Intersection between MOCs¶
[1]:
import matplotlib.pyplot as plt
from astropy.visualization.wcsaxes.frame import EllipticalFrame
from astropy.wcs import WCS
from mocpy import MOC
[2]:
aitoff = WCS(
{
"naxis": 2,
"naxis1": 324,
"naxis2": 162,
"crpix1": 162.5,
"crpix2": 81.5,
"cdelt1": -1,
"cdelt2": 1,
"ctype1": "RA---AIT",
"ctype2": "DEC--AIT",
},
)
Let’s start by loading a local MOC and plotting it
[3]:
%%time
m1 = MOC.from_fits("../resources/P-SDSS9-r.fits")
CPU times: user 6.28 ms, sys: 2.39 ms, total: 8.67 ms
Wall time: 10.9 ms
Now, we load MOC for GALEX GR6 AIS FUV:
[4]:
%%time
m2 = MOC.from_fits("../resources/P-GALEXGR6-AIS-FUV.fits")
CPU times: user 2.32 ms, sys: 1.13 ms, total: 3.45 ms
Wall time: 2.92 ms
[5]:
fig = plt.figure(111)
ax = fig.add_subplot(1, 1, 1, projection=aitoff, frame_class=EllipticalFrame)
%time m1.fill(ax=ax, wcs=aitoff, alpha=0.5, fill=True, color="green")
%time m2.fill(ax=ax, wcs=aitoff, alpha=0.5, fill=True, color="dodgerblue")
ax.set_aspect(1.0)
plt.xlabel("ra")
plt.ylabel("dec")
plt.grid(color="black", linestyle="dotted")
CPU times: user 113 ms, sys: 16.4 ms, total: 129 ms
Wall time: 111 ms
CPU times: user 111 ms, sys: 8.04 ms, total: 119 ms
Wall time: 109 ms
We can compute the intersection between the 2 MOC:
[6]:
m_intersect = m1.intersection(m2)
fig = plt.figure(111)
ax = fig.add_subplot(1, 1, 1, projection=aitoff, frame_class=EllipticalFrame)
%time m_intersect.fill(ax=ax, wcs=aitoff, alpha=0.5, fill=True, color="y")
%time m_intersect.border(ax=ax, wcs=aitoff, alpha=0.5, fill=True, color="black")
ax.set_aspect(1.0)
plt.xlabel("ra")
plt.ylabel("dec")
plt.grid(color="black", linestyle="dotted")
CPU times: user 108 ms, sys: 16.8 ms, total: 124 ms
Wall time: 105 ms
CPU times: user 48 ms, sys: 2.06 ms, total: 50.1 ms
Wall time: 47.7 ms
And serialize it to FITS (official serialization):
[7]:
%time hdulist = m_intersect.serialize(format='fits')
CPU times: user 3.83 ms, sys: 693 µs, total: 4.52 ms
Wall time: 4.6 ms
MOC can also be serialized in JSON
[8]:
m_intersect.serialize(format="json")
[8]:
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'13': []}
Or write it directly to a FITS/JSON file:
[9]:
m_intersect.save(path="/tmp/moc", overwrite=True, format='fits')