Visualization functions are resulting in a FutureWarning

[npatki]

Environment Details

• SDV version: 1.37.4

Error Description

Whenever I use the visualizations functions listed in this page, I see many FutureWarnings that are printed out. The warnings don't really make sense because I'm not trying to actually run any reports -- I'm just trying to visualize the data.

Steps to reproduce

First install SDV community.

pip install sdv

Then run the following code in Python:

from sdv.datasets.demo import download_demo
from sdv.evaluation.multi_table import get_column_plot

data, metadata = download_demo(
    modality='multi_table',
    dataset_name='fake_hotels')

fig = get_column_plot(
    real_data=data,
    synthetic_data=None,
    metadata=metadata,
    table_name='guests',
    column_name='amenities_fee'
)
    
fig.show()

Output:

/usr/local/lib/python3.12/dist-packages/sdv/evaluation/multi_table.py:6: FutureWarning: The multi table diagnostic report is deprecated. Please use the DiagnosticReport from 'sdmetrics.reports' instead.
  from sdmetrics.reports.multi_table.diagnostic_report import DiagnosticReport
/usr/local/lib/python3.12/dist-packages/sdv/evaluation/multi_table.py:7: FutureWarning: The multi table quality report is deprecated. Please use the QualityReport from 'sdmetrics.reports' instead.
  from sdmetrics.reports.multi_table.quality_report import QualityReport
/usr/local/lib/python3.12/dist-packages/sdv/evaluation/single_table.py:6: FutureWarning: The single table diagnostic report is deprecated. Please use the DiagnosticReport from 'sdmetrics.reports' instead.
  from sdmetrics.reports.single_table.diagnostic_report import DiagnosticReport
/usr/local/lib/python3.12/dist-packages/sdv/evaluation/single_table.py:7: FutureWarning: The single table quality report is deprecated. Please use the QualityReport from 'sdmetrics.reports' instead.
  from sdmetrics.reports.single_table.quality_report import QualityReport

Additional Context

It appears there's a blanket warning on anything from the sdv.evaluation.single_table and sdv.evaluation.multi_table modules, which isn't right. Only the run_diagnostic and evaluate_quality functions from these pathways should result in a FutureWarning.

Other functions inside these modules (such as the visualization utilities) still use this pathway.