Sqoop (SQL-to-Hadoop) is one of the most popular Big Data tools that leverages the competency to haul out data from a non-Hadoop data store by transforming information into a form that can be easily accessed and used by Big Data Hadoop, to then upload it into HDFS. This process is most commonly known as ETL, for Extract, Transform, and Load.