[DOC] ImportError: cannot import name 'make_column_transformer' from 'cuml.preprocessing'

[amanlai]

When I try to run the following example code from the docs in Google Colab (Python 3.10, T4 GPU), I get an ImportError:

ImportError: cannot import name 'make_column_transformer' from 'cuml.preprocessing'

The code in question:

from cuml.preprocessing import StandardScaler, OneHotEncoder
from cuml.compose import make_column_transformer
from cuml.compose import make_column_selector
import cupy as cp
import cudf  
X = cudf.DataFrame({'city': ['London', 'London', 'Paris', 'Sallisaw'],
                   'rating': [5, 3, 4, 5]})  
ct = make_column_transformer(
      (StandardScaler(),
       make_column_selector(dtype_include=cp.number)),  # rating
      (OneHotEncoder(),
       make_column_selector(dtype_include=object)))  # city
ct.fit_transform(X)  

I installed rapids using the following command:

!git clone https://github.com/rapidsai/rapidsai-csp-utils.git
!python rapidsai-csp-utils/colab/pip-install.py