public static void main(String[] args) {
        List<String> items = Arrays.asList("apple", "apple", "banana", "apple", "orange", "banana", "papaya");
//        Map<String,Long> map = items.stream().collect(Collectors.groupingBy(Function.identity(),Collectors.counting()));
        Map<String,Long> map = items.stream().collect(Collectors.groupingBy(t->t,Collectors.counting()));
        System.out.println(JSON.toJSONString(map));

 输出结果:{"papaya":1,"orange":1,"banana":2,"apple":3}

在实际需求中,我们可能需要对一组对象进行分组,而且分组的条件有多个。比如对国家和产品类型进行双重分组,一种比较复杂的方法是先对产品类型进行分组,然后对每一个产品类型中的国际名进行分组求和。

转换前的对象:

@Data
public class GameMusicVO implements Serializable {
    * 游戏Id
    private Integer gameId;
    * 音乐Id
    private Integer musicId;
     * 音乐code
    private String musicCode;
    * 音乐配置名称
    private String codeName;
     * 音乐名称
    private String musicName;
     * 音乐大小
    private Float size;
     * 音乐长度
    private Long timeLength;
     * 存储的路径
    private String path;
    * 是否选中
    private String value;

转换后的格式:

@Data
public class GameNewMusicVO implements Serializable {
     * 音乐code
    private String code;
     * 音乐配置名称
    private String codeName;
     * 音乐列表
    private List<GameMusicVO> children;

转换代码:

 List<GameMusicVO> musicList = new ArrayList<>();
          //自己添加list
            Map<String, List<GameMusicVO>> menuGroupMap = musicList.stream().collect(Collectors.groupingBy(GameMusicVO::getMusicCode));
            List<GameNewMusicVO> musicNewVOList = menuGroupMap.keySet().stream().map(key -> {
                GameNewMusicVO temp = new GameNewMusicVO();
                temp.setCode(key);
//这里虽然code与codeName是一对一,但还需要再查询一次。 //temp.setCodeName(GameStringUtils.matchCodeName(key,musicCodeVOList)); temp.setChildren(menuGroupMap.get(key));
return temp; }).collect(Collectors.toList());

优化代码:

Map<String, List<GameMusicVO>> menuGroupMap = musicList.stream().collect(Collectors.groupingBy(v -> v.getMusicCode() + "_" + v.getMusicName()));
            List<GameNewMusicVO> musicNewVOList = menuGroupMap.keySet().stream().map(key -> {
                String[] keyArr = key.split("_");
                String code = keyArr[0];
                String codeName = keyArr[1];
                GameNewMusicVO temp = new GameNewMusicVO();
                temp.setCode(code);
                temp.setCodeName(codeName);
                temp.setChildren(menuGroupMap.get(key));
                return temp;
            }).collect(Collectors.toList());