HDFS-11577. Combine the old and the new chooseRandom for better performance. Contributed by Chen Liang.

This commit is contained in:
Yiqun Lin 2017-03-28 23:02:07 +08:00
parent fdf8f8ebca
commit 6b09336438
3 changed files with 126 additions and 9 deletions

View File

@ -496,7 +496,7 @@ public class NetworkTopology {
}
}
private Node chooseRandom(final String scope, String excludedScope,
protected Node chooseRandom(final String scope, String excludedScope,
final Collection<Node> excludedNodes) {
if (excludedScope != null) {
if (scope.startsWith(excludedScope)) {

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@ -36,7 +36,6 @@ import java.util.Random;
* remaining parts should be the same.
*
* Currently a placeholder to test storage type info.
* TODO : add "chooseRandom with storageType info" function.
*/
public class DFSNetworkTopology extends NetworkTopology {
@ -56,6 +55,7 @@ public class DFSNetworkTopology extends NetworkTopology {
*
* @param scope range of nodes from which a node will be chosen
* @param excludedNodes nodes to be excluded from
* @param type the storage type we search for
* @return the chosen node
*/
public Node chooseRandomWithStorageType(final String scope,
@ -74,6 +74,69 @@ public class DFSNetworkTopology extends NetworkTopology {
}
}
/**
* Randomly choose one node from <i>scope</i> with the given storage type.
*
* If scope starts with ~, choose one from the all nodes except for the
* ones in <i>scope</i>; otherwise, choose one from <i>scope</i>.
* If excludedNodes is given, choose a node that's not in excludedNodes.
*
* This call would make up to two calls. It first tries to get a random node
* (with old method) and check if it satisfies. If yes, simply return it.
* Otherwise, it make a second call (with the new method) by passing in a
* storage type.
*
* This is for better performance reason. Put in short, the key note is that
* the old method is faster but may take several runs, while the new method
* is somewhat slower, and always succeed in one trial.
* See HDFS-11535 for more detail.
*
* @param scope range of nodes from which a node will be chosen
* @param excludedNodes nodes to be excluded from
* @param type the storage type we search for
* @return the chosen node
*/
public Node chooseRandomWithStorageTypeTwoTrial(final String scope,
final Collection<Node> excludedNodes, StorageType type) {
netlock.readLock().lock();
try {
String searchScope;
String excludedScope;
if (scope.startsWith("~")) {
searchScope = NodeBase.ROOT;
excludedScope = scope.substring(1);
} else {
searchScope = scope;
excludedScope = null;
}
// next do a two-trial search
// first trial, call the old method, inherited from NetworkTopology
Node n = chooseRandom(searchScope, excludedScope, excludedNodes);
if (n == null) {
if (LOG.isDebugEnabled()) {
LOG.debug("No node to choose.");
}
// this means there is simply no node to choose from
return null;
}
Preconditions.checkArgument(n instanceof DatanodeDescriptor);
DatanodeDescriptor dnDescriptor = (DatanodeDescriptor)n;
if (dnDescriptor.hasStorageType(type)) {
// the first trial succeeded, just return
return dnDescriptor;
} else {
// otherwise, make the second trial by calling the new method
LOG.debug("First trial failed, node has no type {}, " +
"making second trial carrying this type", type);
return chooseRandomWithStorageType(searchScope, excludedScope,
excludedNodes, type);
}
} finally {
netlock.readLock().unlock();
}
}
/**
* Choose a random node based on given scope, excludedScope and excludedNodes
* set. Although in general the topology has at most three layers, this class
@ -99,13 +162,10 @@ public class DFSNetworkTopology extends NetworkTopology {
* all it's ancestors' storage counters accordingly, this way the excluded
* root is out of the picture.
*
* TODO : this function has duplicate code as NetworkTopology, need to
* refactor in the future.
*
* @param scope
* @param excludedScope
* @param excludedNodes
* @return
* @param scope the scope where we look for node.
* @param excludedScope the scope where the node must NOT be from.
* @param excludedNodes the returned node must not be in this set
* @return a node with required storage type
*/
@VisibleForTesting
Node chooseRandomWithStorageType(final String scope,

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@ -508,4 +508,61 @@ public class TestDFSNetworkTopology {
assertEquals(1,
innerl2d3r3.getSubtreeStorageCount(StorageType.DISK));
}
@Test
public void testChooseRandomWithStorageTypeTwoTrial() throws Exception {
Node n;
DatanodeDescriptor dd;
n = CLUSTER.chooseRandomWithStorageType("/l2/d3/r4", null, null,
StorageType.ARCHIVE);
HashSet<Node> excluded = new HashSet<>();
// exclude the host on r4 (since there is only one host, no randomness here)
excluded.add(n);
// search with given scope being desired scope
for (int i = 0; i<10; i++) {
n = CLUSTER.chooseRandomWithStorageTypeTwoTrial(
"/l2/d3", null, StorageType.ARCHIVE);
assertTrue(n instanceof DatanodeDescriptor);
dd = (DatanodeDescriptor) n;
assertTrue(dd.getHostName().equals("host12") ||
dd.getHostName().equals("host13"));
}
for (int i = 0; i<10; i++) {
n = CLUSTER.chooseRandomWithStorageTypeTwoTrial(
"/l2/d3", excluded, StorageType.ARCHIVE);
assertTrue(n instanceof DatanodeDescriptor);
dd = (DatanodeDescriptor) n;
assertTrue(dd.getHostName().equals("host13"));
}
// search with given scope being exclude scope
// a total of 4 ramdisk nodes:
// /l1/d2/r3/host7, /l2/d3/r2/host10, /l2/d4/r1/host7 and /l2/d4/r1/host10
// so if we exclude /l2/d4/r1, if should be always either host7 or host10
for (int i = 0; i<10; i++) {
n = CLUSTER.chooseRandomWithStorageTypeTwoTrial(
"~/l2/d4", null, StorageType.RAM_DISK);
assertTrue(n instanceof DatanodeDescriptor);
dd = (DatanodeDescriptor) n;
assertTrue(dd.getHostName().equals("host7") ||
dd.getHostName().equals("host10"));
}
// similar to above, except that we also exclude host10 here. so it should
// always be host7
n = CLUSTER.chooseRandomWithStorageType("/l2/d3/r2", null, null,
StorageType.RAM_DISK);
// add host10 to exclude
excluded.add(n);
for (int i = 0; i<10; i++) {
n = CLUSTER.chooseRandomWithStorageTypeTwoTrial(
"~/l2/d4", excluded, StorageType.RAM_DISK);
assertTrue(n instanceof DatanodeDescriptor);
dd = (DatanodeDescriptor) n;
assertTrue(dd.getHostName().equals("host7"));
}
}
}