mirror of
https://github.com/Richard-Sti/csiborgtools.git
synced 2024-10-19 00:15:06 +02:00
942c36b142
* linting * fix long line * rename nb * rename import * add group catalog * move imports out of functions * add array_to_structured * add references * fix subsampling * fix coord bug * add 2M++ dists * save nb * fix comment * add snapshot path * add snapshot path * add read_info * Move transforms * add import radec * expand docs * Move flipcols * update nb * add flip_cols * create file * add blank line * Move units transfs * add blank line * add units import * rm imports * add import * add box_units * add comments
262 KiB
262 KiB
In [2]:
import numpy as np
import healpy as hp
%matplotlib notebook
import matplotlib.pyplot as plt
# Local imports
try:
import galomatch
except ModuleNotFoundError:
import sys
sys.path.append("../")
import galomatch
import utils
%load_ext autoreload
%autoreload 2
In [110]:
obs = utils.load_2mpp()
cols = ["ra", "dec", "mass_cl", "dist"]
mmains = utils.load_mmains(1)
mmains = galomatch.utils.list_to_ndarray(mmains, cols)
sim = mmains[0, ...]
sim = galomatch.utils.array_to_structured(sim ,cols)
planck = utils.load_planck2015()
In [119]:
dx = 20
dmin = 125
dmax = dmin + dx
mask_obs = (dmin < obs["CDIST_CMB"]) & (obs["CDIST_CMB"] < dmax)
mask_sim = (dmin < sim["dist"]) & (sim["dist"] < dmax) & (sim["mass_cl"] > 1e12)
width = 6.4
plt.figure(figsize=(width, width*0.75))
plt.scatter(obs["RA"][mask_obs], obs["DEC"][mask_obs], s=1.5, label="2M++")
plt.scatter(sim["ra"][mask_sim] , sim["dec"][mask_sim], s=1.5, label="CSiBORG")
plt.scatter(planck["RA"], planck["DEC"], label="Planck SZ clusters < 214 MPc", c="red")
plt.legend()
plt.xlabel("RA")
plt.ylabel("dec")
plt.tight_layout()
# plt.savefig("../plots/2mpp_overlap.png", dpi=450)
plt.show()
In [ ]:
fpath = "/mnt/zfsusers/rstiskalek/galomatch/data/HFI_PCCS_SZ-union_R2.08.fits"
obs = galomatch.io.read_planck2015(fpath, cosmo, 214)
c1 = SkyCoord(ra=obs["RA"]*u.degree, dec=obs["DEC"]*u.degree, distance=obs["COMDIST"]*u.Mpc)
c2 = SkyCoord(ra=sim["ra"]*u.degree, dec=sim["dec"]*u.degree, distance=sim["dist"]*u.Mpc)
sep, indxs = galomatch.match.brute_spatial_separation(c1, c2, N=100, angular=False, verbose=True, )
In [ ]:
In [ ]:
In [ ]:
In [ ]:
In [ ]: