csiborgtools/scripts/split_halos.py
Richard Stiskalek e0d3854277
Add cleaner paths (#43)
* ignore venv

* ignore pylians if unavaible

* Edit loading paths

* Edit paths

* Stop having default paths

* Add nb

* Add glamdring paths

---------

Co-authored-by: Richard Stiskalek <dc-stis1@login8b.pri.cosma7.alces.network>
Co-authored-by: Richard Stiskalek <dc-stis1@login8a.pri.cosma7.alces.network>
2023-04-14 23:24:52 +01:00

58 lines
2.4 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.
"""
Script to split particles into smaller files according to their clump
membership for faster manipulation. Currently does this for the maximum
snapshot of each simulation. Running this requires a lot of memory.
"""
from mpi4py import MPI
from datetime import datetime
try:
import csiborgtools
except ModuleNotFoundError:
import sys
sys.path.append("../")
import csiborgtools
import utils
# Get MPI things
comm = MPI.COMM_WORLD
rank = comm.Get_rank()
nproc = comm.Get_size()
paths = csiborgtools.read.CSiBORGPaths(**csiborgtools.paths_glamdring)
sims = paths.ic_ids(False)
partcols = ["x", "y", "z", "vx", "vy", "vz", "M", "level"]
jobs = csiborgtools.fits.split_jobs(len(sims), nproc)[rank]
for icount, sim_index in enumerate(jobs):
print("{}: rank {} working {} / {} jobs."
.format(datetime.now(), rank, icount + 1, len(jobs)), flush=True)
nsim = sims[sim_index]
nsnap = max(paths.get_snapshots(nsim))
partreader = csiborgtools.read.ParticleReader(paths)
# Load the clumps, particles' clump IDs and particles.
clumps = partreader.read_clumps(nsnap, nsim)
particle_clumps = partreader.read_clumpid(nsnap, nsim, verbose=False)
particles = partreader.read_particle(nsnap, nsim, partcols, verbose=False)
# Drop all particles whose clump index is 0 (not assigned to any halo)
particle_clumps, particles = partreader.drop_zero_indx(
particle_clumps, particles)
# Dump it!
csiborgtools.fits.dump_split_particles(particles, particle_clumps, clumps,
utils.Nsplits, nsnap, nsim, paths,
verbose=False)
print("All finished!", flush=True)