How do I count occurrences of elements in a Java Stream using `groupBy()`?
Counting Occurrences with GroupBy in Java Streams
Java Stream API provides powerful mechanisms for manipulating and aggregating data efficiently. One common task is to count occurrences of elements within a stream. Achieving this with the groupBy() method requires leveraging an additional collector.
Consider the following code snippet, which aims to collect elements in a stream into a map where keys represent unique elements and values represent their occurrences:
List<String> list = Arrays.asList("Hello", "Hello", "World"); // Desired output: // {Hello=2, World=1}
To accomplish this, we can employ the groupBy() method with a Collectors.counting() collector to perform the counting:
import java.util.*; import java.util.stream.*; class Test { public static void main(String[] args) { List<String> list = new ArrayList<>(); list.add("Hello"); list.add("Hello"); list.add("World"); Map<String, Long> counted = list.stream() .collect(Collectors.groupingBy(Function.identity(), Collectors.counting())); System.out.println(counted); } }
Explanation:
- Collectors.groupingBy(Function.identity()): Groups elements based on their identity, effectively treating each unique element as a key.
- Collectors.counting(): Computes the number of occurrences for each group.
The resulting counted map will have keys as elements and values as their respective counts:
{Hello=2, World=1}
Alternatively, for efficiency considerations in certain scenarios, you can explore using Collectors.groupingByConcurrent. Remember to assess if your specific use case aligns with the safety requirements of concurrent grouping.
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