Implementing a Custom Query Language with Python and Apache Spark

The author built Entity History Query Language (EHQL) for analysts working with vehicle maintenance data. The implementation uses Python and the Lark library to define the grammar, then compiles EHQL queries down to Apache Spark for execution against Parquet data stored in a central catalog.