During fit, there is a FutureWarning (due to RDT 1.5.0)

[npatki]

Environment Details

• SDV version: 1.1.0
• RDT version: 1.5.0

Error Description

The latest version of RDT (1.5.0) has deprecated the parameter model_missing_values and is instead using a new parameter missing_value_generation.

In the latest version of SDV (1.1.0), we are using the older parameter name somewhere in the code, so there is a FutureWarning being thrown out.

Steps to reproduce

Install latest versions of SDV and RDT libraries

%pip install rdt==1.5.0
%pip install sdv==1.1.0

Run the demo code

from sdv.datasets.demo import download_demo
from sdv.single_table import GaussianCopulaSynthesizer

data, metadata = download_demo(
    modality='single_table',
    dataset_name='fake_hotel_guests'
)

synthesizer = GaussianCopulaSynthesizer(metadata)
synthesizer.fit(data)

Observe the warning

/usr/local/lib/python3.10/dist-packages/rdt/transformers/base.py:132: FutureWarning: Future versions of RDT 
will not support the 'model_missing_values' parameter. Please switch to using the 'missing_value_generation' 
parameter to select your strategy.
  warnings.warn(