lnpost_check.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import la_forge.core as co\n",
    "import pickle, json, copy\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "%config InlineBackend.figure_format = 'retina'\n",
    "\n",
    "import enterprise\n",
    "from enterprise.pulsar import Pulsar\n",
    "import enterprise.signals.parameter as parameter\n",
    "from enterprise.signals import utils\n",
    "from enterprise.signals import signal_base\n",
    "from enterprise.signals import selections\n",
    "from enterprise.signals.selections import Selection\n",
    "from enterprise.signals import white_signals\n",
    "from enterprise.signals import gp_signals\n",
    "from enterprise.signals import deterministic_signals\n",
    "from enterprise import constants as const\n",
    "\n",
    "from enterprise_extensions.frequentist.optimal_statistic import OptimalStatistic as OS\n",
    "from enterprise_extensions.chromatic import chromatic\n",
    "from enterprise_extensions import hypermodel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "import la_forge.core as co\n",
    "import la_forge.diagnostics as dg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "pkl = '/Users/hazboun/ipta/classic_psrs_de438.pkl'\n",
    "with open(pkl,'rb')as fin:\n",
    "    psrs = pickle.load(fin)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "rm_idxs = []\n",
    "for idx, p in enumerate(psrs):\n",
    "    first = p.toas.min()\n",
    "    last = p.toas.max()\n",
    "    tspan = (last - first)/(365.25*24*3600)\n",
    "    if tspan<3.0:\n",
    "        rm_idxs.append(idx)\n",
    "#     print(p.name, f'{tspan:2.1f}')\n",
    "\n",
    "for idx in reversed(rm_idxs):\n",
    "    del psrs[idx]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "30.190711132332524"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tmin = np.amin([p.toas.min() for p in psrs])\n",
    "tmax = np.amax([p.toas.max() for p in psrs])\n",
    "Tspan = tmax - tmin\n",
    "Tspan/(365.25*24*3600)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Red noise parameter priors\n",
    "log10_A = parameter.Uniform(-20, -11)\n",
    "gamma = parameter.Uniform(0, 7)\n",
    "\n",
    "# DM Red noise parameter priors\n",
    "dm_log10_A = parameter.Uniform(-20, -11)\n",
    "dm_gamma = parameter.Uniform(0, 7)\n",
    "\n",
    "# GW parameter priors\n",
    "gw_log10_A = parameter.Uniform(-18, -14)('gw_log10_A')\n",
    "gw_gamma = parameter.Constant(13./3)('gw_gamma')\n",
    "\n",
    "# White noise parameter priors\n",
    "efac = parameter.Constant()\n",
    "equad = parameter.Constant()\n",
    "ecorr = parameter.Constant()\n",
    "\n",
    "freqs = np.linspace(1/Tspan,30/Tspan,30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "# # white noise\n",
    "selection_ng = selections.Selection(selections.nanograv_backends)\n",
    "selection_be = selections.Selection(selections.by_backend)\n",
    "\n",
    "ef = white_signals.MeasurementNoise(efac=efac, selection=selection_be)\n",
    "eq = white_signals.EquadNoise(log10_equad=equad, selection=selection_be)\n",
    "ec = white_signals.EcorrKernelNoise(log10_ecorr=ecorr, selection=selection_ng)\n",
    "\n",
    "# red noise (powerlaw with 30 frequencies)\n",
    "pl = utils.powerlaw(log10_A=log10_A, gamma=gamma)\n",
    "rn = gp_signals.FourierBasisGP(spectrum=pl, modes=freqs)#components=30,Tspan=Tspan)\n",
    "\n",
    "# DM red noise (powerlaw with 30 frequencies)\n",
    "dm_basis = utils.createfourierdesignmatrix_dm(nmodes=30)#freqs)\n",
    "dm_pl = utils.powerlaw(log10_A=dm_log10_A, gamma=dm_gamma)\n",
    "dm_gp = gp_signals.BasisGP(priorFunction=dm_pl, basisFunction=dm_basis, name='dm_gp')#components=30,Tspan=Tspan)\n",
    "\n",
    "# gw (powerlaw with 10 frequencies)\n",
    "\n",
    "gw_pl = utils.powerlaw(log10_A=gw_log10_A, gamma=gw_gamma)\n",
    "gw = gp_signals.FourierBasisGP(spectrum=gw_pl, modes=freqs[:10], name='gw')#components=5, Tspan=Tspan, name='gw')\n",
    "\n",
    "dm_dip = chromatic.dm_exponential_dip(tmin=48850.027042152935, tmax=57051.955677141625)\n",
    "# timing model\n",
    "tm = gp_signals.TimingModel()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "model = tm + ef + eq + rn + dm_gp + gw \n",
    "model_ng = model + ec "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [],
   "source": [
    "pnames = [p.name for p in psrs]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [],
   "source": [
    "models = [model_ng(p) if 'NANOGrav' in p.flags['pta'] else model(p) for p in psrs]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [],
   "source": [
    "dip_model = model_ng + dm_dip\n",
    "J1713 = dip_model(psrs[pnames.index('J1713+0747')])\n",
    "models[pnames.index('J1713+0747')] = J1713"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [],
   "source": [
    "pta = signal_base.PTA(models)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [],
   "source": [
    "noise_path = '/Users/hazboun/ipta/classic_fixed/dr2_classic_noise.json'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(noise_path,'r') as fin:\n",
    "    noise = json.load(fin)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_430_ASP_efac to 1.1365193945368486\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_430_PUPPI_efac to 0.9799469185765327\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_EFF.EBPP.1360_efac to 1.1131774722050722\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_EFF.EBPP.1410_efac to 0.7317297647944114\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_EFF.EBPP.2639_efac to 0.9816169162003063\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_JBO.DFB.1520_efac to 1.0323718949754754\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_L-wide_ASP_efac to 1.1237984445609916\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_L-wide_PUPPI_efac to 1.1395353301435847\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_NRT.BON.1400_efac to 1.1918353704710902\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_NRT.BON.1600_efac to 1.5756952974884049\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_NRT.BON.2000_efac to 1.3838873232969793\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_430_ASP_log10_equad to -7.494172310796099\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_430_PUPPI_log10_equad to -5.9606374814002585\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_EFF.EBPP.1360_log10_equad to -7.079030139688896\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_EFF.EBPP.1410_log10_equad to -6.658276077558979\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_EFF.EBPP.2639_log10_equad to -6.641470696298156\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_JBO.DFB.1520_log10_equad to -7.2817303654995245\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_L-wide_ASP_log10_equad to -7.431846988056144\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_L-wide_PUPPI_log10_equad to -6.311460819921313\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_NRT.BON.1400_log10_equad to -6.1390911727658235\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_NRT.BON.1600_log10_equad to -7.2228754815381215\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_NRT.BON.2000_log10_equad to -7.05455824543408\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_430_ASP_log10_ecorr to -7.4617800296392245\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_430_PUPPI_log10_ecorr to -6.010541954471705\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_L-wide_ASP_log10_ecorr to -7.599855137080387\n",
      "INFO: enterprise.signals.signal_base: Setting J0030+0451_L-wide_PUPPI_log10_ecorr to -7.698450275402182\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_NRT.BON.1400_efac to 1.1012457811645162\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_NRT.BON.1600_efac to 2.3305350396410196\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_WSRT.P1.328_efac to 1.3735546747990703\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_WSRT.P1.328.C_efac to 1.1399549566669054\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_WSRT.P1.382_efac to 0.8123140554480738\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_WSRT.P1.382.C_efac to 1.3686478979924361\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_NRT.BON.1400_log10_equad to -5.147529756331711\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_NRT.BON.1600_log10_equad to -6.760042949911365\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_WSRT.P1.328_log10_equad to -6.848678011351532\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_WSRT.P1.328.C_log10_equad to -7.264762245862086\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_WSRT.P1.382_log10_equad to -6.971432068813177\n",
      "INFO: enterprise.signals.signal_base: Setting J0034-0534_WSRT.P1.382.C_log10_equad to -6.643305597012206\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_EFF.EBPP.1360_efac to 1.235687070880701\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_EFF.EBPP.1410_efac to 1.2279963579055273\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_JBO.DFB.1400_efac to 1.537826338232005\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_JBO.DFB.1520_efac to 1.1505377202738045\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_NRT.BON.1400_efac to 1.160499906560032\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_NRT.BON.1600_efac to 1.5189056824693827\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_NRT.BON.2000_efac to 1.3719022632904727\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.1380_efac to 1.6719729920576685\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.1380.C_efac to 3.3564722135970113\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.328_efac to 1.4870041907477147\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.328.C_efac to 1.5701369704608117\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.382_efac to 1.2609142695317481\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.382.C_efac to 1.0495681350769994\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_EFF.EBPP.1360_log10_equad to -6.327661807387763\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_EFF.EBPP.1410_log10_equad to -7.039257195630977\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_JBO.DFB.1400_log10_equad to -6.7684419614736155\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_JBO.DFB.1520_log10_equad to -6.766231358968568\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_NRT.BON.1400_log10_equad to -7.082106773193618\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_NRT.BON.1600_log10_equad to -6.704307146292108\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_NRT.BON.2000_log10_equad to -6.750955663171314\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.1380_log10_equad to -6.769737049206152\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.1380.C_log10_equad to -6.725594039351269\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.328_log10_equad to -6.895569072450318\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.328.C_log10_equad to -6.833767411989344\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.382_log10_equad to -6.9393318919961455\n",
      "INFO: enterprise.signals.signal_base: Setting J0218+4232_WSRT.P1.382.C_log10_equad to -6.70309202012577\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_CPSR2_20CM_efac to 3.1398030386308595\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_CPSR2_40CM_efac to 6.128259877263175\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_CPSR2_50CM_efac to 0.6914752855309986\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PDFB_10CM_efac to 0.6787918119302783\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PDFB_20CM_efac to 0.9360032381864248\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PDFB_40CM_efac to 1.9529801799171915\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PDFB_50CM_efac to 6.306169617187044\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PKS.cpsr1.20cm_legacy_efac to 0.628469547742701\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PKS.cpsr2.20cm_legacy_efac to 0.8426287583988986\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PKS.fptm.20cm-legacy_efac to 1.2684420567171937\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PKS.s2.20cm-legacy_efac to 0.8195891610201116\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_WBCORR_10CM_efac to 0.26000848941814536\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_WBCORR_20CM_efac to 0.40395852605836163\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_CPSR2_20CM_log10_equad to -7.569936086132296\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_CPSR2_40CM_log10_equad to -6.439721562329464\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_CPSR2_50CM_log10_equad to -7.9000893485411225\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PDFB_10CM_log10_equad to -7.343115650903833\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PDFB_20CM_log10_equad to -7.252450535898863\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PDFB_40CM_log10_equad to -7.503948141950352\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PDFB_50CM_log10_equad to -6.597137744772705\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PKS.cpsr1.20cm_legacy_log10_equad to -6.956485100190424\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PKS.cpsr2.20cm_legacy_log10_equad to -8.023662046871959\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PKS.fptm.20cm-legacy_log10_equad to -6.425095378224767\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_PKS.s2.20cm-legacy_log10_equad to -7.037802919641953\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_WBCORR_10CM_log10_equad to -6.416938872758119\n",
      "INFO: enterprise.signals.signal_base: Setting J0437-4715_WBCORR_20CM_log10_equad to -7.352602899412229\n",
      "INFO: enterprise.signals.signal_base: Setting J0610-2100_JBO.DFB.1520_efac to 0.9561319405297859\n",
      "INFO: enterprise.signals.signal_base: Setting J0610-2100_NRT.BON.1400_efac to 1.6423123585023456\n",
      "INFO: enterprise.signals.signal_base: Setting J0610-2100_NRT.BON.1600_efac to 1.2998207251438565\n",
      "INFO: enterprise.signals.signal_base: Setting J0610-2100_JBO.DFB.1520_log10_equad to -6.991461889600699\n",
      "INFO: enterprise.signals.signal_base: Setting J0610-2100_NRT.BON.1400_log10_equad to -7.0198372860671086\n",
      "INFO: enterprise.signals.signal_base: Setting J0610-2100_NRT.BON.1600_log10_equad to -7.172287276132933\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_CPSR2_20CM_efac to 1.0118255773947058\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_CPSR2_50CM_efac to 1.5516978934045689\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_EFF.EBPP.1360_efac to 1.067203428368813\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_EFF.EBPP.1410_efac to 1.1042838088707285\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_EFF.EBPP.2639_efac to 1.0267483377773752\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_JBO.DFB.1400_efac to 1.3508208035951244\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_JBO.DFB.1520_efac to 1.0684018167344684\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_NRT.BON.1400_efac to 1.0716837801771844\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_NRT.BON.1600_efac to 1.0276017537349467\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_NRT.BON.2000_efac to 1.2062311463801563\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PDFB_10CM_efac to 1.0983752426100286\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PDFB_20CM_efac to 1.0637359633821946\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PDFB_40CM_efac to 1.1675919543896014\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PKS.AFB.20cm_legacy_efac to 0.9108457892768318\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PKS.cpsr2.50cm_legacy_efac to 0.29184823228822626\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PKS.fptm.20cm-legacy_efac to 1.065023501650794\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr1_2_GASP_efac to 1.0888865083354577\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr1_2_GUPPI_efac to 1.0840562431310237\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr_800_GASP_efac to 1.0964894796660662\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr_800_GUPPI_efac to 1.2001512231568112\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WBCORR_10CM_efac to 2.023021481476069\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.1380_efac to 0.9980836061991664\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.1380.C_efac to 1.0843891107117443\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.328_efac to 1.0826903950960716\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.328.C_efac to 1.5657021151936958\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.382_efac to 0.9074093175996792\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.382.C_efac to 0.9734809194954116\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_CPSR2_20CM_log10_equad to -7.372885867338183\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_CPSR2_50CM_log10_equad to -6.875234365185301\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_EFF.EBPP.1360_log10_equad to -7.122900933193391\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_EFF.EBPP.1410_log10_equad to -7.307082847135295\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_EFF.EBPP.2639_log10_equad to -6.878985736894044\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_JBO.DFB.1400_log10_equad to -6.960466457335645\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_JBO.DFB.1520_log10_equad to -6.959539418535809\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_NRT.BON.1400_log10_equad to -7.398368297792834\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_NRT.BON.1600_log10_equad to -7.485669596072769\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_NRT.BON.2000_log10_equad to -7.321632919909125\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PDFB_10CM_log10_equad to -6.84121145776293\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PDFB_20CM_log10_equad to -7.472460780871959\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PDFB_40CM_log10_equad to -7.191127712779643\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PKS.AFB.20cm_legacy_log10_equad to -7.160645515350551\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PKS.cpsr2.50cm_legacy_log10_equad to -6.6005521391357505\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_PKS.fptm.20cm-legacy_log10_equad to -7.0126019245378455\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr1_2_GASP_log10_equad to -7.540311213679775\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr1_2_GUPPI_log10_equad to -7.602113916323613\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr_800_GASP_log10_equad to -7.621198234552775\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr_800_GUPPI_log10_equad to -6.512678694820967\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WBCORR_10CM_log10_equad to -6.8824400715683085\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.1380_log10_equad to -7.315836844849648\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.1380.C_log10_equad to -7.107542748924451\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.328_log10_equad to -6.678992492784331\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.328.C_log10_equad to -6.880799736102835\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.382_log10_equad to -6.917290616388911\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_WSRT.P1.382.C_log10_equad to -5.912051270803093\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr1_2_GASP_log10_ecorr to -7.411648482671097\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr1_2_GUPPI_log10_ecorr to -7.841156617722866\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr_800_GASP_log10_ecorr to -6.9090468162417045\n",
      "INFO: enterprise.signals.signal_base: Setting J0613-0200_Rcvr_800_GUPPI_log10_ecorr to -6.944306495310503\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_EFF.EBPP.1360_efac to 0.7738940197410326\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_EFF.EBPP.1410_efac to 0.6133234996826904\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_EFF.EBPP.2639_efac to 1.5702775555574982\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_JBO.DFB.1400_efac to 1.00874070498746\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_JBO.DFB.1520_efac to 1.0640909034425379\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_NRT.BON.1400_efac to 1.2808639445232024\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_NRT.BON.1600_efac to 1.2320953731976496\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_NRT.BON.2000_efac to 0.8955009454386674\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_WSRT.P1.1380.C_efac to 1.1787024861381326\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_WSRT.P1.323.C_efac to 2.0634563476909142\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_WSRT.P1.367.C_efac to 1.60570617347227\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_EFF.EBPP.1360_log10_equad to -6.840229027469453\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_EFF.EBPP.1410_log10_equad to -6.4136234859371495\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_EFF.EBPP.2639_log10_equad to -6.741095969763628\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_JBO.DFB.1400_log10_equad to -6.523470787480318\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_JBO.DFB.1520_log10_equad to -7.046538643744288\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_NRT.BON.1400_log10_equad to -7.084852706049046\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_NRT.BON.1600_log10_equad to -6.789299166376719\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_NRT.BON.2000_log10_equad to -6.7661478118874925\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_WSRT.P1.1380.C_log10_equad to -6.863151447451909\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_WSRT.P1.323.C_log10_equad to -6.779415836561927\n",
      "INFO: enterprise.signals.signal_base: Setting J0621+1002_WSRT.P1.367.C_log10_equad to -6.761521254955241\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_CPSR2_20CM_efac to 1.0196626690155033\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_CPSR2_40CM_efac to 0.49728546061062645\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_CPSR2_50CM_efac to 1.229707841696625\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PDFB_10CM_efac to 0.9587246693138027\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PDFB_20CM_efac to 0.9550007714052262\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PDFB_40CM_efac to 1.2464898842193546\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PKS.AFB.20cm_legacy_efac to 2.797660804596822\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PKS.cpsr2.20cm_legacy_efac to 1.9918102397073059\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PKS.fptm.20cm-legacy_efac to 2.1310790438875773\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_WBCORR_10CM_efac to 0.9689988270730691\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_CPSR2_20CM_log10_equad to -7.536793443228938\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_CPSR2_40CM_log10_equad to -6.778776161938021\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_CPSR2_50CM_log10_equad to -6.7633745527843825\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PDFB_10CM_log10_equad to -7.16893473842602\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PDFB_20CM_log10_equad to -6.3847650569107275\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PDFB_40CM_log10_equad to -7.105938358578263\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PKS.AFB.20cm_legacy_log10_equad to -6.638811220501549\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PKS.cpsr2.20cm_legacy_log10_equad to -7.143051947370029\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_PKS.fptm.20cm-legacy_log10_equad to -7.155671709126642\n",
      "INFO: enterprise.signals.signal_base: Setting J0711-6830_WBCORR_10CM_log10_equad to -7.011419303940226\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_EFF.EBPP.1360_efac to 0.991093311415696\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_EFF.EBPP.1410_efac to 0.9787966982029459\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_EFF.EBPP.2639_efac to 1.0120332621049903\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_JBO.DFB.1400_efac to 1.0835892124109374\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_JBO.DFB.1520_efac to 0.9867525445656884\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_NRT.BON.1400_efac to 1.1998420201518603\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_NRT.BON.1600_efac to 1.1045143949843435\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_NRT.BON.2000_efac to 0.7510753768721667\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_WSRT.P1.1380.C_efac to 1.3594018574198203\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_EFF.EBPP.1360_log10_equad to -5.325829992390195\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_EFF.EBPP.1410_log10_equad to -5.747022042692764\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_EFF.EBPP.2639_log10_equad to -5.305997713052664\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_JBO.DFB.1400_log10_equad to -7.110547240803549\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_JBO.DFB.1520_log10_equad to -7.105561064778945\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_NRT.BON.1400_log10_equad to -6.0538120366649055\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_NRT.BON.1600_log10_equad to -7.348656695769584\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_NRT.BON.2000_log10_equad to -5.553523686438419\n",
      "INFO: enterprise.signals.signal_base: Setting J0751+1807_WSRT.P1.1380.C_log10_equad to -6.9324184631060275\n",
      "INFO: enterprise.signals.signal_base: Setting J0900-3144_JBO.DFB.1400_efac to 0.8751129895246298\n",
      "INFO: enterprise.signals.signal_base: Setting J0900-3144_JBO.DFB.1520_efac to 1.0136708861009038\n",
      "INFO: enterprise.signals.signal_base: Setting J0900-3144_NRT.BON.1400_efac to 1.054028334675004\n",
      "INFO: enterprise.signals.signal_base: Setting J0900-3144_NRT.BON.1600_efac to 1.1781463120067046\n",
      "INFO: enterprise.signals.signal_base: Setting J0900-3144_NRT.BON.2000_efac to 1.1620830638957012\n",
      "INFO: enterprise.signals.signal_base: Setting J0900-3144_JBO.DFB.1400_log10_equad to -6.760964876256675\n",
      "INFO: enterprise.signals.signal_base: Setting J0900-3144_JBO.DFB.1520_log10_equad to -7.125369843062618\n",
      "INFO: enterprise.signals.signal_base: Setting J0900-3144_NRT.BON.1400_log10_equad to -7.21556987707416\n",
      "INFO: enterprise.signals.signal_base: Setting J0900-3144_NRT.BON.1600_log10_equad to -5.830359626686752\n",
      "INFO: enterprise.signals.signal_base: Setting J0900-3144_NRT.BON.2000_log10_equad to -6.4939784583373825\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_EFF.EBPP.1360_efac to 0.6357253254340707\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_EFF.EBPP.1410_efac to 0.97041992724945\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_EFF.EBPP.2639_efac to 1.0165072251074507\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_JBO.DFB.1400_efac to 1.0506834940877572\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_JBO.DFB.1520_efac to 1.0371949240736495\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_NRT.BON.1400_efac to 1.2266152249296947\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_NRT.BON.1600_efac to 1.1907022071754652\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_NRT.BON.2000_efac to 1.114902558938159\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr1_2_GASP_efac to 1.0616951249042654\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr1_2_GUPPI_efac to 1.081861584628411\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr_800_GASP_efac to 1.1176284226665767\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr_800_GUPPI_efac to 1.1759969862913269\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.1380.1_efac to 1.117531511393699\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.1380.2_efac to 0.95905008645773\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.1380.2.C_efac to 0.9984551024275884\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.328_efac to 1.2369484989417414\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.328.C_efac to 1.2891289682522742\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.382_efac to 0.992160915451269\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.382.C_efac to 0.8913572971018593\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_EFF.EBPP.1360_log10_equad to -5.47625852750802\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_EFF.EBPP.1410_log10_equad to -6.370375897567976\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_EFF.EBPP.2639_log10_equad to -7.1968778908834246\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_JBO.DFB.1400_log10_equad to -7.31409009426702\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_JBO.DFB.1520_log10_equad to -6.072720916928635\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_NRT.BON.1400_log10_equad to -6.433160064221364\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_NRT.BON.1600_log10_equad to -6.023914215850753\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_NRT.BON.2000_log10_equad to -7.028164319799292\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr1_2_GASP_log10_equad to -7.420332253841796\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr1_2_GUPPI_log10_equad to -6.404566251351747\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr_800_GASP_log10_equad to -7.112374879793455\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr_800_GUPPI_log10_equad to -6.309857631611671\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.1380.1_log10_equad to -6.7912593866645965\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.1380.2_log10_equad to -7.269696770417403\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.1380.2.C_log10_equad to -7.447787224331174\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.328_log10_equad to -6.807436263636296\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.328.C_log10_equad to -6.979156900604558\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.382_log10_equad to -6.853869193869292\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_WSRT.P1.382.C_log10_equad to -5.51272926613451\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr1_2_GASP_log10_ecorr to -6.427341816947494\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr1_2_GUPPI_log10_ecorr to -6.290537532710398\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr_800_GASP_log10_ecorr to -7.525201600631805\n",
      "INFO: enterprise.signals.signal_base: Setting J1012+5307_Rcvr_800_GUPPI_log10_ecorr to -6.448703683096607\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_CPSR2_20CM_efac to 1.2167643766328722\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_CPSR2_50CM_efac to 1.3751991279617755\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_EFF.EBPP.1360_efac to 1.0174058904814918\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_EFF.EBPP.1410_efac to 0.6936168905937931\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_EFF.EBPP.2639_efac to 1.7604225388805124\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_JBO.DFB.1400_efac to 1.059918691512492\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_JBO.DFB.1520_efac to 1.2152952220507025\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_NRT.BON.1400_efac to 1.2428529279372795\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_NRT.BON.1600_efac to 0.7563685241187991\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_PDFB_10CM_efac to 0.8328324412029285\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_PDFB_20CM_efac to 1.2614919996335776\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_PDFB_40CM_efac to 3.192838645306917\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_PKS.cpsr2.20cm_legacy_efac to 1.468102114011579\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_WBCORR_10CM_efac to 1.7374045880007463\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_WSRT.P1.1380.C_efac to 0.8494287666871254\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_WSRT.P1.323.C_efac to 2.774631716662146\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_WSRT.P1.367.C_efac to 1.7952117895660171\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_CPSR2_20CM_log10_equad to -5.901570421373177\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_CPSR2_50CM_log10_equad to -6.032318394438271\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_EFF.EBPP.1360_log10_equad to -6.226196309741533\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_EFF.EBPP.1410_log10_equad to -5.55582570494843\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_EFF.EBPP.2639_log10_equad to -5.698405376105123\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_JBO.DFB.1400_log10_equad to -7.004935824559553\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_JBO.DFB.1520_log10_equad to -5.623790197170468\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_NRT.BON.1400_log10_equad to -5.896788390290992\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_NRT.BON.1600_log10_equad to -6.114161327577074\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_PDFB_10CM_log10_equad to -5.667190728093157\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_PDFB_20CM_log10_equad to -5.783049377788092\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_PDFB_40CM_log10_equad to -6.035323401540621\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_PKS.cpsr2.20cm_legacy_log10_equad to -6.055223082573837\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_WBCORR_10CM_log10_equad to -7.107535203078153\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_WSRT.P1.1380.C_log10_equad to -5.964457322604251\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_WSRT.P1.323.C_log10_equad to -6.7462824982552965\n",
      "INFO: enterprise.signals.signal_base: Setting J1022+1001_WSRT.P1.367.C_log10_equad to -5.433276875218748\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_CPSR2_20CM_efac to 1.1093510791543701\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_CPSR2_50CM_efac to 1.3694162145185385\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_EFF.EBPP.1360_efac to 1.0829838630322204\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_EFF.EBPP.1410_efac to 0.8597766004544447\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_EFF.EBPP.2639_efac to 1.2593120761342647\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_JBO.DFB.1400_efac to 1.012345454233442\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_JBO.DFB.1520_efac to 1.1650069231254212\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_NRT.BON.1400_efac to 1.192801096325821\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_NRT.BON.1600_efac to 0.994138671198387\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_NRT.BON.2000_efac to 1.070143608037989\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PDFB_10CM_efac to 1.0408289012867264\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PDFB_20CM_efac to 0.9735891875623613\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PDFB_40CM_efac to 0.89675845865372\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PKS.AFB.20cm_legacy_efac to 1.4271934146817769\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PKS.cpsr2.20cm_legacy_efac to 0.7374692054021322\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PKS.fptm.20cm-legacy_efac to 1.513420570182135\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr1_2_GASP_efac to 0.9079237422215315\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr1_2_GUPPI_efac to 1.141112364357895\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr_800_GASP_efac to 0.9909325655735537\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr_800_GUPPI_efac to 1.1897594309936959\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_WBCORR_10CM_efac to 0.9891267083161062\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_WBCORR_20CM_efac to 1.320358511252842\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_WSRT.P1.1380.C_efac to 1.1297790173412947\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_CPSR2_20CM_log10_equad to -7.076589711773884\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_CPSR2_50CM_log10_equad to -7.1547755666089685\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_EFF.EBPP.1360_log10_equad to -7.318717320679868\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_EFF.EBPP.1410_log10_equad to -7.241484573116394\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_EFF.EBPP.2639_log10_equad to -6.830146063004504\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_JBO.DFB.1400_log10_equad to -7.185930655361004\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_JBO.DFB.1520_log10_equad to -7.284536848244275\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_NRT.BON.1400_log10_equad to -7.517672194464818\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_NRT.BON.1600_log10_equad to -6.019849933649348\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_NRT.BON.2000_log10_equad to -6.742283245955423\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PDFB_10CM_log10_equad to -6.211439208875985\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PDFB_20CM_log10_equad to -7.488327749842836\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PDFB_40CM_log10_equad to -7.387638680458611\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PKS.AFB.20cm_legacy_log10_equad to -7.019744744475682\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PKS.cpsr2.20cm_legacy_log10_equad to -7.102530673886056\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_PKS.fptm.20cm-legacy_log10_equad to -6.930667727708975\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr1_2_GASP_log10_equad to -6.753767944254056\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr1_2_GUPPI_log10_equad to -7.744237101257123\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr_800_GASP_log10_equad to -7.1709395795403\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr_800_GUPPI_log10_equad to -7.755176763943543\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_WBCORR_10CM_log10_equad to -6.755890693173437\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_WBCORR_20CM_log10_equad to -6.97697182953978\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_WSRT.P1.1380.C_log10_equad to -6.970522073517038\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr1_2_GASP_log10_ecorr to -7.111775810436986\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr1_2_GUPPI_log10_ecorr to -6.622317675133027\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr_800_GASP_log10_ecorr to -7.336504053366309\n",
      "INFO: enterprise.signals.signal_base: Setting J1024-0719_Rcvr_800_GUPPI_log10_ecorr to -6.455193517888775\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_CPSR2_20CM_efac to 1.1129508734191897\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_CPSR2_40CM_efac to 3.3382618048249184\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_CPSR2_50CM_efac to 1.1153315371376966\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PDFB_10CM_efac to 0.9489912637646971\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PDFB_20CM_efac to 1.1196212410474227\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PDFB_40CM_efac to 1.5638465819513405\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PDFB_50CM_efac to 4.216478016597649\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PKS.AFB.20cm_legacy_efac to 1.3833476140527021\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PKS.cpsr2.20cm_legacy_efac to 1.5377036081556357\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PKS.fptm.20cm-legacy_efac to 1.9130293112260919\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_WBCORR_10CM_efac to 0.9499530332701253\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_CPSR2_20CM_log10_equad to -6.798496442435244\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_CPSR2_40CM_log10_equad to -6.774637469093408\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_CPSR2_50CM_log10_equad to -6.710710740505381\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PDFB_10CM_log10_equad to -6.913849054519831\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PDFB_20CM_log10_equad to -7.04293707507105\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PDFB_40CM_log10_equad to -6.856716765463024\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PDFB_50CM_log10_equad to -6.806683445143068\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PKS.AFB.20cm_legacy_log10_equad to -7.064595524939699\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PKS.cpsr2.20cm_legacy_log10_equad to -6.706393925720745\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_PKS.fptm.20cm-legacy_log10_equad to -6.7812391030938635\n",
      "INFO: enterprise.signals.signal_base: Setting J1045-4509_WBCORR_10CM_log10_equad to -6.554227135233732\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_JBO.DFB.1520_efac to 1.05896401685496\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_NRT.BON.1400_efac to 1.289019753705312\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_NRT.BON.1600_efac to 1.0533473669856266\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr1_2_GASP_efac to 1.1264195568357807\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr1_2_GUPPI_efac to 1.3267733625491054\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr_800_GASP_efac to 1.4892324517532036\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr_800_GUPPI_efac to 1.3516839258037194\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_JBO.DFB.1520_log10_equad to -6.70049990176924\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_NRT.BON.1400_log10_equad to -7.502952548400195\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_NRT.BON.1600_log10_equad to -7.147932599436169\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr1_2_GASP_log10_equad to -7.332396918576255\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr1_2_GUPPI_log10_equad to -7.6295154326834\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr_800_GASP_log10_equad to -7.354819602981721\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr_800_GUPPI_log10_equad to -7.649987301612104\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr1_2_GASP_log10_ecorr to -5.758357241183289\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr1_2_GUPPI_log10_ecorr to -7.201638059942104\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr_800_GASP_log10_ecorr to -7.381997670155289\n",
      "INFO: enterprise.signals.signal_base: Setting J1455-3330_Rcvr_800_GUPPI_log10_ecorr to -6.935404744505734\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_CPSR2_20CM_efac to 1.089681381100893\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_CPSR2_50CM_efac to 1.302745366811027\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_JBO.DFB.1520_efac to 1.4325164836462003\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_NRT.BON.1400_efac to 1.3534781768141617\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_NRT.BON.1600_efac to 0.9968981208429829\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_NRT.BON.2000_efac to 1.1391576448699068\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_PDFB_10CM_efac to 0.915081792313843\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_PDFB_20CM_efac to 1.0922040536228652\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_PDFB_40CM_efac to 0.7892622630845503\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_PKS.AFB.20cm_legacy_efac to 0.5333320185394769\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_PKS.cpsr2.20cm_legacy_efac to 2.138194218855633\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr1_2_GASP_efac to 1.1417974257190857\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr1_2_GUPPI_efac to 1.0573173392022361\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr_800_GASP_efac to 1.1969193256475854\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr_800_GUPPI_efac to 1.1288812077958252\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_WBCORR_10CM_efac to 0.5496403817923812\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_WBCORR_20CM_efac to 3.630038360475587\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_CPSR2_20CM_log10_equad to -7.275261028391799\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_CPSR2_50CM_log10_equad to -6.8712723879603255\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_JBO.DFB.1520_log10_equad to -7.398181119937567\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_NRT.BON.1400_log10_equad to -7.736119597740007\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_NRT.BON.1600_log10_equad to -7.450061145742775\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_NRT.BON.2000_log10_equad to -7.369477917696796\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_PDFB_10CM_log10_equad to -6.493686179607709\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_PDFB_20CM_log10_equad to -7.622415096598089\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_PDFB_40CM_log10_equad to -7.181179903982931\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_PKS.AFB.20cm_legacy_log10_equad to -6.766880071785828\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_PKS.cpsr2.20cm_legacy_log10_equad to -7.295809686939774\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr1_2_GASP_log10_equad to -7.217635566874722\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr1_2_GUPPI_log10_equad to -7.605829337003234\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr_800_GASP_log10_equad to -7.335682289237549\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr_800_GUPPI_log10_equad to -7.3390182665818635\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_WBCORR_10CM_log10_equad to -7.260016581342541\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_WBCORR_20CM_log10_equad to -6.787447355558139\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr1_2_GASP_log10_ecorr to -7.620834250920598\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr1_2_GUPPI_log10_ecorr to -6.695141757591356\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr_800_GASP_log10_ecorr to -6.412990807209534\n",
      "INFO: enterprise.signals.signal_base: Setting J1600-3053_Rcvr_800_GUPPI_log10_ecorr to -6.125165880971796\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_CPSR2_20CM_efac to 1.0095314631663046\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_CPSR2_50CM_efac to 0.9941358975680235\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PDFB_10CM_efac to 1.1883385592054965\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PDFB_20CM_efac to 0.7328595652474551\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PDFB_40CM_efac to 1.0680477105373845\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PKS.AFB.20cm_legacy_efac to 1.2056428388578668\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PKS.cpsr2.20cm_legacy_efac to 1.301541157360809\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PKS.fptm.20cm-legacy_efac to 1.5044563241073214\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_WBCORR_10CM_efac to 1.0491421082841523\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_WBCORR_20CM_efac to 1.5070647717602992\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_CPSR2_20CM_log10_equad to -7.142362248179002\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_CPSR2_50CM_log10_equad to -5.637270317301135\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PDFB_10CM_log10_equad to -7.25505099454129\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PDFB_20CM_log10_equad to -5.852871111025298\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PDFB_40CM_log10_equad to -7.105094909020775\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PKS.AFB.20cm_legacy_log10_equad to -7.114011783577712\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PKS.cpsr2.20cm_legacy_log10_equad to -6.734342827723239\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_PKS.fptm.20cm-legacy_log10_equad to -7.176427953117868\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_WBCORR_10CM_log10_equad to -7.022339453076745\n",
      "INFO: enterprise.signals.signal_base: Setting J1603-7202_WBCORR_20CM_log10_equad to -6.967814770377261\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr1_2_GASP_efac to 1.1224385561404298\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr1_2_GUPPI_efac to 1.0613004743690828\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr_800_GASP_efac to 0.9097721001252332\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr_800_GUPPI_efac to 1.0133454637210964\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr1_2_GASP_log10_equad to -7.268961334934809\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr1_2_GUPPI_log10_equad to -7.791144101741803\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr_800_GASP_log10_equad to -7.312190550233116\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr_800_GUPPI_log10_equad to -7.599647827647844\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr1_2_GASP_log10_ecorr to -7.425379137225507\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr1_2_GUPPI_log10_ecorr to -7.5877839784039764\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr_800_GASP_log10_ecorr to -5.620736716085544\n",
      "INFO: enterprise.signals.signal_base: Setting J1614-2230_Rcvr_800_GUPPI_log10_ecorr to -6.659380284499139\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_430_ASP_efac to 1.2268864778103596\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_430_PUPPI_efac to 1.1269473195152526\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_EFF.EBPP.1360_efac to 0.9575405506515793\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_EFF.EBPP.1410_efac to 0.9657595146983383\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_EFF.EBPP.2639_efac to 0.9532847706371755\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_JBO.DFB.1400_efac to 0.9864278700572243\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_JBO.DFB.1520_efac to 1.274967751895691\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_L-wide_ASP_efac to 1.0709164132868323\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_L-wide_PUPPI_efac to 1.2376296761471637\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_NRT.BON.1400_efac to 1.276080860704836\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_NRT.BON.1600_efac to 1.1287619716157906\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_WSRT.P1.1380.C_efac to 1.2350556201014886\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_430_ASP_log10_equad to -6.251437546110741\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_430_PUPPI_log10_equad to -6.972738290501537\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_EFF.EBPP.1360_log10_equad to -7.237335979691397\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_EFF.EBPP.1410_log10_equad to -6.383984667093404\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_EFF.EBPP.2639_log10_equad to -7.229882104173711\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_JBO.DFB.1400_log10_equad to -7.080072291221815\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_JBO.DFB.1520_log10_equad to -7.498271573980434\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_L-wide_ASP_log10_equad to -7.692458076029571\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_L-wide_PUPPI_log10_equad to -7.866098186672785\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_NRT.BON.1400_log10_equad to -6.530584868452854\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_NRT.BON.1600_log10_equad to -7.238925062021187\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_WSRT.P1.1380.C_log10_equad to -7.124449958548754\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_430_ASP_log10_ecorr to -6.472637968729947\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_430_PUPPI_log10_ecorr to -6.215515667843492\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_L-wide_ASP_log10_ecorr to -6.3820823283838\n",
      "INFO: enterprise.signals.signal_base: Setting J1640+2224_L-wide_PUPPI_log10_ecorr to -6.570446598224351\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_CPSR2_20CM_efac to 1.5782224379309195\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_CPSR2_50CM_efac to 1.3917000935025994\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_EFF.EBPP.1360_efac to 1.122987773626916\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_EFF.EBPP.1410_efac to 1.1937000433597678\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_EFF.EBPP.2639_efac to 1.3109054407063507\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_JBO.DFB.1400_efac to 0.9578585891117578\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_JBO.DFB.1520_efac to 1.0084793120356768\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_NRT.BON.1400_efac to 1.5761853193020579\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_NRT.BON.1600_efac to 1.3655377541056362\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_NRT.BON.2000_efac to 1.2235013328589914\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PDFB_10CM_efac to 1.164591315568989\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PDFB_20CM_efac to 1.2879029416728243\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PDFB_40CM_efac to 1.9270224334423491\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PKS.AFB.20cm_legacy_efac to 1.1217319823831178\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PKS.cpsr2.20cm_legacy_efac to 4.426101839375238\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PKS.fptm.20cm-legacy_efac to 1.3953697652366952\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr1_2_GASP_efac to 1.0309819679991674\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr1_2_GUPPI_efac to 1.1727350699942738\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr_800_GASP_efac to 1.4699698660746523\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr_800_GUPPI_efac to 1.118838769188732\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_WBCORR_10CM_efac to 1.5695359431915756\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_WSRT.P1.1380.C_efac to 1.0382826310354305\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_CPSR2_20CM_log10_equad to -7.039551748683544\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_CPSR2_50CM_log10_equad to -6.269083928808917\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_EFF.EBPP.1360_log10_equad to -7.184717366814735\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_EFF.EBPP.1410_log10_equad to -7.221470414021851\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_EFF.EBPP.2639_log10_equad to -5.7835358364292375\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_JBO.DFB.1400_log10_equad to -6.4528265050702425\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_JBO.DFB.1520_log10_equad to -5.639169903639862\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_NRT.BON.1400_log10_equad to -6.330231486359427\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_NRT.BON.1600_log10_equad to -7.302961591216015\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_NRT.BON.2000_log10_equad to -7.040042885685809\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PDFB_10CM_log10_equad to -6.437471538013003\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PDFB_20CM_log10_equad to -7.3034602027770275\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PDFB_40CM_log10_equad to -7.0365977231714965\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PKS.AFB.20cm_legacy_log10_equad to -7.1039084993013475\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PKS.cpsr2.20cm_legacy_log10_equad to -6.593933107403093\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_PKS.fptm.20cm-legacy_log10_equad to -6.5589024291417255\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr1_2_GASP_log10_equad to -7.307711415572148\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr1_2_GUPPI_log10_equad to -7.273943389907484\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr_800_GASP_log10_equad to -7.287403789043229\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr_800_GUPPI_log10_equad to -5.834536065205399\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_WBCORR_10CM_log10_equad to -7.066944349213921\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_WSRT.P1.1380.C_log10_equad to -6.9745005197847485\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr1_2_GASP_log10_ecorr to -5.973164600348614\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr1_2_GUPPI_log10_ecorr to -6.173027356097258\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr_800_GASP_log10_ecorr to -5.770511210737001\n",
      "INFO: enterprise.signals.signal_base: Setting J1643-1224_Rcvr_800_GUPPI_log10_ecorr to -5.4862920757332665\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_CPSR2_20CM_efac to 1.0393529489757516\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_CPSR2_50CM_efac to 0.7655322021618504\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_EFF.EBPP.1360_efac to 0.5493576003278265\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_EFF.EBPP.1410_efac to 0.9231945887232106\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_EFF.EBPP.2639_efac to 1.135350959745807\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_JBO.DFB.1400_efac to 1.0713868734666976\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_JBO.DFB.1520_efac to 2.0090755386008894\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_JBO.DFB.5000_efac to 1.7468129221809598\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-band_ABPP_efac to 1.5108196018206101\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-band_Mark3a_efac to 1.918044574231351\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-band_Mark3b_efac to 1.0089450455068123\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-band_Mark4_efac to 1.265922614157351\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-wide_ASP_efac to 1.0264255991912263\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-wide_PUPPI_efac to 1.160260327752434\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_NRT.BON.1400_efac to 1.1012367812451913\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_NRT.BON.1600_efac to 1.0323299693335661\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_NRT.BON.2000_efac to 1.099456680673824\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PDFB_10CM_efac to 1.043253038523936\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PDFB_20CM_efac to 0.8825334995779116\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PDFB_40CM_efac to 0.8536564606512873\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PKS.AFB.20cm_legacy_efac to 2.587937042900983\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PKS.cpsr2.20cm_legacy_efac to 0.8984376068977237\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PKS.fptm.20cm-legacy_efac to 1.640149647621988\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr1_2_GASP_efac to 1.0549399855373731\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr1_2_GUPPI_efac to 1.1961417069081386\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr_800_GASP_efac to 1.1900710586440688\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr_800_GUPPI_efac to 1.0598444987774975\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_S-band_ABPP_efac to 2.7132356323839235\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_S-band_Mark4_efac to 2.3821732859757017\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_S-wide_ASP_efac to 1.1166018180229933\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_S-wide_PUPPI_efac to 1.081995835397225\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WBCORR_10CM_efac to 0.3121200067281483\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WBCORR_20CM_efac to 1.8593637071585367\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.1380.1_efac to 0.5792462650362755\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.1380.2_efac to 0.5595230143710279\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.1380.2.C_efac to 0.5989190340012798\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.2273.C_efac to 1.118330976698451\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.840_efac to 0.8658809208608252\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.840.C_efac to 0.9918646768000309\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_CPSR2_20CM_log10_equad to -6.747656386350427\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_CPSR2_50CM_log10_equad to -5.8603189030200955\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_EFF.EBPP.1360_log10_equad to -6.116609001767319\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_EFF.EBPP.1410_log10_equad to -6.404151630642765\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_EFF.EBPP.2639_log10_equad to -6.683977263614992\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_JBO.DFB.1400_log10_equad to -6.05320724633549\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_JBO.DFB.1520_log10_equad to -6.979004526772391\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_JBO.DFB.5000_log10_equad to -6.825315211870808\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-band_ABPP_log10_equad to -6.798427637099573\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-band_Mark3a_log10_equad to -6.246972466460787\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-band_Mark3b_log10_equad to -6.381455953243425\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-band_Mark4_log10_equad to -6.847266678912298\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-wide_ASP_log10_equad to -7.580142870329513\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-wide_PUPPI_log10_equad to -8.225157472796532\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_NRT.BON.1400_log10_equad to -6.432752763761139\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_NRT.BON.1600_log10_equad to -7.407340507322826\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_NRT.BON.2000_log10_equad to -6.993803973359837\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PDFB_10CM_log10_equad to -6.658375119379839\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PDFB_20CM_log10_equad to -6.604297198353355\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PDFB_40CM_log10_equad to -6.7756768788651565\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PKS.AFB.20cm_legacy_log10_equad to -6.677223349415955\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PKS.cpsr2.20cm_legacy_log10_equad to -7.006071790078926\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_PKS.fptm.20cm-legacy_log10_equad to -7.181630216416224\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr1_2_GASP_log10_equad to -7.351539266696286\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr1_2_GUPPI_log10_equad to -7.64741238933246\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr_800_GASP_log10_equad to -7.63462450913686\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr_800_GUPPI_log10_equad to -7.302105668110099\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_S-band_ABPP_log10_equad to -7.411206692080843\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_S-band_Mark4_log10_equad to -6.729191602458303\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_S-wide_ASP_log10_equad to -7.998996534697684\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_S-wide_PUPPI_log10_equad to -7.318134656307443\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WBCORR_10CM_log10_equad to -6.267821590513385\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WBCORR_20CM_log10_equad to -6.757817873280667\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.1380.1_log10_equad to -6.993393994977484\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.1380.2_log10_equad to -7.620557887051195\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.1380.2.C_log10_equad to -7.5386098255029115\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.2273.C_log10_equad to -7.334890576464039\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.840_log10_equad to -6.951630125524901\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_WSRT.P1.840.C_log10_equad to -7.18665867365938\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-wide_ASP_log10_ecorr to -6.8857808306851815\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_L-wide_PUPPI_log10_ecorr to -6.958683290751684\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr1_2_GASP_log10_ecorr to -6.822242171262974\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr1_2_GUPPI_log10_ecorr to -7.323522442871556\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr_800_GASP_log10_ecorr to -6.300413787143646\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_Rcvr_800_GUPPI_log10_ecorr to -6.588167819885605\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_S-wide_ASP_log10_ecorr to -6.9222799547521765\n",
      "INFO: enterprise.signals.signal_base: Setting J1713+0747_S-wide_PUPPI_log10_ecorr to -6.906773842613609\n",
      "INFO: enterprise.signals.signal_base: Setting J1721-2457_NRT.BON.1400_efac to 0.4703561029524737\n",
      "INFO: enterprise.signals.signal_base: Setting J1721-2457_NRT.BON.1600_efac to 1.4335825899226737\n",
      "INFO: enterprise.signals.signal_base: Setting J1721-2457_WSRT.P1.1380_efac to 2.518480253249504\n",
      "INFO: enterprise.signals.signal_base: Setting J1721-2457_WSRT.P1.1380.C_efac to 2.415910229040361\n",
      "INFO: enterprise.signals.signal_base: Setting J1721-2457_NRT.BON.1400_log10_equad to -5.039331846062309\n",
      "INFO: enterprise.signals.signal_base: Setting J1721-2457_NRT.BON.1600_log10_equad to -6.621542347880126\n",
      "INFO: enterprise.signals.signal_base: Setting J1721-2457_WSRT.P1.1380_log10_equad to -6.756464859263694\n",
      "INFO: enterprise.signals.signal_base: Setting J1721-2457_WSRT.P1.1380.C_log10_equad to -6.695181500573307\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_CPSR2_20CM_efac to 1.2034118787207795\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_CPSR2_50CM_efac to 1.2280497064829932\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_EFF.EBPP.1360_efac to 0.7638102140328822\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_EFF.EBPP.1410_efac to 1.0136868763218898\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_EFF.EBPP.2639_efac to 1.3547001555307092\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_JBO.DFB.1400_efac to 1.7560392495583825\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_JBO.DFB.1520_efac to 1.2891863886247563\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_NRT.BON.1400_efac to 0.9276607859487442\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_NRT.BON.1600_efac to 1.0900094544075618\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_NRT.BON.2000_efac to 1.2450905025695793\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PDFB_10CM_efac to 1.2144886860106041\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PDFB_20CM_efac to 1.1802644718610626\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PDFB_40CM_efac to 1.2206104981489916\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PKS.AFB.20cm_legacy_efac to 1.0044139696095802\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PKS.cpsr2.20cm_legacy_efac to 3.389426220686838\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PKS.fptm.20cm-legacy_efac to 1.9506932981253864\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_WBCORR_10CM_efac to 1.4670787498159372\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_WBCORR_20CM_efac to 2.743455308780331\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_CPSR2_20CM_log10_equad to -6.701444776651763\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_CPSR2_50CM_log10_equad to -6.311247570465925\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_EFF.EBPP.1360_log10_equad to -7.165666809918324\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_EFF.EBPP.1410_log10_equad to -6.899254975893225\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_EFF.EBPP.2639_log10_equad to -6.720439918092484\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_JBO.DFB.1400_log10_equad to -6.588991251865204\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_JBO.DFB.1520_log10_equad to -7.222693037454217\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_NRT.BON.1400_log10_equad to -5.876955717865271\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_NRT.BON.1600_log10_equad to -6.831540723154401\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_NRT.BON.2000_log10_equad to -7.001844759932361\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PDFB_10CM_log10_equad to -7.026162878873915\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PDFB_20CM_log10_equad to -6.485617589925986\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PDFB_40CM_log10_equad to -7.203619399455408\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PKS.AFB.20cm_legacy_log10_equad to -6.8863632914131\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PKS.cpsr2.20cm_legacy_log10_equad to -6.5737876202413394\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_PKS.fptm.20cm-legacy_log10_equad to -7.145951271119438\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_WBCORR_10CM_log10_equad to -6.638615031569105\n",
      "INFO: enterprise.signals.signal_base: Setting J1730-2304_WBCORR_20CM_log10_equad to -6.435182612054145\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.10CM.PDFB1_efac to 1.611095542876617\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.10CM.PDFB2_efac to 0.7874292743673587\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.10CM.PDFB4_efac to 1.0792767976290711\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.20CM.DFB234_efac to 1.0354775198253805\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.20CM.PDFB1_efac to 1.3925799902260978\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.50CM.CPSR2_efac to 1.340390550466095\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.50CM.PDFB3_efac to 1.3243564699058408\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.AFB.20cm_legacy_efac to 1.150249925844805\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.CPSR2.20CM_efac to 0.962165233474727\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.cpsr2.20cm_legacy_efac to 0.6892052225468863\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.10CM.PDFB1_log10_equad to -6.746204763758287\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.10CM.PDFB2_log10_equad to -6.856800202033655\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.10CM.PDFB4_log10_equad to -6.560612271729169\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.20CM.DFB234_log10_equad to -6.717859574980044\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.20CM.PDFB1_log10_equad to -6.279386049037695\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.50CM.CPSR2_log10_equad to -7.079524519696528\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.50CM.PDFB3_log10_equad to -6.911223236505554\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.AFB.20cm_legacy_log10_equad to -6.8632670207001585\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.CPSR2.20CM_log10_equad to -7.102257843622512\n",
      "INFO: enterprise.signals.signal_base: Setting J1732-5049_PKS.cpsr2.20cm_legacy_log10_equad to -7.18233979456675\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_JBO.DFB.1520_efac to 1.1262854352417444\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_L-wide_ASP_efac to 1.1411322640522443\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_L-wide_PUPPI_efac to 1.1557379838083355\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_NRT.BON.1400_efac to 1.1491465911203598\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_NRT.BON.1600_efac to 1.147993274202351\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_S-wide_ASP_efac to 0.9451965827781138\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_S-wide_PUPPI_efac to 1.0464421826351629\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_JBO.DFB.1520_log10_equad to -7.1095416462442325\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_L-wide_ASP_log10_equad to -7.55348581667405\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_L-wide_PUPPI_log10_equad to -7.402477945002984\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_NRT.BON.1400_log10_equad to -7.355461646736326\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_NRT.BON.1600_log10_equad to -7.120153726481212\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_S-wide_ASP_log10_equad to -7.586662431945847\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_S-wide_PUPPI_log10_equad to -7.638165412723272\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_L-wide_ASP_log10_ecorr to -7.133126185334502\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_L-wide_PUPPI_log10_ecorr to -7.114035028749583\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_S-wide_ASP_log10_ecorr to -7.382471049515562\n",
      "INFO: enterprise.signals.signal_base: Setting J1738+0333_S-wide_PUPPI_log10_ecorr to -7.5759300517244315\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_430_ASP_efac to 1.0241655264371299\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_430_PUPPI_efac to 1.0684164106547063\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_L-wide_ASP_efac to 1.0312562714991567\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_L-wide_PUPPI_efac to 1.0477590819680271\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_430_ASP_log10_equad to -6.773086966031901\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_430_PUPPI_log10_equad to -6.84388886732142\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_L-wide_ASP_log10_equad to -7.5530609697283575\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_L-wide_PUPPI_log10_equad to -7.342400517028569\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_430_ASP_log10_ecorr to -6.712980864350679\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_430_PUPPI_log10_ecorr to -7.045487610436497\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_L-wide_ASP_log10_ecorr to -6.755970456476629\n",
      "INFO: enterprise.signals.signal_base: Setting J1741+1351_L-wide_PUPPI_log10_ecorr to -7.234708071566923\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_CPSR2_20CM_efac to 1.1641174513525325\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_CPSR2_50CM_efac to 1.4022804814938423\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_EFF.EBPP.1360_efac to 0.25443266985360524\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_EFF.EBPP.1410_efac to 0.941446840235417\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_EFF.EBPP.2639_efac to 0.772907396649162\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_JBO.DFB.1520_efac to 1.001737418965977\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_NRT.BON.1400_efac to 1.3588620593638685\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_NRT.BON.1600_efac to 1.1743033640254263\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_NRT.BON.2000_efac to 1.1861689219863645\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PDFB_10CM_efac to 1.0000370779148136\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PDFB_20CM_efac to 1.068896301780164\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PDFB_40CM_efac to 1.443441301657793\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PKS.AFB.20cm_legacy_efac to 3.288585426453292\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PKS.cpsr2.20cm_legacy_efac to 1.5931833798837687\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PKS.fptm.20cm-legacy_efac to 1.5952757797084767\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr1_2_GASP_efac to 1.0120083096448393\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr1_2_GUPPI_efac to 1.2168315741883666\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr_800_GASP_efac to 1.1905670408416267\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr_800_GUPPI_efac to 1.0475008411750533\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_WBCORR_10CM_efac to 1.1923717677950219\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_WBCORR_20CM_efac to 6.457695506403045\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_WSRT.P1.323.C_efac to 1.0206359420752187\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_WSRT.P1.367.C_efac to 1.0637271807701387\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_CPSR2_20CM_log10_equad to -6.201688175926256\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_CPSR2_50CM_log10_equad to -6.014125001219935\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_EFF.EBPP.1360_log10_equad to -6.101254115579169\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_EFF.EBPP.1410_log10_equad to -6.053471015575675\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_EFF.EBPP.2639_log10_equad to -6.086836999196443\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_JBO.DFB.1520_log10_equad to -7.102066054251701\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_NRT.BON.1400_log10_equad to -6.382301024963603\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_NRT.BON.1600_log10_equad to -6.4841052876795295\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_NRT.BON.2000_log10_equad to -7.517309193736176\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PDFB_10CM_log10_equad to -6.652519863919131\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PDFB_20CM_log10_equad to -6.621555068616589\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PDFB_40CM_log10_equad to -7.522133118186291\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PKS.AFB.20cm_legacy_log10_equad to -6.610226281417001\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PKS.cpsr2.20cm_legacy_log10_equad to -6.3395362793381365\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_PKS.fptm.20cm-legacy_log10_equad to -7.492262076499142\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr1_2_GASP_log10_equad to -6.6303283601729035\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr1_2_GUPPI_log10_equad to -6.737354346059119\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr_800_GASP_log10_equad to -6.487687274783502\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr_800_GUPPI_log10_equad to -6.554163445878555\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_WBCORR_10CM_log10_equad to -6.973608735759357\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_WBCORR_20CM_log10_equad to -6.696358967384503\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_WSRT.P1.323.C_log10_equad to -6.863539306068418\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_WSRT.P1.367.C_log10_equad to -6.958637044640208\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr1_2_GASP_log10_ecorr to -6.156665159095924\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr1_2_GUPPI_log10_ecorr to -6.464327191966846\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr_800_GASP_log10_ecorr to -6.323564684053187\n",
      "INFO: enterprise.signals.signal_base: Setting J1744-1134_Rcvr_800_GUPPI_log10_ecorr to -6.484918477542425\n",
      "INFO: enterprise.signals.signal_base: Setting J1751-2857_JBO.DFB.1520_efac to 1.3903422920574373\n",
      "INFO: enterprise.signals.signal_base: Setting J1751-2857_NRT.BON.1400_efac to 1.5904412063939901\n",
      "INFO: enterprise.signals.signal_base: Setting J1751-2857_NRT.BON.1600_efac to 1.1526820688578532\n",
      "INFO: enterprise.signals.signal_base: Setting J1751-2857_JBO.DFB.1520_log10_equad to -6.816636048248857\n",
      "INFO: enterprise.signals.signal_base: Setting J1751-2857_NRT.BON.1400_log10_equad to -7.258848183475067\n",
      "INFO: enterprise.signals.signal_base: Setting J1751-2857_NRT.BON.1600_log10_equad to -6.870627915832022\n",
      "INFO: enterprise.signals.signal_base: Setting J1801-1417_JBO.DFB.1520_efac to 0.9391640505467209\n",
      "INFO: enterprise.signals.signal_base: Setting J1801-1417_NRT.BON.1400_efac to 1.7289643074310677\n",
      "INFO: enterprise.signals.signal_base: Setting J1801-1417_NRT.BON.1600_efac to 1.5257336812073823\n",
      "INFO: enterprise.signals.signal_base: Setting J1801-1417_JBO.DFB.1520_log10_equad to -6.81702380519041\n",
      "INFO: enterprise.signals.signal_base: Setting J1801-1417_NRT.BON.1400_log10_equad to -7.285257527762315\n",
      "INFO: enterprise.signals.signal_base: Setting J1801-1417_NRT.BON.1600_log10_equad to -6.966409121842949\n",
      "INFO: enterprise.signals.signal_base: Setting J1802-2124_JBO.DFB.1520_efac to 0.9531522484537479\n",
      "INFO: enterprise.signals.signal_base: Setting J1802-2124_NRT.BON.1400_efac to 1.0406013189048502\n",
      "INFO: enterprise.signals.signal_base: Setting J1802-2124_NRT.BON.1600_efac to 1.0375594095151623\n",
      "INFO: enterprise.signals.signal_base: Setting J1802-2124_NRT.BON.2000_efac to 1.0365547317185249\n",
      "INFO: enterprise.signals.signal_base: Setting J1802-2124_JBO.DFB.1520_log10_equad to -7.148927671841993\n",
      "INFO: enterprise.signals.signal_base: Setting J1802-2124_NRT.BON.1400_log10_equad to -7.004621696498214\n",
      "INFO: enterprise.signals.signal_base: Setting J1802-2124_NRT.BON.1600_log10_equad to -7.164413446846985\n",
      "INFO: enterprise.signals.signal_base: Setting J1802-2124_NRT.BON.2000_log10_equad to -6.306088172682268\n",
      "INFO: enterprise.signals.signal_base: Setting J1804-2717_JBO.DFB.1520_efac to 1.0785943589419096\n",
      "INFO: enterprise.signals.signal_base: Setting J1804-2717_NRT.BON.1400_efac to 0.9332025335348816\n",
      "INFO: enterprise.signals.signal_base: Setting J1804-2717_NRT.BON.1600_efac to 1.1756521215738773\n",
      "INFO: enterprise.signals.signal_base: Setting J1804-2717_JBO.DFB.1520_log10_equad to -6.828845442945992\n",
      "INFO: enterprise.signals.signal_base: Setting J1804-2717_NRT.BON.1400_log10_equad to -6.065704341466209\n",
      "INFO: enterprise.signals.signal_base: Setting J1804-2717_NRT.BON.1600_log10_equad to -6.796822932090835\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_CPSR2_20CM_efac to 1.0982697779375745\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_CPSR2_50CM_efac to 1.6307324647606374\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB1_10CM_efac to 0.9513696452503282\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB1_20CM_efac to 0.7697921963625782\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB1_early_10CM_efac to 0.6383466286052867\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB1_early_20CM_efac to 2.6002528231775086\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB_10CM_efac to 1.1272129182998445\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB_20CM_efac to 1.8068409367226732\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB_40CM_efac to 2.9913292932634135\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_CPSR2_20CM_log10_equad to -7.514986809660746\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_CPSR2_50CM_log10_equad to -5.948682718586001\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB1_10CM_log10_equad to -7.1987958879086245\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB1_20CM_log10_equad to -7.233194271841252\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB1_early_10CM_log10_equad to -6.8658970199979965\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB1_early_20CM_log10_equad to -6.985879955921725\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB_10CM_log10_equad to -6.953678875333386\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB_20CM_log10_equad to -6.915786146029676\n",
      "INFO: enterprise.signals.signal_base: Setting J1824-2452A_PDFB_40CM_log10_equad to -6.8304084032710914\n",
      "INFO: enterprise.signals.signal_base: Setting J1843-1113_JBO.DFB.1520_efac to 0.6733700934174766\n",
      "INFO: enterprise.signals.signal_base: Setting J1843-1113_NRT.BON.1400_efac to 1.4180453376438806\n",
      "INFO: enterprise.signals.signal_base: Setting J1843-1113_NRT.BON.1600_efac to 1.0895547395711185\n",
      "INFO: enterprise.signals.signal_base: Setting J1843-1113_WSRT.P1.1380_efac to 1.116855639902787\n",
      "INFO: enterprise.signals.signal_base: Setting J1843-1113_WSRT.P1.1380.C_efac to 1.281649221698678\n",
      "INFO: enterprise.signals.signal_base: Setting J1843-1113_JBO.DFB.1520_log10_equad to -5.222199931083017\n",
      "INFO: enterprise.signals.signal_base: Setting J1843-1113_NRT.BON.1400_log10_equad to -7.320548713228348\n",
      "INFO: enterprise.signals.signal_base: Setting J1843-1113_NRT.BON.1600_log10_equad to -7.142903948290848\n",
      "INFO: enterprise.signals.signal_base: Setting J1843-1113_WSRT.P1.1380_log10_equad to -6.906362600933003\n",
      "INFO: enterprise.signals.signal_base: Setting J1843-1113_WSRT.P1.1380.C_log10_equad to -6.827547447390401\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_430_ASP_efac to 1.0720657812672434\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_430_PUPPI_efac to 1.0678006970906606\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_JBO.DFB.1520_efac to 1.0933982614166935\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_L-wide_ASP_efac to 1.1400259514809836\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_L-wide_PUPPI_efac to 1.1554262130391095\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_NRT.BON.1400_efac to 1.00726884839637\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_NRT.BON.1600_efac to 0.9938220051055013\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_430_ASP_log10_equad to -7.077783583925819\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_430_PUPPI_log10_equad to -7.255030880251007\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_JBO.DFB.1520_log10_equad to -7.03931178515294\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_L-wide_ASP_log10_equad to -7.617945900353927\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_L-wide_PUPPI_log10_equad to -7.71722686347959\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_NRT.BON.1400_log10_equad to -6.0404597907307105\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_NRT.BON.1600_log10_equad to -6.9149770627729765\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_430_ASP_log10_ecorr to -7.158541923680128\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_430_PUPPI_log10_ecorr to -5.897238316227684\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_L-wide_ASP_log10_ecorr to -7.533935207777925\n",
      "INFO: enterprise.signals.signal_base: Setting J1853+1303_L-wide_PUPPI_log10_ecorr to -6.489661947866566\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_430_ASP_efac to 1.1353257567831263\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_430_PUPPI_efac to 1.1179187291870052\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_CPSR2_20CM_efac to 0.8065982470888629\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_CPSR2_50CM_efac to 1.0271761924606082\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_EFF.EBPP.1360_efac to 0.3334270096154776\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_EFF.EBPP.1410_efac to 0.8494868469262186\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_EFF.EBPP.2639_efac to 1.0311244036498004\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_JBO.DFB.1400_efac to 1.1350450675575448\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_JBO.DFB.1520_efac to 0.6006672692804744\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_L-wide_ASP_efac to 1.1442703255947644\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_L-wide_PUPPI_efac to 1.5116878324660221\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_NRT.BON.1400_efac to 0.8034790503561425\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_NRT.BON.1600_efac to 1.2144068096205816\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_NRT.BON.2000_efac to 1.165471171007957\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_PDFB_10CM_efac to 1.0871903532350884\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_PDFB_20CM_efac to 1.127266547382784\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_PDFB_40CM_efac to 0.9987783144608017\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_PKS.cpsr2.20cm_legacy_efac to 1.4145813808145218\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_WBCORR_10CM_efac to 0.8118264119241321\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_WBCORR_20CM_efac to 1.9496536317965836\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_WSRT.P1.1380.C_efac to 1.3399494783801447\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_kaspi_efac to 0.8433678888403878\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_430_ASP_log10_equad to -7.2264520761119755\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_430_PUPPI_log10_equad to -7.05971636217675\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_CPSR2_20CM_log10_equad to -7.001321007221868\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_CPSR2_50CM_log10_equad to -6.621573868088131\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_EFF.EBPP.1360_log10_equad to -5.5610457569294445\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_EFF.EBPP.1410_log10_equad to -7.150933339366881\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_EFF.EBPP.2639_log10_equad to -5.941487465667028\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_JBO.DFB.1400_log10_equad to -6.742871842301633\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_JBO.DFB.1520_log10_equad to -5.706394119183273\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_L-wide_ASP_log10_equad to -6.321374793600988\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_L-wide_PUPPI_log10_equad to -6.416782084883587\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_NRT.BON.1400_log10_equad to -5.981740729364265\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_NRT.BON.1600_log10_equad to -7.054003328771131\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_NRT.BON.2000_log10_equad to -6.747378969213357\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_PDFB_10CM_log10_equad to -7.091332434373331\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_PDFB_20CM_log10_equad to -7.103762965959012\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_PDFB_40CM_log10_equad to -6.985653804343211\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_PKS.cpsr2.20cm_legacy_log10_equad to -6.665503558735421\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_WBCORR_10CM_log10_equad to -7.113978930251877\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_WBCORR_20CM_log10_equad to -5.815030530984984\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_WSRT.P1.1380.C_log10_equad to -5.969469218709753\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_kaspi_log10_equad to -6.166900262033359\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_430_ASP_log10_ecorr to -6.109676364186272\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_430_PUPPI_log10_ecorr to -7.045023197828492\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_L-wide_ASP_log10_ecorr to -6.0729222883800675\n",
      "INFO: enterprise.signals.signal_base: Setting J1857+0943_L-wide_PUPPI_log10_ecorr to -6.45889833282822\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_L-wide_ASP_efac to 1.176604066043585\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_L-wide_PUPPI_efac to 1.1813806793731132\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_S-wide_ASP_efac to 0.8387637384964373\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_S-wide_PUPPI_efac to 1.120032855631181\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_L-wide_ASP_log10_equad to -7.1520516249698405\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_L-wide_PUPPI_log10_equad to -7.592703350527445\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_S-wide_ASP_log10_equad to -6.230007636310292\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_S-wide_PUPPI_log10_equad to -7.51126913074776\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_L-wide_ASP_log10_ecorr to -7.233065468324004\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_L-wide_PUPPI_log10_ecorr to -5.957132167196923\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_S-wide_ASP_log10_ecorr to -7.357913918666095\n",
      "INFO: enterprise.signals.signal_base: Setting J1903+0327_S-wide_PUPPI_log10_ecorr to -7.19015845306828\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_CPSR2_20CM_efac to 0.9957694403538463\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_CPSR2_50CM_efac to 1.1219723851434589\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_NRT.BON.1400_efac to 1.1798333674951174\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_NRT.BON.1600_efac to 1.023265703025794\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_NRT.BON.2000_efac to 1.1861310772650082\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_PDFB_10CM_efac to 1.0948260186416898\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_PDFB_20CM_efac to 1.2463951407243932\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_PDFB_40CM_efac to 0.7267030409985474\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr1_2_GASP_efac to 0.9842276883240005\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr1_2_GUPPI_efac to 1.0337758769576721\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr_800_GASP_efac to 0.9817491411801278\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr_800_GUPPI_efac to 1.0538589077414318\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_WBCORR_10CM_efac to 1.0307717776705656\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_WBCORR_20CM_efac to 1.722823038717753\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_CPSR2_20CM_log10_equad to -7.151258396945051\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_CPSR2_50CM_log10_equad to -6.563391987536809\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_NRT.BON.1400_log10_equad to -7.156472739948493\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_NRT.BON.1600_log10_equad to -7.144169747069361\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_NRT.BON.2000_log10_equad to -7.541533131670336\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_PDFB_10CM_log10_equad to -7.484694930246615\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_PDFB_20CM_log10_equad to -6.997215478805213\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_PDFB_40CM_log10_equad to -7.720916873079513\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr1_2_GASP_log10_equad to -7.528290336955628\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr1_2_GUPPI_log10_equad to -7.801956650689398\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr_800_GASP_log10_equad to -6.633167330018978\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr_800_GUPPI_log10_equad to -7.375570843848442\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_WBCORR_10CM_log10_equad to -6.432445587324377\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_WBCORR_20CM_log10_equad to -7.166221948095679\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr1_2_GASP_log10_ecorr to -8.033747308693872\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr1_2_GUPPI_log10_ecorr to -7.210537645262375\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr_800_GASP_log10_ecorr to -6.857064553087693\n",
      "INFO: enterprise.signals.signal_base: Setting J1909-3744_Rcvr_800_GUPPI_log10_ecorr to -6.7054078664288355\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_JBO.DFB.1520_efac to 0.8026943119673258\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_L-wide_ASP_efac to 1.1017460793299232\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_L-wide_PUPPI_efac to 1.2488590152338934\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_NRT.BON.1400_efac to 1.132606798214343\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_NRT.BON.1600_efac to 1.039495627661899\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_S-wide_ASP_efac to 0.954134403200782\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_S-wide_PUPPI_efac to 1.2997589901693773\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_JBO.DFB.1520_log10_equad to -7.017434227197157\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_L-wide_ASP_log10_equad to -7.306789751369935\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_L-wide_PUPPI_log10_equad to -7.724556409957656\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_NRT.BON.1400_log10_equad to -7.381218863736684\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_NRT.BON.1600_log10_equad to -6.973399433978077\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_S-wide_ASP_log10_equad to -6.168723860802177\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_S-wide_PUPPI_log10_equad to -7.390461493627742\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_L-wide_ASP_log10_ecorr to -5.942608599072806\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_L-wide_PUPPI_log10_ecorr to -6.705508759368764\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_S-wide_ASP_log10_ecorr to -7.336151815838673\n",
      "INFO: enterprise.signals.signal_base: Setting J1910+1256_S-wide_PUPPI_log10_ecorr to -5.992516812094675\n",
      "INFO: enterprise.signals.signal_base: Setting J1911+1347_JBO.DFB.1520_efac to 0.8191811719363166\n",
      "INFO: enterprise.signals.signal_base: Setting J1911+1347_NRT.BON.1400_efac to 0.9392101573179928\n",
      "INFO: enterprise.signals.signal_base: Setting J1911+1347_NRT.BON.1600_efac to 1.1696764428548474\n",
      "INFO: enterprise.signals.signal_base: Setting J1911+1347_JBO.DFB.1520_log10_equad to -7.199060511099469\n",
      "INFO: enterprise.signals.signal_base: Setting J1911+1347_NRT.BON.1400_log10_equad to -6.499437175980312\n",
      "INFO: enterprise.signals.signal_base: Setting J1911+1347_NRT.BON.1600_log10_equad to -7.21198480780702\n",
      "INFO: enterprise.signals.signal_base: Setting J1911-1114_JBO.DFB.1400_efac to 0.8637560395324132\n",
      "INFO: enterprise.signals.signal_base: Setting J1911-1114_JBO.DFB.1520_efac to 1.133282779928163\n",
      "INFO: enterprise.signals.signal_base: Setting J1911-1114_NRT.BON.1400_efac to 1.3610337571575202\n",
      "INFO: enterprise.signals.signal_base: Setting J1911-1114_NRT.BON.1600_efac to 2.887932387516534\n",
      "INFO: enterprise.signals.signal_base: Setting J1911-1114_JBO.DFB.1400_log10_equad to -6.658874107011998\n",
      "INFO: enterprise.signals.signal_base: Setting J1911-1114_JBO.DFB.1520_log10_equad to -6.827838138701403\n",
      "INFO: enterprise.signals.signal_base: Setting J1911-1114_NRT.BON.1400_log10_equad to -6.778503587909324\n",
      "INFO: enterprise.signals.signal_base: Setting J1911-1114_NRT.BON.1600_log10_equad to -6.910595074996957\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_JBO.DFB.1400_efac to 1.1088129016625747\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_JBO.DFB.1520_efac to 0.9771759501485154\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_NRT.BON.1400_efac to 1.1760821416736542\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_NRT.BON.1600_efac to 0.732672097769705\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr1_2_GASP_efac to 1.030107541348681\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr1_2_GUPPI_efac to 1.0989654565078757\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr_800_GASP_efac to 1.0570694423842983\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr_800_GUPPI_efac to 1.0912498840416245\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_WSRT.P1.1380_efac to 1.059633897058871\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_WSRT.P1.1380.C_efac to 1.020052014790203\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_JBO.DFB.1400_log10_equad to -6.927850374400322\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_JBO.DFB.1520_log10_equad to -6.401437767836009\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_NRT.BON.1400_log10_equad to -5.957594756748051\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_NRT.BON.1600_log10_equad to -6.348413873661533\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr1_2_GASP_log10_equad to -7.654931517144057\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr1_2_GUPPI_log10_equad to -7.407176956710728\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr_800_GASP_log10_equad to -6.88473127071273\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr_800_GUPPI_log10_equad to -7.5859732528755695\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_WSRT.P1.1380_log10_equad to -7.317444681228515\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_WSRT.P1.1380.C_log10_equad to -7.033965106496656\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr1_2_GASP_log10_ecorr to -7.616785156591428\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr1_2_GUPPI_log10_ecorr to -6.708765011241715\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr_800_GASP_log10_ecorr to -6.566467342213459\n",
      "INFO: enterprise.signals.signal_base: Setting J1918-0642_Rcvr_800_GUPPI_log10_ecorr to -7.00434283286094\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_CPSR2_20CM_efac to 1.4626346997570936\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_CPSR2_50CM_efac to 5.02573967388419\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_EFF.EBPP.1360_efac to 6.021657802905911\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_EFF.EBPP.1410_efac to 9.769064096521314\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_JBO.DFB.1520_efac to 0.47233003432301424\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_L-wide_ASP_efac to 1.8650283199453654\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_L-wide_PUPPI_efac to 2.820327723517496\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_NRT.BON.1400_efac to 1.8634314130118483\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_NRT.BON.1600_efac to 2.4607217622935997\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_NRT.BON.2000_efac to 1.817152463790733\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_NRT.DDS.1400_efac to 9.998567459903613\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PDFB_10CM_efac to 0.6155687833913438\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PDFB_20CM_efac to 1.0825369271553196\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PDFB_40CM_efac to 3.978380283635313\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PKS.AFB.20cm_legacy_efac to 2.9206186351256047\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PKS.cpsr2.20cm_legacy_efac to 1.2690308662441754\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PKS.fptm.20cm-legacy_efac to 9.794090308519902\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr1_2_GASP_efac to 1.1861159189207473\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr1_2_GUPPI_efac to 2.0207658523789194\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr_800_GASP_efac to 2.099263911902721\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr_800_GUPPI_efac to 4.5635777566076525\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_S-wide_ASP_efac to 1.285880429489569\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_S-wide_PUPPI_efac to 3.7879261838431435\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WBCORR_10CM_efac to 1.3945853977512166\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WSRT.P1.1380_efac to 9.952342235371187\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WSRT.P1.1380.C_efac to 0.818194455788193\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WSRT.P1.2273.C_efac to 1.0153312813314967\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WSRT.P1.840_efac to 1.7049032448141006\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WSRT.P1.840.C_efac to 1.4096494540028277\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_kaspi14_efac to 9.874872155874\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_kaspi23_efac to 0.37290861828704785\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_CPSR2_20CM_log10_equad to -6.5640913697712095\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_CPSR2_50CM_log10_equad to -5.960201579211059\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_EFF.EBPP.1360_log10_equad to -6.445468298127917\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_EFF.EBPP.1410_log10_equad to -5.0000827991932555\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_JBO.DFB.1520_log10_equad to -6.532698158164589\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_L-wide_ASP_log10_equad to -6.773057073296598\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_L-wide_PUPPI_log10_equad to -7.186150014796184\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_NRT.BON.1400_log10_equad to -6.6116881110881875\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_NRT.BON.1600_log10_equad to -6.97978349245974\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_NRT.BON.2000_log10_equad to -6.369686052513058\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_NRT.DDS.1400_log10_equad to -5.0000211843301186\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PDFB_10CM_log10_equad to -6.578812286153571\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PDFB_20CM_log10_equad to -6.46501974353119\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PDFB_40CM_log10_equad to -7.133234500023364\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PKS.AFB.20cm_legacy_log10_equad to -6.752300751493738\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PKS.cpsr2.20cm_legacy_log10_equad to -6.587315496112936\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_PKS.fptm.20cm-legacy_log10_equad to -5.001119535420985\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr1_2_GASP_log10_equad to -7.0891117283501215\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr1_2_GUPPI_log10_equad to -7.171971504733356\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr_800_GASP_log10_equad to -6.67154898596766\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr_800_GUPPI_log10_equad to -6.6543715787737305\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_S-wide_ASP_log10_equad to -6.508294410467447\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_S-wide_PUPPI_log10_equad to -6.93037687912774\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WBCORR_10CM_log10_equad to -6.826477068401134\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WSRT.P1.1380_log10_equad to -5.000762078050739\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WSRT.P1.1380.C_log10_equad to -6.294655147058031\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WSRT.P1.2273.C_log10_equad to -7.1151770078969365\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WSRT.P1.840_log10_equad to -6.751800759717745\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_WSRT.P1.840.C_log10_equad to -6.950275692116504\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_kaspi14_log10_equad to -5.00025581518374\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_kaspi23_log10_equad to -6.691022279486181\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_L-wide_ASP_log10_ecorr to -6.530545692994926\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_L-wide_PUPPI_log10_ecorr to -6.756302365275764\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr1_2_GASP_log10_ecorr to -6.57580822423646\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr1_2_GUPPI_log10_ecorr to -6.566475381962888\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr_800_GASP_log10_ecorr to -6.169814559684724\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_Rcvr_800_GUPPI_log10_ecorr to -6.220248956405372\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_S-wide_ASP_log10_ecorr to -6.704651353435267\n",
      "INFO: enterprise.signals.signal_base: Setting J1939+2134_S-wide_PUPPI_log10_ecorr to -6.696621486648898\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_430_ASP_efac to 1.1006635883881952\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_430_PUPPI_efac to 1.2020082949244173\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_L-wide_ASP_efac to 1.4053201642463713\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_L-wide_PUPPI_efac to 1.3946160316471428\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_430_ASP_log10_equad to -7.157736975311375\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_430_PUPPI_log10_equad to -7.343291894241638\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_L-wide_ASP_log10_equad to -7.287869228537538\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_L-wide_PUPPI_log10_equad to -7.610918773791346\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_430_ASP_log10_ecorr to -6.195910697657067\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_430_PUPPI_log10_ecorr to -5.890083585252788\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_L-wide_ASP_log10_ecorr to -6.121101387654186\n",
      "INFO: enterprise.signals.signal_base: Setting J1944+0907_L-wide_PUPPI_log10_ecorr to -7.059991831987994\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_430_ASP_efac to 1.07118348297275\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_430_PUPPI_efac to 1.3780767601840838\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_JBO.DFB.1400_efac to 1.076443362137562\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_JBO.DFB.1520_efac to 0.9881657308785847\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_L-wide_ASP_efac to 1.008582145964636\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_L-wide_PUPPI_efac to 1.0794881550319468\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_NRT.BON.1400_efac to 1.3186193293915673\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_NRT.BON.1600_efac to 1.3704138986801266\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_430_ASP_log10_equad to -6.795844037622789\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_430_PUPPI_log10_equad to -7.039779207493473\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_JBO.DFB.1400_log10_equad to -6.657697273053374\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_JBO.DFB.1520_log10_equad to -6.836860777341992\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_L-wide_ASP_log10_equad to -7.226395143388239\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_L-wide_PUPPI_log10_equad to -7.28119435283104\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_NRT.BON.1400_log10_equad to -6.24716897423679\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_NRT.BON.1600_log10_equad to -5.811163429465353\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_430_ASP_log10_ecorr to -6.006676865363597\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_430_PUPPI_log10_ecorr to -5.408182845764348\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_L-wide_ASP_log10_ecorr to -7.211605537505911\n",
      "INFO: enterprise.signals.signal_base: Setting J1955+2908_L-wide_PUPPI_log10_ecorr to -6.262588662302673\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_JBO.DFB.1400_efac to 0.9351685937037058\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_JBO.DFB.1520_efac to 1.111727906576871\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_NRT.BON.1400_efac to 1.2173232502846547\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_NRT.BON.1600_efac to 1.102560656748842\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_NRT.BON.2000_efac to 1.1379975437508234\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr1_2_GASP_efac to 0.9570934482508715\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr1_2_GUPPI_efac to 1.2121554815946924\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr_800_GASP_efac to 1.1217358813381377\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr_800_GUPPI_efac to 1.078961708769294\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_JBO.DFB.1400_log10_equad to -7.008041208929993\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_JBO.DFB.1520_log10_equad to -7.106610610982709\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_NRT.BON.1400_log10_equad to -7.387725127825121\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_NRT.BON.1600_log10_equad to -7.289171689803777\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_NRT.BON.2000_log10_equad to -6.590641171782542\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr1_2_GASP_log10_equad to -6.888458992825416\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr1_2_GUPPI_log10_equad to -7.679192577096172\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr_800_GASP_log10_equad to -7.207817787944638\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr_800_GUPPI_log10_equad to -7.610916749798169\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr1_2_GASP_log10_ecorr to -7.000811406393206\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr1_2_GUPPI_log10_ecorr to -7.597619913652593\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr_800_GASP_log10_ecorr to -7.353292850550833\n",
      "INFO: enterprise.signals.signal_base: Setting J2010-1323_Rcvr_800_GUPPI_log10_ecorr to -6.4744470301693635\n",
      "INFO: enterprise.signals.signal_base: Setting J2019+2425_JBO.DFB.1520_efac to 1.3872516409380866\n",
      "INFO: enterprise.signals.signal_base: Setting J2019+2425_NRT.BON.1400_efac to 1.4317431550309605\n",
      "INFO: enterprise.signals.signal_base: Setting J2019+2425_NRT.BON.1600_efac to 1.1158542536151068\n",
      "INFO: enterprise.signals.signal_base: Setting J2019+2425_JBO.DFB.1520_log10_equad to -6.732952488688049\n",
      "INFO: enterprise.signals.signal_base: Setting J2019+2425_NRT.BON.1400_log10_equad to -6.9237589959250645\n",
      "INFO: enterprise.signals.signal_base: Setting J2019+2425_NRT.BON.1600_log10_equad to -6.806716312847466\n",
      "INFO: enterprise.signals.signal_base: Setting J2033+1734_JBO.DFB.1400_efac to 1.2994953809324152\n",
      "INFO: enterprise.signals.signal_base: Setting J2033+1734_JBO.DFB.1520_efac to 0.8372995307620275\n",
      "INFO: enterprise.signals.signal_base: Setting J2033+1734_NRT.BON.1400_efac to 1.1048443375593089\n",
      "INFO: enterprise.signals.signal_base: Setting J2033+1734_NRT.BON.1600_efac to 1.2834897993375876\n",
      "INFO: enterprise.signals.signal_base: Setting J2033+1734_JBO.DFB.1400_log10_equad to -6.713258342940417\n",
      "INFO: enterprise.signals.signal_base: Setting J2033+1734_JBO.DFB.1520_log10_equad to -6.8582871199471915\n",
      "INFO: enterprise.signals.signal_base: Setting J2033+1734_NRT.BON.1400_log10_equad to -6.055752986749716\n",
      "INFO: enterprise.signals.signal_base: Setting J2033+1734_NRT.BON.1600_log10_equad to -6.735038462845899\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_CPSR2_20CM_efac to 1.076759520241028\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_CPSR2_50CM_efac to 1.1734181662365986\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_JBO.DFB.1400_efac to 1.0654354131114234\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_JBO.DFB.1520_efac to 1.1002111833153894\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_NRT.BON.1400_efac to 1.3075810536663433\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_NRT.BON.1600_efac to 1.7158595259368963\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_NRT.BON.2000_efac to 1.6944550959378526\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PDFB_10CM_efac to 1.1162107804394323\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PDFB_20CM_efac to 1.1691827364433482\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PDFB_40CM_efac to 1.1975498060658276\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PKS.AFB.20cm_legacy_efac to 2.4499001977937853\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PKS.cpsr2.20cm_legacy_efac to 1.3277390568631415\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PKS.fptm.20cm-legacy_efac to 3.2499870266080624\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_WBCORR_10CM_efac to 0.902080619696831\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_WBCORR_20CM_efac to 1.083418876220534\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_CPSR2_20CM_log10_equad to -7.12150770390982\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_CPSR2_50CM_log10_equad to -6.707040282298372\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_JBO.DFB.1400_log10_equad to -6.791797019607793\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_JBO.DFB.1520_log10_equad to -6.6953406173648755\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_NRT.BON.1400_log10_equad to -7.2437178075168\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_NRT.BON.1600_log10_equad to -7.192639108571274\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_NRT.BON.2000_log10_equad to -5.6955248904667375\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PDFB_10CM_log10_equad to -6.897402081072292\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PDFB_20CM_log10_equad to -7.408710234501136\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PDFB_40CM_log10_equad to -7.279849078800557\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PKS.AFB.20cm_legacy_log10_equad to -6.802582032065463\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PKS.cpsr2.20cm_legacy_log10_equad to -6.914839216529401\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_PKS.fptm.20cm-legacy_log10_equad to -7.178769211538612\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_WBCORR_10CM_log10_equad to -6.767904696814011\n",
      "INFO: enterprise.signals.signal_base: Setting J2124-3358_WBCORR_20CM_log10_equad to -6.915553706201242\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_CPSR2_20CM_efac to 0.9357273924001219\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_CPSR2_40CM_efac to 4.907726440489697\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_CPSR2_50CM_efac to 1.2414555337125133\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PDFB_10CM_efac to 2.1517928215146207\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PDFB_20CM_efac to 0.9657896680227374\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PDFB_40CM_efac to 1.2848849293878408\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PKS.AFB.20cm_legacy_efac to 0.7482403285203202\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PKS.cpsr2.20cm_legacy_efac to 1.6823394301847774\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PKS.fptm.20cm-legacy_efac to 1.0716220808267174\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_CPSR2_20CM_log10_equad to -7.09079991663774\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_CPSR2_40CM_log10_equad to -6.759572224583022\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_CPSR2_50CM_log10_equad to -6.5697515697110065\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PDFB_10CM_log10_equad to -6.717841962860316\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PDFB_20CM_log10_equad to -7.232950573784841\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PDFB_40CM_log10_equad to -7.2171686310131244\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PKS.AFB.20cm_legacy_log10_equad to -5.641336675459518\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PKS.cpsr2.20cm_legacy_log10_equad to -6.990514705904923\n",
      "INFO: enterprise.signals.signal_base: Setting J2129-5721_PKS.fptm.20cm-legacy_log10_equad to -5.555384771674353\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_CPSR2_20CM_efac to 1.1425470168194791\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_CPSR2_50CM_efac to 1.2039031412491625\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_EFF.EBPP.1360_efac to 0.7362153929428025\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_EFF.EBPP.1410_efac to 0.6106070451095542\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_EFF.EBPP.2639_efac to 0.8713821972709118\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_JBO.DFB.1400_efac to 1.2591191774690325\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_JBO.DFB.1520_efac to 1.0217942509790308\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_NRT.BON.1400_efac to 1.1904726481523908\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_NRT.BON.1600_efac to 1.2758567087653834\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_NRT.BON.2000_efac to 0.9912741965988734\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PDFB_10CM_efac to 1.132876681155832\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PDFB_20CM_efac to 0.8687312493671342\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PDFB_40CM_efac to 0.8458904048759538\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PKS.AFB.20cm_legacy_efac to 1.2005281445789304\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PKS.cpsr2.20cm_legacy_efac to 1.6775483709942731\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PKS.fptm.20cm-legacy_efac to 1.4978232130300313\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr1_2_GASP_efac to 1.0047456708088145\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr1_2_GUPPI_efac to 1.0978710963106943\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr_800_GASP_efac to 1.4795976477465316\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr_800_GUPPI_efac to 1.1247688664128126\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WBCORR_10CM_efac to 1.7116634152326264\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WBCORR_20CM_efac to 2.592805278498249\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WSRT.P1.1380.C_efac to 1.0861781516198963\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WSRT.P1.2273.C_efac to 3.383044370327557\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WSRT.P1.323.C_efac to 1.708507321065202\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WSRT.P1.367.C_efac to 1.188736293179633\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_CPSR2_20CM_log10_equad to -5.962141815439331\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_CPSR2_50CM_log10_equad to -5.625508676866386\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_EFF.EBPP.1360_log10_equad to -7.259613430140287\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_EFF.EBPP.1410_log10_equad to -5.875539219311321\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_EFF.EBPP.2639_log10_equad to -5.682088789649566\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_JBO.DFB.1400_log10_equad to -6.831513793475517\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_JBO.DFB.1520_log10_equad to -6.281336795317735\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_NRT.BON.1400_log10_equad to -6.258682850943653\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_NRT.BON.1600_log10_equad to -7.3622909357949595\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_NRT.BON.2000_log10_equad to -5.7378412146547415\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PDFB_10CM_log10_equad to -7.115848671745149\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PDFB_20CM_log10_equad to -6.142483014518084\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PDFB_40CM_log10_equad to -6.755311321887355\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PKS.AFB.20cm_legacy_log10_equad to -7.041624561726216\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PKS.cpsr2.20cm_legacy_log10_equad to -7.424989516568124\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_PKS.fptm.20cm-legacy_log10_equad to -7.3958189345345975\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr1_2_GASP_log10_equad to -5.721061313654518\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr1_2_GUPPI_log10_equad to -6.283714217288784\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr_800_GASP_log10_equad to -6.529508203036442\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr_800_GUPPI_log10_equad to -6.320952521279583\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WBCORR_10CM_log10_equad to -6.929935148833157\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WBCORR_20CM_log10_equad to -5.7901537804908285\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WSRT.P1.1380.C_log10_equad to -7.226292155337077\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WSRT.P1.2273.C_log10_equad to -6.725515164016669\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WSRT.P1.323.C_log10_equad to -6.624669363296452\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_WSRT.P1.367.C_log10_equad to -5.3435965806883345\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr1_2_GASP_log10_ecorr to -5.7393856426104275\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr1_2_GUPPI_log10_ecorr to -6.398455780034647\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr_800_GASP_log10_ecorr to -5.754307689238351\n",
      "INFO: enterprise.signals.signal_base: Setting J2145-0750_Rcvr_800_GUPPI_log10_ecorr to -5.8343604630483\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_EFF.EBPP.1360_efac to 1.4703916737364333\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_EFF.EBPP.2639_efac to 0.49912917841235305\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_JBO.DFB.1400_efac to 2.066888105331528\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_JBO.DFB.1520_efac to 1.0695091497593048\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_NRT.BON.1400_efac to 1.7594651008892848\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_NRT.BON.1600_efac to 1.5013470886735436\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_EFF.EBPP.1360_log10_equad to -6.84701298286498\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_EFF.EBPP.2639_log10_equad to -5.262569924878368\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_JBO.DFB.1400_log10_equad to -6.830544154906241\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_JBO.DFB.1520_log10_equad to -6.902315064998515\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_NRT.BON.1400_log10_equad to -7.3149581694701835\n",
      "INFO: enterprise.signals.signal_base: Setting J2229+2643_NRT.BON.1600_log10_equad to -7.151225793877584\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_327_ASP_efac to 1.0542562830967892\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_327_PUPPI_efac to 1.1467055252139384\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_430_ASP_efac to 1.1511081972138735\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_430_PUPPI_efac to 1.0333802021777254\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_EFF.EBPP.1360_efac to 1.925459648904937\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_EFF.EBPP.1410_efac to 1.4753887908086574\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_EFF.EBPP.2639_efac to 1.0990240115449594\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_JBO.DFB.1400_efac to 1.3548213239449514\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_JBO.DFB.1520_efac to 1.0986953585078392\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_L-wide_PUPPI_efac to 0.9542445488724738\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_NRT.BON.1400_efac to 1.4156938275882154\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_NRT.BON.1600_efac to 1.4973461917185154\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_WSRT.P1.1380.C_efac to 1.4658551005238787\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_327_ASP_log10_equad to -6.403438812377242\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_327_PUPPI_log10_equad to -6.385915492892883\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_430_ASP_log10_equad to -6.715032712981884\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_430_PUPPI_log10_equad to -6.397884631487829\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_EFF.EBPP.1360_log10_equad to -7.23182768044551\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_EFF.EBPP.1410_log10_equad to -6.938584357706222\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_EFF.EBPP.2639_log10_equad to -7.001790731804451\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_JBO.DFB.1400_log10_equad to -6.798559264315062\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_JBO.DFB.1520_log10_equad to -7.313084526929231\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_L-wide_PUPPI_log10_equad to -6.548553202904732\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_NRT.BON.1400_log10_equad to -7.48096111819208\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_NRT.BON.1600_log10_equad to -7.421652727473221\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_WSRT.P1.1380.C_log10_equad to -6.956839609155548\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_327_ASP_log10_ecorr to -5.950384077727711\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_327_PUPPI_log10_ecorr to -5.874757484138759\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_430_ASP_log10_ecorr to -6.235243591011857\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_430_PUPPI_log10_ecorr to -6.044887582059368\n",
      "INFO: enterprise.signals.signal_base: Setting J2317+1439_L-wide_PUPPI_log10_ecorr to -6.858246015563967\n",
      "INFO: enterprise.signals.signal_base: Setting J2322+2057_JBO.DFB.1400_efac to 0.8577091151959042\n",
      "INFO: enterprise.signals.signal_base: Setting J2322+2057_JBO.DFB.1520_efac to 1.428677565632148\n",
      "INFO: enterprise.signals.signal_base: Setting J2322+2057_NRT.BON.1400_efac to 1.7167103970794015\n",
      "INFO: enterprise.signals.signal_base: Setting J2322+2057_NRT.BON.1600_efac to 1.1806656373839755\n",
      "INFO: enterprise.signals.signal_base: Setting J2322+2057_JBO.DFB.1400_log10_equad to -6.758190630422875\n",
      "INFO: enterprise.signals.signal_base: Setting J2322+2057_JBO.DFB.1520_log10_equad to -7.029452492639104\n",
      "INFO: enterprise.signals.signal_base: Setting J2322+2057_NRT.BON.1400_log10_equad to -7.1857386295101495\n",
      "INFO: enterprise.signals.signal_base: Setting J2322+2057_NRT.BON.1600_log10_equad to -6.736449974170599\n"
     ]
    }
   ],
   "source": [
    "pta.set_default_params(noise)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Appending PTMCMCSampler sampling parameters to end of parameter list.\n",
      "If unwanted please provide a parameter list.\n",
      "No burn specified. Burn set to 25% of chain length, 20475\n",
      "You may change the burn length with core.set_burn()\n",
      "Red noise frequencies must be set before plotting most red noise figures.\n",
      "Please use core.set_rn_freqs() to set, if needed.\n",
      "Appending PTMCMCSampler sampling parameters to end of parameter list.\n",
      "If unwanted please provide a parameter list.\n",
      "No burn specified. Burn set to 25% of chain length, 31325\n",
      "You may change the burn length with core.set_burn()\n",
      "Red noise frequencies must be set before plotting most red noise figures.\n",
      "Please use core.set_rn_freqs() to set, if needed.\n"
     ]
    }
   ],
   "source": [
    "nihan = co.Core(label='Nihan\\'s chains',\n",
    "                chaindir='./classic/model_2a_fg/')\n",
    "cH = co.HyperModelCore(label='Jeff Hypermodel', \n",
    "                       chaindir='./classic/model2a_vs_3a/10freqs/fixed_gamma/')\n",
    "jeff = cH.model_core(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2236441.38696982 2236441.387167\n",
      "2235988.820537583 2235536.254303\n",
      "-----\n",
      "2236452.9611875764 2236452.961395\n",
      "2236000.3947553392 2235547.82853\n",
      "-----\n",
      "2236438.75801288 2236438.758199\n",
      "2235986.191580643 2235533.625334\n",
      "-----\n",
      "2236438.5767831975 2236438.577001\n",
      "2235986.0103509603 2235533.444137\n",
      "-----\n",
      "2236443.847910798 2236443.848072\n",
      "2235991.281478561 2235538.715207\n",
      "-----\n",
      "2236433.5509863673 2236433.551176\n",
      "2235980.98455413 2235528.418312\n",
      "-----\n",
      "2236439.146074362 2236439.14632\n",
      "2235986.579642125 2235534.013455\n",
      "-----\n",
      "2236452.5123050846 2236452.512588\n",
      "2235999.9458728475 2235547.379723\n",
      "-----\n",
      "2236467.050424175 2236467.050588\n",
      "2236014.4839919377 2235561.917724\n",
      "-----\n",
      "2236441.328776373 2236441.328966\n",
      "2235988.762344136 2235536.196102\n",
      "-----\n",
      "2236429.7917908463 2236429.792014\n",
      "2235977.225358609 2235524.659149\n",
      "-----\n",
      "2236456.4624381056 2236456.462625\n",
      "2236003.8960058684 2235551.329761\n",
      "-----\n",
      "2236431.83307753 2236431.833295\n",
      "2235979.2666452928 2235526.70043\n",
      "-----\n",
      "2236427.1681420584 2236427.168329\n",
      "2235974.6017098213 2235522.035464\n",
      "-----\n",
      "2236445.1429384723 2236445.14315\n",
      "2235992.576506235 2235540.010285\n",
      "-----\n",
      "2236443.014871057 2236443.015091\n",
      "2235990.44843882 2235537.882227\n",
      "-----\n",
      "2236458.001231714 2236458.001399\n",
      "2236005.434799477 2235552.868535\n",
      "-----\n",
      "2236453.721926188 2236453.722114\n",
      "2236001.155493951 2235548.58925\n",
      "-----\n",
      "2236436.6630048514 2236436.663221\n",
      "2235984.0965726143 2235531.530356\n",
      "-----\n",
      "2236443.590841965 2236443.591019\n",
      "2235991.0244097277 2235538.458154\n",
      "-----\n"
     ]
    }
   ],
   "source": [
    "for idx in np.random.randint(jeff.burn, jeff.chain.shape[0],20):\n",
    "    x0 = jeff.chain[idx,:-4]\n",
    "#     print(x0)\n",
    "    lnlike = pta.get_lnlikelihood({nm:p for nm, p in zip(pta.param_names,x0)})\n",
    "    lnprior = pta.get_lnprior({nm:p for nm, p in zip(pta.param_names,x0)})\n",
    "    print(lnlike,jeff.chain[idx,-3])\n",
    "    print(lnlike+lnprior,jeff.chain[idx,-4])\n",
    "    print('-----')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-452.5664322371614\n",
      "2236456.007438715 2236456.007439\n",
      "2236003.441006478 2236003.441007\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236437.8949454366 2236437.894946\n",
      "2235985.3285131995 2235985.328514\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236436.118338384 2236436.118339\n",
      "2235983.551906147 2235983.551907\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236446.2444239105 2236446.244424\n",
      "2235993.6779916734 2235993.677992\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236453.0268351585 2236453.026835\n",
      "2236000.4604029213 2236000.460403\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236449.7846285705 2236449.784629\n",
      "2235997.2181963334 2235997.218197\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236445.2213777136 2236445.221378\n",
      "2235992.6549454764 2235992.654946\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236414.9413542044 2236414.941355\n",
      "2235962.3749219673 2235962.374922\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236454.5480603604 2236454.548061\n",
      "2236001.981628123 2236001.981629\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236450.860489796 2236450.86049\n",
      "2235998.2940575588 2235998.294058\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236444.233770886 2236444.233771\n",
      "2235991.667338649 2235991.667339\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236449.8481447618 2236449.848145\n",
      "2235997.2817125246 2235997.281713\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236448.3440031754 2236448.344003\n",
      "2235995.777570938 2235995.777571\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236445.7595681306 2236445.759568\n",
      "2235993.1931358934 2235993.193136\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236450.1821858925 2236450.182186\n",
      "2235997.6157536553 2235997.615754\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236445.306864983 2236445.306865\n",
      "2235992.740432746 2235992.740433\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236448.329730128 2236448.32973\n",
      "2235995.763297891 2235995.763298\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236439.07988957 2236439.07989\n",
      "2235986.5134573327 2235986.513458\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236441.7251564185 2236441.725157\n",
      "2235989.1587241814 2235989.158725\n",
      "-----\n",
      "-452.5664322371614\n",
      "2236452.5186011284 2236452.518602\n",
      "2235999.952168891 2235999.952169\n",
      "-----\n"
     ]
    }
   ],
   "source": [
    "for idx in np.random.randint(nihan.burn, nihan.chain.shape[0],20):\n",
    "    x0 = nihan.chain[idx,:-4]\n",
    "#     print(x0)\n",
    "    lnlike = pta.get_lnlikelihood({nm:p for nm, p in zip(pta.param_names,x0)})\n",
    "    lnprior = pta.get_lnprior({nm:p for nm, p in zip(pta.param_names,x0)})\n",
    "    print(lnprior)\n",
    "    print(lnlike,nihan.chain[idx,-3])\n",
    "    print(lnlike+lnprior,nihan.chain[idx,-4])\n",
    "    print('-----')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2149021.0501645836"
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pta.get_lnlikelihood({nm:p.sample() for nm, p in zip(pta.param_names,pta.params)})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [],
   "source": [
    "hpta=hypermodel.HyperModel({0:pta,1:pta,2:pta})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2236441.730287509 2236441.730473\n",
      "2236441.730287509 2236441.730473\n",
      "2235989.163855272 2235536.597609\n",
      "2235084.0309907976 2235536.597609\n",
      "-452.5664322371614 -905.1328640002757\n",
      "-1357.6992967114843 -905.1328640002757\n",
      "-----\n",
      "2236456.3271649107 2236456.327406\n",
      "2236456.3271649107 2236456.327406\n",
      "2236003.7607326736 2235551.194541\n",
      "2235098.6278681993 2235551.194541\n",
      "-452.5664322371614 -905.1328650000505\n",
      "-1357.6992967114843 -905.1328650000505\n",
      "-----\n",
      "2236425.123845009 2236425.12401\n",
      "2236425.123845009 2236425.12401\n",
      "2235972.557412772 2235519.991146\n",
      "2235067.4245482977 2235519.991146\n",
      "-452.5664322371614 -905.1328639998101\n",
      "-1357.6992967114843 -905.1328639998101\n",
      "-----\n",
      "2236427.905865195 2236427.906097\n",
      "2236427.905865195 2236427.906097\n",
      "2235975.339432958 2235522.773232\n",
      "2235070.2065684837 2235522.773232\n",
      "-452.5664322371614 -905.1328650000505\n",
      "-1357.6992967114843 -905.1328650000505\n",
      "-----\n",
      "2236436.170562119 2236436.170721\n",
      "2236436.170562119 2236436.170721\n",
      "2235983.604129882 2235531.037856\n",
      "2235078.4712654077 2235531.037856\n",
      "-452.5664322371614 -905.1328650000505\n",
      "-1357.6992967114843 -905.1328650000505\n",
      "-----\n",
      "2236428.219765298 2236428.219918\n",
      "2236428.219765298 2236428.219918\n",
      "2235975.653333061 2235523.087053\n",
      "2235070.5204685866 2235523.087053\n",
      "-452.5664322371614 -905.1328650000505\n",
      "-1357.6992967114843 -905.1328650000505\n",
      "-----\n",
      "2236427.249821004 2236427.250002\n",
      "2236427.249821004 2236427.250002\n",
      "2235974.683388767 2235522.117137\n",
      "2235069.5505242925 2235522.117137\n",
      "-452.5664322371614 -905.1328650000505\n",
      "-1357.6992967114843 -905.1328650000505\n",
      "-----\n",
      "2236449.7784106727 2236449.778597\n",
      "2236449.7784106727 2236449.778597\n",
      "2235997.2119784355 2235544.645732\n",
      "2235092.079113961 2235544.645732\n",
      "-452.5664322371614 -905.1328650000505\n",
      "-1357.6992967114843 -905.1328650000505\n",
      "-----\n",
      "2236434.6880900897 2236434.688299\n",
      "2236434.6880900897 2236434.688299\n",
      "2235982.1216578525 2235529.555434\n",
      "2235076.988793378 2235529.555434\n",
      "-452.5664322371614 -905.1328649995849\n",
      "-1357.6992967114843 -905.1328649995849\n",
      "-----\n",
      "2236438.7125879526 2236438.712785\n",
      "2236438.7125879526 2236438.712785\n",
      "2235986.1461557155 2235533.579921\n",
      "2235081.013291241 2235533.579921\n",
      "-452.5664322371614 -905.1328639998101\n",
      "-1357.6992967114843 -905.1328639998101\n",
      "-----\n",
      "2236443.2401666814 2236443.240356\n",
      "2236443.2401666814 2236443.240356\n",
      "2235990.673734444 2235538.107492\n",
      "2235085.54086997 2235538.107492\n",
      "-452.5664322371614 -905.1328640002757\n",
      "-1357.6992967114843 -905.1328640002757\n",
      "-----\n",
      "2236438.9802347105 2236438.980451\n",
      "2236438.9802347105 2236438.980451\n",
      "2235986.4138024733 2235533.847587\n",
      "2235081.280937999 2235533.847587\n",
      "-452.5664322371614 -905.1328639998101\n",
      "-1357.6992967114843 -905.1328639998101\n",
      "-----\n",
      "2236432.3835617797 2236432.383777\n",
      "2236432.3835617797 2236432.383777\n",
      "2235979.8171295426 2235527.250912\n",
      "2235074.6842650683 2235527.250912\n",
      "-452.5664322371614 -905.1328650000505\n",
      "-1357.6992967114843 -905.1328650000505\n",
      "-----\n",
      "2236431.3497950225 2236431.349987\n",
      "2236431.3497950225 2236431.349987\n",
      "2235978.7833627854 2235526.217123\n",
      "2235073.650498311 2235526.217123\n",
      "-452.5664322371614 -905.1328640002757\n",
      "-1357.6992967114843 -905.1328640002757\n",
      "-----\n",
      "2236451.0329899522 2236451.033166\n",
      "2236451.0329899522 2236451.033166\n",
      "2235998.466557715 2235545.900302\n",
      "2235093.333693241 2235545.900302\n",
      "-452.5664322371614 -905.1328640002757\n",
      "-1357.6992967114843 -905.1328640002757\n",
      "-----\n",
      "2236435.6760896537 2236435.676269\n",
      "2236435.6760896537 2236435.676269\n",
      "2235983.1096574166 2235530.543404\n",
      "2235077.9767929423 2235530.543404\n",
      "-452.5664322371614 -905.1328650000505\n",
      "-1357.6992967114843 -905.1328650000505\n",
      "-----\n",
      "2236459.0768579403 2236459.077071\n",
      "2236459.0768579403 2236459.077071\n",
      "2236006.510425703 2235553.944206\n",
      "2235101.377561229 2235553.944206\n",
      "-452.5664322371614 -905.1328650000505\n",
      "-1357.6992967114843 -905.1328650000505\n",
      "-----\n",
      "2236433.3498159656 2236433.350012\n",
      "2236433.3498159656 2236433.350012\n",
      "2235980.7833837285 2235528.217147\n",
      "2235075.650519254 2235528.217147\n",
      "-452.5664322371614 -905.1328650000505\n",
      "-1357.6992967114843 -905.1328650000505\n",
      "-----\n",
      "2236425.9323366364 2236425.932598\n",
      "2236425.9323366364 2236425.932598\n",
      "2235973.365904399 2235520.799734\n",
      "2235068.233039925 2235520.799734\n",
      "-452.5664322371614 -905.1328639998101\n",
      "-1357.6992967114843 -905.1328639998101\n",
      "-----\n",
      "2236436.9012100655 2236436.901377\n",
      "2236436.9012100655 2236436.901377\n",
      "2235984.3347778283 2235531.768513\n",
      "2235079.201913354 2235531.768513\n",
      "-452.5664322371614 -905.1328639998101\n",
      "-1357.6992967114843 -905.1328639998101\n",
      "-----\n"
     ]
    }
   ],
   "source": [
    "for idx in np.random.randint(jeff.burn, jeff.chain.shape[0],20):\n",
    "    x0 = jeff.chain[idx,:-4]\n",
    "#     print(x0)\n",
    "    y0 = np.append(x0,0)\n",
    "    lnlike = pta.get_lnlikelihood({nm:p for nm, p in zip(pta.param_names,x0)})\n",
    "    lnprior = pta.get_lnprior({nm:p for nm, p in zip(pta.param_names,x0)})\n",
    "    hlnlike = hpta.get_lnlikelihood(y0)\n",
    "    hlnprior = hpta.get_lnprior(y0)\n",
    "    print(lnlike,jeff.chain[idx,-3])\n",
    "    print(hlnlike,jeff.chain[idx,-3])\n",
    "    print(lnlike+lnprior,jeff.chain[idx,-4])\n",
    "    print(hlnlike+hlnprior,jeff.chain[idx,-4])\n",
    "    print(lnprior,jeff.chain[idx,-4]-jeff.chain[idx,-3])\n",
    "    print(hlnprior,jeff.chain[idx,-4]-jeff.chain[idx,-3])\n",
    "    print('-----')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2236447.9963046415 2236447.996305\n",
      "2236447.9963046415 2236447.996305\n",
      "2235995.4298724043 2235995.429873\n",
      "2235542.863440167 2235995.429873\n",
      "-452.5664322371614 -452.56643200013787\n",
      "-905.1328644743228 -452.56643200013787\n",
      "-----\n",
      "2236436.087128474 2236436.087129\n",
      "2236436.087128474 2236436.087129\n",
      "2235983.5206962368 2235983.520696\n",
      "2235530.9542639996 2235983.520696\n",
      "-452.5664322371614 -452.56643299991265\n",
      "-905.1328644743228 -452.56643299991265\n",
      "-----\n",
      "2236431.295518312 2236431.295519\n",
      "2236431.295518312 2236431.295519\n",
      "2235978.729086075 2235978.729087\n",
      "2235526.162653838 2235978.729087\n",
      "-452.5664322371614 -452.56643200013787\n",
      "-905.1328644743228 -452.56643200013787\n",
      "-----\n",
      "2236433.4199841167 2236433.419985\n",
      "2236433.4199841167 2236433.419985\n",
      "2235980.8535518795 2235980.853552\n",
      "2235528.2871196424 2235980.853552\n",
      "-452.5664322371614 -452.56643299991265\n",
      "-905.1328644743228 -452.56643299991265\n",
      "-----\n",
      "2236431.338252748 2236431.338253\n",
      "2236431.338252748 2236431.338253\n",
      "2235978.7718205107 2235978.771821\n",
      "2235526.2053882736 2235978.771821\n",
      "-452.5664322371614 -452.5664319996722\n",
      "-905.1328644743228 -452.5664319996722\n",
      "-----\n",
      "2236452.0289926487 2236452.028993\n",
      "2236452.0289926487 2236452.028993\n",
      "2235999.4625604115 2235999.462561\n",
      "2235546.8961281744 2235999.462561\n",
      "-452.5664322371614 -452.5664319996722\n",
      "-905.1328644743228 -452.5664319996722\n",
      "-----\n",
      "2236438.203323491 2236438.203324\n",
      "2236438.203323491 2236438.203324\n",
      "2235985.6368912538 2235985.636892\n",
      "2235533.0704590166 2235985.636892\n",
      "-452.5664322371614 -452.5664319996722\n",
      "-905.1328644743228 -452.5664319996722\n",
      "-----\n",
      "2236450.555364968 2236450.555365\n",
      "2236450.555364968 2236450.555365\n",
      "2235997.9889327306 2235997.988933\n",
      "2235545.4225004935 2235997.988933\n",
      "-452.5664322371614 -452.56643200013787\n",
      "-905.1328644743228 -452.56643200013787\n",
      "-----\n",
      "2236448.3460211 2236448.346021\n",
      "2236448.3460211 2236448.346021\n",
      "2235995.779588863 2235995.779589\n",
      "2235543.2131566256 2235995.779589\n",
      "-452.5664322371614 -452.5664319996722\n",
      "-905.1328644743228 -452.5664319996722\n",
      "-----\n",
      "2236436.1192106977 2236436.119211\n",
      "2236436.1192106977 2236436.119211\n",
      "2235983.5527784606 2235983.552778\n",
      "2235530.9863462234 2235983.552778\n",
      "-452.5664322371614 -452.56643299991265\n",
      "-905.1328644743228 -452.56643299991265\n",
      "-----\n",
      "2236440.200884126 2236440.200885\n",
      "2236440.200884126 2236440.200885\n",
      "2235987.634451889 2235987.634452\n",
      "2235535.068019652 2235987.634452\n",
      "-452.5664322371614 -452.5664330003783\n",
      "-905.1328644743228 -452.5664330003783\n",
      "-----\n",
      "2236440.634973622 2236440.634974\n",
      "2236440.634973622 2236440.634974\n",
      "2235988.068541385 2235988.068542\n",
      "2235535.5021091476 2235988.068542\n",
      "-452.5664322371614 -452.56643200013787\n",
      "-905.1328644743228 -452.56643200013787\n",
      "-----\n",
      "2236429.218549998 2236429.21855\n",
      "2236429.218549998 2236429.21855\n",
      "2235976.652117761 2235976.652118\n",
      "2235524.0856855237 2235976.652118\n",
      "-452.5664322371614 -452.5664319996722\n",
      "-905.1328644743228 -452.5664319996722\n",
      "-----\n",
      "2236444.629602428 2236444.629603\n",
      "2236444.629602428 2236444.629603\n",
      "2235992.063170191 2235992.063171\n",
      "2235539.4967379537 2235992.063171\n",
      "-452.5664322371614 -452.5664319996722\n",
      "-905.1328644743228 -452.5664319996722\n",
      "-----\n",
      "2236442.7967212247 2236442.796722\n",
      "2236442.7967212247 2236442.796722\n",
      "2235990.2302889875 2235990.230289\n",
      "2235537.6638567504 2235990.230289\n",
      "-452.5664322371614 -452.56643299991265\n",
      "-905.1328644743228 -452.56643299991265\n",
      "-----\n",
      "2236435.938295467 2236435.938296\n",
      "2236435.938295467 2236435.938296\n",
      "2235983.3718632297 2235983.371864\n",
      "2235530.8054309925 2235983.371864\n",
      "-452.5664322371614 -452.56643200013787\n",
      "-905.1328644743228 -452.56643200013787\n",
      "-----\n",
      "2236442.2713686777 2236442.271369\n",
      "2236442.2713686777 2236442.271369\n",
      "2235989.7049364406 2235989.704937\n",
      "2235537.1385042034 2235989.704937\n",
      "-452.5664322371614 -452.56643200013787\n",
      "-905.1328644743228 -452.56643200013787\n",
      "-----\n",
      "2236440.6676905737 2236440.667691\n",
      "2236440.6676905737 2236440.667691\n",
      "2235988.1012583366 2235988.101259\n",
      "2235535.5348260994 2235988.101259\n",
      "-452.5664322371614 -452.5664319996722\n",
      "-905.1328644743228 -452.5664319996722\n",
      "-----\n",
      "2236449.372420491 2236449.372421\n",
      "2236449.372420491 2236449.372421\n",
      "2235996.805988254 2235996.805989\n",
      "2235544.239556017 2235996.805989\n",
      "-452.5664322371614 -452.56643200013787\n",
      "-905.1328644743228 -452.56643200013787\n",
      "-----\n",
      "2236442.4971284326 2236442.497129\n",
      "2236442.4971284326 2236442.497129\n",
      "2235989.9306961955 2235989.930697\n",
      "2235537.3642639583 2235989.930697\n",
      "-452.5664322371614 -452.5664319996722\n",
      "-905.1328644743228 -452.5664319996722\n",
      "-----\n"
     ]
    }
   ],
   "source": [
    "for idx in np.random.randint(nihan.burn, nihan.chain.shape[0],20):\n",
    "    x0 = nihan.chain[idx,:-4]\n",
    "#     print(x0)\n",
    "    y0 = np.append(x0,0)\n",
    "    lnlike = pta.get_lnlikelihood({nm:p for nm, p in zip(pta.param_names,x0)})\n",
    "    lnprior = pta.get_lnprior({nm:p for nm, p in zip(pta.param_names,x0)})\n",
    "    hlnlike = hpta.get_lnlikelihood(y0)\n",
    "    hlnprior = hpta.get_lnprior(y0)\n",
    "    print(lnlike,nihan.chain[idx,-3])\n",
    "    print(hlnlike,nihan.chain[idx,-3])\n",
    "    print(lnlike+lnprior,nihan.chain[idx,-4])\n",
    "    print(hlnlike+hlnprior,nihan.chain[idx,-4])\n",
    "    print(lnprior,nihan.chain[idx,-4]-nihan.chain[idx,-3])\n",
    "    print(hlnprior,nihan.chain[idx,-4]-nihan.chain[idx,-3])\n",
    "    print('-----')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.rint(0.1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2235837.5179618923"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hpta.get_lnlikelihood(y0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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