In a scenario involving streaming data, which Hadoop file format would be most efficient?

In a scenario involving streaming data, the Avro file format would be most efficient. Avro is a binary serialization format that supports schema evolution and is suitable for streaming data due to its compact structure and efficient serialization, making it well-suited for real-time data processing in Hadoop.