thm = theme(
panel_background=element_rect(fill='pink'),
plot_background=element_rect(fill='cyan')
)
def plots(polar=False):
df = {
'x': [0, 0, 1, 1, 1, 1, 2, 2, 2, 3, 3, 4],
'y': [0, 0, 0, 0, 0, 1, 1, 1, 2, 2, 3, 4],
}
insets = theme(panel_inset=[0, 50])
extreme = theme(panel_inset=[0, 250])
mar = ggmarginal('ltrb', layer=geom_density(), size=0.3)
vert = ggsize(400, 800)
fixed = coord_fixed()
p = ggplot(df, aes(x='x', y='y')) \
+ geom_point() \
+ ggsize(800, 400) \
+ thm
if polar:
p += coord_polar()
fixed = coord_polar(transform_bkgr=False)
p_fixed = p + fixed + ggtitle('fixed')
p_insets = p + insets + ggtitle('insets')
p_fixed_insets = p + fixed + insets + ggtitle('fixed + insets')
p_vert = p + vert + ggtitle('vert')
p_vert_fixed = p + vert + fixed + ggtitle('vert + fixed')
p_vert_insets = p + vert + insets + ggtitle('vert + insets')
p_vert_fixed_insets = p + vert + fixed + insets + ggtitle('vert + fixed + insets')
p_mar = p + mar + ggtitle('mar')
p_mar_fixed = p + mar + fixed + ggtitle(' mar + fixed')
p_mar_insets = p + mar + insets + ggtitle('mar + insets')
p_mar_fixed_insets = p + mar + fixed + insets + ggtitle('mar + fixed + insets')
p_mar_vert = p + mar + vert + ggtitle('mar + vert')
p_mar_vert_fixed = p + mar + vert + fixed + ggtitle('mar + vert + fixed')
p_mar_vert_insets = p + mar + vert + insets + ggtitle('mar + vert + insets')
p_mar_vert_fixed_insets = p + mar + vert + fixed + insets + ggtitle('mar + vert + fixed + insets')
p_extreme = p + extreme + ggtitle('exrteme_insets')
p_fixed_extreme = p + fixed + extreme + ggtitle('fixed + extreme')
p_vert_extreme = p + vert + extreme + ggtitle('vert + extreme')
p_vert_fixed_extreme = p + vert + fixed + extreme + ggtitle('vert + fixed + extreme')
p_mar_extreme = p + mar + extreme + ggtitle('exrteme_insets')
p_mar_fixed_extreme = p + mar + fixed + extreme + ggtitle('fixed + extreme')
p_mar_vert_extreme = p + mar + vert + extreme + ggtitle('vert + extreme')
p_mar_vert_fixed_extreme = p + mar + vert + fixed + extreme + ggtitle('vert + fixed + extreme')
return [
p, p_fixed, p_insets, p_fixed_insets,
p_vert, p_vert_fixed, p_vert_insets, p_vert_fixed_insets,
p_mar, p_mar_fixed, p_mar_insets, p_mar_fixed_insets,
p_mar_vert, p_mar_vert_fixed, p_mar_vert_insets, p_mar_vert_fixed_insets,
p_extreme, p_fixed_extreme, p_vert_extreme, p_vert_fixed_extreme,
p_mar_extreme, p_mar_fixed_extreme, p_mar_vert_extreme, p_mar_vert_fixed_extreme
]
for plot in plots(polar=True):
plot.show()