HDFS-11577. Combine the old and the new chooseRandom for better performance. Contributed by Chen Liang.
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@ -496,7 +496,7 @@ public Node chooseRandom(final String scope,
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}
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}
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private Node chooseRandom(final String scope, String excludedScope,
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protected Node chooseRandom(final String scope, String excludedScope,
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final Collection<Node> excludedNodes) {
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if (excludedScope != null) {
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if (scope.startsWith(excludedScope)) {
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@ -36,7 +36,6 @@
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* remaining parts should be the same.
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*
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* Currently a placeholder to test storage type info.
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* TODO : add "chooseRandom with storageType info" function.
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*/
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public class DFSNetworkTopology extends NetworkTopology {
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@ -56,6 +55,7 @@ public static DFSNetworkTopology getInstance(Configuration conf) {
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*
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* @param scope range of nodes from which a node will be chosen
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* @param excludedNodes nodes to be excluded from
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* @param type the storage type we search for
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* @return the chosen node
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*/
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public Node chooseRandomWithStorageType(final String scope,
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@ -74,6 +74,69 @@ public Node chooseRandomWithStorageType(final String scope,
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}
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}
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/**
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* Randomly choose one node from <i>scope</i> with the given storage type.
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*
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* If scope starts with ~, choose one from the all nodes except for the
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* ones in <i>scope</i>; otherwise, choose one from <i>scope</i>.
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* If excludedNodes is given, choose a node that's not in excludedNodes.
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*
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* This call would make up to two calls. It first tries to get a random node
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* (with old method) and check if it satisfies. If yes, simply return it.
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* Otherwise, it make a second call (with the new method) by passing in a
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* storage type.
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*
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* This is for better performance reason. Put in short, the key note is that
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* the old method is faster but may take several runs, while the new method
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* is somewhat slower, and always succeed in one trial.
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* See HDFS-11535 for more detail.
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*
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* @param scope range of nodes from which a node will be chosen
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* @param excludedNodes nodes to be excluded from
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* @param type the storage type we search for
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* @return the chosen node
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*/
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public Node chooseRandomWithStorageTypeTwoTrial(final String scope,
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final Collection<Node> excludedNodes, StorageType type) {
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netlock.readLock().lock();
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try {
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String searchScope;
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String excludedScope;
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if (scope.startsWith("~")) {
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searchScope = NodeBase.ROOT;
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excludedScope = scope.substring(1);
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} else {
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searchScope = scope;
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excludedScope = null;
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}
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// next do a two-trial search
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// first trial, call the old method, inherited from NetworkTopology
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Node n = chooseRandom(searchScope, excludedScope, excludedNodes);
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if (n == null) {
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if (LOG.isDebugEnabled()) {
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LOG.debug("No node to choose.");
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}
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// this means there is simply no node to choose from
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return null;
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}
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Preconditions.checkArgument(n instanceof DatanodeDescriptor);
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DatanodeDescriptor dnDescriptor = (DatanodeDescriptor)n;
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if (dnDescriptor.hasStorageType(type)) {
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// the first trial succeeded, just return
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return dnDescriptor;
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} else {
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// otherwise, make the second trial by calling the new method
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LOG.debug("First trial failed, node has no type {}, " +
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"making second trial carrying this type", type);
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return chooseRandomWithStorageType(searchScope, excludedScope,
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excludedNodes, type);
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}
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} finally {
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netlock.readLock().unlock();
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}
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}
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/**
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* Choose a random node based on given scope, excludedScope and excludedNodes
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* set. Although in general the topology has at most three layers, this class
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@ -99,13 +162,10 @@ public Node chooseRandomWithStorageType(final String scope,
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* all it's ancestors' storage counters accordingly, this way the excluded
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* root is out of the picture.
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*
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* TODO : this function has duplicate code as NetworkTopology, need to
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* refactor in the future.
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*
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* @param scope
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* @param excludedScope
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* @param excludedNodes
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* @return
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* @param scope the scope where we look for node.
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* @param excludedScope the scope where the node must NOT be from.
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* @param excludedNodes the returned node must not be in this set
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* @return a node with required storage type
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*/
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@VisibleForTesting
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Node chooseRandomWithStorageType(final String scope,
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@ -508,4 +508,61 @@ public void testGetSubtreeStorageCount() throws Exception {
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assertEquals(1,
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innerl2d3r3.getSubtreeStorageCount(StorageType.DISK));
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}
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@Test
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public void testChooseRandomWithStorageTypeTwoTrial() throws Exception {
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Node n;
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DatanodeDescriptor dd;
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n = CLUSTER.chooseRandomWithStorageType("/l2/d3/r4", null, null,
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StorageType.ARCHIVE);
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HashSet<Node> excluded = new HashSet<>();
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// exclude the host on r4 (since there is only one host, no randomness here)
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excluded.add(n);
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// search with given scope being desired scope
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for (int i = 0; i<10; i++) {
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n = CLUSTER.chooseRandomWithStorageTypeTwoTrial(
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"/l2/d3", null, StorageType.ARCHIVE);
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assertTrue(n instanceof DatanodeDescriptor);
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dd = (DatanodeDescriptor) n;
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assertTrue(dd.getHostName().equals("host12") ||
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dd.getHostName().equals("host13"));
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}
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for (int i = 0; i<10; i++) {
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n = CLUSTER.chooseRandomWithStorageTypeTwoTrial(
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"/l2/d3", excluded, StorageType.ARCHIVE);
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assertTrue(n instanceof DatanodeDescriptor);
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dd = (DatanodeDescriptor) n;
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assertTrue(dd.getHostName().equals("host13"));
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}
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// search with given scope being exclude scope
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// a total of 4 ramdisk nodes:
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// /l1/d2/r3/host7, /l2/d3/r2/host10, /l2/d4/r1/host7 and /l2/d4/r1/host10
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// so if we exclude /l2/d4/r1, if should be always either host7 or host10
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for (int i = 0; i<10; i++) {
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n = CLUSTER.chooseRandomWithStorageTypeTwoTrial(
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"~/l2/d4", null, StorageType.RAM_DISK);
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assertTrue(n instanceof DatanodeDescriptor);
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dd = (DatanodeDescriptor) n;
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assertTrue(dd.getHostName().equals("host7") ||
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dd.getHostName().equals("host10"));
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}
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// similar to above, except that we also exclude host10 here. so it should
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// always be host7
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n = CLUSTER.chooseRandomWithStorageType("/l2/d3/r2", null, null,
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StorageType.RAM_DISK);
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// add host10 to exclude
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excluded.add(n);
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for (int i = 0; i<10; i++) {
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n = CLUSTER.chooseRandomWithStorageTypeTwoTrial(
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"~/l2/d4", excluded, StorageType.RAM_DISK);
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assertTrue(n instanceof DatanodeDescriptor);
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dd = (DatanodeDescriptor) n;
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assertTrue(dd.getHostName().equals("host7"));
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}
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}
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}
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