{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Validation Example for PINT paper\n", "\n", "A comparison between PINT result and Tempo/Tempo2 result. This example is presented in the PINT paper to validate that PINT is able to process the PSR J1600-3053 NANOGrav 11-year data set, which uses DD binary model, and get a comparable result with TEMPO/TEMPO2. For more discussion see: https://arxiv.org/abs/2012.00074 \n", "\n", "This comparison includes the following steps:\n", " * PINT run on PSR J1600-3053 NANOGrav 11-year data set\n", " * Create PINT pre-fit residuals.\n", " * Re-fit data using PINT.\n", " * Create PINT post-fit residuals. \n", " * Obtain the PINT post-fit parameter values.\n", " * TEMPO run on PSR J1600-3053 NANOGrav 11-year data set\n", " * Create TEMPO pre-fit residuals.\n", " * Re-fit data using TEMPO.\n", " * Create TEMPO post-fit residuals.\n", " * Obtain the TEMPO post-fit parameter values.\n", " * Compare the pre-fit and post-fit residuals between PINT and TEMPO.\n", " * Compare the pre-fit and post-fit parameters between PINT and TEMPO. \n", " * TEMPO2 run on PSR J1600-3053 NANOGrav 11-year data set\n", " * Create TEMPO2 pre-fit residuals.\n", " * Re-fit data using TEMPO2.\n", " * Create TEMPO2 post-fit residuals.\n", " * Obtain the TEMPO2 post-fit parameter values.\n", " * Compare the pre-fit and post-fit residuals between PINT and TEMPO2.\n", " * Compare the pre-fit and post-fit parameters between PINT and TEMPO2.\n", "\n", "Method of this comparison:\n", "\n", " The method we used in this comparison starts from the published data set with a converged timing model. The data in this comparison are produced by TEMPO.\n", " 0. The PINT pre-fit residuals and post-fit residuals should be close and no visible difference. If the post-fit and pre-fit residuals are very different, it means PINT has a bug or some different definitions of parameters(e.g., PINT DDK model has different definition of KOM parameter). \n", " 1. Compare the pre-fit residuals between PINT-TEMPO/TEMPO2, to see if there are outstanding discrepancies(residual difference > 10 ns, since we are aim to have our machine precision in the 1 ns level). These discrepancies are likely caused by different code implements and we try to verify the reasons(some of them are bugs in PINT or in TEMPO/TEMPO2, but some of them are just implementation choices). \n", " 2. Fit the data and compare the chi2 value and post-fit residuals between PINT and TEMPO/TEMPO2 to exam if the fitter returns a reasonable result(i.e., chi2 and post-fit rms do not deviate from TEMPO/TEMPO2's value too much, etc.). If the fit gives a \"non-sense\" result, that is worth to do more investigation. One of the useful indicators is the discrepancy of the post-fit residuals between PINT and TEMPO/TEMPO2. \n", " 3. Compare the post-fit parameters between PINT and TEMPO/TEMPO2. Since the initial parameter are from the same data, there should be not difference. The PINT post-fit parameters should change within the original uncertainties(TEMPO uncertainties), and the PINT uncertainty vs TEMPO/TEMPO2 uncertainty should be close. \n", " \n", " \n", "Requirement:\n", " * Data set: PRS J1600-3053 NANOGrav 11-year data \n", " * One copy of PRS J1600-3053 NANOGrav 11-year data is included in the PINT source code `docs/examples/J1600-3053_NANOGrav_11yv1.gls.par` and `docs/examples/J1600-3053_NANOGrav_11yv1.tim`, which is the default data path in this notebook. Note, this requires the user to download the PINT source code from github.\n", " * The offical NANOGrav 11-year data can be downloaded at: https://data.nanograv.org/. The data path should be changed to the data location.\n", " * PINT version: 0.8.0 or higher.\n", " * TEMPO and its python utils tempo_utils. \n", " * TEMPO version for current comparison: 13.101 (2020-11-04 c5fbddf)\n", " * TEMPO2 and its python utils tempo2_utils.\n", " * TEMPO2 version for current comparison: 2019.01.1\n", " * TEMPO_utils and TEMPO2_utils are packaged together and can be downloaded from https://github.com/demorest/tempo_utils. \n", " * TEMPO2 general2 plugins. \n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pint\n", "import sys\n", "from pint import toa\n", "from pint import models\n", "from pint.fitter import GLSFitter\n", "import os\n", "import matplotlib.pyplot as plt\n", "import astropy.units as u\n", "import tempo2_utils as t2u\n", "import tempo_utils\n", "import tempo2_utils\n", "import numpy as np\n", "from astropy.table import Table\n", "from astropy.io import ascii\n", "import subprocess\n", "import tempfile\n", "from pint import ls\n", "import astropy.constants as ct\n", "from pint.solar_system_ephemerides import objPosVel_wrt_SSB\n", "from astropy.time import Time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Print the PINT and TEMPO/TEMPO2 version" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PINT version: 0.8+68.g6c072c27\n", "TEMPO version: Tempo v 13.101 (2020-11-04 c5fbddf)\n", "\n", "TEMPO2 version: 2019.01.1\n", "\n" ] } ], "source": [ "print(\"PINT version: \", pint.__version__)\n", "tempo_v = subprocess.check_output([\"tempo\", \"-v\"])\n", "print(\"TEMPO version: \", tempo_v.decode(\"utf-8\"))\n", "# Not sure why tempo2_v = subprocess.check_output([\"tempo2\", \"-v\"]) does not work.\n", "process = subprocess.Popen([\"tempo2\", \"-v\"], stdout=subprocess.PIPE)\n", "tempo2_v = process.communicate()[0]\n", "print(\"TEMPO2 version: \", tempo2_v.decode(\"utf-8\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Redefine the Tempo2_util function for larger number of observations" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "_nobs = 30000\n", "\n", "\n", "def newpar2(parfile, timfile):\n", " \"\"\"\n", " Run tempo2, return new parfile (as list of lines). input parfile\n", " can be either lines or a filename.\n", " \"\"\"\n", " orig_dir = os.getcwd()\n", " try:\n", " temp_dir = tempfile.mkdtemp(prefix=\"tempo2\")\n", " try:\n", " lines = open(parfile, \"r\").readlines()\n", " except:\n", " lines = parfile\n", " open(\"%s/pulsar.par\" % temp_dir, \"w\").writelines(lines)\n", " timpath = os.path.abspath(timfile)\n", " os.chdir(temp_dir)\n", " cmd = \"tempo2 -nobs %d -newpar -f pulsar.par %s -norescale\" % (_nobs, timpath)\n", " os.system(cmd + \" > /dev/null\")\n", " outparlines = open(\"new.par\").readlines()\n", " finally:\n", " os.chdir(orig_dir)\n", " os.system(\"rm -rf %s\" % temp_dir)\n", " for l in outparlines:\n", " if l.startswith(\"TRES\"):\n", " rms = float(l.split()[1])\n", " elif l.startswith(\"CHI2R\"):\n", " (foo, chi2r, ndof) = l.split()\n", " return float(chi2r) * float(ndof), int(ndof), rms, outparlines" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Set up date file path for PSR J1600-3053. \n", "\n", "* Note\n", " * This path only works when PINT is installed from source code, which has docs and example directories." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "psr = \"J1600-3053\"\n", "par_file = os.path.join(\"../examples\", psr + \"_NANOGrav_11yv1.gls.par\")\n", "tim_file = os.path.join(\"../examples\", psr + \"_NANOGrav_11yv1.tim\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## PINT run\n", "\n", "### Load TOAs to PINT" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Applying clock corrections (include_gps = True, include_bipm = True) [pint.toa]\n", "INFO: Observatory gbt, loading clock file \n", "\t/home/luo/.local/lib/python3.6/site-packages/pint/datafiles/time.dat [pint.observatory.topo_obs]\n", "INFO: Applying observatory clock corrections. [pint.observatory.topo_obs]\n", "INFO: Applying GPS to UTC clock correction (~few nanoseconds) [pint.observatory.topo_obs]\n", "INFO: Observatory gbt, loading GPS clock file \n", "\t/home/luo/.local/lib/python3.6/site-packages/pint/datafiles/gps2utc.clk [pint.observatory.topo_obs]\n", "INFO: Applying TT(TAI) to TT(BIPM2015) clock correction (~27 us) [pint.observatory.topo_obs]\n", "INFO: Observatory gbt, loading BIPM clock file \n", "\t/home/luo/.local/lib/python3.6/site-packages/pint/datafiles/tai2tt_bipm2015.clk [pint.observatory.topo_obs]\n", "INFO: Computing TDB columns. [pint.toa]\n", "INFO: Using EPHEM = DE436 for TDB calculation. [pint.toa]\n", "INFO: Computing PosVels of observatories and Earth, using DE436 [pint.toa]\n", "INFO: Set solar system ephemeris to link:\n", "\thttps://data.nanograv.org/static/data/ephem/de436.bsp [pint.solar_system_ephemerides]\n" ] } ], "source": [ "t = toa.get_TOAs(tim_file, ephem=\"DE436\", bipm_version=\"BIPM2015\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 12433 TOAs in the dataset.\n" ] } ], "source": [ "print(\"There are {} TOAs in the dataset.\".format(t.ntoas))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load timing model from .par file\n", "\n", "Since PINT only uses the IAU 2000 version of precession-nutation model but NANOGrav 11-year data uses old precession-nutation model, You will see a UserWarning: `PINT only supports 'T2CMETHOD IAU2000B'`. " ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Parameter A1DOT's value will be scaled by 1e-12 [pint.models.parameter]\n", "INFO: Parameter A1DOT's value will be scaled by 1e-12 [pint.models.parameter]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n" ] } ], "source": [ "m = models.get_model(par_file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Make the General Least Square fitter" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "f = GLSFitter(model=m, toas=t)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Fit TOAs for 9 iterations.\n", "\n", "The expected chi2 value should be close to TEMPO and TEMPO2, but not the same." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n", "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n", "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n", "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n", "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n", "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n", "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n", "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n", "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n", "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Postfit Chi2: 12368.094375740437515\n", "Degree of freedom: 12307\n" ] } ], "source": [ "chi2 = f.fit_toas(9)\n", "print(\"Postfit Chi2: \", chi2)\n", "print(\"Degree of freedom: \", f.resids.dof)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### The weighted RMS value for pre-fit and post-fit residuals" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pre-fit residual weighted RMS: 0.944170684867224 us\n", "Post-fit residual weighted RMS: 0.9441138383219785 us\n" ] } ], "source": [ "print(\"Pre-fit residual weighted RMS:\", f.resids_init.rms_weighted())\n", "print(\"Post-fit residual weighted RMS:\", f.resids.rms_weighted())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the pre-fit and post-fit residuals" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "pint_prefit = f.resids_init.time_resids.to_value(u.us)\n", "pint_postfit = f.resids.time_resids.to_value(u.us)\n", "\n", "plt.figure(figsize=(8, 5), dpi=150)\n", "plt.subplot(2, 1, 1)\n", "plt.errorbar(\n", " t.get_mjds().to_value(u.day),\n", " f.resids_init.time_resids.to_value(u.us),\n", " yerr=t.get_errors().to_value(u.us),\n", " fmt=\"x\",\n", ")\n", "\n", "plt.xlabel(\"MJD (day)\")\n", "plt.ylabel(\"Time Residuals (us)\")\n", "plt.title(\"PINT pre-fit residuals for PSR J1600-3053 NANOGrav 11-year data\")\n", "plt.grid(True)\n", "\n", "plt.subplot(2, 1, 2)\n", "plt.errorbar(\n", " t.get_mjds().to_value(u.day),\n", " f.resids.time_resids.to_value(u.us),\n", " yerr=t.get_errors().to_value(u.us),\n", " fmt=\"x\",\n", ")\n", "plt.xlabel(\"MJD (day)\")\n", "plt.ylabel(\"Time Residuals (us)\")\n", "plt.title(\"PINT post-fit residuals for PSR J1600-3053 NANOGrav 11-year data\")\n", "plt.grid(True)\n", "plt.tight_layout()\n", "plt.savefig(\"J1600_PINT\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## TEMPO run\n", "\n", "### Use tempo_utils to analysis the same data set." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "tempo_toa = tempo_utils.read_toa_file(tim_file)\n", "tempo_chi2, ndof, rms_t, tempo_par = tempo_utils.run_tempo(\n", " tempo_toa, par_file, get_output_par=True, gls=True\n", ")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TEMPO postfit chi2: 12368.46\n", "TEMPO postfit weighted rms: 0.944\n" ] } ], "source": [ "print(\"TEMPO postfit chi2: \", tempo_chi2)\n", "print(\"TEMPO postfit weighted rms: \", rms_t)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Write the TEMPO postfit model to a new .par file, for comparison later" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# Write out the post fit tempo parfile.\n", "tempo_parfile = open(psr + \"_tempo.par\", \"w\")\n", "for line in tempo_par:\n", " tempo_parfile.write(line)\n", "tempo_parfile.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Get the TEMPO residuals" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "tempo_prefit = tempo_toa.get_prefit()\n", "tempo_postfit = tempo_toa.get_resids()\n", "mjds = tempo_toa.get_mjd()\n", "freqs = tempo_toa.get_freq()\n", "errs = tempo_toa.get_resid_err()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the PINT - TEMPO residual difference." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "tp_diff_pre = (pint_prefit - tempo_prefit) * u.us\n", "tp_diff_post = (pint_postfit - tempo_postfit) * u.us" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 5), dpi=150)\n", "plt.subplot(2, 1, 1)\n", "plt.plot(mjds, (tp_diff_pre - tp_diff_pre.mean()).to_value(u.ns), \"+\")\n", "plt.xlabel(\"MJD (day)\")\n", "plt.ylabel(\"Time Residuals (ns)\")\n", "plt.title(\"PSR J1600-3053 prefit residual differences between PINT and TEMPO\")\n", "plt.grid(True)\n", "plt.subplot(2, 1, 2)\n", "plt.plot(mjds, (tp_diff_post - tp_diff_post.mean()).to_value(u.ns), \"+\")\n", "plt.xlabel(\"MJD (day)\")\n", "plt.ylabel(\"Time Residuals (ns)\")\n", "plt.title(\"PSR J1600-3053 postfit residual differences between PINT and TEMPO\")\n", "plt.grid(True)\n", "plt.tight_layout()\n", "plt.savefig(\"J1600_PINT_tempo.eps\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The PINT-TEMPO pre-fit residual discrepancy is due to the different precession-nutation model in the two packages.\n", "* TEMPO: IAU6501976 precession and IAU 1980 nutation.\n", "* PINT: IAU2000B precession-nutation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compare the parameter between TEMPO and PINT\n", "\n", "* Reported quantities\n", " * TEMPO value\n", " * TEMPO uncertainty \n", " * Parameter units\n", " * TEMPO parameter value - PINT parameter value\n", " * TEMPO/PINT parameter absolute difference divided by TEMPO uncertainty \n", " * PINT uncertainty divided by TEMPO uncertainty, if TEMPO provides the uncertainty value" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Parameter A1DOT's value will be scaled by 1e-12 [pint.models.parameter]\n", "INFO: Parameter A1DOT's value will be scaled by 1e-12 [pint.models.parameter]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/luo/.local/lib/python3.6/site-packages/pint/models/timing_model.py:304: UserWarning: PINT only supports 'T2CMETHOD IAU2000B'\n", " warn(\"PINT only supports 'T2CMETHOD IAU2000B'\")\n" ] } ], "source": [ "# Create the parameter compare table\n", "tv = []\n", "tu = []\n", "tv_pv = []\n", "tv_pv_tc = []\n", "tc_pc = []\n", "units = []\n", "names = []\n", "no_t_unc = []\n", "tempo_new_model = models.get_model(psr + \"_tempo.par\")\n", "for param in tempo_new_model.params:\n", " t_par = getattr(tempo_new_model, param)\n", " pint_par = getattr(f.model, param)\n", " tempoq = t_par.quantity\n", " pintq = pint_par.quantity\n", " try:\n", " diffq = tempoq - pintq\n", " if t_par.uncertainty_value != 0.0:\n", " diff_tcq = np.abs(diffq) / t_par.uncertainty\n", " uvsu = pint_par.uncertainty / t_par.uncertainty\n", " no_t_unc.append(False)\n", " else:\n", " diff_tcq = np.abs(diffq) / pint_par.uncertainty\n", " uvsu = t_par.uncertainty\n", " no_t_unc.append(True)\n", " except TypeError:\n", " continue\n", " uvsu = pint_par.uncertainty / t_par.uncertainty\n", " tv.append(tempoq.value)\n", " tu.append(t_par.uncertainty.value)\n", " tv_pv.append(diffq.value)\n", " tv_pv_tc.append(diff_tcq.value)\n", " tc_pc.append(uvsu)\n", " units.append(t_par.units)\n", " names.append(param)\n", "\n", "compare_table = Table(\n", " (names, tv, tu, units, tv_pv, tv_pv_tc, tc_pc, no_t_unc),\n", " names=(\n", " \"name\",\n", " \"Tempo Value\",\n", " \"Tempo uncertainty\",\n", " \"units\",\n", " \"Tempo_V-PINT_V\",\n", " \"Tempo_PINT_diff/unct\",\n", " \"PINT_unct/Tempo_unct\",\n", " \"no_t_unc\",\n", " ),\n", ")\n", "compare_table.sort(\"Tempo_PINT_diff/unct\")\n", "compare_table = compare_table[::-1]\n", "compare_table.write(\"parameter_compare.t.html\", format=\"html\", overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Print the parameter difference in a table.\n", "\n", "The table is sorted by relative difference in descending order. " ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=125\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
nameTempo ValueTempo uncertaintyunitsTempo_V-PINT_VTempo_PINT_diff/unctPINT_unct/Tempo_unctno_t_unc
str8str48float128objectfloat128float128float128bool
ELONG244.3476778440795.9573e-09deg-5.923646156924533557e-100.099435082284332391470.99997665908491340815False
ELAT-10.07183902536513.36103e-08deg-3.1908024911500576515e-090.094935257678451476231.0000723294528560605False
PMELONG0.46260.010399999999999999523mas / yr0.000711869555339084136850.068448995705681164871.0031591658256824307False
F0277.93771124297461485.186e-13Hz-1.471045507628332416e-140.0283657058933346011571.0000737060332136081False
PX0.5040.07349999999999999589mas-0.00207140404968053637450.0281823680228644422860.99982583641940803165False
ECC0.00017372948.9000000000000002855e-09-2.385671795204248602e-100.0268053010697106575131.0022775158955208319False
DMX_00100.000669275610.00020051850499999999489pc / cm3-5.0888210248638612865e-060.0253783112180287866170.9999978605214362437False
DMX_00010.00164320560.00022434462499999998828pc / cm3-5.3330253040537178855e-060.0237715760030075065611.0000068595527518145False
DMX_00020.001360248720.00020941304000000001188pc / cm3-4.909940340062750319e-060.0234462015357914214941.0000106543543163529False
OM181.849568165780.01296546975deg-0.000263761398727566098720.0203433738856678215390.9909564544661490358False
........................
DMX_00453.64190777e-050.00020164094999999999935pc / cm3-1.07417857443502110307e-070.000532718465388613338951.00000068370106443False
DMX_0071-0.0001769126030.00019118353399999999634pc / cm3-9.7209239643334917694e-080.00050846031355051169321.0000046197730818598False
DMX_00752.00017094e-060.00019663653799999999744pc / cm3-9.568337454155456868e-080.000486600178760035809430.9999419901870312266False
DMX_00940.0009298491210.00019402737299999999105pc / cm34.607091936333768123e-080.00023744546272518819090.99999408921119359306False
DMX_0073-0.0001569538350.00019724444300000000259pc / cm34.614141422537424743e-080.000233930109885905609731.0000039448402757714False
DMX_00170.0001787627570.00021197504699999999088pc / cm3-3.7177033512374732874e-080.000175384008818616924990.99998893629003005046False
DMX_0067-0.0003779679840.00019749766400000001308pc / cm3-2.135996082108402791e-080.000108152979576933258220.9999769537566483013False
DMX_0043-0.0004948486480.0001997188189999999947pc / cm31.8844699835535508314e-089.43561549677274415e-050.99998484576198187757False
DMX_00838.70047706e-060.00020486178099999999887pc / cm31.8072403983782853805e-088.8217547927023319e-051.0000060515174629128False
DMX_0069-0.0002513683560.00019942850700000000919pc / cm31.6777396572118397772e-088.412737388701604967e-051.0000028589159370984False
" ], "text/plain": [ "\n", " name Tempo Value ... PINT_unct/Tempo_unct no_t_unc\n", " str8 str48 ... float128 bool \n", "-------- -------------------- ... ---------------------- --------\n", " ELONG 244.347677844079 ... 0.99997665908491340815 False\n", " ELAT -10.0718390253651 ... 1.0000723294528560605 False\n", " PMELONG 0.4626 ... 1.0031591658256824307 False\n", " F0 277.9377112429746148 ... 1.0000737060332136081 False\n", " PX 0.504 ... 0.99982583641940803165 False\n", " ECC 0.0001737294 ... 1.0022775158955208319 False\n", "DMX_0010 0.00066927561 ... 0.9999978605214362437 False\n", "DMX_0001 0.0016432056 ... 1.0000068595527518145 False\n", "DMX_0002 0.00136024872 ... 1.0000106543543163529 False\n", " OM 181.84956816578 ... 0.9909564544661490358 False\n", " ... ... ... ... ...\n", "DMX_0045 3.64190777e-05 ... 1.00000068370106443 False\n", "DMX_0071 -0.000176912603 ... 1.0000046197730818598 False\n", "DMX_0075 2.00017094e-06 ... 0.9999419901870312266 False\n", "DMX_0094 0.000929849121 ... 0.99999408921119359306 False\n", "DMX_0073 -0.000156953835 ... 1.0000039448402757714 False\n", "DMX_0017 0.000178762757 ... 0.99998893629003005046 False\n", "DMX_0067 -0.000377967984 ... 0.9999769537566483013 False\n", "DMX_0043 -0.000494848648 ... 0.99998484576198187757 False\n", "DMX_0083 8.70047706e-06 ... 1.0000060515174629128 False\n", "DMX_0069 -0.000251368356 ... 1.0000028589159370984 False" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "compare_table" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### If one wants the Latex output please use the cell below. " ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "# ascii.write(compare_table, sys.stdout, Writer = ascii.Latex,\n", "# latexdict = {'tabletype': 'table*'})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Check out the maximum DMX difference" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Row index=6\n", "
\n", "\n", "\n", "\n", "
nameTempo ValueTempo uncertaintyunitsTempo_V-PINT_VTempo_PINT_diff/unctPINT_unct/Tempo_unctno_t_unc
str8str48float128objectfloat128float128float128bool
DMX_00100.000669275610.00020051850499999999489pc / cm3-5.0888210248638612865e-060.0253783112180287866170.9999978605214362437False
" ], "text/plain": [ "\n", " name Tempo Value Tempo uncertainty units Tempo_V-PINT_V Tempo_PINT_diff/unct PINT_unct/Tempo_unct no_t_unc\n", " str8 str48 float128 object float128 float128 float128 bool \n", "-------- ------------- ------------------------- -------- -------------------------- ----------------------- --------------------- --------\n", "DMX_0010 0.00066927561 0.00020051850499999999489 pc / cm3 -5.0888210248638612865e-06 0.025378311218028786617 0.9999978605214362437 False" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "max_dmx = 0\n", "max_dmx_index = 0\n", "for ii, row in enumerate(compare_table):\n", " if row[\"name\"].startswith(\"DMX_\"):\n", " if row[\"Tempo_PINT_diff/unct\"] > max_dmx:\n", " max_dmx = row[\"Tempo_PINT_diff/unct\"]\n", " max_dmx_index = ii\n", "\n", "dmx_max = compare_table[max_dmx_index][\"name\"]\n", "\n", "compare_table[max_dmx_index]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Output the table in the paper" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=20\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
nameTempo ValueTempo uncertaintyunitsTempo_V-PINT_VTempo_PINT_diff/unctPINT_unct/Tempo_unctno_t_unc
str8str48float128objectfloat128float128float128bool
F0277.93771124297461485.186e-13Hz-1.471045507628332416e-140.0283657058933346011571.0000737060332136081False
F1-7.338737472765e-164.619148184227e-21Hz / s6.3620434143467849095e-230.0137731961838142522691.0001125817340140925False
FD13.98314325e-051.6566479199999999207e-06s-2.5460168459788480762e-090.00153684848496888118960.9999972210804803918False
FD2-1.47296057e-051.1922595999999999884e-06s1.3701818969060749554e-090.00114923117155531803560.99999858894148907495False
JUMP1-8.789e-061.2999999999999999941e-07s-4.6499257614788852208e-100.00357686597036837314671.0037094619649047367False
PX0.5040.07349999999999999589mas-0.00207140404968053637450.0281823680228644422860.99982583641940803165False
ELONG244.3476778440795.9573e-09deg-5.923646156924533557e-100.099435082284332391470.99997665908491340815False
ELAT-10.07183902536513.36103e-08deg-3.1908024911500576515e-090.094935257678451476231.0000723294528560605False
PMELONG0.46260.010399999999999999523mas / yr0.000711869555339084136850.068448995705681164871.0031591658256824307False
PMELAT-7.15550.058200000000000001732mas / yr-0.000504848952748382373560.0086743806314155038480.9992173822396303029False
PB14.348465725503022.1222661e-06d-3.4570101856666590745e-080.0162892400046660457631.0000725690593949082False
A18.8016531228.1100000000000004906e-07ls1.4913034362962207524e-080.0183884517422468647670.9844174919313783967False
A1DOT-4e-156.260000000000000155e-16ls / s8.912568233346704436e-180.0142373294462407422310.99986821703571171494False
ECC0.00017372948.9000000000000002855e-09-2.385671795204248602e-100.0268053010697106575131.0022775158955208319False
T055878.26189804510000000.0005167676d-1.0512794592798524462e-050.0203433701973547189520.9909423736001105048False
OM181.849568165780.01296546975deg-0.000263761398727566098720.0203433738856678215390.9909564544661490358False
OMDOT0.00522090.0013554deg / yr-2.2108721249702442383e-050.0163115842184612973171.0000993017977168461False
M20.2718940.089418999999999998485solMass-0.00164113817268091155550.0183533496536632222130.97866231479642251667False
SINI0.9062850.033993000000000002380.000543558683816058874070.0159903122353443026550.9838880245552520387False
DMX_00100.000669275610.00020051850499999999489pc / cm3-5.0888210248638612865e-060.0253783112180287866170.9999978605214362437False
" ], "text/plain": [ "\n", " name Tempo Value ... PINT_unct/Tempo_unct no_t_unc\n", " str8 str48 ... float128 bool \n", "-------- ---------------------- ... ---------------------- --------\n", " F0 277.9377112429746148 ... 1.0000737060332136081 False\n", " F1 -7.338737472765e-16 ... 1.0001125817340140925 False\n", " FD1 3.98314325e-05 ... 0.9999972210804803918 False\n", " FD2 -1.47296057e-05 ... 0.99999858894148907495 False\n", " JUMP1 -8.789e-06 ... 1.0037094619649047367 False\n", " PX 0.504 ... 0.99982583641940803165 False\n", " ELONG 244.347677844079 ... 0.99997665908491340815 False\n", " ELAT -10.0718390253651 ... 1.0000723294528560605 False\n", " PMELONG 0.4626 ... 1.0031591658256824307 False\n", " PMELAT -7.1555 ... 0.9992173822396303029 False\n", " PB 14.34846572550302 ... 1.0000725690593949082 False\n", " A1 8.801653122 ... 0.9844174919313783967 False\n", " A1DOT -4e-15 ... 0.99986821703571171494 False\n", " ECC 0.0001737294 ... 1.0022775158955208319 False\n", " T0 55878.2618980451000000 ... 0.9909423736001105048 False\n", " OM 181.84956816578 ... 0.9909564544661490358 False\n", " OMDOT 0.0052209 ... 1.0000993017977168461 False\n", " M2 0.271894 ... 0.97866231479642251667 False\n", " SINI 0.906285 ... 0.9838880245552520387 False\n", "DMX_0010 0.00066927561 ... 0.9999978605214362437 False" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paper_params = [\n", " \"F0\",\n", " \"F1\",\n", " \"FD1\",\n", " \"FD2\",\n", " \"JUMP1\",\n", " \"PX\",\n", " \"ELONG\",\n", " \"ELAT\",\n", " \"PMELONG\",\n", " \"PMELAT\",\n", " \"PB\",\n", " \"A1\",\n", " \"A1DOT\",\n", " \"ECC\",\n", " \"T0\",\n", " \"OM\",\n", " \"OMDOT\",\n", " \"M2\",\n", " \"SINI\",\n", " dmx_max,\n", "]\n", "# Get the table index of the parameters above\n", "paper_param_index = []\n", "for pp in paper_params:\n", " # We assume the parameter name are unique in the table\n", " idx = np.where(compare_table[\"name\"] == pp)[0][0]\n", " paper_param_index.append(idx)\n", "paper_param_index = np.array(paper_param_index)\n", "compare_table[paper_param_index]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## TEMPO2 run\n", "\n", "Before TEMPO2 run, the `.par` file has to be modified for a more accurate TEMPO2 vs PINT comparison. We save the modified .par file in a file named \"[PSR name]_tempo2.par\". In this case, \"J1600-3053_tempo2.par\"\n", "\n", "* Modified parameters in the .par file:\n", " * ECL IERS2010 ----> ECL IERS 2003 (In this version of TEMPO2, the IERS 2003 Obliquity angle is hardcoded in its code. To match TEMPO2's default value, we change the ECL to IERS 2003 in the `.par` file )\n", " * T2CMETHOD TEMPO ----> # T2CMETHOD TEMPO (TEMPO2 supports both IAU 2000 precession-nutation model and old TEMPO-style model. To make TEMPO2 ues its default precession and nutation model, IAU 2000, this line in the `.par` file has to be commmented out.)\n", "* Note, this modified `.par` file is provided in the `docs/examples` directory. If PINT is not installed from source code, one have to modify the `.par` file from the NANOGrav 11-year data." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "tempo2_par = os.path.join(\"../examples\", \"J1600-3053_tempo2.par\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### PINT refit using the modified tempo2-style parfile" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Parameter A1DOT's value will be scaled by 1e-12 [pint.models.parameter]\n", "INFO: Parameter A1DOT's value will be scaled by 1e-12 [pint.models.parameter]\n" ] } ], "source": [ "m_t2 = models.get_model(tempo2_par)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "12368.092265853045861" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f_t2 = GLSFitter(toas=t, model=m_t2)\n", "f_t2.fit_toas()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tempo2 fit" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TEMPO2 chi2: 12265.156200000001\n", "TEMPO2 rms: 0.944\n" ] } ], "source": [ "tempo2_chi2, ndof, rms_t2, tempo2_new_par = newpar2(tempo2_par, tim_file)\n", "print(\"TEMPO2 chi2: \", tempo2_chi2)\n", "print(\"TEMPO2 rms: \", rms_t2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Get TEMPO2 residuals, toa value, observing frequencies, and data error" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "tempo2_result = t2u.general2(\n", " tempo2_par, tim_file, [\"sat\", \"pre\", \"post\", \"freq\", \"err\"]\n", ")\n", "# TEMPO2's residual unit is second\n", "tp2_diff_pre = f_t2.resids_init.time_resids - tempo2_result[\"pre\"] * u.s\n", "tp2_diff_post = f_t2.resids.time_resids - tempo2_result[\"post\"] * u.s" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the TEMPO2 - PINT residual difference" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 5), dpi=150)\n", "plt.subplot(2, 1, 1)\n", "plt.plot(mjds, (tp2_diff_pre - tp2_diff_pre.mean()).to_value(u.ns), \"+\")\n", "plt.xlabel(\"MJD (day)\")\n", "plt.ylabel(\"Time Residuals (ns)\")\n", "plt.title(\"PSR J1600-3053 prefit residual differences between PINT and TEMPO2\")\n", "plt.grid(True)\n", "plt.subplot(2, 1, 2)\n", "plt.plot(mjds, (tp2_diff_post - tp2_diff_post.mean()).to_value(u.ns), \"+\")\n", "plt.xlabel(\"MJD (day)\")\n", "plt.ylabel(\"Time Residuals (ns)\")\n", "plt.title(\"PSR J1600-3053 postfit residual differences between PINT and TEMPO2\")\n", "plt.grid(True)\n", "plt.tight_layout()\n", "plt.savefig(\"J1600_PINT_tempo2\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this comparison, PINT and TEMPO2's results, both pre-fit and post-fit, agree with each other within the level of 5 ns." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Write out the TEMPO2 postfit parameter to a new file\n", "\n", "* Note, since the ECL parameter is hard coded in tempo2, we will have to add it manually " ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "# Write out the post fit tempo parfile.\n", "tempo2_parfile = open(psr + \"_new_tempo2.2.par\", \"w\")\n", "for line in tempo2_new_par:\n", " tempo2_parfile.write(line)\n", "tempo2_parfile.write(\"ECL IERS2003\")\n", "tempo2_parfile.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compare the parameter between TEMPO2 and PINT\n", "\n", "* Reported quantities\n", " * TEMPO2 value\n", " * TEMPO2 uncertainty \n", " * Parameter units\n", " * TEMPO2 parameter value - PINT parameter value\n", " * TEMPO2/PINT parameter absolute difference divided by TEMPO2 uncertainty \n", " * PINT uncertainty divided by TEMPO2 uncertainty, if TEMPO2 provides the uncertainty value" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: EPHVER 5 does nothing in PINT [pint.models.timing_model]\n", "WARNING: Unrecognized parfile line 'NE_SW 0' [pint.models.timing_model]\n", "WARNING: Unrecognized parfile line 'NE_SW2 0.000' [pint.models.timing_model]\n", "/home/luo/.local/lib/python3.6/site-packages/astropy/units/quantity.py:477: RuntimeWarning: divide by zero encountered in true_divide\n", " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" ] } ], "source": [ "# Create the parameter compare table\n", "tv = []\n", "t2_unc = []\n", "tv_pv = []\n", "tv_pv_tc = []\n", "tc_pc = []\n", "units = []\n", "names = []\n", "no_t2_unc = []\n", "tempo2_new_model = models.get_model(psr + \"_new_tempo2.2.par\")\n", "for param in tempo2_new_model.params:\n", " t2_par = getattr(tempo2_new_model, param)\n", " pint2_par = getattr(f_t2.model, param)\n", " tempo2q = t2_par.quantity\n", " pint2q = pint2_par.quantity\n", " try:\n", " diff2q = tempo2q - pint2q\n", " if t2_par.uncertainty_value != 0.0:\n", " diff_tcq = np.abs(diff2q) / t2_par.uncertainty\n", " uvsu = pint2_par.uncertainty / t2_par.uncertainty\n", " no_t2_unc.append(False)\n", " else:\n", " diff_tcq = np.abs(diff2q) / pint2_par.uncertainty\n", " uvsu = t2_par.uncertainty\n", " no_t2_unc.append(True)\n", " except TypeError:\n", " continue\n", " uvsu = pint2_par.uncertainty / t2_par.uncertainty\n", " tv.append(tempo2q.value)\n", " t2_unc.append(t2_par.uncertainty.value)\n", " tv_pv.append(diff2q.value)\n", " tv_pv_tc.append(diff_tcq.value)\n", " tc_pc.append(uvsu)\n", " units.append(t2_par.units)\n", " names.append(param)\n", "\n", "compare_table2 = Table(\n", " (names, tv, t2_unc, units, tv_pv, tv_pv_tc, tc_pc, no_t2_unc),\n", " names=(\n", " \"name\",\n", " \"Tempo2 Value\",\n", " \"T2 unc\",\n", " \"units\",\n", " \"Tempo2_V-PINT_V\",\n", " \"Tempo2_PINT_diff/unct\",\n", " \"PINT_unct/Tempo2_unct\",\n", " \"no_t_unc\",\n", " ),\n", ")\n", "compare_table2.sort(\"Tempo2_PINT_diff/unct\")\n", "compare_table2 = compare_table2[::-1]\n", "compare_table2.write(\"parameter_compare.t2.html\", format=\"html\", overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Print the parameter difference in a table.\n", "The table is sorted by relative difference in descending order. " ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=125\n", "
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nameTempo2 ValueT2 uncunitsTempo2_V-PINT_VTempo2_PINT_diff/unctPINT_unct/Tempo2_unctno_t_unc
str8str48float128objectfloat128float128float128bool
ECC0.000173729661575211688.922286680669999241e-094.158524756102052744e-110.00466082844559504490961.0000400945849889922False
DMX_00980.00133946131224894170.00019579968831114546654pc / cm3-5.203720844662671624e-070.0026576757550264501830.999999270898346615False
DMX_0070-0.000237479639065179730.00019767137320477682749pc / cm3-4.67328571424551701e-070.00236416919581180140151.0000006149827960211False
DMX_00970.00139283306619874460.00019620100461426303326pc / cm3-4.3986846819175744183e-070.0022419277060102306420.9999998585691036723False
DMX_0055-0.00053077049044036210.00019675128861832102923pc / cm3-3.9826563099699431592e-070.00202420850096485076261.0000000155754873443False
DMX_0063-0.000484105710728255740.00019894769104906708185pc / cm3-3.8863084052005031355e-070.0019534322739347656681.0000001764728303488False
DMX_00790.000189767952940002160.00019490725481464179483pc / cm3-3.6899448284041791446e-070.0018931798264324964811.000000186999052243False
DMX_00100.000674033569559790.00020051850482404336064pc / cm3-3.7725252445390284467e-070.00188138508605450180750.99999987947730495375False
F1-7.3387383041227678664e-164.619148404392432094e-21Hz / s-8.1916189706268323405e-240.00177340458748570907890.9999982063295332385False
DMX_00860.000295253466908306440.0001961188165133768578pc / cm3-3.4520664969226941277e-070.0017601913769896913431.0000003907045813545False
........................
DMX_00920.00132072951385398940.00019585216459019454951pc / cm3-3.4341162511537445812e-080.000175342266874576870011.0000000634867269866False
DMX_0058-0.00053775814687447930.00019927530538964258904pc / cm3-3.1767895307833332597e-080.000159417120178125611311.0000003635542755731False
DMX_00170.00017898677292651840.00021197504981685315979pc / cm32.854267636918103937e-080.0001346511129203270150.9999995235765041235False
DMX_00890.00074956144462958460.00021586616414944812654pc / cm32.4131246270523223907e-080.0001117879977420487084541.0000000332176062212False
DMX_0027-0.000182880825351814140.00019391445756469536201pc / cm3-1.7893991355739631913e-089.227775783437751106e-051.000000166662465162False
DMX_0040-0.00052424493853935320.00020212647115737782458pc / cm3-1.6804078603323106822e-088.313645663085500665e-050.99999999749641554914False
DMX_0032-6.265675469663684e-050.00019561483985536690729pc / cm31.5367171419820358814e-087.855831097059144273e-051.0000001097328992117False
DMX_00010.00164843721682323250.00022434462780433157077pc / cm3-1.4668063582322365956e-086.538183564224023551e-051.0000004801524928766False
DMX_00838.544780315309648e-060.00020486177918444288125pc / cm3-9.68929340697572577e-094.729673561143965028e-051.0000001554708373153False
DMX_0044-0.00033900236624910280.00021062295971768858391pc / cm3-4.0461326309814554802e-091.9210311337399994e-051.000000188731715367False
" ], "text/plain": [ "\n", " name Tempo2 Value ... PINT_unct/Tempo2_unct no_t_unc\n", " str8 str48 ... float128 bool \n", "-------- -------------------------- ... ---------------------- --------\n", " ECC 0.00017372966157521168 ... 1.0000400945849889922 False\n", "DMX_0098 0.0013394613122489417 ... 0.999999270898346615 False\n", "DMX_0070 -0.00023747963906517973 ... 1.0000006149827960211 False\n", "DMX_0097 0.0013928330661987446 ... 0.9999998585691036723 False\n", "DMX_0055 -0.0005307704904403621 ... 1.0000000155754873443 False\n", "DMX_0063 -0.00048410571072825574 ... 1.0000001764728303488 False\n", "DMX_0079 0.00018976795294000216 ... 1.000000186999052243 False\n", "DMX_0010 0.00067403356955979 ... 0.99999987947730495375 False\n", " F1 -7.3387383041227678664e-16 ... 0.9999982063295332385 False\n", "DMX_0086 0.00029525346690830644 ... 1.0000003907045813545 False\n", " ... ... ... ... ...\n", "DMX_0092 0.0013207295138539894 ... 1.0000000634867269866 False\n", "DMX_0058 -0.0005377581468744793 ... 1.0000003635542755731 False\n", "DMX_0017 0.0001789867729265184 ... 0.9999995235765041235 False\n", "DMX_0089 0.0007495614446295846 ... 1.0000000332176062212 False\n", "DMX_0027 -0.00018288082535181414 ... 1.000000166662465162 False\n", "DMX_0040 -0.0005242449385393532 ... 0.99999999749641554914 False\n", "DMX_0032 -6.265675469663684e-05 ... 1.0000001097328992117 False\n", "DMX_0001 0.0016484372168232325 ... 1.0000004801524928766 False\n", "DMX_0083 8.544780315309648e-06 ... 1.0000001554708373153 False\n", "DMX_0044 -0.0003390023662491028 ... 1.000000188731715367 False" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "compare_table2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### If one wants to get the latex version, please use the line below." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "# ascii.write(compare_table2, sys.stdout, Writer = ascii.Latex,\n", "# latexdict = {'tabletype': 'table*'})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Check out the maximum DMX difference" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Row index=1\n", "
\n", "\n", "\n", "\n", "
nameTempo2 ValueT2 uncunitsTempo2_V-PINT_VTempo2_PINT_diff/unctPINT_unct/Tempo2_unctno_t_unc
str8str48float128objectfloat128float128float128bool
DMX_00980.00133946131224894170.00019579968831114546654pc / cm3-5.203720844662671624e-070.0026576757550264501830.999999270898346615False
" ], "text/plain": [ "\n", " name Tempo2 Value T2 unc units Tempo2_V-PINT_V Tempo2_PINT_diff/unct PINT_unct/Tempo2_unct no_t_unc\n", " str8 str48 float128 object float128 float128 float128 bool \n", "-------- --------------------- ------------------------- -------- ------------------------- ----------------------- --------------------- --------\n", "DMX_0098 0.0013394613122489417 0.00019579968831114546654 pc / cm3 -5.203720844662671624e-07 0.002657675755026450183 0.999999270898346615 False" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "max_dmx = 0\n", "max_dmx_index = 0\n", "for ii, row in enumerate(compare_table2):\n", " if row[\"name\"].startswith(\"DMX_\"):\n", " if row[\"Tempo2_PINT_diff/unct\"] > max_dmx:\n", " max_dmx = row[\"Tempo2_PINT_diff/unct\"]\n", " max_dmx_index = ii\n", "\n", "dmx_max2 = compare_table2[max_dmx_index][\"name\"]\n", "\n", "compare_table2[max_dmx_index]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Output the table in the paper" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=20\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
nameTempo2 ValueT2 uncunitsTempo2_V-PINT_VTempo2_PINT_diff/unctPINT_unct/Tempo2_unctno_t_unc
str8str48float128objectfloat128float128float128bool
F0277.937711242974627885.1859268946902080184e-13Hz-6.6613381477509392425e-160.00128450290237823877811.0000081311054239701False
F1-7.3387383041227678664e-164.619148404392432094e-21Hz / s-8.1916189706268323405e-240.00177340458748570907890.9999982063295332385False
FD13.983282287426775e-051.6566478062738200598e-06s-1.6361212107284211874e-090.00098760955981853026061.00000000325577032False
FD2-1.4729805752137882e-051.1922596055992699934e-06s1.4357622807706935195e-090.00120423628715411431061.0000000135934370427False
JUMP1-8.7887456483184e-060.0s-4.9036265484266971897e-110.00037580263061884339052infTrue
PX0.50612420123220640.07348886965486496614mas1.8776131796016670705e-050.000255496266090326118631.0000000214259234799False
ELONG244.347677842553825.95727548431e-09deg9.1233687271596863866e-120.00153146664967708780971.0000013787890671494False
ELAT-10.0718390470430653.361025894297e-08deg-1.44861900253090425394e-110.00043100501099647159270.99999279185393830885False
PMELONG0.46190960156254910.010433361011620021289mas / yr7.4203184182164427796e-060.00071121074119376856761.0000025748109051538False
PMELAT-7.1551456742758220.058156247552489513664mas / yr-7.1705189014892312116e-050.00123297482269938514160.99999266738091230344False
PB14.3484657546613667862.12226632065849e-06d-1.9243153815198810186e-090.00090672662652574659070.99999757655418149095False
A18.801653122864638.114047416773300209e-07ls-8.196980871844061767e-100.00101022097244580079220.99998413921662954174False
A1DOT-4.008979189463729e-156.2586911221949290846e-16ls / s-1.0335518582171720488e-180.001651386588726085591.0000003602893390298False
ECC0.000173729661575211688.922286680669999241e-094.158524756102052744e-110.00466082844559504490961.0000400945849889922False
T055878.26189947384950700.00051676746764245482d4.8831633153723075225e-070.000944944026304478853571.0000114310932686899False
OM181.849604015494514780.01296564244572522874deg1.225778713571934464e-050.000945405303827481071871.0000120115751260204False
OMDOT0.00523955285176455407780.00135543635075636363deg / yr-1.228657154944533207e-060.000906466138567786814870.9999975920019996213False
M20.27176338143833560.08941866471282471085solMass0.000104263806940840808580.00116601838414488148851.0000265499521452384False
SINI0.90642005682258460.03399283139781983376-4.2776490711826653524e-050.00125839740182896817761.0000279809291119371False
DMX_00100.000674033569559790.00020051850482404336064pc / cm3-3.7725252445390284467e-070.00188138508605450180750.99999987947730495375False
" ], "text/plain": [ "\n", " name Tempo2 Value ... PINT_unct/Tempo2_unct no_t_unc\n", " str8 str48 ... float128 bool \n", "-------- -------------------------- ... ---------------------- --------\n", " F0 277.93771124297462788 ... 1.0000081311054239701 False\n", " F1 -7.3387383041227678664e-16 ... 0.9999982063295332385 False\n", " FD1 3.983282287426775e-05 ... 1.00000000325577032 False\n", " FD2 -1.4729805752137882e-05 ... 1.0000000135934370427 False\n", " JUMP1 -8.7887456483184e-06 ... inf True\n", " PX 0.5061242012322064 ... 1.0000000214259234799 False\n", " ELONG 244.34767784255382 ... 1.0000013787890671494 False\n", " ELAT -10.071839047043065 ... 0.99999279185393830885 False\n", " PMELONG 0.4619096015625491 ... 1.0000025748109051538 False\n", " PMELAT -7.155145674275822 ... 0.99999266738091230344 False\n", " PB 14.348465754661366786 ... 0.99999757655418149095 False\n", " A1 8.80165312286463 ... 0.99998413921662954174 False\n", " A1DOT -4.008979189463729e-15 ... 1.0000003602893390298 False\n", " ECC 0.00017372966157521168 ... 1.0000400945849889922 False\n", " T0 55878.2618994738495070 ... 1.0000114310932686899 False\n", " OM 181.84960401549451478 ... 1.0000120115751260204 False\n", " OMDOT 0.0052395528517645540778 ... 0.9999975920019996213 False\n", " M2 0.2717633814383356 ... 1.0000265499521452384 False\n", " SINI 0.9064200568225846 ... 1.0000279809291119371 False\n", "DMX_0010 0.00067403356955979 ... 0.99999987947730495375 False" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paper_params = [\n", " \"F0\",\n", " \"F1\",\n", " \"FD1\",\n", " \"FD2\",\n", " \"JUMP1\",\n", " \"PX\",\n", " \"ELONG\",\n", " \"ELAT\",\n", " \"PMELONG\",\n", " \"PMELAT\",\n", " \"PB\",\n", " \"A1\",\n", " \"A1DOT\",\n", " \"ECC\",\n", " \"T0\",\n", " \"OM\",\n", " \"OMDOT\",\n", " \"M2\",\n", " \"SINI\",\n", " dmx_max,\n", "]\n", "# Get the table index of the parameters above\n", "paper_param_index = []\n", "for pp in paper_params:\n", " # We assume the parameter name are unique in the table\n", " idx = np.where(compare_table2[\"name\"] == pp)[0][0]\n", " paper_param_index.append(idx)\n", "paper_param_index = np.array(paper_param_index)\n", "compare_table2[paper_param_index]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The residual difference between PINT and TEMPO2 is at the level of ~1ns \n", "\n", "* We believe the discrepancy is mainly from the solar system geometric delay. \n", "* We will use the tempo2 postfit parameters, which are wrote out to `J1600-3053_new_tempo2.2.par`" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: EPHVER 5 does nothing in PINT [pint.models.timing_model]\n", "WARNING: Unrecognized parfile line 'NE_SW 0' [pint.models.timing_model]\n", "WARNING: Unrecognized parfile line 'NE_SW2 0.000' [pint.models.timing_model]\n" ] } ], "source": [ "tempo2_result2 = t2u.general2(\n", " \"J1600-3053_new_tempo2.2.par\", tim_file, [\"sat\", \"pre\", \"post\", \"freq\", \"err\"]\n", ")\n", "m_t22 = models.get_model(\"J1600-3053_new_tempo2.2.par\")\n", "f_t22 = GLSFitter(toas=t, model=m_t22)\n", "f_t22.fit_toas()\n", "tp2_diff_pre2 = f_t22.resids_init.time_resids - tempo2_result2[\"pre\"] * u.s\n", "tp2_diff_post2 = f_t22.resids.time_resids - tempo2_result2[\"post\"] * u.s" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "PINT_solar = m_t22.solar_system_geometric_delay(t)\n", "tempo2_solar = t2u.general2(\"J1600-3053_new_tempo2.2.par\", tim_file, [\"roemer\"])" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "diff_solar = PINT_solar + tempo2_solar[\"roemer\"] * u.s\n", "plt.figure(figsize=(8, 2.5), dpi=150)\n", "plt.plot(mjds, (tp2_diff_post2 - tp2_diff_post2.mean()).to_value(u.ns), \"+\")\n", "plt.plot(\n", " mjds,\n", " (diff_solar - diff_solar.mean()).to_value(u.ns, equivalencies=[(ls, u.s)]),\n", " \"x\",\n", ")\n", "\n", "plt.xlabel(\"MJD (day)\")\n", "plt.ylabel(\"Discrepancies (ns)\")\n", "# plt.title('PSR J1600-3053 postfit residual differences between PINT and TEMPO2')\n", "plt.grid(True)\n", "plt.legend(\n", " [\"Postfit Residual Differences\", \"Solar System Geometric Delay Difference\"],\n", " loc=\"upper center\",\n", " bbox_to_anchor=(0.5, -0.3),\n", " shadow=True,\n", " ncol=2,\n", ")\n", "plt.tight_layout()\n", "plt.savefig(\"solar_geo\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.12" } }, "nbformat": 4, "nbformat_minor": 2 }