`_row_plots`

Grouped row-layout plotting helper from _plotting/_row_plots.py.

This module currently exposes a single function:

plot_columns

`plot_columns`

Use plot_columns(...) to render a one-row panel of grouped bar plots with swarm overlays from a plain DataFrame.

Full signature

def plot_columns(df,columns2plot,columns2plot_titles,y_groupby,figsize,sharex,sharey):

import adata_science_tools as adtl

adtl.plot_columns(
    df=df,
    columns2plot=["Age", "CRP", "Albumin"],
    columns2plot_titles=["Age", "CRP", "Albumin"],
    y_groupby="Outcome",
    figsize=(18, 6),
    sharex=False,
    sharey=True,
)

Important behavior

Input is a plain DataFrame.
columns2plot and columns2plot_titles are matched positionally.
y_groupby is used as the grouping variable on the y-axis in every subplot.
Each subplot uses sns.barplot(...) plus a sns.swarmplot(...) overlay.
The color palette comes from adata_science_tools._plotting.palettes.godsnot_102.
The function calls plt.tight_layout() while building the figure.

Return behavior

The current implementation does not explicitly return the figure or axes. Treat it as a plotting side-effect helper.

Coverage note

There do not appear to be direct tests for this module in tests/.