Stream 中的 filter 和 map 有什么区别？
在 Java Stream API 中，filter() 和 map() 是两个常用的中间操作，它们的作用不同，分别用于处理流中的元素。以下是它们的主要区别：
1. filter() 操作
作用：filter() 用于从流中筛选出符合特定条件的元素。它返回一个新的流，包含满足给定条件的元素。filter() 不改变流中的元素，只是对其进行筛选。
输入和输出：它接受一个 Predicate<T>（即一个返回布尔值的函数）作为参数，返回一个包含符合条件元素的新流。
示例：
假设我们有一个包含数字的流，我们希望筛选出所有的偶数：
import java.util.*;
import java.util.stream.*;
public class FilterExample {
public static void main(String[] args) {
List<Integer> numbers = Arrays.asList(1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
List<Integer> evenNumbers = numbers.stream()
.filter(n -> n % 2 == 0) // 筛选偶数
.collect(Collectors.toList());
System.out.println(evenNumbers); // [2, 4, 6, 8, 10]
}
}
在这个例子中，filter() 用于选择所有偶数元素。
2. map() 操作
作用：map() 用于将流中的每个元素应用一个函数，从而转化为另一个元素。它返回一个新的流，其中的元素是通过将原始流中的元素通过转换函数处理后的结果。
输入和输出：它接受一个 Function<T, R>（即将每个元素从类型 T 转换为类型 R 的函数）作为参数，返回一个包含转换后的元素的新流。
示例：
假设我们有一个包含数字的流，我们希望将每个数字平方：
import java.util.*;
import java.util.stream.*;
public class MapExample {
public static void main(String[] args) {
List<Integer> numbers = Arrays.asList(1, 2, 3, 4, 5);
List<Integer> squaredNumbers = numbers.stream()
.map(n -> n * n) // 将每个数字平方
.collect(Collectors.toList());
System.out.println(squaredNumbers); // [1, 4, 9, 16, 25]
}
}
在这个例子中，map() 用于将每个元素进行平方转换。
总结区别
操作 filter() map()
作用 筛选出符合条件的元素 将每个元素应用函数进行转换
输入 接受一个 Predicate<T>，返回布尔值 接受一个 Function<T, R>，返回转换后的元素
返回类型 返回一个新的流，包含符合条件的元素 返回一个新的流，包含转换后的元素
改变元素 不改变流中的元素，只是过滤掉不符合条件的元素 改变流中的元素，将每个元素映射为另一个元素
使用场景 用于从流中选择满足某些条件的元素（例如筛选） 用于将流中的元素进行转换或修改（例如转换数据格式）
可以结合使用 filter() 和 map()
它们可以联合使用，先用 filter() 筛选出符合条件的元素，再用 map() 对这些元素进行转换。
示例：
假设我们希望筛选出年龄大于 18 的人，并将他们的年龄增加 1：
import java.util.*;
import java.util.stream.*;
class Person {
String name;
int age;
Person(String name, int age) {
this.name = name;
this.age = age;
}
public int getAge() {
return age;
}
@Override
public String toString() {
return name + " (" + age + ")";
}
}
public class FilterMapExample {
public static void main(String[] args) {
List<Person> people = Arrays.asList(
new Person("Alice", 30),
new Person("Bob", 15),
new Person("Charlie", 20),
new Person("David", 17)
);
List<Person> updatedPeople = people.stream()
.filter(p -> p.getAge() > 18) // 筛选年龄大于 18 的人
.map(p -> new Person(p.name, p.getAge() + 1)) // 将这些人的年龄加 1
.collect(Collectors.toList());
updatedPeople.forEach(System.out::println);
}
}
输出：
Alice (31)
Charlie (21)
在这个例子中，先用 filter() 筛选出年龄大于 18 的人，再用 map() 将他们的年龄增加 1。
总结：
filter() 用于筛选符合条件的元素，返回一个包含符合条件元素的新流。
map() 用于将流中的每个元素进行转换，返回一个包含转换后的元素的新流。
它们可以组合使用，以便先筛选元素再进行转换。
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