Java 8 Stream.flatMap()方法使用教程

在Java8中，Stream可以储存不同的数据类型，例如：

Stream<String[]>  
Stream<Set<String>> 
Stream<List<String>>    
Stream<List<Object>>

但是，Stream上的某些操作(filter、sum、distinct等)在这些数据类型上不能使用，所以我们需要flatMap()方法来做下面的转换：

Stream<String[]>      -> flatMap -> Stream<String>
Stream<Set<String>> -> flatMap -> Stream<String>
Stream<List<String>>    -> flatMap -> Stream<String>
Stream<List<Object>>    -> flatMap -> Stream<Object>

flatMap()的工作过程如下:

{ {1,2}, {3,4}, {5,6} } -> flatMap -> {1,2,3,4,5,6}

{ {'a','b'}, {'c','d'}, {'e','f'} } -> flatMap -> {'a','b','c','d','e','f'}

1. Stream + String[] + flatMap

1.1 下面的例子不会有任何东西输出，因为filter()不知道如何处理Stream<String[]>。

TestExample1.java

package com.mkyong.java8;

import java.util.Arrays;
import java.util.stream.Stream;

public class TestExample1 {

    public static void main(String[] args) {

        String[][] data = new String[][]{{"a", "b"}, {"c", "d"}, {"e", "f"}};

        //Stream<String[]>
        Stream<String[]> temp = Arrays.stream(data);

        //filter a stream of string[], and return a string[]?
        Stream<String[]> stream = temp.filter(x -> "a".equals(x.toString()));

        stream.forEach(System.out::println);

    }

}

输出

无输出

1.2 在上面的例子中，我应该使用flatMap()方法来转换Stream<String[]>到Stream<String>。

TestExample1.java

package com.mkyong.java8;

import java.util.Arrays;
import java.util.stream.Stream;

public class TestExample1 {

    public static void main(String[] args) {

        String[][] data = new String[][]{{"a", "b"}, {"c", "d"}, {"e", "f"}};

        //Stream<String[]>
        Stream<String[]> temp = Arrays.stream(data);

        //Stream<String>, GOOD!
        Stream<String> stringStream = temp.flatMap(x -> Arrays.stream(x));

        Stream<String> stream = stringStream.filter(x -> "a".equals(x.toString()));

        stream.forEach(System.out::println);

        /*Stream<String> stream = Arrays.stream(data)
                .flatMap(x -> Arrays.stream(x))
                .filter(x -> "a".equals(x.toString()));*/

    }

}

输出

a

2. Stream + Set + flatMap

2.1 一个Student POJO。

Student.java

package com.mkyong.java8;

import java.util.HashSet;
import java.util.Set;

public class Student {

    private String name;
    private Set<String> book;

    public void addBook(String book) {
        if (this.book == null) {
            this.book = new HashSet<>();
        }
        this.book.add(book);
    }
    //getters and setters

}

2.2 flatMap() + Set的例子。

TestExample2.java

package com.mkyong.java8;

import java.util.ArrayList;
import java.util.List;
import java.util.stream.Collectors;

public class TestExample2 {

    public static void main(String[] args) {

        Student obj1 = new Student();
        obj1.setName("mkyong");
        obj1.addBook("Java 8 in Action");
        obj1.addBook("Spring Boot in Action");
        obj1.addBook("Effective Java (2nd Edition)");

        Student obj2 = new Student();
        obj2.setName("zilap");
        obj2.addBook("Learning Python, 5th Edition");
        obj2.addBook("Effective Java (2nd Edition)");

        List<Student> list = new ArrayList<>();
        list.add(obj1);
        list.add(obj2);

        List<String> collect =
                list.stream()
                        .map(x -> x.getBook())      //Stream<Set<String>>
                        .flatMap(x -> x.stream())   //Stream<String>
                        .distinct()
                        .collect(Collectors.toList());

        collect.forEach(x -> System.out.println(x));
    }

}

输出

Spring Boot in Action
Effective Java (2nd Edition)
Java 8 in Action
Learning Python, 5th Edition

3. Stream + 原生数据类型 + flatMapToInt

3.1 对于原生数据类型，你可以使用flatMapToInt。

TestExample3.java

package com.mkyong.java8;

import java.util.Arrays;
import java.util.stream.IntStream;
import java.util.stream.Stream;

public class TestExample3 {

    public static void main(String[] args) {

        int[] intArray = {1, 2, 3, 4, 5, 6};

        //1. Stream<int[]>
        Stream<int[]> streamArray = Stream.of(intArray);

        //2. Stream<int[]> -> flatMap -> IntStream
        IntStream intStream = streamArray.flatMapToInt(x -> Arrays.stream(x));

        intStream.forEach(x -> System.out.println(x));

    }

}

输出

1
2
3
4
5
6