Apache Parquet is a columnar file format that provides optimizations to speed up queries. It is a far more efficient file format than CSV or JSON.
For more information, see Parquet Files.
See the following Apache Spark reference articles for supported read and write options.
The following notebook shows how to read and write data to Parquet files.