Introduction to java 8 stream api

Introduction to
Java 8 Stream
API
Sidlyarevich Vladislav

Contacts/samples
● https://github.com/kuksenko/jdk8-lambda-samples
● https://github.com/vlsidlyarevich/Stream-API-Examples
● https://www.youtube.com/watch?v=O8oN4KSZEXE
● https://www.youtube.com/watch?v=i0Jr2l3jrDA

Java 8 language features
● Lambdas and Functional Interfaces
● Interface’s Default and Static Methods
● Method References
● Repeating annotations

● Date/Time API (JSR 310)
● Nashorn JavaScript engine
● Base64
● Parallel Arrays
● Concurrency

STREAM API!

Set<Person> freshBlood = new HashSet<>();
for (Person person : team) {
if (person.age <= 25) {
freshBlood.add(person);
}
}
List<Person> sortedFreshBlood = new ArrayList<>(freshBlood);
Collections.sort(sortedFreshBlood, new Comparator<Person>() {
@Override
public int compare(Person o1, Person o2) {
return Integer.compare(o1.age, o2.age);
}
});
for (Person person : sortedFreshBlood) {
System.out.println(person.name);
}

team.stream()
.filter(person -> person.age <= 25)
.collect(Collectors.toSet())
.stream()
.sorted(comparing(person -> person.age))
.forEach(person -> System.out.println(person.name));

source op op op
terminate
Profit

sources: collections, iterators, api’s
operations: filter, map, reduce, etc
sinks: collections, locals

What is Stream?
Multiplicity of values
Lazy
Single use
Not mutate the source
Ordered/Unordered
Parallel/Sequential
IntStream, DoubleStream, LongStream

What is Stream?
Sequence of elements − A stream provides a set of elements of specific type in a sequential
manner. A stream gets/computes elements on demand. It never stores the elements.
Source − Stream takes Collections, Arrays, or I/O resources as input source.
Aggregate operations − Stream supports aggregate operations like filter, map, limit, reduce,
find, match, and so on.
Pipelining − Most of the stream operations return stream itself so that their result can be
pipelined. These operations are called intermediate operations and their function is to take
input, process them, and return output to the target. collect() method is a terminal operation
which is normally present at the end of the pipelining operation to mark the end of the stream.
Automatic iterations − Stream operations do the iterations internally over the source elements
provided, in contrast to Collections where explicit iteration is required.

Stream pipeline
sources: team, stream operations: filter, sorted, forEach
sinks: collect
team.stream()
.filter(person -> person.age <= 25)
.collect(Collectors.toSet())
.stream()
.sorted(comparing(person -> person.age))
.forEach(person -> System.out.println(person.name));

Sources
Collections
Popular API’s (For example Regex)
String sentence = "Java 8 Stream tutorial";
Stream<String> regExpStream
= Pattern.compile("w").splitAsStream(sentence);

Sources
Infinite
Stream iterateStream = Stream.iterate(0, n -> n + 1).limit(2);
Function
Stream generatedStream = Stream.generate(Math::random).limit(5L);

List<String> arrList = new ArrayList<>();
Stream<String> arrListStream = arrList.stream(); //sized, ordered
List<String> linkedList = new LinkedList<>();
Stream<String> linkedListStream = linkedList.stream(); //sized, ordered
Set<String> hashSet = new HashSet<>();
Stream<String> hashSetStream = hashSet.stream(); //sized, distinct
Set<String> linkedHashSet = new LinkedHashSet<>();
Stream<String> linkedHashSetStream = linkedHashSet.stream(); //sized, distinct, ordered
Set<String> treeSet = new TreeSet<>();
Stream<String> treeSetStream = treeSet.stream(); //sized, distinct, sorted, ordered

source op op op
terminate
ProfitIntermediate

● Stream<S> s.distinct();
● Stream<S> s.filter(Predicate <S>);
● Stream<T> s.map(Function<S, T>);
● Stream<T> s.flatMap(Function<S, Stream<T>>);
● Stream<S> s.peek(Consumer<S>)
● Stream<S> s.sorted()
● Stream<S> s.limit(long);
● Stream<S> s.skip(long);

● Stream<S> s.distinct();
● Stream<S> s.filter(Predicate <S>);
● Stream<T> s.map(Function<S, T>);
● Stream<T> s.map(Function<S, Stream<T>>);
● Stream<S> s.peek(Consumer<S>)
● Stream<S> s.sorted()
● Stream<S> s.limit(long);
● Stream<S> s.skip(long);
● Stream<S> s.unordered();
● Stream<S> s.parallel();
● Stream<S> s.sequential();

Terminal operations
iteration: forEach, iterator
search: findFirst, findAny
check: allMatch, anyMatch, noneMatch
aggregation: reduction, collectors

Short-circuiting
All find*
All match*
limit
int number = Stream.iterate(1, n -> n * 2)
.filter(n -> n % 1024 == 0)
.findFirst().get();

Examples
List<Transaction> groceryTransactions = new Arraylist<>();
for(Transaction t: transactions) {
if(t.getType() == Transaction.GROCERY) {
groceryTransactions.add(t);
}
}
Collections.sort(groceryTransactions, new Comparator() {
public int compare(Transaction t1, Transaction t2) {
return t2.getValue().compareTo(t1.getValue());
}
});
List<Integer> transactionIds = new ArrayList<>();
for(Transaction t: groceryTransactions) {
transactionsIds.add(t.getId());
}

Examples
transactions.Stream()
.filter(t.getType() == Transaction.GROCERY)

Examples
.sorted(comparing(t -> t.getValue)

Examples
.sorted(comparing(t -> t.getValue).reversed)

Examples
.map(transaction -> transaction.getId())

Examples
.map(transaction -> transaction.getId())
.collect(Collectors.toList())

Examples
.sorted(comparing(Transaction::getValue).reversed)
.map(Transaction::getId())
.collect(Collectors.toList())

Introduction to java 8 stream api

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