def plot(self, title='', axes=None, fignum=30, ait_kw={}, **kwargs):
""" make an AIT skyplot from the array
title : string
set the figure title
ait_kw : dict
to set kwargs for image.AIT, perhaps pixelsize
Other args passed to imshow, for example norm: to make a log plot,
from matplotlib.colors import LogNorm
plot(norm=LogNorm(vmin=1,vmax=10))
It returns a image.AIT object, which has a colorbar member that can be adjusted.
"""
cbtext = kwargs.pop('cbtext', '')
ait_kw.update(cbtext=cbtext)
band = Band(self.nside)
def skyplotfun(v):
skydir = SkyDir(Hep3Vector(v[0], v[1], v[2]))
return self(skydir)
if axes is None:
plt.close(fignum)
fig = plt.figure(fignum, figsize=(12, 6))
axes = plt.gca()
ait = image.AIT(PySkyFunction(skyplotfun), axes=axes, **ait_kw)
ait.imshow(title=title, **kwargs)
return ait
def skyplot(crec, title='', axes=None, fignum=30, ait_kw={}, **kwargs):
""" make an AIT skyplot of a HEALpix array
crec : array
must be sorted according to the HEALpix index
title : string
set the figure title
ait_kw : dict
to set kwargs for image.AIT, perhaps pixelsize
Other args passed to imshow
"""
n = len(crec)
nside = int(np.sqrt(n/12))
assert n==12*nside**2, 'wrong length to be healpix array'
band = Band(nside)
def skyplotfun(v):
skydir = SkyDir(Hep3Vector(v[0],v[1],v[2]))
index = band.index(skydir)
return crec[index]
if axes is None:
plt.close(fignum)
fig = plt.figure(fignum, figsize=(12,6))
ait=image.AIT(PySkyFunction(skyplotfun) ,axes=axes, **ait_kw)
ait.imshow(title=title, **kwargs)
return ait
def fill_ait(self,
fignum=11,
axes=None,
show_kw={},
source_kw={},
figwidth=12,
margin=0.15,
**kwargs):
if axes is None:
# set up a figure for 2x1 image with equal margins
plt.close(fignum)
figheight = figwidth * (1. + 2 * margin) / (1 + margin) / 2.
fig = plt.figure(fignum, figsize=(figwidth, figheight))
axes = plt.gca()
plt.subplots_adjust(left=0.05,
right=0.95) #gives reasonable equal margins
pixelsize = kwargs.pop('pixelsize', 0.25)
ait = image.AIT(self.get_pyskyfun(),
axes=axes,
pixelsize=pixelsize,
**kwargs)
self.imgplot = ait.imshow(**show_kw)
ait.axes.set_autoscale_on(False)
if self.sources is not None:
sdirs = map(SkyDir, self.sources.ra, self.sources.dec)
ait.plot(sdirs, **source_kw)
print 'found %d sources to plot' % len(sdirs)
plt.draw_if_interactive()
return ait
def show(self, title=None, scale='log', **kwargs):
"""make an AIT image for testing
"""
from uw.utilities import image
vmin = kwargs.pop('vmin', None)
vmax = kwargs.pop('vmax', None)
ait = image.AIT(self, **kwargs)
ait.imshow(title=self.name if title is None else title, scale=scale, vmin=vmin, vmax=vmax)
return ait.axes.figure
def fill_ait(self, fignum=11, axes=None, show_kw={}, **kwargs):
if axes is None:
plt.close(fignum)
fig=plt.figure(fignum, figsize=(12,8));
axes=fig.gca()
pixelsize = kwargs.pop('pixelsize', 0.25)
ait = image.AIT(self.get_pyskyfun(),axes=axes, pixelsize=pixelsize, **kwargs)
self.imgplot=ait.imshow(**show_kw)
return ait