MiraTitanBorn_MTNG.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "b2c04041-787e-4e05-ae47-4f8e987c3534",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "#/usr/bin/env python\n",
    "import numpy as np\n",
    "import pylab as pl\n",
    "import subprocess as sp\n",
    "#import source_redshift_dist as srd\n",
    "import healpy as hp\n",
    "from astropy import units as u\n",
    "from astropy.cosmology import FlatLambdaCDM\n",
    "from astropy.cosmology import z_at_value\n",
    "import input\n",
    "import os\n",
    "from scipy.integrate import quad\n",
    "from scipy.interpolate import interp1d\n",
    "import healsparse\n",
    "import random\n",
    "\n",
    "H0 = 67.74\n",
    "Om0=0.3089\n",
    "Ob0=0.0486\n",
    "ncosmo = FlatLambdaCDM(H0=H0, Om0=Om0, Ob0=Ob0)\n",
    "\n",
    "rho_crit = ncosmo.critical_density0.to(u.solMass/u.Mpc/u.Mpc/u.Mpc).value/ncosmo.h/ncosmo.h #M_sun Mpc^-3 *h*h\n",
    "vc = 2.998e5 #km/s\n",
    "G = 4.3011790220362e-09 # Mpc/h (Msun/h)^-1 (km/s)^2\n",
    "mp      = 1.0e10 # Already in M_sun/h 2.602746*10**9*ncosmo.h                                   # in Msun/h\n",
    "\n",
    "#From Cyrille: 2602746430.321433\n",
    "\n",
    "\n",
    "########################### Mass Maps ################################\n",
    "path_out = 'IA-infusion/MTNG/kappa/'\n",
    "path_in = '/pscratch/sd/c/cdavies/MTNG_octants_processed/MTNG-L500-4320-A/Hydro_lightcone_to_massmap_01/'\n",
    "directory_contents = os.listdir(path_in)\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "24539dd2-7e86-422c-a993-2ed4902d2517",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def total_area(x_in,y_in):\n",
    "    x_down = x_in[:-1]\n",
    "    x_up = x_in[1:]\n",
    "    y_down = y_in[:-1]\n",
    "    y_up = y_in[1:]\n",
    "\n",
    "    area_array = (y_down+y_up)*(x_up-x_down)/2.0\n",
    "\n",
    "    return np.sum(area_array)\n",
    "\n",
    "\n",
    "def cal_pdz(fname, z_in,col):\n",
    "\n",
    "    #zs,dist1 = np.loadtxt(\"./data/source_distribution.txt\",comments='#',usecols=(0,1),unpack=True)\n",
    "    zs,dist1 = np.loadtxt(fname,comments='#',usecols=(0,col),unpack=True)\n",
    "    dist1_normal = dist1/total_area(zs,dist1)\n",
    "    # dist1_normal = dist1\n",
    "\n",
    "    #np.savetxt(\"./data/srd_normed.dat\",np.transpose(np.array([zs,dist1_normal])),fmt=\"%.6e\")\n",
    "\n",
    "    # f1 = interp1d(zs[::-1], dist1_normal[::-1], kind='cubic',bounds_error=False, fill_value=0.0)\n",
    "    f1 = interp1d(zs[::-1], dist1_normal[::-1], kind='linear',bounds_error=False, fill_value=0.0)\n",
    "    #f1 = interp1d(zs, dist1_normal, kind='linear',fill_value=\"extrapolate\")\n",
    "\n",
    "    return f1(z_in)\n",
    "\n",
    "def wfunc_all(fname, zl,col):\n",
    "    \n",
    "    if(zl==0):\n",
    "        zl=0.0001\n",
    "        print(\"set minimal zl to 0.0001\")\n",
    "    Dc_l = ncosmo.comoving_distance(zl).value*ncosmo.h\n",
    "    cfactor = 4.0*np.pi*G/vc**2*(1.0+zl)/Dc_l\n",
    "\n",
    "\n",
    "    zs_list = np.linspace(0.001,4.0,1000)\n",
    "    #zs_list = np.logspace(-3,0.6,100)\n",
    "    dzs = zs_list[1]-zs_list[0]\n",
    "    total_wfunc = 0.0\n",
    "\n",
    "    for zs in zs_list:\n",
    "        if (zs<zl):\n",
    "            continue\n",
    "\n",
    "        Dc_s = ncosmo.comoving_distance(zs).value*ncosmo.h\n",
    "        Dc_ls = Dc_s - Dc_l\n",
    "\n",
    "        tmp = dzs*cal_pdz(fname, zs,col)*Dc_ls/Dc_s\n",
    "        total_wfunc = total_wfunc + tmp\n",
    "\n",
    "    #res = cfactor/afactor*total_wfunc\n",
    "    res = cfactor*total_wfunc\n",
    "\n",
    "    return res\n",
    "\n",
    "def kappa_sl_ss(filename,zl,zs):\n",
    "\n",
    "    if(zl==0):\n",
    "        zl=0.0001\n",
    "        print(\"set minimal zl to 0.0001\")\n",
    "\n",
    "    Dc_l = ncosmo.comoving_distance(zl).value*ncosmo.h\n",
    "    Dc_s = ncosmo.comoving_distance(zs).value*ncosmo.h\n",
    "    Dc_ls = Dc_s - Dc_l\n",
    "\n",
    "    sdens = np.load(filename)\n",
    "    # turn masked pixels to zero.\n",
    "    sdens[sdens<-1.0e+30]=0\n",
    "    #Map already in ring format:\n",
    "\n",
    "    \n",
    "    \n",
    "    sdens_arc = sdens#/np.deg2rad(1.0)**2.0#*3.0462e-4 # 1 degree^2 = 3.0462e-4 steradian\n",
    "    sdens_arc*=mp\n",
    "    sdens_arc_normal = (sdens_arc-sdens_arc.mean()*8.0) # factor of 8.0 corrects for mean computed over all 8 octants\n",
    "\n",
    "    #Normalisation (SkySim5000 & HACC):\n",
    "    Norm = 1.6125e+07\n",
    "    \n",
    "    #Normalisation MTNG:\n",
    "    Norm*= 0.1581 \n",
    "\n",
    "#        Sigma_mean = np.sum(arr) / (4 * pi)\n",
    "#        # Compute from mass to Sigma\n",
    "#        arr /= 4 * pi / npix\n",
    "#        # Add data of this lens plane to the total convergence\n",
    "#        kappa += (1 + z_d) * (d_ds / d_d) * (arr - Sigma_mean)\n",
    "#        # Clean the memory\n",
    "#        del arr\n",
    "#        gc.collect()\n",
    "#    # Include prefactor and give units\n",
    "#    kappa *= (1e10 * M_sun_cgs) * (1 / (d_s * Mpc2cm)) * 4 * pi * G_cgs / c_cgs**2\n",
    "\n",
    "    \n",
    "    \n",
    "    #-----------------------\n",
    "    # Results 2\n",
    "    cfactor = 4.0*np.pi*G/vc**2\n",
    "    res = cfactor*(1.0+zl)/Dc_l*Dc_ls/Dc_s*sdens_arc_normal*Norm\n",
    "    #print('Kernel = ', zl, zs, cfactor*(1.0+zl)/Dc_l*Dc_ls/Dc_s)\n",
    "    return res\n",
    "\n",
    "def kappa_sl_ms(filename,fname,zl,col):\n",
    "\n",
    "    nside_c = 32    \n",
    "    a = healsparse.HealSparseMap.read(os.path.join(path_in, filename))\n",
    "    sdens = a.generate_healpix_map()\n",
    "    \n",
    "    # turn masked pixels to zero.\n",
    "    sdens[sdens<-1.0e+30]=0\n",
    "    #Map already in ring format:\n",
    "    #hp.mollview(sdens,\n",
    "    #            unit='kappa', cmap=pl.cm.coolwarm,\n",
    "    #            cbar=True, title='', norm=None\n",
    "    #            , nest=False\n",
    "    #            )\n",
    "    #pl.show()\n",
    "    \n",
    "    \n",
    "    \n",
    "    sdens_arc = sdens#/np.deg2rad(1.0)**2.0#*3.0462e-4 # 1 degree^2 = 3.0462e-4 steradian\n",
    "    sdens_arc*=mp\n",
    "    sdens_arc_normal = (sdens_arc-sdens_arc.mean()*8.0) # factor of 8.0 corrects for mean computed over all 8 octants\n",
    "\n",
    "    #Normalisation:\n",
    "    Norm = 1.6125e+07\n",
    "    \n",
    "    res = wfunc_all(fname, zl,col)*sdens_arc_normal*Norm\n",
    "\n",
    "    print(filename, zl, mp, wfunc_all(fname, zl,col))\n",
    "    #hp.mollview(res,\n",
    "    #            unit='kappa_z', cmap=pl.cm.coolwarm,\n",
    "    #            cbar=True, title='', norm=None\n",
    "    #            , nest=False\n",
    "    #            )\n",
    "    #pl.show()\n",
    "\n",
    "    return res\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "587c77d0-3fd7-43a1-8413-6ec19fab78ee",
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    {
     "name": "stdout",
     "output_type": "stream",
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      "[  0   1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  16  17\n",
      "  18  19  20  21  22  23  24  25  26  27  28  29  30  31  32  33  34  35\n",
      "  36  37  38  39  40  41  42  43  44  45  46  47  48  49  50  51  52  53\n",
      "  54  55  56  57  58  59  60  61  62  63  64  65  66  67  68  69  70  71\n",
      "  72  73  74  75  76  77  78  79  80  81  82  83  84  85  86  87  88  89\n",
      "  90  91  92  93  94  95  96  97  98  99 100 101 102 103 104 105 106 107\n",
      " 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125\n",
      " 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143\n",
      " 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161\n",
      " 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179\n",
      " 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197\n",
      " 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215]\n",
      "[4.17765369e-03 1.25493217e-02 2.09539886e-02 2.93922091e-02\n",
      " 3.78645487e-02 4.63715756e-02 5.49138723e-02 6.34920312e-02\n",
      " 7.21066426e-02 8.07583181e-02 8.94476664e-02 9.81753051e-02\n",
      " 1.06941864e-01 1.15747979e-01 1.24594291e-01 1.33481452e-01\n",
      " 1.42409937e-01 1.51380122e-01 1.60392855e-01 1.69449098e-01\n",
      " 1.78549545e-01 1.87694893e-01 1.96885847e-01 2.06123063e-01\n",
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      " 3.30741080e-01 3.40703575e-01 3.50724212e-01 3.60803771e-01\n",
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      " 7.84215204e-01 7.97307886e-01 8.10504821e-01 8.23807360e-01\n",
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      " 1.48287379e+00 1.50238659e+00 1.52210100e+00 1.54202021e+00\n",
      " 1.56214749e+00 1.58248615e+00 1.60303969e+00 1.62381212e+00\n",
      " 1.64480683e+00 1.66602682e+00 1.68747574e+00 1.70915730e+00\n",
      " 1.73107528e+00 1.75323355e+00 1.77563603e+00 1.79828672e+00\n",
      " 1.82118970e+00 1.84434914e+00 1.86776926e+00 1.89145439e+00\n",
      " 1.91540894e+00 1.93963739e+00 1.96414433e+00 1.98893440e+00\n",
      " 2.01401238e+00 2.03938312e+00 2.06505154e+00 2.09102269e+00\n",
      " 2.11730173e+00 2.14389388e+00 2.17080449e+00 2.19803902e+00\n",
      " 2.22560303e+00 2.25350219e+00 2.28174225e+00 2.31032915e+00\n",
      " 2.33926891e+00 2.36856853e+00 2.39823479e+00 2.42827334e+00\n",
      " 2.45869032e+00 2.48949240e+00 2.52068638e+00 2.55227918e+00\n",
      " 2.58427823e+00 2.61669272e+00 2.64952986e+00 2.68279539e+00\n",
      " 2.71649703e+00 2.75064262e+00 2.78524262e+00 2.82030606e+00\n",
      " 2.85583910e+00 2.89184964e+00 2.92834808e+00 2.96534568e+00\n",
      " 3.00285015e+00 3.04086868e+00 3.07941404e+00 3.11849757e+00\n",
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      " 3.49615622e+00 3.54121027e+00 3.58693037e+00 3.63332882e+00\n",
      " 3.68041823e+00 3.72821451e+00 3.77673009e+00 3.82598164e+00\n",
      " 3.87598313e+00 3.92675108e+00 3.97830113e+00 4.03064966e+00\n",
      " 4.08381414e+00 4.13781069e+00 4.19265876e+00 4.24837422e+00\n",
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      " 4.79218839e+00 4.85771645e+00 4.92434614e+00 4.99210632e+00]\n",
      " z_       z^               zl_geo             zl_file            \n",
      "0.0 0.008355307370855325 0.006266480528141494 0.0041776536854276625\n",
      "0.008355307370855325 0.01674333607803602 0.013450214413620248 0.012549321724445672\n",
      "0.01674333607803602 0.02516464120210804 0.021510577169162964 0.02095398864007203\n",
      "0.02516464120210804 0.03361977700397567 0.029794808474364394 0.029392209103041855\n",
      "0.03361977700397567 0.04210932044411542 0.03818046290887009 0.037864548724045544\n",
      "0.04210932044411542 0.05063383077164696 0.04663201967293579 0.04637157560788119\n",
      "0.05063383077164696 0.05919391379342698 0.05513581663881729 0.05491387228253697\n",
      "0.05919391379342698 0.0677901487039716 0.06368571053486353 0.06349203124869929\n",
      "0.0677901487039716 0.07642313639844511 0.07227870149744006 0.07210664255120836\n",
      "0.07642313639844511 0.08509349974735869 0.08091331358366749 0.0807583180729019\n",
      "0.08509349974735869 0.09380183303598355 0.08958885736179369 0.08944766639167112\n",
      "0.09380183303598355 0.10254877708220156 0.09830510425379924 0.09817530505909255\n",
      "0.10254877708220156 0.11133495165382801 0.10706210643473185 0.10694186436801478\n",
      "0.11133495165382801 0.12016100610477176 0.11586009244318277 0.11574797887929988\n",
      "0.12016100610477176 0.12902757625822447 0.12469940956470228 0.12459429118149812\n",
      "0.12902757625822447 0.13793532737897518 0.13358049003991612 0.13348145181859983\n",
      "0.13793532737897518 0.14688454610764468 0.14250363592658088 0.14240993674330993\n",
      "0.14688454610764468 0.1558756981220646 0.15146910017347762 0.15138012211485463\n",
      "0.1558756981220646 0.16491001245290593 0.1604776442494332 0.16039285528748526\n",
      "0.16491001245290593 0.17398818309069264 0.16953013830825325 0.16944909777179928\n",
      "0.17398818309069264 0.1831109062725278 0.17862721311187577 0.17854954468161022\n",
      "0.1831109062725278 0.19227888004524796 0.18776951340544712 0.18769489315888788\n",
      "0.19227888004524796 0.20149281312993184 0.19695769962067003 0.1968858465875899\n",
      "0.20149281312993184 0.21075331228193717 0.20619239218097773 0.2061230627059345\n",
      "0.21075331228193717 0.22006023518990747 0.21547378288001842 0.21540677373592232\n",
      "0.22006023518990747 0.22941530893888928 0.22480266604323074 0.22473777206439838\n",
      "0.22941530893888928 0.23881926514573926 0.23418023448254718 0.23411728704231427\n",
      "0.23881926514573926 0.2482728740655793 0.24360722128137222 0.24354606960565928\n",
      "0.2482728740655793 0.25777687738950483 0.2530843662290948 0.25302487572754206\n",
      "0.25777687738950483 0.26733183941075667 0.26261230654257156 0.26255435840013075\n",
      "0.26733183941075667 0.2769378331990491 0.27219134354821967 0.27213483630490287\n",
      "0.2769378331990491 0.2865966044043107 0.2818223959837129 0.2817672188016799\n",
      "0.2865966044043107 0.29630892312251844 0.291506700694898 0.29145276376341456\n",
      "0.29630892312251844 0.306075598214842 0.3012450395728577 0.3011922606686802\n",
      "0.306075598214842 0.3158974579429079 0.311038224268074 0.31098652807887495\n",
      "0.3158974579429079 0.32577426160847467 0.3208865313492506 0.3208358597756913\n",
      "0.32577426160847467 0.33570789768991816 0.3307908011759035 0.3307410796491964\n",
      "0.33570789768991816 0.34569925301847904 0.34075240569372894 0.3407035753541986\n",
      "0.34569925301847904 0.3557491719274366 0.3507722055284757 0.3507242124729578\n",
      "0.3557491719274366 0.3658583695539672 0.36085097515841735 0.3608037707407019\n",
      "0.3658583695539672 0.3760270428596675 0.3709891623666402 0.37094270620681735\n",
      "0.3760270428596675 0.3862569558124671 0.381187758675577 0.3811419993360673\n",
      "0.3862569558124671 0.3965489985133286 0.39144807988567476 0.39140297716289785\n",
      "0.3965489985133286 0.40690409107050796 0.4017710286190782 0.40172654479191827\n",
      "0.40690409107050796 0.4173226023804042 0.412157242253235 0.4121133467254561\n",
      "0.4173226023804042 0.4278057008111267 0.4226074940154147 0.42256415159576544\n",
      "0.4278057008111267 0.4383547039768485 0.43312302585769263 0.4330802023939876\n",
      "0.4383547039768485 0.44897055611300973 0.44370496361564066 0.4436626300449291\n",
      "0.44897055611300973 0.45965401717987286 0.45435415618724867 0.4543122866464413\n",
      "0.45965401717987286 0.4704057467798426 0.46507131105231675 0.46502988197985773\n",
      "0.4704057467798426 0.48122734433093073 0.4758575634389361 0.47581654555538666\n",
      "0.48122734433093073 0.49211978827934555 0.48671419599714777 0.48667356630513814\n",
      "0.49211978827934555 0.503084076180514 0.4976421955869698 0.49760193222992977\n",
      "0.503084076180514 0.5141207440937596 0.5086423245039533 0.5086024101371368\n",
      "0.5141207440937596 0.5252314324770346 0.5197156779121328 0.5196760882853971\n",
      "0.5252314324770346 0.5364172126709876 0.5308636064586483 0.5308243225740111\n",
      "0.5364172126709876 0.5476791407424431 0.5420871727674278 0.5420481767067153\n",
      "0.5476791407424431 0.5590179545638663 0.5533872707451467 0.5533485476531547\n",
      "0.5590179545638663 0.5704351809588857 0.5647650372987082 0.564726567761376\n",
      "0.5704351809588857 0.5819319634063684 0.5762218041014826 0.5761835721826271\n",
      "0.5819319634063684 0.5935094300073713 0.5877587060876768 0.5877206967068699\n",
      "0.5935094300073713 0.6051685681274688 0.5993767993816522 0.59933899906742\n",
      "0.6051685681274688 0.616910769933132 0.6110772757158982 0.6110396690303004\n",
      "0.616910769933132 0.6287372538418736 0.6228614385967518 0.6228240118875028\n",
      "0.6287372538418736 0.6406492101130736 0.6347304915883916 0.6346932319774736\n",
      "0.6406492101130736 0.6526478761666017 0.6466856482664949 0.6466485431398377\n",
      "0.6526478761666017 0.6647345765510431 0.6587281896129662 0.6586912263588224\n",
      "0.6647345765510431 0.6769105567937934 0.6708593996672421 0.6708225666724182\n",
      "0.6769105567937934 0.6891770977749909 0.6830805413715789 0.6830438272843922\n",
      "0.6891770977749909 0.7015356747374313 0.695392993480741 0.6953563862562111\n",
      "0.7015356747374313 0.7139875523295045 0.7077981242392862 0.7077616135334679\n",
      "0.7139875523295045 0.726534017078329 0.7202972089641205 0.7202607847039167\n",
      "0.726534017078329 0.739176445106305 0.7328915791130504 0.732855231092317\n",
      "0.739176445106305 0.7519165085280044 0.7455827601054339 0.7455464768171547\n",
      "0.7519165085280044 0.7647555022661039 0.758372232922768 0.7583360053970541\n",
      "0.7647555022661039 0.7776947427149801 0.7712613030235946 0.771225122490542\n",
      "0.7776947427149801 0.7907356651913382 0.7842513466129812 0.7842152039531591\n",
      "0.7907356651913382 0.8038801073274187 0.7973440020537311 0.7973078862593784\n",
      "0.8038801073274187 0.8171295350634986 0.8105409187446984 0.8105048211954586\n",
      "0.8171295350634986 0.8304851842732424 0.8238434460699117 0.8238073596683705\n",
      "0.8304851842732424 0.8439486231658055 0.8372529876144237 0.837216903719524\n",
      "0.8439486231658055 0.8575217497393686 0.8507712779532203 0.850735186452587\n",
      "0.8575217497393686 0.8712063540268671 0.8644001602185984 0.8643640518831178\n",
      "0.8712063540268671 0.8850035877362619 0.8781411016684993 0.8781049708815645\n",
      "0.8850035877362619 0.8989150874345659 0.891995498781844 0.8919593375854139\n",
      "0.8989150874345659 0.9129426809335655 0.9059650844957633 0.9059288841840657\n",
      "0.9129426809335655 0.9270888267200001 0.9200520049266997 0.9200157538267828\n",
      "0.9270888267200001 0.941354410919627 0.9342579240772567 0.9342216188198136\n",
      "0.941354410919627 0.9557411878832944 0.9485841664641351 0.9485477994014607\n",
      "0.9557411878832944 0.9702509269717012 0.963032493808154 0.9629960574274978\n",
      "0.9702509269717012 0.9848863350740273 0.9776051486924551 0.9775686310228643\n",
      "0.9848863350740273 0.9996487983038984 0.9923041707777994 0.9922675666889629\n",
      "0.9996487983038984 1.0145398455466186 1.0071310181319004 1.0070943219252584\n",
      "1.0145398455466186 1.0295613577569833 1.0220873972479774 1.022050601651801\n",
      "1.0295613577569833 1.0447153905541162 1.0371752770784048 1.0371383741555498\n",
      "1.0447153905541162 1.0600051535473862 1.0523972956104413 1.0523602720507512\n",
      "1.0600051535473862 1.075431371115679 1.0677554075937654 1.0677182623315327\n",
      "1.075431371115679 1.0909960755000614 1.0832509975547424 1.0832137233078702\n",
      "1.0909960755000614 1.1067013665729077 1.0988861317015728 1.0988487210364846\n",
      "1.1067013665729077 1.1225495945600898 1.1146630360957477 1.1146254805664988\n",
      "1.1225495945600898 1.1385439982769352 1.130584509243878 1.1305467964185125\n",
      "1.1385439982769352 1.1546854663424688 1.1466526036017748 1.146614732309702\n",
      "1.1546854663424688 1.1709762310646452 1.1628688858601772 1.162830848703557\n",
      "1.1709762310646452 1.1874185466238587 1.1792355992071302 1.179197388844252\n",
      "1.1874185466238587 1.2040147232892022 1.195755025972452 1.1957166349565305\n",
      "1.2040147232892022 1.2207685910575905 1.2124302431117553 1.2123916571733964\n",
      "1.2207685910575905 1.237681275173987 1.2292637155989625 1.2292249331157887\n",
      "1.237681275173987 1.2547550389261835 1.2462571428471367 1.2462181570500852\n",
      "1.2547550389261835 1.2719923236817654 1.2634128778590596 1.2633736813039744\n",
      "1.2719923236817654 1.2893956485391915 1.280733401075942 1.2806939861104785\n",
      "1.2893956485391915 1.3069675588618619 1.2982212447026333 1.2981816037005267\n",
      "1.3069675588618619 1.3247124092552118 1.3158798666870382 1.3158399840585369\n",
      "1.3247124092552118 1.3426311334215861 1.3337118956344318 1.333671771338399\n",
      "1.3426311334215861 1.3607264503114087 1.3517191658080372 1.3516787918664974\n",
      "1.3607264503114087 1.3790010901498189 1.3699044017050295 1.3698637702306138\n",
      "1.3790010901498189 1.3974578496429917 1.3882703669479597 1.3882294698964053\n",
      "1.3974578496429917 1.4160995748961112 1.4068198830227796 1.4067787122695514\n",
      "1.4160995748961112 1.4349294075696797 1.4255559449729733 1.4255144912328954\n",
      "1.4349294075696797 1.4539514797707858 1.4444821938629682 1.4444404436702327\n",
      "1.4539514797707858 1.4731673882380192 1.4636014828415538 1.4635594340044025\n",
      "1.4731673882380192 1.4925801867637496 1.4829161434729667 1.4828737875008844\n",
      "1.4925801867637496 1.5121930029633335 1.502429266647432 1.5023865948635415\n",
      "1.5121930029633335 1.532009000873531 1.5221439982139622 1.5221010019184322\n",
      "1.532009000873531 1.5520314208152248 1.542063540547521 1.542020210844378\n",
      "1.5520314208152248 1.5722635613594225 1.5621911632108516 1.5621474910873236\n",
      "1.5722635613594225 1.5927087403085465 1.5825301743396245 1.5824861508339845\n",
      "1.5927087403085465 1.6133706384296946 1.603084074641947 1.6030396893691206\n",
      "1.6133706384296946 1.6342535984449191 1.623856878542608 1.6238121184373069\n",
      "1.6342535984449191 1.6553600583999084 1.644851968124261 1.6448068284224138\n",
      "1.6553600583999084 1.676693583774961 1.6660723498748942 1.6660268210874347\n",
      "1.676693583774961 1.698257887870017 1.6875216636811805 1.687475735822489\n",
      "1.698257887870017 1.7200567100385542 1.7092036358446865 1.7091572989542856\n",
      "1.7200567100385542 1.7420938578497238 1.731122039981619 1.731075283944139\n",
      "1.7420938578497238 1.7643732512978687 1.7532807402146358 1.7532335545737963\n",
      "1.7643732512978687 1.7868988180168133 1.7756836602537842 1.775636034657341\n",
      "1.7868988180168133 1.8096746227096667 1.7983347967108976 1.79828672036324\n",
      "1.8096746227096667 1.8327047835115517 1.8212382410926502 1.8211897031106092\n",
      "1.8327047835115517 1.8559934947669303 1.8443981498222128 1.844349139139241\n",
      "1.8559934947669303 1.8795450286015751 1.8678187563236754 1.8677692616842527\n",
      "1.8795450286015751 1.9033637590227719 1.8915043839523529 1.8914543938121735\n",
      "1.9033637590227719 1.9274541191446786 1.9154594363769213 1.9154089390837252\n",
      "1.9274541191446786 1.9518206705516383 1.9396884113440656 1.9396373948481584\n",
      "1.9518206705516383 1.9764679916483288 1.9641958787770089 1.9641443310999835\n",
      "1.9764679916483288 2.0014008160778833 1.9889864952067755 1.988934403863106\n",
      "2.0014008160778833 2.0266239436586018 2.0140650274964305 2.0140123798682428\n",
      "2.0266239436586018 2.0521422885829272 2.0394363329837635 2.0393831161207645\n",
      "2.0521422885829272 2.077960786966728 2.0651053367691397 2.0650515377748278\n",
      "2.077960786966728 2.1040845881741244 2.0910770823343863 2.091022687570426\n",
      "2.1040845881741244 2.1305188679015883 2.1173567321703093 2.117301728037856\n",
      "2.1305188679015883 2.15726890058276 2.143949511604028 2.143893884242174\n",
      "2.15726890058276 2.184340086173737 2.170860758201893 2.170804493378249\n",
      "2.184340086173737 2.2117379533836425 2.1980959366791772 2.19803901977869\n",
      "2.2117379533836425 2.2394681128075917 2.2256606168742143 2.2256030330956174\n",
      "2.2394681128075917 2.2675362581691987 2.2535604511370364 2.2535021854883954\n",
      "2.2675362581691987 2.2959482441772145 2.281801214195756 2.2817422511732066\n",
      "2.2959482441772145 2.324710065390572 2.310388831105617 2.3103291547838936\n",
      "2.324710065390572 2.3538277559301695 2.3393293162107134 2.339268910660371\n",
      "2.3538277559301695 2.383309301897941 2.368629687536572 2.3685685289140554\n",
      "2.383309301897941 2.413160282945236 2.3982967177988157 2.3982347924215883\n",
      "2.413160282945236 2.4433864029699013 2.4283360491419175 2.428273342957569\n",
      "2.4433864029699013 2.4739942467326 2.4587538293921045 2.4586903248512506\n",
      "2.4739942467326 2.5049905564139427 2.4895567225034787 2.4894924015732713\n",
      "2.5049905564139427 2.536382208347456 2.52075153811779 2.520686382380699\n",
      "2.536382208347456 2.568176160754013 2.5523451936785593 2.552279184550734\n",
      "2.568176160754013 2.6003802910529785 2.584345110638604 2.5842782259034958\n",
      "2.6003802910529785 2.6330051510801313 2.616760514512794 2.616692721066555\n",
      "2.6330051510801313 2.6660545714022414 2.649598568400471 2.649529861241186\n",
      "2.6660545714022414 2.6995362110856624 2.6828650328852595 2.682795391243952\n",
      "2.6995362110856624 2.7334578560229286 2.7165676307872264 2.7164970335542957\n",
      "2.7334578560229286 2.7678273919980607 2.7507141981718815 2.750642624010495\n",
      "2.7678273919980607 2.8026578428387867 2.7853152110043755 2.7852426174184237\n",
      "2.8026578428387867 2.837954285722956 2.820379686468848 2.8203060642808713\n",
      "2.837954285722956 2.8737239173475437 2.855913770180474 2.85583910153525\n",
      "2.8737239173475437 2.9099753631627934 2.8919253789851447 2.8918496402551686\n",
      "2.9099753631627934 2.9467207894190044 2.928424923293547 2.9283480762908987\n",
      "2.9467207894190044 2.9839705725897994 2.9654236667464753 2.965345681004402\n",
      "2.9839705725897994 3.0217297192412857 3.002929278201018 3.0028501459155423\n",
      "3.0217297192412857 3.0600076381462618 3.0409489835826995 3.0408686786937738\n",
      "3.0600076381462618 3.0988204437657174 3.0794955723727644 3.0794140409559896\n",
      "3.0988204437657174 3.138174700185335 3.1185803435083463 3.118497571975526\n",
      "3.138174700185335 3.1780778272559775 3.158210292362659 3.158126263720656\n",
      "3.1780778272559775 3.2185441515718907 3.198396320992824 3.198310989413934\n",
      "3.2185441515718907 3.2595870552865884 3.2391522795272776 3.2390656034292395\n",
      "3.2595870552865884 3.3012108924847885 3.2804869977608284 3.2803989738856885\n",
      "3.3012108924847885 3.3434314671315217 3.3224106028770035 3.322321179808155\n",
      "3.3434314671315217 3.386263003865568 3.3649381022175113 3.364847235498545\n",
      "3.386263003865568 3.4297098257311456 3.4080787274103144 3.4079864147983567\n",
      "3.4297098257311456 3.4737926084864474 3.4518450470326467 3.4517512171087965\n",
      "3.4737926084864474 3.518519828172537 3.49625158482014 3.4961562183294923\n",
      "3.518519828172537 3.5639007131835196 3.54130719594667 3.5412102706780284\n",
      "3.5639007131835196 3.6099600261122546 3.587028941915292 3.586930369647887\n",
      "3.6099600261122546 3.6566976142692544 3.6334290208668625 3.6333288201907545\n",
      "3.6566976142692544 3.7041388360577328 3.6805201446657603 3.6804182251634936\n",
      "3.7041388360577328 3.752290180611239 3.7283181557930805 3.728214508334486\n",
      "3.752290180611239 3.8011700079894695 3.7768355296070344 3.7767300943003543\n",
      "3.8011700079894695 3.8507932636691438 3.8260889038552466 3.8259816358293066\n",
      "3.8507932636691438 3.9011729989425 3.8760922684334034 3.875983131305822\n",
      "3.9011729989425 3.95232916340814 3.926862153327049 3.92675108117532\n",
      "3.95232916340814 4.004273103616545 3.9784141689723893 3.9783011335123426\n",
      "4.004273103616545 4.057026214653971 4.030764729543048 4.030649659135258\n",
      "4.057026214653971 4.110602056222137 4.083931277956333 4.083814135438054\n",
      "4.110602056222137 4.165019325963796 4.137929964979082 4.137810691092967\n",
      "4.165019325963796 4.220298203158542 4.19278023521459 4.19265876456117\n",
      "4.220298203158542 4.276450238897593 4.248497915609084 4.248374221028067\n",
      "4.276450238897593 4.333506921962077 4.30510461347769 4.304978580429835\n",
      "4.333506921962077 4.391472891687918 4.362618274045052 4.362489906824997\n",
      "4.391472891687918 4.450381070050531 4.42105780268365 4.420926980869225\n",
      "4.450381070050531 4.5102449951499 4.480446343084932 4.480313032600216\n",
      "4.5102449951499 4.57108146562383 4.540799077677128 4.5406632303868655\n",
      "4.57108146562383 4.632928340956143 4.602143429088342 4.602004903289986\n",
      "4.632928340956143 4.69579222845985 4.664501490514469 4.664360284707996\n",
      "4.69579222845985 4.759696586996465 4.72788837013782 4.727744407728157\n",
      "4.759696586996465 4.824680190584143 4.792335252939648 4.792188388790304\n",
      "4.824680190584143 4.890752712711344 4.857866230901753 4.857716451647743\n",
      "4.890752712711344 4.957939562279839 4.9244989159086625 4.924346137495592\n",
      "4.957939562279839 5.0262730683259775 4.992262207921019 4.992106315302909\n"
     ]
    }
   ],
   "source": [
    "# Set redshift arrays:\n",
    "#zfile=np.loadtxt(\"z2ts.txt\",delimiter=',')\n",
    "nshells=216\n",
    "\n",
    "zfile=np.loadtxt(\"z2ts_MTNG.txt\")\n",
    "snaplist = zfile[0:nshells,0].astype(int)\n",
    "zsnap=zfile[0:nshells,1]\n",
    "print(snaplist[0:nshells])\n",
    "print(zsnap)\n",
    "rds_lower = zfile[0:nshells,2]\n",
    "rds_upper  = zfile[0:nshells,3]\n",
    "\n",
    "\n",
    "   \n",
    "#-----\n",
    "# Get lens redshifts, either from geometry (Wrong, I miss the dNdz.):\n",
    "zl_list = (3.0/4.0)*(rds_upper**4-rds_lower**4)/(rds_upper**3-rds_lower**3)\n",
    "#... or from the partice distribution:\n",
    "#tmp=np.loadtxt(\"z_or_skysim.txt\")\n",
    "zlens_exact=np.zeros_like(zsnap)\n",
    "for plane in range(0,nshells):\n",
    "    #zlens_exact[plane]=zsnap[nshells-1-plane]\n",
    "    zlens_exact[plane]=zsnap[plane]\n",
    "zlens_exact = zlens_exact[:nshells] \n",
    "    \n",
    "print( \" z_       z^               zl_geo             zl_file            \"  )\n",
    "for plane in range(0,nshells):\n",
    "    print(rds_lower[plane], rds_upper[plane], zl_list[plane],zlens_exact[plane] )\n",
    "\n",
    "#Mean_r = (r_max^4 - r_min^4)/(r_max^3 - rmin^3)*(3/4)\n",
    "#zl_list = 0.5*(rds_lower+rds_upper)\n",
    "\n",
    "\n",
    "#print(zlens_exact)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b013e576-ba7d-4e68-a996-aabafbf6a49f",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Got lens 0.0041776536854276625\n",
      "[-0.00431786 -0.01425853 -0.01425853 ... -0.01425853 -0.01425853\n",
      " -0.01425853]\n",
      "Got lens 0.012549321724445672\n",
      "[ 0.00032199 -0.02651157 -0.02651157 ... -0.02651157 -0.02651157\n",
      " -0.02651157]\n",
      "Got lens 0.02095398864007203\n",
      "[-0.00262177 -0.03364909 -0.03364909 ... -0.03364909 -0.03364909\n",
      " -0.03364909]\n",
      "Got lens 0.029392209103041855\n",
      "[-0.00351819 -0.03863919 -0.03863919 ... -0.03863919 -0.03863919\n",
      " -0.03863919]\n",
      "Got lens 0.037864548724045544\n",
      "[-0.00282825 -0.0424182  -0.0424182  ... -0.0424182  -0.0424182\n",
      " -0.0424182 ]\n",
      "Got lens 0.04637157560788119\n",
      "[ 0.00337675 -0.04542733 -0.04542733 ... -0.04542733 -0.04542733\n",
      " -0.04542733]\n",
      "Got lens 0.05491387228253697\n",
      "[ 0.00542087 -0.04789594 -0.04789594 ... -0.04789594 -0.04789594\n",
      " -0.04789594]\n",
      "Got lens 0.06349203124869929\n",
      "[ 0.00407415 -0.04998441 -0.04998441 ... -0.04998441 -0.04998441\n",
      " -0.04998441]\n",
      "Got lens 0.07210664255120836\n",
      "[ 0.00385854 -0.05177255 -0.05177255 ... -0.05177255 -0.05177255\n",
      " -0.05177255]\n",
      "Got lens 0.0807583180729019\n",
      "[ 0.00321005 -0.05331845 -0.05331845 ... -0.05331845 -0.05331845\n",
      " -0.05331845]\n",
      "Got lens 0.08944766639167112\n",
      "[ 0.00263456 -0.05467514 -0.05467547 ... -0.05467547 -0.05467547\n",
      " -0.05467547]\n",
      "Got lens 0.09817530505909255\n",
      "[ 0.002129   -0.05587686 -0.05587719 ... -0.05587719 -0.05587719\n",
      " -0.05587719]\n",
      "Got lens 0.10694186436801478\n",
      "[ 0.00183745 -0.05695497 -0.0569553  ... -0.0569553  -0.0569553\n",
      " -0.0569553 ]\n",
      "Got lens 0.11574797887929988\n",
      "[ 0.0016618  -0.05792397 -0.0579243  ... -0.0579243  -0.0579243\n",
      " -0.0579243 ]\n",
      "Got lens 0.12459429118149812\n",
      "[ 0.00122083 -0.05879954 -0.05879987 ... -0.05879987 -0.05879987\n",
      " -0.05879987]\n",
      "Got lens 0.13348145181859983\n",
      "[ 0.0125509  -0.05958994 -0.05959027 ... -0.05959027 -0.05959027\n",
      " -0.05959027]\n",
      "Got lens 0.14240993674330993\n",
      "[ 0.01201616 -0.06030649 -0.06030682 ... -0.06030682 -0.06030682\n",
      " -0.06030682]\n",
      "Got lens 0.15138012211485463\n",
      "[ 0.01239614 -0.06096042 -0.06096075 ... -0.06096075 -0.06096075\n",
      " -0.06096075]\n",
      "Got lens 0.16039285528748526\n",
      "[ 0.01288914 -0.06155521 -0.06155554 ... -0.06155554 -0.06155554\n",
      " -0.06155554]\n",
      "Got lens 0.16944909777179928\n",
      "[ 0.01270729 -0.06209793 -0.06209826 ... -0.06209826 -0.06209826\n",
      " -0.06209826]\n",
      "Got lens 0.17854954468161022\n",
      "[ 0.01397403 -0.06259696 -0.06259729 ... -0.06259729 -0.06259729\n",
      " -0.06259729]\n",
      "Got lens 0.18769489315888788\n",
      "[ 0.01397367 -0.06305759 -0.06305792 ... -0.06305792 -0.06305792\n",
      " -0.06305792]\n",
      "Got lens 0.1968858465875899\n",
      "[ 0.01377352 -0.06348016 -0.06348049 ... -0.06348049 -0.06348049\n",
      " -0.06348049]\n",
      "Got lens 0.2061230627059345\n",
      "[ 0.01385842 -0.06386802 -0.06386835 ... -0.06386835 -0.06386835\n",
      " -0.06386835]\n",
      "Got lens 0.21540677373592232\n",
      "[ 0.01383715 -0.06422292 -0.06422325 ... -0.06422325 -0.06422325\n",
      " -0.06422325]\n",
      "Got lens 0.22473777206439838\n",
      "[ 0.01385537 -0.06455236 -0.06455269 ... -0.06455269 -0.06455269\n",
      " -0.06455269]\n",
      "Got lens 0.23411728704231427\n",
      "[ 0.01397146 -0.06485681 -0.06485714 ... -0.06485714 -0.06485714\n",
      " -0.06485714]\n",
      "Got lens 0.24354606960565928\n",
      "[ 0.01377654 -0.06513777 -0.06513811 ... -0.06513811 -0.06513811\n",
      " -0.06513811]\n",
      "Got lens 0.25302487572754206\n",
      "[ 0.01366607 -0.06539705 -0.06539738 ... -0.06539738 -0.06539738\n",
      " -0.06539738]\n",
      "Got lens 0.26255435840013075\n",
      "[ 0.013529   -0.06563484 -0.06563517 ... -0.06563517 -0.06563517\n",
      " -0.06563517]\n",
      "Got lens 0.27213483630490287\n",
      "[ 0.01342386 -0.06585464 -0.06585497 ... -0.06585497 -0.06585497\n",
      " -0.06585497]\n",
      "Got lens 0.2817672188016799\n",
      "[ 0.01336574 -0.06605768 -0.06605801 ... -0.06605801 -0.06605801\n",
      " -0.06605801]\n",
      "Got lens 0.29145276376341456\n",
      "[ 0.01328229 -0.06624371 -0.06624404 ... -0.06624404 -0.06624404\n",
      " -0.06624404]\n",
      "Got lens 0.3011922606686802\n",
      "[ 0.01320435 -0.06641668 -0.06641701 ... -0.06641701 -0.06641701\n",
      " -0.06641701]\n",
      "Got lens 0.31098652807887495\n",
      "[ 0.01312081 -0.06657476 -0.06657509 ... -0.06657509 -0.06657509\n",
      " -0.06657509]\n",
      "Got lens 0.3208358597756913\n",
      "[ 0.01337657 -0.06672014 -0.06672047 ... -0.06672047 -0.06672047\n",
      " -0.06672047]\n",
      "Got lens 0.3307410796491964\n",
      "[ 0.01330906 -0.06685383 -0.06685416 ... -0.06685416 -0.06685416\n",
      " -0.06685416]\n",
      "Got lens 0.3407035753541986\n",
      "[ 0.01331379 -0.06697639 -0.06697672 ... -0.06697672 -0.06697672\n",
      " -0.06697672]\n",
      "Got lens 0.3507242124729578\n",
      "[ 0.01358441 -0.06708923 -0.06708957 ... -0.06708957 -0.06708957\n",
      " -0.06708957]\n",
      "Got lens 0.3608037707407019\n",
      "[ 0.01357401 -0.06719243 -0.06719276 ... -0.06719276 -0.06719276\n",
      " -0.06719276]\n",
      "Got lens 0.37094270620681735\n",
      "[ 0.0135711  -0.06728672 -0.06728705 ... -0.06728705 -0.06728705\n",
      " -0.06728705]\n",
      "Got lens 0.3811419993360673\n",
      "[ 0.01353144 -0.06737171 -0.06737205 ... -0.06737205 -0.06737205\n",
      " -0.06737205]\n",
      "Got lens 0.39140297716289785\n",
      "[ 0.0135277  -0.06744868 -0.06744901 ... -0.06744901 -0.06744901\n",
      " -0.06744901]\n",
      "Got lens 0.40172654479191827\n",
      "[ 0.01350684 -0.06751832 -0.06751865 ... -0.06751865 -0.06751865\n",
      " -0.06751865]\n",
      "Got lens 0.4121133467254561\n",
      "[ 0.0136157  -0.06758161 -0.06758194 ... -0.06758194 -0.06758194\n",
      " -0.06758194]\n",
      "Got lens 0.42256415159576544\n",
      "[ 0.01363543 -0.06763825 -0.06763858 ... -0.06763858 -0.06763858\n",
      " -0.06763858]\n",
      "Got lens 0.4330802023939876\n",
      "[ 0.01361548 -0.06768913 -0.06768946 ... -0.06768946 -0.06768946\n",
      " -0.06768946]\n",
      "Got lens 0.4436626300449291\n",
      "[ 0.01358511 -0.06773428 -0.06773461 ... -0.06773461 -0.06773461\n",
      " -0.06773461]\n"
     ]
    }
   ],
   "source": [
    "# Mass2Kappa_zslice\n",
    "# For n(z) see further below;\n",
    "\n",
    "\n",
    "#if __name__ == '__main__':\n",
    "#\n",
    "nside = 8192\n",
    "npix = 12 * nside**2\n",
    "noct = npix / 8 - nside\n",
    "\n",
    "#for zs in zsnap[1:]:\n",
    "#for zs in rds_upper[0:nshells]:\n",
    "for zs in rds_upper[59:nshells]:\n",
    "\n",
    "    # Initialise kappa maps:\n",
    "    kpmap = np.zeros(npix)\n",
    "    \n",
    "        \n",
    "    #planeIndexes = dlup[:,0]<=zs\n",
    "    #planeIndexes = np.flip(zlens_exact)<=zs\n",
    "    #print(zs,planeIndexes)\n",
    "    \n",
    "    for lens in range(0,nshells):\n",
    "        zl=zlens_exact[lens]\n",
    "\n",
    "        if zl >= zs:          \n",
    "            continue\n",
    "        filename = f'/mapsdir_{lens:03d}/maps_{lens:03d}.0.npy'\n",
    "                \n",
    "        #filename= 'shells_z'+str(nshells)+'_subsampleauto_groupiso/shell_hacc_z'+str(lens)+'_nside4096_seed'+str(seed)+'.fits'\n",
    "        #print(zs, zl)\n",
    "        #print(filename, lens, zl, zs)\n",
    "            \n",
    "        kappa_z = kappa_sl_ss(path_in+filename, zl, zs)\n",
    "        kpmap = kpmap + kappa_z\n",
    "        print(\"Got lens \" +str(zl))\n",
    "        print(kpmap)\n",
    "    # Convert to ring-ordered for sph.harmonic transforms:\n",
    "    #kpmap_ring = hp.reorder(kpmap, n2r = True)\n",
    "    #print(\"reordered map\")\n",
    "\n",
    "    #Apply mask\n",
    "    if 'hpmap_weight' in locals():\n",
    "        print(\"Mask already defined!\")\n",
    "    else:\n",
    "        print(\"Reading in weight map for Mira Titan (Comment if already on disk...)\")\n",
    "        hpmap_weight = hp.fitsfunc.read_map('../../FullSky_weight.fits', field=0,nest=False, partial=False, hdu=1, h=False, verbose=True, memmap=True)\n",
    "        #hpmap_weight = hp.fitsfunc.read_map('../../FullSky_weight_4096.fits', field=0,nest=False, partial=False, hdu=1, h=False, verbose=True, memmap=True)\n",
    "\n",
    "    # show mask:\n",
    "    #hp.mollview(hpmap_weight,\n",
    "    #            unit=None, cmap=pl.cm.coolwarm,\n",
    "    #            cbar=True, title='weight', norm=None\n",
    "    #            , nest=False\n",
    "    #            )\n",
    "    #pl.show()\n",
    "\n",
    "    kpmap *= hpmap_weight\n",
    "    #print(\"applied mask\")\n",
    "\n",
    "    # show kappa:\n",
    "    #np.max(kpmap_ring)\n",
    "    hp.mollview(kpmap,\n",
    "                unit='kappa', cmap=pl.cm.coolwarm,\n",
    "                cbar=True, title='', norm=None\n",
    "                , nest=False\n",
    "                )\n",
    "    pl.show()\n",
    "\n",
    "    lonra = [0, 20]\n",
    "    latra = [0, 10]\n",
    "\n",
    "    hp.cartview(kpmap,\n",
    "                cbar=True, lonra=lonra, latra=latra,\n",
    "                nest=False,\n",
    "                title=\" \",\n",
    "                # min=-10, max=0,\n",
    "                cmap=pl.cm.coolwarm,\n",
    "                norm=None, unit='kappa')\n",
    "    pl.show()\n",
    "    \n",
    "    # save to file:\n",
    "    #fname = '../../../HACC-Y1/kappa/V0/IC'+str(IC)+'/seed'+str(seed)+\"/\"+np.str(\"{:5.4f}\".format(zs))+\"kappa\"\n",
    "    fname = '../../../MTNG/kappa/'+str(\"{:5.4f}\".format(zs))+\"kappa\"\n",
    "\n",
    "    np.save(fname, kpmap)\n",
    "    print(\"Saved kappa\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "b4576114-d6ea-49c1-9a87-f31bd4d35476",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'ls' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[21], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mls\u001b[49m \n",
      "\u001b[0;31mNameError\u001b[0m: name 'ls' is not defined"
     ]
    }
   ],
   "source": [
    "ls \n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "8aa7670f-3137-4e23-aa8f-d4c2256601d6",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0084\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0167\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0252\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0336\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0421\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0506\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0592\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0678\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0764\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0851\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.0938\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1025\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1113\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1202\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1290\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1379\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1469\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1559\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1649\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1740\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1831\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.1923\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2015\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2108\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2201\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2294\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2388\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2483\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2578\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2673\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2769\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2866\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.2963\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.3061\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.3159\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.3258\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.3357\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.3457\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.3557\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.3659\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.3760\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.3863\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.3965\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.4069\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.4173\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.4278\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.4384\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.4490\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.4597\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.4704\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.4812\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.4921\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.5031\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.5141\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.5252\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.5364\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.5477\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.5590\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.5704\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.5819\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.5935\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.6052\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.6169\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.6287\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.6406\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.6526\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.6647\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.6769\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.6892\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.7015\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.7140\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.7265\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.7392\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.7519\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.7648\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.7777\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.7907\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.8039\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.8171\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.8305\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.8439\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.8575\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.8712\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.8850\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.8989\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.9129\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.9271\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.9414\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.9557\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.9703\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.9849\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=0.9996\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.0145\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.0296\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.0447\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.0600\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.0754\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.0910\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.1067\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.1225\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.1385\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.1547\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.1710\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.1874\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.2040\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.2208\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.2377\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.2548\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.2720\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.2894\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.3070\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.3247\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.3426\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.3607\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.3790\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.3975\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.4161\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.4349\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.4540\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.4732\n",
      "\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: zs=1.4926\n",
      "\n"
     ]
    },
    {
     "ename": "FileNotFoundError",
     "evalue": "[Errno 2] No such file or directory: '../../../MTNG/kappa/1.4926kappa.npy'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[22], line 8\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[38;5;28mprint\u001b[39m( \u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mLoading convergence map and computing C_ell\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms: zs=\u001b[39m\u001b[38;5;132;01m{:5.4f}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(zs) )\n\u001b[1;32m      7\u001b[0m fname \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m../../../MTNG/kappa/\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m+\u001b[39m\u001b[38;5;28mstr\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{:5.4f}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(zs))\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mkappa.npy\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m----> 8\u001b[0m kpmap_ring \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfname\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m      9\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mloaded kappa\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m     11\u001b[0m \u001b[38;5;66;03m# Compute C_ell:\u001b[39;00m\n",
      "File \u001b[0;32m/global/common/software/lsst/gitlab/desc-python-dev/2023-09-15-59-44/py/lib/python3.10/site-packages/numpy/lib/npyio.py:405\u001b[0m, in \u001b[0;36mload\u001b[0;34m(file, mmap_mode, allow_pickle, fix_imports, encoding, max_header_size)\u001b[0m\n\u001b[1;32m    403\u001b[0m     own_fid \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[1;32m    404\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 405\u001b[0m     fid \u001b[38;5;241m=\u001b[39m stack\u001b[38;5;241m.\u001b[39menter_context(\u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mos_fspath\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfile\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mrb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m)\n\u001b[1;32m    406\u001b[0m     own_fid \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m    408\u001b[0m \u001b[38;5;66;03m# Code to distinguish from NumPy binary files and pickles.\u001b[39;00m\n",
      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '../../../MTNG/kappa/1.4926kappa.npy'"
     ]
    }
   ],
   "source": [
    "# Compute C_ell:\n",
    "#for zs in zsnap[36:]:\n",
    "\n",
    "for zs in rds_upper[0:nshells]:\n",
    "\n",
    "    print( \"\\nLoading convergence map and computing C_ell's: zs={:5.4f}\\n\".format(zs) )\n",
    "    fname = '../../../MTNG/kappa/'+str(\"{:5.4f}\".format(zs))+\"kappa.npy\"\n",
    "    kpmap_ring = np.load(fname)\n",
    "    print(\"loaded kappa\")\n",
    "\n",
    "    # Compute C_ell:\n",
    "    Cl = hp.sphtfunc.anafast(kpmap_ring, map2=None, nspec=None, lmax=5000, mmax=None, iter=1, alm=False, pol=False, use_weights=False, datapath=None, gal_cut=0, use_pixel_weights=False)\n",
    "    Cl *= 8.0\n",
    "    print(\"Got C_ell\")\n",
    "    fname = '../../../MTNG/kappa/'+str(\"{:5.4f}\".format(zs))+\"Cl.dat\"\n",
    "    np.savetxt(fname,Cl)\n",
    "    print(\"Saved C_ell\")\n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "60d351da-3968-4e42-a9b6-29448c299734",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# kappa2shear:\n",
    "\n",
    "nside = 4096\n",
    "npix = 12 * nside**2\n",
    "noct = npix / 8 - nside\n",
    "seed=1\n",
    "#IC=150\n",
    "\n",
    "\n",
    "#for zs in zsnap[0:1]:\n",
    "#for zs in zsnap[28:29]:\n",
    "#for zs in rds_upper[0:nshells]:\n",
    "for zs in rds_upper[59:nshells]:\n",
    "#for zs in rds_upper[0:1]:\n",
    "\n",
    "    print( \"\\nLoading convergence map and computing shear maps for zs={:5.4f}\\n\".format(zs) )\n",
    "    fname = '../../../HACC-Y1/kappa/V0/IC'+str(IC)+'/seed'+str(seed)+\"/\"+np.str(\"{:5.4f}\".format(zs))+\"kappa.npy\"\n",
    "    kpmap_ring = np.load(fname)\n",
    "    print(\"loaded kappa\")\n",
    "\n",
    "    # Compute shear:\n",
    "    print(\"starting kappa map2alm\")\n",
    "    #alm_E = hp.sphtfunc.map2alm(kpmap_ring, lmax=5000, mmax=None, iter=3, pol=False, use_weights=False, datapath=None)\n",
    "    alm_E = hp.sphtfunc.map2alm(kpmap_ring, lmax=8192, mmax=None, iter=3, pol=False, use_weights=False, datapath=None)\n",
    "\n",
    "    #alm_E = hp.sphtfunc.map2alm(hpmap, lmax=20000, mmax=None, iter=3, pol=False, use_weights=False, datapath=None)\n",
    "    #alm_E = hp.sphtfunc.map2alm(hpmap_ring, lmax=5000, mmax=None, iter=3, pol=False, use_weights=False, datapath=None)\n",
    "    #alm_T = alm_E*0.0;\n",
    "    alm_B = alm_E*0.0;\n",
    "    #\n",
    "    print(\"Starting shear alm2map\")\n",
    "    #maps_QU = hp.alm2map_spin((alm_E, alm_B), nside, spin=2,lmax=5000,mmax=None)\n",
    "    maps_QU = hp.alm2map_spin((alm_E, alm_B), nside, spin=2,lmax=8192,mmax=None)\n",
    "\n",
    "    \n",
    "    #maps_TQU = hp.sphtfunc.alm2map((alm_T, alm_E, alm_B), nside, lmax=32768, mmax=None, pixwin=True, fwhm=0.0, sigma=None, pol=True, inplace=False, verbose=True)\n",
    "    #maps_TQU = hp.sphtfunc.alm2map((alm_T, alm_E, alm_B), nside, lmax=20000, mmax=None, pixwin=True, fwhm=0.0, sigma=None, pol=True, inplace=False, verbose=True)\n",
    "    #maps_TQU = hp.sphtfunc.alm2map((alm_T, alm_E, alm_B), nside, lmax=20000, mmax=None, pixwin=False, fwhm=0.0, sigma=None, pol=True, inplace=False, verbose=True)\n",
    "    #\n",
    "    gamma1 = maps_QU[0]\n",
    "    gamma2 = maps_QU[1]\n",
    "    print(\"Got shear\")\n",
    "    fname1 = '../../../HACC-Y1/shear/V0/IC'+str(IC)+'/seed'+str(seed)+\"/\"+np.str(\"{:5.4f}\".format(zs))+\"gamma1\"\n",
    "    fname2 = '../../../HACC-Y1/shear/V0/IC'+str(IC)+'/seed'+str(seed)+\"/\"+np.str(\"{:5.4f}\".format(zs))+\"gamma2\"\n",
    "\n",
    "    #fname1 = input.shearDir+np.str(\"{:5.4f}\".format(zs))+\"gamma1\"\n",
    "    #fname2 = input.shearDir+np.str(\"{:5.4f}\".format(zs))+\"gamma2\"\n",
    "    np.save(fname1, gamma1)\n",
    "    np.save(fname2, gamma2)\n",
    "    print(\"Saved gamma\")\n",
    "    \n",
    "    # show kappa:\n",
    "    #np.max(kpmap_ring)\n",
    "    #hp.mollview(kpmap_ring,\n",
    "    #            unit='kappa', cmap=pl.cm.coolwarm,\n",
    "    #            cbar=True, title='', norm=None\n",
    "    #            , nest=False\n",
    "    #            )\n",
    "    #pl.show()\n",
    "\n",
    "    #lonra = [0, 20]\n",
    "    #latra = [0, 10]\n",
    "\n",
    "    #hp.cartview(kpmap_ring,\n",
    "    #            cbar=True, lonra=lonra, latra=latra,\n",
    "    #            nest=False,\n",
    "    #            title=\" \",\n",
    "    #            # min=-10, max=0,\n",
    "    #            cmap=pl.cm.coolwarm,\n",
    "    #            norm=None, unit='kappa')\n",
    "    #pl.show()\n",
    "    #\n",
    "    # show gamma1:\n",
    "    #np.max(kpmap_ring)\n",
    "    #hp.mollview(gamma1,\n",
    "    #            unit='gamma1', cmap=pl.cm.coolwarm,\n",
    "    #            cbar=True, title='', norm=None\n",
    "    #            , nest=False\n",
    "    #            )\n",
    "    #pl.show()\n",
    "\n",
    "    #hp.cartview(gamma1,\n",
    "    #            cbar=True, lonra=lonra, latra=latra,\n",
    "    #            nest=False,\n",
    "    #            title=\" \",\n",
    "    #            # min=-10, max=0,\n",
    "    #            cmap=pl.cm.coolwarm,\n",
    "    #            norm=None, unit='shear1')\n",
    "    #pl.show()\n",
    "    # show kappa:\n",
    "    #np.max(kpmap_ring)\n",
    "    #hp.mollview(gamma2,\n",
    "    #            unit='gamma2', cmap=pl.cm.coolwarm,\n",
    "    #            cbar=True, title='', norm=None\n",
    "    #            , nest=False\n",
    "    #            )\n",
    "    #pl.show()\n",
    "\n",
    "    #lonra = [0, 20]\n",
    "    #latra = [0, 10]\n",
    "\n",
    "    #hp.cartview(gamma2,\n",
    "    #            cbar=True, lonra=lonra, latra=latra,\n",
    "    #            nest=False,\n",
    "     #           title=\" \",\n",
    "    #            # min=-10, max=0,\n",
    "     #           cmap=pl.cm.coolwarm,\n",
    "      #          norm=None, unit='shear2')\n",
    "    #pl.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "023da8ac-a4d9-4bce-bd37-8bbae07e0b0a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working on tomo 1\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z0_nside4096_seed0.fits 0 0.0 0\n",
      "set minimal zl to 0.0001\n",
      "set minimal zl to 0.0001\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z0_nside4096_seed0.fits 0.0 1847949660.0 2.0071505174235283e-18\n",
      "Got lens 0.0\n",
      "[0. 0. 0. ... 0. 0. 0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z1_nside4096_seed0.fits 1 0.01208459 1\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z1_nside4096_seed0.fits 0.01208459 1847949660.0 1.5683624597428945e-20\n",
      "Got lens 0.01208459\n",
      "[-3.35273001e-07 -3.35273001e-07 -3.35273001e-07 ... -3.35273001e-07\n",
      " -3.35273001e-07 -3.35273001e-07]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z2_nside4096_seed0.fits 2 0.02446483 2\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z2_nside4096_seed0.fits 0.02446483 1847949660.0 7.315444074354129e-21\n",
      "Got lens 0.02446483\n",
      "[-4.64334397e-05 -4.64334397e-05 -4.64334397e-05 ... -4.64334397e-05\n",
      " -4.64334397e-05 -4.64334397e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z3_nside4096_seed0.fits 3 0.03501545 3\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z3_nside4096_seed0.fits 0.03501545 1847949660.0 4.8690992997568996e-21\n",
      "Got lens 0.03501545\n",
      "[-0.00012205 -0.00012205 -0.00012205 ... -0.00012205 -0.00012205\n",
      " -0.00012205]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z4_nside4096_seed0.fits 4 0.05015674 4\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z4_nside4096_seed0.fits 0.05015674 1847949660.0 3.168735972761551e-21\n",
      "Got lens 0.05015674\n",
      "[-0.00018492 -0.00018492 -0.00018492 ... -0.00018492 -0.00018492\n",
      " -0.00018492]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z5_nside4096_seed0.fits 5 0.06124604 5\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z5_nside4096_seed0.fits 0.06124604 1847949660.0 2.4629217463717386e-21\n",
      "Got lens 0.06124604\n",
      "[-6.26705711e-05 -2.09451783e-04 -2.09451783e-04 ... -2.09451783e-04\n",
      " -2.09451783e-04 -2.09451783e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z6_nside4096_seed0.fits 6 0.07486631 6\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z6_nside4096_seed0.fits 0.07486631 1847949660.0 1.8873561169762594e-21\n",
      "Got lens 0.07486631\n",
      "[ 0.00047718 -0.00025393 -0.00025393 ... -0.00025393 -0.00025393\n",
      " -0.00025393]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z7_nside4096_seed0.fits 7 0.08648649 7\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z7_nside4096_seed0.fits 0.08648649 1847949660.0 1.543001665356169e-21\n",
      "Got lens 0.08648649\n",
      "[-0.00015064 -0.00028857 -0.00028857 ... -0.00028857 -0.00028857\n",
      " -0.00028857]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z8_nside4096_seed0.fits 8 0.1007667 8\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z8_nside4096_seed0.fits 0.1007667 1847949660.0 1.2319925382455788e-21\n",
      "Got lens 0.1007667\n",
      "[-0.00027493 -0.00031165 -0.00031165 ... -0.00031165 -0.00031165\n",
      " -0.00031165]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z9_nside4096_seed0.fits 9 0.11295681 9\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z9_nside4096_seed0.fits 0.11295681 1847949660.0 1.0312541760764604e-21\n",
      "Got lens 0.11295681\n",
      "[ 2.90335603e-05 -3.08991007e-04 -3.08991007e-04 ... -3.08991007e-04\n",
      " -3.08991007e-04 -3.08991007e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z10_nside4096_seed0.fits 10 0.12794613 10\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z10_nside4096_seed0.fits 0.12794613 1847949660.0 8.395603557282425e-22\n",
      "Got lens 0.12794613\n",
      "[-0.00030186 -0.0003519  -0.0003519  ... -0.0003519  -0.0003519\n",
      " -0.0003519 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z11_nside4096_seed0.fits 11 0.14074915 11\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z11_nside4096_seed0.fits 0.14074915 1847949660.0 7.10157438428253e-22\n",
      "Got lens 0.14074915\n",
      "[-0.00025654 -0.00032003 -0.00032003 ... -0.00032003 -0.00032003\n",
      " -0.00032003]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z12_nside4096_seed0.fits 12 0.15384615 12\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z12_nside4096_seed0.fits 0.15384615 1847949660.0 6.018344865196325e-22\n",
      "Got lens 0.15384615\n",
      "[-9.94517662e-05 -3.32588272e-04 -3.32588272e-04 ... -3.32588272e-04\n",
      " -3.32588272e-04 -3.32588272e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z13_nside4096_seed0.fits 13 0.16724739 13\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z13_nside4096_seed0.fits 0.16724739 1847949660.0 5.102073007990071e-22\n",
      "Got lens 0.16724739\n",
      "[-0.00010021 -0.00037387 -0.00037387 ... -0.00037387 -0.00037387\n",
      " -0.00037387]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z14_nside4096_seed0.fits 14 0.18374558 14\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z14_nside4096_seed0.fits 0.18374558 1847949660.0 4.1780758529984397e-22\n",
      "Got lens 0.18374558\n",
      "[-0.00017019 -0.00038184 -0.00038184 ... -0.00038184 -0.00038184\n",
      " -0.00038184]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z15_nside4096_seed0.fits 15 0.19785459 15\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z15_nside4096_seed0.fits 0.19785459 1847949660.0 3.526775650864512e-22\n",
      "Got lens 0.19785459\n",
      "[-0.0001493  -0.00032795 -0.00032795 ... -0.00032795 -0.00032795\n",
      " -0.00032795]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z16_nside4096_seed0.fits 16 0.21230398 16\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z16_nside4096_seed0.fits 0.21230398 1847949660.0 2.964489972890232e-22\n",
      "Got lens 0.21230398\n",
      "[-0.00016373 -0.00032273 -0.00032273 ... -0.00032273 -0.00032273\n",
      " -0.00032273]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z17_nside4096_seed0.fits 17 0.22710623 17\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z17_nside4096_seed0.fits 0.22710623 1847949660.0 2.47741572603954e-22\n",
      "Got lens 0.22710623\n",
      "[-0.00022122 -0.00030981 -0.00030981 ... -0.00030981 -0.00030981\n",
      " -0.00030981]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z18_nside4096_seed0.fits 18 0.24227441 18\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z18_nside4096_seed0.fits 0.24227441 1847949660.0 2.0545463064573353e-22\n",
      "Got lens 0.24227441\n",
      "[-0.00017788 -0.00028808 -0.00028808 ... -0.00028808 -0.00028808\n",
      " -0.00028808]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z19_nside4096_seed0.fits 19 0.25782228 19\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z19_nside4096_seed0.fits 0.25782228 1847949660.0 1.6873237191928187e-22\n",
      "Got lens 0.25782228\n",
      "[-5.38618579e-05 -2.44922779e-04 -2.44922779e-04 ... -2.44922779e-04\n",
      " -2.44922779e-04 -2.44922779e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z20_nside4096_seed0.fits 20 0.27054362 20\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z20_nside4096_seed0.fits 0.27054362 1847949660.0 1.4289770977755803e-22\n",
      "Got lens 0.27054362\n",
      "[-0.00013967 -0.00021206 -0.00021206 ... -0.00021206 -0.00021206\n",
      " -0.00021206]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z21_nside4096_seed0.fits 21 0.2835249 21\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z21_nside4096_seed0.fits 0.2835249 1847949660.0 1.1987520797515736e-22\n",
      "Got lens 0.2835249\n",
      "[ 9.89621963e-06 -2.47292390e-04 -2.47292390e-04 ... -2.47292390e-04\n",
      " -2.47292390e-04 -2.47292390e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z22_nside4096_seed0.fits 22 0.30350195 22\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z22_nside4096_seed0.fits 0.30350195 1847949660.0 9.008306684990515e-23\n",
      "Got lens 0.30350195\n",
      "[ 0.00081452 -0.0002082  -0.0002082  ... -0.0002082  -0.0002082\n",
      " -0.0002082 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z23_nside4096_seed0.fits 23 0.31716907 23\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z23_nside4096_seed0.fits 0.31716907 1847949660.0 7.307150143870313e-23\n",
      "Got lens 0.31716907\n",
      "[-0.00013364 -0.00017065 -0.00017065 ... -0.00017065 -0.00017065\n",
      " -0.00017065]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z24_nside4096_seed0.fits 24 0.33466135 24\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z24_nside4096_seed0.fits 0.33466135 1847949660.0 5.475481580222155e-23\n",
      "Got lens 0.33466135\n",
      "[-9.83603992e-05 -1.44045040e-04 -1.44045040e-04 ... -1.44045040e-04\n",
      " -1.44045040e-04 -1.44045040e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z25_nside4096_seed0.fits 25 0.34899329 25\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z25_nside4096_seed0.fits 0.34899329 1847949660.0 4.224799869463174e-23\n",
      "Got lens 0.34899329\n",
      "[-7.44842544e-05 -1.09733841e-04 -1.09733841e-04 ... -1.09733841e-04\n",
      " -1.09733841e-04 -1.09733841e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z26_nside4096_seed0.fits 26 0.36363636 26\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z26_nside4096_seed0.fits 0.36363636 1847949660.0 3.1552222408164e-23\n",
      "Got lens 0.36363636\n",
      "[-5.19809000e-05 -9.99310523e-05 -9.99310523e-05 ... -9.99310523e-05\n",
      " -9.99310523e-05 -9.99310523e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z27_nside4096_seed0.fits 27 0.3823934 27\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z27_nside4096_seed0.fits 0.3823934 1847949660.0 2.0540368262683597e-23\n",
      "Got lens 0.3823934\n",
      "[-4.81174241e-05 -7.99448436e-05 -7.99448436e-05 ... -7.99448436e-05\n",
      " -7.99448436e-05 -7.99448436e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z28_nside4096_seed0.fits 28 0.40167364 28\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z28_nside4096_seed0.fits 0.40167364 1847949660.0 1.20084743643224e-23\n",
      "Got lens 0.40167364\n",
      "[-2.60873230e-05 -4.64836774e-05 -4.64836774e-05 ... -4.64836774e-05\n",
      " -4.64836774e-05 -4.64836774e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z29_nside4096_seed0.fits 29 0.41748942 29\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z29_nside4096_seed0.fits 0.41748942 1847949660.0 6.88323409069167e-24\n",
      "Got lens 0.41748942\n",
      "[ 3.48952450e-06 -2.62511218e-05 -2.62511218e-05 ... -2.62511218e-05\n",
      " -2.62511218e-05 -2.62511218e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z30_nside4096_seed0.fits 30 0.43366619 30\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z30_nside4096_seed0.fits 0.43366619 1847949660.0 3.2100544257374214e-24\n",
      "Got lens 0.43366619\n",
      "[ 2.16543621e-05 -1.34505847e-05 -1.34505847e-05 ... -1.34505847e-05\n",
      " -1.34505847e-05 -1.34505847e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z31_nside4096_seed0.fits 31 0.45021645 31\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z31_nside4096_seed0.fits 0.45021645 1847949660.0 9.426560476396045e-25\n",
      "Got lens 0.45021645\n",
      "[-3.19524026e-06 -4.76824904e-06 -4.76824904e-06 ... -4.76824904e-06\n",
      " -4.76824904e-06 -4.76824904e-06]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z32_nside4096_seed0.fits 32 0.47144949 32\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z32_nside4096_seed0.fits 0.47144949 1847949660.0 5.564061083975874e-27\n",
      "Got lens 0.47144949\n",
      "[-2.09449517e-08 -3.07270892e-08 -3.07270892e-08 ... -3.07270892e-08\n",
      " -3.07270892e-08 -3.07270892e-08]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z33_nside4096_seed0.fits 33 0.48888889 33\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z33_nside4096_seed0.fits 0.48888889 1847949660.0 0.0\n",
      "Got lens 0.48888889\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z34_nside4096_seed0.fits 34 0.50224215 34\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z34_nside4096_seed0.fits 0.50224215 1847949660.0 0.0\n",
      "Got lens 0.50224215\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z35_nside4096_seed0.fits 35 0.5158371 35\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z35_nside4096_seed0.fits 0.5158371 1847949660.0 0.0\n",
      "Got lens 0.5158371\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z36_nside4096_seed0.fits 36 0.53905054 36\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z36_nside4096_seed0.fits 0.53905054 1847949660.0 0.0\n",
      "Got lens 0.53905054\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z37_nside4096_seed0.fits 37 0.55813953 37\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z37_nside4096_seed0.fits 0.55813953 1847949660.0 0.0\n",
      "Got lens 0.55813953\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z38_nside4096_seed0.fits 38 0.57770801 38\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z38_nside4096_seed0.fits 0.57770801 1847949660.0 0.0\n",
      "Got lens 0.57770801\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z39_nside4096_seed0.fits 39 0.59777424 39\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z39_nside4096_seed0.fits 0.59777424 1847949660.0 0.0\n",
      "Got lens 0.59777424\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z40_nside4096_seed0.fits 40 0.61835749 40\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z40_nside4096_seed0.fits 0.61835749 1847949660.0 0.0\n",
      "Got lens 0.61835749\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z41_nside4096_seed0.fits 41 0.63947798 41\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z41_nside4096_seed0.fits 0.63947798 1847949660.0 0.0\n",
      "Got lens 0.63947798\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z42_nside4096_seed0.fits 42 0.65568369 42\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z42_nside4096_seed0.fits 0.65568369 1847949660.0 0.0\n",
      "Got lens 0.65568369\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z43_nside4096_seed0.fits 43 0.67221298 43\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z43_nside4096_seed0.fits 0.67221298 1847949660.0 0.0\n",
      "Got lens 0.67221298\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z44_nside4096_seed0.fits 44 0.69477234 44\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z44_nside4096_seed0.fits 0.69477234 1847949660.0 0.0\n",
      "Got lens 0.69477234\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z45_nside4096_seed0.fits 45 0.71794872 45\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z45_nside4096_seed0.fits 0.71794872 1847949660.0 0.0\n",
      "Got lens 0.71794872\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z46_nside4096_seed0.fits 46 0.7357513 46\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z46_nside4096_seed0.fits 0.7357513 1847949660.0 0.0\n",
      "Got lens 0.7357513\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z47_nside4096_seed0.fits 47 0.76007005 47\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z47_nside4096_seed0.fits 0.76007005 1847949660.0 0.0\n",
      "Got lens 0.76007005\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z48_nside4096_seed0.fits 48 0.77876106 48\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z48_nside4096_seed0.fits 0.77876106 1847949660.0 0.0\n",
      "Got lens 0.77876106\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z49_nside4096_seed0.fits 49 0.79785331 49\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z49_nside4096_seed0.fits 0.79785331 1847949660.0 0.0\n",
      "Got lens 0.79785331\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z50_nside4096_seed0.fits 50 0.82395644 50\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z50_nside4096_seed0.fits 0.82395644 1847949660.0 0.0\n",
      "Got lens 0.82395644\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z51_nside4096_seed0.fits 51 0.8440367 51\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z51_nside4096_seed0.fits 0.8440367 1847949660.0 0.0\n",
      "Got lens 0.8440367\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z52_nside4096_seed0.fits 52 0.86456401 52\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z52_nside4096_seed0.fits 0.86456401 1847949660.0 0.0\n",
      "Got lens 0.86456401\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z53_nside4096_seed0.fits 53 0.88555347 53\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z53_nside4096_seed0.fits 0.88555347 1847949660.0 0.0\n",
      "Got lens 0.88555347\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z54_nside4096_seed0.fits 54 0.91428571 54\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z54_nside4096_seed0.fits 0.91428571 1847949660.0 0.0\n",
      "Got lens 0.91428571\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z55_nside4096_seed0.fits 55 0.93641618 55\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z55_nside4096_seed0.fits 0.93641618 1847949660.0 0.0\n",
      "Got lens 0.93641618\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z56_nside4096_seed0.fits 56 0.95906433 56\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z56_nside4096_seed0.fits 0.95906433 1847949660.0 0.0\n",
      "Got lens 0.95906433\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z57_nside4096_seed0.fits 57 0.98224852 57\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z57_nside4096_seed0.fits 0.98224852 1847949660.0 0.0\n",
      "Got lens 0.98224852\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z58_nside4096_seed0.fits 58 1.00598802 58\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z58_nside4096_seed0.fits 1.00598802 1847949660.0 0.0\n",
      "Got lens 1.00598802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z59_nside4096_seed0.fits 59 1.03030303 59\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z59_nside4096_seed0.fits 1.03030303 1847949660.0 0.0\n",
      "Got lens 1.03030303\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z60_nside4096_seed0.fits 60 1.05521472 60\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z60_nside4096_seed0.fits 1.05521472 1847949660.0 0.0\n",
      "Got lens 1.05521472\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z61_nside4096_seed0.fits 61 1.08074534 61\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z61_nside4096_seed0.fits 1.08074534 1847949660.0 0.0\n",
      "Got lens 1.08074534\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z62_nside4096_seed0.fits 62 1.10691824 62\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z62_nside4096_seed0.fits 1.10691824 1847949660.0 0.0\n",
      "Got lens 1.10691824\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z63_nside4096_seed0.fits 63 1.12473573 63\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z63_nside4096_seed0.fits 1.12473573 1847949660.0 0.0\n",
      "Got lens 1.12473573\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z64_nside4096_seed0.fits 64 1.15203426 64\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z64_nside4096_seed0.fits 1.15203426 1847949660.0 0.0\n",
      "Got lens 1.15203426\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z65_nside4096_seed0.fits 65 1.18004338 65\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z65_nside4096_seed0.fits 1.18004338 1847949660.0 0.0\n",
      "Got lens 1.18004338\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z66_nside4096_seed0.fits 66 1.20879121 66\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z66_nside4096_seed0.fits 1.20879121 1847949660.0 0.0\n",
      "Got lens 1.20879121\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z67_nside4096_seed0.fits 67 1.23830735 67\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z67_nside4096_seed0.fits 1.23830735 1847949660.0 0.0\n",
      "Got lens 1.23830735\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z68_nside4096_seed0.fits 68 1.25842697 68\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z68_nside4096_seed0.fits 1.25842697 1847949660.0 0.0\n",
      "Got lens 1.25842697\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z69_nside4096_seed0.fits 69 1.29977117 69\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z69_nside4096_seed0.fits 1.29977117 1847949660.0 0.0\n",
      "Got lens 1.29977117\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z70_nside4096_seed0.fits 70 1.32101617 70\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z70_nside4096_seed0.fits 1.32101617 1847949660.0 0.0\n",
      "Got lens 1.32101617\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z71_nside4096_seed0.fits 71 1.34265734 71\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z71_nside4096_seed0.fits 1.34265734 1847949660.0 0.0\n",
      "Got lens 1.34265734\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z72_nside4096_seed0.fits 72 1.37588652 72\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z72_nside4096_seed0.fits 1.37588652 1847949660.0 0.0\n",
      "Got lens 1.37588652\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z73_nside4096_seed0.fits 73 1.39856802 73\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z73_nside4096_seed0.fits 1.39856802 1847949660.0 0.0\n",
      "Got lens 1.39856802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z74_nside4096_seed0.fits 74 1.43341404 74\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z74_nside4096_seed0.fits 1.43341404 1847949660.0 0.0\n",
      "Got lens 1.43341404\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z75_nside4096_seed0.fits 75 1.45721271 75\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z75_nside4096_seed0.fits 1.45721271 1847949660.0 0.0\n",
      "Got lens 1.45721271\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z76_nside4096_seed0.fits 76 1.49379653 76\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z76_nside4096_seed0.fits 1.49379653 1847949660.0 0.0\n",
      "Got lens 1.49379653\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z77_nside4096_seed0.fits 77 1.5443038 77\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z77_nside4096_seed0.fits 1.5443038 1847949660.0 0.0\n",
      "Got lens 1.5443038\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z78_nside4096_seed0.fits 78 1.61038961 78\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z78_nside4096_seed0.fits 1.61038961 1847949660.0 0.0\n",
      "Got lens 1.61038961\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z79_nside4096_seed0.fits 79 1.68 79\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z79_nside4096_seed0.fits 1.68 1847949660.0 0.0\n",
      "Got lens 1.68\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z80_nside4096_seed0.fits 80 1.73841962 80\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z80_nside4096_seed0.fits 1.73841962 1847949660.0 0.0\n",
      "Got lens 1.73841962\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z81_nside4096_seed0.fits 81 1.7994429 81\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z81_nside4096_seed0.fits 1.7994429 1847949660.0 0.0\n",
      "Got lens 1.7994429\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z82_nside4096_seed0.fits 82 1.87965616 82\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z82_nside4096_seed0.fits 1.87965616 1847949660.0 0.0\n",
      "Got lens 1.87965616\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z83_nside4096_seed0.fits 83 1.94721408 83\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z83_nside4096_seed0.fits 1.94721408 1847949660.0 0.0\n",
      "Got lens 1.94721408\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z84_nside4096_seed0.fits 84 2.01801802 84\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z84_nside4096_seed0.fits 2.01801802 1847949660.0 0.0\n",
      "Got lens 2.01801802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z85_nside4096_seed0.fits 85 2.09230769 85\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z85_nside4096_seed0.fits 2.09230769 1847949660.0 0.0\n",
      "Got lens 2.09230769\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z86_nside4096_seed0.fits 86 2.170347 86\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z86_nside4096_seed0.fits 2.170347 1847949660.0 0.0\n",
      "Got lens 2.170347\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z87_nside4096_seed0.fits 87 2.25242718 87\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z87_nside4096_seed0.fits 2.25242718 1847949660.0 0.0\n",
      "Got lens 2.25242718\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z88_nside4096_seed0.fits 88 2.31683168 88\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z88_nside4096_seed0.fits 2.31683168 1847949660.0 0.0\n",
      "Got lens 2.31683168\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z89_nside4096_seed0.fits 89 2.40677966 89\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z89_nside4096_seed0.fits 2.40677966 1847949660.0 0.0\n",
      "Got lens 2.40677966\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z90_nside4096_seed0.fits 90 2.47750865 90\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z90_nside4096_seed0.fits 2.47750865 1847949660.0 0.0\n",
      "Got lens 2.47750865\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z91_nside4096_seed0.fits 91 2.57651246 91\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z91_nside4096_seed0.fits 2.57651246 1847949660.0 0.0\n",
      "Got lens 2.57651246\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z92_nside4096_seed0.fits 92 2.65454545 92\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z92_nside4096_seed0.fits 2.65454545 1847949660.0 0.0\n",
      "Got lens 2.65454545\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z93_nside4096_seed0.fits 93 2.73605948 93\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z93_nside4096_seed0.fits 2.73605948 1847949660.0 0.0\n",
      "Got lens 2.73605948\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z94_nside4096_seed0.fits 94 2.85057471 94\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z94_nside4096_seed0.fits 2.85057471 1847949660.0 0.0\n",
      "Got lens 2.85057471\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z95_nside4096_seed0.fits 95 2.94117647 95\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z95_nside4096_seed0.fits 2.94117647 1847949660.0 0.0\n",
      "Got lens 2.94117647\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z96_nside4096_seed0.fits 96 3.03614458 96\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z96_nside4096_seed0.fits 3.03614458 1847949660.0 0.0\n",
      "Got lens 3.03614458\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z97_nside4096_seed0.fits 97 3.10204082 97\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z97_nside4096_seed0.fits 3.10204082 1847949660.0 0.0\n",
      "Got lens 3.10204082\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z98_nside4096_seed0.fits 98 3.20502092 98\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z98_nside4096_seed0.fits 3.20502092 1847949660.0 0.0\n",
      "Got lens 3.20502092\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z99_nside4096_seed0.fits 99 3.31330472 99\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z99_nside4096_seed0.fits 3.31330472 1847949660.0 0.0\n",
      "Got lens 3.31330472\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z100_nside4096_seed0.fits 100 3.42731278 100\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z100_nside4096_seed0.fits 3.42731278 1847949660.0 0.0\n",
      "Got lens 3.42731278\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z101_nside4096_seed0.fits 101 3.54751131 101\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z101_nside4096_seed0.fits 3.54751131 1847949660.0 0.0\n",
      "Got lens 3.54751131\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z102_nside4096_seed0.fits 102 3.63133641 102\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z102_nside4096_seed0.fits 3.63133641 1847949660.0 0.0\n",
      "Got lens 3.63133641\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z103_nside4096_seed0.fits 103 3.76303318 103\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z103_nside4096_seed0.fits 3.76303318 1847949660.0 0.0\n",
      "Got lens 3.76303318\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z104_nside4096_seed0.fits 104 3.85507246 104\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z104_nside4096_seed0.fits 3.85507246 1847949660.0 0.0\n",
      "Got lens 3.85507246\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z105_nside4096_seed0.fits 105 4.0 105\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z105_nside4096_seed0.fits 4.0 1847949660.0 0.0\n",
      "Got lens 4.0\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "Reading in weight map for Mira Titan (Comment if already on disk...)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: AstropyDeprecationWarning: \"verbose\" was deprecated in version 1.15.0 and will be removed in a future version.  [warnings]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "applied mask\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_8258/1703849833.py:95: DeprecationWarning: `np.str` is a deprecated alias for the builtin `str`. To silence this warning, use `str` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.str_` here.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  fname = \"../../../HACC-Y1/kappa/V0/IC\"+str(IC)+\"/seed\"+str(seed)+\"/kappa_tomo\"+np.str(tomo)+\"_\"+np.str(nshells)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved kappa\n",
      "Working on tomo 2\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z0_nside4096_seed0.fits 0 0.0 0\n",
      "set minimal zl to 0.0001\n",
      "set minimal zl to 0.0001\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z0_nside4096_seed0.fits 0.0 1847949660.0 2.0040619783655155e-18\n",
      "Got lens 0.0\n",
      "[0. 0. 0. ... 0. 0. 0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z1_nside4096_seed0.fits 1 0.01208459 1\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z1_nside4096_seed0.fits 0.01208459 1847949660.0 1.643254542881409e-20\n",
      "Got lens 0.01208459\n",
      "[-3.5128288e-07 -3.5128288e-07 -3.5128288e-07 ... -3.5128288e-07\n",
      " -3.5128288e-07 -3.5128288e-07]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z2_nside4096_seed0.fits 2 0.02446483 2\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z2_nside4096_seed0.fits 0.02446483 1847949660.0 8.035832441408787e-21\n",
      "Got lens 0.02446483\n",
      "[-5.10059728e-05 -5.10059728e-05 -5.10059728e-05 ... -5.10059728e-05\n",
      " -5.10059728e-05 -5.10059728e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z3_nside4096_seed0.fits 3 0.03501545 3\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z3_nside4096_seed0.fits 0.03501545 1847949660.0 5.563937313725175e-21\n",
      "Got lens 0.03501545\n",
      "[-0.00013947 -0.00013947 -0.00013947 ... -0.00013947 -0.00013947\n",
      " -0.00013947]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z4_nside4096_seed0.fits 4 0.05015674 4\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z4_nside4096_seed0.fits 0.05015674 1847949660.0 3.831064022393197e-21\n",
      "Got lens 0.05015674\n",
      "[-0.00022358 -0.00022358 -0.00022358 ... -0.00022358 -0.00022358\n",
      " -0.00022358]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z5_nside4096_seed0.fits 5 0.06124604 5\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z5_nside4096_seed0.fits 0.06124604 1847949660.0 3.1039189637039e-21\n",
      "Got lens 0.06124604\n",
      "[-7.89811427e-05 -2.63963466e-04 -2.63963466e-04 ... -2.63963466e-04\n",
      " -2.63963466e-04 -2.63963466e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z6_nside4096_seed0.fits 6 0.07486631 6\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z6_nside4096_seed0.fits 0.07486631 1847949660.0 2.5041106046387184e-21\n",
      "Got lens 0.07486631\n",
      "[ 0.00063312 -0.00033692 -0.00033692 ... -0.00033692 -0.00033692\n",
      " -0.00033692]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z7_nside4096_seed0.fits 7 0.08648649 7\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z7_nside4096_seed0.fits 0.08648649 1847949660.0 2.1406176093773817e-21\n",
      "Got lens 0.08648649\n",
      "[-0.00020898 -0.00040034 -0.00040034 ... -0.00040034 -0.00040034\n",
      " -0.00040034]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z8_nside4096_seed0.fits 8 0.1007667 8\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z8_nside4096_seed0.fits 0.1007667 1847949660.0 1.807534898423905e-21\n",
      "Got lens 0.1007667\n",
      "[-0.00040337 -0.00045724 -0.00045724 ... -0.00045724 -0.00045724\n",
      " -0.00045724]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z9_nside4096_seed0.fits 9 0.11295681 9\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z9_nside4096_seed0.fits 0.11295681 1847949660.0 1.5889026097619432e-21\n",
      "Got lens 0.11295681\n",
      "[ 4.47333944e-05 -4.76077216e-04 -4.76077216e-04 ... -4.76077216e-04\n",
      " -4.76077216e-04 -4.76077216e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z10_nside4096_seed0.fits 10 0.12794613 10\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z10_nside4096_seed0.fits 0.12794613 1847949660.0 1.3761384050826857e-21\n",
      "Got lens 0.12794613\n",
      "[-0.00049479 -0.0005768  -0.0005768  ... -0.0005768  -0.0005768\n",
      " -0.0005768 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z11_nside4096_seed0.fits 11 0.14074915 11\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z11_nside4096_seed0.fits 0.14074915 1847949660.0 1.2294706124848892e-21\n",
      "Got lens 0.14074915\n",
      "[-0.00044414 -0.00055405 -0.00055405 ... -0.00055405 -0.00055405\n",
      " -0.00055405]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z12_nside4096_seed0.fits 12 0.15384615 12\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z12_nside4096_seed0.fits 0.15384615 1847949660.0 1.1039782490537563e-21\n",
      "Got lens 0.15384615\n",
      "[-0.00018243 -0.00061009 -0.00061009 ... -0.00061009 -0.00061009\n",
      " -0.00061009]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z13_nside4096_seed0.fits 13 0.16724739 13\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z13_nside4096_seed0.fits 0.16724739 1847949660.0 9.95227396281135e-22\n",
      "Got lens 0.16724739\n",
      "[-0.00019547 -0.00072928 -0.00072928 ... -0.00072928 -0.00072928\n",
      " -0.00072928]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z14_nside4096_seed0.fits 14 0.18374558 14\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z14_nside4096_seed0.fits 0.18374558 1847949660.0 8.822619950590539e-22\n",
      "Got lens 0.18374558\n",
      "[-0.00035938 -0.0008063  -0.0008063  ... -0.0008063  -0.0008063\n",
      " -0.0008063 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z15_nside4096_seed0.fits 15 0.19785459 15\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z15_nside4096_seed0.fits 0.19785459 1847949660.0 7.998951657161258e-22\n",
      "Got lens 0.19785459\n",
      "[-0.00033861 -0.00074382 -0.00074382 ... -0.00074382 -0.00074382\n",
      " -0.00074382]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z16_nside4096_seed0.fits 16 0.21230398 16\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z16_nside4096_seed0.fits 0.21230398 1847949660.0 7.262612849503061e-22\n",
      "Got lens 0.21230398\n",
      "[-0.00040111 -0.00079066 -0.00079066 ... -0.00079066 -0.00079066\n",
      " -0.00079066]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z17_nside4096_seed0.fits 17 0.22710623 17\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z17_nside4096_seed0.fits 0.22710623 1847949660.0 6.599308550371484e-22\n",
      "Got lens 0.22710623\n",
      "[-0.00058929 -0.00082527 -0.00082527 ... -0.00082527 -0.00082527\n",
      " -0.00082527]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z18_nside4096_seed0.fits 18 0.24227441 18\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z18_nside4096_seed0.fits 0.24227441 1847949660.0 5.997652537889273e-22\n",
      "Got lens 0.24227441\n",
      "[-0.00051927 -0.00084097 -0.00084097 ... -0.00084097 -0.00084097\n",
      " -0.00084097]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z19_nside4096_seed0.fits 19 0.25782228 19\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z19_nside4096_seed0.fits 0.25782228 1847949660.0 5.448458378102776e-22\n",
      "Got lens 0.25782228\n",
      "[-0.00017392 -0.00079087 -0.00079087 ... -0.00079087 -0.00079087\n",
      " -0.00079087]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z20_nside4096_seed0.fits 20 0.27054362 20\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z20_nside4096_seed0.fits 0.27054362 1847949660.0 5.041792895236389e-22\n",
      "Got lens 0.27054362\n",
      "[-0.00049279 -0.00074819 -0.00074819 ... -0.00074819 -0.00074819\n",
      " -0.00074819]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z21_nside4096_seed0.fits 21 0.2835249 21\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z21_nside4096_seed0.fits 0.2835249 1847949660.0 4.660664985405777e-22\n",
      "Got lens 0.2835249\n",
      "[ 3.84758159e-05 -9.61455667e-04 -9.61455667e-04 ... -9.61455667e-04\n",
      " -9.61455667e-04 -9.61455667e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z22_nside4096_seed0.fits 22 0.30350195 22\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z22_nside4096_seed0.fits 0.30350195 1847949660.0 4.1308899063183186e-22\n",
      "Got lens 0.30350195\n",
      "[ 0.00373509 -0.00095475 -0.00095475 ... -0.00095475 -0.00095475\n",
      " -0.00095475]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z23_nside4096_seed0.fits 23 0.31716907 23\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z23_nside4096_seed0.fits 0.31716907 1847949660.0 3.8022594888771983e-22\n",
      "Got lens 0.31716907\n",
      "[-0.00069538 -0.00088799 -0.00088799 ... -0.00088799 -0.00088799\n",
      " -0.00088799]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z24_nside4096_seed0.fits 24 0.33466135 24\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z24_nside4096_seed0.fits 0.33466135 1847949660.0 3.4156117432225258e-22\n",
      "Got lens 0.33466135\n",
      "[-0.00061357 -0.00089855 -0.00089855 ... -0.00089855 -0.00089855\n",
      " -0.00089855]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z25_nside4096_seed0.fits 25 0.34899329 25\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z25_nside4096_seed0.fits 0.34899329 1847949660.0 3.1235379017352986e-22\n",
      "Got lens 0.34899329\n",
      "[-0.00055069 -0.0008113  -0.0008113  ... -0.0008113  -0.0008113\n",
      " -0.0008113 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z26_nside4096_seed0.fits 26 0.36363636 26\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z26_nside4096_seed0.fits 0.36363636 1847949660.0 2.845182603622116e-22\n",
      "Got lens 0.36363636\n",
      "[-0.00046873 -0.00090112 -0.00090112 ... -0.00090112 -0.00090112\n",
      " -0.00090112]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z27_nside4096_seed0.fits 27 0.3823934 27\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z27_nside4096_seed0.fits 0.3823934 1847949660.0 2.5145502888814107e-22\n",
      "Got lens 0.3823934\n",
      "[-0.00058905 -0.00097868 -0.00097868 ... -0.00097868 -0.00097868\n",
      " -0.00097868]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z28_nside4096_seed0.fits 28 0.40167364 28\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z28_nside4096_seed0.fits 0.40167364 1847949660.0 2.201071146879138e-22\n",
      "Got lens 0.40167364\n",
      "[-0.00047816 -0.00085201 -0.00085201 ... -0.00085201 -0.00085201\n",
      " -0.00085201]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z29_nside4096_seed0.fits 29 0.41748942 29\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z29_nside4096_seed0.fits 0.41748942 1847949660.0 1.961313333016052e-22\n",
      "Got lens 0.41748942\n",
      "[ 9.94307448e-05 -7.48001222e-04 -7.48001222e-04 ... -7.48001222e-04\n",
      " -7.48001222e-04 -7.48001222e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z30_nside4096_seed0.fits 30 0.43366619 30\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z30_nside4096_seed0.fits 0.43366619 1847949660.0 1.7303855741621618e-22\n",
      "Got lens 0.43366619\n",
      "[ 0.00116728 -0.00072506 -0.00072506 ... -0.00072506 -0.00072506\n",
      " -0.00072506]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z31_nside4096_seed0.fits 31 0.45021645 31\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z31_nside4096_seed0.fits 0.45021645 1847949660.0 1.5074839284512883e-22\n",
      "Got lens 0.45021645\n",
      "[-0.00051098 -0.00076253 -0.00076253 ... -0.00076253 -0.00076253\n",
      " -0.00076253]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z32_nside4096_seed0.fits 32 0.47144949 32\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z32_nside4096_seed0.fits 0.47144949 1847949660.0 1.2392463046866837e-22\n",
      "Got lens 0.47144949\n",
      "[-0.00046649 -0.00068436 -0.00068436 ... -0.00068436 -0.00068436\n",
      " -0.00068436]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z33_nside4096_seed0.fits 33 0.48888889 33\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z33_nside4096_seed0.fits 0.48888889 1847949660.0 1.0396009526561312e-22\n",
      "Got lens 0.48888889\n",
      "[-0.00037686 -0.00047909 -0.00047909 ... -0.00047909 -0.00047909\n",
      " -0.00047909]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z34_nside4096_seed0.fits 34 0.50224215 34\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z34_nside4096_seed0.fits 0.50224215 1847949660.0 9.025126013536941e-23\n",
      "Got lens 0.50224215\n",
      "[-0.00038429 -0.00038429 -0.00038429 ... -0.00038429 -0.00038429\n",
      " -0.00038429]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z35_nside4096_seed0.fits 35 0.5158371 35\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z35_nside4096_seed0.fits 0.5158371 1847949660.0 7.759187009089565e-23\n",
      "Got lens 0.5158371\n",
      "[-0.00036673 -0.00047077 -0.00047077 ... -0.00047077 -0.00047077\n",
      " -0.00047077]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z36_nside4096_seed0.fits 36 0.53905054 36\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z36_nside4096_seed0.fits 0.53905054 1847949660.0 5.875205921247703e-23\n",
      "Got lens 0.53905054\n",
      "[ 0.00030143 -0.00042686 -0.00042686 ... -0.00042686 -0.00042686\n",
      " -0.00042686]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z37_nside4096_seed0.fits 37 0.55813953 37\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z37_nside4096_seed0.fits 0.55813953 1847949660.0 4.565545520198842e-23\n",
      "Got lens 0.55813953\n",
      "[-0.00018995 -0.00032056 -0.00032056 ... -0.00032056 -0.00032056\n",
      " -0.00032056]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z38_nside4096_seed0.fits 38 0.57770801 38\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z38_nside4096_seed0.fits 0.57770801 1847949660.0 3.4270463297779016e-23\n",
      "Got lens 0.57770801\n",
      "[-0.00025925 -0.00025925 -0.00025925 ... -0.00025925 -0.00025925\n",
      " -0.00025925]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z39_nside4096_seed0.fits 39 0.59777424 39\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z39_nside4096_seed0.fits 0.59777424 1847949660.0 2.4563368013205858e-23\n",
      "Got lens 0.59777424\n",
      "[-0.00020049 -0.00020049 -0.00020049 ... -0.00020049 -0.00020049\n",
      " -0.00020049]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z40_nside4096_seed0.fits 40 0.61835749 40\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z40_nside4096_seed0.fits 0.61835749 1847949660.0 1.6503781602124236e-23\n",
      "Got lens 0.61835749\n",
      "[-0.00014537 -0.00014537 -0.00014537 ... -0.00014537 -0.00014537\n",
      " -0.00014537]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z41_nside4096_seed0.fits 41 0.63947798 41\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z41_nside4096_seed0.fits 0.63947798 1847949660.0 1.0063981056481854e-23\n",
      "Got lens 0.63947798\n",
      "[-7.68279628e-05 -8.25258425e-05 -8.25258425e-05 ... -8.25258425e-05\n",
      " -8.25258425e-05 -8.25258425e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z42_nside4096_seed0.fits 42 0.65568369 42\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z42_nside4096_seed0.fits 0.65568369 1847949660.0 6.2837555878485826e-24\n",
      "Got lens 0.65568369\n",
      "[-4.66883797e-06 -4.67988577e-05 -4.67988577e-05 ... -4.67988577e-05\n",
      " -4.67988577e-05 -4.67988577e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z43_nside4096_seed0.fits 43 0.67221298 43\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z43_nside4096_seed0.fits 0.67221298 1847949660.0 3.395917511369865e-24\n",
      "Got lens 0.67221298\n",
      "[-3.25824371e-06 -3.12884802e-05 -3.12884802e-05 ... -3.12884802e-05\n",
      " -3.12884802e-05 -3.12884802e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z44_nside4096_seed0.fits 44 0.69477234 44\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z44_nside4096_seed0.fits 0.69477234 1847949660.0 9.249180670575185e-25\n",
      "Got lens 0.69477234\n",
      "[-2.49640502e-06 -1.04339392e-05 -1.04339392e-05 ... -1.04339392e-05\n",
      " -1.04339392e-05 -1.04339392e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z45_nside4096_seed0.fits 45 0.71794872 45\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z45_nside4096_seed0.fits 0.71794872 1847949660.0 1.3897867607967917e-26\n",
      "Got lens 0.71794872\n",
      "[-3.36347440e-08 -1.44207795e-07 -1.44207795e-07 ... -1.44207795e-07\n",
      " -1.44207795e-07 -1.44207795e-07]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z46_nside4096_seed0.fits 46 0.7357513 46\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z46_nside4096_seed0.fits 0.7357513 1847949660.0 0.0\n",
      "Got lens 0.7357513\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z47_nside4096_seed0.fits 47 0.76007005 47\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z47_nside4096_seed0.fits 0.76007005 1847949660.0 0.0\n",
      "Got lens 0.76007005\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z48_nside4096_seed0.fits 48 0.77876106 48\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z48_nside4096_seed0.fits 0.77876106 1847949660.0 0.0\n",
      "Got lens 0.77876106\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z49_nside4096_seed0.fits 49 0.79785331 49\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z49_nside4096_seed0.fits 0.79785331 1847949660.0 0.0\n",
      "Got lens 0.79785331\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z50_nside4096_seed0.fits 50 0.82395644 50\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z50_nside4096_seed0.fits 0.82395644 1847949660.0 0.0\n",
      "Got lens 0.82395644\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z51_nside4096_seed0.fits 51 0.8440367 51\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z51_nside4096_seed0.fits 0.8440367 1847949660.0 0.0\n",
      "Got lens 0.8440367\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z52_nside4096_seed0.fits 52 0.86456401 52\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z52_nside4096_seed0.fits 0.86456401 1847949660.0 0.0\n",
      "Got lens 0.86456401\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z53_nside4096_seed0.fits 53 0.88555347 53\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z53_nside4096_seed0.fits 0.88555347 1847949660.0 0.0\n",
      "Got lens 0.88555347\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z54_nside4096_seed0.fits 54 0.91428571 54\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z54_nside4096_seed0.fits 0.91428571 1847949660.0 0.0\n",
      "Got lens 0.91428571\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z55_nside4096_seed0.fits 55 0.93641618 55\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z55_nside4096_seed0.fits 0.93641618 1847949660.0 0.0\n",
      "Got lens 0.93641618\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z56_nside4096_seed0.fits 56 0.95906433 56\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z56_nside4096_seed0.fits 0.95906433 1847949660.0 0.0\n",
      "Got lens 0.95906433\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z57_nside4096_seed0.fits 57 0.98224852 57\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z57_nside4096_seed0.fits 0.98224852 1847949660.0 0.0\n",
      "Got lens 0.98224852\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z58_nside4096_seed0.fits 58 1.00598802 58\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z58_nside4096_seed0.fits 1.00598802 1847949660.0 0.0\n",
      "Got lens 1.00598802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z59_nside4096_seed0.fits 59 1.03030303 59\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z59_nside4096_seed0.fits 1.03030303 1847949660.0 0.0\n",
      "Got lens 1.03030303\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z60_nside4096_seed0.fits 60 1.05521472 60\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z60_nside4096_seed0.fits 1.05521472 1847949660.0 0.0\n",
      "Got lens 1.05521472\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z61_nside4096_seed0.fits 61 1.08074534 61\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z61_nside4096_seed0.fits 1.08074534 1847949660.0 0.0\n",
      "Got lens 1.08074534\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z62_nside4096_seed0.fits 62 1.10691824 62\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z62_nside4096_seed0.fits 1.10691824 1847949660.0 0.0\n",
      "Got lens 1.10691824\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z63_nside4096_seed0.fits 63 1.12473573 63\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z63_nside4096_seed0.fits 1.12473573 1847949660.0 0.0\n",
      "Got lens 1.12473573\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z64_nside4096_seed0.fits 64 1.15203426 64\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z64_nside4096_seed0.fits 1.15203426 1847949660.0 0.0\n",
      "Got lens 1.15203426\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z65_nside4096_seed0.fits 65 1.18004338 65\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z65_nside4096_seed0.fits 1.18004338 1847949660.0 0.0\n",
      "Got lens 1.18004338\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z66_nside4096_seed0.fits 66 1.20879121 66\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z66_nside4096_seed0.fits 1.20879121 1847949660.0 0.0\n",
      "Got lens 1.20879121\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z67_nside4096_seed0.fits 67 1.23830735 67\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z67_nside4096_seed0.fits 1.23830735 1847949660.0 0.0\n",
      "Got lens 1.23830735\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z68_nside4096_seed0.fits 68 1.25842697 68\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z68_nside4096_seed0.fits 1.25842697 1847949660.0 0.0\n",
      "Got lens 1.25842697\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z69_nside4096_seed0.fits 69 1.29977117 69\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z69_nside4096_seed0.fits 1.29977117 1847949660.0 0.0\n",
      "Got lens 1.29977117\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z70_nside4096_seed0.fits 70 1.32101617 70\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z70_nside4096_seed0.fits 1.32101617 1847949660.0 0.0\n",
      "Got lens 1.32101617\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z71_nside4096_seed0.fits 71 1.34265734 71\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z71_nside4096_seed0.fits 1.34265734 1847949660.0 0.0\n",
      "Got lens 1.34265734\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z72_nside4096_seed0.fits 72 1.37588652 72\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z72_nside4096_seed0.fits 1.37588652 1847949660.0 0.0\n",
      "Got lens 1.37588652\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z73_nside4096_seed0.fits 73 1.39856802 73\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z73_nside4096_seed0.fits 1.39856802 1847949660.0 0.0\n",
      "Got lens 1.39856802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z74_nside4096_seed0.fits 74 1.43341404 74\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z74_nside4096_seed0.fits 1.43341404 1847949660.0 0.0\n",
      "Got lens 1.43341404\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z75_nside4096_seed0.fits 75 1.45721271 75\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z75_nside4096_seed0.fits 1.45721271 1847949660.0 0.0\n",
      "Got lens 1.45721271\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z76_nside4096_seed0.fits 76 1.49379653 76\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z76_nside4096_seed0.fits 1.49379653 1847949660.0 0.0\n",
      "Got lens 1.49379653\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z77_nside4096_seed0.fits 77 1.5443038 77\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z77_nside4096_seed0.fits 1.5443038 1847949660.0 0.0\n",
      "Got lens 1.5443038\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z78_nside4096_seed0.fits 78 1.61038961 78\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z78_nside4096_seed0.fits 1.61038961 1847949660.0 0.0\n",
      "Got lens 1.61038961\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z79_nside4096_seed0.fits 79 1.68 79\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z79_nside4096_seed0.fits 1.68 1847949660.0 0.0\n",
      "Got lens 1.68\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z80_nside4096_seed0.fits 80 1.73841962 80\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z80_nside4096_seed0.fits 1.73841962 1847949660.0 0.0\n",
      "Got lens 1.73841962\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z81_nside4096_seed0.fits 81 1.7994429 81\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z81_nside4096_seed0.fits 1.7994429 1847949660.0 0.0\n",
      "Got lens 1.7994429\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z82_nside4096_seed0.fits 82 1.87965616 82\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z82_nside4096_seed0.fits 1.87965616 1847949660.0 0.0\n",
      "Got lens 1.87965616\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z83_nside4096_seed0.fits 83 1.94721408 83\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z83_nside4096_seed0.fits 1.94721408 1847949660.0 0.0\n",
      "Got lens 1.94721408\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z84_nside4096_seed0.fits 84 2.01801802 84\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z84_nside4096_seed0.fits 2.01801802 1847949660.0 0.0\n",
      "Got lens 2.01801802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z85_nside4096_seed0.fits 85 2.09230769 85\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z85_nside4096_seed0.fits 2.09230769 1847949660.0 0.0\n",
      "Got lens 2.09230769\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z86_nside4096_seed0.fits 86 2.170347 86\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z86_nside4096_seed0.fits 2.170347 1847949660.0 0.0\n",
      "Got lens 2.170347\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z87_nside4096_seed0.fits 87 2.25242718 87\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z87_nside4096_seed0.fits 2.25242718 1847949660.0 0.0\n",
      "Got lens 2.25242718\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z88_nside4096_seed0.fits 88 2.31683168 88\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z88_nside4096_seed0.fits 2.31683168 1847949660.0 0.0\n",
      "Got lens 2.31683168\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z89_nside4096_seed0.fits 89 2.40677966 89\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z89_nside4096_seed0.fits 2.40677966 1847949660.0 0.0\n",
      "Got lens 2.40677966\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z90_nside4096_seed0.fits 90 2.47750865 90\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z90_nside4096_seed0.fits 2.47750865 1847949660.0 0.0\n",
      "Got lens 2.47750865\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z91_nside4096_seed0.fits 91 2.57651246 91\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z91_nside4096_seed0.fits 2.57651246 1847949660.0 0.0\n",
      "Got lens 2.57651246\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z92_nside4096_seed0.fits 92 2.65454545 92\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z92_nside4096_seed0.fits 2.65454545 1847949660.0 0.0\n",
      "Got lens 2.65454545\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z93_nside4096_seed0.fits 93 2.73605948 93\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z93_nside4096_seed0.fits 2.73605948 1847949660.0 0.0\n",
      "Got lens 2.73605948\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z94_nside4096_seed0.fits 94 2.85057471 94\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z94_nside4096_seed0.fits 2.85057471 1847949660.0 0.0\n",
      "Got lens 2.85057471\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z95_nside4096_seed0.fits 95 2.94117647 95\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z95_nside4096_seed0.fits 2.94117647 1847949660.0 0.0\n",
      "Got lens 2.94117647\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z96_nside4096_seed0.fits 96 3.03614458 96\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z96_nside4096_seed0.fits 3.03614458 1847949660.0 0.0\n",
      "Got lens 3.03614458\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z97_nside4096_seed0.fits 97 3.10204082 97\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z97_nside4096_seed0.fits 3.10204082 1847949660.0 0.0\n",
      "Got lens 3.10204082\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z98_nside4096_seed0.fits 98 3.20502092 98\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z98_nside4096_seed0.fits 3.20502092 1847949660.0 0.0\n",
      "Got lens 3.20502092\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z99_nside4096_seed0.fits 99 3.31330472 99\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z99_nside4096_seed0.fits 3.31330472 1847949660.0 0.0\n",
      "Got lens 3.31330472\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z100_nside4096_seed0.fits 100 3.42731278 100\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z100_nside4096_seed0.fits 3.42731278 1847949660.0 0.0\n",
      "Got lens 3.42731278\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z101_nside4096_seed0.fits 101 3.54751131 101\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z101_nside4096_seed0.fits 3.54751131 1847949660.0 0.0\n",
      "Got lens 3.54751131\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z102_nside4096_seed0.fits 102 3.63133641 102\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z102_nside4096_seed0.fits 3.63133641 1847949660.0 0.0\n",
      "Got lens 3.63133641\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z103_nside4096_seed0.fits 103 3.76303318 103\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z103_nside4096_seed0.fits 3.76303318 1847949660.0 0.0\n",
      "Got lens 3.76303318\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z104_nside4096_seed0.fits 104 3.85507246 104\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z104_nside4096_seed0.fits 3.85507246 1847949660.0 0.0\n",
      "Got lens 3.85507246\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z105_nside4096_seed0.fits 105 4.0 105\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z105_nside4096_seed0.fits 4.0 1847949660.0 0.0\n",
      "Got lens 4.0\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "Mask already defined!\n",
      "applied mask\n",
      "Saved kappa\n",
      "Working on tomo 3\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z0_nside4096_seed0.fits 0 0.0 0\n",
      "set minimal zl to 0.0001\n",
      "set minimal zl to 0.0001\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z0_nside4096_seed0.fits 0.0 1847949660.0 2.0070340676430463e-18\n",
      "Got lens 0.0\n",
      "[0. 0. 0. ... 0. 0. 0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z1_nside4096_seed0.fits 1 0.01208459 1\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z1_nside4096_seed0.fits 0.01208459 1847949660.0 1.6553806745438594e-20\n",
      "Got lens 0.01208459\n",
      "[-3.53875115e-07 -3.53875115e-07 -3.53875115e-07 ... -3.53875115e-07\n",
      " -3.53875115e-07 -3.53875115e-07]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z2_nside4096_seed0.fits 2 0.02446483 2\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z2_nside4096_seed0.fits 0.02446483 1847949660.0 8.146240484910273e-21\n",
      "Got lens 0.02446483\n",
      "[-5.17067676e-05 -5.17067676e-05 -5.17067676e-05 ... -5.17067676e-05\n",
      " -5.17067676e-05 -5.17067676e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z3_nside4096_seed0.fits 3 0.03501545 3\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z3_nside4096_seed0.fits 0.03501545 1847949660.0 5.671816823690821e-21\n",
      "Got lens 0.03501545\n",
      "[-0.00014217 -0.00014217 -0.00014217 ... -0.00014217 -0.00014217\n",
      " -0.00014217]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z4_nside4096_seed0.fits 4 0.05015674 4\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z4_nside4096_seed0.fits 0.05015674 1847949660.0 3.937918472248002e-21\n",
      "Got lens 0.05015674\n",
      "[-0.00022981 -0.00022981 -0.00022981 ... -0.00022981 -0.00022981\n",
      " -0.00022981]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z5_nside4096_seed0.fits 5 0.06124604 5\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z5_nside4096_seed0.fits 0.06124604 1847949660.0 3.210800356484176e-21\n",
      "Got lens 0.06124604\n",
      "[-8.17008060e-05 -2.73052873e-04 -2.73052873e-04 ... -2.73052873e-04\n",
      " -2.73052873e-04 -2.73052873e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z6_nside4096_seed0.fits 6 0.07486631 6\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z6_nside4096_seed0.fits 0.07486631 1847949660.0 2.6114459318156774e-21\n",
      "Got lens 0.07486631\n",
      "[ 0.00066026 -0.00035136 -0.00035136 ... -0.00035136 -0.00035136\n",
      " -0.00035136]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z7_nside4096_seed0.fits 7 0.08648649 7\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z7_nside4096_seed0.fits 0.08648649 1847949660.0 2.2485529106126196e-21\n",
      "Got lens 0.08648649\n",
      "[-0.00021952 -0.00042052 -0.00042052 ... -0.00042052 -0.00042052\n",
      " -0.00042052]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z8_nside4096_seed0.fits 8 0.1007667 8\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z8_nside4096_seed0.fits 0.1007667 1847949660.0 1.916370545046024e-21\n",
      "Got lens 0.1007667\n",
      "[-0.00042766 -0.00048477 -0.00048477 ... -0.00048477 -0.00048477\n",
      " -0.00048477]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z9_nside4096_seed0.fits 9 0.11295681 9\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z9_nside4096_seed0.fits 0.11295681 1847949660.0 1.6986010939571255e-21\n",
      "Got lens 0.11295681\n",
      "[ 4.78218062e-05 -5.08945781e-04 -5.08945781e-04 ... -5.08945781e-04\n",
      " -5.08945781e-04 -5.08945781e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z10_nside4096_seed0.fits 10 0.12794613 10\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z10_nside4096_seed0.fits 0.12794613 1847949660.0 1.4869783165333601e-21\n",
      "Got lens 0.12794613\n",
      "[-0.00053464 -0.00062326 -0.00062326 ... -0.00062326 -0.00062326\n",
      " -0.00062326]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z11_nside4096_seed0.fits 11 0.14074915 11\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z11_nside4096_seed0.fits 0.14074915 1847949660.0 1.3413357769037664e-21\n",
      "Got lens 0.14074915\n",
      "[-0.00048456 -0.00060446 -0.00060446 ... -0.00060446 -0.00060446\n",
      " -0.00060446]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z12_nside4096_seed0.fits 12 0.15384615 12\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z12_nside4096_seed0.fits 0.15384615 1847949660.0 1.216927424274279e-21\n",
      "Got lens 0.15384615\n",
      "[-0.00020109 -0.0006725  -0.0006725  ... -0.0006725  -0.0006725\n",
      " -0.0006725 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z13_nside4096_seed0.fits 13 0.16724739 13\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z13_nside4096_seed0.fits 0.16724739 1847949660.0 1.1093139683102259e-21\n",
      "Got lens 0.16724739\n",
      "[-0.00021788 -0.00081288 -0.00081288 ... -0.00081288 -0.00081288\n",
      " -0.00081288]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z14_nside4096_seed0.fits 14 0.18374558 14\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z14_nside4096_seed0.fits 0.18374558 1847949660.0 9.97778823140884e-22\n",
      "Got lens 0.18374558\n",
      "[-0.00040643 -0.00091187 -0.00091187 ... -0.00091187 -0.00091187\n",
      " -0.00091187]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z15_nside4096_seed0.fits 15 0.19785459 15\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z15_nside4096_seed0.fits 0.19785459 1847949660.0 9.166555596162233e-22\n",
      "Got lens 0.19785459\n",
      "[-0.00038804 -0.00085239 -0.00085239 ... -0.00085239 -0.00085239\n",
      " -0.00085239]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z16_nside4096_seed0.fits 16 0.21230398 16\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z16_nside4096_seed0.fits 0.21230398 1847949660.0 8.443106275547974e-22\n",
      "Got lens 0.21230398\n",
      "[-0.00046631 -0.00091917 -0.00091917 ... -0.00091917 -0.00091917\n",
      " -0.00091917]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z17_nside4096_seed0.fits 17 0.22710623 17\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z17_nside4096_seed0.fits 0.22710623 1847949660.0 7.793136826175441e-22\n",
      "Got lens 0.22710623\n",
      "[-0.0006959  -0.00097456 -0.00097456 ... -0.00097456 -0.00097456\n",
      " -0.00097456]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z18_nside4096_seed0.fits 18 0.24227441 18\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z18_nside4096_seed0.fits 0.24227441 1847949660.0 7.205257303146421e-22\n",
      "Got lens 0.24227441\n",
      "[-0.00062382 -0.00101029 -0.00101029 ... -0.00101029 -0.00101029\n",
      " -0.00101029]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z19_nside4096_seed0.fits 19 0.25782228 19\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z19_nside4096_seed0.fits 0.25782228 1847949660.0 6.670281371853661e-22\n",
      "Got lens 0.25782228\n",
      "[-0.00021293 -0.00096822 -0.00096822 ... -0.00096822 -0.00096822\n",
      " -0.00096822]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z20_nside4096_seed0.fits 20 0.27054362 20\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z20_nside4096_seed0.fits 0.27054362 1847949660.0 6.275310561343206e-22\n",
      "Got lens 0.27054362\n",
      "[-0.00061336 -0.00093125 -0.00093125 ... -0.00093125 -0.00093125\n",
      " -0.00093125]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z21_nside4096_seed0.fits 21 0.2835249 21\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z21_nside4096_seed0.fits 0.2835249 1847949660.0 5.906164851711355e-22\n",
      "Got lens 0.2835249\n",
      "[ 4.87579588e-05 -1.21839173e-03 -1.21839173e-03 ... -1.21839173e-03\n",
      " -1.21839173e-03 -1.21839173e-03]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z22_nside4096_seed0.fits 22 0.30350195 22\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z22_nside4096_seed0.fits 0.30350195 1847949660.0 5.394910751401267e-22\n",
      "Got lens 0.30350195\n",
      "[ 0.004878  -0.0012469 -0.0012469 ... -0.0012469 -0.0012469 -0.0012469]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z23_nside4096_seed0.fits 23 0.31716907 23\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z23_nside4096_seed0.fits 0.31716907 1847949660.0 5.078999809392524e-22\n",
      "Got lens 0.31716907\n",
      "[-0.00092888 -0.00118617 -0.00118617 ... -0.00118617 -0.00118617\n",
      " -0.00118617]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z24_nside4096_seed0.fits 24 0.33466135 24\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z24_nside4096_seed0.fits 0.33466135 1847949660.0 4.708680199926214e-22\n",
      "Got lens 0.33466135\n",
      "[-0.00084586 -0.00123873 -0.00123873 ... -0.00123873 -0.00123873\n",
      " -0.00123873]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z25_nside4096_seed0.fits 25 0.34899329 25\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z25_nside4096_seed0.fits 0.34899329 1847949660.0 4.430019948249815e-22\n",
      "Got lens 0.34899329\n",
      "[-0.00078102 -0.00115064 -0.00115064 ... -0.00115064 -0.00115064\n",
      " -0.00115064]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z26_nside4096_seed0.fits 26 0.36363636 26\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z26_nside4096_seed0.fits 0.36363636 1847949660.0 4.1653982158112116e-22\n",
      "Got lens 0.36363636\n",
      "[-0.00068623 -0.00131925 -0.00131925 ... -0.00131925 -0.00131925\n",
      " -0.00131925]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z27_nside4096_seed0.fits 27 0.3823934 27\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z27_nside4096_seed0.fits 0.3823934 1847949660.0 3.8523951131926456e-22\n",
      "Got lens 0.3823934\n",
      "[-0.00090245 -0.00149938 -0.00149938 ... -0.00149938 -0.00149938\n",
      " -0.00149938]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z28_nside4096_seed0.fits 28 0.40167364 28\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z28_nside4096_seed0.fits 0.40167364 1847949660.0 3.557074769810104e-22\n",
      "Got lens 0.40167364\n",
      "[-0.00077274 -0.00137691 -0.00137691 ... -0.00137691 -0.00137691\n",
      " -0.00137691]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z29_nside4096_seed0.fits 29 0.41748942 29\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z29_nside4096_seed0.fits 0.41748942 1847949660.0 3.3322377617364435e-22\n",
      "Got lens 0.41748942\n",
      "[ 0.00016893 -0.00127084 -0.00127084 ... -0.00127084 -0.00127084\n",
      " -0.00127084]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z30_nside4096_seed0.fits 30 0.43366619 30\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z30_nside4096_seed0.fits 0.43366619 1847949660.0 3.1165918932958695e-22\n",
      "Got lens 0.43366619\n",
      "[ 0.00210239 -0.0013059  -0.0013059  ... -0.0013059  -0.0013059\n",
      " -0.0013059 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z31_nside4096_seed0.fits 31 0.45021645 31\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z31_nside4096_seed0.fits 0.45021645 1847949660.0 2.9093441336261525e-22\n",
      "Got lens 0.45021645\n",
      "[-0.00098616 -0.00147164 -0.00147164 ... -0.00147164 -0.00147164\n",
      " -0.00147164]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z32_nside4096_seed0.fits 32 0.47144949 32\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z32_nside4096_seed0.fits 0.47144949 1847949660.0 2.6610072943629043e-22\n",
      "Got lens 0.47144949\n",
      "[-0.00100169 -0.00146952 -0.00146952 ... -0.00146952 -0.00146952\n",
      " -0.00146952]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z33_nside4096_seed0.fits 33 0.48888889 33\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z33_nside4096_seed0.fits 0.48888889 1847949660.0 2.470130891173736e-22\n",
      "Got lens 0.48888889\n",
      "[-0.00089543 -0.00113833 -0.00113833 ... -0.00113833 -0.00113833\n",
      " -0.00113833]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z34_nside4096_seed0.fits 34 0.50224215 34\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z34_nside4096_seed0.fits 0.50224215 1847949660.0 2.3311341853183425e-22\n",
      "Got lens 0.50224215\n",
      "[-0.00099259 -0.00099259 -0.00099259 ... -0.00099259 -0.00099259\n",
      " -0.00099259]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z35_nside4096_seed0.fits 35 0.5158371 35\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z35_nside4096_seed0.fits 0.5158371 1847949660.0 2.195450602471962e-22\n",
      "Got lens 0.5158371\n",
      "[-0.00103765 -0.00133205 -0.00133205 ... -0.00133205 -0.00133205\n",
      " -0.00133205]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z36_nside4096_seed0.fits 36 0.53905054 36\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z36_nside4096_seed0.fits 0.53905054 1847949660.0 1.9761029629624056e-22\n",
      "Got lens 0.53905054\n",
      "[ 0.00101386 -0.00143572 -0.00143572 ... -0.00143572 -0.00143572\n",
      " -0.00143572]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z37_nside4096_seed0.fits 37 0.55813953 37\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z37_nside4096_seed0.fits 0.55813953 1847949660.0 1.8062188805313264e-22\n",
      "Got lens 0.55813953\n",
      "[-0.00075149 -0.00126818 -0.00126818 ... -0.00126818 -0.00126818\n",
      " -0.00126818]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z38_nside4096_seed0.fits 38 0.57770801 38\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z38_nside4096_seed0.fits 0.57770801 1847949660.0 1.6408456057317237e-22\n",
      "Got lens 0.57770801\n",
      "[-0.00124126 -0.00124126 -0.00124126 ... -0.00124126 -0.00124126\n",
      " -0.00124126]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z39_nside4096_seed0.fits 39 0.59777424 39\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z39_nside4096_seed0.fits 0.59777424 1847949660.0 1.4795905990228624e-22\n",
      "Got lens 0.59777424\n",
      "[-0.00120764 -0.00120764 -0.00120764 ... -0.00120764 -0.00120764\n",
      " -0.00120764]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z40_nside4096_seed0.fits 40 0.61835749 40\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z40_nside4096_seed0.fits 0.61835749 1847949660.0 1.32208812982978e-22\n",
      "Got lens 0.61835749\n",
      "[-0.00116455 -0.00116455 -0.00116455 ... -0.00116455 -0.00116455\n",
      " -0.00116455]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z41_nside4096_seed0.fits 41 0.63947798 41\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z41_nside4096_seed0.fits 0.63947798 1847949660.0 1.1679971242396504e-22\n",
      "Got lens 0.63947798\n",
      "[-0.00089164 -0.00095777 -0.00095777 ... -0.00095777 -0.00095777\n",
      " -0.00095777]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z42_nside4096_seed0.fits 42 0.65568369 42\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z42_nside4096_seed0.fits 0.65568369 1847949660.0 1.0544745137661162e-22\n",
      "Got lens 0.65568369\n",
      "[-7.83475834e-05 -7.85329760e-04 -7.85329760e-04 ... -7.85329760e-04\n",
      " -7.85329760e-04 -7.85329760e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z43_nside4096_seed0.fits 43 0.67221298 43\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z43_nside4096_seed0.fits 0.67221298 1847949660.0 9.425626779355697e-23\n",
      "Got lens 0.67221298\n",
      "[-9.04350270e-05 -8.68435513e-04 -8.68435513e-04 ... -8.68435513e-04\n",
      " -8.68435513e-04 -8.68435513e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z44_nside4096_seed0.fits 44 0.69477234 44\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z44_nside4096_seed0.fits 0.69477234 1847949660.0 7.956418555276405e-23\n",
      "Got lens 0.69477234\n",
      "[-0.00021475 -0.00089756 -0.00089756 ... -0.00089756 -0.00089756\n",
      " -0.00089756]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z45_nside4096_seed0.fits 45 0.71794872 45\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z45_nside4096_seed0.fits 0.71794872 1847949660.0 6.511024234427263e-23\n",
      "Got lens 0.71794872\n",
      "[-0.00015758 -0.0006756  -0.0006756  ... -0.0006756  -0.0006756\n",
      " -0.0006756 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z46_nside4096_seed0.fits 46 0.7357513 46\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z46_nside4096_seed0.fits 0.7357513 1847949660.0 5.475446943936905e-23\n",
      "Got lens 0.7357513\n",
      "[ 0.00024049 -0.0006063  -0.0006063  ... -0.0006063  -0.0006063\n",
      " -0.0006063 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z47_nside4096_seed0.fits 47 0.76007005 47\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z47_nside4096_seed0.fits 0.76007005 1847949660.0 4.240044825020072e-23\n",
      "Got lens 0.76007005\n",
      "[ 0.00176101 -0.00049805 -0.00049805 ... -0.00049805 -0.00049805\n",
      " -0.00049805]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z48_nside4096_seed0.fits 48 0.77876106 48\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z48_nside4096_seed0.fits 0.77876106 1847949660.0 3.422286813774894e-23\n",
      "Got lens 0.77876106\n",
      "[-3.93690927e-05 -3.63658963e-04 -3.63658963e-04 ... -3.63658963e-04\n",
      " -3.63658963e-04 -3.63658963e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z49_nside4096_seed0.fits 49 0.79785331 49\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z49_nside4096_seed0.fits 0.79785331 1847949660.0 2.695965097620377e-23\n",
      "Got lens 0.79785331\n",
      "[ 0.00011178 -0.00035497 -0.00035497 ... -0.00035497 -0.00035497\n",
      " -0.00035497]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z50_nside4096_seed0.fits 50 0.82395644 50\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z50_nside4096_seed0.fits 0.82395644 1847949660.0 1.8682435208629215e-23\n",
      "Got lens 0.82395644\n",
      "[ 0.00013431 -0.00025873 -0.00025873 ... -0.00025873 -0.00025873\n",
      " -0.00025873]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z51_nside4096_seed0.fits 51 0.8440367 51\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z51_nside4096_seed0.fits 0.8440367 1847949660.0 1.350250552829545e-23\n",
      "Got lens 0.8440367\n",
      "[-8.24917182e-05 -1.68192311e-04 -1.68192311e-04 ... -1.68192311e-04\n",
      " -1.68192311e-04 -1.68192311e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z52_nside4096_seed0.fits 52 0.86456401 52\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z52_nside4096_seed0.fits 0.86456401 1847949660.0 9.187977812242884e-24\n",
      "Got lens 0.86456401\n",
      "[-9.41601910e-05 -1.20169775e-04 -1.20169775e-04 ... -1.20169775e-04\n",
      " -1.20169775e-04 -1.20169775e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z53_nside4096_seed0.fits 53 0.88555347 53\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z53_nside4096_seed0.fits 0.88555347 1847949660.0 5.7214587404681406e-24\n",
      "Got lens 0.88555347\n",
      "[ 2.35577359e-06 -9.22656795e-05 -9.22656795e-05 ... -9.22656795e-05\n",
      " -9.22656795e-05 -9.22656795e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z54_nside4096_seed0.fits 54 0.91428571 54\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z54_nside4096_seed0.fits 0.91428571 1847949660.0 2.397085250249067e-24\n",
      "Got lens 0.91428571\n",
      "[-1.55707069e-05 -4.12850741e-05 -4.12850741e-05 ... -4.12850741e-05\n",
      " -4.12850741e-05 -4.12850741e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z55_nside4096_seed0.fits 55 0.93641618 55\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z55_nside4096_seed0.fits 0.93641618 1847949660.0 8.50694516480736e-25\n",
      "Got lens 0.93641618\n",
      "[ 9.54664628e-06 -1.31915461e-05 -1.31915461e-05 ... -1.31915461e-05\n",
      " -1.31915461e-05 -1.31915461e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z56_nside4096_seed0.fits 56 0.95906433 56\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z56_nside4096_seed0.fits 0.95906433 1847949660.0 9.446243366484685e-26\n",
      "Got lens 0.95906433\n",
      "[ 1.47588214e-06 -1.52188985e-06 -1.52188985e-06 ... -1.52188985e-06\n",
      " -1.52188985e-06 -1.52188985e-06]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z57_nside4096_seed0.fits 57 0.98224852 57\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z57_nside4096_seed0.fits 0.98224852 1847949660.0 0.0\n",
      "Got lens 0.98224852\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z58_nside4096_seed0.fits 58 1.00598802 58\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z58_nside4096_seed0.fits 1.00598802 1847949660.0 0.0\n",
      "Got lens 1.00598802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z59_nside4096_seed0.fits 59 1.03030303 59\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z59_nside4096_seed0.fits 1.03030303 1847949660.0 0.0\n",
      "Got lens 1.03030303\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z60_nside4096_seed0.fits 60 1.05521472 60\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z60_nside4096_seed0.fits 1.05521472 1847949660.0 0.0\n",
      "Got lens 1.05521472\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z61_nside4096_seed0.fits 61 1.08074534 61\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z61_nside4096_seed0.fits 1.08074534 1847949660.0 0.0\n",
      "Got lens 1.08074534\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z62_nside4096_seed0.fits 62 1.10691824 62\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z62_nside4096_seed0.fits 1.10691824 1847949660.0 0.0\n",
      "Got lens 1.10691824\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z63_nside4096_seed0.fits 63 1.12473573 63\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z63_nside4096_seed0.fits 1.12473573 1847949660.0 0.0\n",
      "Got lens 1.12473573\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z64_nside4096_seed0.fits 64 1.15203426 64\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z64_nside4096_seed0.fits 1.15203426 1847949660.0 0.0\n",
      "Got lens 1.15203426\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z65_nside4096_seed0.fits 65 1.18004338 65\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z65_nside4096_seed0.fits 1.18004338 1847949660.0 0.0\n",
      "Got lens 1.18004338\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z66_nside4096_seed0.fits 66 1.20879121 66\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z66_nside4096_seed0.fits 1.20879121 1847949660.0 0.0\n",
      "Got lens 1.20879121\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z67_nside4096_seed0.fits 67 1.23830735 67\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z67_nside4096_seed0.fits 1.23830735 1847949660.0 0.0\n",
      "Got lens 1.23830735\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z68_nside4096_seed0.fits 68 1.25842697 68\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z68_nside4096_seed0.fits 1.25842697 1847949660.0 0.0\n",
      "Got lens 1.25842697\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z69_nside4096_seed0.fits 69 1.29977117 69\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z69_nside4096_seed0.fits 1.29977117 1847949660.0 0.0\n",
      "Got lens 1.29977117\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z70_nside4096_seed0.fits 70 1.32101617 70\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z70_nside4096_seed0.fits 1.32101617 1847949660.0 0.0\n",
      "Got lens 1.32101617\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z71_nside4096_seed0.fits 71 1.34265734 71\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z71_nside4096_seed0.fits 1.34265734 1847949660.0 0.0\n",
      "Got lens 1.34265734\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z72_nside4096_seed0.fits 72 1.37588652 72\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z72_nside4096_seed0.fits 1.37588652 1847949660.0 0.0\n",
      "Got lens 1.37588652\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z73_nside4096_seed0.fits 73 1.39856802 73\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z73_nside4096_seed0.fits 1.39856802 1847949660.0 0.0\n",
      "Got lens 1.39856802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z74_nside4096_seed0.fits 74 1.43341404 74\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z74_nside4096_seed0.fits 1.43341404 1847949660.0 0.0\n",
      "Got lens 1.43341404\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z75_nside4096_seed0.fits 75 1.45721271 75\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z75_nside4096_seed0.fits 1.45721271 1847949660.0 0.0\n",
      "Got lens 1.45721271\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z76_nside4096_seed0.fits 76 1.49379653 76\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z76_nside4096_seed0.fits 1.49379653 1847949660.0 0.0\n",
      "Got lens 1.49379653\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z77_nside4096_seed0.fits 77 1.5443038 77\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z77_nside4096_seed0.fits 1.5443038 1847949660.0 0.0\n",
      "Got lens 1.5443038\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z78_nside4096_seed0.fits 78 1.61038961 78\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z78_nside4096_seed0.fits 1.61038961 1847949660.0 0.0\n",
      "Got lens 1.61038961\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z79_nside4096_seed0.fits 79 1.68 79\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z79_nside4096_seed0.fits 1.68 1847949660.0 0.0\n",
      "Got lens 1.68\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z80_nside4096_seed0.fits 80 1.73841962 80\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z80_nside4096_seed0.fits 1.73841962 1847949660.0 0.0\n",
      "Got lens 1.73841962\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z81_nside4096_seed0.fits 81 1.7994429 81\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z81_nside4096_seed0.fits 1.7994429 1847949660.0 0.0\n",
      "Got lens 1.7994429\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z82_nside4096_seed0.fits 82 1.87965616 82\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z82_nside4096_seed0.fits 1.87965616 1847949660.0 0.0\n",
      "Got lens 1.87965616\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z83_nside4096_seed0.fits 83 1.94721408 83\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z83_nside4096_seed0.fits 1.94721408 1847949660.0 0.0\n",
      "Got lens 1.94721408\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z84_nside4096_seed0.fits 84 2.01801802 84\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z84_nside4096_seed0.fits 2.01801802 1847949660.0 0.0\n",
      "Got lens 2.01801802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z85_nside4096_seed0.fits 85 2.09230769 85\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z85_nside4096_seed0.fits 2.09230769 1847949660.0 0.0\n",
      "Got lens 2.09230769\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z86_nside4096_seed0.fits 86 2.170347 86\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z86_nside4096_seed0.fits 2.170347 1847949660.0 0.0\n",
      "Got lens 2.170347\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z87_nside4096_seed0.fits 87 2.25242718 87\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z87_nside4096_seed0.fits 2.25242718 1847949660.0 0.0\n",
      "Got lens 2.25242718\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z88_nside4096_seed0.fits 88 2.31683168 88\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z88_nside4096_seed0.fits 2.31683168 1847949660.0 0.0\n",
      "Got lens 2.31683168\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z89_nside4096_seed0.fits 89 2.40677966 89\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z89_nside4096_seed0.fits 2.40677966 1847949660.0 0.0\n",
      "Got lens 2.40677966\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z90_nside4096_seed0.fits 90 2.47750865 90\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z90_nside4096_seed0.fits 2.47750865 1847949660.0 0.0\n",
      "Got lens 2.47750865\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z91_nside4096_seed0.fits 91 2.57651246 91\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z91_nside4096_seed0.fits 2.57651246 1847949660.0 0.0\n",
      "Got lens 2.57651246\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z92_nside4096_seed0.fits 92 2.65454545 92\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z92_nside4096_seed0.fits 2.65454545 1847949660.0 0.0\n",
      "Got lens 2.65454545\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z93_nside4096_seed0.fits 93 2.73605948 93\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z93_nside4096_seed0.fits 2.73605948 1847949660.0 0.0\n",
      "Got lens 2.73605948\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z94_nside4096_seed0.fits 94 2.85057471 94\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z94_nside4096_seed0.fits 2.85057471 1847949660.0 0.0\n",
      "Got lens 2.85057471\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z95_nside4096_seed0.fits 95 2.94117647 95\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z95_nside4096_seed0.fits 2.94117647 1847949660.0 0.0\n",
      "Got lens 2.94117647\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z96_nside4096_seed0.fits 96 3.03614458 96\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z96_nside4096_seed0.fits 3.03614458 1847949660.0 0.0\n",
      "Got lens 3.03614458\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z97_nside4096_seed0.fits 97 3.10204082 97\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z97_nside4096_seed0.fits 3.10204082 1847949660.0 0.0\n",
      "Got lens 3.10204082\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z98_nside4096_seed0.fits 98 3.20502092 98\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z98_nside4096_seed0.fits 3.20502092 1847949660.0 0.0\n",
      "Got lens 3.20502092\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z99_nside4096_seed0.fits 99 3.31330472 99\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z99_nside4096_seed0.fits 3.31330472 1847949660.0 0.0\n",
      "Got lens 3.31330472\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z100_nside4096_seed0.fits 100 3.42731278 100\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z100_nside4096_seed0.fits 3.42731278 1847949660.0 0.0\n",
      "Got lens 3.42731278\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z101_nside4096_seed0.fits 101 3.54751131 101\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z101_nside4096_seed0.fits 3.54751131 1847949660.0 0.0\n",
      "Got lens 3.54751131\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z102_nside4096_seed0.fits 102 3.63133641 102\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z102_nside4096_seed0.fits 3.63133641 1847949660.0 0.0\n",
      "Got lens 3.63133641\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z103_nside4096_seed0.fits 103 3.76303318 103\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z103_nside4096_seed0.fits 3.76303318 1847949660.0 0.0\n",
      "Got lens 3.76303318\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z104_nside4096_seed0.fits 104 3.85507246 104\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z104_nside4096_seed0.fits 3.85507246 1847949660.0 0.0\n",
      "Got lens 3.85507246\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z105_nside4096_seed0.fits 105 4.0 105\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z105_nside4096_seed0.fits 4.0 1847949660.0 0.0\n",
      "Got lens 4.0\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "Mask already defined!\n",
      "applied mask\n",
      "Saved kappa\n",
      "Working on tomo 4\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z0_nside4096_seed0.fits 0 0.0 0\n",
      "set minimal zl to 0.0001\n",
      "set minimal zl to 0.0001\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z0_nside4096_seed0.fits 0.0 1847949660.0 2.005524208622069e-18\n",
      "Got lens 0.0\n",
      "[0. 0. 0. ... 0. 0. 0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z1_nside4096_seed0.fits 1 0.01208459 1\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z1_nside4096_seed0.fits 0.01208459 1847949660.0 1.6600454066488953e-20\n",
      "Got lens 0.01208459\n",
      "[-3.54872307e-07 -3.54872307e-07 -3.54872307e-07 ... -3.54872307e-07\n",
      " -3.54872307e-07 -3.54872307e-07]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z2_nside4096_seed0.fits 2 0.02446483 2\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z2_nside4096_seed0.fits 0.02446483 1847949660.0 8.200188216771462e-21\n",
      "Got lens 0.02446483\n",
      "[-5.20491909e-05 -5.20491909e-05 -5.20491909e-05 ... -5.20491909e-05\n",
      " -5.20491909e-05 -5.20491909e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z3_nside4096_seed0.fits 3 0.03501545 3\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z3_nside4096_seed0.fits 0.03501545 1847949660.0 5.728319780531251e-21\n",
      "Got lens 0.03501545\n",
      "[-0.00014359 -0.00014359 -0.00014359 ... -0.00014359 -0.00014359\n",
      " -0.00014359]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z4_nside4096_seed0.fits 4 0.05015674 4\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z4_nside4096_seed0.fits 0.05015674 1847949660.0 3.9966681181549744e-21\n",
      "Got lens 0.05015674\n",
      "[-0.00023324 -0.00023324 -0.00023324 ... -0.00023324 -0.00023324\n",
      " -0.00023324]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z5_nside4096_seed0.fits 5 0.06124604 5\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z5_nside4096_seed0.fits 0.06124604 1847949660.0 3.2707712116235347e-21\n",
      "Got lens 0.06124604\n",
      "[-8.32268016e-05 -2.78152914e-04 -2.78152914e-04 ... -2.78152914e-04\n",
      " -2.78152914e-04 -2.78152914e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z6_nside4096_seed0.fits 6 0.07486631 6\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z6_nside4096_seed0.fits 0.07486631 1847949660.0 2.672687143389554e-21\n",
      "Got lens 0.07486631\n",
      "[ 0.00067574 -0.0003596  -0.0003596  ... -0.0003596  -0.0003596\n",
      " -0.0003596 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z7_nside4096_seed0.fits 7 0.08648649 7\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z7_nside4096_seed0.fits 0.08648649 1847949660.0 2.3107619008841488e-21\n",
      "Got lens 0.08648649\n",
      "[-0.00022559 -0.00043216 -0.00043216 ... -0.00043216 -0.00043216\n",
      " -0.00043216]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z8_nside4096_seed0.fits 8 0.1007667 8\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z8_nside4096_seed0.fits 0.1007667 1847949660.0 1.9796799182491946e-21\n",
      "Got lens 0.1007667\n",
      "[-0.00044179 -0.00050078 -0.00050078 ... -0.00050078 -0.00050078\n",
      " -0.00050078]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z9_nside4096_seed0.fits 9 0.11295681 9\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z9_nside4096_seed0.fits 0.11295681 1847949660.0 1.7627983686846635e-21\n",
      "Got lens 0.11295681\n",
      "[ 4.96291932e-05 -5.28180981e-04 -5.28180981e-04 ... -5.28180981e-04\n",
      " -5.28180981e-04 -5.28180981e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z10_nside4096_seed0.fits 10 0.12794613 10\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z10_nside4096_seed0.fits 0.12794613 1847949660.0 1.5522234909112828e-21\n",
      "Got lens 0.12794613\n",
      "[-0.0005581  -0.00065061 -0.00065061 ... -0.00065061 -0.00065061\n",
      " -0.00065061]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z11_nside4096_seed0.fits 11 0.14074915 11\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z11_nside4096_seed0.fits 0.14074915 1847949660.0 1.4074485617709856e-21\n",
      "Got lens 0.14074915\n",
      "[-0.00050844 -0.00063426 -0.00063426 ... -0.00063426 -0.00063426\n",
      " -0.00063426]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z12_nside4096_seed0.fits 12 0.15384615 12\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z12_nside4096_seed0.fits 0.15384615 1847949660.0 1.2839085305168048e-21\n",
      "Got lens 0.15384615\n",
      "[-0.00021216 -0.00070952 -0.00070952 ... -0.00070952 -0.00070952\n",
      " -0.00070952]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z13_nside4096_seed0.fits 13 0.16724739 13\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z13_nside4096_seed0.fits 0.16724739 1847949660.0 1.1771681807095392e-21\n",
      "Got lens 0.16724739\n",
      "[-0.00023121 -0.0008626  -0.0008626  ... -0.0008626  -0.0008626\n",
      " -0.0008626 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z14_nside4096_seed0.fits 14 0.18374558 14\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z14_nside4096_seed0.fits 0.18374558 1847949660.0 1.0666915388014261e-21\n",
      "Got lens 0.18374558\n",
      "[-0.0004345  -0.00097485 -0.00097485 ... -0.00097485 -0.00097485\n",
      " -0.00097485]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z15_nside4096_seed0.fits 15 0.19785459 15\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z15_nside4096_seed0.fits 0.19785459 1847949660.0 9.864623458556331e-22\n",
      "Got lens 0.19785459\n",
      "[-0.00041759 -0.0009173  -0.0009173  ... -0.0009173  -0.0009173\n",
      " -0.0009173 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z16_nside4096_seed0.fits 16 0.21230398 16\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z16_nside4096_seed0.fits 0.21230398 1847949660.0 9.15024662798236e-22\n",
      "Got lens 0.21230398\n",
      "[-0.00050537 -0.00099616 -0.00099616 ... -0.00099616 -0.00099616\n",
      " -0.00099616]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z17_nside4096_seed0.fits 17 0.22710623 17\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z17_nside4096_seed0.fits 0.22710623 1847949660.0 8.509499980326102e-22\n",
      "Got lens 0.22710623\n",
      "[-0.00075986 -0.00106415 -0.00106415 ... -0.00106415 -0.00106415\n",
      " -0.00106415]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z18_nside4096_seed0.fits 18 0.24227441 18\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z18_nside4096_seed0.fits 0.24227441 1847949660.0 7.931010168223116e-22\n",
      "Got lens 0.24227441\n",
      "[-0.00068666 -0.00111205 -0.00111205 ... -0.00111205 -0.00111205\n",
      " -0.00111205]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z19_nside4096_seed0.fits 19 0.25782228 19\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z19_nside4096_seed0.fits 0.25782228 1847949660.0 7.405606138447362e-22\n",
      "Got lens 0.25782228\n",
      "[-0.0002364  -0.00107496 -0.00107496 ... -0.00107496 -0.00107496\n",
      " -0.00107496]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z20_nside4096_seed0.fits 20 0.27054362 20\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z20_nside4096_seed0.fits 0.27054362 1847949660.0 7.018433689048509e-22\n",
      "Got lens 0.27054362\n",
      "[-0.00068599 -0.00104153 -0.00104153 ... -0.00104153 -0.00104153\n",
      " -0.00104153]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z21_nside4096_seed0.fits 21 0.2835249 21\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z21_nside4096_seed0.fits 0.2835249 1847949660.0 6.65721919384371e-22\n",
      "Got lens 0.2835249\n",
      "[ 5.49582390e-05 -1.37332787e-03 -1.37332787e-03 ... -1.37332787e-03\n",
      " -1.37332787e-03 -1.37332787e-03]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z22_nside4096_seed0.fits 22 0.30350195 22\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z22_nside4096_seed0.fits 0.30350195 1847949660.0 6.15812611755854e-22\n",
      "Got lens 0.30350195\n",
      "[ 0.00556809 -0.0014233  -0.0014233  ... -0.0014233  -0.0014233\n",
      " -0.0014233 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z23_nside4096_seed0.fits 23 0.31716907 23\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z23_nside4096_seed0.fits 0.31716907 1847949660.0 5.850508566438343e-22\n",
      "Got lens 0.31716907\n",
      "[-0.00106998 -0.00136635 -0.00136635 ... -0.00136635 -0.00136635\n",
      " -0.00136635]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z24_nside4096_seed0.fits 24 0.33466135 24\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z24_nside4096_seed0.fits 0.33466135 1847949660.0 5.490776924162006e-22\n",
      "Got lens 0.33466135\n",
      "[-0.00098635 -0.00144447 -0.00144447 ... -0.00144447 -0.00144447\n",
      " -0.00144447]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z25_nside4096_seed0.fits 25 0.34899329 25\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z25_nside4096_seed0.fits 0.34899329 1847949660.0 5.22077235787246e-22\n",
      "Got lens 0.34899329\n",
      "[-0.00092043 -0.00135603 -0.00135603 ... -0.00135603 -0.00135603\n",
      " -0.00135603]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z26_nside4096_seed0.fits 26 0.36363636 26\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z26_nside4096_seed0.fits 0.36363636 1847949660.0 4.96497851470399e-22\n",
      "Got lens 0.36363636\n",
      "[-0.00081796 -0.00157249 -0.00157249 ... -0.00157249 -0.00157249\n",
      " -0.00157249]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z27_nside4096_seed0.fits 27 0.3823934 27\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z27_nside4096_seed0.fits 0.3823934 1847949660.0 4.663263202457231e-22\n",
      "Got lens 0.3823934\n",
      "[-0.00109241 -0.00181498 -0.00181498 ... -0.00181498 -0.00181498\n",
      " -0.00181498]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z28_nside4096_seed0.fits 28 0.40167364 28\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z28_nside4096_seed0.fits 0.40167364 1847949660.0 4.379524860374863e-22\n",
      "Got lens 0.40167364\n",
      "[-0.00095141 -0.00169527 -0.00169527 ... -0.00169527 -0.00169527\n",
      " -0.00169527]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z29_nside4096_seed0.fits 29 0.41748942 29\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z29_nside4096_seed0.fits 0.41748942 1847949660.0 4.164175073848478e-22\n",
      "Got lens 0.41748942\n",
      "[ 0.00021111 -0.00158812 -0.00158812 ... -0.00158812 -0.00158812\n",
      " -0.00158812]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z30_nside4096_seed0.fits 30 0.43366619 30\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z30_nside4096_seed0.fits 0.43366619 1847949660.0 3.958221774548939e-22\n",
      "Got lens 0.43366619\n",
      "[ 0.00267013 -0.00165855 -0.00165855 ... -0.00165855 -0.00165855\n",
      " -0.00165855]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z31_nside4096_seed0.fits 31 0.45021645 31\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z31_nside4096_seed0.fits 0.45021645 1847949660.0 3.7608799107940033e-22\n",
      "Got lens 0.45021645\n",
      "[-0.00127479 -0.00190237 -0.00190237 ... -0.00190237 -0.00190237\n",
      " -0.00190237]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z32_nside4096_seed0.fits 32 0.47144949 32\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z32_nside4096_seed0.fits 0.47144949 1847949660.0 3.525238053607295e-22\n",
      "Got lens 0.47144949\n",
      "[-0.00132702 -0.00194678 -0.00194678 ... -0.00194678 -0.00194678\n",
      " -0.00194678]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z33_nside4096_seed0.fits 33 0.48888889 33\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z33_nside4096_seed0.fits 0.48888889 1847949660.0 3.3447782281554216e-22\n",
      "Got lens 0.48888889\n",
      "[-0.0012125 -0.0015414 -0.0015414 ... -0.0015414 -0.0015414 -0.0015414]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z34_nside4096_seed0.fits 34 0.50224215 34\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z34_nside4096_seed0.fits 0.50224215 1847949660.0 3.213751849384013e-22\n",
      "Got lens 0.50224215\n",
      "[-0.0013684 -0.0013684 -0.0013684 ... -0.0013684 -0.0013684 -0.0013684]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z35_nside4096_seed0.fits 35 0.5158371 35\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z35_nside4096_seed0.fits 0.5158371 1847949660.0 3.086178298144355e-22\n",
      "Got lens 0.5158371\n",
      "[-0.00145865 -0.00187248 -0.00187248 ... -0.00187248 -0.00187248\n",
      " -0.00187248]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z36_nside4096_seed0.fits 36 0.53905054 36\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z36_nside4096_seed0.fits 0.53905054 1847949660.0 2.8806689356120085e-22\n",
      "Got lens 0.53905054\n",
      "[ 0.00147796 -0.00209293 -0.00209293 ... -0.00209293 -0.00209293\n",
      " -0.00209293]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z37_nside4096_seed0.fits 37 0.55813953 37\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z37_nside4096_seed0.fits 0.55813953 1847949660.0 2.7221562131339314e-22\n",
      "Got lens 0.55813953\n",
      "[-0.00113257 -0.00191128 -0.00191128 ... -0.00191128 -0.00191128\n",
      " -0.00191128]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z38_nside4096_seed0.fits 38 0.57770801 38\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z38_nside4096_seed0.fits 0.57770801 1847949660.0 2.5684330705797516e-22\n",
      "Got lens 0.57770801\n",
      "[-0.00194296 -0.00194296 -0.00194296 ... -0.00194296 -0.00194296\n",
      " -0.00194296]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z39_nside4096_seed0.fits 39 0.59777424 39\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z39_nside4096_seed0.fits 0.59777424 1847949660.0 2.41911802573591e-22\n",
      "Got lens 0.59777424\n",
      "[-0.00197449 -0.00197449 -0.00197449 ... -0.00197449 -0.00197449\n",
      " -0.00197449]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z40_nside4096_seed0.fits 40 0.61835749 40\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z40_nside4096_seed0.fits 0.61835749 1847949660.0 2.273856979034077e-22\n",
      "Got lens 0.61835749\n",
      "[-0.00200291 -0.00200291 -0.00200291 ... -0.00200291 -0.00200291\n",
      " -0.00200291]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z41_nside4096_seed0.fits 41 0.63947798 41\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z41_nside4096_seed0.fits 0.63947798 1847949660.0 2.1323210276050295e-22\n",
      "Got lens 0.63947798\n",
      "[-0.0016278  -0.00174853 -0.00174853 ... -0.00174853 -0.00174853\n",
      " -0.00174853]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z42_nside4096_seed0.fits 42 0.65568369 42\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z42_nside4096_seed0.fits 0.65568369 1847949660.0 2.0284282029331343e-22\n",
      "Got lens 0.65568369\n",
      "[-0.00015071 -0.00151069 -0.00151069 ... -0.00151069 -0.00151069\n",
      " -0.00151069]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z43_nside4096_seed0.fits 43 0.67221298 43\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z43_nside4096_seed0.fits 0.67221298 1847949660.0 1.9263354004643105e-22\n",
      "Got lens 0.67221298\n",
      "[-0.00018482 -0.00177484 -0.00177484 ... -0.00177484 -0.00177484\n",
      " -0.00177484]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z44_nside4096_seed0.fits 44 0.69477234 44\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z44_nside4096_seed0.fits 0.69477234 1847949660.0 1.7928111574521345e-22\n",
      "Got lens 0.69477234\n",
      "[-0.00048389 -0.00202246 -0.00202246 ... -0.00202246 -0.00202246\n",
      " -0.00202246]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z45_nside4096_seed0.fits 45 0.71794872 45\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z45_nside4096_seed0.fits 0.71794872 1847949660.0 1.6620183142722875e-22\n",
      "Got lens 0.71794872\n",
      "[-0.00040223 -0.00172455 -0.00172455 ... -0.00172455 -0.00172455\n",
      " -0.00172455]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z46_nside4096_seed0.fits 46 0.7357513 46\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z46_nside4096_seed0.fits 0.7357513 1847949660.0 1.5655668020785045e-22\n",
      "Got lens 0.7357513\n",
      "[ 0.00068763 -0.00173356 -0.00173356 ... -0.00173356 -0.00173356\n",
      " -0.00173356]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z47_nside4096_seed0.fits 47 0.76007005 47\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z47_nside4096_seed0.fits 0.76007005 1847949660.0 1.4389661949448645e-22\n",
      "Got lens 0.76007005\n",
      "[ 0.00597645 -0.00169024 -0.00169024 ... -0.00169024 -0.00169024\n",
      " -0.00169024]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z48_nside4096_seed0.fits 48 0.77876106 48\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z48_nside4096_seed0.fits 0.77876106 1847949660.0 1.3453930898997297e-22\n",
      "Got lens 0.77876106\n",
      "[-0.00015477 -0.00142964 -0.00142964 ... -0.00142964 -0.00142964\n",
      " -0.00142964]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z49_nside4096_seed0.fits 49 0.79785331 49\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z49_nside4096_seed0.fits 0.79785331 1847949660.0 1.2528985619829955e-22\n",
      "Got lens 0.79785331\n",
      "[ 0.00051946 -0.00164965 -0.00164965 ... -0.00164965 -0.00164965\n",
      " -0.00164965]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z50_nside4096_seed0.fits 50 0.82395644 50\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z50_nside4096_seed0.fits 0.82395644 1847949660.0 1.1310975273224091e-22\n",
      "Got lens 0.82395644\n",
      "[ 0.00081314 -0.00156641 -0.00156641 ... -0.00156641 -0.00156641\n",
      " -0.00156641]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z51_nside4096_seed0.fits 51 0.8440367 51\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z51_nside4096_seed0.fits 0.8440367 1847949660.0 1.0407794420063687e-22\n",
      "Got lens 0.8440367\n",
      "[-0.00063585 -0.00129643 -0.00129643 ... -0.00129643 -0.00129643\n",
      " -0.00129643]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z52_nside4096_seed0.fits 52 0.86456401 52\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z52_nside4096_seed0.fits 0.86456401 1847949660.0 9.512541779738342e-23\n",
      "Got lens 0.86456401\n",
      "[-0.00097486 -0.00124415 -0.00124415 ... -0.00124415 -0.00124415\n",
      " -0.00124415]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z53_nside4096_seed0.fits 53 0.88555347 53\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z53_nside4096_seed0.fits 0.88555347 1847949660.0 8.624407252919537e-23\n",
      "Got lens 0.88555347\n",
      "[ 3.55104384e-05 -1.39079356e-03 -1.39079356e-03 ... -1.39079356e-03\n",
      " -1.39079356e-03 -1.39079356e-03]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z54_nside4096_seed0.fits 54 0.91428571 54\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z54_nside4096_seed0.fits 0.91428571 1847949660.0 7.449932279213488e-23\n",
      "Got lens 0.91428571\n",
      "[-0.00048392 -0.0012831  -0.0012831  ... -0.0012831  -0.0012831\n",
      " -0.0012831 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z55_nside4096_seed0.fits 55 0.93641618 55\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z55_nside4096_seed0.fits 0.93641618 1847949660.0 6.57534874441189e-23\n",
      "Got lens 0.93641618\n",
      "[ 0.0007379  -0.00101963 -0.00101963 ... -0.00101963 -0.00101963\n",
      " -0.00101963]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z56_nside4096_seed0.fits 56 0.95906433 56\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z56_nside4096_seed0.fits 0.95906433 1847949660.0 5.705294125929209e-23\n",
      "Got lens 0.95906433\n",
      "[ 0.0008914  -0.00091918 -0.00091918 ... -0.00091918 -0.00091918\n",
      " -0.00091918]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z57_nside4096_seed0.fits 57 0.98224852 57\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z57_nside4096_seed0.fits 0.98224852 1847949660.0 4.8503775763535497e-23\n",
      "Got lens 0.98224852\n",
      "[-0.00027291 -0.00081346 -0.00081346 ... -0.00081346 -0.00081346\n",
      " -0.00081346]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z58_nside4096_seed0.fits 58 1.00598802 58\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z58_nside4096_seed0.fits 1.00598802 1847949660.0 4.066952808128032e-23\n",
      "Got lens 1.00598802\n",
      "[-0.00017429 -0.00071721 -0.00071721 ... -0.00071721 -0.00071721\n",
      " -0.00071721]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z59_nside4096_seed0.fits 59 1.03030303 59\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z59_nside4096_seed0.fits 1.03030303 1847949660.0 3.362090744218168e-23\n",
      "Got lens 1.03030303\n",
      "[ 0.00247184 -0.00062285 -0.00062285 ... -0.00062285 -0.00062285\n",
      " -0.00062285]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z60_nside4096_seed0.fits 60 1.05521472 60\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z60_nside4096_seed0.fits 1.05521472 1847949660.0 2.732907826444386e-23\n",
      "Got lens 1.05521472\n",
      "[ 0.0003326  -0.00052899 -0.00052899 ... -0.00052899 -0.00052899\n",
      " -0.00052899]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z61_nside4096_seed0.fits 61 1.08074534 61\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z61_nside4096_seed0.fits 1.08074534 1847949660.0 2.1764180012455372e-23\n",
      "Got lens 1.08074534\n",
      "[-0.00010879 -0.00044279 -0.00044279 ... -0.00044279 -0.00044279\n",
      " -0.00044279]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z62_nside4096_seed0.fits 62 1.10691824 62\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z62_nside4096_seed0.fits 1.10691824 1847949660.0 1.6899973205314435e-23\n",
      "Got lens 1.10691824\n",
      "[-8.55004196e-05 -3.00029156e-04 -3.00029156e-04 ... -3.00029156e-04\n",
      " -3.00029156e-04 -3.00029156e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z63_nside4096_seed0.fits 63 1.12473573 63\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z63_nside4096_seed0.fits 1.12473573 1847949660.0 1.4032583291581822e-23\n",
      "Got lens 1.12473573\n",
      "[ 1.10216194e-05 -2.57845975e-04 -2.57845975e-04 ... -2.57845975e-04\n",
      " -2.57845975e-04 -2.57845975e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z64_nside4096_seed0.fits 64 1.15203426 64\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z64_nside4096_seed0.fits 1.15203426 1847949660.0 1.0274630488800121e-23\n",
      "Got lens 1.15203426\n",
      "[-5.45380868e-05 -2.36094153e-04 -2.36094153e-04 ... -2.36094153e-04\n",
      " -2.36094153e-04 -2.36094153e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z65_nside4096_seed0.fits 65 1.18004338 65\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z65_nside4096_seed0.fits 1.18004338 1847949660.0 7.143892037055486e-24\n",
      "Got lens 1.18004338\n",
      "[-4.09681991e-05 -1.70183348e-04 -1.70183348e-04 ... -1.70183348e-04\n",
      " -1.70183348e-04 -1.70183348e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z66_nside4096_seed0.fits 66 1.20879121 66\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z66_nside4096_seed0.fits 1.20879121 1847949660.0 4.614241269575203e-24\n",
      "Got lens 1.20879121\n",
      "[-8.00625341e-05 -1.14986526e-04 -1.14986526e-04 ... -1.14986526e-04\n",
      " -1.14986526e-04 -1.14986526e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z67_nside4096_seed0.fits 67 1.23830735 67\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z67_nside4096_seed0.fits 1.23830735 1847949660.0 2.6602577462047966e-24\n",
      "Got lens 1.23830735\n",
      "[-5.81095931e-05 -5.81095931e-05 -5.81095931e-05 ... -5.81095931e-05\n",
      " -5.81095931e-05 -5.81095931e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z68_nside4096_seed0.fits 68 1.25842697 68\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z68_nside4096_seed0.fits 1.25842697 1847949660.0 1.665985870929648e-24\n",
      "Got lens 1.25842697\n",
      "[-4.5540148e-05 -4.5540148e-05 -4.5540148e-05 ... -4.5540148e-05\n",
      " -4.5540148e-05 -4.5540148e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z69_nside4096_seed0.fits 69 1.29977117 69\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z69_nside4096_seed0.fits 1.29977117 1847949660.0 3.85395765720262e-25\n",
      "Got lens 1.29977117\n",
      "[-1.10034248e-05 -1.10034248e-05 -1.10034248e-05 ... -1.10034248e-05\n",
      " -1.10034248e-05 -1.10034248e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z70_nside4096_seed0.fits 70 1.32101617 70\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z70_nside4096_seed0.fits 1.32101617 1847949660.0 8.503462051801094e-26\n",
      "Got lens 1.32101617\n",
      "[-1.67476822e-06 -1.67476822e-06 -1.67476822e-06 ... -1.67476822e-06\n",
      " -1.67476822e-06 -1.67476822e-06]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z71_nside4096_seed0.fits 71 1.34265734 71\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z71_nside4096_seed0.fits 1.34265734 1847949660.0 0.0\n",
      "Got lens 1.34265734\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z72_nside4096_seed0.fits 72 1.37588652 72\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z72_nside4096_seed0.fits 1.37588652 1847949660.0 0.0\n",
      "Got lens 1.37588652\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z73_nside4096_seed0.fits 73 1.39856802 73\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z73_nside4096_seed0.fits 1.39856802 1847949660.0 0.0\n",
      "Got lens 1.39856802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z74_nside4096_seed0.fits 74 1.43341404 74\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z74_nside4096_seed0.fits 1.43341404 1847949660.0 0.0\n",
      "Got lens 1.43341404\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z75_nside4096_seed0.fits 75 1.45721271 75\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z75_nside4096_seed0.fits 1.45721271 1847949660.0 0.0\n",
      "Got lens 1.45721271\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z76_nside4096_seed0.fits 76 1.49379653 76\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z76_nside4096_seed0.fits 1.49379653 1847949660.0 0.0\n",
      "Got lens 1.49379653\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z77_nside4096_seed0.fits 77 1.5443038 77\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z77_nside4096_seed0.fits 1.5443038 1847949660.0 0.0\n",
      "Got lens 1.5443038\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z78_nside4096_seed0.fits 78 1.61038961 78\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z78_nside4096_seed0.fits 1.61038961 1847949660.0 0.0\n",
      "Got lens 1.61038961\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z79_nside4096_seed0.fits 79 1.68 79\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z79_nside4096_seed0.fits 1.68 1847949660.0 0.0\n",
      "Got lens 1.68\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z80_nside4096_seed0.fits 80 1.73841962 80\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z80_nside4096_seed0.fits 1.73841962 1847949660.0 0.0\n",
      "Got lens 1.73841962\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z81_nside4096_seed0.fits 81 1.7994429 81\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z81_nside4096_seed0.fits 1.7994429 1847949660.0 0.0\n",
      "Got lens 1.7994429\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z82_nside4096_seed0.fits 82 1.87965616 82\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z82_nside4096_seed0.fits 1.87965616 1847949660.0 0.0\n",
      "Got lens 1.87965616\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z83_nside4096_seed0.fits 83 1.94721408 83\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z83_nside4096_seed0.fits 1.94721408 1847949660.0 0.0\n",
      "Got lens 1.94721408\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z84_nside4096_seed0.fits 84 2.01801802 84\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z84_nside4096_seed0.fits 2.01801802 1847949660.0 0.0\n",
      "Got lens 2.01801802\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z85_nside4096_seed0.fits 85 2.09230769 85\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z85_nside4096_seed0.fits 2.09230769 1847949660.0 0.0\n",
      "Got lens 2.09230769\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z86_nside4096_seed0.fits 86 2.170347 86\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z86_nside4096_seed0.fits 2.170347 1847949660.0 0.0\n",
      "Got lens 2.170347\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z87_nside4096_seed0.fits 87 2.25242718 87\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z87_nside4096_seed0.fits 2.25242718 1847949660.0 0.0\n",
      "Got lens 2.25242718\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z88_nside4096_seed0.fits 88 2.31683168 88\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z88_nside4096_seed0.fits 2.31683168 1847949660.0 0.0\n",
      "Got lens 2.31683168\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z89_nside4096_seed0.fits 89 2.40677966 89\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z89_nside4096_seed0.fits 2.40677966 1847949660.0 0.0\n",
      "Got lens 2.40677966\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z90_nside4096_seed0.fits 90 2.47750865 90\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z90_nside4096_seed0.fits 2.47750865 1847949660.0 0.0\n",
      "Got lens 2.47750865\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z91_nside4096_seed0.fits 91 2.57651246 91\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z91_nside4096_seed0.fits 2.57651246 1847949660.0 0.0\n",
      "Got lens 2.57651246\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z92_nside4096_seed0.fits 92 2.65454545 92\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z92_nside4096_seed0.fits 2.65454545 1847949660.0 0.0\n",
      "Got lens 2.65454545\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z93_nside4096_seed0.fits 93 2.73605948 93\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z93_nside4096_seed0.fits 2.73605948 1847949660.0 0.0\n",
      "Got lens 2.73605948\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z94_nside4096_seed0.fits 94 2.85057471 94\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z94_nside4096_seed0.fits 2.85057471 1847949660.0 0.0\n",
      "Got lens 2.85057471\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z95_nside4096_seed0.fits 95 2.94117647 95\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z95_nside4096_seed0.fits 2.94117647 1847949660.0 0.0\n",
      "Got lens 2.94117647\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z96_nside4096_seed0.fits 96 3.03614458 96\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z96_nside4096_seed0.fits 3.03614458 1847949660.0 0.0\n",
      "Got lens 3.03614458\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z97_nside4096_seed0.fits 97 3.10204082 97\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z97_nside4096_seed0.fits 3.10204082 1847949660.0 0.0\n",
      "Got lens 3.10204082\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z98_nside4096_seed0.fits 98 3.20502092 98\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z98_nside4096_seed0.fits 3.20502092 1847949660.0 0.0\n",
      "Got lens 3.20502092\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z99_nside4096_seed0.fits 99 3.31330472 99\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z99_nside4096_seed0.fits 3.31330472 1847949660.0 0.0\n",
      "Got lens 3.31330472\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z100_nside4096_seed0.fits 100 3.42731278 100\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z100_nside4096_seed0.fits 3.42731278 1847949660.0 0.0\n",
      "Got lens 3.42731278\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z101_nside4096_seed0.fits 101 3.54751131 101\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z101_nside4096_seed0.fits 3.54751131 1847949660.0 0.0\n",
      "Got lens 3.54751131\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z102_nside4096_seed0.fits 102 3.63133641 102\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z102_nside4096_seed0.fits 3.63133641 1847949660.0 0.0\n",
      "Got lens 3.63133641\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z103_nside4096_seed0.fits 103 3.76303318 103\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z103_nside4096_seed0.fits 3.76303318 1847949660.0 0.0\n",
      "Got lens 3.76303318\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z104_nside4096_seed0.fits 104 3.85507246 104\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z104_nside4096_seed0.fits 3.85507246 1847949660.0 0.0\n",
      "Got lens 3.85507246\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z105_nside4096_seed0.fits 105 4.0 105\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z105_nside4096_seed0.fits 4.0 1847949660.0 0.0\n",
      "Got lens 4.0\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "Mask already defined!\n",
      "applied mask\n",
      "Saved kappa\n",
      "Working on tomo 5\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z0_nside4096_seed0.fits 0 0.0 0\n",
      "set minimal zl to 0.0001\n",
      "set minimal zl to 0.0001\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z0_nside4096_seed0.fits 0.0 1847949660.0 2.0060329896035513e-18\n",
      "Got lens 0.0\n",
      "[0. 0. 0. ... 0. 0. 0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z1_nside4096_seed0.fits 1 0.01208459 1\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z1_nside4096_seed0.fits 0.01208459 1847949660.0 1.666542580758485e-20\n",
      "Got lens 0.01208459\n",
      "[-3.56261225e-07 -3.56261225e-07 -3.56261225e-07 ... -3.56261225e-07\n",
      " -3.56261225e-07 -3.56261225e-07]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z2_nside4096_seed0.fits 2 0.02446483 2\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z2_nside4096_seed0.fits 0.02446483 1847949660.0 8.264031830946866e-21\n",
      "Got lens 0.02446483\n",
      "[-5.24544266e-05 -5.24544266e-05 -5.24544266e-05 ... -5.24544266e-05\n",
      " -5.24544266e-05 -5.24544266e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z3_nside4096_seed0.fits 3 0.03501545 3\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z3_nside4096_seed0.fits 0.03501545 1847949660.0 5.79224954818368e-21\n",
      "Got lens 0.03501545\n",
      "[-0.00014519 -0.00014519 -0.00014519 ... -0.00014519 -0.00014519\n",
      " -0.00014519]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z4_nside4096_seed0.fits 4 0.05015674 4\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z4_nside4096_seed0.fits 0.05015674 1847949660.0 4.061127354670528e-21\n",
      "Got lens 0.05015674\n",
      "[-0.000237 -0.000237 -0.000237 ... -0.000237 -0.000237 -0.000237]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z5_nside4096_seed0.fits 5 0.06124604 5\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z5_nside4096_seed0.fits 0.06124604 1847949660.0 3.3357394415008685e-21\n",
      "Got lens 0.06124604\n",
      "[-8.48799585e-05 -2.83677942e-04 -2.83677942e-04 ... -2.83677942e-04\n",
      " -2.83677942e-04 -2.83677942e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z6_nside4096_seed0.fits 6 0.07486631 6\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z6_nside4096_seed0.fits 0.07486631 1847949660.0 2.7383461330035553e-21\n",
      "Got lens 0.07486631\n",
      "[ 0.00069234 -0.00036843 -0.00036843 ... -0.00036843 -0.00036843\n",
      " -0.00036843]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z7_nside4096_seed0.fits 7 0.08648649 7\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z7_nside4096_seed0.fits 0.08648649 1847949660.0 2.3770433675477843e-21\n",
      "Got lens 0.08648649\n",
      "[-0.00023206 -0.00044456 -0.00044456 ... -0.00044456 -0.00044456\n",
      " -0.00044456]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z8_nside4096_seed0.fits 8 0.1007667 8\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z8_nside4096_seed0.fits 0.1007667 1847949660.0 2.0467517671373827e-21\n",
      "Got lens 0.1007667\n",
      "[-0.00045676 -0.00051775 -0.00051775 ... -0.00051775 -0.00051775\n",
      " -0.00051775]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z9_nside4096_seed0.fits 9 0.11295681 9\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z9_nside4096_seed0.fits 0.11295681 1847949660.0 1.8305596104806555e-21\n",
      "Got lens 0.11295681\n",
      "[ 5.15369189e-05 -5.48484040e-04 -5.48484040e-04 ... -5.48484040e-04\n",
      " -5.48484040e-04 -5.48484040e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z10_nside4096_seed0.fits 10 0.12794613 10\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z10_nside4096_seed0.fits 0.12794613 1847949660.0 1.6208449712984717e-21\n",
      "Got lens 0.12794613\n",
      "[-0.00058277 -0.00067937 -0.00067937 ... -0.00067937 -0.00067937\n",
      " -0.00067937]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z11_nside4096_seed0.fits 11 0.14074915 11\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z11_nside4096_seed0.fits 0.14074915 1847949660.0 1.4768126506923956e-21\n",
      "Got lens 0.14074915\n",
      "[-0.0005335  -0.00066552 -0.00066552 ... -0.00066552 -0.00066552\n",
      " -0.00066552]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z12_nside4096_seed0.fits 12 0.15384615 12\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z12_nside4096_seed0.fits 0.15384615 1847949660.0 1.3540377686829986e-21\n",
      "Got lens 0.15384615\n",
      "[-0.00022375 -0.00074827 -0.00074827 ... -0.00074827 -0.00074827\n",
      " -0.00074827]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z13_nside4096_seed0.fits 13 0.16724739 13\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z13_nside4096_seed0.fits 0.16724739 1847949660.0 1.2480847385749818e-21\n",
      "Got lens 0.16724739\n",
      "[-0.00024514 -0.00091457 -0.00091457 ... -0.00091457 -0.00091457\n",
      " -0.00091457]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z14_nside4096_seed0.fits 14 0.18374558 14\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z14_nside4096_seed0.fits 0.18374558 1847949660.0 1.1385820395901424e-21\n",
      "Got lens 0.18374558\n",
      "[-0.00046378 -0.00104056 -0.00104056 ... -0.00104056 -0.00104056\n",
      " -0.00104056]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z15_nside4096_seed0.fits 15 0.19785459 15\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z15_nside4096_seed0.fits 0.19785459 1847949660.0 1.0591889330232652e-21\n",
      "Got lens 0.19785459\n",
      "[-0.00044838 -0.00098493 -0.00098493 ... -0.00098493 -0.00098493\n",
      " -0.00098493]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z16_nside4096_seed0.fits 16 0.21230398 16\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z16_nside4096_seed0.fits 0.21230398 1847949660.0 9.886099044850868e-22\n",
      "Got lens 0.21230398\n",
      "[-0.00054601 -0.00107627 -0.00107627 ... -0.00107627 -0.00107627\n",
      " -0.00107627]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z17_nside4096_seed0.fits 17 0.22710623 17\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z17_nside4096_seed0.fits 0.22710623 1847949660.0 9.25416898517853e-22\n",
      "Got lens 0.22710623\n",
      "[-0.00082636 -0.00115727 -0.00115727 ... -0.00115727 -0.00115727\n",
      " -0.00115727]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z18_nside4096_seed0.fits 18 0.24227441 18\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z18_nside4096_seed0.fits 0.24227441 1847949660.0 8.684731173117377e-22\n",
      "Got lens 0.24227441\n",
      "[-0.00075192 -0.00121774 -0.00121774 ... -0.00121774 -0.00121774\n",
      " -0.00121774]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z19_nside4096_seed0.fits 19 0.25782228 19\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z19_nside4096_seed0.fits 0.25782228 1847949660.0 8.168620834588406e-22\n",
      "Got lens 0.25782228\n",
      "[-0.00026075 -0.00118571 -0.00118571 ... -0.00118571 -0.00118571\n",
      " -0.00118571]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z20_nside4096_seed0.fits 20 0.27054362 20\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z20_nside4096_seed0.fits 0.27054362 1847949660.0 7.789062074016192e-22\n",
      "Got lens 0.27054362\n",
      "[-0.00076132 -0.00115589 -0.00115589 ... -0.00115589 -0.00115589\n",
      " -0.00115589]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z21_nside4096_seed0.fits 21 0.2835249 21\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z21_nside4096_seed0.fits 0.2835249 1847949660.0 7.435624410989697e-22\n",
      "Got lens 0.2835249\n",
      "[ 6.13843125e-05 -1.53390627e-03 -1.53390627e-03 ... -1.53390627e-03\n",
      " -1.53390627e-03 -1.53390627e-03]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z22_nside4096_seed0.fits 22 0.30350195 22\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z22_nside4096_seed0.fits 0.30350195 1847949660.0 6.948511888108378e-22\n",
      "Got lens 0.30350195\n",
      "[ 0.00628275 -0.00160597 -0.00160597 ... -0.00160597 -0.00160597\n",
      " -0.00160597]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z23_nside4096_seed0.fits 23 0.31716907 23\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z23_nside4096_seed0.fits 0.31716907 1847949660.0 6.649098287135592e-22\n",
      "Got lens 0.31716907\n",
      "[-0.00121603 -0.00155285 -0.00155285 ... -0.00155285 -0.00155285\n",
      " -0.00155285]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z24_nside4096_seed0.fits 24 0.33466135 24\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z24_nside4096_seed0.fits 0.33466135 1847949660.0 6.29987431561184e-22\n",
      "Got lens 0.33466135\n",
      "[-0.0011317  -0.00165733 -0.00165733 ... -0.00165733 -0.00165733\n",
      " -0.00165733]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z25_nside4096_seed0.fits 25 0.34899329 25\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z25_nside4096_seed0.fits 0.34899329 1847949660.0 6.038484521541249e-22\n",
      "Got lens 0.34899329\n",
      "[-0.0010646  -0.00156842 -0.00156842 ... -0.00156842 -0.00156842\n",
      " -0.00156842]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z26_nside4096_seed0.fits 26 0.36363636 26\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z26_nside4096_seed0.fits 0.36363636 1847949660.0 5.791496953670892e-22\n",
      "Got lens 0.36363636\n",
      "[-0.00095412 -0.00183426 -0.00183426 ... -0.00183426 -0.00183426\n",
      " -0.00183426]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z27_nside4096_seed0.fits 27 0.3823934 27\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z27_nside4096_seed0.fits 0.3823934 1847949660.0 5.50106783802957e-22\n",
      "Got lens 0.3823934\n",
      "[-0.00128867 -0.00214106 -0.00214106 ... -0.00214106 -0.00214106\n",
      " -0.00214106]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z28_nside4096_seed0.fits 28 0.40167364 28\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z28_nside4096_seed0.fits 0.40167364 1847949660.0 5.228936403324241e-22\n",
      "Got lens 0.40167364\n",
      "[-0.00113594 -0.00202407 -0.00202407 ... -0.00202407 -0.00202407\n",
      " -0.00202407]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z29_nside4096_seed0.fits 29 0.41748942 29\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z29_nside4096_seed0.fits 0.41748942 1847949660.0 5.0231117726139975e-22\n",
      "Got lens 0.41748942\n",
      "[ 0.00025465 -0.0019157  -0.0019157  ... -0.0019157  -0.0019157\n",
      " -0.0019157 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z30_nside4096_seed0.fits 30 0.43366619 30\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z30_nside4096_seed0.fits 0.43366619 1847949660.0 4.826904236448623e-22\n",
      "Got lens 0.43366619\n",
      "[ 0.00325613 -0.00202254 -0.00202254 ... -0.00202254 -0.00202254\n",
      " -0.00202254]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z31_nside4096_seed0.fits 31 0.45021645 31\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z31_nside4096_seed0.fits 0.45021645 1847949660.0 4.639536133929604e-22\n",
      "Got lens 0.45021645\n",
      "[-0.00157262 -0.00234682 -0.00234682 ... -0.00234682 -0.00234682\n",
      " -0.00234682]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z32_nside4096_seed0.fits 32 0.47144949 32\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z32_nside4096_seed0.fits 0.47144949 1847949660.0 4.416693963272924e-22\n",
      "Got lens 0.47144949\n",
      "[-0.00166259 -0.00243908 -0.00243908 ... -0.00243908 -0.00243908\n",
      " -0.00243908]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z33_nside4096_seed0.fits 33 0.48888889 33\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z33_nside4096_seed0.fits 0.48888889 1847949660.0 4.246749868494311e-22\n",
      "Got lens 0.48888889\n",
      "[-0.00153947 -0.00195707 -0.00195707 ... -0.00195707 -0.00195707\n",
      " -0.00195707]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z34_nside4096_seed0.fits 34 0.50224215 34\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z34_nside4096_seed0.fits 0.50224215 1847949660.0 4.1237769295257673e-22\n",
      "Got lens 0.50224215\n",
      "[-0.00175589 -0.00175589 -0.00175589 ... -0.00175589 -0.00175589\n",
      " -0.00175589]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z35_nside4096_seed0.fits 35 0.5158371 35\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z35_nside4096_seed0.fits 0.5158371 1847949660.0 4.0044038847089804e-22\n",
      "Got lens 0.5158371\n",
      "[-0.00189264 -0.00242959 -0.00242959 ... -0.00242959 -0.00242959\n",
      " -0.00242959]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z36_nside4096_seed0.fits 36 0.53905054 36\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z36_nside4096_seed0.fits 0.53905054 1847949660.0 3.812899679088595e-22\n",
      "Got lens 0.53905054\n",
      "[ 0.00195626 -0.00277023 -0.00277023 ... -0.00277023 -0.00277023\n",
      " -0.00277023]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z37_nside4096_seed0.fits 37 0.55813953 37\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z37_nside4096_seed0.fits 0.55813953 1847949660.0 3.66590608898005e-22\n",
      "Got lens 0.55813953\n",
      "[-0.00152522 -0.0025739  -0.0025739  ... -0.0025739  -0.0025739\n",
      " -0.0025739 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z38_nside4096_seed0.fits 38 0.57770801 38\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z38_nside4096_seed0.fits 0.57770801 1847949660.0 3.5239933844657753e-22\n",
      "Got lens 0.57770801\n",
      "[-0.00266582 -0.00266582 -0.00266582 ... -0.00266582 -0.00266582\n",
      " -0.00266582]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z39_nside4096_seed0.fits 39 0.59777424 39\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z39_nside4096_seed0.fits 0.59777424 1847949660.0 3.3867910508422975e-22\n",
      "Got lens 0.59777424\n",
      "[-0.0027643 -0.0027643 -0.0027643 ... -0.0027643 -0.0027643 -0.0027643]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z40_nside4096_seed0.fits 40 0.61835749 40\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z40_nside4096_seed0.fits 0.61835749 1847949660.0 3.2539565735243094e-22\n",
      "Got lens 0.61835749\n",
      "[-0.00286622 -0.00286622 -0.00286622 ... -0.00286622 -0.00286622\n",
      " -0.00286622]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z41_nside4096_seed0.fits 41 0.63947798 41\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z41_nside4096_seed0.fits 0.63947798 1847949660.0 3.1251732152919363e-22\n",
      "Got lens 0.63947798\n",
      "[-0.00238574 -0.00256268 -0.00256268 ... -0.00256268 -0.00256268\n",
      " -0.00256268]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z42_nside4096_seed0.fits 42 0.65568369 42\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z42_nside4096_seed0.fits 0.65568369 1847949660.0 3.03106648216873e-22\n",
      "Got lens 0.65568369\n",
      "[-0.00022521 -0.00225742 -0.00225742 ... -0.00225742 -0.00225742\n",
      " -0.00225742]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z43_nside4096_seed0.fits 43 0.67221298 43\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z43_nside4096_seed0.fits 0.67221298 1847949660.0 2.9389560364542337e-22\n",
      "Got lens 0.67221298\n",
      "[-0.00028198 -0.00270782 -0.00270782 ... -0.00270782 -0.00270782\n",
      " -0.00270782]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z44_nside4096_seed0.fits 44 0.69477234 44\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z44_nside4096_seed0.fits 0.69477234 1847949660.0 2.819057124940574e-22\n",
      "Got lens 0.69477234\n",
      "[-0.00076088 -0.00318016 -0.00318016 ... -0.00318016 -0.00318016\n",
      " -0.00318016]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z45_nside4096_seed0.fits 45 0.71794872 45\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z45_nside4096_seed0.fits 0.71794872 1847949660.0 2.702263705789691e-22\n",
      "Got lens 0.71794872\n",
      "[-0.00065398 -0.00280394 -0.00280394 ... -0.00280394 -0.00280394\n",
      " -0.00280394]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z46_nside4096_seed0.fits 46 0.7357513 46\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z46_nside4096_seed0.fits 0.7357513 1847949660.0 2.616566533319698e-22\n",
      "Got lens 0.7357513\n",
      "[ 0.00114925 -0.00289733 -0.00289733 ... -0.00289733 -0.00289733\n",
      " -0.00289733]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z47_nside4096_seed0.fits 47 0.76007005 47\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z47_nside4096_seed0.fits 0.76007005 1847949660.0 2.50465776347083e-22\n",
      "Got lens 0.76007005\n",
      "[ 0.01040258 -0.00294203 -0.00294203 ... -0.00294203 -0.00294203\n",
      " -0.00294203]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z48_nside4096_seed0.fits 48 0.77876106 48\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z48_nside4096_seed0.fits 0.77876106 1847949660.0 2.4223774079405806e-22\n",
      "Got lens 0.77876106\n",
      "[-0.00027866 -0.00257407 -0.00257407 ... -0.00257407 -0.00257407\n",
      " -0.00257407]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z49_nside4096_seed0.fits 49 0.79785331 49\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z49_nside4096_seed0.fits 0.79785331 1847949660.0 2.341418741075875e-22\n",
      "Got lens 0.79785331\n",
      "[ 0.00097077 -0.00308287 -0.00308287 ... -0.00308287 -0.00308287\n",
      " -0.00308287]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z50_nside4096_seed0.fits 50 0.82395644 50\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z50_nside4096_seed0.fits 0.82395644 1847949660.0 2.235390701187874e-22\n",
      "Got lens 0.82395644\n",
      "[ 0.001607   -0.00309571 -0.00309571 ... -0.00309571 -0.00309571\n",
      " -0.00309571]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z51_nside4096_seed0.fits 51 0.8440367 51\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z51_nside4096_seed0.fits 0.8440367 1847949660.0 2.1572070055708767e-22\n",
      "Got lens 0.8440367\n",
      "[-0.00131792 -0.0026871  -0.0026871  ... -0.0026871  -0.0026871\n",
      " -0.0026871 ]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z52_nside4096_seed0.fits 52 0.86456401 52\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z52_nside4096_seed0.fits 0.86456401 1847949660.0 2.080086907687945e-22\n",
      "Got lens 0.86456401\n",
      "[-0.00213171 -0.00272055 -0.00272055 ... -0.00272055 -0.00272055\n",
      " -0.00272055]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z53_nside4096_seed0.fits 53 0.88555347 53\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z53_nside4096_seed0.fits 0.88555347 1847949660.0 2.0039585195262443e-22\n",
      "Got lens 0.88555347\n",
      "[ 8.25116944e-05 -3.23163380e-03 -3.23163380e-03 ... -3.23163380e-03\n",
      " -3.23163380e-03 -3.23163380e-03]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z54_nside4096_seed0.fits 54 0.91428571 54\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z54_nside4096_seed0.fits 0.91428571 1847949660.0 1.9038763895783561e-22\n",
      "Got lens 0.91428571\n",
      "[-0.0012367  -0.00327905 -0.00327905 ... -0.00327905 -0.00327905\n",
      " -0.00327905]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z55_nside4096_seed0.fits 55 0.93641618 55\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z55_nside4096_seed0.fits 0.93641618 1847949660.0 1.829794056551887e-22\n",
      "Got lens 0.93641618\n",
      "[ 0.00205343 -0.00283742 -0.00283742 ... -0.00283742 -0.00283742\n",
      " -0.00283742]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z56_nside4096_seed0.fits 56 0.95906433 56\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z56_nside4096_seed0.fits 0.95906433 1847949660.0 1.7564780679528296e-22\n",
      "Got lens 0.95906433\n",
      "[ 0.00274432 -0.00282987 -0.00282987 ... -0.00282987 -0.00282987\n",
      " -0.00282987]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z57_nside4096_seed0.fits 57 0.98224852 57\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z57_nside4096_seed0.fits 0.98224852 1847949660.0 1.683864365395422e-22\n",
      "Got lens 0.98224852\n",
      "[-0.00094744 -0.00282403 -0.00282403 ... -0.00282403 -0.00282403\n",
      " -0.00282403]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z58_nside4096_seed0.fits 58 1.00598802 58\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z58_nside4096_seed0.fits 1.00598802 1847949660.0 1.6118900545295907e-22\n",
      "Got lens 1.00598802\n",
      "[-0.00069079 -0.00284259 -0.00284259 ... -0.00284259 -0.00284259\n",
      " -0.00284259]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z59_nside4096_seed0.fits 59 1.03030303 59\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z59_nside4096_seed0.fits 1.03030303 1847949660.0 1.5404933318223354e-22\n",
      "Got lens 1.03030303\n",
      "[ 0.01132583 -0.00285389 -0.00285389 ... -0.00285389 -0.00285389\n",
      " -0.00285389]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z60_nside4096_seed0.fits 60 1.05521472 60\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z60_nside4096_seed0.fits 1.05521472 1847949660.0 1.4696133512973065e-22\n",
      "Got lens 1.05521472\n",
      "[ 0.00178855 -0.00284463 -0.00284463 ... -0.00284463 -0.00284463\n",
      " -0.00284463]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z61_nside4096_seed0.fits 61 1.08074534 61\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z61_nside4096_seed0.fits 1.08074534 1847949660.0 1.3991899079126688e-22\n",
      "Got lens 1.08074534\n",
      "[-0.00069942 -0.00284662 -0.00284662 ... -0.00284662 -0.00284662\n",
      " -0.00284662]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z62_nside4096_seed0.fits 62 1.10691824 62\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z62_nside4096_seed0.fits 1.10691824 1847949660.0 1.3291633978256013e-22\n",
      "Got lens 1.10691824\n",
      "[-0.00067245 -0.00235969 -0.00235969 ... -0.00235969 -0.00235969\n",
      " -0.00235969]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z63_nside4096_seed0.fits 63 1.12473573 63\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z63_nside4096_seed0.fits 1.12473573 1847949660.0 1.2826703153930537e-22\n",
      "Got lens 1.12473573\n",
      "[ 0.00010074 -0.00235688 -0.00235688 ... -0.00235688 -0.00235688\n",
      " -0.00235688]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z64_nside4096_seed0.fits 64 1.15203426 64\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z64_nside4096_seed0.fits 1.15203426 1847949660.0 1.2131738267874285e-22\n",
      "Got lens 1.15203426\n",
      "[-0.00064396 -0.00278767 -0.00278767 ... -0.00278767 -0.00278767\n",
      " -0.00278767]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z65_nside4096_seed0.fits 65 1.18004338 65\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z65_nside4096_seed0.fits 1.18004338 1847949660.0 1.1439166584663247e-22\n",
      "Got lens 1.18004338\n",
      "[-0.000656   -0.00272506 -0.00272506 ... -0.00272506 -0.00272506\n",
      " -0.00272506]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z66_nside4096_seed0.fits 66 1.20879121 66\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z66_nside4096_seed0.fits 1.20879121 1847949660.0 1.0748397093698049e-22\n",
      "Got lens 1.20879121\n",
      "[-0.00186497 -0.00267849 -0.00267849 ... -0.00267849 -0.00267849\n",
      " -0.00267849]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z67_nside4096_seed0.fits 67 1.23830735 67\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z67_nside4096_seed0.fits 1.23830735 1847949660.0 1.0058836767191949e-22\n",
      "Got lens 1.23830735\n",
      "[-0.00219721 -0.00219721 -0.00219721 ... -0.00219721 -0.00219721\n",
      " -0.00219721]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z68_nside4096_seed0.fits 68 1.25842697 68\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z68_nside4096_seed0.fits 1.25842697 1847949660.0 9.599506541713144e-23\n",
      "Got lens 1.25842697\n",
      "[-0.00262405 -0.00262405 -0.00262405 ... -0.00262405 -0.00262405\n",
      " -0.00262405]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z69_nside4096_seed0.fits 69 1.29977117 69\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z69_nside4096_seed0.fits 1.29977117 1847949660.0 8.680946107474117e-23\n",
      "Got lens 1.29977117\n",
      "[-0.00247849 -0.00247849 -0.00247849 ... -0.00247849 -0.00247849\n",
      " -0.00247849]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z70_nside4096_seed0.fits 70 1.32101617 70\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z70_nside4096_seed0.fits 1.32101617 1847949660.0 8.221354071156894e-23\n",
      "Got lens 1.32101617\n",
      "[-0.00161921 -0.00161921 -0.00161921 ... -0.00161921 -0.00161921\n",
      " -0.00161921]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z71_nside4096_seed0.fits 71 1.34265734 71\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z71_nside4096_seed0.fits 1.34265734 1847949660.0 7.761640575832023e-23\n",
      "Got lens 1.34265734\n",
      "[-0.00197952 -0.00197952 -0.00197952 ... -0.00197952 -0.00197952\n",
      " -0.00197952]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z72_nside4096_seed0.fits 72 1.37588652 72\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z72_nside4096_seed0.fits 1.37588652 1847949660.0 7.097852325434586e-23\n",
      "Got lens 1.37588652\n",
      "[-0.00186483 -0.00186483 -0.00186483 ... -0.00186483 -0.00186483\n",
      " -0.00186483]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z73_nside4096_seed0.fits 73 1.39856802 73\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z73_nside4096_seed0.fits 1.39856802 1847949660.0 6.679818193073649e-23\n",
      "Got lens 1.39856802\n",
      "[-0.00064423 -0.00182657 -0.00182657 ... -0.00182657 -0.00182657\n",
      " -0.00182657]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z74_nside4096_seed0.fits 74 1.43341404 74\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z74_nside4096_seed0.fits 1.43341404 1847949660.0 6.087849841133166e-23\n",
      "Got lens 1.43341404\n",
      "[ 0.0006411  -0.00172807 -0.00172807 ... -0.00172807 -0.00172807\n",
      " -0.00172807]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z75_nside4096_seed0.fits 75 1.45721271 75\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z75_nside4096_seed0.fits 1.45721271 1847949660.0 5.715524949025511e-23\n",
      "Got lens 1.45721271\n",
      "[-0.00090146 -0.00167809 -0.00167809 ... -0.00167809 -0.00167809\n",
      " -0.00167809]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z76_nside4096_seed0.fits 76 1.49379653 76\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z76_nside4096_seed0.fits 1.49379653 1847949660.0 5.1888000242143064e-23\n",
      "Got lens 1.49379653\n",
      "[-0.00045145 -0.00223109 -0.00223109 ... -0.00223109 -0.00223109\n",
      " -0.00223109]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z77_nside4096_seed0.fits 77 1.5443038 77\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z77_nside4096_seed0.fits 1.5443038 1847949660.0 4.542587489350632e-23\n",
      "Got lens 1.5443038\n",
      "[ 5.52019865e-05 -2.65336917e-03 -2.65336917e-03 ... -2.65336917e-03\n",
      " -2.65336917e-03 -2.65336917e-03]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z78_nside4096_seed0.fits 78 1.61038961 78\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z78_nside4096_seed0.fits 1.61038961 1847949660.0 3.818088726839051e-23\n",
      "Got lens 1.61038961\n",
      "[-0.00061091 -0.00265425 -0.00265425 ... -0.00265425 -0.00265425\n",
      " -0.00265425]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z79_nside4096_seed0.fits 79 1.68 79\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z79_nside4096_seed0.fits 1.68 1847949660.0 3.178307867331276e-23\n",
      "Got lens 1.68\n",
      "[ 4.56278286e-07 -2.12573420e-03 -2.12573420e-03 ... -2.12573420e-03\n",
      " -2.12573420e-03 -2.12573420e-03]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z80_nside4096_seed0.fits 80 1.73841962 80\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z80_nside4096_seed0.fits 1.73841962 1847949660.0 2.7221688015237647e-23\n",
      "Got lens 1.73841962\n",
      "[-0.0004793  -0.00172118 -0.00172118 ... -0.00172118 -0.00172118\n",
      " -0.00172118]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z81_nside4096_seed0.fits 81 1.7994429 81\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z81_nside4096_seed0.fits 1.7994429 1847949660.0 2.311722326105723e-23\n",
      "Got lens 1.7994429\n",
      "[ 0.00025371 -0.00174258 -0.00174258 ... -0.00174258 -0.00174258\n",
      " -0.00174258]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z82_nside4096_seed0.fits 82 1.87965616 82\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z82_nside4096_seed0.fits 1.87965616 1847949660.0 1.8578892163504925e-23\n",
      "Got lens 1.87965616\n",
      "[-0.00037383 -0.00146944 -0.00146944 ... -0.00146944 -0.00146944\n",
      " -0.00146944]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z83_nside4096_seed0.fits 83 1.94721408 83\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z83_nside4096_seed0.fits 1.94721408 1847949660.0 1.5386419891384263e-23\n",
      "Got lens 1.94721408\n",
      "[-0.00013913 -0.00116569 -0.00116569 ... -0.00116569 -0.00116569\n",
      " -0.00116569]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z84_nside4096_seed0.fits 84 2.01801802 84\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z84_nside4096_seed0.fits 2.01801802 1847949660.0 1.255493629501524e-23\n",
      "Got lens 2.01801802\n",
      "[-0.00024147 -0.00099306 -0.00099306 ... -0.00099306 -0.00099306\n",
      " -0.00099306]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z85_nside4096_seed0.fits 85 2.09230769 85\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z85_nside4096_seed0.fits 2.09230769 1847949660.0 1.006087956595394e-23\n",
      "Got lens 2.09230769\n",
      "[-0.00074732 -0.00079859 -0.00079859 ... -0.00079859 -0.00079859\n",
      " -0.00079859]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z86_nside4096_seed0.fits 86 2.170347 86\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z86_nside4096_seed0.fits 2.170347 1847949660.0 7.882787914257035e-24\n",
      "Got lens 2.170347\n",
      "[ 0.00039684 -0.00062424 -0.00062424 ... -0.00062424 -0.00062424\n",
      " -0.00062424]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z87_nside4096_seed0.fits 87 2.25242718 87\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z87_nside4096_seed0.fits 2.25242718 1847949660.0 6.002067367996723e-24\n",
      "Got lens 2.25242718\n",
      "[ 0.00012682 -0.00047483 -0.00047483 ... -0.00047483 -0.00047483\n",
      " -0.00047483]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z88_nside4096_seed0.fits 88 2.31683168 88\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z88_nside4096_seed0.fits 2.31683168 1847949660.0 4.7763732038412496e-24\n",
      "Got lens 2.31683168\n",
      "[-0.00012738 -0.00037759 -0.00037759 ... -0.00037759 -0.00037759\n",
      " -0.00037759]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z89_nside4096_seed0.fits 89 2.40677966 89\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z89_nside4096_seed0.fits 2.40677966 1847949660.0 3.376622781906027e-24\n",
      "Got lens 2.40677966\n",
      "[-0.00019527 -0.00026741 -0.00026741 ... -0.00026741 -0.00026741\n",
      " -0.00026741]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z90_nside4096_seed0.fits 90 2.47750865 90\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z90_nside4096_seed0.fits 2.47750865 1847949660.0 2.4956569475106466e-24\n",
      "Got lens 2.47750865\n",
      "[ 2.28871569e-05 -1.97682564e-04 -1.97682564e-04 ... -1.97682564e-04\n",
      " -1.97682564e-04 -1.97682564e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z91_nside4096_seed0.fits 91 2.57651246 91\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z91_nside4096_seed0.fits 2.57651246 1847949660.0 1.5367483466869777e-24\n",
      "Got lens 2.57651246\n",
      "[ 7.18174248e-05 -1.21517736e-04 -1.21517736e-04 ... -1.21517736e-04\n",
      " -1.21517736e-04 -1.21517736e-04]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z92_nside4096_seed0.fits 92 2.65454545 92\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z92_nside4096_seed0.fits 2.65454545 1847949660.0 9.740216557890769e-25\n",
      "Got lens 2.65454545\n",
      "[ 3.37695845e-06 -7.70487691e-05 -7.70487691e-05 ... -7.70487691e-05\n",
      " -7.70487691e-05 -7.70487691e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z93_nside4096_seed0.fits 93 2.73605948 93\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z93_nside4096_seed0.fits 2.73605948 1847949660.0 5.415848135090501e-25\n",
      "Got lens 2.73605948\n",
      "[-3.09986611e-06 -4.28967813e-05 -4.28967813e-05 ... -4.28967813e-05\n",
      " -4.28967813e-05 -4.28967813e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z94_nside4096_seed0.fits 94 2.85057471 94\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z94_nside4096_seed0.fits 2.85057471 1847949660.0 1.6273324169559766e-25\n",
      "Got lens 2.85057471\n",
      "[-1.38808129e-06 -1.28660330e-05 -1.28660330e-05 ... -1.28660330e-05\n",
      " -1.28660330e-05 -1.28660330e-05]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z95_nside4096_seed0.fits 95 2.94117647 95\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z95_nside4096_seed0.fits 2.94117647 1847949660.0 2.413857418606521e-26\n",
      "Got lens 2.94117647\n",
      "[-5.48852306e-07 -1.91117957e-06 -1.91117957e-06 ... -1.91117957e-06\n",
      " -1.91117957e-06 -1.91117957e-06]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z96_nside4096_seed0.fits 96 3.03614458 96\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z96_nside4096_seed0.fits 3.03614458 1847949660.0 0.0\n",
      "Got lens 3.03614458\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z97_nside4096_seed0.fits 97 3.10204082 97\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z97_nside4096_seed0.fits 3.10204082 1847949660.0 0.0\n",
      "Got lens 3.10204082\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z98_nside4096_seed0.fits 98 3.20502092 98\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z98_nside4096_seed0.fits 3.20502092 1847949660.0 0.0\n",
      "Got lens 3.20502092\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z99_nside4096_seed0.fits 99 3.31330472 99\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z99_nside4096_seed0.fits 3.31330472 1847949660.0 0.0\n",
      "Got lens 3.31330472\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z100_nside4096_seed0.fits 100 3.42731278 100\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z100_nside4096_seed0.fits 3.42731278 1847949660.0 0.0\n",
      "Got lens 3.42731278\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z101_nside4096_seed0.fits 101 3.54751131 101\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z101_nside4096_seed0.fits 3.54751131 1847949660.0 0.0\n",
      "Got lens 3.54751131\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z102_nside4096_seed0.fits 102 3.63133641 102\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z102_nside4096_seed0.fits 3.63133641 1847949660.0 0.0\n",
      "Got lens 3.63133641\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z103_nside4096_seed0.fits 103 3.76303318 103\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z103_nside4096_seed0.fits 3.76303318 1847949660.0 0.0\n",
      "Got lens 3.76303318\n",
      "[-0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z104_nside4096_seed0.fits 104 3.85507246 104\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z104_nside4096_seed0.fits 3.85507246 1847949660.0 0.0\n",
      "Got lens 3.85507246\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "shells_z106_subsampleauto_groupiso/shell_hacc_z105_nside4096_seed0.fits 105 4.0 105\n",
      "/global/cscratch1/sd/xuod/HOS_sims/L845/HACC150/shells_z106_subsampleauto_groupiso/shell_hacc_z105_nside4096_seed0.fits 4.0 1847949660.0 0.0\n",
      "Got lens 4.0\n",
      "[ 0. -0. -0. ... -0. -0. -0.]\n",
      "Mask already defined!\n",
      "applied mask\n",
      "Saved kappa\n"
     ]
    }
   ],
   "source": [
    "# Mass2Kappa_n(z)\n",
    "nside = 4096\n",
    "npix = 12 * nside**2\n",
    "noct = npix / 8 - nside\n",
    "\n",
    "#nshells=19\n",
    "seed=0\n",
    "IC=150\n",
    "path = '/global/cscratch1/sd/xuod/HOS_sims/L845/HACC'+str(IC)+'/'\n",
    "\n",
    "\n",
    "#input_dir = input.baseDirectory\n",
    "#mapsNames = sorted(directory_contents)[58:1:-1] # use this one when there is a README file in the directory.\n",
    "#mapsNames = sorted(directory_contents)[57:0:-1]\n",
    "\n",
    "#mapsNames = np.array(mapsNames)\n",
    "#print(\"Found these maps in the directory:\", mapsNames)\n",
    "#print(\"Found a total of \",np.shape(mapsNames), \"Maps\")\n",
    "#print(\"*****\")\n",
    "\n",
    "\n",
    "# Start loop over source redshifts\n",
    "\n",
    "for tomo in range(1,6):\n",
    "    \n",
    "    print(\"Working on tomo\", tomo)\n",
    "    # Initialise kappa maps:\n",
    "    kpmap = np.zeros(npix)\n",
    "    zid=0\n",
    "\n",
    "    for lens in range(0,nshells):\n",
    "        zl=zlens_exact[zid]\n",
    "        \n",
    "        filename= 'shells_z'+str(nshells)+'_subsampleauto_groupiso/shell_hacc_z'+str(lens)+'_nside4096_seed'+str(seed)+'.fits'\n",
    "        print(filename, lens, zl, zid)\n",
    "\n",
    "        kappa_z = kappa_sl_ms(path+filename,\"./Euclid_dndz_fu08_bin1-5.dat\",zl,tomo)\n",
    "        kpmap = kpmap + kappa_z\n",
    "        print(\"Got lens \" +str(zl))\n",
    "        print(kappa_z)\n",
    "        zid+=1\n",
    "        #hp.cartview(kpmap,\n",
    "        #        cbar=True, lonra=lonra, latra=latra,\n",
    "        #        nest=False,\n",
    "        #        title=\" \",\n",
    "        #        # min=-10, max=0,\n",
    "        #        cmap=pl.cm.coolwarm,\n",
    "        #        norm=None, unit='kappa')\n",
    "        #pl.show()\n",
    "\n",
    "    #Map already in ring format, no need to re-order\n",
    "\n",
    "    #Apply mask\n",
    "    if 'hpmap_weight' in locals():\n",
    "        print(\"Mask already defined!\")\n",
    "    else:\n",
    "        print(\"Reading in weight map for Mira Titan (Comment if already on disk...)\")\n",
    "        #hpmap_weight = hp.fitsfunc.read_map('../../FullSky_weight.fits', field=0,nest=False, partial=False, hdu=1, h=False, verbose=True, memmap=True)\n",
    "        hpmap_weight = hp.fitsfunc.read_map('../../FullSky_weight_4096.fits', field=0,nest=False, partial=False, hdu=1, h=False, verbose=True, memmap=True)\n",
    "\n",
    "    # show mask:\n",
    "    #hp.mollview(hpmap_weight,\n",
    "    #            unit=None, cmap=pl.cm.coolwarm,\n",
    "    #            cbar=True, title='weight', norm=None\n",
    "    #            , nest=False\n",
    "    #            )\n",
    "    #pl.show()\n",
    "\n",
    "    kpmap *= hpmap_weight\n",
    "    print(\"applied mask\")\n",
    "\n",
    "    # show kappa:\n",
    "    #np.max(kpmap_ring)\n",
    "    #hp.mollview(kpmap,\n",
    "    #            unit='kappa', cmap=pl.cm.coolwarm,\n",
    "    #            cbar=True, title='', norm=None\n",
    "    #            , nest=False\n",
    "    #            )\n",
    "    #pl.show()\n",
    "\n",
    "    #lonra = [0, 20]\n",
    "    #latra = [0, 10]\n",
    "\n",
    "    #hp.cartview(kpmap,\n",
    "    #            cbar=True, lonra=lonra, latra=latra,\n",
    "    #            nest=False,\n",
    "    #            title=\" \",\n",
    "    #            # min=-10, max=0,\n",
    "    #            cmap=pl.cm.coolwarm,\n",
    "    #            norm=None, unit='kappa')\n",
    "    #pl.show()\n",
    "    \n",
    "    # save to file, in .npy format:\n",
    "    #fname = input.kappaDir+\"kappa_tomo\"+np.str(tomo)\n",
    "    fname = \"../../../HACC-Y1/kappa/V0/IC\"+str(IC)+\"/seed\"+str(seed)+\"/kappa_tomo\"+np.str(tomo)+\"_\"+np.str(nshells)\n",
    "\n",
    "    np.save(fname, kpmap)\n",
    "    print(\"Saved kappa\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "a5d6bcb1-43c2-47ac-8299-55b2c6f3fd2b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Loading convergence map and computing C_ell's: tomo=1\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_8258/1437449960.py:4: DeprecationWarning: `np.str` is a deprecated alias for the builtin `str`. To silence this warning, use `str` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.str_` here.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  print( \"\\nLoading convergence map and computing C_ell's: tomo=\"+np.str(tomo))\n",
      "/tmp/ipykernel_8258/1437449960.py:5: DeprecationWarning: `np.str` is a deprecated alias for the builtin `str`. To silence this warning, use `str` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.str_` here.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  fname = \"../../../HACC-Y1/kappa/V0/IC\"+str(IC)+\"/seed\"+str(seed)+\"/kappa_tomo\"+np.str(tomo)+\"_\"+str(nshells)+\".npy\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: tomo=2\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_8258/1437449960.py:13: DeprecationWarning: `np.str` is a deprecated alias for the builtin `str`. To silence this warning, use `str` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.str_` here.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  fname = \"../../../HACC-Y1/kappa/V0/IC\"+str(IC)+\"/seed\"+str(seed)+\"/Cl_tomo\"+np.str(tomo)+\"_\"+str(nshells)+\".dat\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: tomo=3\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: tomo=4\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n",
      "\n",
      "Loading convergence map and computing C_ell's: tomo=5\n",
      "loaded kappa\n",
      "Got C_ell\n",
      "Saved C_ell\n"
     ]
    }
   ],
   "source": [
    "# Compute C_ell:\n",
    "for tomo in range(1,6):\n",
    "\n",
    "    print( \"\\nLoading convergence map and computing C_ell's: tomo=\"+np.str(tomo))\n",
    "    fname = \"../../../HACC-Y1/kappa/V0/IC\"+str(IC)+\"/seed\"+str(seed)+\"/kappa_tomo\"+np.str(tomo)+\"_\"+str(nshells)+\".npy\"\n",
    "    kpmap_ring = np.load(fname)\n",
    "    print(\"loaded kappa\")\n",
    "\n",
    "    # Compute C_ell:\n",
    "    Cl = hp.sphtfunc.anafast(kpmap_ring, map2=None, nspec=None, lmax=5000, mmax=None, iter=1, alm=False, pol=False, use_weights=False, datapath=None, gal_cut=0, use_pixel_weights=False)\n",
    "    Cl *= 8.0\n",
    "    print(\"Got C_ell\")\n",
    "    fname = \"../../../HACC-Y1/kappa/V0/IC\"+str(IC)+\"/seed\"+str(seed)+\"/Cl_tomo\"+np.str(tomo)+\"_\"+str(nshells)+\".dat\"\n",
    "    np.savetxt(fname,Cl)\n",
    "    print(\"Saved C_ell\")\n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5b6e546f-6514-4011-aad3-a862b8f95b75",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'kpmap_ring' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[5], line 21\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;66;03m#hpmap_weight = hp.fitsfunc.read_map('../../FullSky_weight.fits', field=0,nest=False, partial=False, hdu=1, h=False, verbose=True, memmap=True)\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \n\u001b[1;32m      3\u001b[0m \u001b[38;5;66;03m#show mask:\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     17\u001b[0m \u001b[38;5;66;03m#pl.show()\u001b[39;00m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;66;03m#print(kpmap)\u001b[39;00m\n\u001b[0;32m---> 21\u001b[0m hp\u001b[38;5;241m.\u001b[39mcartview(\u001b[43mkpmap_ring\u001b[49m,\n\u001b[1;32m     22\u001b[0m             cbar\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, lonra\u001b[38;5;241m=\u001b[39mlonra, latra\u001b[38;5;241m=\u001b[39mlatra,\n\u001b[1;32m     23\u001b[0m             nest\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[1;32m     24\u001b[0m             title\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m \u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m     25\u001b[0m             \u001b[38;5;66;03m# min=-10, max=0,\u001b[39;00m\n\u001b[1;32m     26\u001b[0m             cmap\u001b[38;5;241m=\u001b[39mpl\u001b[38;5;241m.\u001b[39mcm\u001b[38;5;241m.\u001b[39mcoolwarm,\n\u001b[1;32m     27\u001b[0m             norm\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, unit\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mkappa\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m     28\u001b[0m pl\u001b[38;5;241m.\u001b[39mshow()\n\u001b[1;32m     29\u001b[0m \u001b[38;5;28mprint\u001b[39m(kpmap_ring)\n",
      "\u001b[0;31mNameError\u001b[0m: name 'kpmap_ring' is not defined"
     ]
    }
   ],
   "source": [
    "#hpmap_weight = hp.fitsfunc.read_map('../../FullSky_weight.fits', field=0,nest=False, partial=False, hdu=1, h=False, verbose=True, memmap=True)\n",
    "\n",
    "#show mask:\n",
    "#hp.mollview(hpmap_weight,\n",
    "#            unit=None, cmap=pl.cm.coolwarm,\n",
    "#            cbar=True, title='weight', norm=None\n",
    "#            , nest=False\n",
    "#            )\n",
    "#pl.show()\n",
    "#print(hpmap_weight)\n",
    "\n",
    "#hp.mollview(kpmap,\n",
    "#            unit='kappa', cmap=pl.cm.coolwarm,\n",
    "#            cbar=True, title='', norm=None\n",
    "#            , nest=False\n",
    "#            )\n",
    "#pl.show()\n",
    "#print(kpmap)\n",
    "\n",
    "\n",
    "hp.cartview(kpmap_ring,\n",
    "            cbar=True, lonra=lonra, latra=latra,\n",
    "            nest=False,\n",
    "            title=\" \",\n",
    "            # min=-10, max=0,\n",
    "            cmap=pl.cm.coolwarm,\n",
    "            norm=None, unit='kappa')\n",
    "pl.show()\n",
    "print(kpmap_ring)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "aefa351d-717e-4a94-ad7b-02c998722496",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 850x540 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "setting the output map dtype to [dtype('float64')]\n"
     ]
    }
   ],
   "source": [
    "#Construct mask with correct NSIDE & quadrant:\n",
    "#a = healsparse.HealSparseMap.read(os.path.join(path, filename))\n",
    "#mask = a.generate_healpix_map()\n",
    "\n",
    "# turn masked pixels to zero.\n",
    "#mask[mask>-1.0e+30]=1\n",
    "#mask[mask<-1.0e+30]=0\n",
    "\n",
    "#hp.mollview(mask,\n",
    "#            unit=None, cmap=pl.cm.coolwarm,\n",
    "#            cbar=True, title='weight', norm=None\n",
    "#            , nest=False\n",
    "#            )\n",
    "#pl.show()\n",
    "#hp.fitsfunc.write_map('../../FullSky_weight_4096.fits',mask,nest=False,overwrite=True)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "e238b783-50b6-4bc0-a61f-efe70e05d675",
   "metadata": {},
   "outputs": [],
   "source": [
    "#del hpmap_weight"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "2d3b0cca-c0b8-4524-9cc9-9c0f40fcccd5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "*** Working on tomo 1 ***\n",
      "0.018746 2 0.025 0.043675671 141.11194283902205 0.00010406845095241647 density_map_487_dens.bin\n",
      "0.040929 4 0.045 0.057694448 123.3921761241848 0.00020209992099076197 density_map_475_dens.bin\n",
      "0.063221 6 0.065 0.068766169 107.71728966723832 0.00027707844367207054 density_map_464_dens.bin\n",
      "0.089164 9 0.095 0.082640752 91.61479306579602 0.0003386290497717983 density_map_453_dens.bin\n",
      "0.115479 12 0.125 0.094688125 77.17816275020085 0.00037627555652623 density_map_442_dens.bin\n",
      "0.141379 14 0.145 0.10210442 64.6545396724474 0.00039267633430662763 density_map_432_dens.bin\n",
      "0.170235 17 0.175 0.11263836 52.37970798008667 0.00039026793411244253 density_map_421_dens.bin\n",
      "0.198763 20 0.205 0.12271404 41.82450513255839 0.00037036205899014117 density_map_411_dens.bin\n",
      "0.22817 23 0.235 0.13252069 32.43941300056939 0.0003356159671384345 density_map_401_dens.bin\n",
      "0.257155 26 0.265 0.14218409 24.549334652000578 0.00029107666527017394 density_map_392_dens.bin\n",
      "0.287749 29 0.295 0.15178654 17.58005355100367 0.00023723850197137586 density_map_382_dens.bin\n",
      "0.319767 32 0.325 0.16137672 11.66571466696747 0.00017795861121243405 density_map_373_dens.bin\n",
      "0.349655 35 0.355 0.1709744 7.325059788826143 0.00012407715729996187 density_map_365_dens.bin\n",
      "0.383334 38 0.385 0.18057223 3.703415627038983 6.992709424448304e-05 density_map_355_dens.bin\n",
      "0.418124 42 0.425 0.19330665 1.2956016432390454 2.712700953321523e-05 density_map_347_dens.bin\n",
      "0.45316 45 0.455 0.202725 0.1288328742595296 2.970429076639312e-06 density_map_338_dens.bin\n",
      "0.487271 49 0.495 0.0 0.0 0.0 density_map_331_dens.bin\n",
      "0.521051 52 0.525 0.0 0.0 0.0 density_map_323_dens.bin\n",
      "0.558721 56 0.565 0.0 0.0 0.0 density_map_315_dens.bin\n",
      "0.598478 60 0.605 0.0 0.0 0.0 density_map_307_dens.bin\n",
      "0.637283 64 0.645 0.0 0.0 0.0 density_map_300_dens.bin\n",
      "0.675554 68 0.685 0.0 0.0 0.0 density_map_293_dens.bin\n",
      "0.71545 72 0.725 0.0 0.0 0.0 density_map_286_dens.bin\n",
      "0.757548 76 0.765 0.0 0.0 0.0 density_map_279_dens.bin\n",
      "0.801898 80 0.805 0.0 0.0 0.0 density_map_272_dens.bin\n",
      "0.844526 84 0.845 0.0 0.0 0.0 density_map_266_dens.bin\n",
      "0.913068 91 0.915 0.0 0.0 0.0 density_map_259_dens.bin\n",
      "0.932 93 0.935 0.0 0.0 0.0 density_map_253_dens.bin\n",
      "0.982917 98 0.985 0.0 0.0 0.0 density_map_247_dens.bin\n",
      "1.030879 103 1.035 0.0 0.0 0.0 density_map_241_dens.bin\n",
      "1.081381 108 1.085 0.0 0.0 0.0 density_map_235_dens.bin\n",
      "1.129711 113 1.135 0.0 0.0 0.0 density_map_230_dens.bin\n",
      "1.180702 118 1.185 0.0 0.0 0.0 density_map_224_dens.bin\n",
      "1.233806 123 1.235 0.0 0.0 0.0 density_map_219_dens.bin\n",
      "1.290175 129 1.295 0.0 0.0 0.0 density_map_213_dens.bin\n",
      "1.348723 135 1.355 0.0 0.0 0.0 density_map_208_dens.bin\n",
      "1.405039 141 1.415 0.0 0.0 0.0 density_map_203_dens.bin\n",
      "1.463876 146 1.465 0.0 0.0 0.0 density_map_198_dens.bin\n",
      "1.519299 152 1.525 0.0 0.0 0.0 density_map_194_dens.bin\n",
      "1.577538 158 1.585 0.0 0.0 0.0 density_map_189_dens.bin\n",
      "1.645399 165 1.655 0.0 0.0 0.0 density_map_184_dens.bin\n",
      "1.709484 171 1.715 0.0 0.0 0.0 density_map_180_dens.bin\n",
      "1.769094 177 1.775 0.0 0.0 0.0 density_map_176_dens.bin\n",
      "1.83975 184 1.845 0.0 0.0 0.0 density_map_171_dens.bin\n",
      "1.913608 191 1.915 0.0 0.0 0.0 density_map_167_dens.bin\n",
      "1.982815 198 1.985 0.0 0.0 0.0 density_map_163_dens.bin\n",
      "2.055412 206 2.065 0.0 0.0 0.0 density_map_159_dens.bin\n",
      "2.131457 213 2.135 0.0 0.0 0.0 density_map_155_dens.bin\n",
      "2.211496 221 2.215 0.0 0.0 0.0 density_map_151_dens.bin\n",
      "2.284789 228 2.285 0.0 0.0 0.0 density_map_148_dens.bin\n",
      "2.36185 236 2.365 0.0 0.0 0.0 density_map_144_dens.bin\n",
      "2.442258 244 2.445 0.0 0.0 0.0 density_map_141_dens.bin\n",
      "2.527201 253 2.535 0.0 0.0 0.0 density_map_137_dens.bin\n",
      "2.615598 262 2.625 0.0 0.0 0.0 density_map_134_dens.bin\n",
      "2.695359 270 2.705 0.0 0.0 0.0 density_map_131_dens.bin\n",
      "2.793505 279 2.795 0.0 0.0 0.0 density_map_127_dens.bin\n",
      "2.895901 290 2.905 0.0 0.0 0.0 density_map_124_dens.bin\n",
      "*** Working on tomo 2 ***\n",
      "0.018746 2 0.025 0.0 127.5332000088812 9.405428274111171e-05 density_map_487_dens.bin\n",
      "0.040929 4 0.045 0.0 121.8866992764139 0.00019963415078113613 density_map_475_dens.bin\n",
      "0.063221 6 0.065 0.0 116.26473564351349 0.00029906482149306523 density_map_464_dens.bin\n",
      "0.089164 9 0.095 0.0 109.78898175596268 0.00040580497235566084 density_map_453_dens.bin\n",
      "0.115479 12 0.125 0.0 103.29500885779939 0.0005036060144389635 density_map_442_dens.bin\n",
      "0.141379 14 0.145 0.0 96.97778467224407 0.0005889900568034277 density_map_432_dens.bin\n",
      "0.170235 17 0.175 0.0 90.02738767842024 0.0006707712577579531 density_map_421_dens.bin\n",
      "0.198763 20 0.205 0.0 83.24784007102454 0.000737171697727644 density_map_411_dens.bin\n",
      "0.22817 23 0.235 0.0 76.35572529126031 0.0007899711560666389 density_map_401_dens.bin\n",
      "0.257155 26 0.265 0.0 69.65874993751973 0.0008259301902118901 density_map_392_dens.bin\n",
      "0.287749 29 0.295 0.0 62.69405617277028 0.0008460408795562609 density_map_382_dens.bin\n",
      "0.319767 32 0.325 0.0 55.51984090533297 0.0008469462921311732 density_map_373_dens.bin\n",
      "0.349655 35 0.355 0.0 48.92871665286982 0.0008287899686339999 density_map_365_dens.bin\n",
      "0.383334 38 0.385 0.0 41.6237983325052 0.000785931572886299 density_map_355_dens.bin\n",
      "0.418124 42 0.425 0.0 34.21338778565977 0.0007163520527072544 density_map_347_dens.bin\n",
      "0.45316 45 0.455 0.0 26.888907193764663 0.0006199628179257711 density_map_338_dens.bin\n",
      "0.487271 49 0.495 0.21491965 20.0237047785044 0.0005038719895933312 density_map_331_dens.bin\n",
      "0.521051 52 0.525 0.22362556 14.25680188672022 0.0003891004803509914 density_map_323_dens.bin\n",
      "0.558721 56 0.565 0.23434779 9.094170636810553 0.00027021271774232996 density_map_315_dens.bin\n",
      "0.598478 60 0.605 0.24366848 4.999490747500299 0.00016157662378981508 density_map_307_dens.bin\n",
      "0.637283 64 0.645 0.25114205 2.240869660067088 7.823021735830255e-05 density_map_300_dens.bin\n",
      "0.675554 68 0.685 0.2563465 0.6205209064923675 2.3276922642127662e-05 density_map_293_dens.bin\n",
      "0.71545 72 0.725 0.0 0.0 0.0 density_map_286_dens.bin\n",
      "0.757548 76 0.765 0.0 0.0 0.0 density_map_279_dens.bin\n",
      "0.801898 80 0.805 0.0 0.0 0.0 density_map_272_dens.bin\n",
      "0.844526 84 0.845 0.0 0.0 0.0 density_map_266_dens.bin\n",
      "0.913068 91 0.915 0.0 0.0 0.0 density_map_259_dens.bin\n",
      "0.932 93 0.935 0.0 0.0 0.0 density_map_253_dens.bin\n",
      "0.982917 98 0.985 0.0 0.0 0.0 density_map_247_dens.bin\n",
      "1.030879 103 1.035 0.0 0.0 0.0 density_map_241_dens.bin\n",
      "1.081381 108 1.085 0.0 0.0 0.0 density_map_235_dens.bin\n",
      "1.129711 113 1.135 0.0 0.0 0.0 density_map_230_dens.bin\n",
      "1.180702 118 1.185 0.0 0.0 0.0 density_map_224_dens.bin\n",
      "1.233806 123 1.235 0.0 0.0 0.0 density_map_219_dens.bin\n",
      "1.290175 129 1.295 0.0 0.0 0.0 density_map_213_dens.bin\n",
      "1.348723 135 1.355 0.0 0.0 0.0 density_map_208_dens.bin\n",
      "1.405039 141 1.415 0.0 0.0 0.0 density_map_203_dens.bin\n",
      "1.463876 146 1.465 0.0 0.0 0.0 density_map_198_dens.bin\n",
      "1.519299 152 1.525 0.0 0.0 0.0 density_map_194_dens.bin\n",
      "1.577538 158 1.585 0.0 0.0 0.0 density_map_189_dens.bin\n",
      "1.645399 165 1.655 0.0 0.0 0.0 density_map_184_dens.bin\n",
      "1.709484 171 1.715 0.0 0.0 0.0 density_map_180_dens.bin\n",
      "1.769094 177 1.775 0.0 0.0 0.0 density_map_176_dens.bin\n",
      "1.83975 184 1.845 0.0 0.0 0.0 density_map_171_dens.bin\n",
      "1.913608 191 1.915 0.0 0.0 0.0 density_map_167_dens.bin\n",
      "1.982815 198 1.985 0.0 0.0 0.0 density_map_163_dens.bin\n",
      "2.055412 206 2.065 0.0 0.0 0.0 density_map_159_dens.bin\n",
      "2.131457 213 2.135 0.0 0.0 0.0 density_map_155_dens.bin\n",
      "2.211496 221 2.215 0.0 0.0 0.0 density_map_151_dens.bin\n",
      "2.284789 228 2.285 0.0 0.0 0.0 density_map_148_dens.bin\n",
      "2.36185 236 2.365 0.0 0.0 0.0 density_map_144_dens.bin\n",
      "2.442258 244 2.445 0.0 0.0 0.0 density_map_141_dens.bin\n",
      "2.527201 253 2.535 0.0 0.0 0.0 density_map_137_dens.bin\n",
      "2.615598 262 2.625 0.0 0.0 0.0 density_map_134_dens.bin\n",
      "2.695359 270 2.705 0.0 0.0 0.0 density_map_131_dens.bin\n",
      "2.793505 279 2.795 0.0 0.0 0.0 density_map_127_dens.bin\n",
      "2.895901 290 2.905 0.0 0.0 0.0 density_map_124_dens.bin\n",
      "*** Working on tomo 3 ***\n",
      "0.018746 2 0.025 0.0 115.79397044344442 8.539673461534117e-05 density_map_487_dens.bin\n",
      "0.040929 4 0.045 0.0 111.980547167464 0.00018340919534695727 density_map_475_dens.bin\n",
      "0.063221 6 0.065 0.0 108.18369527809034 0.0002782781669585923 density_map_464_dens.bin\n",
      "0.089164 9 0.095 0.0 103.81022721807354 0.00038370613983927654 density_map_453_dens.bin\n",
      "0.115479 12 0.125 0.0 99.42445475884969 0.00048473545771994666 density_map_442_dens.bin\n",
      "0.141379 14 0.145 0.0 95.15805138972146 0.0005779379914973118 density_map_432_dens.bin\n",
      "0.170235 17 0.175 0.0 90.46402814783112 0.0006740245552756036 density_map_421_dens.bin\n",
      "0.198763 20 0.205 0.0 85.88538982445245 0.0007605275833328049 density_map_411_dens.bin\n",
      "0.22817 23 0.235 0.0 81.23072808488027 0.0008404076043881486 density_map_401_dens.bin\n",
      "0.257155 26 0.265 0.0 76.70785579589314 0.0009095100613357932 density_map_392_dens.bin\n",
      "0.287749 29 0.295 0.0 72.00417708035596 0.0009716786730294164 density_map_382_dens.bin\n",
      "0.319767 32 0.325 0.0 67.15899582846484 0.0010244997386998564 density_map_373_dens.bin\n",
      "0.349655 35 0.355 0.0 62.70761118687648 0.0010621868437180055 density_map_365_dens.bin\n",
      "0.383334 38 0.385 0.0 57.774158262335305 0.0010908791819664353 density_map_355_dens.bin\n",
      "0.418124 42 0.425 0.0 52.76946006023953 0.0011048748306138286 density_map_347_dens.bin\n",
      "0.45316 45 0.455 0.0 47.82279555119324 0.0011026240254896273 density_map_338_dens.bin\n",
      "0.487271 49 0.495 0.0 43.09610712480201 0.0010844607169804292 density_map_331_dens.bin\n",
      "0.521051 52 0.525 0.0 38.50137878522485 0.0010507900087649194 density_map_323_dens.bin\n",
      "0.558721 56 0.565 0.0 33.477451267196074 0.0009947067689031204 density_map_315_dens.bin\n",
      "0.598478 60 0.605 0.0 28.287934911245685 0.0009142269178576666 density_map_307_dens.bin\n",
      "0.637283 64 0.645 0.0 23.332611303319485 0.0008145566367928883 density_map_300_dens.bin\n",
      "0.675554 68 0.685 0.0 18.550023518357577 0.0006958467602441195 density_map_293_dens.bin\n",
      "0.71545 72 0.725 0.25893887 13.672848282562194 0.000550591594304301 density_map_286_dens.bin\n",
      "0.757548 76 0.765 0.25870842 9.057818394200643 0.000391534724651874 density_map_279_dens.bin\n",
      "0.801898 80 0.805 0.25561475 5.3704285238199745 0.00024914653380513096 density_map_272_dens.bin\n",
      "0.844526 84 0.845 0.24980037 2.8325661984518757 0.0001401618099086871 density_map_266_dens.bin\n",
      "0.913068 91 0.915 0.23407751 0.5337560574279527 2.911181169811905e-05 density_map_259_dens.bin\n",
      "0.932 93 0.935 0.22856375 0.2322386835620416 1.2995522179086648e-05 density_map_253_dens.bin\n",
      "0.982917 98 0.985 0.0 0.0 0.0 density_map_247_dens.bin\n",
      "1.030879 103 1.035 0.0 0.0 0.0 density_map_241_dens.bin\n",
      "1.081381 108 1.085 0.0 0.0 0.0 density_map_235_dens.bin\n",
      "1.129711 113 1.135 0.0 0.0 0.0 density_map_230_dens.bin\n",
      "1.180702 118 1.185 0.0 0.0 0.0 density_map_224_dens.bin\n",
      "1.233806 123 1.235 0.0 0.0 0.0 density_map_219_dens.bin\n",
      "1.290175 129 1.295 0.0 0.0 0.0 density_map_213_dens.bin\n",
      "1.348723 135 1.355 0.0 0.0 0.0 density_map_208_dens.bin\n",
      "1.405039 141 1.415 0.0 0.0 0.0 density_map_203_dens.bin\n",
      "1.463876 146 1.465 0.0 0.0 0.0 density_map_198_dens.bin\n",
      "1.519299 152 1.525 0.0 0.0 0.0 density_map_194_dens.bin\n",
      "1.577538 158 1.585 0.0 0.0 0.0 density_map_189_dens.bin\n",
      "1.645399 165 1.655 0.0 0.0 0.0 density_map_184_dens.bin\n",
      "1.709484 171 1.715 0.0 0.0 0.0 density_map_180_dens.bin\n",
      "1.769094 177 1.775 0.0 0.0 0.0 density_map_176_dens.bin\n",
      "1.83975 184 1.845 0.0 0.0 0.0 density_map_171_dens.bin\n",
      "1.913608 191 1.915 0.0 0.0 0.0 density_map_167_dens.bin\n",
      "1.982815 198 1.985 0.0 0.0 0.0 density_map_163_dens.bin\n",
      "2.055412 206 2.065 0.0 0.0 0.0 density_map_159_dens.bin\n",
      "2.131457 213 2.135 0.0 0.0 0.0 density_map_155_dens.bin\n",
      "2.211496 221 2.215 0.0 0.0 0.0 density_map_151_dens.bin\n",
      "2.284789 228 2.285 0.0 0.0 0.0 density_map_148_dens.bin\n",
      "2.36185 236 2.365 0.0 0.0 0.0 density_map_144_dens.bin\n",
      "2.442258 244 2.445 0.0 0.0 0.0 density_map_141_dens.bin\n",
      "2.527201 253 2.535 0.0 0.0 0.0 density_map_137_dens.bin\n",
      "2.615598 262 2.625 0.0 0.0 0.0 density_map_134_dens.bin\n",
      "2.695359 270 2.705 0.0 0.0 0.0 density_map_131_dens.bin\n",
      "2.793505 279 2.795 0.0 0.0 0.0 density_map_127_dens.bin\n",
      "2.895901 290 2.905 0.0 0.0 0.0 density_map_124_dens.bin\n",
      "*** Working on tomo 4 ***\n",
      "0.018746 2 0.025 0.0 95.45726787043182 7.039864804893477e-05 density_map_487_dens.bin\n",
      "0.040929 4 0.045 0.0 92.95797370863454 0.00015225275809277317 density_map_475_dens.bin\n",
      "0.063221 6 0.065 0.0 90.46954033170213 0.00023271249687281816 density_map_464_dens.bin\n",
      "0.089164 9 0.095 0.0 87.60319626282963 0.00032380127831702364 density_map_453_dens.bin\n",
      "0.115479 12 0.125 0.0 84.72878796639117 0.0004130879864170362 density_map_442_dens.bin\n",
      "0.141379 14 0.145 0.0 81.93261343745878 0.0004976139102958275 density_map_432_dens.bin\n",
      "0.170235 17 0.175 0.0 78.8561794738618 0.00058753741557635 density_map_421_dens.bin\n",
      "0.198763 20 0.205 0.0 75.85536807621818 0.0006717102860421745 density_map_411_dens.bin\n",
      "0.22817 23 0.235 0.0 72.80473139915976 0.0007532328140572109 density_map_401_dens.bin\n",
      "0.257155 26 0.265 0.0 69.84046871748457 0.0008280847942872725 density_map_392_dens.bin\n",
      "0.287749 29 0.295 0.0 66.75770661584248 0.0009008788435506725 density_map_382_dens.bin\n",
      "0.319767 32 0.325 0.0 63.58220462214163 0.0009699363609861454 density_map_373_dens.bin\n",
      "0.349655 35 0.355 0.0 60.66479450490893 0.00102758413819878 density_map_365_dens.bin\n",
      "0.383334 38 0.385 0.0 57.43143979984084 0.0010844080459558828 density_map_355_dens.bin\n",
      "0.418124 42 0.425 0.0 54.151391378035484 0.0011338093910381107 density_map_347_dens.bin\n",
      "0.45316 45 0.455 0.0 50.90937788173649 0.001173789665119907 density_map_338_dens.bin\n",
      "0.487271 49 0.495 0.0 47.811535357114764 0.0012031186891929748 density_map_331_dens.bin\n",
      "0.521051 52 0.525 0.0 44.80017866181129 0.001222698552987411 density_map_323_dens.bin\n",
      "0.558721 56 0.565 0.0 41.50752746460741 0.0012333023263910873 density_map_315_dens.bin\n",
      "0.598478 60 0.605 0.0 38.106350361432646 0.0012315445206955487 density_map_307_dens.bin\n",
      "0.637283 64 0.645 0.0 34.85866174498285 0.0012169385545823812 density_map_300_dens.bin\n",
      "0.675554 68 0.685 0.0 31.724183124545622 0.0011900346124499566 density_map_293_dens.bin\n",
      "0.71545 72 0.725 0.0 28.527712470562996 0.001148781758300807 density_map_286_dens.bin\n",
      "0.757548 76 0.765 0.0 25.231916633611075 0.0010906789142411143 density_map_279_dens.bin\n",
      "0.801898 80 0.805 0.0 21.843518336467476 0.0010133710662940992 density_map_272_dens.bin\n",
      "0.844526 84 0.845 0.0 18.6656693506439 0.0009236197200874723 density_map_266_dens.bin\n",
      "0.913068 91 0.915 0.0 13.713348383686347 0.0007479454524981565 density_map_259_dens.bin\n",
      "0.932 93 0.935 0.0 12.37876075044883 0.0006926858928697368 density_map_253_dens.bin\n",
      "0.982917 98 0.985 0.21344158 8.882681458796654 0.0005312274739154349 density_map_247_dens.bin\n",
      "1.030879 103 1.035 0.19718095 6.158396821229708 0.0003909226419049232 density_map_241_dens.bin\n",
      "1.081381 108 1.085 0.18062753 3.9762933722896316 0.0002679807025941537 density_map_235_dens.bin\n",
      "1.129711 113 1.135 0.16443468 2.4376608752082127 0.00017353099401391336 density_map_230_dens.bin\n",
      "1.180702 118 1.185 0.14905278 1.2940105328232383 9.735407194928377e-05 density_map_224_dens.bin\n",
      "1.233806 123 1.235 0.13475287 0.5306442541648029 4.218400169487126e-05 density_map_219_dens.bin\n",
      "1.290175 129 1.295 0.11919733 0.107932460096932 9.073776214279575e-06 density_map_213_dens.bin\n",
      "1.348723 135 1.355 0.0 0.0 0.0 density_map_208_dens.bin\n",
      "1.405039 141 1.415 0.0 0.0 0.0 density_map_203_dens.bin\n",
      "1.463876 146 1.465 0.0 0.0 0.0 density_map_198_dens.bin\n",
      "1.519299 152 1.525 0.0 0.0 0.0 density_map_194_dens.bin\n",
      "1.577538 158 1.585 0.0 0.0 0.0 density_map_189_dens.bin\n",
      "1.645399 165 1.655 0.0 0.0 0.0 density_map_184_dens.bin\n",
      "1.709484 171 1.715 0.0 0.0 0.0 density_map_180_dens.bin\n",
      "1.769094 177 1.775 0.0 0.0 0.0 density_map_176_dens.bin\n",
      "1.83975 184 1.845 0.0 0.0 0.0 density_map_171_dens.bin\n",
      "1.913608 191 1.915 0.0 0.0 0.0 density_map_167_dens.bin\n",
      "1.982815 198 1.985 0.0 0.0 0.0 density_map_163_dens.bin\n",
      "2.055412 206 2.065 0.0 0.0 0.0 density_map_159_dens.bin\n",
      "2.131457 213 2.135 0.0 0.0 0.0 density_map_155_dens.bin\n",
      "2.211496 221 2.215 0.0 0.0 0.0 density_map_151_dens.bin\n",
      "2.284789 228 2.285 0.0 0.0 0.0 density_map_148_dens.bin\n",
      "2.36185 236 2.365 0.0 0.0 0.0 density_map_144_dens.bin\n",
      "2.442258 244 2.445 0.0 0.0 0.0 density_map_141_dens.bin\n",
      "2.527201 253 2.535 0.0 0.0 0.0 density_map_137_dens.bin\n",
      "2.615598 262 2.625 0.0 0.0 0.0 density_map_134_dens.bin\n",
      "2.695359 270 2.705 0.0 0.0 0.0 density_map_131_dens.bin\n",
      "2.793505 279 2.795 0.0 0.0 0.0 density_map_127_dens.bin\n",
      "2.895901 290 2.905 0.0 0.0 0.0 density_map_124_dens.bin\n",
      "*** Working on tomo 5 ***\n",
      "0.018746 2 0.025 0.0 68.1333743957127 5.024758775812201e-05 density_map_487_dens.bin\n",
      "0.040929 4 0.045 0.0 66.7949317389931 0.00010940118612907742 density_map_475_dens.bin\n",
      "0.063221 6 0.065 0.0 65.46230533950747 0.00016838702253546624 density_map_464_dens.bin\n",
      "0.089164 9 0.095 0.0 63.92729708427459 0.00023628978619839733 density_map_453_dens.bin\n",
      "0.115479 12 0.125 0.0 62.38797020727538 0.00030416723298098085 density_map_442_dens.bin\n",
      "0.141379 14 0.145 0.0 60.89053972375659 0.0003698158559911025 density_map_432_dens.bin\n",
      "0.170235 17 0.175 0.0 59.243022392504066 0.0004414047510247589 density_map_421_dens.bin\n",
      "0.198763 20 0.205 0.0 57.636003082504836 0.0005103751665666839 density_map_411_dens.bin\n",
      "0.22817 23 0.235 0.0 56.0023009272563 0.0005793960077930162 density_map_401_dens.bin\n",
      "0.257155 26 0.265 0.0 54.41485448756913 0.0006451862997481538 density_map_392_dens.bin\n",
      "0.287749 29 0.295 0.0 52.76394825955267 0.0007120365138180601 density_map_382_dens.bin\n",
      "0.319767 32 0.325 0.0 51.06337719839711 0.0007789636511318558 density_map_373_dens.bin\n",
      "0.349655 35 0.355 0.0 49.50102163107902 0.0008384840840203528 density_map_365_dens.bin\n",
      "0.383334 38 0.385 0.0 47.76946880799878 0.0009019727958583412 density_map_355_dens.bin\n",
      "0.418124 42 0.425 0.0 46.01291017998478 0.0009634077415824373 density_map_347_dens.bin\n",
      "0.45316 45 0.455 0.0 44.27672032949239 0.001020864109730306 density_map_338_dens.bin\n",
      "0.487271 49 0.495 0.0 42.61773810877939 0.0010724231469837983 density_map_331_dens.bin\n",
      "0.521051 52 0.525 0.0 41.00507149386042 0.0011191214650986712 density_map_323_dens.bin\n",
      "0.558721 56 0.565 0.0 39.241763723450795 0.0011659802799164152 density_map_315_dens.bin\n",
      "0.598478 60 0.605 0.0 37.42033726332038 0.001209373526514993 density_map_307_dens.bin\n",
      "0.637283 64 0.645 0.0 35.6811082256015 0.001245650696163361 density_map_300_dens.bin\n",
      "0.675554 68 0.685 0.0 34.00250634019887 0.0012754988614215204 density_map_293_dens.bin\n",
      "0.71545 72 0.725 0.0 32.29070596886276 0.0013003136517855003 density_map_286_dens.bin\n",
      "0.757548 76 0.765 0.0 30.52571415499677 0.001319509463131959 density_map_279_dens.bin\n",
      "0.801898 80 0.805 0.0 28.711131106640543 0.0013319754215360181 density_map_272_dens.bin\n",
      "0.844526 84 0.845 0.0 27.009303164874506 0.0013364816744725263 density_map_266_dens.bin\n",
      "0.913068 91 0.915 0.0 24.357195328485904 0.001328475947072319 density_map_259_dens.bin\n",
      "0.932 93 0.935 0.0 23.642485933825853 0.0013229770579529588 density_map_253_dens.bin\n",
      "0.982917 98 0.985 0.0 21.757473129786618 0.001301202518984092 density_map_247_dens.bin\n",
      "1.030879 103 1.035 0.0 20.030166167487412 0.0012714746553836467 density_map_241_dens.bin\n",
      "1.081381 108 1.085 0.0 18.26036938661233 0.0012306502965688903 density_map_235_dens.bin\n",
      "1.129711 113 1.135 0.0 16.61219010132296 0.0011825803541210124 density_map_230_dens.bin\n",
      "1.180702 118 1.185 0.0 14.91985769981967 0.00112248614917552 density_map_224_dens.bin\n",
      "1.233806 123 1.235 0.0 13.20646163562962 0.001049858536388924 density_map_219_dens.bin\n",
      "1.290175 129 1.295 0.0 11.440440232995188 0.0009617866059368138 density_map_213_dens.bin\n",
      "1.348723 135 1.355 0.10542372 9.664319966325396 0.0008588728433955486 density_map_208_dens.bin\n",
      "1.405039 141 1.415 0.093348544 8.157052346412252 0.0007629774816041584 density_map_203_dens.bin\n",
      "1.463876 146 1.465 0.08447781 6.8443130956079985 0.0006738707072639671 density_map_198_dens.bin\n",
      "1.519299 152 1.525 0.075114677 5.807903377467298 0.0005989937410100605 density_map_194_dens.bin\n",
      "1.577538 158 1.585 0.066985037 4.890448681424013 0.0005286117425322998 density_map_189_dens.bin\n",
      "1.645399 165 1.655 0.058840063 4.003514025569952 0.00045606847969506813 density_map_184_dens.bin\n",
      "1.709484 171 1.715 0.052837947 3.3131235335553932 0.0003958099928427433 density_map_180_dens.bin\n",
      "1.769094 177 1.775 0.04760366 2.7752441575110165 0.00034598959360440456 density_map_176_dens.bin\n",
      "1.83975 184 1.845 0.042320798 2.244792959553513 0.0002938079671240261 density_map_171_dens.bin\n",
      "1.913608 191 1.915 0.03778496 1.7916781252277831 0.0002462349817147736 density_map_167_dens.bin\n",
      "1.982815 198 1.985 0.033873688 1.4437709656055615 0.00020734715589878475 density_map_163_dens.bin\n",
      "2.055412 206 2.065 0.030039915 1.143722664817338 0.00017172558830243413 density_map_159_dens.bin\n",
      "2.131457 213 2.135 0.027150163 0.8880555409202703 0.00013945643965437897 density_map_155_dens.bin\n",
      "2.211496 221 2.215 0.024289505 0.6716331000628534 0.0001103747409747908 density_map_151_dens.bin\n",
      "2.284789 228 2.285 0.022112228 0.5122924687221463 8.76369104818998e-05 density_map_148_dens.bin\n",
      "2.36185 236 2.365 0.019936747 0.3778460652235922 6.732739363004593e-05 density_map_144_dens.bin\n",
      "2.442258 244 2.445 0.018043162 0.2672957494349801 4.962633431234195e-05 density_map_141_dens.bin\n",
      "2.527201 253 2.535 0.016194959 0.17767051454277033 3.4397613017827394e-05 density_map_137_dens.bin\n",
      "2.615598 262 2.625 0.014596518 0.10862617118965669 2.193365936890281e-05 density_map_134_dens.bin\n",
      "2.695359 270 2.705 0.013351941 0.06375190254930048 1.3353692605971623e-05 density_map_131_dens.bin\n",
      "2.793505 279 2.795 0.012119489 0.027036422699558818 5.915546887927492e-06 density_map_127_dens.bin\n",
      "2.895901 290 2.905 0.010815889 0.006335235120381487 1.4482196636567515e-06 density_map_124_dens.bin\n"
     ]
    }
   ],
   "source": [
    "# Mass2Kappa_n(z) using SimulLens code:\n",
    "nside = 8192\n",
    "npix = 12 * nside**2\n",
    "noct = npix / 8 - nside\n",
    "zs=57\n",
    "\n",
    "input_dir = input.baseDirectory\n",
    "mapsNames = sorted(directory_contents)[58:1:-1] # use this one when there is a README file in the directory.\n",
    "#mapsNames = sorted(directory_contents)[57:0:-1]\n",
    "\n",
    "mapsNames = np.array(mapsNames)\n",
    "#print(\"Found these maps in the directory:\", mapsNames)\n",
    "#print(\"For a total of \",np.shape(mapsNames), \"Maps\")\n",
    "#print(\"*****\")\n",
    "nl = np.shape(mapsNames)[0]\n",
    "Norm = 1.0\n",
    "\n",
    "for tomo in range(1,6):\n",
    "\n",
    "    print('*** Working on tomo' , tomo, '***')\n",
    "    \n",
    "    #----\n",
    "    # Read the n(z) files\n",
    "    zs,Nz = np.loadtxt(\"./Euclid_dndz_fu08_bin1-5.dat\",comments='#',usecols=(0,tomo),unpack=True)\n",
    "    #Nz_normal = Nz/total_area(zs,Nz)\n",
    "    nzbins = np.shape(zs)[0]\n",
    "\n",
    "    #----\n",
    "    # compute the Jacobian, dchi/dz:\n",
    "    chi_file = np.zeros(nzbins)\n",
    "    for i in range(0,nzbins):\n",
    "        chi_file[i] = ncosmo.comoving_distance(zs[i]).value*ncosmo.h\n",
    "        #print(i,zs[i], chi_file[i])\n",
    "\n",
    "    #----\n",
    "    # compute the dchi:\n",
    "    dchi = np.zeros(nzbins)\n",
    "    for i in range(0,nzbins-1):\n",
    "        dchi[i] = chi_file[i+1]-chi_file[i]\n",
    "\n",
    "    dchi[nzbins-1] = dchi[nzbins-2]\n",
    "\n",
    "\n",
    "    # Initialise kappa maps:\n",
    "    kpmap = np.zeros(npix)\n",
    "\n",
    "    #Loop over the lenses:\n",
    "    zid=0\n",
    "    for filename in mapsNames:\n",
    "        #tmp = filename.split('_')\n",
    "        #zid = int(tmp[4][:-4])\n",
    "        #zl = zl_list[zid]\n",
    "        #zl=dllen[zid, 0]\n",
    "        #zl=zlens_exact[28-zid]\n",
    "        zl=zlens_exact[56-zid]\n",
    "        chi_l = ncosmo.comoving_distance(zl).value*ncosmo.h\n",
    "\n",
    "        zid+=1\n",
    "\n",
    "        #find minimum for the Nz integration\n",
    "        zmin = 0\n",
    "        for ii in range(0,nzbins):\n",
    "            if(zs[ii] > zl):\n",
    "                zmin = ii\n",
    "                break\n",
    "\n",
    "        # Get integal over sources\n",
    "        gw = 0\n",
    "        for ii in range(zmin, nzbins):\n",
    "            gw = gw + Nz[ii]*(1.0 - chi_l/chi_file[ii])*dchi[ii]     \n",
    "\n",
    "\n",
    "        #-----\n",
    "        # Get Kernel\n",
    "        kernel = 3./2. * Om0 * (3000/10240)/(3e3**2)*chi_l * (1+zl) * gw * Norm\n",
    "        #print('Kernel4 = ', kernel)\n",
    "\n",
    "        #print(zl, zmin, zs[zmin], Nz[zmin], gw, kernel, filename)\n",
    "\n",
    "        # Get particle_count planes:\n",
    "        massmap = np.fromfile(input.baseDirectory+filename, dtype=\"<f\")\n",
    "        \n",
    "        #Convert to mass planes, in M_sun/h\n",
    "        #massmap *= mp \n",
    "\n",
    "        #Convert to overdensity maps, \n",
    "        massmap-=np.mean(massmap)*8\n",
    "\n",
    "        # Integrate:\n",
    "        #kpmap = kpmap + massmap*kernel\n",
    "\n",
    "    continue    \n",
    "        \n",
    "    # Convert to ring-ordered for sph.harmonic transforms:\n",
    "    kpmap_ring = hp.reorder(kpmap, n2r = True)\n",
    "    print(\"reordered map\")\n",
    "\n",
    "    #Apply mask\n",
    "    if 'hpmap_weight' in locals():\n",
    "        print(\"Mask already defined!\")\n",
    "    else:\n",
    "        print(\"Reading in weight map for Mira Titan (Comment if already on disk...)\")\n",
    "        hpmap_weight = hp.fitsfunc.read_map('../../FullSky_weight.fits', field=0,nest=False, partial=False, hdu=1, h=False, verbose=True, memmap=True)\n",
    "\n",
    "\n",
    "    kpmap_ring *= hpmap_weight\n",
    "    print(\"applied mask\")\n",
    "\n",
    "    \n",
    "    # show kappa:\n",
    "    hp.mollview(kpmap_ring,\n",
    "                unit='kappa', cmap=pl.cm.coolwarm,\n",
    "                cbar=True, title='', norm=None\n",
    "                , nest=False\n",
    "                )\n",
    "    pl.show()\n",
    "\n",
    "    lonra = [0, 20]\n",
    "    latra = [0, 10]\n",
    "\n",
    "    hp.cartview(kpmap_ring,\n",
    "                cbar=True, lonra=lonra, latra=latra,\n",
    "                nest=False,\n",
    "                title=\" \",\n",
    "                # min=-10, max=0,\n",
    "                cmap=pl.cm.coolwarm,\n",
    "                norm=None, unit='kappa')\n",
    "    pl.show()\n",
    "    \n",
    "    \n",
    "    fname = \"../../kappa/V0/kappa_tomo\"+np.str(tomo)+\"_V3\" \n",
    "\n",
    "    np.save(fname, kpmap_ring)\n",
    "    print(\"Saved kappa\")\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8e517814-b695-4613-ac26-4b4cbf2bccda",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Got C_ell\n",
      "Saved C_ell\n"
     ]
    }
   ],
   "source": [
    "# Compute C_ell:\n",
    "#zs = 1.4732\n",
    "zs = 1.4732\n",
    "fname = '../../../MTNG/kappa/'+str(\"{:5.4f}\".format(zs))+\"kappa.npy\"\n",
    "kpmap = np.load(fname)\n",
    "Cl = hp.sphtfunc.anafast(kpmap, map2=None, nspec=None, lmax=5000, mmax=None, iter=1, alm=False, pol=False, use_weights=False, datapath=None, gal_cut=0, use_pixel_weights=False)\n",
    "Cl *= 8.0\n",
    "print(\"Got C_ell\")\n",
    "fname = \"../../../MTNG/kappa/Cl_zslice\"+str(zs)+\".dat\"\n",
    "#fname = \"../../kappa/V0/Cl_tomo\"+str(tomo)+\"_V3.dat\"\n",
    "np.savetxt(fname,Cl)\n",
    "print(\"Saved C_ell\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "fc70f163-eb03-4c39-a55d-336de44573d9",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'nzbins' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Input \u001b[0;32mIn [7]\u001b[0m, in \u001b[0;36m<cell line: 8>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     19\u001b[0m \u001b[38;5;66;03m#find minimum for the Nz integration\u001b[39;00m\n\u001b[1;32m     20\u001b[0m zmin \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[0;32m---> 21\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m ii \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;241m0\u001b[39m,\u001b[43mnzbins\u001b[49m):\n\u001b[1;32m     22\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m(zs[ii] \u001b[38;5;241m>\u001b[39m zl):\n\u001b[1;32m     23\u001b[0m         zmin \u001b[38;5;241m=\u001b[39m ii\n",
      "\u001b[0;31mNameError\u001b[0m: name 'nzbins' is not defined"
     ]
    }
   ],
   "source": [
    "input_dir = input.baseDirectory\n",
    "mapsNames = sorted(directory_contents)[58:1:-1] # use this one when there is a README file in the directory.\n",
    "#mapsNames = sorted(directory_contents)[57:0:-1]\n",
    "\n",
    "mapsNames = np.array(mapsNames)\n",
    "\n",
    "zid=0\n",
    "for filename in mapsNames:\n",
    "    #tmp = filename.split('_')\n",
    "    #zid = int(tmp[4][:-4])\n",
    "    #zl = zl_list[zid]\n",
    "    #zl=dllen[zid, 0]\n",
    "    #zl=zlens_exact[28-zid]\n",
    "    zl=zlens_exact[56-zid]\n",
    "    chi_l = ncosmo.comoving_distance(zl).value*ncosmo.h\n",
    "\n",
    "    zid+=1\n",
    "\n",
    "    #find minimum for the Nz integration\n",
    "    zmin = 0\n",
    "    for ii in range(0,nzbins):\n",
    "        if(zs[ii] > zl):\n",
    "            zmin = ii\n",
    "            break\n",
    "\n",
    "    # Get integal over sources\n",
    "    gw = 0\n",
    "    for ii in range(zmin, nzbins):\n",
    "        gw = gw + Nz[ii]*(1.0 - chi_l/chi_file[ii])*dchi[ii]     \n",
    "\n",
    "    print(zl, zmin, zs[zmin], Nz[zmin], gw)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "e9b1ae78-0d7e-4bff-ba4f-ba3de5b66779",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5.591399134876121393e-12\n",
      "2.393002361532906374e-09\n",
      "4.645212679102265715e-09\n",
      "4.774259602202727677e-09\n",
      "3.768816328086183037e-09\n",
      "4.372140708415480342e-09\n",
      "7.559443925075053111e-09\n",
      "1.106960236372381706e-08\n",
      "1.195722298196458480e-08\n",
      "1.008048397997269380e-08\n",
      "8.208898910694075628e-09\n",
      "8.694749057356598290e-09\n",
      "1.083835259821148405e-08\n",
      "1.195003168953010498e-08\n",
      "1.055548230657221543e-08\n",
      "7.992917447326494518e-09\n",
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      "7.808672303026015424e-11\n",
      "7.805261732919842866e-11\n",
      "7.823972279663425476e-11\n",
      "7.809472105593010473e-11\n",
      "7.787939114007292719e-11\n",
      "7.852529162213598189e-11\n",
      "8.006681734902780510e-11\n",
      "8.110931022746549904e-11\n",
      "8.047427056564000071e-11\n",
      "7.882784573280914433e-11\n",
      "7.792660013965694620e-11\n",
      "7.849076625663414991e-11\n",
      "7.956620078042238664e-11\n",
      "7.995767605800435091e-11\n",
      "7.956011732328092819e-11\n",
      "7.906293120260746244e-11\n",
      "7.894882106171798176e-11\n",
      "7.917765573551335053e-11\n",
      "7.947099654060575478e-11\n",
      "7.950146149615583688e-11\n",
      "7.903787121198965161e-11\n",
      "7.825564840971655942e-11\n",
      "7.770995906716527368e-11\n",
      "7.766249719140254353e-11\n",
      "7.763651164461267333e-11\n"
     ]
    }
   ],
   "source": [
    "cat ../../../MTNG/kappa/Cl_zslice1.4732.dat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bd706299-9d7f-4f5d-9007-aa7463e7f05a",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import h5py\n",
    "import numpy as np\n",
    "import healpy as hp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "70f82315-aff5-4a19-baab-654b0e11007b",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.42943580147717575"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "\n",
    "hp.nside2resol(8192, arcmin = True) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "e11c9e19-6d98-4479-b49f-8eff752205f5",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "nside = 12288\n",
    "npix = hp.nside2npix(nside)\n",
    "ipix = np.zeros([npix])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "8c5393f1-ebe5-488f-a372-b5eb6816d373",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "ename": "PermissionError",
     "evalue": "[Errno 13] Unable to synchronously open file (unable to open file: name = '/pscratch/sd/c/cdavies/MTNG_outputs/mapsdir_215/maps_215.0.hdf5', errno = 13, error message = 'Permission denied', flags = 0, o_flags = 0)",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mPermissionError\u001b[0m                           Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[10], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m216\u001b[39m):\n\u001b[0;32m----> 2\u001b[0m     \u001b[38;5;28;01mwith\u001b[39;00m \u001b[43mh5py\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mFile\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m/pscratch/sd/c/cdavies/MTNG_outputs/mapsdir_\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[38;5;28;43mstr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43m(\u001b[49m\u001b[38;5;241;43m215\u001b[39;49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[43mi\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;132;43;01m:\u001b[39;49;00m\u001b[38;5;124;43m03\u001b[39;49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m/maps_\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[38;5;28;43mstr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43m(\u001b[49m\u001b[38;5;241;43m215\u001b[39;49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[43mi\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;132;43;01m:\u001b[39;49;00m\u001b[38;5;124;43m03\u001b[39;49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m.0.hdf5\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mr\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[1;32m      3\u001b[0m         amin \u001b[38;5;241m=\u001b[39m (f[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mHeader\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m.\u001b[39mattrs[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAscaleEnd\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[1;32m      4\u001b[0m         amax \u001b[38;5;241m=\u001b[39m (f[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mHeader\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m.\u001b[39mattrs[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAscaleStart\u001b[39m\u001b[38;5;124m'\u001b[39m])\n",
      "File \u001b[0;32m/opt/desc/py/lib/python3.10/site-packages/h5py/_hl/files.py:562\u001b[0m, in \u001b[0;36mFile.__init__\u001b[0;34m(self, name, mode, driver, libver, userblock_size, swmr, rdcc_nslots, rdcc_nbytes, rdcc_w0, track_order, fs_strategy, fs_persist, fs_threshold, fs_page_size, page_buf_size, min_meta_keep, min_raw_keep, locking, alignment_threshold, alignment_interval, meta_block_size, **kwds)\u001b[0m\n\u001b[1;32m    553\u001b[0m     fapl \u001b[38;5;241m=\u001b[39m make_fapl(driver, libver, rdcc_nslots, rdcc_nbytes, rdcc_w0,\n\u001b[1;32m    554\u001b[0m                      locking, page_buf_size, min_meta_keep, min_raw_keep,\n\u001b[1;32m    555\u001b[0m                      alignment_threshold\u001b[38;5;241m=\u001b[39malignment_threshold,\n\u001b[1;32m    556\u001b[0m                      alignment_interval\u001b[38;5;241m=\u001b[39malignment_interval,\n\u001b[1;32m    557\u001b[0m                      meta_block_size\u001b[38;5;241m=\u001b[39mmeta_block_size,\n\u001b[1;32m    558\u001b[0m                      \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds)\n\u001b[1;32m    559\u001b[0m     fcpl \u001b[38;5;241m=\u001b[39m make_fcpl(track_order\u001b[38;5;241m=\u001b[39mtrack_order, fs_strategy\u001b[38;5;241m=\u001b[39mfs_strategy,\n\u001b[1;32m    560\u001b[0m                      fs_persist\u001b[38;5;241m=\u001b[39mfs_persist, fs_threshold\u001b[38;5;241m=\u001b[39mfs_threshold,\n\u001b[1;32m    561\u001b[0m                      fs_page_size\u001b[38;5;241m=\u001b[39mfs_page_size)\n\u001b[0;32m--> 562\u001b[0m     fid \u001b[38;5;241m=\u001b[39m \u001b[43mmake_fid\u001b[49m\u001b[43m(\u001b[49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muserblock_size\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfapl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfcpl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mswmr\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mswmr\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    564\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(libver, \u001b[38;5;28mtuple\u001b[39m):\n\u001b[1;32m    565\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_libver \u001b[38;5;241m=\u001b[39m libver\n",
      "File \u001b[0;32m/opt/desc/py/lib/python3.10/site-packages/h5py/_hl/files.py:235\u001b[0m, in \u001b[0;36mmake_fid\u001b[0;34m(name, mode, userblock_size, fapl, fcpl, swmr)\u001b[0m\n\u001b[1;32m    233\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m swmr \u001b[38;5;129;01mand\u001b[39;00m swmr_support:\n\u001b[1;32m    234\u001b[0m         flags \u001b[38;5;241m|\u001b[39m\u001b[38;5;241m=\u001b[39m h5f\u001b[38;5;241m.\u001b[39mACC_SWMR_READ\n\u001b[0;32m--> 235\u001b[0m     fid \u001b[38;5;241m=\u001b[39m \u001b[43mh5f\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mopen\u001b[49m\u001b[43m(\u001b[49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mflags\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfapl\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfapl\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    236\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m mode \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mr+\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m    237\u001b[0m     fid \u001b[38;5;241m=\u001b[39m h5f\u001b[38;5;241m.\u001b[39mopen(name, h5f\u001b[38;5;241m.\u001b[39mACC_RDWR, fapl\u001b[38;5;241m=\u001b[39mfapl)\n",
      "File \u001b[0;32mh5py/_objects.pyx:54\u001b[0m, in \u001b[0;36mh5py._objects.with_phil.wrapper\u001b[0;34m()\u001b[0m\n",
      "File \u001b[0;32mh5py/_objects.pyx:55\u001b[0m, in \u001b[0;36mh5py._objects.with_phil.wrapper\u001b[0;34m()\u001b[0m\n",
      "File \u001b[0;32mh5py/h5f.pyx:102\u001b[0m, in \u001b[0;36mh5py.h5f.open\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;31mPermissionError\u001b[0m: [Errno 13] Unable to synchronously open file (unable to open file: name = '/pscratch/sd/c/cdavies/MTNG_outputs/mapsdir_215/maps_215.0.hdf5', errno = 13, error message = 'Permission denied', flags = 0, o_flags = 0)"
     ]
    }
   ],
   "source": [
    "for i in range(0,216):\n",
    "    with h5py.File('/pscratch/sd/c/cdavies/MTNG_outputs/mapsdir_'+str(f\"{(215-i):03}\")+'/maps_'+str(f\"{(215-i):03}\")+'.0.hdf5', 'r') as f:\n",
    "        amin = (f['Header'].attrs['AscaleEnd'])\n",
    "        amax = (f['Header'].attrs['AscaleStart'])\n",
    "        z_min = 1/amin - 1 \n",
    "        z_max = 1/amax - 1\n",
    "        z_mean = 0.5*(z_min+z_max)\n",
    "        print(215-i, i, z_mean, z_min,z_max)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "c1e6b789-2010-448a-83e1-f1898d3e41ab",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "Invalid group (or file) id (invalid group (or file) ID)",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "File \u001b[0;32m/global/common/software/lsst/gitlab/desc-python-dev/2023-09-15-59-44/py/lib/python3.10/site-packages/IPython/core/formatters.py:708\u001b[0m, in \u001b[0;36mPlainTextFormatter.__call__\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    701\u001b[0m stream \u001b[38;5;241m=\u001b[39m StringIO()\n\u001b[1;32m    702\u001b[0m printer \u001b[38;5;241m=\u001b[39m pretty\u001b[38;5;241m.\u001b[39mRepresentationPrinter(stream, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mverbose,\n\u001b[1;32m    703\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmax_width, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mnewline,\n\u001b[1;32m    704\u001b[0m     max_seq_length\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmax_seq_length,\n\u001b[1;32m    705\u001b[0m     singleton_pprinters\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msingleton_printers,\n\u001b[1;32m    706\u001b[0m     type_pprinters\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtype_printers,\n\u001b[1;32m    707\u001b[0m     deferred_pprinters\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdeferred_printers)\n\u001b[0;32m--> 708\u001b[0m \u001b[43mprinter\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpretty\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    709\u001b[0m printer\u001b[38;5;241m.\u001b[39mflush()\n\u001b[1;32m    710\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m stream\u001b[38;5;241m.\u001b[39mgetvalue()\n",
      "File \u001b[0;32m/global/common/software/lsst/gitlab/desc-python-dev/2023-09-15-59-44/py/lib/python3.10/site-packages/IPython/lib/pretty.py:410\u001b[0m, in \u001b[0;36mRepresentationPrinter.pretty\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m    407\u001b[0m                         \u001b[38;5;28;01mreturn\u001b[39;00m meth(obj, \u001b[38;5;28mself\u001b[39m, cycle)\n\u001b[1;32m    408\u001b[0m                 \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mcls\u001b[39m \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mobject\u001b[39m \\\n\u001b[1;32m    409\u001b[0m                         \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mcallable\u001b[39m(\u001b[38;5;28mcls\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__dict__\u001b[39m\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m__repr__\u001b[39m\u001b[38;5;124m'\u001b[39m)):\n\u001b[0;32m--> 410\u001b[0m                     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_repr_pprint\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcycle\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    412\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m _default_pprint(obj, \u001b[38;5;28mself\u001b[39m, cycle)\n\u001b[1;32m    413\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n",
      "File \u001b[0;32m/global/common/software/lsst/gitlab/desc-python-dev/2023-09-15-59-44/py/lib/python3.10/site-packages/IPython/lib/pretty.py:778\u001b[0m, in \u001b[0;36m_repr_pprint\u001b[0;34m(obj, p, cycle)\u001b[0m\n\u001b[1;32m    776\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"A pprint that just redirects to the normal repr function.\"\"\"\u001b[39;00m\n\u001b[1;32m    777\u001b[0m \u001b[38;5;66;03m# Find newlines and replace them with p.break_()\u001b[39;00m\n\u001b[0;32m--> 778\u001b[0m output \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mrepr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    779\u001b[0m lines \u001b[38;5;241m=\u001b[39m output\u001b[38;5;241m.\u001b[39msplitlines()\n\u001b[1;32m    780\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m p\u001b[38;5;241m.\u001b[39mgroup():\n",
      "File \u001b[0;32m/global/common/software/lsst/gitlab/desc-python-dev/2023-09-15-59-44/py/lib/python3.10/site-packages/h5py/_hl/base.py:388\u001b[0m, in \u001b[0;36mKeysViewHDF5.__str__\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    387\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__str__\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[0;32m--> 388\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m<KeysViewHDF5 \u001b[39m\u001b[38;5;132;01m{}\u001b[39;00m\u001b[38;5;124m>\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(\u001b[38;5;28;43mlist\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m)\n",
      "File \u001b[0;32m/global/common/software/lsst/gitlab/desc-python-dev/2023-09-15-59-44/py/lib/python3.10/_collections_abc.py:866\u001b[0m, in \u001b[0;36mMappingView.__len__\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    865\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__len__\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[0;32m--> 866\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_mapping\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[0;32mh5py/_objects.pyx:54\u001b[0m, in \u001b[0;36mh5py._objects.with_phil.wrapper\u001b[0;34m()\u001b[0m\n",
      "File \u001b[0;32mh5py/_objects.pyx:55\u001b[0m, in \u001b[0;36mh5py._objects.with_phil.wrapper\u001b[0;34m()\u001b[0m\n",
      "File \u001b[0;32m/global/common/software/lsst/gitlab/desc-python-dev/2023-09-15-59-44/py/lib/python3.10/site-packages/h5py/_hl/group.py:494\u001b[0m, in \u001b[0;36mGroup.__len__\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    491\u001b[0m \u001b[38;5;129m@with_phil\u001b[39m\n\u001b[1;32m    492\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__len__\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[1;32m    493\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\" Number of members attached to this group \"\"\"\u001b[39;00m\n\u001b[0;32m--> 494\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mid\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_num_objs\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[0;32mh5py/_objects.pyx:54\u001b[0m, in \u001b[0;36mh5py._objects.with_phil.wrapper\u001b[0;34m()\u001b[0m\n",
      "File \u001b[0;32mh5py/_objects.pyx:55\u001b[0m, in \u001b[0;36mh5py._objects.with_phil.wrapper\u001b[0;34m()\u001b[0m\n",
      "File \u001b[0;32mh5py/h5g.pyx:336\u001b[0m, in \u001b[0;36mh5py.h5g.GroupID.get_num_objs\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;31mValueError\u001b[0m: Invalid group (or file) id (invalid group (or file) ID)"
     ]
    }
   ],
   "source": [
    "info.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "id": "78abc377-6fb2-4d1c-8b7f-f50e6a9b756f",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "000\n",
      "001\n",
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      "003\n",
      "004\n",
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      "117\n",
      "118\n",
      "119\n",
      "120\n"
     ]
    }
   ],
   "source": [
    "for i in range(121):\n",
    "    print(f\"{i:03}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "222d9aa8-cad8-42b4-92e9-78a565f63456",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 6052033\n",
      "-r-xr-xr-x 1 tomaszk7 des  649821684 Mar  3  2022  \u001b[0m\u001b[01;32mbaryonified_shells.npz\u001b[0m*\n",
      "-r-xr-xr-x 1 tomaszk7 des 3148648350 Feb  7  2022  \u001b[01;32mcompressed_shells.npz\u001b[0m*\n",
      "-r-xr-xr-x 1 tomaszk7 des  816279751 Mar 23  2022 \u001b[01;32m'Halofile_MinParts=100.npz'\u001b[0m*\n",
      "-r-xr-xr-x 1 tomaszk7 des   10526461 Feb  8  2022  \u001b[01;32mparam_files.tar.gz\u001b[0m*\n",
      "-r-xr-xr-x 1 tomaszk7 des        233 Mar  3  2022  \u001b[01;32mparams.yml\u001b[0m*\n",
      "-r-xr-xr-x 1 tomaszk7 des 1219272635 Feb  7  2022  \u001b[01;32mpkd_halos.tar.gz\u001b[0m*\n",
      "-r-xr-xr-x 1 tomaszk7 des     167258 Feb  8  2022  \u001b[01;32mpkd_spectra.tar.gz\u001b[0m*\n",
      "-r-xr-xr-x 1 tomaszk7 des  352507916 Mar  3  2022 \u001b[01;32m'shells_nside=512.npz'\u001b[0m*\n"
     ]
    }
   ],
   "source": [
    "ls -l /global/cfs/cdirs/des/cosmogrid/raw/fiducial/cosmo_fiducial/run_0/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "667947a5-fc2d-4013-bdb7-fb0f7a39c4a3",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 6291464\n",
      "-rw-rwx---+ 1 cdavies cdavies 6442451072 Feb  1 06:23 \u001b[0m\u001b[01;32mmaps_001.0.npy\u001b[0m*\n"
     ]
    }
   ],
   "source": [
    "ls -l /pscratch/sd/c/cdavies/MTNG_octants_processed/MTNG-L500-4320-A/Hydro_lightcone_to_massmap_01/mapsdir_001/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "13e6bfa2-8f05-4a7f-ba46-0f051f3bcf7a",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 40\n",
      "drwxrwx---   7 cdavies cdavies  4096 Nov 16 04:50 \u001b[0m\u001b[01;34mdata\u001b[0m/\n",
      "drwxrwx---+  5 cdavies lsst    16384 Dec  6 05:20 \u001b[01;34mMTNG\u001b[0m/\n",
      "drwxrwx---   2 cdavies cdavies  4096 Dec  5 07:37 \u001b[01;34mMTNG_data_outputs\u001b[0m/\n",
      "drwxrwx---   4 cdavies cdavies  4096 Dec  6 05:22 \u001b[01;34mMTNG_octants\u001b[0m/\n",
      "drwxrwx---   4 cdavies cdavies  4096 Feb  1 03:10 \u001b[01;34mMTNG_octants_processed\u001b[0m/\n",
      "drwxrwx---+ 57 cdavies cdavies  4096 Dec  6 04:15 \u001b[01;34mMTNG_outputs\u001b[0m/\n",
      "drwxrwx---   3 cdavies cdavies  4096 Dec  5 02:42 \u001b[01;34mMyQuota\u001b[0m/\n"
     ]
    }
   ],
   "source": [
    "ls -l /pscratch/sd/c/cdavies/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "6b0179ea-1dd0-45e7-91f6-51b77c0bd1c3",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "filename = path_in+f'/mapsdir_001/maps_001.0.npy'\n",
    "sdens = np.load(filename)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8650447b-621a-4e39-9155-8d2821900225",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([41.86917651,  0.        ,  0.        , ...,  0.        ,\n",
       "        0.        ,  0.        ])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sdens"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "2b86ed7d-7e3c-4db9-ab77-d387da4d266c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 850x540 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "hp.mollview(sdens,\n",
    "                unit='delta', cmap=pl.cm.coolwarm,\n",
    "                cbar=True, title='', norm=None\n",
    "                , nest=False\n",
    "                )\n",
    "   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "efffcaac-4b29-41cb-a853-ae67f543f684",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "desc-python-dev",
   "language": "python",
   "name": "desc-python-dev"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}