DFLib is an open source lightweight Java in-memory DataFrame with unique data manipulation API to process data incrementally in a highly-composable manner. DFLib supports loading and saving to CSV, Excel, RDBMS, Avro, Parquet, and JSON formats, and works with a variety of data sources