Performance test

[jomey]

Compare database performance between the old and new schema

[micah-prime]

API reference
https://snowexsql.readthedocs.io/en/latest/gallery/api_intro_example.html
https://snowexsql.readthedocs.io/en/latest/gallery/api_plot_pit_density_example.html