancingPolicy.Pool.INSTANCE) {
if (!balanced) { for (int k = 0; k < s.parameters.getBlockPools().size(); k++) {
if (i % 100 == 0) { avg = TestBalancer.sum(bpUsed[k])*100/totalCapacity;
LOG.warn("datanodes " + d + " is not yet balanced: " p = bpUsed[k][d] * 100.0 / cap[d];
+ "used=" + used[d] + ", cap=" + cap[d] + ", avg=" + avg); balanced = p <= avg + s.parameters.getThreshold();
LOG.warn("TestBalancer.sum(used)=" + TestBalancer.sum(used) if (!balanced) {
+ ", TestBalancer.sum(cap)=" + TestBalancer.sum(cap)); if (i % 100 == 0) {
LOG.warn("datanodes " + d + " is not yet balanced: "
+ "block pool used=" + bpUsed[d][k] + ", cap=" + cap[d] +
", avg=" + avg);
LOG.warn("sum(blockpoolUsed)=" + TestBalancer.sum(bpUsed[k])
+ ", sum(cap)=" + TestBalancer.sum(cap));
}
sleep(100);
break;
}
}
if (!balanced) {
break;
}
} else {
p = used[d] * 100.0 / cap[d];
balanced = p <= avg + s.parameters.getThreshold();
if (!balanced) {
if (i % 100 == 0) {
LOG.warn("datanodes " + d + " is not yet balanced: "
+ "used=" + used[d] + ", cap=" + cap[d] + ", avg=" + avg);
LOG.warn("sum(used)=" + TestBalancer.sum(used)
+ ", sum(cap)=" + TestBalancer.sum(cap));
}
sleep(100);
break;
} }
sleep(100);
break;
} }
} }
} }
LOG.info("BALANCER 6"); LOG.info("BALANCER 6");
// cluster is balanced, verify that only selected blockpools were touched // cluster is balanced, verify that only selected blockpools were touched
Map<Integer, DatanodeStorageReport[]> postBalancerPoolUsages = Map<Integer, DatanodeStorageReport[]> postBalancerPoolUsages =
@ -425,19 +468,26 @@ private void unevenDistribution(final int nNameNodes,
* It then adds an empty node and start balancing. * It then adds an empty node and start balancing.
* *
* @param nNameNodes Number of NameNodes * @param nNameNodes Number of NameNodes
* @param capacities Capacities of the datanodes
* @param racks Rack names * @param racks Rack names
* @param newCapacity the capacity of the new DataNode
* @param newRack the rack for the new DataNode * @param newRack the rack for the new DataNode
* @param conf Configuration * @param conf Configuration
* @param nNameNodestoBalance noOfNameNodestoBalance
* @param balancerParameters BalancerParameters
*/ */
private void runTest(final int nNameNodes, long[] capacities, String[] racks, private void runTest(final int nNameNodes, String[] racks,
long newCapacity, String newRack, Configuration conf) throws Exception { String[] newRack, Configuration conf,
final int nDataNodes = capacities.length; int nNameNodestoBalance,
BalancerParameters balancerParameters)
throws Exception {
final int nDataNodes = racks.length;
final long[] capacities = new long[nDataNodes];
Arrays.fill(capacities, CAPACITY);
LOG.info("nNameNodes=" + nNameNodes + ", nDataNodes=" + nDataNodes); LOG.info("nNameNodes=" + nNameNodes + ", nDataNodes=" + nDataNodes);
Assert.assertEquals(nDataNodes, racks.length); Assert.assertEquals(nDataNodes, racks.length);
LOG.info("RUN_TEST -1"); LOG.info("RUN_TEST -1: start a cluster with nNameNodes=" + nNameNodes
+ ", nDataNodes=" + nDataNodes);
final MiniDFSCluster cluster = new MiniDFSCluster final MiniDFSCluster cluster = new MiniDFSCluster
.Builder(new Configuration(conf)) .Builder(new Configuration(conf))
.nnTopology(MiniDFSNNTopology.simpleFederatedTopology(nNameNodes)) .nnTopology(MiniDFSNNTopology.simpleFederatedTopology(nNameNodes))
@ -451,44 +501,63 @@ private void runTest(final int nNameNodes, long[] capacities, String[] racks,
try { try {
cluster.waitActive(); cluster.waitActive();
LOG.info("RUN_TEST 1"); LOG.info("RUN_TEST 1");
final Suite s =
new Suite(cluster, nNameNodes, nDataNodes, Suite s;
BalancerParameters.DEFAULT, conf);
Set<String> blockpools = new HashSet<>();
if(balancerParameters == null) {
s = new Suite(cluster, nNameNodes, nDataNodes,
BalancerParameters.DEFAULT, conf);
} else {
for (int i=0; i< nNameNodestoBalance; i++) {
blockpools.add(cluster.getNamesystem(i).getBlockPoolId());
}
BalancerParameters.Builder b =
new BalancerParameters.Builder();
b.setBalancingPolicy(balancerParameters.getBalancingPolicy());
b.setBlockpools(blockpools);
BalancerParameters params = b.build();
s = new Suite(cluster, nNameNodes, nDataNodes, params, conf, (short)2);
}
long totalCapacity = TestBalancer.sum(capacities); long totalCapacity = TestBalancer.sum(capacities);
LOG.info("RUN_TEST 2"); LOG.info("RUN_TEST 2: create files");
// fill up the cluster to be 30% full // fill up the cluster to be 30% full
final long totalUsed = totalCapacity*3/10; final long totalUsed = (totalCapacity * s.replication)*3/10;
final long size = (totalUsed/nNameNodes)/s.replication; final long size = (totalUsed/nNameNodes)/s.replication;
for(int n = 0; n < nNameNodes; n++) { for(int n = 0; n < nNameNodes; n++) {
createFile(s, n, size); createFile(s, n, size);
} }
LOG.info("RUN_TEST 3"); LOG.info("RUN_TEST 3: " + newRack.length + " new datanodes");
// start up an empty node with the same capacity and on the same rack // start up an empty node with the same capacity and on the same rack
cluster.startDataNodes(conf, 1, true, null, final long[] newCapacity = new long[newRack.length];
new String[]{newRack}, new long[]{newCapacity}); Arrays.fill(newCapacity, CAPACITY);
cluster.startDataNodes(conf, newCapacity.length, true, null,
newRack, newCapacity);
totalCapacity += newCapacity; totalCapacity += TestBalancer.sum(newCapacity);
LOG.info("RUN_TEST 4"); LOG.info("RUN_TEST 4: run Balancer");
// run RUN_TEST and validate results // run RUN_TEST and validate results
runBalancer(s, totalUsed, totalCapacity); runBalancer(s, totalUsed, totalCapacity);
LOG.info("RUN_TEST 5"); LOG.info("RUN_TEST 5");
} finally { } finally {
cluster.shutdown(); cluster.shutdown();
} }
LOG.info("RUN_TEST 6"); LOG.info("RUN_TEST 6: done");
} }
/** Test a cluster with even distribution, /** Test a cluster with even distribution,
* then a new empty node is added to the cluster * then a new empty node is added to the cluster.
*/ */
@Test @Test
public void testBalancer() throws Exception { public void testTwoOneOne() throws Exception {
final Configuration conf = createConf(); final Configuration conf = createConf();
runTest(2, new long[]{CAPACITY}, new String[]{RACK0}, runTest(2, new String[]{RACK0}, new String[] {RACK0}, conf,
CAPACITY/2, RACK0, conf); 2, null);
} }
/** Test unevenly distributed cluster */ /** Test unevenly distributed cluster */
@ -517,4 +586,36 @@ public void testBalancing2OutOf3Blockpools() throws Exception {
5 * CAPACITY / 100, 10 * CAPACITY / 100 }, new long[] { CAPACITY, 5 * CAPACITY / 100, 10 * CAPACITY / 100 }, new long[] { CAPACITY,
CAPACITY, CAPACITY }, new String[] { RACK0, RACK1, RACK2 }, conf); CAPACITY, CAPACITY }, new String[] { RACK0, RACK1, RACK2 }, conf);
} }
/** Even distribution with 2 Namenodes, 4 Datanodes and 2 new Datanodes. */
@Test(timeout = 600000)
public void testTwoFourTwo() throws Exception {
final Configuration conf = createConf();
runTest(2, new String[]{RACK0, RACK0, RACK1, RACK1},
new String[]{RACK2, RACK2}, conf, 2, null);
}
@Test(timeout=600000)
public void testBalancingBlockpoolsWithBlockPoolPolicy() throws Exception {
final Configuration conf = createConf();
BalancerParameters balancerParameters = new BalancerParameters.Builder()
.setBalancingPolicy(BalancingPolicy.Pool.INSTANCE).build();
runTest(2, new String[]{RACK0, RACK0, RACK1, RACK1},
new String[]{RACK2, RACK2}, conf, 2,
balancerParameters);
}
@Test(timeout = 600000)
public void test1OutOf2BlockpoolsWithBlockPoolPolicy()
throws
Exception {
final Configuration conf = createConf();
BalancerParameters balancerParameters = new BalancerParameters.Builder()
.setBalancingPolicy(BalancingPolicy.Pool.INSTANCE).build();
runTest(2, new String[]{RACK0, RACK0, RACK1, RACK1},
new String[]{RACK2, RACK2}, conf, 1,
balancerParameters);
}
} }