Java 8 Stream practical summary and principle application

Summary This article explores the implementation principle of Stream and introduces how to use the open source framework StreamEx of Java 8 Stream to answer some frequently asked questions about Java 8 Stream on StackOverflow:

• Convert Java 8 List<V> into Map<K, V>

##Use JDK Stream API:

Map<String, Choice> result =
    choices.stream().collect(Collectors.toMap(Choice::getName,
                                              Function.identity()));

Use StreamEx API:

Map<String, Choice> result = StreamEx.of(choices).toMap(Choice::getName);

• Custom thread pool in Java 8 parallel stream

Use JDK Stream API:

ForkJoinPool forkJoinPool = new ForkJoinPool(2);
forkJoinPool.submit(() ->
    //parallel task here, for example
    IntStream.range(1, 1_000_000).parallel().filter(PrimesPrint::isPrime).collect(toList())
).get();

Use StreamEx API:

IntStreamEx.range(1, 1_000_000).parallel(new ForkJoinPool(2))
           .filter(PrimesPrint::isPrime).toList();

• Java 8 Distinct by property

Use JDK Stream API:

public static <T> Predicate<T> distinctByKey(Function<? super T, ?> keyExtractor) {
    Set<Object> seen = ConcurrentHashMap.newKeySet();
    return t -> seen.add(keyExtractor.apply(t));
}

persons.stream().filter(distinctByKey(Person::getName));

Use StreamEx API:

StreamEx.of(persons).distinctBy(Person::getName);

• Is it possible to cast a Stream in Java 8?

Use JDK Stream API:

Stream.of(objects)
    .filter(Client.class::isInstance)
    .map(Client.class::cast)
    .map(Client::getID)
    .forEach(System.out::println);

Use StreamEx API:

StreamEx.of(objects)
    .select(Client.class)
    .map(Client::getID)
    .forEach(System.out::println);

Related articles:

Simple examples of Lambda expressions and Stream classes in Java

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