csiborgtools/csiborgtools/field/utils.py
Richard Stiskalek 2b938c112c
More flow preparation & Olympics (#143)
* Add more comments

* Add flow paths

* Simplify paths

* Update default arguemnts

* Update paths

* Update param names

* Update some of scipts for reading files

* Add the Mike method option

* Update plotting

* Update fnames

* Simplify things

* Make more default options

* Add print

* Update

* Downsample CF4

* Update numpyro selection

* Add selection fitting nb

* Add coeffs

* Update script

* Add nb

* Add label

* Increase number of steps

* Update default params

* Add more labels

* Improve file name

* Update nb

* Fix little bug

* Remove import

* Update scales

* Update labels

* Add script

* Update script

* Add more

* Add more labels

* Add script

* Add submit

* Update spacing

* Update submit scrips

* Update script

* Update defaults

* Update defaults

* Update nb

* Update test

* Update imports

* Add script

* Add support for Indranil void

* Add a dipole

* Update nb

* Update submit

* Update Om0

* Add final

* Update default params

* Fix bug

* Add option to fix to LG frame

* Add Vext label

* Add Vext label

* Update script

* Rm fixed LG

* rm LG stuff

* Update script

* Update bulk flow plotting

* Update nb

* Add no field option

* Update defaults

* Update nb

* Update script

* Update nb

* Update nb

* Add names to plots

* Update nb

* Update plot

* Add more latex names

* Update default

* Update nb

* Update np

* Add plane slicing

* Add nb with slices

* Update nb

* Update script

* Upddate nb

* Update nb
2024-09-11 08:45:42 +02:00

55 lines
1.8 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.
"""
Utility functions used in the rest of the `field` module to avoid circular
imports.
"""
from numba import jit
import numpy as np
import healpy
def force_single_precision(x):
"""Attempt to convert an array `x` to float32."""
if x.dtype != np.float32:
x = x.astype(np.float32)
return x
@jit(nopython=True)
def divide_nonzero(field0, field1):
"""Perform in-place `field0 /= field1` but only where `field1 != 0`."""
assert field0.shape == field1.shape, "Field shapes must match."
imax, jmax, kmax = field0.shape
for i in range(imax):
for j in range(jmax):
for k in range(kmax):
if field1[i, j, k] != 0:
field0[i, j, k] /= field1[i, j, k]
def nside2radec(nside):
"""
Generate RA [0, 360] deg and declination [-90, 90] deg for HEALPix pixel
centres at a given nside.
"""
pixs = np.arange(healpy.nside2npix(nside))
theta, phi = healpy.pix2ang(nside, pixs)
ra = 180 / np.pi * phi
dec = 90 - 180 / np.pi * theta
return np.vstack([ra, dec]).T