Cannot plot PNG figures with Jupyter

[sarahmish]

Environment Details

Please indicate the following details about the environment in which you found the bug:

• SDMetrics version: 0.24.0
• Python version: 3.10.19
• Operating System: macos 14.6.1

Error Description

I want to make my plotly figures in PNG format, using fig.show(render='png') or

import plotly.io as pio
pio.renderers.default = 'png'

However, my plots are still using iframe renderer.

Steps to reproduce

from sdv.evaluation.single_table import get_column_plot

fig = get_column_plot(
    real_data=real_data,
    synthetic_data=synthetic_data,
    column_name='room_rate',
    metadata=metadata
)

fig.show(render='png')

produced plot is in iframe format instead of being a static png image

Additional context

This issue is probably related to how sdmetrics always makes the default renderer as iframe when we are using an ipython interactive shell.

SDMetrics/sdmetrics/visualization.py

Lines 33 to 35 in 36c7695

	if 'ZMQInteractiveShell' in ipython_interpreter and 'iframe' in renderers:
	# This means we are using jupyter notebook
	pio.renderers.default = 'iframe'