What's the purpose of partitioningBy

partitioningBy will always return a map with two entries, one for where the predicate is true and one for where it is false. It is possible that both entries will have empty lists, but they will exist.

That's something that groupingBy will not do, since it only creates entries when they are needed.

At the extreme case, if you send an empty stream to partitioningBy you will still get two entries in the map whereas groupingBy will return an empty map.

EDIT: As mentioned below this behavior is not mentioned in the Java docs, however changing it would take away the added value partitioningBy is currently providing. For Java 9 this is already in the specs.

partitioningBy is slightly more efficient, using a special Map implementation optimized for when the key is just a boolean.

(It might also help to clarify what you mean; partitioningBy helps to effectively get across that there's a boolean condition being used to partition the data.)

partitioningBy method will return a map whose key is always a Boolean value, but in case of groupingBy method, the key can be of any Object type

//groupingBy
Map<Object, List<Person>> list2 = new HashMap<Object, List<Person>>();
list2 = list.stream().collect(Collectors.groupingBy(p->p.getAge()==22));
System.out.println("grouping by age -> " + list2);

//partitioningBy
Map<Boolean, List<Person>> list3 = new HashMap<Boolean, List<Person>>();
list3 = list.stream().collect(Collectors.partitioningBy(p->p.getAge()==22));
System.out.println("partitioning by age -> " + list2);

As you can see, the key for map in case of partitioningBy method is always a Boolean value, but in case of groupingBy method, the key is Object type

Detailed code is as follows:

    class Person {
    String name;
    int age;

    Person(String name, int age) {
        this.name = name;
        this.age = age;
    }

    public String getName() {
        return name;
    }

    public int getAge() {
        return age;
    }

    public String toString() {
        return this.name;
    }
}

public class CollectorAndCollectPrac {
    public static void main(String[] args) {
        Person p1 = new Person("Kosa", 21);
        Person p2 = new Person("Saosa", 21);
        Person p3 = new Person("Tiuosa", 22);
        Person p4 = new Person("Komani", 22);
        Person p5 = new Person("Kannin", 25);
        Person p6 = new Person("Kannin", 25);
        Person p7 = new Person("Tiuosa", 22);
        ArrayList<Person> list = new ArrayList<>();
        list.add(p1);
        list.add(p2);
        list.add(p3);
        list.add(p4);
        list.add(p5);
        list.add(p6);
        list.add(p7);

        // groupingBy
        Map<Object, List<Person>> list2 = new HashMap<Object, List<Person>>();
        list2 = list.stream().collect(Collectors.groupingBy(p -> p.getAge() == 22));
        System.out.println("grouping by age -> " + list2);

        // partitioningBy
        Map<Boolean, List<Person>> list3 = new HashMap<Boolean, List<Person>>();
        list3 = list.stream().collect(Collectors.partitioningBy(p -> p.getAge() == 22));
        System.out.println("partitioning by age -> " + list2);

    }
}