mirror of
https://github.com/Richard-Sti/csiborgtools.git
synced 2024-10-18 20:15:05 +02:00
e08c741fc8
* Add periodic distances * Little corrections * Fix little bug * Modernise the script * Small updates * Remove clump * Add new halo routines * Fix weights * Modernise the script * Add check ups on convergence * More convergence check ups * Edit bounds * Add default argument * Update fit heuristic and NaNs * Change maxiter * Switch NFW minimization to log-sapce * Remove print statement * Turn convert_from_box abstract property required for all boxes. * Move files * Simplify script * Improve the argument parser * Remove optinal argument * Improve argument parser * Add a minimum concentration limit
83 lines
2.9 KiB
Python
83 lines
2.9 KiB
Python
# Copyright (C) 2022 Richard Stiskalek
|
|
# 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 calculate the auto-2PCF of CSiBORG catalogues.
|
|
"""
|
|
from argparse import ArgumentParser
|
|
from datetime import datetime
|
|
from distutils.util import strtobool
|
|
|
|
import joblib
|
|
import numpy
|
|
import yaml
|
|
from mpi4py import MPI
|
|
|
|
from taskmaster import work_delegation
|
|
from utils import open_catalogues
|
|
|
|
try:
|
|
import csiborgtools
|
|
except ModuleNotFoundError:
|
|
import sys
|
|
|
|
sys.path.append("../")
|
|
import csiborgtools
|
|
|
|
|
|
def do_auto(args, config, cats, nsim, paths):
|
|
tpcf = csiborgtools.clustering.Mock2PCF()
|
|
rvs_gen = csiborgtools.clustering.RVSinsphere(args.Rmax)
|
|
bins = numpy.logspace(
|
|
numpy.log10(config["rpmin"]), numpy.log10(config["rpmax"]),
|
|
config["nrpbins"] + 1,)
|
|
cat = cats[nsim]
|
|
|
|
pos = cat.position(in_initial=False, cartesian=True)
|
|
nrandom = int(config["randmult"] * pos.shape[0])
|
|
rp, wp = tpcf(pos, rvs_gen, nrandom, bins)
|
|
|
|
fout = paths.knnauto(args.simname, args.run, nsim)
|
|
joblib.dump({"rp": rp, "wp": wp}, fout)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
parser = ArgumentParser()
|
|
parser.add_argument("--run", type=str, help="Run name.")
|
|
parser.add_argument("--simname", type=str, choices=["csiborg", "quijote"],
|
|
help="Simulation name")
|
|
parser.add_argument("--nsims", type=int, nargs="+", default=None,
|
|
help="Indices of simulations to cross. If `-1` processes all simulations.") # noqa
|
|
parser.add_argument("--Rmax", type=float, default=155/0.705,
|
|
help="High-resolution region radius.")
|
|
parser.add_argument("--verbose", type=lambda x: bool(strtobool(x)),
|
|
default=False, help="Verbosity flag.")
|
|
args = parser.parse_args()
|
|
|
|
with open("./cluster_tpcf_auto.yml", "r") as file:
|
|
config = yaml.safe_load(file)
|
|
|
|
comm = MPI.COMM_WORLD
|
|
paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)
|
|
cats = open_catalogues(args, config, paths, comm)
|
|
|
|
if args.verbose and comm.Get_rank() == 0:
|
|
print(f"{datetime.now()}: starting to calculate the 2PCF statistic.")
|
|
|
|
def do_work(nsim):
|
|
return do_auto(args, config, cats, nsim, paths)
|
|
|
|
nsims = list(cats.keys())
|
|
work_delegation(do_work, nsims, comm)
|