code: def __init__(
      self,
      tenantCol: str,
      userCol: str,
      res_col: str,
      componentColName: str = "component",
  ):
      self.tenant_col = tenantCol
      self.user_col = userCol
      self.res_col = res_col
      self.component_col_name = componentColName
  
imports: import os
  from typing import List, Optional, Tuple
  from synapse.ml.cyber.anomaly.complement_access import ComplementAccessTransformer
  from synapse.ml.cyber.feature import indexers, scalers
  from synapse.ml.cyber.utils import spark_utils
  import numpy
  from pyspark import SQLContext
  from pyspark.ml import Estimator, Transformer
  from pyspark.ml.param.shared import Param, Params
  from pyspark.ml.recommendation import ALS
  from pyspark.sql import DataFrame, functions, types
label_desc: Use image node_id 1 to create a new ConnectedComponents object  with example: obj = ConnectedComponents(tenantCol, userCol, res_col, componentColName)