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Add lower and upper limits

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This commit is contained in:
rstiskalek 2023-07-31 20:13:10 +01:00
parent f6ad3b152d
commit f21abc28e7
1 changed files with 18 additions and 11 deletions
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29
scripts/fit_hmf.py
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@ -59,12 +59,12 @@ def get_counts(nsim, bins, paths, parser_args):
if simname == "csiborg": if simname == "csiborg":
cat = csiborgtools.read.CSiBORGHaloCatalogue( cat = csiborgtools.read.CSiBORGHaloCatalogue(
nsim, paths, bounds=bounds, load_initial=False) nsim, paths, bounds=bounds, load_fitted=False, load_initial=False)
logmass = numpy.log10(cat["totpartmass"]) logmass = numpy.log10(cat["fof_totpartmass"])
counts = csiborgtools.fits.number_counts(logmass, bins) counts = csiborgtools.fits.number_counts(logmass, bins)
elif simname == "quijote": elif simname == "quijote":
cat0 = csiborgtools.read.QuijoteHaloCatalogue(nsim, paths, nsnap=4, cat0 = csiborgtools.read.QuijoteHaloCatalogue(
load_initial=False) nsim, paths, nsnap=4, load_fitted=False, load_initial=False)
nmax = int(cat0.box.boxsize // (2 * parser_args.Rmax))**3 nmax = int(cat0.box.boxsize // (2 * parser_args.Rmax))**3
counts = numpy.full((nmax, len(bins) - 1), numpy.nan, counts = numpy.full((nmax, len(bins) - 1), numpy.nan,
dtype=numpy.float32) dtype=numpy.float32)
@ -74,8 +74,8 @@ def get_counts(nsim, bins, paths, parser_args):
logmass = numpy.log10(cat["group_mass"]) logmass = numpy.log10(cat["group_mass"])
counts[nobs, :] = csiborgtools.fits.number_counts(logmass, bins) counts[nobs, :] = csiborgtools.fits.number_counts(logmass, bins)
elif simname == "quijote_full": elif simname == "quijote_full":
cat = csiborgtools.read.QuijoteHaloCatalogue(nsim, paths, nsnap=4, cat = csiborgtools.read.QuijoteHaloCatalogue(
load_initial=False) nsim, paths, nsnap=4, load_fitted=False, load_initial=False)
logmass = numpy.log10(cat["group_mass"]) logmass = numpy.log10(cat["group_mass"])
counts = csiborgtools.fits.number_counts(logmass, bins) counts = csiborgtools.fits.number_counts(logmass, bins)
else: else:
@ -91,11 +91,14 @@ if __name__ == "__main__":
parser = ArgumentParser() parser = ArgumentParser()
parser.add_argument("--simname", type=str, parser.add_argument("--simname", type=str,
choices=["csiborg", "quijote", "quijote_full"], choices=["csiborg", "quijote", "quijote_full"],
help="Simulation name") help="Simulation name.")
parser.add_argument("--nsims", type=int, nargs="+", default=None, parser.add_argument("--nsims", type=int, nargs="+", default=None,
help="Indices of simulations to cross. If `-1` processes all simulations.") # noqa help="Indices of simulations to cross. If `-1` all .")
parser.add_argument("--Rmax", type=float, default=155/0.705, parser.add_argument(
help="High-resolution region radius. Ignored for `quijote_full`.") # noqa "--Rmax", type=float, default=155,
help="High-resolution region radius. Ignored for `quijote_full`.")
parser.add_argument("--lims", type=float, nargs="+", default=[11., 16.],
help="Mass limits in Msun / h.")
parser.add_argument("--bw", type=float, default=0.2, parser.add_argument("--bw", type=float, default=0.2,
help="Bin width in dex.") help="Bin width in dex.")
parser.add_argument("--verbose", type=lambda x: bool(strtobool(x)), parser.add_argument("--verbose", type=lambda x: bool(strtobool(x)),
@ -104,7 +107,11 @@ if __name__ == "__main__":
paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring) paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)
nsims = get_nsims(parser_args, paths) nsims = get_nsims(parser_args, paths)
bins = numpy.arange(11., 16., parser_args.bw, dtype=numpy.float32)
if len(parser_args.lims) != 2:
raise ValueError("Mass limits must be a pair of floats.")
bins = numpy.arange(*parser_args.lims, parser_args.bw, dtype=numpy.float32)
def do_work(nsim): def do_work(nsim):
get_counts(nsim, bins, paths, parser_args) get_counts(nsim, bins, paths, parser_args)