[galaxy] add other undocumented useful routines

This commit is contained in:
Noe Brucy
2021-05-21 15:11:17 +02:00
parent 5d112e1f66
commit f12fd7348d
+47
View File
@@ -129,3 +129,50 @@ def ring_analysis(pp, r=4, dr=0.5, dphi=0.125, z=0, dz=0.5, do_mean=True):
data[key] = np.array([d[key] for d in data_sec]) data[key] = np.array([d[key] for d in data_sec])
return mwavg, phi_sectors, data return mwavg, phi_sectors, data
def get_time_from_relax(pp):
pp.load_parts()
epoch = pp.parts["epoch"].copy()
epoch *= pp.info["unit_time"].express(U.Myr)
trelax = np.min(epoch[epoch > 0])
tfromrelax = np.max(epoch - trelax)
return tfromrelax
def get_last_sfr(pp):
pp.load_parts()
epoch = pp.parts["epoch"].copy()
epoch *= pp.info["unit_time"].express(U.year)
mass = pp.parts["mass"].copy()
mass *= pp.info["unit_mass"].express(U.Msun)
mask = epoch > 0
masstot, time = np.histogram(epoch[mask], weights=mass[mask], bins=100)
dtime = np.diff(time)
sfr = masstot[-1] / dtime[-1]
return sfr
def colmean4kpc(pp):
pp.coldens("z")
pp.rr("z")
col = pp.get_value("/maps/coldens_z", unit=U.coldens)
rr = pp.get_value("/maps/rr_z", unit=U.kpc)
colmean = np.mean(col[np.abs(rr - 4) < 0.5])
return colmean
def allinone(pp):
get_gas_dm_stars(pp)
res = {}
res["run"] = pp.run
res["num"] = pp.num
res["coldens"] = colmean4kpc(pp)
res["sfr"] = get_last_sfr(pp)
res["time"] = get_time_from_relax(pp)
ring = ring_analysis(pp)[0]
for key in ring:
for i, fluid in enumerate(["gas", "dm", "stars"]):
res[f"{key}_{fluid}"] = ring[key][i]
return res