from lets_plot import *
LetsPlot.setup_html()

from IPython.display import SVG, Image, HTML

def plot(y_power, c_power, exponent_format):
    n = 10
    data = {
        'x': list(range(n)),
        'y': [(i + 1 + 0.025 * i) * 10**(y_power) for i in range(n)],
        'c': [i * 10**(c_power) for i in range(n)]
    }
    
    return ggplot(data, mapping=aes(x='x', y='y', fill='c')) + geom_bar(stat='identity') + theme(exponent_format=exponent_format)

def grid(y_power, c_power):
    p = gggrid([
        plot(y_power, c_power, 'e') + ggtitle(f"y_power={y_power}, c_power={c_power}, 'e'"), 
        plot(y_power, c_power, 'pow') + ggtitle(f"y_power={y_power}, c_power={c_power}, 'pow'")
    ]) 

    display(SVG(ggsave(p, "temp.svg")))

No exponent - same plots

grid(y_power=3, c_power=3)

Positive power - both plots uses si with e format, and superscript with pow

grid(y_power=7, c_power=7)

Low powers with diff sign - same plots

grid(y_power=-3, c_power=-3)

High negative power - e notation on both scales, with superscript

grid(y_power=-7, c_power=-7)

Low and high power - mixed regualr and si scales

grid(y_power=3, c_power=7)

High power with diff signs - mix of e and si notation with e format, but superscript for both with pow format

grid(y_power=-7, c_power=7)