Github user HeartSaVioR commented on a diff in the pull request:
https://github.com/apache/storm/pull/1674#discussion_r135463762
--- Diff:
storm-core/src/jvm/org/apache/storm/scheduler/blacklist/BlacklistScheduler.java
---
@@ -0,0 +1,250 @@
+/**
+ * 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.storm.scheduler.blacklist;
+
+import com.google.common.collect.EvictingQueue;
+import org.apache.storm.Config;
+import org.apache.storm.metric.StormMetricsRegistry;
+import org.apache.storm.scheduler.Cluster;
+import org.apache.storm.scheduler.IScheduler;
+import org.apache.storm.scheduler.SupervisorDetails;
+import org.apache.storm.scheduler.Topologies;
+import org.apache.storm.scheduler.WorkerSlot;
+import org.apache.storm.scheduler.blacklist.reporters.IReporter;
+import org.apache.storm.scheduler.blacklist.strategies.IBlacklistStrategy;
+import org.apache.storm.utils.Utils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.Callable;
+
+public class BlacklistScheduler implements IScheduler {
+ private static final Logger LOG =
LoggerFactory.getLogger(BlacklistScheduler.class);
+ private final IScheduler underlyingScheduler;
+ @SuppressWarnings("rawtypes")
+ private Map _conf;
+
+ protected int toleranceTime;
+ protected int toleranceCount;
+ protected int resumeTime;
+ protected IReporter reporter;
+ protected IBlacklistStrategy blacklistStrategy;
+
+ protected int nimbusMonitorFreqSecs;
+
+ protected Map<String, Set<Integer>> cachedSupervisors;
+
+ //key is supervisor key ,value is supervisor ports
+ protected EvictingQueue<HashMap<String, Set<Integer>>>
badSupervisorsToleranceSlidingWindow;
+ protected int windowSize;
+ protected Set<String> blacklistHost;
+
+ public BlacklistScheduler(IScheduler underlyingScheduler) {
+ this.underlyingScheduler = underlyingScheduler;
+ }
+
+ @Override
+ public void prepare(Map conf) {
+ LOG.info("prepare black list scheduler");
+ underlyingScheduler.prepare(conf);
+ _conf = conf;
+ if (_conf.containsKey(Config.BLACKLIST_SCHEDULER_TOLERANCE_TIME)) {
+ toleranceTime = Utils.getInt(
_conf.get(Config.BLACKLIST_SCHEDULER_TOLERANCE_TIME));
+ }
+ if (_conf.containsKey(Config.BLACKLIST_SCHEDULER_TOLERANCE_COUNT))
{
+ toleranceCount = Utils.getInt(
_conf.get(Config.BLACKLIST_SCHEDULER_TOLERANCE_COUNT));
+ }
+ if (_conf.containsKey(Config.BLACKLIST_SCHEDULER_RESUME_TIME)) {
+ resumeTime = Utils.getInt(
_conf.get(Config.BLACKLIST_SCHEDULER_RESUME_TIME));
+ }
+ String reporterClassName =
_conf.containsKey(Config.BLACKLIST_SCHEDULER_REPORTER) ? (String)
_conf.get(Config.BLACKLIST_SCHEDULER_REPORTER) :
"org.apache.storm.scheduler.blacklist.reporters.LogReporter" ;
+ try {
+ reporter = (IReporter)
Class.forName(reporterClassName).newInstance();
+ } catch (ClassNotFoundException e) {
+ LOG.error("Can't find blacklist reporter for name {}",
reporterClassName);
+ throw new RuntimeException(e);
+ } catch (InstantiationException e) {
+ LOG.error("Throw InstantiationException blacklist reporter for
name {}", reporterClassName);
+ throw new RuntimeException(e);
+ } catch (IllegalAccessException e) {
+ LOG.error("Throw illegalAccessException blacklist reporter for
name {}", reporterClassName);
+ throw new RuntimeException(e);
+ }
+
+ String strategyClassName =
_conf.containsKey(Config.BLACKLIST_SCHEDULER_STRATEGY) ? (String)
_conf.get(Config.BLACKLIST_SCHEDULER_STRATEGY) :
"org.apache.storm.scheduler.blacklist.strategies.DefaultBlacklistStrategy";
+ try {
+ blacklistStrategy = (IBlacklistStrategy)
Class.forName(strategyClassName).newInstance();
+ } catch (ClassNotFoundException e) {
+ LOG.error("Can't find blacklist strategy for name {}",
strategyClassName);
+ throw new RuntimeException(e);
+ } catch (InstantiationException e) {
+ LOG.error("Throw InstantiationException blacklist strategy for
name {}", strategyClassName);
+ throw new RuntimeException(e);
+ } catch (IllegalAccessException e) {
+ LOG.error("Throw illegalAccessException blacklist strategy for
name {}", strategyClassName);
+ throw new RuntimeException(e);
+ }
+
+ nimbusMonitorFreqSecs = Utils.getInt(
_conf.get(Config.NIMBUS_MONITOR_FREQ_SECS));
+ blacklistStrategy.prepare(_conf);
+
+ windowSize=toleranceTime / nimbusMonitorFreqSecs;
+ badSupervisorsToleranceSlidingWindow
=EvictingQueue.create(windowSize);
+ cachedSupervisors = new HashMap<>();
+ blacklistHost = new HashSet<>();
+
+
StormMetricsRegistry.registerGauge("nimbus:num-blacklisted-supervisor", new
Callable<Integer>() {
+ @Override
+ public Integer call() throws Exception {
+ //nimbus:num-blacklisted-supervisor + none blacklisted
supervisor = nimbus:num-supervisors
+ return blacklistHost.size();
+ }
+ });
+ }
+
+ @Override
+ public void schedule(Topologies topologies, Cluster cluster) {
+ LOG.debug("running Black List scheduler");
+ Map<String, SupervisorDetails> supervisors =
cluster.getSupervisors();
+ LOG.debug("AssignableSlots: {}", cluster.getAssignableSlots());
+ LOG.debug("AvailableSlots: {}", cluster.getAvailableSlots());
+ LOG.debug("UsedSlots: {}", cluster.getUsedSlots());
+
+ blacklistStrategy.resumeFromBlacklist();
+ badSupervisors(supervisors);
+ cluster.setBlacklistedHosts(getBlacklistHosts(cluster,
topologies));
+ removeLongTimeDisappearFromCache();
+
+ underlyingScheduler.schedule(topologies, cluster);
+ }
+
+ private void badSupervisors(Map<String, SupervisorDetails>
supervisors) {
+ Set<String> cachedSupervisorsKeySet = cachedSupervisors.keySet();
+ Set<String> supervisorsKeySet = supervisors.keySet();
+
+ Set<String> badSupervisorKeys =
Sets.difference(cachedSupervisorsKeySet, supervisorsKeySet);//cached supervisor
doesn't show up
+ HashMap<String, Set<Integer>> badSupervisors = new HashMap<String,
Set<Integer>>();
+ for (String key : badSupervisorKeys) {
+ badSupervisors.put(key, cachedSupervisors.get(key));
+ }
+
+ for (Map.Entry<String, SupervisorDetails> entry :
supervisors.entrySet()) {
+ String key = entry.getKey();
+ SupervisorDetails supervisorDetails = entry.getValue();
+ if (cachedSupervisors.containsKey(key)) {
+ Set<Integer> badSlots = badSlots(supervisorDetails, key);
+ if (badSlots.size() > 0) {//supervisor contains bad slots
+ badSupervisors.put(key, badSlots);
+ }
+ } else {
+ cachedSupervisors.put(key,
supervisorDetails.getAllPorts());//new supervisor to cache
+ }
+ }
+
+ badSupervisorsToleranceSlidingWindow.add(badSupervisors);
+ }
+
+ private Set<Integer> badSlots(SupervisorDetails supervisor, String
supervisorKey) {
+ Set<Integer> cachedSupervisorPorts =
cachedSupervisors.get(supervisorKey);
+ Set<Integer> supervisorPorts = supervisor.getAllPorts();
+
+ Set<Integer> newPorts = Sets.difference(supervisorPorts,
cachedSupervisorPorts);
+ if (newPorts.size() > 0) {
+ //add new ports to cached supervisor
+ cachedSupervisors.put(supervisorKey, Sets.union(newPorts,
cachedSupervisorPorts));
+ }
+
+ Set<Integer> badSlots = Sets.difference(cachedSupervisorPorts,
supervisorPorts);
+ return badSlots;
+ }
+
+ public Set<String> getBlacklistHosts(Cluster cluster, Topologies
topologies) {
+ Set<String> blacklistSet = blacklistStrategy.getBlacklist(new
ArrayList<>(badSupervisorsToleranceSlidingWindow), cluster, topologies);
+ Set<String> blacklistHostSet = new HashSet<>();
+ for (String supervisor : blacklistSet) {
+ String host = cluster.getHost(supervisor);
+ if (host != null) {
+ blacklistHostSet.add(host);
+ } else {
+ LOG.info("supervisor {} is not alive know, do not need to
add to blacklist.", supervisor);
+ }
+ }
+ this.blacklistHost = blacklistHostSet;
+ return blacklistHostSet;
+ }
+
+ /**
+ * supervisor or port never exits once in tolerance time will be
removed from cache.
+ */
+ private void removeLongTimeDisappearFromCache() {
+
+ Map<String, Integer> supervisorCountMap = new HashMap<String,
Integer>();
+ Map<WorkerSlot, Integer> slotCountMap = new HashMap<WorkerSlot,
Integer>();
+
+ for (Map<String, Set<Integer>> item :
badSupervisorsToleranceSlidingWindow) {
+ Set<String> supervisors = item.keySet();
+ for (String supervisor : supervisors) {
+ int supervisorCount = 0;
+ if (supervisorCountMap.containsKey(supervisor)) {
+ supervisorCount = supervisorCountMap.get(supervisor);
+ }
+ Set<Integer> slots = item.get(supervisor);
+ if(slots.equals(cachedSupervisors.get(supervisor))){//only
all slots are bad means supervisor is bad
+ supervisorCountMap.put(supervisor, supervisorCount +
1);
+ }
+ for (Integer slot : slots) {
+ int slotCount = 0;
+ WorkerSlot workerSlot = new WorkerSlot(supervisor,
slot);
+ if (slotCountMap.containsKey(workerSlot)) {
+ slotCount = slotCountMap.get(workerSlot);
+ }
+ slotCountMap.put(workerSlot, slotCount + 1);
+ }
+ }
+ }
+
+ for (Map.Entry<String, Integer> entry :
supervisorCountMap.entrySet()) {
+ String key = entry.getKey();
+ int value = entry.getValue();
+ if (value == windowSize) {//supervisor never exits once in
tolerance time will be removed from cache
+ cachedSupervisors.remove(key);
+ LOG.info("supervisor {} has never exited once during
tolerance time, proberbly be dead forever, removed from cache.", key);
+ }
+ }
+
+ for (Map.Entry<WorkerSlot, Integer> entry :
slotCountMap.entrySet()) {
+ WorkerSlot workerSlot = entry.getKey();
+ String supervisorKey = workerSlot.getNodeId();
+ Integer slot = workerSlot.getPort();
+ int value = entry.getValue();
+ if (value == windowSize) {//port never exits once in tolerance
time will be removed from cache
+ Set<Integer> slots = cachedSupervisors.get(supervisorKey);
--- End diff --
Maybe better to use getOrDefault() with empty set (Collections.emptySet())
and change if condition to `slots.isEmpty()`.
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