I am working on a minimal extension to a piece of code.
I have a make_fig
function that used to produce just one figure, which I would call as fig
in the lots of other fuctions then save it as fig.savefig
.
In the extension, make_fig
now returns a tuple of figures. So, to save them all, I would now need need something like:
fig = make_fig
for f in fig:
f.savefig
I was hoping for a more elegant solution, one that does not require a for loop to be added anywhere make_fig
appears.
Can I somehow modify the a.savefig
method so that it does its normal function if a
is a matplotlib.pytplot
instance, and does the for loop thing above if it's a tuple?
MWE below.
d = 1
is the "old" code, d=2
is the extension I want to add.
import matplotlib.pyplot as plt
def make_fig(d):
if d==1:
fig, ax = plt.subplots(1)
elif d==2:
fig1, ax = plt.subplots(1)
fig2, ax = plt.subplots(1)
fig = (fig1, fig2)
else:
raise Exception('error')
return fig
d=2
fig = make_fig(d)
fig.savefig('hello.png')
Simply implement your own savefig
function that can handle both cases.
from collections.abc import Iterable
def savefig(filename, fig):
if not isinstance(fig, Iterable):
fig = (fig,)
for i, f in enumerate(fig):
f.savefig(f'{filename}_{i}.jpg')
fig = make_fig(1)
savefig('test1', fig)
fig = make_fig(2)
savefig('test2', fig)
After execution, we have test1_0.jpg
, test2_0.jpg
and test2_1.jpg
.
As an alternative to the if
check, you can use the EAFP approach:
def savefig(filename, fig):
try:
fig.savefig(filename)
except AttributeError:
for i, f in enumerate(fig):
f.savefig(f'{filename}_{i}.jpg')