lkokhreidze commented on a change in pull request #10851:
URL: https://github.com/apache/kafka/pull/10851#discussion_r695736026



##########
File path: 
streams/src/main/java/org/apache/kafka/streams/processor/internals/assignment/ClientTagAwareStandbyTaskAssignor.java
##########
@@ -0,0 +1,208 @@
+/*
+ * 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.kafka.streams.processor.internals.assignment;
+
+import org.apache.kafka.streams.processor.TaskId;
+import 
org.apache.kafka.streams.processor.internals.assignment.AssignorConfiguration.AssignmentConfigs;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Optional;
+import java.util.Set;
+import java.util.UUID;
+import java.util.function.Function;
+
+import static java.util.stream.Collectors.toMap;
+
+/**
+ * Distributes standby tasks over different tag dimensions.
+ * Only tags specified via {@link AssignmentConfigs#rackAwareAssignmentTags} 
are taken into account.
+ * Standby task distribution is on a best-effort basis. For example, if there 
are not enough clients available
+ * on different tag dimensions compared to an active and corresponding standby 
task,
+ * in that case, the algorithm will fall back to distributing tasks on 
least-loaded clients.
+ */
+class ClientTagAwareStandbyTaskAssignor implements StandbyTaskAssignor {
+    private static final Logger log = 
LoggerFactory.getLogger(ClientTagAwareStandbyTaskAssignor.class);
+
+    @Override
+    public boolean assign(final Map<UUID, ClientState> clients,
+                          final Set<TaskId> allTaskIds,
+                          final Set<TaskId> statefulTaskIds,
+                          final AssignorConfiguration.AssignmentConfigs 
configs) {
+        final int numStandbyReplicas = configs.numStandbyReplicas;
+        final Set<String> rackAwareAssignmentTags = new 
HashSet<>(configs.rackAwareAssignmentTags);
+        final Map<TaskId, UUID> statefulTasksWithClients = new HashMap<>();
+
+        statefulTaskIds.forEach(statefulTaskId -> clients.forEach((uuid, 
clientState) -> {
+            if (clientState.activeTasks().contains(statefulTaskId)) {
+                statefulTasksWithClients.put(statefulTaskId, uuid);
+            }
+        }));
+
+        final Map<TaskId, Integer> tasksToRemainingStandbys = 
computeTasksToRemainingStandbys(numStandbyReplicas,
+                                                                               
               statefulTasksWithClients);
+
+        statefulTasksWithClients.forEach((taskId, clientId) -> 
assignStandbyTasksForActiveTask(numStandbyReplicas,
+                                                                               
                taskId,
+                                                                               
                clientId,
+                                                                               
                rackAwareAssignmentTags,
+                                                                               
                clients,
+                                                                               
                tasksToRemainingStandbys));
+
+        return true;
+    }
+
+    @Override
+    public boolean isAllowedTaskMovement(final ClientState source, final 
ClientState destination) {
+        final Map<String, String> sourceClientTags = source.clientTags();
+        final Map<String, String> destinationClientTags = 
destination.clientTags();
+
+        for (final Entry<String, String> sourceClientTagEntry : 
sourceClientTags.entrySet()) {
+            if 
(!sourceClientTagEntry.getValue().equals(destinationClientTags.get(sourceClientTagEntry.getKey())))
 {
+                return false;
+            }
+        }
+
+        return true;
+    }
+
+    private static Map<TaskId, Integer> computeTasksToRemainingStandbys(final 
int numStandbyReplicas, final Map<TaskId, UUID> statefulTasksWithClients) {
+        return 
statefulTasksWithClients.keySet().stream().collect(toMap(Function.identity(), t 
-> numStandbyReplicas));
+    }
+
+    private static void fillClientsTagStatistics(final Map<UUID, ClientState> 
clientStates,
+                                                 final Map<String, Set<UUID>> 
clientsPerTagValue,
+                                                 final Map<String, 
Set<String>> tagKeyToTagValuesMapping) {
+        for (final Entry<UUID, ClientState> clientStateEntry : 
clientStates.entrySet()) {
+            final UUID clientId = clientStateEntry.getKey();
+            final ClientState clientState = clientStateEntry.getValue();
+
+            clientState.clientTags().forEach((tagKey, tagValue) -> {
+                tagKeyToTagValuesMapping.compute(tagKey, (key, currentValue) 
-> {
+                    final Set<String> tagValuesForKey = 
Optional.ofNullable(currentValue).orElse(new HashSet<>());
+                    tagValuesForKey.add(tagValue);
+                    return tagValuesForKey;
+                });

Review comment:
       Fixed




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