When converting between Java and Scala collections or performing set operations, choose methods that minimize temporary collection creation to improve performance and reduce memory overhead.
When converting between Java and Scala collections or performing set operations, choose methods that minimize temporary collection creation to improve performance and reduce memory overhead.
Avoid creating unnecessary intermediate collections by:
diff()
instead of converting to Set and using --
operatorExamples:
// Inefficient - creates temporary Set
val result = partitionState.isr.asScala.map(_.toInt).toSet -- outOfSyncReplicaIds
// Better - uses diff to avoid temporary collection
val result = partitionState.isr.asScala.map(_.toInt).diff(outOfSyncReplicaIds)
// Alternative with iterator for complex operations
val result = current.isr.asScala.iterator.map(_.toInt).filter(_ != localBrokerId).to(Set)
// Java stream approach
val result = current.isr.stream().filter(isr => isr != localBrokerId).collect(Collectors.toUnmodifiableSet).asScala
This optimization reduces algorithmic complexity by eliminating unnecessary O(n) collection creation steps and improves memory efficiency in data structure operations.
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