[galaxy] add other undocumented useful routines
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@@ -129,3 +129,50 @@ def ring_analysis(pp, r=4, dr=0.5, dphi=0.125, z=0, dz=0.5, do_mean=True):
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data[key] = np.array([d[key] for d in data_sec])
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return mwavg, phi_sectors, data
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def get_time_from_relax(pp):
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pp.load_parts()
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epoch = pp.parts["epoch"].copy()
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epoch *= pp.info["unit_time"].express(U.Myr)
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trelax = np.min(epoch[epoch > 0])
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tfromrelax = np.max(epoch - trelax)
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return tfromrelax
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def get_last_sfr(pp):
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pp.load_parts()
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epoch = pp.parts["epoch"].copy()
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epoch *= pp.info["unit_time"].express(U.year)
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mass = pp.parts["mass"].copy()
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mass *= pp.info["unit_mass"].express(U.Msun)
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mask = epoch > 0
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masstot, time = np.histogram(epoch[mask], weights=mass[mask], bins=100)
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dtime = np.diff(time)
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sfr = masstot[-1] / dtime[-1]
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return sfr
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def colmean4kpc(pp):
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pp.coldens("z")
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pp.rr("z")
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col = pp.get_value("/maps/coldens_z", unit=U.coldens)
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rr = pp.get_value("/maps/rr_z", unit=U.kpc)
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colmean = np.mean(col[np.abs(rr - 4) < 0.5])
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return colmean
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def allinone(pp):
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get_gas_dm_stars(pp)
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res = {}
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res["run"] = pp.run
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res["num"] = pp.num
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res["coldens"] = colmean4kpc(pp)
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res["sfr"] = get_last_sfr(pp)
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res["time"] = get_time_from_relax(pp)
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ring = ring_analysis(pp)[0]
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for key in ring:
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for i, fluid in enumerate(["gas", "dm", "stars"]):
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res[f"{key}_{fluid}"] = ring[key][i]
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return res
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