Java Lambda Stream

2023-06-07,,

::方法使用

条件:lambada表达式的主体仅包含一个表达式,且lambada表达式只调用一个已经存在的方法;被引用的方法的参数列表与lambada表达式的输入输出一致

以下是Java 8中方法引用的一些语法:

静态方法引用(static method)语法:classname::methodname 例如:Person::getAge
对象的实例方法引用语法:instancename::methodname 例如:System.out::println
对象的超类方法引用语法: super::methodname
类构造器引用语法: classname::new 例如:ArrayList::new
数组构造器引用语法: typename[]::new 例如: String[]:new

DataStreamSource<String> kafkaDS = env.addSource(MyKafkaUtil.getKafkaConsumer(sourceTopic, groupId));

kafkaDS.map(line->{return JSON.parseObject(line);});
//Lambda 简写
kafkaDS.map(JSON::parseObject);
@Test
void printTest1() {
List<String> list = Arrays.asList("a", "b", "c", "d"); System.out.println("for => ");
for (String item : list) {
AcceptMethod.printValue(item);
} System.out.println("forEach => ");
list.forEach(item -> AcceptMethod.printValue(item)); System.out.println("forEach => ::");
//list.forEach(new AcceptMethod()::printValue); //非静态方法
list.forEach(AcceptMethod::printValue); System.out.println("forEach list => ::");
List<LoginUser> loginUserList = new ArrayList<>();
LoginUser loginUser = new LoginUser();
loginUser.setOs("iOS");
loginUserList.add(loginUser);
loginUser = new LoginUser();
loginUser.setOs("Android");
loginUserList.add(loginUser);
loginUserList.forEach(AcceptMethod::printList); } public static class AcceptMethod {
public static void printValue(String str) {
System.out.println("print value : " + str);
} public static void printList(LoginUser map) {
System.out.println("print value : " + map.getOs());
}
}

Stream 示例

public class Java8Tester {
public static void main(String args[]){
System.out.println("使用 Java 7: "); // 计算空字符串
List<String> strings = Arrays.asList("abc", "", "bc", "efg", "abcd","", "jkl");
System.out.println("列表: " +strings);
long count = getCountEmptyStringUsingJava7(strings); System.out.println("空字符数量为: " + count);
count = getCountLength3UsingJava7(strings); System.out.println("字符串长度为 3 的数量为: " + count); // 删除空字符串
List<String> filtered = deleteEmptyStringsUsingJava7(strings);
System.out.println("筛选后的列表: " + filtered); // 删除空字符串,并使用逗号把它们合并起来
String mergedString = getMergedStringUsingJava7(strings,", ");
System.out.println("合并字符串: " + mergedString);
List<Integer> numbers = Arrays.asList(3, 2, 2, 3, 7, 3, 5); // 获取列表元素平方数
List<Integer> squaresList = getSquares(numbers);
System.out.println("平方数列表: " + squaresList);
List<Integer> integers = Arrays.asList(1,2,13,4,15,6,17,8,19); System.out.println("列表: " +integers);
System.out.println("列表中最大的数 : " + getMax(integers));
System.out.println("列表中最小的数 : " + getMin(integers));
System.out.println("所有数之和 : " + getSum(integers));
System.out.println("平均数 : " + getAverage(integers));
System.out.println("随机数: "); // 输出10个随机数
Random random = new Random(); for(int i=0; i < 10; i++){
System.out.println(random.nextInt());
} System.out.println("使用 Java 8: ");
System.out.println("列表: " +strings); count = strings.stream().filter(string->string.isEmpty()).count();
System.out.println("空字符串数量为: " + count); count = strings.stream().filter(string -> string.length() == 3).count();
System.out.println("字符串长度为 3 的数量为: " + count); filtered = strings.stream().filter(string ->!string.isEmpty()).collect(Collectors.toList());
System.out.println("筛选后的列表: " + filtered); mergedString = strings.stream().filter(string ->!string.isEmpty()).collect(Collectors.joining(", "));
System.out.println("合并字符串: " + mergedString); squaresList = numbers.stream().map( i ->i*i).distinct().collect(Collectors.toList());
System.out.println("Squares List: " + squaresList);
System.out.println("列表: " +integers); IntSummaryStatistics stats = integers.stream().mapToInt((x) ->x).summaryStatistics(); System.out.println("列表中最大的数 : " + stats.getMax());
System.out.println("列表中最小的数 : " + stats.getMin());
System.out.println("所有数之和 : " + stats.getSum());
System.out.println("平均数 : " + stats.getAverage());
System.out.println("随机数: "); random.ints().limit(10).sorted().forEach(System.out::println); // 并行处理
count = strings.parallelStream().filter(string -> string.isEmpty()).count();
System.out.println("空字符串的数量为: " + count);
} private static int getCountEmptyStringUsingJava7(List<String> strings){
int count = 0; for(String string: strings){ if(string.isEmpty()){
count++;
}
}
return count;
} private static int getCountLength3UsingJava7(List<String> strings){
int count = 0; for(String string: strings){ if(string.length() == 3){
count++;
}
}
return count;
} private static List<String> deleteEmptyStringsUsingJava7(List<String> strings){
List<String> filteredList = new ArrayList<String>(); for(String string: strings){ if(!string.isEmpty()){
filteredList.add(string);
}
}
return filteredList;
} private static String getMergedStringUsingJava7(List<String> strings, String separator){
StringBuilder stringBuilder = new StringBuilder(); for(String string: strings){ if(!string.isEmpty()){
stringBuilder.append(string);
stringBuilder.append(separator);
}
}
String mergedString = stringBuilder.toString();
return mergedString.substring(0, mergedString.length()-2);
} private static List<Integer> getSquares(List<Integer> numbers){
List<Integer> squaresList = new ArrayList<Integer>(); for(Integer number: numbers){
Integer square = new Integer(number.intValue() * number.intValue()); if(!squaresList.contains(square)){
squaresList.add(square);
}
}
return squaresList;
} private static int getMax(List<Integer> numbers){
int max = numbers.get(0); for(int i=1;i < numbers.size();i++){ Integer number = numbers.get(i); if(number.intValue() > max){
max = number.intValue();
}
}
return max;
} private static int getMin(List<Integer> numbers){
int min = numbers.get(0); for(int i=1;i < numbers.size();i++){
Integer number = numbers.get(i); if(number.intValue() < min){
min = number.intValue();
}
}
return min;
} private static int getSum(List numbers){
int sum = (int)(numbers.get(0)); for(int i=1;i < numbers.size();i++){
sum += (int)numbers.get(i);
}
return sum;
} private static int getAverage(List<Integer> numbers){
return getSum(numbers) / numbers.size();
}
}

实例

/**
* java list 中的字符是否包括在另一个 list 中
*/
@Test
void anyMatchTest() {
List<String> permission = Arrays.asList("A", "B", "D");
List<String> arr = Arrays.asList("C", "D", "E", "F");
boolean b = arr.stream().anyMatch(permission::contains);
System.out.println("" + b);
} /**
* 数组转Set\List
*/
void anyMatchTest() {
String[] permsArr = "a,b,c".split(",");
Set<String> permsSet = Arrays.stream(permsArr).collect(Collectors.toSet());
}

Java Lambda Stream的相关教程结束。

《Java Lambda Stream.doc》

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