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Mass enclosed in a sphere calculation (#5)
* rename nb * add merge func * rm bug.. * add static methods * save rmin, rmax * add properties for box units * move radial info to the clump * add Npart explicit * move where rmin, rmax obtained * add box cosmo * add __getattr__ * add comments in units * add enclosed spherical mass * rm unused variables * add clump mass setter * add the halo index * add enclosed overdensity * add enclosed_overdensity * simplify loss func * opt result to nan * change Rs to log10 * change back to attribs * add H0 and h props * add setattrs * Remove global constants * move Msuncgs above * add crit density * add dots * add r200c and r500c * add M200 and M500 * make lowercase * output r200, r500, m200, m500 * update TODO * update README * fit NFW only up to r200 * add r178, m178 * add m178, r178 * update TODO
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9 changed files with 540 additions and 188 deletions
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@ -44,7 +44,10 @@ nproc = comm.Get_size()
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dumpdir = utils.dumpdir
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loaddir = join(utils.dumpdir, "temp")
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cols_collect = [("npart", I64), ("totpartmass", F64), ("logRs", F64),
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("rho0", F64)]
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("rho0", F64), ("rmin", F64), ("rmax", F64),
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("r200", F64), ("r178", F64), ("r500", F64),
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("m200", F64), ("m178", F64), ("m500", F64)]
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# NOTE later loop over sims too
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Nsim = Nsims[0]
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@ -56,7 +59,9 @@ for Nsplit in jobs:
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N = clumps.size
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cols = [("index", I64), ("npart", I64), ("totpartmass", F64),
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("logRs", F64), ("rho0", F64)]
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("logRs", F64), ("rho0", F64), ("rmin", F64), ("rmax", F64),
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("r200", F64), ("r178", F64), ("r500", F64),
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("m200", F64), ("m178", F64), ("m500", F64)]
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out = csiborgtools.utils.cols_to_structured(N, cols)
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out["index"] = clumps["index"]
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@ -65,15 +70,25 @@ for Nsplit in jobs:
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xs = csiborgtools.fits.pick_single_clump(n, parts, part_clumps, clumps)
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clump = csiborgtools.fits.Clump.from_arrays(*xs)
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out["npart"][n] = clump.Npart
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out["rmin"][n] = clump.rmin
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out["rmax"][n] = clump.rmax
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out["totpartmass"][n] = clump.total_particle_mass
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out["r200"][n] = clump.r200
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out["r178"][n] = clump.r178
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out["r500"][n] = clump.r500
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out["m200"][n] = clump.m200
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out["m178"][n] = clump.m178
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out["m500"][n] = clump.m200
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# NFW profile fit
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if clump.Npart > 10:
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if clump.Npart > 10 and numpy.isfinite(out["r200"][n]):
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# NOTE here it calculates the r200 again, but its fast so does not
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# matter anyway.
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nfwpost = csiborgtools.fits.NFWPosterior(clump)
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logRs = nfwpost.maxpost_logRs()
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if logRs.success:
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out["logRs"][n] = logRs.x
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out["rho0"][n] = nfwpost.rho0_from_logRs(logRs.x)
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if not numpy.isnan(logRs):
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out["logRs"][n] = logRs
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out["rho0"][n] = nfwpost.rho0_from_logRs(logRs)
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csiborgtools.io.dump_split(out, Nsplit, Nsim, Nsnap, dumpdir)
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