1、中间操作
filter()过滤
将流中的元素筛选出满足条件的元素
List<String> list = Arrays.asList("abc","test","demo","frse","fesfes");
list.stream().filter(s -> s.startsWith("f")).forEach(System.out::println);
map()映射转换
将流中的每个元素通过特定的函数转换为另一个流。
语法:<R> Stream<R> map(Function<? super T, ? extends R> mapper)
list.stream().map(String::toUpperCase).forEach(System.out::println);
//获取对象元素
userList.stream().map(User::getName).forEach(System.out::println);
distinct()去重
list.stream().distinct().forEach(System.out::println);
sorted()排序
list.stream().sorted().forEach(System.out::println);
list.stream().sorted(Comparator.reverseOrder()).forEach(System.out::println);
2、终端操作
foreach()遍历
list.stream().forEach(System.out::println);
collect()收集结果
List<String> upperList = list.stream().map(String::toUpperCase).collect(Collectors.toList());Set<String> set = list.stream().collect(Collectors.toSet());String joined = list.stream().collect(Collectors.joining(", "));
toArray()转为数组
String[] array = list.stream().toArray(String[]::new);
reduce()归约
Optional<String> reduced = list.stream().reduce((s1, s2) -> s1 + "#" + s2);int sum = numbers.stream().reduce(0, Integer::sum);
count()统计
long count = list.stream().count();
anyMatch()/allMatch()/noneMatch() 匹配检查
boolean anyStartsWithA = list.stream().anyMatch(s -> s.startsWith("a"));
boolean allStartsWithA = list.stream().allMatch(s -> s.startsWith("a"));
boolean noneStartsWithA = list.stream().noneMatch(s -> s.startsWith("a"));
findFirst()/findAny()查找元素
Optional<String> first = list.stream().findFirst();
Optional<String> any = list.stream().findAny();
3、Collectors工具类
toList()/toSet()/toCollection()
List<String> list = stream.collect(Collectors.toList());
Set<String> set = stream.collect(Collectors.toSet());
TreeSet<String> treeSet = stream.collect(Collectors.toCollection(TreeSet::new));
//转为map
Map<String, Integer> userMap = userList.stream().collect(Collectors.toMap(User::getName, User::getAge));
joining()字符串连接
String joined = stream.collect(Collectors.joining(", ", "[", "]"));
summarizingInt()/summarizingDouble()统计
IntSummaryStatistics stats = stream.collect(Collectors.summarizingInt(String::length));
groupingBy()分组
Map<Integer, List<String>> groupByLength = stream.collect(Collectors.groupingBy(String::length));Map<Integer, Long> countByLength = stream.collect(Collectors.groupingBy(String::length, Collectors.counting()));
mapping()下游收集器
Map<Integer, List<Character>> firstCharByLength = stream.collect(Collectors.groupingBy(String::length,Collectors.mapping(s -> s.charAt(0), Collectors.toList())));