Lambda02 函数式接口

1 java8默认提供的函数式接口

　　1.1 Predicate

/*
 * Copyright (c) 2010, 2013, Oracle and/or its affiliates. All rights reserved.
 * ORACLE PROPRIETARY/CONFIDENTIAL. Use is subject to license terms.
 *
 *
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 *
 *
 *
 *
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package java.util.function;

import java.util.Objects;

/**
 * Represents a predicate (boolean-valued function) of one argument.
 *
 * <p>This is a <a href="package-summary.html">functional interface</a>
 * whose functional method is {@link #test(Object)}.
 *
 * @param <T> the type of the input to the predicate
 *
 * @since 1.8
 */
@FunctionalInterface
public interface Predicate<T> {

    /**
     * Evaluates this predicate on the given argument.
     *
     * @param t the input argument
     * @return {@code true} if the input argument matches the predicate,
     * otherwise {@code false}
     */
    boolean test(T t);

    /**
     * Returns a composed predicate that represents a short-circuiting logical
     * AND of this predicate and another.  When evaluating the composed
     * predicate, if this predicate is {@code false}, then the {@code other}
     * predicate is not evaluated.
     *
     * <p>Any exceptions thrown during evaluation of either predicate are relayed
     * to the caller; if evaluation of this predicate throws an exception, the
     * {@code other} predicate will not be evaluated.
     *
     * @param other a predicate that will be logically-ANDed with this
     *              predicate
     * @return a composed predicate that represents the short-circuiting logical
     * AND of this predicate and the {@code other} predicate
     * @throws NullPointerException if other is null
     */
    default Predicate<T> and(Predicate<? super T> other) {
        Objects.requireNonNull(other);
        return (t) -> test(t) && other.test(t);
    }

    /**
     * Returns a predicate that represents the logical negation of this
     * predicate.
     *
     * @return a predicate that represents the logical negation of this
     * predicate
     */
    default Predicate<T> negate() {
        return (t) -> !test(t);
    }

    /**
     * Returns a composed predicate that represents a short-circuiting logical
     * OR of this predicate and another.  When evaluating the composed
     * predicate, if this predicate is {@code true}, then the {@code other}
     * predicate is not evaluated.
     *
     * <p>Any exceptions thrown during evaluation of either predicate are relayed
     * to the caller; if evaluation of this predicate throws an exception, the
     * {@code other} predicate will not be evaluated.
     *
     * @param other a predicate that will be logically-ORed with this
     *              predicate
     * @return a composed predicate that represents the short-circuiting logical
     * OR of this predicate and the {@code other} predicate
     * @throws NullPointerException if other is null
     */
    default Predicate<T> or(Predicate<? super T> other) {
        Objects.requireNonNull(other);
        return (t) -> test(t) || other.test(t);
    }

    /**
     * Returns a predicate that tests if two arguments are equal according
     * to {@link Objects#equals(Object, Object)}.
     *
     * @param <T> the type of arguments to the predicate
     * @param targetRef the object reference with which to compare for equality,
     *               which may be {@code null}
     * @return a predicate that tests if two arguments are equal according
     * to {@link Objects#equals(Object, Object)}
     */
    static <T> Predicate<T> isEqual(Object targetRef) {
        return (null == targetRef)
                ? Objects::isNull
                : object -> targetRef.equals(object);
    }
}

Predicate.java

　　1.2 Consumer

/*
 * Copyright (c) 2010, 2013, Oracle and/or its affiliates. All rights reserved.
 * ORACLE PROPRIETARY/CONFIDENTIAL. Use is subject to license terms.
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 */
package java.util.function;

import java.util.Objects;

/**
 * Represents an operation that accepts a single input argument and returns no
 * result. Unlike most other functional interfaces, {@code Consumer} is expected
 * to operate via side-effects.
 *
 * <p>This is a <a href="package-summary.html">functional interface</a>
 * whose functional method is {@link #accept(Object)}.
 *
 * @param <T> the type of the input to the operation
 *
 * @since 1.8
 */
@FunctionalInterface
public interface Consumer<T> {

    /**
     * Performs this operation on the given argument.
     *
     * @param t the input argument
     */
    void accept(T t);

    /**
     * Returns a composed {@code Consumer} that performs, in sequence, this
     * operation followed by the {@code after} operation. If performing either
     * operation throws an exception, it is relayed to the caller of the
     * composed operation.  If performing this operation throws an exception,
     * the {@code after} operation will not be performed.
     *
     * @param after the operation to perform after this operation
     * @return a composed {@code Consumer} that performs in sequence this
     * operation followed by the {@code after} operation
     * @throws NullPointerException if {@code after} is null
     */
    default Consumer<T> andThen(Consumer<? super T> after) {
        Objects.requireNonNull(after);
        return (T t) -> { accept(t); after.accept(t); };
    }
}

Consumer.java

1 Predicate

　　该接口称为断言接口，有输入也有输出；输入类型是泛型，输出类型是Boolean类型。

　　1.1 源代码

/*
 * Copyright (c) 2010, 2013, Oracle and/or its affiliates. All rights reserved.
 * ORACLE PROPRIETARY/CONFIDENTIAL. Use is subject to license terms.
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 */
package java.util.function;

import java.util.Objects;

/**
 * Represents a predicate (boolean-valued function) of one argument.
 *
 * <p>This is a <a href="package-summary.html">functional interface</a>
 * whose functional method is {@link #test(Object)}.
 *
 * @param <T> the type of the input to the predicate
 *
 * @since 1.8
 */
@FunctionalInterface
public interface Predicate<T> {

    /**
     * Evaluates this predicate on the given argument.
     *
     * @param t the input argument
     * @return {@code true} if the input argument matches the predicate,
     * otherwise {@code false}
     */
    boolean test(T t);

    /**
     * Returns a composed predicate that represents a short-circuiting logical
     * AND of this predicate and another.  When evaluating the composed
     * predicate, if this predicate is {@code false}, then the {@code other}
     * predicate is not evaluated.
     *
     * <p>Any exceptions thrown during evaluation of either predicate are relayed
     * to the caller; if evaluation of this predicate throws an exception, the
     * {@code other} predicate will not be evaluated.
     *
     * @param other a predicate that will be logically-ANDed with this
     *              predicate
     * @return a composed predicate that represents the short-circuiting logical
     * AND of this predicate and the {@code other} predicate
     * @throws NullPointerException if other is null
     */
    default Predicate<T> and(Predicate<? super T> other) {
        Objects.requireNonNull(other);
        return (t) -> test(t) && other.test(t);
    }

    /**
     * Returns a predicate that represents the logical negation of this
     * predicate.
     *
     * @return a predicate that represents the logical negation of this
     * predicate
     */
    default Predicate<T> negate() {
        return (t) -> !test(t);
    }

    /**
     * Returns a composed predicate that represents a short-circuiting logical
     * OR of this predicate and another.  When evaluating the composed
     * predicate, if this predicate is {@code true}, then the {@code other}
     * predicate is not evaluated.
     *
     * <p>Any exceptions thrown during evaluation of either predicate are relayed
     * to the caller; if evaluation of this predicate throws an exception, the
     * {@code other} predicate will not be evaluated.
     *
     * @param other a predicate that will be logically-ORed with this
     *              predicate
     * @return a composed predicate that represents the short-circuiting logical
     * OR of this predicate and the {@code other} predicate
     * @throws NullPointerException if other is null
     */
    default Predicate<T> or(Predicate<? super T> other) {
        Objects.requireNonNull(other);
        return (t) -> test(t) || other.test(t);
    }

    /**
     * Returns a predicate that tests if two arguments are equal according
     * to {@link Objects#equals(Object, Object)}.
     *
     * @param <T> the type of arguments to the predicate
     * @param targetRef the object reference with which to compare for equality,
     *               which may be {@code null}
     * @return a predicate that tests if two arguments are equal according
     * to {@link Objects#equals(Object, Object)}
     */
    static <T> Predicate<T> isEqual(Object targetRef) {
        return (null == targetRef)
                ? Objects::isNull
                : object -> targetRef.equals(object);
    }
}

predicate.java

　　1.2 test()

　　　　test方法时Predicate接口中唯一一个未实现的接口，test的存在说明Predicate是一个函数式接口；该方法接收任意类型的数据，返回值是一个布尔类型，如果输入参数满足test方法体中的逻辑就返回true，否则返回false

    /**
     * Evaluates this predicate on the given argument.
     *
     * @param t the input argument
     * @return {@code true} if the input argument matches the predicate,
     * otherwise {@code false}
     */
    boolean test(T t);

　　　　技巧01：利用lambda表达式来实现Predicate接口中的test方法【PS: 也可以利用匿名内部类或者实现类来实现】

　　　　1.2.1 需求

　　　　　　判断一个Integer类型的数据是否大于10

　　　　1.2.2 思路

　　　　　　》创建一个类型为Predicate的实例【利用lambda表达式实现】

　　　　　　》调用Predicate实例的test方法进行判断，test方法的参数就是待判断的数据

　　　　1.2.3 代码实现

package demo05_webflux.chapter02;

import java.util.function.Predicate;

/**
 * @author 王杨帅
 * @create 2018-07-29 14:29
 * @desc 函数式接口
 **/
public class Case05_FunctionDemo {

    public static void main(String[] args) {

        whetherThan10(11);

    }

    public static void whetherThan10(Integer num) {
        Predicate<Integer> predicate = i -> i > 10;
        System.out.println(num + "和10比较的结果为：" + predicate.test(num));
    }

}

　　1.3 and()

　　　　and方法是Predicate中的一个默认方法，该方法接收一个Predicate类型的实例返回一个Predicate类型的实例；

　　　　相当于将两个Predicate类型的实例结合起来，只有待判断的数据满足这两个Predicate类型实例的test方法时才返回true，否则返回false

    /**
     * Returns a composed predicate that represents a short-circuiting logical
     * AND of this predicate and another.  When evaluating the composed
     * predicate, if this predicate is {@code false}, then the {@code other}
     * predicate is not evaluated.
     *
     * <p>Any exceptions thrown during evaluation of either predicate are relayed
     * to the caller; if evaluation of this predicate throws an exception, the
     * {@code other} predicate will not be evaluated.
     *
     * @param other a predicate that will be logically-ANDed with this
     *              predicate
     * @return a composed predicate that represents the short-circuiting logical
     * AND of this predicate and the {@code other} predicate
     * @throws NullPointerException if other is null
     */
    default Predicate<T> and(Predicate<? super T> other) {
        Objects.requireNonNull(other);
        return (t) -> test(t) && other.test(t);
    }

　　　　1.3.1 需求

　　　　　　判断一个Integer类型的数据介于5到10之间

　　　　1.3.2 思路

　　　　　　》实例化两个Prdicate类型的实例【利用lambda表达式实现】

　　　　　　　　》》predicate01这个实例负责判断数据大于5

Predicate<Integer> predicate01 = i -> i > 5;

　　　　　　　　》》predicate02这个数据负责判断数据小于10

Predicate<Integer> predicate02 = i -> i < 10;

　　　　　　》利用Predicatae类型的and方法将两个Predicate类型的实例进行整合

Predicate<Integer> predicate03 = predicate01.and(predicate02);

　　　　　　》利用组合后的Prdicate类型的实例调用test方法去判断数据是否满足条件

System.out.println(predicate03.test(6));

　　　　1.3.3 代码实现

package demo05_webflux.chapter02;

import java.util.function.Predicate;

/**
 * @author 王杨帅
 * @create 2018-07-29 14:29
 * @desc 函数式接口
 **/
public class Case05_FunctionDemo {

    public static void main(String[] args) {

        Predicate<Integer> predicate01 = i -> i > 5;
        Predicate<Integer> predicate02 = i -> i < 10;

        Predicate<Integer> predicate03 = predicate01.and(predicate02);

        System.out.println(predicate03.test(6));

    }

}

　　1.4 or()

　　　　or方法是Predicate中的一个默认方法，该方法接收一个Predicate类型的实例返回一个Predicate类型的实例；

　　　　相当于将两个Predicate类型的实例结合起来，只有待判断的数据满足这两个Predicate类型实例的test方法中的任何一个时都可以返回true，都不满足时才返回false

　　　　1.4.1 需求

　　　　　　判断一个Integer类型的数据是否小于等于5，或者大于等于10

　　　　1.4.2 思路

　　　　　　》实例化两个Prdicate类型的实例【利用lambda表达式实现】

　　　　　　　　》》predicate01这个实例负责判断数据小于等于5

Predicate<Integer> predicate01 = i -> i <= 5;

　　　　　　　　》》predicate02这个数据负责判断数据大于等于10

Predicate<Integer> predicate02 = i -> i >= 10;

　　　　　　》利用Predicatae类型的and方法将两个Predicate类型的实例进行整合

Predicate<Integer> predicate03 = predicate01.or(predicate02);

　　　　　　》利用组合后的Prdicate类型的实例调用test方法去判断数据是否满足条件

System.out.println(predicate03.test(3));

　　　　1.4.3 代码实现

package demo05_webflux.chapter02;

import java.util.function.Predicate;

/**
 * @author 王杨帅
 * @create 2018-07-29 14:29
 * @desc 函数式接口
 **/
public class Case05_FunctionDemo {

    public static void main(String[] args) {

        Predicate<Integer> predicate01 = i -> i <= 5;
        Predicate<Integer> predicate02 = i -> i >= 10;

        Predicate<Integer> predicate03 = predicate01.or(predicate02);

        System.out.println(predicate03.test(3));

    }

}

　　1.5 negate()

　　　　negate方法也是Predicate方法中的一个默认方法，该方法不接受参数，返回一个Predicate类型的实例；

　　　　negate方法的主要作用是对原Predicate方法的test逻辑进行取反操作

    /**
     * Returns a predicate that represents the logical negation of this
     * predicate.
     *
     * @return a predicate that represents the logical negation of this
     * predicate
     */
    default Predicate<T> negate() {
        return (t) -> !test(t);
    }

　　　　1.5.1 需求

　　　　　　判断一个Integer类型的数据是否小于等于5，不能用  < 和 = 这两个操作符

　　　　1.5.2 实录

　　　　　　》创建一个predicate类型的实例predicate01用来判断Integer类型的数据大于5

Predicate<Integer> predicate01 = i -> i > 5;

　　　　　　》利用predicate01实例创建一个Predicate类型的实例predicate02用来判断Integer类型的数据小于等于5

Predicate<Integer> predicate02 = predicate01.negate();

　　　　　　》调用predicate02的test方法来判断一个Intehger类型的实例是否小于等于5，如果满足条件就返回true，否则返回false

System.out.println(predicate02.test(6));

　　　　1.5.3 代码实现

package demo05_webflux.chapter02;

import java.util.function.Predicate;

/**
 * @author 王杨帅
 * @create 2018-07-29 14:29
 * @desc 函数式接口
 **/
public class Case05_FunctionDemo {

    public static void main(String[] args) {

        Predicate<Integer> predicate01 = i -> i > 5;

        Predicate<Integer> predicate02 = predicate01.negate();

        System.out.println(predicate02.test(6));

    }

}

　　1.6 isEqual

　　　　isEqual方法是Predicate接口的一个静态方法，该方法接收一个引用类型的变量，返回一个Predicate类型的实例；

　　　　调用isEaual方法返回的Predicate类型实例的test方法时，会将test方法的参数和isEqual方法参数进行equals比较

    /**
     * Returns a predicate that tests if two arguments are equal according
     * to {@link Objects#equals(Object, Object)}.
     *
     * @param <T> the type of arguments to the predicate
     * @param targetRef the object reference with which to compare for equality,
     *               which may be {@code null}
     * @return a predicate that tests if two arguments are equal according
     * to {@link Objects#equals(Object, Object)}
     */
    static <T> Predicate<T> isEqual(Object targetRef) {
        return (null == targetRef)
                ? Objects::isNull
                : object -> targetRef.equals(object);
    }

　　　　1.6.1 需求

　　　　　　判断一个String类型的数据是否等于“xyj_fury”

　　　　1.6.2 思路

　　　　　　》利用Predicate接口的默认方法isEqual来创建一个Predicate类型的实例predicate

Predicate<String> predicate = Predicate.isEqual("xyj_fury");

　　　　　　》调用predicate实例的test方法来判断一个String类型的数据是否和 “xyj_fury”相等

System.out.println(predicate.test("xyj_fury"));

　　　　1.6.3 代码实现

package demo05_webflux.chapter02;

import java.util.function.Predicate;

/**
 * @author 王杨帅
 * @create 2018-07-29 14:29
 * @desc 函数式接口
 **/
public class Case05_FunctionDemo {

    public static void main(String[] args) {

        Predicate<String> predicate = Predicate.isEqual("xyj_fury");

        System.out.println(predicate.test("xyj_fury"));

    }

}

2 Consumer

　　该接口是一个消费者接口，只有输入没有输出；输入是一个泛型类型。

/*
 * Copyright (c) 2010, 2013, Oracle and/or its affiliates. All rights reserved.
 * ORACLE PROPRIETARY/CONFIDENTIAL. Use is subject to license terms.
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 *
 */
package java.util.function;

import java.util.Objects;

/**
 * Represents an operation that accepts a single input argument and returns no
 * result. Unlike most other functional interfaces, {@code Consumer} is expected
 * to operate via side-effects.
 *
 * <p>This is a <a href="package-summary.html">functional interface</a>
 * whose functional method is {@link #accept(Object)}.
 *
 * @param <T> the type of the input to the operation
 *
 * @since 1.8
 */
@FunctionalInterface
public interface Consumer<T> {

    /**
     * Performs this operation on the given argument.
     *
     * @param t the input argument
     */
    void accept(T t);

    /**
     * Returns a composed {@code Consumer} that performs, in sequence, this
     * operation followed by the {@code after} operation. If performing either
     * operation throws an exception, it is relayed to the caller of the
     * composed operation.  If performing this operation throws an exception,
     * the {@code after} operation will not be performed.
     *
     * @param after the operation to perform after this operation
     * @return a composed {@code Consumer} that performs in sequence this
     * operation followed by the {@code after} operation
     * @throws NullPointerException if {@code after} is null
     */
    default Consumer<T> andThen(Consumer<? super T> after) {
        Objects.requireNonNull(after);
        return (T t) -> { accept(t); after.accept(t); };
    }
}

Consumer.java

　　2.1 accept

　　　　accept是Consumer中那个为实现的方法，Consumer类型的实例只要调用accept方法就相当于消费了数据；该方法接受一个泛型类型，没有返回值。

    /**
     * Performs this operation on the given argument.
     *
     * @param t the input argument
     */
    void accept(T t);

　　　　2.1.1 需求

　　　　　　打印获取到的String类型数据到控制台，用标准输出函数打印和日志打印两种方式实现

　　　　2.1.2 思路

　　　　　　》创建一个Consummer类型的实例 consumer

      Consumer<String> consumer = i -> {
          System.out.println(i);
          log.info(i);
      };

　　　　　　》调用consumer实例的accept方法

consumer.accept("你好");

　　　　2.1.3 代码实现

package demo05_webflux.chapter02;

import java.util.function.Consumer;
import java.util.logging.Logger;

/**
 * @author 王杨帅
 * @create 2018-07-29 14:29
 * @desc 函数式接口
 **/
public class Case05_FunctionDemo {

    static Logger log = Logger.getLogger(Case05_FunctionDemo.class.getName());

    public static void main(String[] args) {

      Consumer<String> consumer = i -> {
          System.out.println(i);
          log.info(i);
      };

      consumer.accept("你好");

    }

}

　　2.2 andThen

　　　　该方法时Consumer接口中的一个默认方法；该方法接收一个Consummer类型的实例，也返回一个Consummer的实例；该方法的作用是对同一个数据再次进行消费。

    /**
     * Returns a composed {@code Consumer} that performs, in sequence, this
     * operation followed by the {@code after} operation. If performing either
     * operation throws an exception, it is relayed to the caller of the
     * composed operation.  If performing this operation throws an exception,
     * the {@code after} operation will not be performed.
     *
     * @param after the operation to perform after this operation
     * @return a composed {@code Consumer} that performs in sequence this
     * operation followed by the {@code after} operation
     * @throws NullPointerException if {@code after} is null
     */
    default Consumer<T> andThen(Consumer<? super T> after) {
        Objects.requireNonNull(after);
        return (T t) -> { accept(t); after.accept(t); };
    }

　　　　2.2.1 需求

　　　　　　将接收到的String类型的数据拼接“fury”后以标准输出的方式打印到控制台，并且将接收到的数据拼接“warrior”后用日志的形式打印到控制台。

　　　　2.2.2 思路

　　　　　　》创建一个类型为Consumer的实例consumer01用来接收数据，并将接收到的数据拼接上“fury”后再打印

Consumer<String> consumer01 = i -> System.out.println(i + "fury");

　　　　　　》创建一个类型为Consumer的实例consumer02用来接收数据，并将接收到的数据拼接上“warrior”后再打印

Consumer<String> consumer02 = i -> System.out.println(i + "warrior");

　　　　　　》调用consumer01的andThen方法来接收consumer02并返回第三个Consumer类型的数据consumer03

Consumer<String> consumer03 = consumer01.andThen(consumer02);

　　　　　　》调用consumer03实例的accept方法来消费数据

consumer03.accept("你好");

　　　　2.2.3 代码实现

package demo05_webflux.chapter02;

import java.util.function.Consumer;
import java.util.logging.Logger;

/**
 * @author 王杨帅
 * @create 2018-07-29 14:29
 * @desc 函数式接口
 **/
public class Case05_FunctionDemo {

    static Logger log = Logger.getLogger(Case05_FunctionDemo.class.getName());

    public static void main(String[] args) {

      Consumer<String> consumer01 = i -> System.out.println(i + "fury");

      Consumer<String> consumer02 = i -> System.out.println(i + "warrior");

      Consumer<String> consumer03 = consumer01.andThen(consumer02);

      consumer03.accept("你好");

    }

}