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better handing of HOD

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P.M. Sutter 2012-12-09 20:26:54 -06:00
parent 2cdfce6cbf
commit dee217babf
2 changed files with 49 additions and 28 deletions
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7
pipeline/datasets/multidark.py
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@ -50,14 +50,14 @@ prefix = "md_"
# list of desired subsamples - these are in unts of h Mpc^-3! # list of desired subsamples - these are in unts of h Mpc^-3!
#subSamples = [0.0004] #subSamples = [0.0004]
subSamples = ((0.1, 0.05, 0.01, 0.002, 0.001, 0.0004, 0.0002)) subSamples = ((0.1, 0.05, 0.01, 0.002, 0.001, 0.0004, 0.000175, 0.00001))
# common filename of halo files, leave blank to ignore halos # common filename of halo files, leave blank to ignore halos
haloFileBase = "mdr1_halos_z" haloFileBase = "mdr1_halos_z"
# minimum halo mass cuts to apply for the halo catalog # minimum halo mass cuts to apply for the halo catalog
# use "none" to get all halos # use "none" to get all halos
minHaloMasses = (("none", 2e12, 1.23e13)) minHaloMasses = ["none", 1.2e13]
# locations of data in the halo catalog # locations of data in the halo catalog
haloFileMCol = 6 haloFileMCol = 6
@ -82,8 +82,7 @@ lbox = 1000 # Mpc/h
omegaM = 0.27 omegaM = 0.27
hubble = 0.70 hubble = 0.70
# the mask file which is used by applyMaskToMock galDens = 0.000225
maskFileName = os.getenv("HOME")+"/workspace/Voids/catalogs/boss/boss_mask_final.fits"
# END CONFIGURATION # END CONFIGURATION
# ----------------------------------------------------------------------------- # -----------------------------------------------------------------------------

70
python_tools/pipeline_source/prepareCatalogs.in.py
View file

@ -144,6 +144,7 @@ newSample.addStack({zMin}, {zMax}, 2*{minRadius}+18, 2*{minRadius}+24, True, Fal
""" """
for (iFile, redshift) in enumerate(redshifts): for (iFile, redshift) in enumerate(redshifts):
fileNum = fileNums[iFile] fileNum = fileNums[iFile]
zBox = float(redshift) zBox = float(redshift)
Om = float(omegaM) Om = float(omegaM)
zBoxMpc = LIGHT_SPEED/100.*vp.angularDiameter(zBox, Om=Om) zBoxMpc = LIGHT_SPEED/100.*vp.angularDiameter(zBox, Om=Om)
@ -214,20 +215,21 @@ if not os.access(catalogDir, os.F_OK): os.mkdir(catalogDir)
#------------------------------------------------------------------------------ #------------------------------------------------------------------------------
# first the directly downsampled runs # first the directly downsampled runs
# Note: ss0.002 ~ SDSS DR7 dim2 # Note: ss0.002 ~ SDSS DR7 dim2
# ss0.0004 ~ SDSS DR9 mid # ss0.000175 ~ SDSS DR9 mid
baseResolution = float(numPart)/lbox/lbox/lbox # particles/Mpc^3 baseResolution = float(numPart)/lbox/lbox/lbox # particles/Mpc^3
for thisSubSample in subSamples: prevSubSample = -1
for thisSubSample in sorted(subSamples, reverse=True):
keepFraction = float(thisSubSample) / baseResolution keepFraction = float(thisSubSample) / baseResolution
maxKeep = keepFraction * numPart maxKeep = keepFraction * numPart
minRadius = int(np.ceil(lbox/maxKeep**(1./3))) minRadius = int(np.ceil(lbox/maxKeep**(1./3)))
if args.script or args.all: if args.script or args.all:
print " Doing subsample", thisSubSample, " scripts" print " Doing subsample", thisSubSample, "scripts"
setName = prefix+"ss"+str(thisSubSample) setName = prefix+"ss"+str(thisSubSample)
if dataFormat == "multidark": if dataFormat == "multidark":
subSampleToUse = 1.0 subSampleToUse = 1.0
fileToUse = "md.ss"+str(thisSubSample)+"_z" fileToUse = prefix+"ss"+str(thisSubSample)+"_z"
suffix = ".dat" suffix = ".dat"
elif dataFormat == "gadget": elif dataFormat == "gadget":
subSampleToUse = thisSubSample subSampleToUse = thisSubSample
@ -258,10 +260,19 @@ for thisSubSample in subSamples:
print " redshift", redshift print " redshift", redshift
if dataFormat == "multidark": if dataFormat == "multidark":
dataFile = catalogDir+"/"+particleFileBase+fileNums[iRedshift] # reuse previous subamples in order to:
# - preserve unique IDs across multiple subsamples
# - reuse smaller files for faster processing
if prevSubSample == -1:
dataFile = catalogDir+"/"+particleFileBase+fileNums[iRedshift]
else:
sampleName = prefix+"ss"+str(prevSubSample)+"_z"+redshift
dataFile = catalogDir+"/"+sampleName+".dat"
keepFraction = float(thisSubSample) / float(prevSubSample)
inFile = open(dataFile, 'r') inFile = open(dataFile, 'r')
sampleName = "md.ss"+str(thisSubSample)+"_z"+redshift sampleName = prefix+"ss"+str(thisSubSample)+"_z"+redshift
outFile = open(catalogDir+"/"+sampleName+".dat", 'w') outFile = open(catalogDir+"/"+sampleName+".dat", 'w')
outFile.write("%f\n" %(lbox)) outFile.write("%f\n" %(lbox))
@ -272,16 +283,22 @@ for thisSubSample in subSamples:
numKept = 0 numKept = 0
for (i,line) in enumerate(inFile): for (i,line) in enumerate(inFile):
if (prevSubSample != -1 and i < 5): continue # skip header
if np.random.uniform() > keepFraction: continue if np.random.uniform() > keepFraction: continue
numKept += 1 numKept += 1
if numKept > maxKeep: break if numKept > maxKeep: break
line = line.split(',')
x = float(line[0])
y = float(line[1])
z = float(line[2])
vz = float(line[3])
outFile.write("%d %e %e %e %e\n" %(i,x,y,z,vz)) if (prevSubSample == -1):
line = line.split(',')
x = float(line[0])
y = float(line[1])
z = float(line[2])
vz = float(line[3])
uniqueID = i
outFile.write("%d %e %e %e %e\n" %(uniqueID,x,y,z,vz))
else:
outFile.write(line)
outFile.write("-99 -99 -99 -99 -99\n") outFile.write("-99 -99 -99 -99 -99\n")
inFile.close() inFile.close()
@ -307,13 +324,15 @@ for thisSubSample in subSamples:
outFile.write("-99 -99 -99 -99 -99\n") outFile.write("-99 -99 -99 -99 -99\n")
outFile.close() outFile.close()
prevSubSample = thisSubSample
# ----------------------------------------------------------------------------- # -----------------------------------------------------------------------------
# now halos # now halos
if (args.script or args.all) and haloFileBase != "": if (args.script or args.all) and haloFileBase != "":
print " Doing halo scripts"
for minHaloMass in minHaloMasses: for minHaloMass in minHaloMasses:
print " Doing halo script", minHaloMass
# estimate number of halos to get density # estimate number of halos to get density
dataFile = catalogDir+haloFileBase+fileNums[0] dataFile = catalogDir+haloFileBase+fileNums[0]
inFile = open(dataFile, 'r') inFile = open(dataFile, 'r')
@ -406,7 +425,7 @@ EXCLUSION 4
% hod parameters % hod parameters
M_min {Mmin} M_min {Mmin}
GALAXY_DENSITY 0.0111134 % computed automatically if M_min set, use for sanity GALAXY_DENSITY {galden} % computed automatically if M_min set, use for sanity
M1 {M1} M1 {M1}
sigma_logM {sigma_logM} sigma_logM {sigma_logM}
alpha {alpha} alpha {alpha}
@ -451,6 +470,7 @@ if (args.hod or args.all) and haloFileBase != "":
sigma_logM=0.21, sigma_logM=0.21,
alpha=1.12, alpha=1.12,
Mcut=6.91831e11, Mcut=6.91831e11,
galden=0.02,
haloFile=haloFile, haloFile=haloFile,
haloFileFormat=dataFormat, haloFileFormat=dataFormat,
numPartPerSide=numPart**(1/3.), numPartPerSide=numPart**(1/3.),
@ -458,14 +478,13 @@ if (args.hod or args.all) and haloFileBase != "":
workDir=catalogDir)) workDir=catalogDir))
parFile.close() parFile.close()
os.system(hodPath+" "+parFileName+">& /dev/null") # os.system(hodPath+" "+parFileName+">& /dev/null")
#
sampleName = getSampleName(prefix+"hod_dr72dim2", redshift, False) # sampleName = getSampleName(prefix+"hod_dr72dim2", redshift, False)
outFileName = catalogDir+"/"+sampleName+".dat" # outFileName = catalogDir+"/"+sampleName+".dat"
os.system("mv %s/hod.mock %s" % (catalogDir, outFileName)) # os.system("mv %s/hod.mock %s" % (catalogDir, outFileName))
#
os.system("rm %s/hod.*" % catalogDir) # os.system("rm %s/hod.*" % catalogDir)
os.system("rm %s/hod-*" % catalogDir)
# ----------------------------------------------------------------------------- # -----------------------------------------------------------------------------
# now the BOSS HOD # now the BOSS HOD
@ -485,17 +504,21 @@ if (args.hod or args.all) and haloFileBase != "":
print " z = ", redshift print " z = ", redshift
# these parameters come from Manera et al 2012, eq. 26 # these parameters come from Manera et al 2012, eq. 26
# modified to match the observed galaxy density
parFileName = "./hod.par" parFileName = "./hod.par"
parFile = open(parFileName, 'w') parFile = open(parFileName, 'w')
haloFile = catalogDir+haloFileBase+fileNums[iRedshift] haloFile = catalogDir+haloFileBase+fileNums[iRedshift]
parFile.write(parFileText.format(omegaM=omegaM, parFile.write(parFileText.format(omegaM=omegaM,
hubble=hubble, hubble=hubble,
redshift=redshift, redshift=redshift,
Mmin=1.23e13, Mmin=0.0,
#Mmin=1.23e13,
M1=1.e14, M1=1.e14,
sigma_logM=0.596, sigma_logM=0.596,
alpha=1.0127, alpha=1.0127,
Mcut=1.19399e13, Mcut=1.19399e13,
galden=galDens,
#galden=0.000225,
haloFile=haloFile, haloFile=haloFile,
haloFileFormat=dataFormat, haloFileFormat=dataFormat,
numPartPerSide=numPart**(1/3.), numPartPerSide=numPart**(1/3.),
@ -510,4 +533,3 @@ if (args.hod or args.all) and haloFileBase != "":
os.system("mv %s/hod.mock %s" % (catalogDir, outFileName)) os.system("mv %s/hod.mock %s" % (catalogDir, outFileName))
os.system("rm %s/hod.*" % catalogDir) os.system("rm %s/hod.*" % catalogDir)
os.system("rm %s/hod-*" % catalogDir)