Aquila-Consortium/csiborgtools
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Add galaxy sampling (#88)

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* Improve calculations

* Improve flags

* Add smoothed options

* Remove some old comments

* Edit little things

* Save smoothed

* Move files

* Edit imports

* Edit imports

* Renaming imports

* Renaming imports

* Sort imports

* Sort files

* Sorting

* Optionally make copies of the field

* Add quijote backup check

* Add direct field smoothing

* Shorten stupid documentation

* Shorten stupid docs

* Update conversion

* Add particles to ASCII conversion

* Add a short comment

* Add SDSS uncorrected distance

* Adjust comment

* Add FITS index to galaxies

* Remove spare space

* Remove a stupid line

* Remove blank line

* Make space separated

* Add interpolated field path

* Add field sampling

* Sort imports

* Return density in cells

* Clear out observer velocity

* Add 170817 sampling

* Fix normalization

* Update plot
This commit is contained in:
Richard Stiskalek 2023-09-01 16:29:50 +01:00 • committed by GitHub
parent 0af925e26a
commit eccd8e3507
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GPG key ID: 4AEE18F83AFDEB23
26 changed files with 610 additions and 365 deletions
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26
scripts_plots/plot_match.py
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@ -64,7 +64,8 @@ def get_overlap_summary(nsim0, simname, min_logmass, smoothed):
cat0 = open_cat(nsim0, simname)
catxs = open_cats(nsimxs, simname)
reader = csiborgtools.read.NPairsOverlap(cat0, catxs, paths, min_logmass)
reader = csiborgtools.summary.NPairsOverlap(cat0, catxs, paths,
min_logmass)
mass0 = reader.cat0(MASS_KINDS[simname])
mask = mass0 > 10**min_logmass
@ -85,7 +86,8 @@ def get_expected_mass(nsim0, simname, min_overlap, min_logmass, smoothed):
cat0 = open_cat(nsim0, simname)
catxs = open_cats(nsimxs, simname)
reader = csiborgtools.read.NPairsOverlap(cat0, catxs, paths, min_logmass)
reader = csiborgtools.summary.NPairsOverlap(cat0, catxs, paths,
min_logmass)
mass0 = reader.cat0(MASS_KINDS[simname])
mask = mass0 > 10**min_logmass
mu, std = reader.counterpart_mass(
@ -115,7 +117,8 @@ def get_mtot_vs_all_pairoverlap(nsim0, simname, mass_kind, min_logmass,
cat0 = open_cat(nsim0, simname)
catxs = open_cats(nsimxs, simname)
reader = csiborgtools.read.NPairsOverlap(cat0, catxs, paths, min_logmass)
reader = csiborgtools.summary.NPairsOverlap(cat0, catxs, paths,
min_logmass)
x = [None] * len(catxs)
y = [None] * len(catxs)
@ -193,7 +196,8 @@ def get_mtot_vs_maxpairoverlap(nsim0, simname, mass_kind, min_logmass,
return 0
return numpy.nanmax(y_)
reader = csiborgtools.read.NPairsOverlap(cat0, catxs, paths, min_logmass)
reader = csiborgtools.summary.NPairsOverlap(cat0, catxs, paths,
min_logmass)
x = [None] * len(catxs)
y = [None] * len(catxs)
@ -266,7 +270,8 @@ def get_mtot_vs_maxpairoverlap_consistency(nsim0, simname, mass_kind,
cat0 = open_cat(nsim0, simname)
catxs = open_cats(nsimxs, simname)
reader = csiborgtools.read.NPairsOverlap(cat0, catxs, paths, min_logmass)
reader = csiborgtools.summary.NPairsOverlap(cat0, catxs, paths,
min_logmass)
x = numpy.log10(cat0[mass_kind])
mask = x > min_logmass
@ -534,12 +539,12 @@ def get_mass_vs_separation(nsim0, nsimx, simname, min_logmass, boxsize,
cat0 = open_cat(nsim0, simname)
catx = open_cat(nsimx, simname)
reader = csiborgtools.read.PairOverlap(cat0, catx, paths, min_logmass)
reader = csiborgtools.summary.PairOverlap(cat0, catx, paths, min_logmass)
mass = numpy.log10(reader.cat0(MASS_KINDS[simname]))
dist = reader.dist(in_initial=False, boxsize=boxsize, norm_kind="r200c")
overlap = reader.overlap(smoothed)
dist = csiborgtools.read.weighted_stats(dist, overlap, min_weight=0)
dist = csiborgtools.summary.weighted_stats(dist, overlap, min_weight=0)
mask = numpy.isfinite(dist[:, 0])
mass = mass[mask]
@ -618,7 +623,7 @@ def get_mass_vs_max_overlap_separation(nsim0, nsimx, simname, min_logmass,
cat0 = open_cat(nsim0, simname)
catx = open_cat(nsimx, simname)
reader = csiborgtools.read.PairOverlap(cat0, catx, paths, min_logmass)
reader = csiborgtools.summary.PairOverlap(cat0, catx, paths, min_logmass)
mass = numpy.log10(reader.cat0(MASS_KINDS[simname]))
dist = reader.dist(in_initial=False, boxsize=boxsize, norm_kind="r200c")
@ -697,7 +702,8 @@ def get_property_maxoverlap(nsim0, simname, min_logmass, key, min_overlap,
cat0 = open_cat(nsim0, simname)
catxs = open_cats(nsimxs, simname)
reader = csiborgtools.read.NPairsOverlap(cat0, catxs, paths, min_logmass)
reader = csiborgtools.summary.NPairsOverlap(cat0, catxs, paths,
min_logmass)
mass0 = reader.cat0(MASS_KINDS[simname])
mask = mass0 > 10**min_logmass
@ -1044,7 +1050,7 @@ def matching_max_vs_overlap(simname, nsim0, min_logmass):
# None
# """
# paths = csiborgtools.read.Paths(**kwargs["paths_kind"])
# nn_reader = csiborgtools.read.NearestNeighbourReader(**kwargs, paths=paths)
# nn_reader = csiborgtools.summary.NearestNeighbourReader(**kwargs, paths=paths)
#
# xs, ys1, ys2, cs = [], [], [], []
# for run in runs: