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Edit plotting routine

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rstiskalek 2023-06-05 22:29:51 +01:00
parent 524434c7de
commit 70b173ccc5
1 changed files with 10 additions and 4 deletions
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14
scripts_plots/plot_data.py
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@ -165,7 +165,6 @@ def plot_hmf(pdf=False):
@cache_to_disk(7) @cache_to_disk(7)
def load_field(kind, nsim, grid, MAS, in_rsp=False): def load_field(kind, nsim, grid, MAS, in_rsp=False):
paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring) paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)
print(paths.field(kind, MAS, grid, nsim, in_rsp=in_rsp))
return numpy.load(paths.field(kind, MAS, grid, nsim, in_rsp=in_rsp)) return numpy.load(paths.field(kind, MAS, grid, nsim, in_rsp=in_rsp))
@ -174,7 +173,8 @@ def load_field(kind, nsim, grid, MAS, in_rsp=False):
############################################################################### ###############################################################################
def plot_projected_field(kind, nsim, grid, in_rsp, MAS="PCS", pdf=False): def plot_projected_field(kind, nsim, grid, in_rsp, MAS="PCS",
highres_only=True, pdf=False):
print(f"Plotting projected field `{kind}`. ", flush=True) print(f"Plotting projected field `{kind}`. ", flush=True)
paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring) paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)
nsnap = max(paths.get_snapshots(nsim)) nsnap = max(paths.get_snapshots(nsim))
@ -187,14 +187,20 @@ def plot_projected_field(kind, nsim, grid, in_rsp, MAS="PCS", pdf=False):
else: else:
field = load_field(kind, nsim, grid, MAS=MAS, in_rsp=in_rsp) field = load_field(kind, nsim, grid, MAS=MAS, in_rsp=in_rsp)
print(field) if highres_only:
csiborgtools.field.fill_outside(field, numpy.nan, rmax=155.5,
boxsize=677.7)
start = field.shape[0] // 4
end = field.shape[0] - start
field = field[start:end, start:end, start:end]
with plt.style.context(utils.mplstyle): with plt.style.context(utils.mplstyle):
fig, ax = plt.subplots(figsize=(3.5 * 2, 2.625), ncols=3, sharey=True, fig, ax = plt.subplots(figsize=(3.5 * 2, 2.625), ncols=3, sharey=True,
sharex=True) sharex=True)
fig.subplots_adjust(hspace=0, wspace=0) fig.subplots_adjust(hspace=0, wspace=0)
for i in range(3): for i in range(3):
ax[i].imshow(numpy.sum(field, axis=i)) im = ax[i].imshow(numpy.nanmean(field, axis=i))
fig.colorbar(im)
fig.tight_layout(h_pad=0, w_pad=0) fig.tight_layout(h_pad=0, w_pad=0)
for ext in ["png"] if pdf is False else ["png", "pdf"]: for ext in ["png"] if pdf is False else ["png", "pdf"]: