Dear All,
I am aware that this question has already been asked several times on 
the mailing list, see e.g.

http://bit.ly/aPzQTA

However, in the following snippet, nothing I tried has been able to 
reduce the amount of white space around the figure (including toying 
around with

ax = plt.axes([0.0, 0.0, 1.0, 1.0])
)
Of course, one can always resort to pdfcrop, but I believe there must be 
a better solution to resize the margins from matplotlib.
Please see the snippet at the end of the email.
Every suggestion is welcome.
Cheers

Lorenzo


##############################################################################3

#!/usr/bin/env python
"""
See pcolor_demo2 for a much faster way of generating pcolor plots
"""
from __future__ import division
from pylab import *

from matplotlib import rc


def func3(x,y):
    return (1- x/2 + x**5 + y**3)*exp(-x**2-y**2)


def func4(x,y):
    theta=arcsin(y)
    return cos(theta)

def func5(x,y):

    return abs(sin(y))

def func6(x,y):

    return abs(cos(y))


# make these smaller to increase the resolution
dx, dy = 0.0025, 0.0025

# x = arange(-1.0, 1.0, dx)
# y = arange(-1.0, 1.0, dy)

x = arange(-pi, pi, dx)
y = arange(-pi, pi, dy)


print("x is, " )

print (x)

X,Y = meshgrid(x, y)

Z = func6(X, Y)

# print "Z is, ", Z


ini=pi/2.+0.5




fig = plt.figure(figsize=(6,6))

ax = fig.add_subplot(111)

ax.axis('off')


figtext(.55, .8,r'${\bf J}^\perp$', fontdict=None,fontsize=30)


im = imshow(Z,cmap=cm.jet, extent=(-pi, pi, -pi, pi))
im.set_interpolation('bilinear')

im.set_clip_path(Circle((0,0),pi/2., transform=ax.transData))


# ax = plt.axes([0.0, 0.0, 1.0, 1.0]) # leaves no white space around the 
axes


annotate("", xy=(-pi/2., 0), xytext=(-ini, 0), arrowprops=dict(fc="g"))
annotate("", xy=(-pi/2., .2), xytext=(-ini, .2), arrowprops=dict(fc="g"))
annotate("", xy=(-pi/2., -.2), xytext=(-ini, -.2), arrowprops=dict(fc="g"))

annotate("", xy=(-pi/2., .4), xytext=(-ini, .4), arrowprops=dict(fc="g"))
annotate("", xy=(-pi/2., -.4), xytext=(-ini, -.4), arrowprops=dict(fc="g"))


annotate("", xy=(-pi/2., .6), xytext=(-ini, .6), arrowprops=dict(fc="g"))
annotate("", xy=(-pi/2., -.6), xytext=(-ini, -.6), arrowprops=dict(fc="g"))
annotate("", xy=(-pi/2., .8), xytext=(-ini, .8), arrowprops=dict(fc="g"))
annotate("", xy=(-pi/2., -.8), xytext=(-ini, -.8), arrowprops=dict(fc="g"))


annotate("", xy=(-pi/2., 1), xytext=(-ini, 1), arrowprops=dict(fc="g"))
annotate("", xy=(-pi/2., -1), xytext=(-ini, -1), arrowprops=dict(fc="g"))

annotate("", xy=(-pi/2., 1.2), xytext=(-ini, 1.2), arrowprops=dict(fc="g"))
annotate("", xy=(-pi/2., -1.2), xytext=(-ini, -1.2), 
arrowprops=dict(fc="g"))

annotate("", xy=(-pi/2., 1.4), xytext=(-ini, 1.4), arrowprops=dict(fc="g"))
annotate("", xy=(-pi/2., -1.4), xytext=(-ini, -1.4), 
arrowprops=dict(fc="g"))



annotate("", xy=(pi/2., 0), xytext=(ini, 0), arrowprops=dict(fc="g"))
annotate("", xy=(pi/2., .2), xytext=(ini, .2), arrowprops=dict(fc="g"))
annotate("", xy=(pi/2., -.2), xytext=(ini, -.2), arrowprops=dict(fc="g"))


annotate("", xy=(pi/2., .4), xytext=(ini, .4), arrowprops=dict(fc="g"))
annotate("", xy=(pi/2., -.4), xytext=(ini, -.4), arrowprops=dict(fc="g"))


annotate("", xy=(pi/2., .6), xytext=(ini, .6), arrowprops=dict(fc="g"))
annotate("", xy=(pi/2., -.6), xytext=(ini, -.6), arrowprops=dict(fc="g"))
annotate("", xy=(pi/2., .8), xytext=(ini, .8), arrowprops=dict(fc="g"))
annotate("", xy=(pi/2., -.8), xytext=(ini, -.8), arrowprops=dict(fc="g"))


annotate("", xy=(pi/2., 1), xytext=(ini, 1), arrowprops=dict(fc="g"))
annotate("", xy=(pi/2., -1), xytext=(ini, -1), arrowprops=dict(fc="g"))

annotate("", xy=(pi/2., 1.2), xytext=(ini, 1.2), arrowprops=dict(fc="g"))
annotate("", xy=(pi/2., -1.2), xytext=(ini, -1.2), arrowprops=dict(fc="g"))

annotate("", xy=(pi/2., 1.4), xytext=(ini, 1.4), arrowprops=dict(fc="g"))
annotate("", xy=(pi/2., -1.4), xytext=(ini, -1.4), arrowprops=dict(fc="g"))


# annotate("", xy=( -1.4, -pi/2), xytext=(-1.4,ini), 
arrowprops=dict(fc="g"))


annotate("", xy=(0., ini+1.), xytext=(0, -ini), arrowprops=dict(fc="black"))



ax.annotate('', xy=(-.3, 2.4),  xycoords='data',
                 xytext=(-.4, 2.2), # textcoords='offset points',
                 arrowprops=dict(arrowstyle="->",
 
connectionstyle="angle3,angleA=0,angleB=-10"),
                 )



savefig("first-plot.pdf")

clf()


------------------------------------------------------------------------------
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