mirror of
https://github.com/Richard-Sti/csiborgtools.git
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57 lines
2 KiB
Python
57 lines
2 KiB
Python
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# Copyright (C) 2023 Richard Stiskalek
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# This program is free software; you can redistribute it and/or modify it
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# under the terms of the GNU General Public License as published by the
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# Free Software Foundation; either version 3 of the License, or (at your
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# option) any later version.
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#
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# This program is distributed in the hope that it will be useful, but
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# WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General
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# Public License for more details.
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#
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# You should have received a copy of the GNU General Public License along
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# with this program; if not, write to the Free Software Foundation, Inc.,
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# 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
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"""
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Script to iteratively load particles of a TNG simulation and construct the DM
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density field.
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"""
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from glob import glob
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from os.path import join
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import MAS_library as MASL
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import numpy as np
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from h5py import File
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from tqdm import trange
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if __name__ == "__main__":
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# Some parameters
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basepath = "/mnt/extraspace/rstiskalek/TNG300-1"
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snap = str(99).zfill(3)
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grid = 1024
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boxsize = 205000.0 # kpc/h
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mpart = 0.00398342749867548 * 1e10 # Msun/h, DM particles mass
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MAS = "PCS"
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# Get the snapshot files
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files = glob(join(basepath, "output", f"snapdir_{snap}", f"snap_{snap}.*"))
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print(f"Found {len(files)} snapshot files.")
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# Iterate over the snapshot files and construct the density field
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rho = np.zeros((grid, grid, grid), dtype=np.float32)
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for i in trange(len(files), desc="Reading snapshot files"):
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with File(files[i], 'r') as f:
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pos = f["PartType1/Coordinates"][...].astype(np.float32)
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MASL.MA(pos, rho, boxsize, MAS, verbose=False)
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# Convert to units h^2 Msun / kpc^3
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rho *= mpart / (boxsize / grid)**3
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# Save to file
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fname = join(basepath, "postprocessing", "density_field",
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f"rho_dm_{snap}_{grid}_{MAS}.npy")
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print(f"Saving to {fname}.", flush=True)
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np.save(fname, rho)
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