feat: add ids and sample argument to plotting functions

[baggiponte]

1. Adds boundary checks to all entity_col, time_col, target_col tuple unpacking.
2. Also accept LazyFrames with:
   • [x] plot_panel
   • [ ] plot_forecasts
   • [ ] plot_backtests
   • [ ] plot_residuals
   • [ ] plot_comet
   • [ ] plot_fva
3. add the ids, sample params to:
   • [x] plot_panel
   • [ ] plot_forecasts
   • [ ] plot_backtests
   • [ ] plot_residuals
   • [ ] plot_comet
   • [ ] plot_fva

Also, I made plotting.py a module and added a _utils.py private submodule since plotting functions (without utilities) are >400 LoCs.

TODO:

• [ ] test whether the same seed can yield the same sample IDs across more plot_* functions
• [ ] do we want a rank param too that sorts the columns by a certain ranking function available in our evaluation module? I think we might be violating the S in SOLID.

Closes: #75 Supersedes #79

[vercel[bot]]

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[baggiponte]

Conflits on main, close and reopen (sorry).