As title suggests, I am struggling to use pyspark bucketizer as I repeatedly get the following error:

File <command-8301298062763331>, line 4
      2 from pyspark.ml.feature import Bucketizer
      3 spark = SparkSession.builder.appName("test").getOrCreate()
----> 4 bucketizer = Bucketizer()
File /databricks/python/lib/python3.12/site-packages/pyspark/ml/wrapper.py:87, in JavaWrapper._new_java_obj(java_class, *args)
     84 from pyspark.core.context import SparkContext
     86 sc = SparkContext._active_spark_context
---> 87 assert sc is not None
     89 java_obj = _jvm()
     90 for name in java_class.split("."):

from pyspark.sql import SparkSession
from pyspark.ml.feature import Bucketizer
spark = SparkSession.builder.appName("test").getOrCreate()
bucketizer = Bucketizer()