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Support zone based virtual topology assignment algorithm #2986

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Original file line number Diff line number Diff line change
Expand Up @@ -24,7 +24,13 @@ public class VirtualTopologyGroupConstants {
public static final String GROUP_NAME = "virtualTopologyGroupName";
public static final String GROUP_NUMBER = "virtualTopologyGroupNumber";
public static final String AUTO_MAINTENANCE_MODE_DISABLED = "autoMaintenanceModeDisabled";
public static final String ASSIGNMENT_ALGORITHM_TYPE = "assignmentAlgorithmType";
public static final String GROUP_NAME_SPLITTER = "_";
public static final String PATH_NAME_SPLITTER = "/";
public static final String VIRTUAL_FAULT_ZONE_TYPE = "virtualZone";
public static final String FORCE_RECOMPUTE = "forceRecompute";

public enum VirtualGroupAssignmentAlgorithm {
ZONE_BASED, INSTANCE_BASED
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,173 @@
package org.apache.helix.cloud.topology;

/*
* 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.
*/

import java.util.ArrayList;
import java.util.Collections;
import java.util.Comparator;
import java.util.HashMap;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.PriorityQueue;
import java.util.Queue;
import java.util.Set;
import java.util.TreeSet;
import java.util.stream.Collectors;

import org.apache.commons.math3.util.Pair;

import static org.apache.helix.util.VirtualTopologyUtil.computeVirtualGroupId;

/**
* A virtual group assignment algorithm that assigns zones and their instances to virtual groups
* a way that preserves existing zone-to-group assignments whenever possible, and balances any
* remaining unassigned zones across the least-loaded groups. If the requested number of groups
* differs from the existing assignment, a new distribution is computed. Otherwise, if a zone
* already exists in the provided assignment, all its instances (including newly discovered ones)
* are placed in the same group, ensuring no zone is split across multiple virtual groups.
*/
public class FaultZoneBasedVirtualGroupAssignmentAlgorithm implements VirtualGroupAssignmentAlgorithm {

private static final FaultZoneBasedVirtualGroupAssignmentAlgorithm _instance =
new FaultZoneBasedVirtualGroupAssignmentAlgorithm();

private FaultZoneBasedVirtualGroupAssignmentAlgorithm() {
}

public static FaultZoneBasedVirtualGroupAssignmentAlgorithm getInstance() {
return _instance;
}

@Override
public Map<String, Set<String>> computeAssignment(int numGroups, String virtualGroupName,
Map<String, Set<String>> zoneMapping, Map<String, Set<String>> virtualGroupToInstancesMap) {
// 1. If the number of requested virtual groups differs from the current assignment size,
// we must do a fresh assignment (the existing distribution is invalid).
if (numGroups != virtualGroupToInstancesMap.size()) {
Map<String, Set<String>> newAssignment = new HashMap<>();
for (int i = 0; i < numGroups; i++) {
newAssignment.put(computeVirtualGroupId(i, virtualGroupName), new HashSet<>());
}

// Assign all zones from scratch in a balanced manner.
distributeUnassignedZones(newAssignment, new ArrayList<>(zoneMapping.keySet()), zoneMapping);
return constructResult(newAssignment, zoneMapping);
}

// 2. Find unassigned zones. If there is any, incrementally assign them to the least-loaded
// virtual group.
// Build instance-to-zone mapping for quick zone lookups.
Map<String, String> instanceToZoneMapping = new HashMap<>();
for (Map.Entry<String, Set<String>> entry : zoneMapping.entrySet()) {
for (String instance : entry.getValue()) {
instanceToZoneMapping.put(instance, entry.getKey());
}
}

// Copy zoneMapping for tracking which zones are unassigned.
Set<String> unassignedZones = new HashSet<>(zoneMapping.keySet());

// Build virtual group -> zone mapping and remove assigned zones from the unassigned list
Map<String, Set<String>> virtualGroupToZoneMapping = new HashMap<>();
for (Map.Entry<String, Set<String>> entry : virtualGroupToInstancesMap.entrySet()) {
virtualGroupToZoneMapping.putIfAbsent(entry.getKey(), new HashSet<>());
for (String instance : entry.getValue()) {
String zone = instanceToZoneMapping.get(instance);
virtualGroupToZoneMapping.get(entry.getKey()).add(zone);
unassignedZones.remove(zone);
}
}

// If there are no unassigned zones, return the result as is.
if (unassignedZones.isEmpty()) {
return constructResult(virtualGroupToZoneMapping, zoneMapping);
}

// Distribute unassigned zones to keep the overall distribution balanced.
distributeUnassignedZones(virtualGroupToZoneMapping, new ArrayList<>(unassignedZones),
zoneMapping);
return constructResult(virtualGroupToZoneMapping, zoneMapping);
}

@Override
public Map<String, Set<String>> computeAssignment(int numGroups, String virtualGroupName,
Map<String, Set<String>> zoneMapping) {
return computeAssignment(numGroups, virtualGroupName, zoneMapping, new HashMap<>());
}

/**
* Distributes unassigned zones across virtual groups in a balanced manner.
* Assigns heavier zones first to the current least-loaded group.
*
* @param virtualGroupToZoneMapping Current assignment of virtual group -> set of zones.
* @param unassignedZones List of zones that have not been assigned to any group.
* @param zoneMapping Mapping of physical zone -> set of instances.
*/
private void distributeUnassignedZones(
Map<String, Set<String>> virtualGroupToZoneMapping, List<String> unassignedZones,
Map<String, Set<String>> zoneMapping) {

// Priority queue sorted by current load of the virtual group
// We always assign new zones to the group with the smallest load to keep them balanced.
Queue<String> minHeap = new PriorityQueue<>(
Comparator.comparingInt(vg ->
virtualGroupToZoneMapping.get(vg).stream()
.map(zoneMapping::get)
.mapToInt(Set::size)
.sum()
)
);
// Seed the min-heap with existing groups
minHeap.addAll(virtualGroupToZoneMapping.keySet());

// Sort unassigned zones by descending number of unassigned instances, assigning "heavier" zones first.
unassignedZones.sort(Comparator.comparingInt(zone -> zoneMapping.get(zone).size())
.reversed());

// Assign each zone to the least-loaded group
for (String zone : unassignedZones) {
String leastLoadVg = minHeap.poll();
virtualGroupToZoneMapping.get(leastLoadVg).add(zone);
minHeap.offer(leastLoadVg);
}
}

/**
* Constructs the final result by mapping virtual groups to their instances.
*
* @param vgToZonesMapping Mapping of virtual group -> set of zones.
* @param zoneToInstancesMapping Mapping of zone -> set of instances.
* @return Mapping of virtual group -> set of instances.
*/
private Map<String, Set<String>> constructResult(Map<String, Set<String>> vgToZonesMapping,
Map<String, Set<String>> zoneToInstancesMapping) {
Map<String, Set<String>> result = new HashMap<>();
for (Map.Entry<String, Set<String>> entry : vgToZonesMapping.entrySet()) {
Set<String> instances = new HashSet<>();
for (String zone : entry.getValue()) {
instances.addAll(zoneToInstancesMapping.get(zone));
}
result.put(entry.getKey(), instances);
}
return result;
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,7 @@
import org.apache.helix.cloud.constants.VirtualTopologyGroupConstants;
import org.apache.helix.util.HelixUtil;

import static org.apache.helix.util.VirtualTopologyUtil.computeVirtualGroupId;

/**
* A strategy that densely assign virtual groups with input instance list, it doesn't move to the next one until
Expand All @@ -49,7 +50,7 @@ public static FifoVirtualGroupAssignmentAlgorithm getInstance() {

@Override
public Map<String, Set<String>> computeAssignment(int numGroups, String virtualGroupName,
Map<String, Set<String>> zoneMapping) {
Map<String, Set<String>> zoneMapping, Map<String, Set<String>> virtualGroupToInstancesMap) {
List<String> sortedInstances = HelixUtil.sortAndFlattenZoneMapping(zoneMapping);
Map<String, Set<String>> assignment = new HashMap<>();
// #instances = instancesPerGroupBase * numGroups + residuals
Expand All @@ -73,7 +74,9 @@ public Map<String, Set<String>> computeAssignment(int numGroups, String virtualG
return ImmutableMap.copyOf(assignment);
}

private static String computeVirtualGroupId(int groupIndex, String virtualGroupName) {
return virtualGroupName + VirtualTopologyGroupConstants.GROUP_NAME_SPLITTER + groupIndex;
@Override
public Map<String, Set<String>> computeAssignment(int numGroups, String virtualGroupName,
Map<String, Set<String>> zoneMapping) {
return computeAssignment(numGroups, virtualGroupName, zoneMapping, new HashMap<>());
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -24,6 +24,19 @@


public interface VirtualGroupAssignmentAlgorithm {
/**
* Compute the assignment for each virtual topology group.
*
* @param numGroups number of the virtual groups
* @param virtualGroupName virtual group name
* @param zoneMapping current zone mapping from zoneId to instanceIds
* @param virtualGroupToInstancesMap current virtual group mapping from virtual group Id to instancesIds
* @return the assignment as mapping from virtual group ID to instanceIds
*/
default Map<String, Set<String>> computeAssignment(int numGroups, String virtualGroupName,
Map<String, Set<String>> zoneMapping, Map<String, Set<String>> virtualGroupToInstancesMap) {
return computeAssignment(numGroups, virtualGroupName, zoneMapping);
}

/**
* Compute the assignment for each virtual topology group.
Expand All @@ -33,6 +46,7 @@ public interface VirtualGroupAssignmentAlgorithm {
* @param zoneMapping current zone mapping from zoneId to instanceIds
* @return the assignment as mapping from virtual group ID to instanceIds
*/
@Deprecated
Map<String, Set<String>> computeAssignment(int numGroups, String virtualGroupName,
Map<String, Set<String>> zoneMapping);
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,38 @@
package org.apache.helix.util;

import io.netty.util.internal.StringUtil;
import org.apache.helix.cloud.constants.VirtualTopologyGroupConstants;

public class VirtualTopologyUtil {
public static String computeVirtualGroupId(int groupIndex, String virtualGroupName) {
return virtualGroupName + VirtualTopologyGroupConstants.GROUP_NAME_SPLITTER + groupIndex;
}

/**
* Ensures the provided fault zone type string ends with
* the virtual fault zone type suffix.
*
* @param oldFaultZoneType The original fault zone type. Must not be null or empty.
* @return The fault zone type string with the virtual fault zone type appended if necessary.
* @throws IllegalArgumentException if {@code oldFaultZoneType} is null or empty
*/
public static String computeVirtualFaultZoneTypeKey(String oldFaultZoneType) {
if (StringUtil.isNullOrEmpty(oldFaultZoneType)) {
throw new IllegalArgumentException("The old fault zone type is null or empty");
}

String suffix = VirtualTopologyGroupConstants.GROUP_NAME_SPLITTER
+ VirtualTopologyGroupConstants.VIRTUAL_FAULT_ZONE_TYPE;

// If already ends with splitter + VIRTUAL_FAULT_ZONE_TYPE, return as-is
if (oldFaultZoneType.endsWith(suffix)) {
return oldFaultZoneType;
}

// Otherwise, remove any existing suffix parts beyond the first splitter, if needed
String[] segments = oldFaultZoneType.split(VirtualTopologyGroupConstants.GROUP_NAME_SPLITTER);
String baseName = segments[0];

return baseName + suffix;
}
}
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