spring-210730-02---Spring5新功能-Webflux-响应式编程-Java实现

spring-210730-02—Spring5新功能-Webflux-响应式编程-Java实现

• 什么是响应式编程
• 观察者模式（演示）
  • ObserverTest.java
• 尚硅谷视频给的例子
  • Flow.java
  • Main.java

---

什么是响应式编程

什么是响应式编程：
	简称RP（Reactive Programming）
	响应式编程是一种面向数据流和变化传播的编程范式。这意味着可以在编程语言中很方便地表达静态或动态的数据流，
	而相关的计算模型会自动将变化的值通过数据流进行传播。

例如：
	对于 a=b+c 这个表达式的处理，在命令式编程中，会先计算 b+c 的结果，
	再把此结果赋值给 变量a，因此 b，c 两值的变化不会对 变量a 产生影响。
	但在响应式编程中，变量a 的值会随时跟随 b，c 的变化而变化。

	电子表格程序就是响应式编程的一个例子。
	单元格可以包含字面值或类似"=B1+C1"的公式，
	而包含公式的单元格的值会依据其他单元格的值的变化而变化。

---

观察者模式（演示）

目前我也不懂，只是看着做了，有一个了解。2021.07.30

Java8以及之前版本提供了观察者模式的两个类：
	Observer，Observable

ObserverTest.java

package com.bgy.spring.reactorjava8;

import java.util.Observable;

public class ObserverTest extends Observable {

    public static void main(String[] args) {
        ObserverTest observer = new ObserverTest();

        // 添加观察者
        observer.addObserver((o,element)->{
            System.out.println("发生了变化");
        });
        observer.addObserver((o,element)->{
            System.out.println("手动通知被观察者，准备改变");
        });

        // 数据变化
        observer.setChanged();

        // 通知
        observer.notifyObservers();
    }
}
/*
    运行结果：
        手动通知被观察者，准备改变
        发生了变化
 */

---

尚硅谷视频给的例子

我还是看不懂2021.07.30

这个把Java9做了封装，

整个Spring5框架基于Java8，运行时兼容JDK9，这是Spring特点，可能这就是其中一个吧

Flow.java

public final class Flow {

    private Flow() {} // uninstantiable

    /**
     * A producer of items (and related control messages) received by
     * Subscribers.  Each current {@link Subscriber} receives the same
     * items (via method {@code onNext}) in the same order, unless
     * drops or errors are encountered. If a Publisher encounters an
     * error that does not allow items to be issued to a Subscriber,
     * that Subscriber receives {@code onError}, and then receives no
     * further messages.  Otherwise, when it is known that no further
     * messages will be issued to it, a subscriber receives {@code
     * onComplete}.  Publishers ensure that Subscriber method
     * invocations for each subscription are strictly ordered in <a
     * href="package-summary.html#MemoryVisibility"><i>happens-before</i></a>
     * order.
     *
     * <p>Publishers may vary in policy about whether drops (failures
     * to issue an item because of resource limitations) are treated
     * as unrecoverable errors.  Publishers may also vary about
     * whether Subscribers receive items that were produced or
     * available before they subscribed.
     *
     * @param <T> the published item type
     */
    @FunctionalInterface
    public static interface Publisher<T> {
        /**
         * Adds the given Subscriber if possible.  If already
         * subscribed, or the attempt to subscribe fails due to policy
         * violations or errors, the Subscriber's {@code onError}
         * method is invoked with an {@link IllegalStateException}.
         * Otherwise, the Subscriber's {@code onSubscribe} method is
         * invoked with a new {@link Subscription}.  Subscribers may
         * enable receiving items by invoking the {@code request}
         * method of this Subscription, and may unsubscribe by
         * invoking its {@code cancel} method.
         *
         * @param subscriber the subscriber
         * @throws NullPointerException if subscriber is null
         */
        public void subscribe(Subscriber<? super T> subscriber);
    }

    /**
     * A receiver of messages.  The methods in this interface are
     * invoked in strict sequential order for each {@link
     * Subscription}.
     *
     * @param <T> the subscribed item type
     */
    public static interface Subscriber<T> {
        /**
         * Method invoked prior to invoking any other Subscriber
         * methods for the given Subscription. If this method throws
         * an exception, resulting behavior is not guaranteed, but may
         * cause the Subscription not to be established or to be cancelled.
         *
         * <p>Typically, implementations of this method invoke {@code
         * subscription.request} to enable receiving items.
         *
         * @param subscription a new subscription
         */
        public void onSubscribe(Subscription subscription);

        /**
         * Method invoked with a Subscription's next item.  If this
         * method throws an exception, resulting behavior is not
         * guaranteed, but may cause the Subscription to be cancelled.
         *
         * @param item the item
         */
        public void onNext(T item);

        /**
         * Method invoked upon an unrecoverable error encountered by a
         * Publisher or Subscription, after which no other Subscriber
         * methods are invoked by the Subscription.  If this method
         * itself throws an exception, resulting behavior is
         * undefined.
         *
         * @param throwable the exception
         */
        public void onError(Throwable throwable);

        /**
         * Method invoked when it is known that no additional
         * Subscriber method invocations will occur for a Subscription
         * that is not already terminated by error, after which no
         * other Subscriber methods are invoked by the Subscription.
         * If this method throws an exception, resulting behavior is
         * undefined.
         */
        public void onComplete();
    }

    /**
     * Message control linking a {@link Publisher} and {@link
     * Subscriber}.  Subscribers receive items only when requested,
     * and may cancel at any time. The methods in this interface are
     * intended to be invoked only by their Subscribers; usages in
     * other contexts have undefined effects.
     */
    public static interface Subscription {
        /**
         * Adds the given number {@code n} of items to the current
         * unfulfilled demand for this subscription.  If {@code n} is
         * less than or equal to zero, the Subscriber will receive an
         * {@code onError} signal with an {@link
         * IllegalArgumentException} argument.  Otherwise, the
         * Subscriber will receive up to {@code n} additional {@code
         * onNext} invocations (or fewer if terminated).
         *
         * @param n the increment of demand; a value of {@code
         * Long.MAX_VALUE} may be considered as effectively unbounded
         */
        public void request(long n);

        /**
         * Causes the Subscriber to (eventually) stop receiving
         * messages.  Implementation is best-effort -- additional
         * messages may be received after invoking this method.
         * A cancelled subscription need not ever receive an
         * {@code onComplete} or {@code onError} signal.
         */
        public void cancel();
    }

    /**
     * A component that acts as both a Subscriber and Publisher.
     *
     * @param <T> the subscribed item type
     * @param <R> the published item type
     */
    public static interface Processor<T,R> extends Subscriber<T>, Publisher<R> {
    }

    static final int DEFAULT_BUFFER_SIZE = 256;

    /**
     * Returns a default value for Publisher or Subscriber buffering,
     * that may be used in the absence of other constraints.
     *
     * @implNote
     * The current value returned is 256.
     *
     * @return the buffer size value
     */
    public static int defaultBufferSize() {
        return DEFAULT_BUFFER_SIZE;
    }

}

---

Main.java

package com.atguigu.demo;

import java.util.concurrent.Flow;

public class Main {

    public static void main(String[] args) {
        Flow.Publisher<String> publisher = subscriber -> {
            subscriber.onNext("1"); // 1
            subscriber.onNext("2");
            subscriber.onError(new RuntimeException("出错")); // 2
            //  subscriber.onComplete();
        };


        publisher.subscribe(new Flow.Subscriber<>() {
            @Override
            public void onSubscribe(Flow.Subscription subscription) {
                subscription.cancel();
            }

            @Override
            public void onNext(String item) {
                System.out.println(item);
            }

            @Override
            public void onError(Throwable throwable) {
                System.out.println("出错了");
            }

            @Override
            public void onComplete() {
                System.out.println("publish complete");
            }
        });
    }
}