The

cast

function can convert the specified columns into different dataTypes. You shouldn't need a UDF to do this. If rawdata is a DataFrame, this should work:

https://spark.apache.org/docs/latest/api/python/pyspark.sql.html#pyspark.sql.Column.cast

df = rawdata.select(col('house name'), rawdata.price.cast('float').alias('price'))