Since Java 16 we can use the method mapMulti(BiConsumer) of the Stream API.
This method allows us to map each element of the stream to multiple elements.
We can also do that with the flatMap(Function) method, but if we want to map a limited set of elements, mapMulti is more convenient.
Internally a shared stream is used and we don’t have the cost of creating a new stream for each element.
Another use case is if the logic to map an element to multiple elements is complex and is hard to implement by returning a stream.
Then mapMulti allows us to write that logic in a BiConsumer instead of a Function.
In the following code we use the mapMulti method in several examples:
package mrhaki.stream;
import javax.print.attribute.HashPrintServiceAttributeSet;
import java.util.Arrays;
import java.util.IntSummaryStatistics;
import java.util.List;
import java.util.Set;
import java.util.function.BiConsumer;
import java.util.function.Consumer;
import java.util.stream.Collectors;
import java.util.stream.Stream;
public class MapMulti {
public static void main(String[] args) {
// We want to return a stream of string values
// and the uppercase variant
// if the original element has the letter o.
assert Stream.of("Java", "Groovy", "Clojure")
.mapMulti((language, downstream) -> {
if (language.contains("o")) {
downstream.accept(language);
downstream.accept(language.toUpperCase());
}
})
.toList()
.equals(List.of("Groovy", "GROOVY", "Clojure", "CLOJURE"));
// Same logic implemented with flatMap.
assert Stream.of("Java", "Groovy", "Clojure")
.filter(language -> language.contains("o"))
.flatMap(language -> Stream.of(language, language.toUpperCase()))
.toList()
.equals(List.of("Groovy", "GROOVY", "Clojure", "CLOJURE"));
// Helper record to store a name and set of language names.
record Developer(String name, List<String> languages) {}
// Number of sample developers that work with different languages.
var hubert = new Developer("mrhaki", List.of("Java", "Groovy", "Clojure"));
var java = new Developer("java", List.of("Java"));
var clojure = new Developer("clojure", List.of("Clojure"));
var groovy = new Developer("groovy", List.of("Groovy"));
record Pair(String name, String language) {}
// Let's find all developers that have Java in their
// set of languages and return a new Pair
// object with the name of the developer and a language.
assert Stream.of(hubert, java, clojure, groovy)
// We can explicitly state the class that will be
// in the downstream of the compiler cannot
// deduct it using a <...> syntax.
.<Pair>mapMulti((developer, downstream) -> {
var languages = developer.languages();
if (languages.contains("Java")) {
for (String language : developer.languages()) {
downstream.accept(new Pair(developer.name(), language));
}
}
})
.toList()
.equals(List.of(new Pair("mrhaki", "Java"),
new Pair("mrhaki", "Groovy"),
new Pair("mrhaki", "Clojure"),
new Pair("java", "Java")));
// Same logic using filter and flatMap.
assert Stream.of(hubert, java, clojure, groovy)
.filter(developer -> developer.languages().contains("Java"))
.flatMap(developer -> developer.languages()
.stream()
.map(language -> new Pair(developer.name(), language)))
.toList()
.equals(List.of(new Pair("mrhaki", "Java"),
new Pair("mrhaki", "Groovy"),
new Pair("mrhaki", "Clojure"),
new Pair("java", "Java")));
// We want to expand each number to itself and its square root value
// and we muse mapMultiToInt here.
var summaryStatistics = Stream.of(1, 2, 3)
.mapMultiToInt((number, downstream) -> {
downstream.accept(number);
downstream.accept(number * number);
})
.summaryStatistics();
assert summaryStatistics.getCount() == 6;
assert summaryStatistics.getSum() == 20;
assert summaryStatistics.getMin() == 1;
assert summaryStatistics.getMax() == 9;
}
}
Written with Java 20.
