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* feat: Implement Actor Model pattern #3232 * feat: Implement Actor Model pattern #3232 * feat: update Actor Model implementation with multi-actor logic #3251 * feat: update Actor Model implementation with multi-actor logic and loose coupling #3251 * test: add unit test for actor model #3251 * test: add test for App.java to increase coverage * docs: add complete README for Actor Model pattern also implemented changes #3251
202 lines
5.1 KiB
Markdown
202 lines
5.1 KiB
Markdown
---
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title: "Actor Model Pattern in Java: Building Concurrent Systems with Elegance"
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shortTitle: Actor Model
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description: "Explore the Actor Model pattern in Java with real-world examples and practical implementation. Learn how to build scalable, message-driven systems using actors, messages, and asynchronous communication."
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category: Concurrency
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language: en
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tag:
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- Concurrency
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- Messaging
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- Isolation
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- Asynchronous
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- Distributed Systems
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- Actor Model
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---
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## Also Known As
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- Message-passing concurrency
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- Actor-based concurrency
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---
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## Intent of Actor Model Pattern
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The Actor Model pattern enables the construction of highly concurrent, distributed, and fault-tolerant systems by using isolated components (actors) that interact exclusively through asynchronous message passing.
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---
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## Detailed Explanation of Actor Model Pattern with Real-World Examples
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### 📦 Real-world Example
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Imagine a customer service system:
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- Each **customer support agent** is an **actor**.
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- Customers **send questions (messages)** to agents.
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- Each agent handles one request at a time and can **respond asynchronously** without interfering with other agents.
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---
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### 🧠 In Plain Words
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> "Actors are like independent workers that never share memory and only communicate through messages."
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---
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### 📖 Wikipedia Says
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> [Actor model](https://en.wikipedia.org/wiki/Actor_model) is a mathematical model of concurrent computation that treats "actors" as the universal primitives of concurrent computation.
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---
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### 🧹 Architecture Diagram
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---
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## Programmatic Example of Actor Model Pattern in Java
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### Actor.java
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```java
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public abstract class Actor implements Runnable {
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@Setter @Getter private String actorId;
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private final BlockingQueue<Message> mailbox = new LinkedBlockingQueue<>();
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private volatile boolean active = true;
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public void send(Message message) {
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mailbox.add(message);
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}
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public void stop() {
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active = false;
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}
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@Override
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public void run() {
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}
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protected abstract void onReceive(Message message);
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}
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```
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### Message.java
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```java
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@AllArgsConstructor
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@Getter
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@Setter
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public class Message {
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private final String content;
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private final String senderId;
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}
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```
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### ActorSystem.java
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```java
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public class ActorSystem {
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public void startActor(Actor actor) {
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String actorId = "actor-" + idCounter.incrementAndGet(); // Generate a new and unique ID
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actor.setActorId(actorId); // assign the actor it's ID
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actorRegister.put(actorId, actor); // Register and save the actor with it's ID
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executor.submit(actor); // Run the actor in a thread
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}
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public Actor getActorById(String actorId) {
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return actorRegister.get(actorId); // Find by Id
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}
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public void shutdown() {
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executor.shutdownNow(); // Stop all threads
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}
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}
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```
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### App.java
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```java
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public class App {
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public static void main(String[] args) {
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ActorSystem system = new ActorSystem();
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Actor srijan = new ExampleActor(system);
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Actor ansh = new ExampleActor2(system);
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system.startActor(srijan);
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system.startActor(ansh);
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ansh.send(new Message("Hello ansh", srijan.getActorId()));
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srijan.send(new Message("Hello srijan!", ansh.getActorId()));
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Thread.sleep(1000); // Give time for messages to process
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srijan.stop(); // Stop the actor gracefully
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ansh.stop();
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system.shutdown(); // Stop the actor system
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}
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}
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```
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---
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## When to Use the Actor Model Pattern in Java
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- When building **concurrent or distributed systems**
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- When you want **no shared mutable state**
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- When you need **asynchronous, message-driven communication**
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- When components should be **isolated and loosely coupled**
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---
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## Actor Model Pattern Java Tutorials
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- [Baeldung – Akka with Java](https://www.baeldung.com/java-akka)
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- [Vaughn Vernon – Reactive Messaging Patterns](https://vaughnvernon.co/?p=1143)
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---
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## Real-World Applications of Actor Model Pattern in Java
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- [Akka Framework](https://akka.io/)
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- [Erlang and Elixir concurrency](https://www.erlang.org/)
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- [Microsoft Orleans](https://learn.microsoft.com/en-us/dotnet/orleans/)
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- JVM-based game engines and simulators
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---
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## Benefits and Trade-offs of Actor Model Pattern
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### ✅ Benefits
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- High concurrency support
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- Easy scaling across threads or machines
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- Fault isolation and recovery
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- Message ordering within actors
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### ⚠️ Trade-offs
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- Harder to debug due to asynchronous behavior
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- Slight performance overhead due to message queues
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- More complex to design than simple method calls
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---
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## Related Java Design Patterns
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- [Command Pattern](../command)
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- [Mediator Pattern](../mediator)
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- [Event-Driven Architecture](../event-driven-architecture)
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- [Observer Pattern](../observer)
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---
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## References and Credits
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- *Programming Erlang*, Joe Armstrong
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- *Reactive Design Patterns*, Roland Kuhn
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- *The Actor Model in 10 Minutes*, [InfoQ Article](https://www.infoq.com/articles/actor-model/)
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- [Akka Documentation](https://doc.akka.io/docs/akka/current/index.html)
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