Reactive Streams is an API and pattern that provides a standard for asynchronous stream processing with non-blocking back pressure. It is also being introduced in Java 9 Flow API with four simple interfaces: Publisher
, Subscriber
, Subscription
and Processor
.
But Reactive Streams API is just low level to make practical use in reactive applications. So Reactor Core provides two main implementations of Publisher: Flux and Mono. In this tutorial, we’re gonna know what they are and simple ways to create them.
I. Overview
For more details about Reactive Streams and Publish-Subscribe Pattern, please visit:
Java 9 Flow API – Reactive Streams
1. Flux & Mono
A Flux<T> is a standard Publisher<T> representing a reactive sequence of 0..N items, optionally terminated by either a success signal or an error.
While Mono<T> is a specialized Publisher<T> that emits at most single-valued-or-empty result.
2. Simple ways to create Publishers with Flux and Mono
2.1 Mono
– Empty Mono:
Mono<String> noData = Mono.empty();
– Mono with value:
Mono<String> data = Mono.just("JSA");
– Mono that emits an Exception:
Mono.error(new CustomException());
2.2 Flux
– Empty Flux:
Flux<String> noData = Flux.empty();
– Flux with items:
Flux<String> data = Flux.just("Java", "Sample", "Approach", ".com");
– Flux from Collections:
List<String> list = Arrays.asList("JAVA", "SAMPLE", "APPROACH", ".COM");
Flux<String> sequence = Flux.fromIterable(list);
– Flux
Flux<Long> counter = Flux.interval(Duration.ofMillis(x));
– Flux that emits an Exception:
Flux.error(new CustomException());
II. Practice
0. Technology
– Java 8
– Maven 3.6.1
– Reactor Core 3.0.4, with the Aluminium release train.
1. Reactor installation in Maven
– First, import the BOM by adding the following to pom.xml:
<dependencyManagement>
<dependencies>
<dependency>
<groupId>io.projectreactor</groupId>
<artifactId>reactor-bom</artifactId>
<version>Aluminium-SR1</version>
<type>pom</type>
<scope>import</scope>
</dependency>
</dependencies>
</dependencyManagement>
</pre>
- Next, add dependency:
<pre class="lang:xml">
<dependencies>
<dependency>
<groupId>io.projectreactor</groupId>
<artifactId>reactor-core</artifactId>
</dependency>
</dependencies>
2. Write Code
package com.javasampleapproach.reactorpublisher;
import java.time.Duration;
import java.util.Arrays;
import java.util.List;
import reactor.core.publisher.Flux;
import reactor.core.publisher.Mono;
public class MainApp {
public static void main(String[] args) throws InterruptedException {
System.out.println("=== Empty Mono ===");
Mono.empty().subscribe(System.out::println);
System.out.println("=== Mono.just ===");
Mono.just("JSA")
.map(item -> "Mono item: " + item)
.subscribe(System.out::println);
System.out.println("=== Empty Flux ===");
Flux.empty()
.subscribe(System.out::println);
System.out.println("=== Flux.just ===");
Flux.just("Java", "Sample", "Approach", ".com")
.map(item -> item.toUpperCase())
.subscribe(System.out::print);
System.out.println("\n=== Flux from List ===");
List<String> list = Arrays.asList("JAVA", "SAMPLE", "APPROACH", ".COM");
Flux.fromIterable(list)
.map(item -> item.toLowerCase())
.subscribe(System.out::print);
System.out.println("\n=== Flux emits increasing values each 100ms ===");
Flux.interval(Duration.ofMillis(100))
.map(item -> "tick: " + item)
.take(10)
.subscribe(System.out::println);
Thread.sleep(1500);
System.out.println("=== Mono emits an Exception ===");
Mono.error(new CustomException("Mono"))
.doOnError(e -> {System.out.println("inside Mono doOnError()");})
.subscribe(System.out::println);
System.out.println("=== Flux emits an Exception ===");
Flux.error(new CustomException("Flux"))
.subscribe(System.out::println);
}
}
package com.javasampleapproach.reactorpublisher;
public class CustomException extends RuntimeException {
private static final long serialVersionUID = -5970845585469454688L;
public CustomException(String type) {
System.out.println(type + ": throw CustomException!");
}
}
3. Run & Check Result
=== Empty Mono ===
=== Mono.just ===
Mono item: JSA
=== Empty Flux ===
=== Flux.just ===
ozenero.com
=== Flux from List ===
ozenero.com
=== Flux emits increasing values each 100ms ===
tick: 0
tick: 1
tick: 2
tick: 3
tick: 4
tick: 5
tick: 6
tick: 7
tick: 8
tick: 9
=== Mono emits an Exception ===
Mono: throw CustomException!
inside Mono doOnError()
=== Flux emits an Exception ===
Flux: throw CustomException!
Exception in thread "main" reactor.core.Exceptions$ErrorCallbackNotImplemented: com.javasampleapproach.reactorpublisher.CustomException
Caused by: com.javasampleapproach.reactorpublisher.CustomException
at com.javasampleapproach.reactorpublisher.MainApp.main(MainApp.java:50)
merci 🙂
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