Stream - Collectors.groupingBy实现分组后，且每个分组也进行排序

不念不忘少年蓝@ 2024-03-22 08:32 71阅读 0赞

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#### Stream - 实现分组后，且每个分组也进行排序 ####

*  前言
 *  一、groupingBy高级用法
 *  二、先分组，再排序
 *  总结

--------------------

## 前言 ##

之前记录过：stream的三个常用方式（toMap,groupingBy,findFirst）。  
这里继续记录下groupingBy的几个高级用法。

个人认为，最有分歧的是：`实现分组，且每个分组也进行排序`

这里要`特别说明`下：  
从方法上看，分组之后，是不能对每个分组进行比较的（也就无法排序）  
Collectors.groupingBy(Function<? super T, ? extends K> classifier,  
Collector<? super T, A, D> downstream)  
这里有两个思路：  
`1:提前排序，再进行分组`  
`2:分组后，对Map进行处理，对其每个value排序`

这主要列举了常用的：summingInt、counting、mapping、分组生序排序，分组降序排序

--------------------

## 一、groupingBy高级用法 ##

import com.alibaba.fastjson.JSONObject;
    
    import java.util.ArrayList;
    import java.util.Arrays;
    import java.util.Comparator;
    import java.util.List;
    import java.util.Map;
    import java.util.stream.Collectors;
    
    public class Test {
        
    
        public static void main(String[] args) {
        
    
            Student student1 = new Student(1, 1);
            Student student2 = new Student(1, 1);
            Student student3 = new Student(2, 2);
            Student student4 = new Student(2, 3);
            Student student5 = new Student(3, 3);
            Student student6 = new Student(3, 4);
            Student student7 = new Student(4, 1);
            Student student8 = new Student(4, 1);
            Student student9 = new Student(4, 2);
            Student student10 = new Student(4, 1);
    
            List<Student> list = Arrays.asList(student1, student2, student3, student4, student5, student6, student7, student8, student9, student10);
            System.out.println("--------- 根据字段分组，求每个分组的sum ----------");
            Map<Integer, Integer> collect = list.stream().collect(Collectors.groupingBy(Student::getId, Collectors.summingInt(Student::getScore)));
            System.out.println(collect.toString());
    
            System.out.println("--------- 根据字段分组，求每个分组的count ----------");
            Map<Integer, Long> countMap = list.stream().collect(Collectors.groupingBy(Student::getId, Collectors.counting()));
            System.out.println(countMap.toString());
    
            System.out.println("--------- 根据字段分组，每个分组为：对象的指定字段 ----------");
            Map<Integer, List<Integer>> groupMap = list.stream().collect(Collectors.groupingBy(Student::getId, Collectors.mapping(Student::getScore, Collectors.toCollection(ArrayList::new))));
            System.out.println(groupMap.toString());
    
            System.out.println("--------- 根据字段分组,默认分组 ----------");
            Map<Integer, List<Student>> defaultGroupMap = list.stream().collect(Collectors.groupingBy(Student::getId));
            System.out.println(JSONObject.toJSONString(defaultGroupMap));
    
            System.out.println("--------- 根据字段分组，每个分组按照指定字段进行生序排序 ----------");
            Map<Integer, List<Student>> sortGroupMap = list.stream().sorted(Comparator.comparing(Student::getScore))
                    .collect(Collectors.groupingBy(Student::getId));
            System.out.println(JSONObject.toJSONString(sortGroupMap));
    
            System.out.println("--------- 先排序，再分组 ----------");
            Map<Integer, List<Student>> reversedSortGroupMap = list.stream().sorted(Comparator.comparing(Student::getScore).reversed())
                    .collect(Collectors.groupingBy(Student::getId));
            System.out.println(JSONObject.toJSONString(reversedSortGroupMap));
    
    
        }
    }
    
    class Student {
        
    
        private Integer id;
    
        private Integer score;
    
        public Integer getId() {
        
            return id;
        }
    
        public void setId(Integer id) {
        
            this.id = id;
        }
    
        public Integer getScore() {
        
            return score;
        }
    
        public void setScore(Integer score) {
        
            this.score = score;
        }
    
        public Student(Integer id, Integer score) {
        
            this.id = id;
            this.score = score;
        }
    }

**执行结果**

--------- 根据字段分组，求每个分组的sum ----------
    {
        1=2, 2=5, 3=7, 4=5}
    --------- 根据字段分组，求每个分组的count ----------
    {
        1=2, 2=2, 3=2, 4=4}
    --------- 根据字段分组，每个分组为：对象的指定字段 ----------
    {
        1=[1, 1], 2=[2, 3], 3=[3, 4], 4=[1, 1, 2, 1]}
    --------- 根据字段分组,默认分组 ----------
    {
        1:[{
        "id":1,"score":1},{
        "id":1,"score":1}],2:[{
        "id":2,"score":2},{
        "id":2,"score":3}],3:[{
        "id":3,"score":3},{
        "id":3,"score":4}],4:[{
        "id":4,"score":1},{
        "id":4,"score":1},{
        "id":4,"score":2},{
        "id":4,"score":1}]}
    --------- 根据字段分组，每个分组按照指定字段进行生序排序 ----------
    {
        1:[{
        "id":1,"score":1},{
        "id":1,"score":1}],2:[{
        "id":2,"score":2},{
        "id":2,"score":3}],3:[{
        "id":3,"score":3},{
        "id":3,"score":4}],4:[{
        "id":4,"score":1},{
        "id":4,"score":1},{
        "id":4,"score":1},{
        "id":4,"score":2}]}
    ---------  先排序，再分组  ----------
    {
        1:[{
        "id":1,"score":1},{
        "id":1,"score":1}],2:[{
        "id":2,"score":3},{
        "id":2,"score":2}],3:[{
        "id":3,"score":4},{
        "id":3,"score":3}],4:[{
        "id":4,"score":2},{
        "id":4,"score":1},{
        "id":4,"score":1},{
        "id":4,"score":1}]}

## 二、先分组，再排序 ##

先将数据进行groupingBy，得到Map<Long, List>。  
在通过forEach对每个List进行排序

Map<Long, List<StreamMapEntity>> map = getMap();
            System.out.println("------ flatMap 处理Map<Long,List<StreamMapEntity>> ------");
            System.out.println();
            System.out.println("初始数据：" + JSONObject.toJSONString(map));
            System.out.println();
    
            map.keySet().forEach(key -> map.computeIfPresent(key, (k, v) -> v.stream().sorted(Comparator.comparing(StreamMapEntity::getId).reversed()).collect(Collectors.toList())));
            System.out.println("处理map：对map内的每个list进行排序：");
            System.out.println(JSONObject.toJSONString(map));

执行结果：

------ flatMap 处理Map<Long,List<StreamMapEntity>> ------
    
    初始数据：{
        1111:[{
        "id":1,"name":"aa"},{
        "id":2,"name":"bb"},{
        "id":3,"name":"cc"},{
        "id":4,"name":"dd"}],2222:[{
        "id":5,"name":"ee"},{
        "id":6,"name":"ff"},{
        "id":7,"name":"gg"},{
        "id":8,"name":"hh"}]}
    
    
    处理map：对map内的每个list进行排序：
    {
        1111:[{
        "id":4,"name":"dd"},{
        "id":3,"name":"cc"},{
        "id":2,"name":"bb"},{
        "id":1,"name":"aa"}],2222:[{
        "id":8,"name":"hh"},{
        "id":7,"name":"gg"},{
        "id":6,"name":"ff"},{
        "id":5,"name":"ee"}]}

## 总结 ##

关于分组排序的两种方式：先排序再分组；先分组再排序。

效率上肯定是先排序再分组快。