Question: are spark column case sensitive?
Answer: Although Spark SQL itself is not case-sensitive, Hive compatible file formats such as Parquet are. Spark SQL must use a case-preserving schema when querying any table backed by files containing case-sensitive field names or queries may not return accurate results.