# run North
rmin=0
rmax=200.
nbins=50
log=False
region='North'
outdir=dirbase+'Pairs/'
galtools.loop_mocks(dirbase,region,outdir,rmin=rmin,rmax=rmax,nbins=nbins,log=log)
#south
southfiles=glob.glob(outdir+'South/pairs_*.txt')
rs,lss,siglss,covlss,corlss=galtools.read_many_pairs(southfiles)
rs,dds,rrs,drs,ngs,nrs=galtools.read_pairs('dr10_V6_South_pairs_forxi.txt')
xilss=(dds-2*drs+rrs)/rrs
clf()
subplot(121)
errorbar(rs,lss*rs*rs,yerr=siglss*rs*rs,fmt='ro')
plot(rs,xilss*rs*rs)
subplot(122)
pcolor(rs,rs,corlss)
colorbar()
#north
northfiles=glob.glob(outdir+'North/pairs_*.txt')
rn,lsn,siglsn,covlsn,corlsn=galtools.read_many_pairs(northfiles)
rn,ddn,rrn,drn,ngn,nrn=galtools.read_pairs('dr10_V6_North_pairs_forxi.txt')
import scipy.io
from Cosmology import cosmology
from Homogeneity import galtools
from scipy import integrate
from scipy import interpolate
from matplotlib import rc
import copy
import glob
import pyfits
rc('text', usetex=False)
rc('font',**{'family':'sans-serif','sans-serif':['Helvetica']})
##### read data
rds,dds,rrs,drs,ngs,nrs=galtools.read_pairs('dr10South_pairs_weighted.txt')
ns=galtools.scalednr(dds,rrs,2.)
rhs=galtools.rhomo_nr(rds,ns)
d2sd=galtools.d2(rds,dds,rrs,2.)
rhd2sd=galtools.rhomo_d2(rds,d2sd)
# get error bars from mocks
dirbase='/Users/hamilton/SDSS/Data/DR10/PTHaloMocks/'
outdir=dirbase+'Pairs_Log/'
southfiles=glob.glob(outdir+'South/pairs_*.txt')
rs,nrs,signrs,d2sd,sigd2s,covmatnrs,covmatd2s,cormatnrs,cormatd2s,rhnrs,rhd2s,sigrhnrs,sigrhd2s=galtools.homogeneity_many_pairs(southfiles,2.)
import scipy.io
from Cosmology import cosmology
from Homogeneity import galtools
from scipy import integrate
from scipy import interpolate
from matplotlib import rc
import copy
import glob
import pyfits
rc('text', usetex=False)
rc('font', **{'family': 'sans-serif', 'sans-serif': ['Helvetica']})
##### read data
rds, dds, rrs, drs, ngs, nrs = galtools.read_pairs(
'dr10South_pairs_weighted.txt')
ns = galtools.scalednr(dds, rrs, 2.)
rhs = galtools.rhomo_nr(rds, ns)
d2sd = galtools.d2(rds, dds, rrs, 2.)
rhd2sd = galtools.rhomo_d2(rds, d2sd)
# get error bars from mocks
dirbase = '/Users/hamilton/SDSS/Data/DR10/PTHaloMocks/'
outdir = dirbase + 'Pairs_Log/'
southfiles = glob.glob(outdir + 'South/pairs_*.txt')
rs, nrs, signrs, d2sd, sigd2s, covmatnrs, covmatd2s, cormatnrs, cormatd2s, rhnrs, rhd2s, sigrhnrs, sigrhd2s = galtools.homogeneity_many_pairs(
southfiles, 2.)
#save
savez('save4pierre.npz', rds=rds, d2sd=d2sd, covmatd2s=covmatd2s)