{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Spectral element DEComposition (SDEC) Plot\n", "SDEC Plot illustrates the contributions of different chemical elements in the formation of a simulation model's spectrum. It is a spectral diagnostic plot similar to those originally proposed by M. Kromer (see, for example, [Kromer et al. 2013](https://arxiv.org/abs/1311.0310), figure 4)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:35:03.859695Z", "start_time": "2021-02-18T17:35:03.851958Z" }, "nbsphinx": "hidden" }, "outputs": [], "source": [ "import warnings;\n", "warnings.filterwarnings('ignore');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First create a simulation model for which you want to generate this plot:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:37:30.434925Z", "start_time": "2021-02-18T17:35:06.936525Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.plasma.standard_plasmas\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Reading Atomic Data from kurucz_cd23_chianti_H_He.h5 (\u001b[1mstandard_plasmas.py\u001b[0m:91)\n", "[\u001b[1mtardis.io.atom_data.util\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Atom Data kurucz_cd23_chianti_H_He.h5 not found in local path. Exists in TARDIS Data repo /home/atharva/Downloads/tardis-data/kurucz_cd23_chianti_H_He.h5 (\u001b[1mutil.py\u001b[0m:34)\n", "[\u001b[1mtardis.io.atom_data.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Read Atom Data with UUID=6f7b09e887a311e7a06b246e96350010 and MD5=864f1753714343c41f99cb065710cace. (\u001b[1mbase.py\u001b[0m:179)\n", "[\u001b[1mtardis.io.atom_data.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Non provided atomic data: synpp_refs, photoionization_data, yg_data, two_photon_data (\u001b[1mbase.py\u001b[0m:183)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 1/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 7.94275e+42 erg / s Luminosity absorbed = 2.65805e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 9926.501965 10134.733717 0.400392 0.508204\n", "\t5 9852.611678 10222.890845 0.211205 0.197026\n", "\t10 9779.813302 10144.463169 0.142695 0.117179\n", "\t15 9708.082813 9873.477846 0.104556 0.086941\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 9933.952 K -- next t_inner 11472.055 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 2/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 1.40815e+43 erg / s Luminosity absorbed = 4.77001e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 10134.733717 11468.021903 0.508204 0.548671\n", "\t5 10222.890845 11499.835340 0.197026 0.221374\n", "\t10 10144.463169 11306.370330 0.117179 0.136291\n", "\t15 9873.477846 10953.828130 0.086941 0.102617\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 11472.055 K -- next t_inner 9949.978 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 3/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 8.12624e+42 erg / s Luminosity absorbed = 2.54722e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 11468.021903 10497.008397 0.548671 0.442299\n", "\t5 11499.835340 10799.075913 0.221374 0.164288\n", "\t10 11306.370330 10623.433274 0.136291 0.101820\n", "\t15 10953.828130 10226.187071 0.102617 0.077629\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 9949.978 K -- next t_inner 11360.097 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 4/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 1.36297e+43 erg / s Luminosity absorbed = 4.49721e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 10497.008397 11615.344313 0.442299 0.497714\n", "\t5 10799.075913 11729.411389 0.164288 0.199205\n", "\t10 10623.433274 11517.190317 0.101820 0.123849\n", "\t15 10226.187071 11103.373456 0.077629 0.093930\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 11360.097 K -- next t_inner 10014.843 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 5/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 8.27895e+42 erg / s Luminosity absorbed = 2.66933e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 11615.344313 10549.514128 0.497714 0.443441\n", "\t5 11729.411389 10919.073481 0.199205 0.162199\n", "\t10 11517.190317 10697.303300 0.123849 0.101289\n", "\t15 11103.373456 10379.863073 0.093930 0.075372\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 10014.843 K -- next t_inner 11328.210 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 6/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 1.34741e+43 erg / s Luminosity absorbed = 4.44727e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 10549.514128 11567.208184 0.443441 0.504178\n", "\t5 10919.073481 11653.124121 0.162199 0.203042\n", "\t10 10697.303300 11425.955010 0.101289 0.125249\n", "\t15 10379.863073 11082.155938 0.075372 0.094028\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 11328.210 K -- next t_inner 10044.200 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 7/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 8.39001e+42 erg / s Luminosity absorbed = 2.69230e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 11567.208184 10569.747403 0.504178 0.442290\n", "\t5 11653.124121 11099.194259 0.203042 0.153253\n", "\t10 11425.955010 10809.397890 0.125249 0.097256\n", "\t15 11082.155938 10454.841299 0.094028 0.073809\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 10044.200 K -- next t_inner 11285.966 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 8/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 1.33305e+43 erg / s Luminosity absorbed = 4.33011e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 10569.747403 11547.678162 0.442290 0.500345\n", "\t5 11099.194259 11669.739508 0.153253 0.198338\n", "\t10 10809.397890 11493.569590 0.097256 0.121915\n", "\t15 10454.841299 11083.769586 0.073809 0.092834\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 11285.966 K -- next t_inner 10060.511 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 9/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 8.44283e+42 erg / s Luminosity absorbed = 2.70894e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 11547.678162 10635.099217 0.500345 0.439520\n", "\t5 11669.739508 11035.731464 0.198338 0.158320\n", "\t10 11493.569590 10717.471486 0.121915 0.101642\n", "\t15 11083.769586 10404.049299 0.092834 0.075794\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 10060.511 K -- next t_inner 11268.877 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 10/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 1.32925e+43 erg / s Luminosity absorbed = 4.25943e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 10635.099217 11500.557678 0.439520 0.506895\n", "\t5 11035.731464 11715.267406 0.158320 0.196690\n", "\t10 10717.471486 11451.270656 0.101642 0.123243\n", "\t15 10404.049299 11094.423438 0.075794 0.092243\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 11268.877 K -- next t_inner 10059.624 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 11/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 8.49497e+42 erg / s Luminosity absorbed = 2.65616e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 11500.557678 10570.856509 0.506895 0.445926\n", "\t5 11715.267406 10957.336276 0.196690 0.162837\n", "\t10 11451.270656 10916.410391 0.123243 0.096229\n", "\t15 11094.423438 10441.053929 0.092243 0.075026\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 10059.624 K -- next t_inner 11233.248 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 12/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 1.30417e+43 erg / s Luminosity absorbed = 4.28820e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 10570.856509 11533.554419 0.445926 0.494814\n", "\t5 10957.336276 11764.967895 0.162837 0.189464\n", "\t10 10916.410391 11444.191999 0.096229 0.121150\n", "\t15 10441.053929 11084.736033 0.075026 0.090825\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 11233.248 K -- next t_inner 10123.784 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 13/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 8.69244e+42 erg / s Luminosity absorbed = 2.74548e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 11533.554419 10680.784661 0.494814 0.439281\n", "\t5 11764.967895 10887.379428 0.189464 0.170137\n", "\t10 11444.191999 10825.792025 0.121150 0.100780\n", "\t15 11084.736033 10402.120228 0.090825 0.077634\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 10123.784 K -- next t_inner 11175.750 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 14/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 1.28354e+43 erg / s Luminosity absorbed = 4.15095e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 10680.784661 11437.188130 0.439281 0.496749\n", "\t5 10887.379428 11571.106856 0.170137 0.196714\n", "\t10 10825.792025 11378.137918 0.100780 0.120954\n", "\t15 10402.120228 10957.211814 0.077634 0.092896\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 11175.750 K -- next t_inner 10152.603 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 15/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 8.75331e+42 erg / s Luminosity absorbed = 2.81319e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 11437.188130 10637.774893 0.496749 0.452668\n", "\t5 11571.106856 11002.647927 0.196714 0.166197\n", "\t10 11378.137918 10832.042108 0.120954 0.101284\n", "\t15 10957.211814 10350.602742 0.092896 0.079468\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 10152.603 K -- next t_inner 11168.529 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 16/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 1.27820e+43 erg / s Luminosity absorbed = 4.15606e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 10637.774893 11420.979987 0.452668 0.499488\n", "\t5 11002.647927 11711.923994 0.166197 0.186857\n", "\t10 10832.042108 11421.346118 0.101284 0.119700\n", "\t15 10350.602742 11076.434180 0.079468 0.089402\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 11168.529 K -- next t_inner 10167.208 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 17/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 8.81647e+42 erg / s Luminosity absorbed = 2.81681e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 11420.979987 10691.849845 0.499488 0.447482\n", "\t5 11711.923994 11042.045712 0.186857 0.164090\n", "\t10 11421.346118 10980.886609 0.119700 0.097369\n", "\t15 11076.434180 10456.662007 0.089402 0.077097\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 10167.208 K -- next t_inner 11144.459 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 18/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 1.26680e+43 erg / s Luminosity absorbed = 4.12238e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 10691.849845 11404.686443 0.447482 0.497739\n", "\t5 11042.045712 11664.227712 0.164090 0.189070\n", "\t10 10980.886609 11444.220669 0.097369 0.117732\n", "\t15 10456.662007 11052.698087 0.077097 0.089141\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 11144.459 K -- next t_inner 10190.841 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 19/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 8.87081e+42 erg / s Luminosity absorbed = 2.87116e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Plasma stratification:\n", "\t t_rad next_t_rad w next_w\n", "\tShell \n", "\t0 11404.686443 10732.832306 0.497739 0.444436\n", "\t5 11664.227712 11084.302807 0.189070 0.162591\n", "\t10 11444.220669 10899.736539 0.117732 0.099122\n", "\t15 11052.698087 10465.941519 0.089141 0.077378\n", "\n", " (\u001b[1mbase.py\u001b[0m:433)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] t_inner 10190.841 K -- next t_inner 11136.097 K (\u001b[1mbase.py\u001b[0m:434)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Starting iteration 20/20 (\u001b[1mbase.py\u001b[0m:323)\n", "Running post-merge numba montecarlo (with C close lines)!\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Luminosity emitted = 1.26319e+43 erg / s Luminosity absorbed = 4.10706e+42 erg / s Luminosity requested = 1.05928e+43 erg / s (\u001b[1mbase.py\u001b[0m:438)\n", "[\u001b[1mtardis.simulation.base\u001b[0m][\u001b[1;37mINFO\u001b[0m ] Simulation finished in 20 iterations and took 32.49 s (\u001b[1mbase.py\u001b[0m:381)\n" ] } ], "source": [ "from tardis import run_tardis\n", "\n", "sim = run_tardis(\"tardis_example.yml\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "**Important:** The virtual packet logging capability must be active in order to produce SDEC Plot for virtual packets population. Thus, make sure to set `virtual_packet_logging: True` in your configuration file if you want to generate SDEC Plot with virtual packets. It should be added under `virtual` property of `spectrum` property, as described in [configuration schema](https://tardis-sn.github.io/tardis/using/components/configuration/configuration.html#spectrum).\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, import the plotting interface for SDEC plot, i.e. `SDECPlotter` class." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:37:42.468383Z", "start_time": "2021-02-18T17:37:30.702418Z" } }, "outputs": [], "source": [ "from tardis.visualization import SDECPlotter" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And create a plotter object to process the data of simulation object `sim` for generating SDEC plots." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:37:44.686809Z", "start_time": "2021-02-18T17:37:42.534053Z" } }, "outputs": [], "source": [ "plotter = SDECPlotter.from_simulation(sim)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Static Plot (in matplotlib)\n", "You can now call `generate_plot_mpl()` method on your `plotter` object to get a highly informative, yet beautiful, SDEC plot produced in matplotlib." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Virtual packets mode\n", "By default, SDEC plot is produced for the virtual packet population of the simulation." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:37:48.944341Z", "start_time": "2021-02-18T17:37:44.697819Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Real packets mode\n", "You can produce SDEC plot for the real packet population of the simulation by setting `packets_mode=\"real\"` which is `\"virtual\"` by default. Since `packets_mode` is 1st argument, you can simply pass `\"real\"` string only." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2021-02-18T17:37:59.778634Z", "start_time": "2021-02-18T17:37:56.684368Z" }, "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(\"real\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting a specific wavelength range\n", "You can also restrict the wavelength range of escaped packets that you want to plot by specifying `packet_wvl_range`. It should be a quantity having units of Angstrom, containing two values - lower lambda and upper lambda i.e. `[lower_lambda, upper_lambda] * u.AA`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:06:53.421136Z", "start_time": "2021-02-12T14:06:53.414261Z" } }, "outputs": [], "source": [ "from astropy import units as u" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:06:54.345187Z", "start_time": "2021-02-12T14:06:53.426078Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(packet_wvl_range=[3000, 9000] * u.AA);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting flux instead of luminosity\n", "You can plot in units of flux on the Y-axis of the SDEC plot, by specifying the `distance` parameter. It should be a quantity with a unit of length like m, Mpc, etc. and must be a positive value. By default, `distance=None` plots luminosity on the Y-axis." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:06:55.824425Z", "start_time": "2021-02-12T14:06:54.347672Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(distance=100 * u.Mpc);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Hiding modeled spectrum\n", "By default, modeled spectrum is shown in SDEC plot. You can hide it by setting `show_modeled_spectrum=False`." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:06:57.262440Z", "start_time": "2021-02-12T14:06:55.826776Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_mpl(show_modeled_spectrum=False);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Additional plotting options" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:06:57.268198Z", "start_time": "2021-02-12T14:06:57.264187Z" }, "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method generate_plot_mpl in module tardis.visualization.tools.sdec_plot:\n", "\n", "generate_plot_mpl(packets_mode='virtual', packet_wvl_range=None, distance=None, show_modeled_spectrum=True, ax=None, figsize=(12, 7), cmapname='jet', nelements=None, species_list=None) method of tardis.visualization.tools.sdec_plot.SDECPlotter instance\n", " Generate Spectral element DEComposition (SDEC) Plot using matplotlib.\n", " \n", " Parameters\n", " ----------\n", " packets_mode : {'virtual', 'real'}, optional\n", " Mode of packets to be considered, either real or virtual. Default\n", " value is 'virtual'\n", " packet_wvl_range : astropy.Quantity or None, optional\n", " Wavelength range to restrict the analysis of escaped packets. It\n", " should be a quantity having units of Angstrom, containing two\n", " values - lower lambda and upper lambda i.e.\n", " [lower_lambda, upper_lambda] * u.AA. Default value is None\n", " distance : astropy.Quantity or None, optional\n", " Distance used to calculate flux instead of luminosity in the plot.\n", " It should have a length unit like m, Mpc, etc. Default value is None\n", " show_modeled_spectrum : bool, optional\n", " Whether to show modeled spectrum in SDEC Plot. Default value is\n", " True\n", " ax : matplotlib.axes._subplots.AxesSubplot or None, optional\n", " Axis on which to create plot. Default value is None which will\n", " create plot on a new figure's axis.\n", " figsize : tuple, optional\n", " Size of the matplotlib figure to display. Default value is (12, 7)\n", " cmapname : str, optional\n", " Name of matplotlib colormap to be used for showing elements.\n", " Default value is \"jet\"\n", " nelements: int\n", " Number of elements to include in plot. Determined by the\n", " largest contribution to total luminosity absorbed and emitted.\n", " Other elements are shown in silver. Default value is\n", " None, which displays all elements\n", " species_list: list of strings or None\n", " list of strings containing the names of species that should be included in the SDEC plots.\n", " Must be given in Roman numeral format. Can include specific ions, a range of ions,\n", " individual elements, or any combination of these:\n", " e.g. ['Si II', 'Ca II', 'C', 'Fe I-V']\n", " \n", " Returns\n", " -------\n", " matplotlib.axes._subplots.AxesSubplot\n", " Axis on which SDEC Plot is created\n", "\n" ] } ], "source": [ "# To list all avaialble options (or parameters) with their description\n", "help(plotter.generate_plot_mpl)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `generate_plot_mpl` method also has options specific to the matplotlib API, thereby providing you more control over how your SDEC plot looks. Possible cases where you may use them are:\n", "\n", "- `ax`: To plot SDEC on the Axis of a plot you're already working with, e.g. for subplots.\n", "\n", "- `figsize`: To resize SDEC plot as per your requirements.\n", "\n", "- `cmapname`: To use a colormap of your preference, instead of \"jet\"." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Interactive Plot (in plotly)\n", "If you're using SDEC plot for exploration purposes, you should plot its interactive version by using `generate_plot_ply()`. This not only allows you to zoom & pan but also to inspect data values by hovering, to resize scale, etc. conveniently (as shown below).\n", "\n", "![Interactions possible with SDEC plotly plot](../images/sdec_ply_interaction.gif)\n", "\n", "\n", "This method takes exact same arguments as `generate_plot_mpl` except a few that are specific to the plotting library. We can produce all the plots above in plotly, by passing the same arguments." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Virtual packets mode" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:07:00.696250Z", "start_time": "2021-02-12T14:06:57.271268Z" } }, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "fillcolor": "black", "mode": "none", "name": "No interaction", "stackgroup": "emission", "type": "scatter", "x": [ 20000, 19922.303018228908, 19845.207382417146, 19768.706138183254, 19692.792437967706, 19617.4595389897, 19542.700801250732, 19468.50968558357, 19394.87975174554, 19321.804656554923, 19249.278152069295, 19177.294083804773, 19105.846388995033, 19034.92909488912, 18964.536317087048, 18894.66225791214, 18825.301204819276, 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotter.generate_plot_ply(packet_wvl_range=[3000, 9000] * u.AA)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In similar manner, you can also use `show_modeled_spectrum` and `distance` argument in plotly plots." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Additional plotting options" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:07:02.873280Z", "start_time": "2021-02-12T14:07:02.869724Z" }, "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method generate_plot_ply in module tardis.visualization.tools.sdec_plot:\n", "\n", "generate_plot_ply(packets_mode='virtual', packet_wvl_range=None, distance=None, observed_spectrum=None, show_modeled_spectrum=True, fig=None, graph_height=600, cmapname='jet', nelements=None, species_list=None) method of tardis.visualization.tools.sdec_plot.SDECPlotter instance\n", " Generate interactive Spectral element DEComposition (SDEC) Plot using plotly.\n", " \n", " Parameters\n", " ----------\n", " packets_mode : {'virtual', 'real'}, optional\n", " Mode of packets to be considered, either real or virtual. Default\n", " value is 'virtual'\n", " packet_wvl_range : astropy.Quantity or None, optional\n", " Wavelength range to restrict the analysis of escaped packets. It\n", " should be a quantity having units of Angstrom, containing two\n", " values - lower lambda and upper lambda i.e.\n", " [lower_lambda, upper_lambda] * u.AA. Default value is None\n", " distance : astropy.Quantity or None, optional\n", " Distance used to calculate flux instead of luminosity in the plot.\n", " It should have a length unit like m, Mpc, etc. Default value is None\n", " show_modeled_spectrum : bool, optional\n", " Whether to show modeled spectrum in SDEC Plot. Default value is\n", " True\n", " fig : plotly.graph_objs._figure.Figure or None, optional\n", " Figure object on which to create plot. Default value is None which\n", " will create plot on a new Figure object.\n", " graph_height : int, optional\n", " Height (in px) of the plotly graph to display. Default value is 600\n", " cmapname : str, optional\n", " Name of the colormap to be used for showing elements.\n", " Default value is \"jet\"\n", " nelements: int\n", " Number of elements to include in plot. Determined by the\n", " largest contribution to total luminosity absorbed and emitted.\n", " Other elements are shown in silver. Default value is\n", " None, which displays all elements\n", " species_list: list of strings or None\n", " list of strings containing the names of species that should be included in the SDEC plots.\n", " Must be given in Roman numeral format. Can include specific ions, a range of ions,\n", " individual elements, or any combination of these:\n", " e.g. ['Si II', 'Ca II', 'C', 'Fe I-V']\n", " Returns\n", " -------\n", " plotly.graph_objs._figure.Figure\n", " Figure object on which SDEC Plot is created\n", "\n" ] } ], "source": [ "# To list all avaialble options (or parameters) with their description\n", "help(plotter.generate_plot_ply)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `generate_plot_ply` method also has options specific to the plotly API, thereby providing you more control over how your SDEC plot looks. Possible cases where you may use them are:\n", "- `fig`: To plot SDEC on a figure you are already using e.g. for subplots.\n", "- `graph_height`: To specify the height of graph as needed.\n", "- `cmapname`: To use colormap of your preference instead of \"jet\"." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using simulation saved as HDF\n", "Other than producing SDEC Plot for simulation objects in runtime, you can also produce it for saved TARDIS simulations." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:07:11.208646Z", "start_time": "2021-02-12T14:07:02.875293Z" } }, "outputs": [], "source": [ "hdf_plotter = SDECPlotter.from_hdf(\"demo.hdf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This `hdf_plotter` object is similar to the `plotter` object we used above, so you can use each plotting method demonstrated above with this too." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:07:13.724626Z", "start_time": "2021-02-12T14:07:11.237970Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Static plot with virtual packets mode\n", "hdf_plotter.generate_plot_mpl();" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2021-02-12T14:07:14.722694Z", "start_time": "2021-02-12T14:07:13.727019Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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