from pyspark.sql.functions import col

@time_decorator
def no_broadcast_var(data):
  # Create small dataframe
  small_data = [("CA", "California"), ("TX", "Texas"), ("FL", "Florida")]
  small_df = spark.createDataFrame(small_data, ["state", "stateLF"])

  # Perform joining
  result_no_broadcast = data.join(small_df, "state")

  return result_no_broadcast.count()

display(no_broadcast_var(df))