csiborgtools/scripts/run_split_halos.py
Richard Stiskalek 8a56c22813
Within halo work and NFW fit (#4)
* add listing of snapshots

* change distance to comoving

* ignore cp files

* rename nb

* add str to list

* add NFW profile shapes

* add fits imports

* Rename to Nsnap

* in clumps_read only select props

* make clumpid int

* expand doc

* add import

* edit readme

* distribute halos

* add profile & posterior

* add import

* add import

* add documentation

* add rvs and init guess

* update todo

* update nb

* add file

* return end index too

* change clump_ids format to int32

* skeleton of dump particle

* update nb

* add func to drop 0 clump indxs parts

* add import

* add halo dump

* switch to float32

* Update TODO

* update TODO

* add func that loads a split

* add halo object

* Rename to clump

* make post work with a clump

* add optimiser

* add Nsplits

* ignore submission scripts

* ignore .out

* add dumppath

* add job splitting

* add split halos script

* rename file

* renaem files

* rm file

* rename imports

* edit desc

* add pick clump

* add number of particles

* update TODO

* update todo

* add script

* add dumping

* change dumpdir structure

* change dumpdir

* add import

* Remove tqdm

* Increase the number of splits

* rm shuffle option

* Change to remove split

* add emojis

* fix part counts in splits

* change num of splits

* rm with particle cut

* keep splits

* fit only if 10 part and more

* add min distance

* rm warning about not set vels

* update TODO

* calculate rho0 too

* add results collection

* add import

* add func to combine splits

* update TODO

* add extract cols

* update nb

* update TODO
2022-10-30 20:16:56 +00:00

51 lines
2 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. Running this will require a lot of memory.
"""
from tqdm import tqdm
from os.path import join
try:
import csiborgtools
except ModuleNotFoundError:
import sys
sys.path.append("../")
import csiborgtools
import utils
Nsims = [9844]
Nsnap = 1016
partcols = ["x", "y", "z", "M", "level"]
dumpdir = join(utils.dumpdir, "temp")
for Nsim in tqdm(Nsims):
simpath = csiborgtools.io.get_sim_path(Nsim)
# Load the clumps, particles' clump IDs and particles.
clumps = csiborgtools.io.read_clumps(Nsnap, simpath)
particle_clumps = csiborgtools.io.read_clumpid(Nsnap, simpath,
verbose=False)
particles = csiborgtools.io.read_particle(partcols, Nsnap, simpath,
verbose=False)
# Drop all particles whose clump index is 0 (not assigned to any halo)
particle_clumps, particles = csiborgtools.io.drop_zero_indx(
particle_clumps, particles)
# Dump it!
csiborgtools.fits.dump_split_particles(particles, particle_clumps, clumps,
utils.Nsplits, dumpdir, Nsim, Nsnap,
verbose=False)
print("All finished!")