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Small changes on Flamingos-2 Tutorial and added script for image the …
…final stack image used in it.
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68 changes: 68 additions & 0 deletions
68
geminidr/doc/tutorials/F2Img-DRTutorial/savefig/display_flamingos2_stack.py
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#!/usr/bin/env python | ||
""" | ||
Script created to generate a PNG file of the final stack produced during the | ||
Flamingos-2 Tutorial | ||
""" | ||
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import astrodata | ||
import gemini_instruments | ||
import numpy as np | ||
import os | ||
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from astropy import visualization, wcs | ||
from copy import copy | ||
from matplotlib import pyplot as plt | ||
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def main(): | ||
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filename = get_stack_filename() | ||
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ad = astrodata.open(filename) | ||
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data = ad[0].data | ||
mask = ad[0].mask | ||
header = ad[0].hdr | ||
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masked_data = np.ma.masked_where(mask, data, copy=True) | ||
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palette = copy(plt.cm.viridis) | ||
palette.set_bad('gray') | ||
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norm_factor = visualization.ImageNormalize( | ||
masked_data, | ||
stretch=visualization.LinearStretch(), | ||
interval=visualization.ZScaleInterval(), | ||
) | ||
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fig, ax = plt.subplots(subplot_kw={'projection': wcs.WCS(header)}) | ||
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ax.imshow(masked_data, | ||
cmap=palette, | ||
vmin=norm_factor.vmin, | ||
vmax=norm_factor.vmax) | ||
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ax.set_title(os.path.basename(filename)) | ||
ax.set_xticklabels([]) | ||
ax.set_yticklabels([]) | ||
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fig.savefig(filename.replace('.fits', '.png')) | ||
plt.show() | ||
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def get_stack_filename(): | ||
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import argparse | ||
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parser = argparse.ArgumentParser() | ||
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parser.add_argument('filename', type=str, | ||
help='Path to the stack fits file') | ||
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args = parser.parse_args() | ||
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return args.filename | ||
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if __name__ == main(): | ||
main() |