Created
September 16, 2022 15:00
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import os | |
os.environ["QT_QPA_PLATFORM"] = "wayland" | |
from tqdm import tqdm | |
from pathlib import Path | |
from itertools import groupby | |
import numpy as np | |
import sunpy.map | |
from sunpy.coordinates import Helioprojective | |
import matplotlib.pyplot as plt | |
from reproject import reproject_interp | |
from reproject.mosaicking import reproject_and_coadd | |
files = list(sorted(Path("/home/stuart/Downloads/L2/20220402/").glob("*.fits"))) | |
# Split out the tile number from the filename. | |
# It's almost certainly cleaner to get this out of the header, but I was being lazy. | |
tiled_files = {k: list(v) for k, v in (groupby(files, lambda k: int(str(k).split("-")[1].split("_")[0][0])))} | |
# Which tile do we reproject all the others to? | |
reference_index = 3 | |
stiched_maps = [] | |
for tiles in tqdm(list(zip(*tiled_files.values()))[:50:10]): | |
maps = sunpy.map.Map(tiles) | |
with Helioprojective.assume_spherical_screen(center=maps[reference_index].observer_coordinate): | |
data, footpoint = reproject_and_coadd(maps, | |
maps[reference_index].wcs, | |
shape_out=np.array(maps[reference_index].data.shape)*2, | |
reproject_function=reproject_interp) | |
output_map = sunpy.map.Map(data, maps[reference_index].wcs) | |
output_map.meta = maps[reference_index].meta | |
stiched_maps.append(output_map) | |
seq = sunpy.map.Map(stiched_maps, sequence=True) | |
fig = plt.figure(figsize=(10,10)) | |
ani = seq.peek(fig=fig) | |
plt.show() |
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this makes me so happy how straight forward it looks