coderzc commented on code in PR #25113:
URL: https://github.com/apache/pulsar/pull/25113#discussion_r2659670460


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pip/pip-451.md:
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+# PIP-451: Support Label-based Topic Subscription
+
+# Motivation
+
+Currently, Apache Pulsar supports Pattern Subscription, which allows consumers 
to subscribe to multiple topics using Regular Expressions (Regex). While 
powerful, Regex-based subscription has several structural limitations in 
complex microservice architectures:
+
+* Coupling: It couples the consumption logic with the topic naming convention. 
Changing business requirements often forces topic renaming, which is 
operationally expensive and risky.S
+
+* Flexibility: It is difficult to group semantically related but differently 
named topics (e.g., persistent://public/default/payment-core and 
persistent://public/legacy/billing-v1) into a single subscription without 
complex regex wizardry.
+
+* Complexity: complex Regex can be hard to maintain and error-prone.
+
+Label-based Subscription solves these issues by decoupling "Identity" (Topic 
Name) from "Attributes" (Labels). Users can attach Key-Value metadata (e.g., 
env=prod, dept=finance) to topics and subscribe by specifying a label selector.
+
+# Goals
+
+## In Scope
+* Management: Allow attaching, updating, and removing Key-Value labels to/from 
Topics via the Admin API.
+* Subscription: Allow Consumers to subscribe to topics matching specific 
Labels within specified Namespaces. Support cross-namespace subscription via an 
explicit namespace list in the Client API, avoiding the complexity of 
background metadata polling.
+
+
+
+# High-Level Design
+The design introduces a metadata-driven approach where labels are stored in 
TopicPolicies. 
+The Broker maintains an in-memory index to map labels to topics. The client 
utilizes a "Watch" mechanism to receive real-time updates when topics matching 
the labels are created or updated.
+## Key points
+* Storage: Labels are stored as Map<String, String> inside TopicPolicies.
+* Indexing: The Broker maintains an In-Memory Inverted Index (LabelKey -> 
LabelValue -> Set<Topic>) per Namespace. This hierarchical structure ensures 
efficient lookups for Key-Value pairs without iterating through all topics.
+* Discovery Protocol: We extend the CommandWatchTopicList protocol (PIP-179) 
to accept a label_selector.
+* Client Implementation: The Client accepts a list of target namespaces and 
manages multiple watchers (one per namespace) to aggregate matching topics.
+
+# Detailed Design
+
+## Design & Implementation Details
+
+### Storage 
+
+#### Topic Labels in TopicPolicies
+
+Add a labels field to the TopicPolicies class. Since Topic Policies are 
propagated via the __change_events system topic, this ensures durability and 
consistency across brokers.
+```java
+public class TopicPolicies {
+    // New field: Key-Value labels
+    private Map<String, String> customLabels;
+}
+```
+
+#### In-Memory Inverted Index for Labels-Topic Mapping
+
+The SystemTopicBasedTopicPoliciesService will maintain a nested map structure 
per Namespace to support efficient Key-Value lookups.
+
+**Data Structure**:
+
+```java
+// Map<Namespace, Map<LabelKey, Map<LabelValue, Set<TopicName>>>>
+Map<String, Map<String, Map<String, Set<String>>>> labelTopicInvertedIndex;
+```
+
+### Topic Labels Observation and Notification Mechanism
+
+### TopicPoliciesService Interface Changes
+
+```java
+public interface TopicPoliciesService {
+    // ... Existing methods ...
+
+    /**
+     *  Register a label change listener with the service.
+     */
+    void registerTopicLabelsListener(NamespaceName namespace, 
TopicLabelsListener listener);
+
+    /**
+     * Unregister a label change listener with the service.
+     */
+    void unregisterTopicLabelsListener(NamespaceName namespace, 
TopicLabelsListener listener);
+
+    /**
+     * Query the list of all matching Topics under the specified Namespace 
based on the label selector.
+     */
+    CompletableFuture<List<TopicName>> getTopicsByLabels(NamespaceName 
namespace, Map<String, String> labels);
+    
+    /**
+     * Query all existing labels within a Namespace.
+     */
+    CompletableFuture<Map<String, Set<String>>> getAllLabels(NamespaceName 
namespace);
+}
+```
+To support real-time label change notifications, we will introduce a listener 
mechanism in TopicPoliciesService.
+
+#### Add TopicLabelsListener Interface
+
+```java
+public interface TopicLabelsListener {
+    /**
+     * Triggered when topic labels are substantially changed.
+     * @param topicName The affected topic.
+     * @param allLabels The latest snapshot of all labels.
+     */
+    void onLabelsUpdate(TopicName topicName, Map<String, String> allLabels);
+}
+```
+
+#### Listener Management in TopicPoliciesService
+
+The TopicPoliciesService will maintain a list of TopicLabelsListener and 
notify them when a policy update includes label changes.
+
+#### Notification Logic in Broker
+* Change Detection: When SystemTopicBasedTopicPoliciesService consumes a 
policy event, it compares oldLabels from the cache with newLabels from the 
event, then update in-memory inverted index (labelTopicInvertedIndex).
+
+* Global Dispatch: If `!Objects.equals(oldLabels, newLabels)`, the service 
invokes `onLabelsUpdate(topicName, labels)` for all registered listeners.
+
+* Watcher Evaluation: The TopicListService (registered as a listener) iterates 
through its TopicListWatcher instances.
+
+#### TopicListWatcher State Machine
+
+Each TopicListWatcher maintains a set of currently matched topics to perform 
state-based updates:
+
+```java
+public void onLabelsUpdate(TopicName topicName, @Nullable Map<String, String> 
allLabels) {
+    // allLabels can be null if the topic is deleted
+    boolean wasMatching = matchedTopics.contains(topicName);
+    boolean matchesNow = allLabels != null && labelMatcher.matches(allLabels);

Review Comment:
   Like this:
   
   ```
   public class LabelMatcher {
   
       private Map<String, String> labels;
   
       boolean matches(Map<String, String> targetLabels) {
           for (Map.Entry<String, String> entry : labels.entrySet()) {
               String key = entry.getKey();
               String value = entry.getValue();
               if (!targetLabels.containsKey(key) || 
!targetLabels.get(key).equals(value)) {
                   return false;
               }
           }
           return true;
       }
   }
   ```



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