Java8 Stream和Lambda函数式编程Demo

///Java对象类
package cn.missbe.random.demo.study;

import com.xiaoleilu.hutool.util.RandomUtil;

public class Dish {
    public enum Level{DIET,NORMAL,FAT}
    public enum Type{MEAT,FISH,OTHER}
    private final String name = RandomUtil.randomString(7);
    private final int calories;
    private final boolean vegetarian;
    private final Type type;

    public Dish(int calories, boolean vegetarian, Type type) {
        this.calories = calories;
        this.vegetarian = vegetarian;
        this.type = type;
    }

    public boolean isVegetarian() {
        return vegetarian;
    }

    public Type getType() {
        return type;
    }

    public int getCalories() {
        return calories;
    }

    public String getName() {
        return name;
    }

    @Override
    public String toString() {
        return "Dish{" +
                "name='" + name + '\'' +
                ", calories=" + calories +
                ", vegetarian=" + vegetarian +
                ", type=" + type +
                '}';
    }
}

//JUnit测试
package cn.missbe.random.demo.study;

import com.sun.org.apache.xpath.internal.operations.Bool;
import org.junit.Before;
import org.junit.Test;

import java.util.*;
import java.util.function.Predicate;
import java.util.stream.Collectors;
import java.util.stream.IntStream;
import java.util.stream.Stream;

public class DishTest {
    List menu;

    @Before
    public void before(){
        menu = new ArrayList<>();
        menu.add(new Dish(24,true, Dish.Type.FISH ));
        menu.add(new Dish(34, true, Dish.Type.MEAT ));
        menu.add(new Dish(34, false, Dish.Type.OTHER ));
        menu.add(new Dish(22, true, Dish.Type.MEAT ));
        menu.add(new Dish(65, false, Dish.Type.FISH ));
        menu.add(new Dish(565,true, Dish.Type.OTHER  ));
        menu.add(new Dish(565, false, Dish.Type.FISH ));
        menu.add(new Dish(55, true, Dish.Type.FISH ));
        menu.add(new Dish(595, false, Dish.Type.MEAT ));
    }
    @Test
    public void oldMethod(){
        List lowCaloricDisher = new ArrayList<>();
        for(Dish d : menu){
            if(d.getCalories() < 400){
                lowCaloricDisher.add(d);
            }
        }
        System.out.println(lowCaloricDisher);
    }
    @Test
    public void optional(){
        Comparator dishCaloriesComparator = Comparator.comparing(Dish::getCalories);
        Optional mostCalorieDish = menu.stream().max(dishCaloriesComparator);
        mostCalorieDish.ifPresent(System.out::println);
    }
    @Test
    public void streamTest(){
        Predicate predicate = d->d.getCalories() < 400;
        List lowCaloricDisher = menu.stream().filter(predicate.negate())
                .sorted(Comparator.comparing(Dish::getCalories))
                .map(Dish::getCalories)
                .collect(Collectors.toList());
        System.out.println(lowCaloricDisher);
        String names = menu.parallelStream().filter(predicate)
                .map(Dish::getName)
                .collect(Collectors.joining(","));
        System.out.println("name:" + names);
    }
    @Test
    public void parallelStreamTest(){
        Predicate predicate = d->d.getCalories() < 400;
        List lowCaloricDisher = menu.parallelStream().filter(predicate.negate())
                .sorted(Comparator.comparing(Dish::getCalories))
                .map(Dish::getCalories)
                .distinct()
                .skip(1)
                .limit(2)
                .collect(Collectors.toList());
        System.out.println(lowCaloricDisher);
        long count = menu.parallelStream().filter(d->d.getCalories() < 400)
                .distinct()
                .limit(3)
                .count();
        System.out.println(count);
    }
    @Test
    public void consumer(){
        List title = Arrays.asList("java8", "in", "action");
        Stream s = title.stream();
        s.forEach(System.out::println);
        //流只能消费一次
        //stream has already been operated upon or closed
        s.forEach(System.out::println);
    }
    @Test
    public void map_reduce(){
        List vegetarianMenu = menu.stream().filter(Dish::isVegetarian)
                .collect(Collectors.toList());
        System.out.println(vegetarianMenu);
        int totalCalories = menu.stream().map(Dish::getCalories).reduce(0, (i, j) -> j + j);
        System.out.println(totalCalories);
    }

    private Dish.Level getLevel(Dish dish) {
        if(dish.getCalories() <= 400)
            return Dish.Level.DIET;
        else if(dish.getCalories() <= 500){
            return Dish.Level.NORMAL;
        }else{
            return Dish.Level.FAT;
        }
    }
    @Test
    public void group(){
        //一级分类
        Map> dishesByType = menu.stream().collect(Collectors.groupingBy(Dish::getType));
        System.out.println(dishesByType);
        Map> dishesByLevel = menu.stream().collect(Collectors.groupingBy(this::getLevel));
        System.out.println(dishesByLevel);
        ///二级分类
        Map>> dishesByTypeLevel = menu.stream().collect(Collectors.groupingBy(Dish::getType,Collectors.groupingBy(this::getLevel)));
        System.out.println(dishesByTypeLevel);
        ///按子组收集类别多少
        Map typesLong = menu.stream().collect(Collectors.groupingBy(Dish::getType, Collectors.counting()));
        System.out.println(typesLong);
    }
    @Test
    public void partitioned(){
        Map> partitionedMenu = menu.stream().collect(Collectors.partitioningBy(Dish::isVegetarian));
        System.out.println(partitionedMenu);
        Map partitionedCount = menu.stream().collect(Collectors.partitioningBy(Dish::isVegetarian, Collectors.counting()));
        System.out.println(partitionedCount);
    }
    @Test
    public void primeTest(){
        Map> primeMap = partitionPrimes(100);
        System.out.println(primeMap);
    }

    private boolean isPrime(int candidate){
        return IntStream.range(2,candidate).noneMatch(i->candidate % i==0);
    }
    public Map> partitionPrimes(int n){
        return IntStream.rangeClosed(2, n).boxed()
                .collect(Collectors.partitioningBy(this::isPrime));
    }
    @Test
    public void peek(){
        List numbers = Arrays.asList(2, 3, 4, 5);
        List result =
                numbers.stream()
                        .peek(x -> System.out.println("from stream: " + x))
                        .map(x -> x + 17)
                        .peek(x -> System.out.println("after map: " + x))
                        .filter(x -> x % 2 == 0)
                        .peek(x -> System.out.println("after filter: " + x))
                        .limit(3)
                        .peek(x -> System.out.println("after limit: " + x))
                        .collect(Collectors.toList());
        System.out.println(result);
    }

}

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