EDA Toolkit 0.0.15

Scatter Plot Function Updates

Avoid In-Place Modification of exclude_combinations

This addresses an issue where the scatter_fit_plot function modifies the exclude_combinations parameter in-place, causing errors when reused in subsequent calls.

Changes Made

• Create a local copy of exclude_combinations for normalization instead of modifying the input directly:

  exclude_combinations_normalized = {tuple(sorted(pair)) for pair in exclude_combinations}

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Improve Progress Tracking and Resolve Last Plot Saving Issue

1. Separate Progress Bars for Grid Plot:

   • Added a tqdm progress bar to track the rendering of subplots in the grid.
   • Introduced a second tqdm progress bar to handle the saving step of the entire grid plot.

2. Fix for Last Plot Saving with save_plots="all":

   • Ensured individual plots and the grid plot are saved independently without overlap or interference.
   • Addressed an issue where the last individual plot was incorrectly saved or overwritten.

3. Accurate Updates and Feedback:

   • Progress bars now provide clear updates for rendering and saving stages, avoiding any hanging or delays.

Updated tqdm saving logic in scatter_fit_plot

• Refactored tqdm progress bar in scatter_fit_plot to track the overall plot-saving process, covering both individual and grid plots.
• Updated tqdm progress bar description in scatter_fit_plot to use universal phrasing: "Saving scatter plot(s)."
• Ensured consistency for singular or multiple plot-saving scenarios in progress tracking.