Java8-Lambda表达式使用与Stream API

0x00. 前置数据

private List<People> peoples = null;

@BeforeEach void before () {
    peoples = new ArrayList<>();
    peoples.add(new People("K.O1", 21, new Date()));
    peoples.add(new People("K.O2", 22, new Date()));
    peoples.add(new People("K.O3", 23, new Date()));
    peoples.add(new People("K.O4", 24, new Date()));
    peoples.add(new People("K.O5", 25, new Date()));
    peoples.add(new People("K.O6", 26, new Date()));
}

0x01. 提取对象中的一列

/**
    * 提取1列
    */
    @Test void whenExtractColumnSuccess () {
        //第一种写法
        List<Integer> ages1 = peoples.stream().map(people -> people.getAge()).collect(Collectors.toList());
        System.out.println("###println: args1----");
        ages1.forEach(System.out::println);

        //简单一点的写法
        List<Integer> ages2 = peoples.stream().map(People::getAge).collect(Collectors.toList());
        System.out.println("###println: args2----");
        ages1.forEach(System.out::println);
    }

###println: args1----
    21
    22
    23
    24
    25
    26
    ###println: args2----
    21
    22
    23
    24
    25
    26

0x02. 通过字段中条件过滤集合列表

/**
     * 只要年纪大于25岁的人
     */
    @Test void whenFilterAgeGT25Success () {
        List<People> peoples1 = peoples.stream().filter(x -> x.getAge() > 25).collect(Collectors.toList());
        peoples1.forEach(x -> System.out.println(x.toString()));
    }

People{name='K.O6', age=26, birthday=Wed May 15 22:20:22 CST 2019}

0x03. 列表中对象数值型列数据求和

/**
     * 求和全部年纪
     */
    @Test void sumAllPeopleAgeSuccess () {
        Integer sum1 = peoples.stream().collect(Collectors.summingInt(People::getAge));
        System.out.println("###sum1: " + sum1);
        Integer sum2 = peoples.stream().mapToInt(People::getAge).sum();
        System.out.println("###sum2: " + sum2);
    }

###sum1: 141
    ###sum2: 141

0x04. 取出集合符合条件的第一个元素

/**
     * 取出年纪为25岁的人
     */
    @Test void extractAgeEQ25Success () {
        Optional<People> optionalPeople =  peoples.stream().filter(x -> x.getAge() == 25).findFirst();
        if (optionalPeople.isPresent()) System.out.println("###name1: " + optionalPeople.get().getName());

        //简写
        peoples.stream().filter(x -> x.getAge() == 25).findFirst().ifPresent(x -> System.out.println("###name2: " + x.getName()));
    }

###name1: K.O5
    ###name2: K.O5

0x05. 对集合中对象字符列按规则拼接

/**
     * 逗号拼接全部名字
     */
    @Test void printAllNameSuccess () {
        String names = peoples.stream().map(People::getName).collect(Collectors.joining(","));
        System.out.println(names);
    }

K.O1,K.O2,K.O3,K.O4,K.O5,K.O6

0x06. 将集合元素提取，转为Map

/**
     * 将集合转成(name, age) 的map
     */
    @Test void list2MapSuccess () {
        Map<String, Integer> map1 = peoples.stream().collect(Collectors.toMap(People::getName, People::getAge));
        map1.forEach((k, v) -> System.out.println(k + ":" + v));

        System.out.println("--------");

        //(name object)
        Map<String, People> map2 = peoples.stream().collect(Collectors.toMap(People::getName, People::getThis));
        map2.forEach((k, v) -> System.out.println(k + ":" + v.toString()));
    }

    //People中自己实现的方法
    public People getThis () {
        return this;
    }

K.O2:22
    K.O3:23
    K.O1:21
    K.O6:26
    K.O4:24
    K.O5:25
    --------
    K.O2:People{name='K.O2', age=22, birthday=Wed May 15 22:42:39 CST 2019}
    K.O3:People{name='K.O3', age=23, birthday=Wed May 15 22:42:39 CST 2019}
    K.O1:People{name='K.O1', age=21, birthday=Wed May 15 22:42:39 CST 2019}
    K.O6:People{name='K.O6', age=26, birthday=Wed May 15 22:42:39 CST 2019}
    K.O4:People{name='K.O4', age=24, birthday=Wed May 15 22:42:39 CST 2019}
    K.O5:People{name='K.O5', age=25, birthday=Wed May 15 22:42:39 CST 2019}

0x07. 按集合某一属性进行分组

/**
     * 按名字分组
     */
    @Test void listGroupByNameSuccess() {
        //添加一个元素方便看效果
        peoples.add(new People("K.O1", 29, new Date()));
        Map<String, List<People>> map = peoples.stream().collect(Collectors.groupingBy(People::getName));

        map.forEach((k, v) -> System.out.println(k + ":" + v.size()));
    }

K.O2:1
    K.O3:1
    K.O1:2
    K.O6:1
    K.O4:1
    K.O5:1

0x08. 求集合对象数值列平均数

/**
     * 求人平均年龄
     */
    @Test void averagingAgeSuccess () {
        Double avgAge = peoples.stream().collect(Collectors.averagingInt(People::getAge));
        System.out.println(avgAge);
    }

23.5

0x09. 对集合按某一列排序

/**
     * 按年龄排序
     */
    @Test void sortByAgeSuccess () {
        System.out.println("###排序前---");
        peoples.forEach(x -> System.out.println(x.getAge()));

        peoples.sort((x, y) -> {
            if (x.getAge() > y.getAge()) {
                return 1;
            } else if (x.getAge() == y.getAge()) {
                return 0;
            }
            return -1;
        });

        System.out.println("###排序后---");
        peoples.forEach(x -> System.out.println(x.getAge()));
    }

###排序前---
    21
    23
    24
    25
    22
    26
    ###排序后---
    21
    22
    23
    24
    25
    26

未完待续

<源码地址： https://github.com/cos2a/learning-repo/tree/master/core-java8 >