You can set the following spark sql property spark.sql.parquet.compression.codec.

In sql:

%sql set spark.sql.parquet.compression.codec=snappy

You can also set in the sqlContext directly:

sqlContext.setConf("spark.sql.parquet.compression.codec.", "snappy")