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java lambda简化集合操作（分组，排序）

有一组数据，需要根据tag便签分组，分组后的tag再根据日期进行分组；

显示样式：

数据库查询出源数据：

final static String lists = "[ {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190301/86615856382.png",
" +
            "  "expireTime" : "2020-02-01",
" +
            "  "createTime" : "2020·06·12",
" +
            "  "goodsId" : 1080005006,
" +
            "  "tag" : "美世佳福荟平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "星礼卡500元",
" +
            "  "cardNo" : "xbk500201906180002"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190301/86615856382.png",
" +
            "  "expireTime" : "2020-02-04",
" +
            "  "createTime" : "2020·06·12",
" +
            "  "goodsId" : 1080005006,
" +
            "  "tag" : "美世佳福荟平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "星礼卡500元",
" +
            "  "cardNo" : "xbk500201906180001"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2020·06·11",
" +
            "  "goodsId" : 1080005009,
" +
            "  "tag" : "美世佳福荟平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡500元",
" +
            "  "cardNo" : "xc500201906180004"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2020·06·11",
" +
            "  "goodsId" : 1080005009,
" +
            "  "tag" : "美世佳福荟平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡500元",
" +
            "  "cardNo" : "xc500201906180003"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2020·06·11",
" +
            "  "goodsId" : 1080005009,
" +
            "  "tag" : "美世佳福荟平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡500元",
" +
            "  "cardNo" : "xc500201906180002"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2020·06·11",
" +
            "  "goodsId" : 1080005009,
" +
            "  "tag" : "美世佳福荟平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡500元",
" +
            "  "cardNo" : "xc500201906180001"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190409/54769178011.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·18",
" +
            "  "goodsId" : 1080002013,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "3",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "盒马鲜生电子卡200元",
" +
            "  "cardNo" : "http://www.baidu.com?hm200201906180002"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190409/54769178011.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·18",
" +
            "  "goodsId" : 1080002013,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "盒马鲜生电子卡200元",
" +
            "  "cardNo" : "hm200201906180001"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190409/07138963915.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·17",
" +
            "  "goodsId" : 1080000625,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "盒马鲜生电子卡100元",
" +
            "  "cardNo" : "hm100201906180001"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·16",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180012"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·16",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180011"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·16",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180010"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·15",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180009"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·15",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180008"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·15",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180007"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·15",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180006"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·15",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180005"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·15",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180004"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·15",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180003"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·15",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180002"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/49557215913.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·15",
" +
            "  "goodsId" : 1080005010,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "携程任我行礼品卡1000元",
" +
            "  "cardNo" : "xc1000201906180001"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190328/17160641005.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·14",
" +
            "  "goodsId" : 1080002016,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "淘票票电子卡100元",
" +
            "  "cardNo" : "tpp100201906180001"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190409/07138963915.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·13",
" +
            "  "goodsId" : 1080002014,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "盒马鲜生电子卡500元",
" +
            "  "cardNo" : "hm500201906180002"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190409/07138963915.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·13",
" +
            "  "goodsId" : 1080002014,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "盒马鲜生电子卡500元",
" +
            "  "cardNo" : "hm500201906180001"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190301/20468038749.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·12",
" +
            "  "goodsId" : 1080005002,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "京东500元电子卡",
" +
            "  "cardNo" : "jd500201906180001"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190409/93405319378.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·11",
" +
            "  "goodsId" : 1080005013,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "淘票票电子卡400元",
" +
            "  "cardNo" : "tpp400201906180002"
" +
            "}, {
" +
            "  "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190409/93405319378.png",
" +
            "  "expireTime" : "2022-01-01",
" +
            "  "createTime" : "2019·06·11",
" +
            "  "goodsId" : 1080005013,
" +
            "  "tag" : "翰威特平台",
" +
            "  "userType" : "1",
" +
            "  "pwd" : "NdmRcS08s9s",
" +
            "  "goodsName" : "淘票票电子卡400元",
" +
            "  "cardNo" : "tpp400201906180001"
" +
            "} ]";

View Code

使用jdk7的写法，很长- -

 1 public static List<Map> java7Group(List<Map> list) {
 2         long start = System.currentTimeMillis();
 3         Set<String> setTag = new HashSet<>();
 4         //日期倒序后的标签
 5         Set<Map> setTag2 = new TreeSet<Map>((o1, o2) -> String.valueOf(o2.get("time")).compareTo(String.valueOf(o1.get("time"))));
 6         //获取所有标签
 7         for (Map map : list) {
 8             String tag = String.valueOf(map.get("tag"));
 9             if (!setTag.contains(tag)) {
10                 setTag.add(tag);
11                 Map tagMap = new HashMap(16);
12                 tagMap.put("tag", tag);
13                 tagMap.put("time", map.get("createTime"));
14                 setTag2.add(tagMap);
15             }
16         }
17         List<Map> temp = new ArrayList<>(setTag2.size());
18         List<Map> setTaglist = new ArrayList<>(setTag2);
19         for (int i = 0; i < setTaglist.size(); i++) {
20             Map map = new HashMap(16);
21             map.put("tag", setTaglist.get(i).get("tag"));
22             temp.add(map);
23         }
24         for (Map tag : temp) {
25             List<Map> listMap = new ArrayList<>();
26             String tagStr = String.valueOf(tag.get("tag"));
27             //相同tag分到同一个组
28             for (Map map : list) {
29                 String tagStr2 = String.valueOf(map.get("tag"));
30                 if (tagStr.equals(tagStr2)) {
31                     listMap.add(map);
32                 }
33             }
34             List<Map> bitMap = new ArrayList<>();
35             //同一个tag，根据日期在进行分组
36             for (Map data : listMap) {
37                 int j = 0;
38                 for (int i = 0; i < bitMap.size(); i++) {
39                     Map map = bitMap.get(i);
40                     String bitTime = String.valueOf(map.get("time"));
41                     if (bitTime.equals(String.valueOf(data.get("createTime")))) {
42                         List<Map> dataList = (List<Map>) map.get("data");
43                         dataList.add(data);
44                         map.put("data", dataList);
45                         j = 0;
46                         break;
47                     } else {
48                         j++;
49                     }
50                 }
51                 //如果bitMap为空或者没有相同日期新加日期组
52                 if (bitMap.isEmpty() || j == bitMap.size()) {
53                     Map<String, Object> bitData2 = new HashMap();
54                     List<Map> tempList = new ArrayList<>();
55                     tempList.add(data);
56                     bitData2.put("data", tempList);
57                     bitData2.put("time", String.valueOf(data.get("createTime")));
58                     bitMap.add(bitData2);
59                 }
60             }
61             tag.put("bitData", bitMap);
62         }
63         long end = System.currentTimeMillis();
64         System.out.println(("-----List---分组耗时-------" + (end - start) + "ms"));
65         return temp;
66     }

使用java8 lambda表达式进行精简

 1  public static void java8Group(List<Map> list) {
 2         long start = System.currentTimeMillis();
 3         //分组排序时记得Function<? super T, ? extends K> classifier,需要分组的关键字
 4         //                                  Supplier<M> mapFactory,默认为HashMap,没有顺序
 5         //                                  Collector<? super T, A, D> downstream
 6         Map<String, List<Map>> groupBy = list.stream().collect(Collectors.groupingBy(e -> String.valueOf(e.get("tag")), LinkedHashMap::new, Collectors.toList()));
 7         List<Map> list1 = new ArrayList<>();
 8         groupBy.forEach((k, v) -> {
 9             List<Map> list2 = new ArrayList<>();
10             Map map = new HashMap(16);
11             map.put("tag", k);
12             Map<String, List<Map>> groupBy2 = v.stream()
13                     .collect(Collectors.groupingBy(e -> String.valueOf(e.get("createTime")), LinkedHashMap::new, Collectors.toList()));
14             groupBy2.forEach((k1, v1) -> {
15                 Map map1 = new HashMap(16);
16                 map1.put("time", k1);
17                 map1.put("data", v1);
18                 list2.add(map1);
19             });
20             map.put("bitData", list2);
21             list1.add(map);
22         });
23         long end = System.currentTimeMillis();
24         System.out.println(("-----lambda---分组耗时-------" + (end - start) + "ms"));
25         System.out.println(JsonUtils.toJson(list1));
26     }

但是这运行时长有点不香啊- -

分组后数据

[ {
  "bitData" : [ {
    "data" : [ {
      "goodsImg" : "http://www.baidu.com:8081/appimages/activitypics/20190301/86615856382.png",
      "expireTime" : "2020-02-01",
      "createTime" : "2020·06·12",
      "goodsId" : 1080005006,
      "tag" : "美世佳福荟平台",
      "userType" : "1",
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原文地址：https://www.cnblogs.com/SimonHu1993/p/12928431.html