List all = new ArrayList();
Wrapper queryWrapper = new QueryWrapper<>();
all = userMapper.selectList(queryWrapper);
一个对象的集合转化成另一个对象的集合( 可以是自己新建的DTO,里面取的字段可以是通过构造方法)
List cartDTOList = all.stream().map(e -> new UserVo(e.getId(), e.getPassword(), e.getUsername())).collect(toList());
Stream alltream = all.stream().filter(a -> a.getUsername().indexOf("z") > 0);
List collect = alltream.collect(toList());//stream转换成List
System.out.println(collect.size());
collect.forEach(
e -> System.out.println("过滤集合中的字符串:" + JSON.toJSONString(e))
);
数组转字符串,字符串转数组,集合转字符串,字符串转集合
int[] arr = {1, 2, 3, 4};
//1、数组转逗号分隔的字符串
String strArr = Arrays.stream(arr).boxed().map(i -> i.toString()).collect(Collectors.joining(","));
System.out.println("int类型数组转字符串:" + strArr);
List list = new ArrayList<>();
list.add("1");
list.add("2");
list.add("3");
list.add("4");
//2、集合转逗号分隔的字符串
String strList = list.stream().collect(Collectors.joining(","));
System.out.println("integer类型的集合转字符串" + strList);
List listInt = new ArrayList<>();
listInt.add(1);
listInt.add(2);
listInt.add(3);
listInt.add(4);
listInt.add(1);
//集合转逗号分隔的字符串-去重
String str3 = listInt.stream().map(r -> r.toString()).distinct().collect(Collectors.joining(","));
System.out.println("integer类型的集合转字符串去重:" + str3);
//3、逗号分隔的字符串转成集合
String ids = "1,2,3,4,5,6";
List idss = Arrays.asList(ids.split(",")).stream().map(s -> Long.parseLong(s.trim())).collect(toList());
idss.forEach(
e -> System.out.println("逗号分隔的字符串转long类型的集合:" + e.toString())
);
//4、逗号分隔的字符串转数组
String strToArrayList = "1,2,3,4,5,6";
List listIds = Arrays.asList(ids.split(",")).stream().map(s -> Long.parseLong(s.trim())).collect(Collectors.toList());
System.out.println(Arrays.toString(listIds.toArray()));
String ids = "1,2,3,4,5,6";
List idss = Arrays.asList(ids.split(",")).stream().map(s -> Long.parseLong(s.trim())).collect(toList());
/**
* @Description:传统方式数组和list互转如下:
* @Author: wumingdu
* @Date: 2020/11/17 22:01
*/
//集合转数组
Object[] objects = (Object[]) idss.toArray();
for (int i = 0; i < objects.length; i++) {
// System.out.println(objects[i].toString());
}
//数组转集合
List longs = Arrays.asList(objects);
// System.out.println(longs.toString());
/**
* 使用lambda 的方式转换如下:
*/
//数组转换成list
String[] arrays = {"a", "b", "c"};
List listStrings = Stream.of(arrays).collect(toList());
System.out.println(listStrings);
//List转换为数组
List list = new ArrayList<>();
list.add("a");
list.add("b");
list.add("c");
String[] strings = list.stream().toArray(String[]::new);
System.out.println(strings);
Map map = new HashMap<>();
map.put("1", "AAAA");
map.put("2", "BBBB");
map.put("3", "CCCC");
map.put("4", "DDDD");
map.put("5", "EEEE");
List list = map.entrySet().stream().sorted(Comparator.comparing(e -> e.getKey())).map(e -> new User(Long.parseLong(e.getKey()), e.getValue())).collect(Collectors.toList());
//将map里面的每对entrySet当做一个对象放进list中
List map2list1 = map.entrySet().stream().map(et -> et).collect(Collectors.toList());
//将map中k和v 当做对像中的两个属性set到对象中
List map2list2 = map.entrySet().stream().sorted(Comparator.comparing(e -> e.getKey())).map(e -> new User(Long.parseLong(e.getKey()), e.getValue())).collect(Collectors.toList());
List map2list3 = map.entrySet().stream().sorted(Comparator.comparing(Map.Entry::getValue)).map(e -> new User(Long.parseLong(e.getKey()), e.getValue())).collect(Collectors.toList());
List map2list4 = map.entrySet().stream().sorted(Map.Entry.comparingByKey()).map(e -> new User(Long.parseLong(e.getKey()), e.getValue())).collect(Collectors.toList());
//将集合种的对象的两个属性取出来,方法map中
Map result1 = all.stream().collect(Collectors.toMap(User::getId, User::getUsername));
//将集合种的对象的两个属性取出来,方法map中(其中一个就是对象本身)
Map result2 = all.stream().collect(Collectors.toMap(User -> User.getId(), User -> User.getUserVo()));
//将集合种的对象的两个属性取出来,方法map中(如果有重复的,就将重复的单独放进集合中)
Map> result3 = all.stream().collect(Collectors.toMap(User -> User.getUsername(), User -> Lists.newArrayList(User), (ArrayList oldList, ArrayList newList) -> {
oldList.addAll(newList);
return oldList;
}));
//list===>list
List> personToMap = all.stream().map((p) -> {
Map mp = new HashMap<>();
mp.put("name", p.getId());
mp.put("age", p.getUsername());
return mp;
}).collect(Collectors.toList());
//或者
List> personToMap2 = all.stream().collect(ArrayList::new, (listsssss, p) -> {
Map qqqqqqqq = new HashMap<>();
qqqqqqqq.put("id", p.getId());
qqqqqqqq.put("username", p.getUsername());
listsssss.add(qqqqqqqq);
}, List::addAll);
//list===>list
List> mapList = all.stream().map(user -> MapGetterTool.bean2Map(user)).collect(Collectors.toList());
List List2map = mapList.stream().map(user -> MapGetterTool.mapToObject(user,User.class)).collect(Collectors.toList());
Map collect2 = all.stream().collect(Collectors.toMap(User::getUsername, Function.identity(), (key1, key2) -> key2));
Map result = all.stream().collect(HashMap::new, (map2, p) -> map2.put(p.getId(), p.getUsername()), Map::putAll);
LinkedHashMap collect3 = all.stream().collect(Collectors.toMap(User::getUsername, Function.identity(), (key1, key2) -> key2, LinkedHashMap::new));
List userNameList = all.stream().map(e -> new String(e.getUsername())).collect(Collectors.toList());
List idList = all.stream().map(e -> new Long(e.getId())).collect(Collectors.toList());
List dateList = all.stream().map(e -> new Date(String.valueOf(e.getUpdated()))).collect(Collectors.toList());
List dateList_str = all.stream().map(e -> new String(String.valueOf(e.getUpdated()))).collect(Collectors.toList());
Map> groupBy = all.stream().collect(Collectors.groupingBy(User->User.getUsername()));
//返回 对象集合以类属性一升序排序
list.stream().sorted(Comparator.comparing(类::属性一));
//返回 对象集合以类属性一降序排序 注意两种写法
list.stream().sorted(Comparator.comparing(类::属性一).reversed());//先以属性一升序,结果进行属性一降序
list.stream().sorted(Comparator.comparing(类::属性一,Comparator.reverseOrder()));//以属性一降序
//返回 对象集合以类属性一降序 属性二升序 注意两种写法
list.stream().sorted(Comparator.comparing(类::属性一).reversed().thenComparing(类::属性二));//先以属性一升序,升序结果进行属性一降序,再进行属性二升序
list.stream().sorted(Comparator.comparing(类::属性一,Comparator.reverseOrder()).thenComparing(类::属性二));//先以属性一降序,再进行属性二升序
// 中文排序
Collections.sort(lists, (Persono1, Persono2) -> Collator.getInstance(Locale.CHINESE).compare(o1.getName(), o2.getName()));
通过以上例子我们可以发现
1. Comparator.comparing(类::属性一).reversed();
2. Comparator.comparing(类::属性一,Comparator.reverseOrder());
两种排序是完全不一样的,一定要区分开来 1 是得到排序结果后再排序,2是直接进行排序,很多人会混淆导致理解出错,2更好理解,建议使用2
我们知道, Java8 lambda自带的去重为 distinct 方法, 但是只能过滤整体对象, 不能实现对象里的某个值进行判定去重, 比如:
List numbers = Arrays.asList(1, 2, 3, 4, 5, 5, 5, 5, 6, 7);
List distinctNumbers = numbers.stream().distinct().collect(Collectors.toList());
System.out.println(distinctNumbers);//1, 2, 3, 4, 5, 6, 7
1、但是, 如果我们有一个 List 类似这样的对象, 要对 User 的 name 进行条件去重怎么办?我们想要的效果是这样的:
public static Predicate distinctByKey(Function super T, Object> keyExtractor) {
Map seen = new ConcurrentHashMap<>();
return object -> seen.putIfAbsent(keyExtractor.apply(object), Boolean.TRUE) == null;
}
List users = new LinkedList<>();
users.add(new User("Jim"));
users.add(new User("Jim"));
users.add(new User("Tom"));
users.add(new User("Leo"));
List distinctUsers = users.stream() .filter(distinctByKey(User::getName)).collect(Collectors.toList());
System.out.println(distinctUsers);//[Jim, Tom, Leo]
2、JDK8 Stream操作 collectingAndThen
先进行收集处理,然后将处理的集合结果 可以看到第一个参数是Collector接口的子类,所以还是对于对于Collector的处理,Collectors工具类里面的toList()、toSet()、joining()、mapping()、collectingAndThen()等几乎所有的方法都可以使用,这样感觉这个collectingAndThen就很强大了,可以嵌套的去使用。 第二个参数是一个Function函数,熟悉的同学都知道,Function函数是这样的:R apply(T t),这个也是理解上面去重式子的关键,原来我想的是ArrayList::new调用的无参的构造方法,其实他调用的ArrayList的有参构造方法,
List distinctList = all.stream().collect(Collectors.collectingAndThen(Collectors.toCollection(() -> new TreeSet(Comparator.comparing(o -> o.getUsername()))),ArrayList::new));
System.out.println(JSON.toJSONString(distinctList));
//最小
Date minEntryDate = userList.stream().map(User::getEntryDate).min(Date::compareTo).get();
//最大
Date maxEntryDate = userList.stream().map(User::getEntryDate).max(Date::compareTo).get();
//求和
//基本类型
int sumAge = userList.stream().mapToInt(User::getAge).sum();
//BigDecimal求和
BigDecimal totalQuantity = userList.stream().map(User::getFamilyMemberQuantity).reduce(BigDecimal.ZERO, BigDecimal::add);
上面的求和不能过滤bigDecimal对象为null的情况,可能会报空指针,这种情况,我们可以用filter方法过滤,或者重写求和方法
;
public class BigDecimalUtils {
public static BigDecimal ifNullSet0(BigDecimal in) {
if (in != null) {
return in;
}
return BigDecimal.ZERO;
}
public static BigDecimal sum(BigDecimal ...in){
BigDecimal result = BigDecimal.ZERO;
for (int i = 0; i < in.length; i++){
result = result.add(ifNullSet0(in[i]));
}
return result;
}
}
使用重写的方法
BigDecimal totalQuantity2 = userList.stream().map(User::getFamilyMemberQuantity).reduce(BigDecimal.ZERO, BigDecimalUtils::sum);
stream.filter(x -> x!=null)
stream.filter(Objects::nonNull)
stream.filter(x -> x.getDateTime()!=null)
addList.stream().forEach(a -> a.setDelFlag("0"));
List list1 = new ArrayList();
list1.add("1");
list1.add("2");
list1.add("3");
list1.add("5");
list1.add("6");
List list2 = new ArrayList();
list2.add("2");
list2.add("3");
list2.add("7");
list2.add("8");
// 交集
List intersection = list1.stream().filter(item -> list2.contains(item)).collect(toList());
System.out.println("---交集 intersection---");
intersection.parallelStream().forEach(System.out::println);//将集合循环打印
// 差集 (list1 - list2) list1:1、2、3、5、6 - list2:2、3、7、8
List reduce1 = list1.stream().filter(item -> !list2.contains(item)).collect(toList());
System.out.println("---差集 reduce1 (list1 - list2)---");
reduce1.parallelStream().forEach(System.out::println);
// 差集 (list2 - list1)
List reduce2 = list2.stream().filter(item -> !list1.contains(item)).collect(toList());
System.out.println("---差集 reduce2 (list2 - list1)---");
reduce2.parallelStream().forEach(System.out::println);
// 并集
List listAll = list1.parallelStream().collect(toList());
List listAll2 = list2.parallelStream().collect(toList());
listAll.addAll(listAll2);
System.out.println("---并集 listAll---");
listAll.parallelStream().forEachOrdered(System.out::println);//输出顺序与元素顺序一致
// 去重并集
List listAllDistinct = listAll.stream().distinct().collect(toList());//[1, 2, 3, 5, 6, 2, 3, 7, 8]
System.out.println("---得到去重并集 listAllDistinct---");
listAllDistinct.parallelStream().forEachOrdered(System.out::println);
System.out.println("---原来的List1---");
list1.parallelStream().forEachOrdered(System.out::println);
System.out.println("---原来的List2---");
list2.parallelStream().forEachOrdered(System.out::println);