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* 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,
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* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.flink.runtime.jobmaster.slotpool;
import org.apache.flink.runtime.clusterframework.types.ResourceID;
import org.apache.flink.runtime.clusterframework.types.SlotProfile;
import org.apache.flink.runtime.jobmanager.scheduler.Locality;
import org.apache.flink.runtime.jobmaster.SlotContext;
import org.apache.flink.runtime.taskmanager.TaskManagerLocation;
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
import java.util.Collection;
import java.util.HashSet;
import java.util.Iterator;
import java.util.function.BiFunction;
import java.util.function.Function;
import java.util.function.Predicate;
import java.util.stream.Stream;
/**
* Default {@link SchedulingStrategy} which tries to match a slot with its location preferences.
*/
public class LocationPreferenceSchedulingStrategy implements SchedulingStrategy {
private static final LocationPreferenceSchedulingStrategy INSTANCE = new LocationPreferenceSchedulingStrategy();
LocationPreferenceSchedulingStrategy() {}
@Nullable
@Override
public OUT findMatchWithLocality(
@Nonnull SlotProfile slotProfile,
@Nonnull Stream candidates,
@Nonnull Function contextExtractor,
@Nonnull Predicate additionalRequirementsFilter,
@Nonnull BiFunction resultProducer) {
final Collection locationPreferences = slotProfile.getPreferredLocations();
// if we have no location preferences, we can only filter by the additional requirements.
if (locationPreferences.isEmpty()) {
return candidates
.filter(additionalRequirementsFilter)
.findFirst()
.map((result) -> resultProducer.apply(result, Locality.UNCONSTRAINED))
.orElse(null);
}
// we build up two indexes, one for resource id and one for host names of the preferred locations.
HashSet preferredResourceIDs = new HashSet<>(locationPreferences.size());
HashSet preferredFQHostNames = new HashSet<>(locationPreferences.size());
for (TaskManagerLocation locationPreference : locationPreferences) {
preferredResourceIDs.add(locationPreference.getResourceID());
preferredFQHostNames.add(locationPreference.getFQDNHostname());
}
Iterator iterator = candidates.iterator();
IN matchByHostName = null;
IN matchByAdditionalRequirements = null;
while (iterator.hasNext()) {
IN candidate = iterator.next();
SlotContext slotContext = contextExtractor.apply(candidate);
// this if checks if the candidate has is a local slot
if (preferredResourceIDs.contains(slotContext.getTaskManagerLocation().getResourceID())) {
if (additionalRequirementsFilter.test(candidate)) {
// we can stop, because we found a match with best possible locality.
return resultProducer.apply(candidate, Locality.LOCAL);
} else {
// next candidate because this failed on the additional requirements.
continue;
}
}
// this if checks if the candidate is at least host-local, if we did not find another host-local
// candidate before.
if (matchByHostName == null) {
if (preferredFQHostNames.contains(slotContext.getTaskManagerLocation().getFQDNHostname())) {
if (additionalRequirementsFilter.test(candidate)) {
// We remember the candidate, but still continue because there might still be a candidate
// that is local to the desired task manager.
matchByHostName = candidate;
} else {
// next candidate because this failed on the additional requirements.
continue;
}
}
// this if checks if the candidate at least fulfils the resource requirements, and is only required
// if we did not yet find a valid candidate with better locality.
if (matchByAdditionalRequirements == null
&& additionalRequirementsFilter.test(candidate)) {
// Again, we remember but continue in hope for a candidate with better locality.
matchByAdditionalRequirements = candidate;
}
}
}
// at the end of the iteration, we return the candidate with best possible locality or null.
if (matchByHostName != null) {
return resultProducer.apply(matchByHostName, Locality.HOST_LOCAL);
} else if (matchByAdditionalRequirements != null) {
return resultProducer.apply(matchByAdditionalRequirements, Locality.NON_LOCAL);
} else {
return null;
}
}
public static LocationPreferenceSchedulingStrategy getInstance() {
return INSTANCE;
}
}
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