csiborgtools/scripts/match_all.py
2023-08-08 11:46:56 +01:00

100 lines
2.8 KiB
Python

# This program is free software; you can redistribute it and/or modify it
# under the terms of the GNU General Public License as published by the
# Free Software Foundation; either version 3 of the License, or (at your
# option) any later version.
#
# This program is distributed in the hope that it will be useful, but
# WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General
# Public License for more details.
#
# You should have received a copy of the GNU General Public License along
# with this program; if not, write to the Free Software Foundation, Inc.,
# 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
"""A script to match all IC pairs of a simulation."""
from argparse import ArgumentParser
from distutils.util import strtobool
from itertools import combinations
from random import Random
from mpi4py import MPI
from taskmaster import work_delegation
from match_singlematch import pair_match
try:
import csiborgtools
except ModuleNotFoundError:
import sys
sys.path.append("../")
import csiborgtools
def get_combs(simname):
"""
Get the list of all pairs of IC indices and permute them with a fixed
seed.
Parameters
----------
simname : str
Simulation name.
Returns
-------
combs : list
List of pairs of simulations.
"""
paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)
combs = list(combinations(paths.get_ics(simname), 2))
Random(42).shuffle(combs)
return combs
def main(comb, simname, min_logmass, sigma, verbose):
"""
Match a pair of simulations.
Parameters
----------
comb : tuple
Pair of simulation IC indices.
simname : str
Simulation name.
min_logmass : float
Minimum log halo mass.
sigma : float
Smoothing scale in number of grid cells.
verbose : bool
Verbosity flag.
Returns
-------
None
"""
nsim0, nsimx = comb
pair_match(nsim0, nsimx, simname, min_logmass, sigma, verbose)
if __name__ == "__main__":
parser = ArgumentParser()
parser.add_argument("--simname", type=str, required=True,
help="Simulation name.", choices=["csiborg", "quijote"])
parser.add_argument("--min_logmass", type=float, required=True,
help="Minimum log halo mass.")
parser.add_argument("--sigma", type=float, default=0,
help="Smoothing scale in number of grid cells.")
parser.add_argument("--verbose", type=lambda x: bool(strtobool(x)),
default=False, help="Verbosity flag.")
args = parser.parse_args()
combs = get_combs()
def _main(comb):
main(comb, args.simname, args.min_logmass, args.sigma, args.verbose)
work_delegation(_main, combs, MPI.COMM_WORLD)