Add external margins with constrained layout?

Question

When generating a figure to save to a pdf file, I'd like to adjust the positioning of the figure relative to the edges of the page, for example to add an inch margin along all sides. As far as I can tell, the solutions to do this (for example, in this question) either:

don't work with constrained_layout mode -- applying plt.subplots_adjust() after creating the figure but prior to fig.savefig() messes up the constrained layout
don't actually quantitatively adjust the positioning of the figure -- adding bbox_inches="tight" or pad=-1 don't seem to do anything meaningful

Is there a straightforward way to adjust external margins of a constrained layout figure?

For example:

fig = plt.figure(constrained_layout=True, figsize=(11, 8.5))

page_grid = gridspec.GridSpec(nrows=2, ncols=1, figure=fig)

# this doesn't appear to do anything with constrained_layout=True
page_grid.update(left=0.2, right=0.8, bottom=0.2, top=0.8)

top_row_grid = gridspec.GridSpecFromSubplotSpec(1, 3, subplot_spec=page_grid[0])
for i in range(3):
    ax = fig.add_subplot(top_row_grid[:, i], aspect="equal")

n_bottom_row_plots = 10
qc_grid = gridspec.GridSpecFromSubplotSpec(1, n_bottom_row_plots, subplot_spec=page_grid[1])
for i, metric in enumerate(range(n_bottom_row_plots)):
    ax = fig.add_subplot(qc_grid[:, i])
    plt.plot(np.arange(5), np.arange(5))

fig.suptitle("my big label", fontweight="bold", fontsize="x-large", y=0.9)

# this ruins the constrained layout
# plt.subplots_adjust(left=0.2,right=0.8, bottom=0.2, top=0.8)

fig.savefig("temp.png", facecolor="coral")

Yields the following (I'd like to see more coral around the edges!):

user_14214409 · Answer

Have you tried using the constrained layout padding option?

fig.set_constrained_layout_pads(w_pad=4./72., h_pad=4./72.,
            hspace=0./72., wspace=0./72.)

While this might help with spacing, the constrained layout will restrict the amount of object that you can add to the defined space.

''' Here is the modified code '''

import matplotlib.pyplot as plt
import matplotlib.colors as mcolors
import matplotlib.gridspec as gridspec
import numpy as np


fig = plt.figure(constrained_layout=True, figsize=(11, 8.5))
fig.set_constrained_layout_pads(w_pad=2./12., h_pad=4./12.,
            hspace=0., wspace=0.)
page_grid = gridspec.GridSpec(nrows=2, ncols=1, figure=fig)

fig.suptitle("My BIG Label", fontweight="bold", fontsize="x-large", y=0.98)


# this doesn't appear to do anything with constrained_layout=True
page_grid.update(left=0.2, right=0.8, bottom=0.2, top=0.8)

top_row_grid = gridspec.GridSpecFromSubplotSpec(1, 3, subplot_spec=page_grid[0])
for i in range(3):
    ax = fig.add_subplot(top_row_grid[:, i], aspect="equal")

n_bottom_row_plots = 10
qc_grid = gridspec.GridSpecFromSubplotSpec(1, n_bottom_row_plots, subplot_spec=page_grid[1])
for i, metric in enumerate(range(n_bottom_row_plots)):
    ax = fig.add_subplot(qc_grid[:, i])
    plt.plot(np.arange(5), np.arange(5))


# this ruins the constrained layout
# plt.subplots_adjust(left=0.2,right=0.8, bottom=0.2, top=0.8)

fig.savefig("temp.png", facecolor="coral")

user_5855131 · Answer

If you want to achieve more flexibility, I personally dont recommend using constrained layout and specifying [left, right, bottom, top] together. Either specify the margin by yourself, or let matplotlib contrained layout do the rearangement for you. For more space between axes for placing texts and labels, just use hspace and wspace to adjust.

If I want more margin from both sides, and have enough space for axes labels, tick labels, and some texts. I do the following way.

fig = plt.figure(figsize=(11, 8.5), facecolor='coral')
# you code already has this
left, right, bottom, top = [0.1, 0.95, 0.1, 0.5]
# You can specify wspace and hspace to hold axes labels and some other texts.
wspace = 0.25
hspace = 0.1

nrows=1
ncols=3
gs1 = fig.add_gridspec(nrows=1, ncols=3, left=left, right=right, bottom=0.6, 
top=0.9, wspace=wspace, hspace=hspace)
axes1 = [fig.add_subplot(gs1[row, col]) for row in range(nrows) for col in 
range(ncols)]

nrows=1
ncols=10
# this grid have larger wspace than gs1
gs2 = fig.add_gridspec(nrows=1, ncols=ncols, left=left, right=right, 
bottom=0.1, top=top, wspace=0.6, hspace=hspace)
axes2 = [fig.add_subplot(gs2[row, col]) for row in range(nrows) for col in 
range(ncols)]

Add external margins with constrained layout?

2 Answers