Rather everything will be in bytes. Spak sql have built in methods to get table size but also in bytes:

spark.sql("ANALYZE TABLE df COMPUTE STATISTICS NOSCAN")

spark.sql("DESCRIBE EXTENDED df ").filter(col("col_name") === "Statistics").show(false)