create udf functions in main pyspark code example
Example: pyspark import udf
from pyspark.sql.functions import udf
from pyspark.sql.types import LongType
squared_udf = udf(squared, LongType())
df = spark.table("test")
display(df.select("id", squared_udf("id").alias("id_squared")))