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# Java 8 - `Stream Collectors`类 > 原文: [https://beginnersbook.com/2017/10/java-8-stream-collectors-class-with-examples/](https://beginnersbook.com/2017/10/java-8-stream-collectors-class-with-examples/) 收集器是[最终类](https://beginnersbook.com/2014/07/final-keyword-java-final-variable-method-class/),它扩展了`Object`类。在本教程中,我们将看到使用 [lambda 表达式](https://beginnersbook.com/2017/10/java-lambda-expressions-tutorial-with-examples/),[Java 流](https://beginnersbook.com/2017/10/java-8-stream-tutorial/) 和 Java 8 的其他新功能的 Java 流收集器类的示例。 ```java java.lang.Object | |___java.util.stream.Collectors ``` ## Java - `Stream Collectors groupingBy`和计数示例 在此示例中,我们使用`Collectors`类的`groupingBy()`方法对列表的元素进行分组,并打印列表中每个元素的出现次数。 ```java import java.util.Arrays; import java.util.List; import java.util.Map; import java.util.function.Function; import java.util.stream.Collectors; public class Example { public static void main(String[] args) { List<String> names = Arrays.asList("Jon", "Ajeet", "Steve", "Ajeet", "Jon", "Ajeet"); Map<String, Long> map = names.stream().collect( Collectors.groupingBy( Function.identity(), Collectors.counting() ) ); System.out.println(map); } } ``` 输出: ```java {Steve=1, Jon=2, Ajeet=3} ``` ## Java - `Stream Collector`将数据提取为`List`的示例 ```java import java.util.stream.Collectors;   import java.util.List;   import java.util.ArrayList;   class Student{   int id;      String name;      int age;            public Student(int id, String name, int age) {           this.id = id;          this.name = name;          this.age = age;      }  }   public class Example {      public static void main(String[] args) {          List<Student> studentlist = new ArrayList<Student>();         //Adding Students         studentlist.add(new Student(11,"Jon",22));          studentlist.add(new Student(22,"Steve",18));          studentlist.add(new Student(33,"Lucy",22));          studentlist.add(new Student(44,"Sansa",23));          studentlist.add(new Student(55,"Maggie",18));                  //Fetching student names as List        List<String> names = studentlist.stream() .map(n->n.name) .collect(Collectors.toList()); System.out.println(names);            }   } ``` 输出: ```java [Jon, Steve, Lucy, Sansa, Maggie] ``` ## Java 收集器示例 - 将数据收集为集合 在这个例子中,我们将学生列表转换为[流](https://beginnersbook.com/2017/10/java-8-stream-tutorial/),然后我们应用[ Java `Stream`过滤器](https://beginnersbook.com/2017/10/java-8-stream-filter/)从流中获取所选记录,之后我们将使用`Collectors.toSet()`方法,将该流转换为集合。 ```java import java.util.stream.Collectors;   import java.util.List;   import java.util.Set;  import java.util.ArrayList;   class Student{      int id;      String name;   int age;            public Student(int id, String name, int age) {          this.id = id;          this.name = name;          this.age = age;      }  }   public class Example {      public static void main(String[] args) {          List<Student> studentlist = new ArrayList<Student>();          //Adding Students         studentlist.add(new Student(11,"Jon",22));          studentlist.add(new Student(22,"Steve",18));          studentlist.add(new Student(33,"Lucy",22));          studentlist.add(new Student(44,"Sansa",23));          studentlist.add(new Student(55,"Maggie",18));                  //Fetching student data as a Set        Set<Student> students = studentlist.stream() .filter(n-> n.id>22) .collect(Collectors.toSet()); //Iterating Set        for(Student stu : students) { System.out.println(stu.id+" "+stu.name+" "+stu.age); }            }  } ``` 输出: ```java 44 Sansa 23 33 Lucy 22 55 Maggie 18 ``` ## Java 收集器示例 - 使用`averageInt()`方法获取学生的平均年龄 ```java import java.util.stream.Collectors;   import java.util.List;   import java.util.ArrayList;  class Student{   int id;   String name;   int age; public Student(int id, String name, int age) {   this.id = id;   this.name = name;    this.age = age;   }  }   public class Example {   public static void main(String[] args) {   List<Student> studentlist = new ArrayList<Student>();   //Adding Students  studentlist.add(new Student(11,"Jon",22));   studentlist.add(new Student(22,"Steve",18));   studentlist.add(new Student(33,"Lucy",22));   studentlist.add(new Student(44,"Sansa",23));   studentlist.add(new Student(55,"Maggie",18)); //Getting the average Age Double avgAge = studentlist.stream()   .collect(Collectors.averagingInt(s->s.age));   System.out.println("Average Age of Students is: "+avgAge); }   } ``` 输出: ```java Average Age of Students is: 20.6 ``` 我已经展示了 Java `Collectors`类的极少数方法的例子。要获得完整的方法列表,请参阅 javadoc:[Java 8 `Stream Collectors` - JavaDoc](https://docs.oracle.com/javase/8/docs/api/java/util/stream/Collectors.html)