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wkerzendorf/block_references.ipynb

Created June 28, 2016 12:14
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block_references.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/wkerzend/anaconda3/envs/tardis-devel/lib/python2.7/site-packages/IPython/kernel/__init__.py:13: ShimWarning: The `IPython.kernel` package has been deprecated. You should import from ipykernel or jupyter_client instead.\n",
" \"You should import from ipykernel or jupyter_client instead.\", ShimWarning)\n"
]
}
],
"source": [
"from tardis import run_tardis"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"tardis.io.config_reader - INFO - Reading Atomic Data from tardis_example/kurucz_cd23_chianti_H_He.h5\n",
"INFO:tardis.io.config_reader:Reading Atomic Data from tardis_example/kurucz_cd23_chianti_H_He.h5\n",
"tardis.atomic - INFO - Read Atom Data with UUID=5ca3035ca8b311e3bb684437e69d75d7 and MD5=21095dd25faa1683f4c90c911a00c3f8\n",
"INFO:tardis.atomic:Read Atom Data with UUID=5ca3035ca8b311e3bb684437e69d75d7 and MD5=21095dd25faa1683f4c90c911a00c3f8\n",
"tardis.io.config_reader - INFO - \"initial_t_inner\" is not specified in the plasma section - initializing to 9933.95199592 K with given luminosity\n",
"INFO:tardis.io.config_reader:\"initial_t_inner\" is not specified in the plasma section - initializing to 9933.95199592 K with given luminosity\n",
"tardis.io.config_reader - WARNING - No \"species\" given - ignoring other NLTE options given:\n",
"OrderedDict([('coronal_approximation', False), ('classical_nebular', False)])\n",
"WARNING:tardis.io.config_reader:No \"species\" given - ignoring other NLTE options given:\n",
"OrderedDict([('coronal_approximation', False), ('classical_nebular', False)])\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 20\n",
"INFO:tardis.simulation.base:Remaining run 20\n",
"tardis.simulation.base - INFO - Luminosity emitted = 7.96033e+42 erg / s Luminosity absorbed = 2.64155e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 7.96033e+42 erg / s Luminosity absorbed = 2.64155e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 9926.501965 10178.847310 0.400392 0.497507\n",
"\t5 9852.611678 10369.295728 0.211205 0.187775\n",
"\t10 9779.813302 10216.758379 0.142695 0.114941\n",
"\t15 9708.082813 9970.054191 0.104556 0.084019\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 9926.501965 10178.847310 0.400392 0.497507\n",
"\t5 9852.611678 10369.295728 0.211205 0.187775\n",
"\t10 9779.813302 10216.758379 0.142695 0.114941\n",
"\t15 9708.082813 9970.054191 0.104556 0.084019\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 9933.952 K -- next t_inner 11459.378 K\n",
"INFO:tardis.simulation.base:t_inner 9933.952 K -- next t_inner 11459.378 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 19\n",
"INFO:tardis.simulation.base:Remaining run 19\n",
"tardis.simulation.base - INFO - Luminosity emitted = 1.40992e+43 erg / s Luminosity absorbed = 4.66880e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 1.40992e+43 erg / s Luminosity absorbed = 4.66880e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10178.847310 11571.630559 0.497507 0.528891\n",
"\t5 10369.295728 11639.658561 0.187775 0.212796\n",
"\t10 10216.758379 11307.612102 0.114941 0.135974\n",
"\t15 9970.054191 11014.938325 0.084019 0.100935\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10178.847310 11571.630559 0.497507 0.528891\n",
"\t5 10369.295728 11639.658561 0.187775 0.212796\n",
"\t10 10216.758379 11307.612102 0.114941 0.135974\n",
"\t15 9970.054191 11014.938325 0.084019 0.100935\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 11459.378 K -- next t_inner 9932.734 K\n",
"INFO:tardis.simulation.base:t_inner 11459.378 K -- next t_inner 9932.734 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 18\n",
"INFO:tardis.simulation.base:Remaining run 18\n",
"tardis.simulation.base - INFO - Luminosity emitted = 8.08011e+42 erg / s Luminosity absorbed = 2.52343e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 8.08011e+42 erg / s Luminosity absorbed = 2.52343e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11571.630559 10470.275933 0.528891 0.437266\n",
"\t5 11639.658561 10807.317449 0.212796 0.161611\n",
"\t10 11307.612102 10595.281489 0.135974 0.101195\n",
"\t15 11014.938325 10227.284742 0.100935 0.077164\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11571.630559 10470.275933 0.528891 0.437266\n",
"\t5 11639.658561 10807.317449 0.212796 0.161611\n",
"\t10 11307.612102 10595.281489 0.135974 0.101195\n",
"\t15 11014.938325 10227.284742 0.100935 0.077164\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 9932.734 K -- next t_inner 11372.729 K\n",
"INFO:tardis.simulation.base:t_inner 9932.734 K -- next t_inner 11372.729 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 17\n",
"INFO:tardis.simulation.base:Remaining run 17\n",
"tardis.simulation.base - INFO - Luminosity emitted = 1.36647e+43 erg / s Luminosity absorbed = 4.54437e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 1.36647e+43 erg / s Luminosity absorbed = 4.54437e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10470.275933 11608.334992 0.437266 0.505287\n",
"\t5 10807.317449 11697.606206 0.161611 0.200153\n",
"\t10 10595.281489 11435.859259 0.101195 0.126663\n",
"\t15 10227.284742 11050.826916 0.077164 0.095893\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10470.275933 11608.334992 0.437266 0.505287\n",
"\t5 10807.317449 11697.606206 0.161611 0.200153\n",
"\t10 10595.281489 11435.859259 0.101195 0.126663\n",
"\t15 10227.284742 11050.826916 0.077164 0.095893\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 11372.729 K -- next t_inner 10013.126 K\n",
"INFO:tardis.simulation.base:t_inner 11372.729 K -- next t_inner 10013.126 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 16\n",
"INFO:tardis.simulation.base:Remaining run 16\n",
"tardis.simulation.base - INFO - Luminosity emitted = 8.30340e+42 erg / s Luminosity absorbed = 2.63966e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 8.30340e+42 erg / s Luminosity absorbed = 2.63966e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11608.334992 10565.362010 0.505287 0.443312\n",
"\t5 11697.606206 10983.556907 0.200153 0.158241\n",
"\t10 11435.859259 10750.431371 0.126663 0.098824\n",
"\t15 11050.826916 10356.249112 0.095893 0.076076\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11608.334992 10565.362010 0.505287 0.443312\n",
"\t5 11697.606206 10983.556907 0.200153 0.158241\n",
"\t10 11435.859259 10750.431371 0.126663 0.098824\n",
"\t15 11050.826916 10356.249112 0.095893 0.076076\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 10013.126 K -- next t_inner 11309.576 K\n",
"INFO:tardis.simulation.base:t_inner 10013.126 K -- next t_inner 11309.576 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 15\n",
"INFO:tardis.simulation.base:Remaining run 15\n",
"tardis.simulation.base - INFO - Luminosity emitted = 1.34574e+43 erg / s Luminosity absorbed = 4.35207e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 1.34574e+43 erg / s Luminosity absorbed = 4.35207e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10565.362010 11473.524067 0.443312 0.514174\n",
"\t5 10983.556907 11740.818485 0.158241 0.195122\n",
"\t10 10750.431371 11439.278036 0.098824 0.124599\n",
"\t15 10356.249112 11094.394398 0.076076 0.093061\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10565.362010 11473.524067 0.443312 0.514174\n",
"\t5 10983.556907 11740.818485 0.158241 0.195122\n",
"\t10 10750.431371 11439.278036 0.098824 0.124599\n",
"\t15 10356.249112 11094.394398 0.076076 0.093061\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 11309.576 K -- next t_inner 10033.905 K\n",
"INFO:tardis.simulation.base:t_inner 11309.576 K -- next t_inner 10033.905 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 14\n",
"INFO:tardis.simulation.base:Remaining run 14\n",
"tardis.simulation.base - INFO - Luminosity emitted = 8.38256e+42 erg / s Luminosity absorbed = 2.65164e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 8.38256e+42 erg / s Luminosity absorbed = 2.65164e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11473.524067 10640.131243 0.514174 0.432127\n",
"\t5 11740.818485 10997.715173 0.195122 0.159203\n",
"\t10 11439.278036 10818.716433 0.124599 0.097969\n",
"\t15 11094.394398 10374.761821 0.093061 0.075930\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11473.524067 10640.131243 0.514174 0.432127\n",
"\t5 11740.818485 10997.715173 0.195122 0.159203\n",
"\t10 11439.278036 10818.716433 0.124599 0.097969\n",
"\t15 11094.394398 10374.761821 0.093061 0.075930\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 10033.905 K -- next t_inner 11279.410 K\n",
"INFO:tardis.simulation.base:t_inner 10033.905 K -- next t_inner 11279.410 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 13\n",
"INFO:tardis.simulation.base:Remaining run 13\n",
"tardis.simulation.base - INFO - Luminosity emitted = 1.32289e+43 erg / s Luminosity absorbed = 4.38771e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 1.32289e+43 erg / s Luminosity absorbed = 4.38771e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10640.131243 11526.185773 0.432127 0.502439\n",
"\t5 10997.715173 11733.952939 0.159203 0.192260\n",
"\t10 10818.716433 11451.600521 0.097969 0.122690\n",
"\t15 10374.761821 11036.340175 0.075930 0.093779\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10640.131243 11526.185773 0.432127 0.502439\n",
"\t5 10997.715173 11733.952939 0.159203 0.192260\n",
"\t10 10818.716433 11451.600521 0.097969 0.122690\n",
"\t15 10374.761821 11036.340175 0.075930 0.093779\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 11279.410 K -- next t_inner 10093.213 K\n",
"INFO:tardis.simulation.base:t_inner 11279.410 K -- next t_inner 10093.213 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 12\n",
"INFO:tardis.simulation.base:Remaining run 12\n",
"tardis.simulation.base - INFO - Luminosity emitted = 8.55302e+42 erg / s Luminosity absorbed = 2.74326e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 8.55302e+42 erg / s Luminosity absorbed = 2.74326e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11526.185773 10616.250245 0.502439 0.448873\n",
"\t5 11733.952939 11136.869598 0.192260 0.155382\n",
"\t10 11451.600521 10774.505831 0.122690 0.101739\n",
"\t15 11036.340175 10409.195604 0.093779 0.076658\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11526.185773 10616.250245 0.502439 0.448873\n",
"\t5 11733.952939 11136.869598 0.192260 0.155382\n",
"\t10 11451.600521 10774.505831 0.122690 0.101739\n",
"\t15 11036.340175 10409.195604 0.093779 0.076658\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 10093.213 K -- next t_inner 11232.445 K\n",
"INFO:tardis.simulation.base:t_inner 10093.213 K -- next t_inner 11232.445 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 11\n",
"INFO:tardis.simulation.base:Remaining run 11\n",
"tardis.simulation.base - INFO - Luminosity emitted = 1.30507e+43 erg / s Luminosity absorbed = 4.27851e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 1.30507e+43 erg / s Luminosity absorbed = 4.27851e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10616.250245 11479.531418 0.448873 0.502481\n",
"\t5 11136.869598 11623.152326 0.155382 0.196822\n",
"\t10 10774.505831 11376.659293 0.101739 0.123554\n",
"\t15 10409.195604 10944.680399 0.076658 0.094893\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10616.250245 11479.531418 0.448873 0.502481\n",
"\t5 11136.869598 11623.152326 0.155382 0.196822\n",
"\t10 10774.505831 11376.659293 0.101739 0.123554\n",
"\t15 10409.195604 10944.680399 0.076658 0.094893\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 11232.445 K -- next t_inner 10119.553 K\n",
"INFO:tardis.simulation.base:t_inner 11232.445 K -- next t_inner 10119.553 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 10\n",
"INFO:tardis.simulation.base:Remaining run 10\n",
"tardis.simulation.base - INFO - Luminosity emitted = 8.65141e+42 erg / s Luminosity absorbed = 2.76548e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 8.65141e+42 erg / s Luminosity absorbed = 2.76548e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11479.531418 10662.388573 0.502481 0.442648\n",
"\t5 11623.152326 11124.105766 0.196822 0.155958\n",
"\t10 11376.659293 10815.434071 0.123554 0.100122\n",
"\t15 10944.680399 10528.871179 0.094893 0.074275\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11479.531418 10662.388573 0.502481 0.442648\n",
"\t5 11623.152326 11124.105766 0.196822 0.155958\n",
"\t10 11376.659293 10815.434071 0.123554 0.100122\n",
"\t15 10944.680399 10528.871179 0.094893 0.074275\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 10119.553 K -- next t_inner 11197.538 K\n",
"INFO:tardis.simulation.base:t_inner 10119.553 K -- next t_inner 11197.538 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 9\n",
"INFO:tardis.simulation.base:Remaining run 9\n",
"tardis.simulation.base - INFO - Luminosity emitted = 1.29603e+43 erg / s Luminosity absorbed = 4.15604e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 1.29603e+43 erg / s Luminosity absorbed = 4.15604e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10662.388573 11522.849514 0.442648 0.484480\n",
"\t5 11124.105766 11763.427419 0.155958 0.187338\n",
"\t10 10815.434071 11427.270897 0.100122 0.121583\n",
"\t15 10528.871179 11085.991168 0.074275 0.090074\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10662.388573 11522.849514 0.442648 0.484480\n",
"\t5 11124.105766 11763.427419 0.155958 0.187338\n",
"\t10 10815.434071 11427.270897 0.100122 0.121583\n",
"\t15 10528.871179 11085.991168 0.074275 0.090074\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 11197.538 K -- next t_inner 10123.224 K\n",
"INFO:tardis.simulation.base:t_inner 11197.538 K -- next t_inner 10123.224 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 8\n",
"INFO:tardis.simulation.base:Remaining run 8\n",
"tardis.simulation.base - INFO - Luminosity emitted = 8.69816e+42 erg / s Luminosity absorbed = 2.73481e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 8.69816e+42 erg / s Luminosity absorbed = 2.73481e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11522.849514 10657.143610 0.484480 0.445019\n",
"\t5 11763.427419 11077.323357 0.187338 0.159932\n",
"\t10 11427.270897 10932.926644 0.121583 0.097755\n",
"\t15 11085.991168 10550.446070 0.090074 0.074040\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11522.849514 10657.143610 0.484480 0.445019\n",
"\t5 11763.427419 11077.323357 0.187338 0.159932\n",
"\t10 11427.270897 10932.926644 0.121583 0.097755\n",
"\t15 11085.991168 10550.446070 0.090074 0.074040\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 10123.224 K -- next t_inner 11171.458 K\n",
"INFO:tardis.simulation.base:t_inner 10123.224 K -- next t_inner 11171.458 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 7\n",
"INFO:tardis.simulation.base:Remaining run 7\n",
"tardis.simulation.base - INFO - Luminosity emitted = 1.27859e+43 erg / s Luminosity absorbed = 4.17022e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 1.27859e+43 erg / s Luminosity absorbed = 4.17022e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10657.143610 11447.217649 0.445019 0.494974\n",
"\t5 11077.323357 11617.404906 0.159932 0.192244\n",
"\t10 10932.926644 11316.790240 0.097755 0.123259\n",
"\t15 10550.446070 11055.285168 0.074040 0.090386\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10657.143610 11447.217649 0.445019 0.494974\n",
"\t5 11077.323357 11617.404906 0.159932 0.192244\n",
"\t10 10932.926644 11316.790240 0.097755 0.123259\n",
"\t15 10550.446070 11055.285168 0.074040 0.090386\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 11171.458 K -- next t_inner 10168.325 K\n",
"INFO:tardis.simulation.base:t_inner 11171.458 K -- next t_inner 10168.325 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 6\n",
"INFO:tardis.simulation.base:Remaining run 6\n",
"tardis.simulation.base - INFO - Luminosity emitted = 8.84435e+42 erg / s Luminosity absorbed = 2.79338e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 8.84435e+42 erg / s Luminosity absorbed = 2.79338e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11447.217649 10630.295664 0.494974 0.458267\n",
"\t5 11617.404906 11140.883698 0.192244 0.159607\n",
"\t10 11316.790240 10848.824307 0.123259 0.102285\n",
"\t15 11055.285168 10425.763707 0.090386 0.078678\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11447.217649 10630.295664 0.494974 0.458267\n",
"\t5 11617.404906 11140.883698 0.192244 0.159607\n",
"\t10 11316.790240 10848.824307 0.123259 0.102285\n",
"\t15 11055.285168 10425.763707 0.090386 0.078678\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 10168.325 K -- next t_inner 11128.101 K\n",
"INFO:tardis.simulation.base:t_inner 10168.325 K -- next t_inner 11128.101 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 5\n",
"INFO:tardis.simulation.base:Remaining run 5\n",
"tardis.simulation.base - INFO - Luminosity emitted = 1.25432e+43 erg / s Luminosity absorbed = 4.14778e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 1.25432e+43 erg / s Luminosity absorbed = 4.14778e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10630.295664 11352.547099 0.458267 0.506445\n",
"\t5 11140.883698 11628.774788 0.159607 0.189805\n",
"\t10 10848.824307 11318.470769 0.102285 0.121428\n",
"\t15 10425.763707 11023.803107 0.078678 0.089317\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10630.295664 11352.547099 0.458267 0.506445\n",
"\t5 11140.883698 11628.774788 0.159607 0.189805\n",
"\t10 10848.824307 11318.470769 0.102285 0.121428\n",
"\t15 10425.763707 11023.803107 0.078678 0.089317\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 11128.101 K -- next t_inner 10226.370 K\n",
"INFO:tardis.simulation.base:t_inner 11128.101 K -- next t_inner 10226.370 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 4\n",
"INFO:tardis.simulation.base:Remaining run 4\n",
"tardis.simulation.base - INFO - Luminosity emitted = 9.00654e+42 erg / s Luminosity absorbed = 2.89945e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 9.00654e+42 erg / s Luminosity absorbed = 2.89945e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11352.547099 10667.201644 0.506445 0.462985\n",
"\t5 11628.774788 11148.520973 0.189805 0.160865\n",
"\t10 11318.470769 10832.484395 0.121428 0.103794\n",
"\t15 11023.803107 10521.251529 0.089317 0.076946\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11352.547099 10667.201644 0.506445 0.462985\n",
"\t5 11628.774788 11148.520973 0.189805 0.160865\n",
"\t10 11318.470769 10832.484395 0.121428 0.103794\n",
"\t15 11023.803107 10521.251529 0.089317 0.076946\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 10226.370 K -- next t_inner 11090.395 K\n",
"INFO:tardis.simulation.base:t_inner 10226.370 K -- next t_inner 11090.395 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 3\n",
"INFO:tardis.simulation.base:Remaining run 3\n",
"tardis.simulation.base - INFO - Luminosity emitted = 1.24608e+43 erg / s Luminosity absorbed = 4.00875e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 1.24608e+43 erg / s Luminosity absorbed = 4.00875e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10667.201644 11408.679113 0.462985 0.491025\n",
"\t5 11148.520973 11637.240207 0.160865 0.187049\n",
"\t10 10832.484395 11411.335713 0.103794 0.116503\n",
"\t15 10521.251529 11044.196861 0.076946 0.088020\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 10667.201644 11408.679113 0.462985 0.491025\n",
"\t5 11148.520973 11637.240207 0.160865 0.187049\n",
"\t10 10832.484395 11411.335713 0.103794 0.116503\n",
"\t15 10521.251529 11044.196861 0.076946 0.088020\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 11090.395 K -- next t_inner 10225.343 K\n",
"INFO:tardis.simulation.base:t_inner 11090.395 K -- next t_inner 10225.343 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Remaining run 2\n",
"INFO:tardis.simulation.base:Remaining run 2\n",
"tardis.simulation.base - INFO - Luminosity emitted = 9.05539e+42 erg / s Luminosity absorbed = 2.84684e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"INFO:tardis.simulation.base:Luminosity emitted = 9.05539e+42 erg / s Luminosity absorbed = 2.84684e+42 erg / s Luminosity requested = 1.05928e+43 erg / s\n",
"tardis.simulation.base - INFO - Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11408.679113 10803.281555 0.491025 0.438617\n",
"\t5 11637.240207 11289.163279 0.187049 0.154289\n",
"\t10 11411.335713 10977.174406 0.116503 0.100061\n",
"\t15 11044.196861 10485.201686 0.088020 0.078512\n",
"\n",
"\n",
"INFO:tardis.simulation.base:Plasma stratification:\n",
"\t t_rad next_t_rad w next_w\n",
"\tShell \n",
"\t0 11408.679113 10803.281555 0.491025 0.438617\n",
"\t5 11637.240207 11289.163279 0.187049 0.154289\n",
"\t10 11411.335713 10977.174406 0.116503 0.100061\n",
"\t15 11044.196861 10485.201686 0.088020 0.078512\n",
"\n",
"\n",
"tardis.simulation.base - INFO - t_inner 10225.343 K -- next t_inner 11059.334 K\n",
"INFO:tardis.simulation.base:t_inner 10225.343 K -- next t_inner 11059.334 K\n",
"tardis.model - INFO - Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"INFO:tardis.model:Calculating J_blues for radiative_rates_type=dilute-blackbody\n",
"tardis.simulation.base - INFO - Doing last run\n",
"INFO:tardis.simulation.base:Doing last run\n",
"tardis.simulation.base - INFO - Finished in 19 iterations and took 25.44 s\n",
"INFO:tardis.simulation.base:Finished in 19 iterations and took 25.44 s\n"
]
}
],
"source": [
"mdl = run_tardis('tardis_example/tardis_example.yml')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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" <td>0.000258</td>\n",
" <td>0.000258</td>\n",
" <td>0.000258</td>\n",
" <td>0.000258</td>\n",
" <td>0.000258</td>\n",
" <td>0.000258</td>\n",
" <td>0.000258</td>\n",
" <td>0.000258</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63843</th>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" <td>0.002067</td>\n",
" </tr>\n",
" <tr>\n",
" <th>143965</th>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" <td>0.000073</td>\n",
" </tr>\n",
" <tr>\n",
" <th>170</th>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" <td>0.070552</td>\n",
" </tr>\n",
" <tr>\n",
" <th>173</th>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" <td>0.023814</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1702</th>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" <td>0.007914</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4556</th>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" <td>0.005479</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7219</th>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" <td>0.010236</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17819</th>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" <td>0.005987</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26268</th>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" <td>0.002308</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26269</th>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" <td>0.018502</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63845</th>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" <td>0.003104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63843</th>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" <td>0.024826</td>\n",
" </tr>\n",
" <tr>\n",
" <th>143965</th>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" <td>0.001574</td>\n",
" </tr>\n",
" <tr>\n",
" <th>174</th>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" <td>0.810947</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1725</th>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" <td>0.011573</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7221</th>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" <td>0.004756</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26267</th>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" <td>0.000316</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26265</th>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" <td>0.003661</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63840</th>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" <td>0.000189</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63841</th>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" <td>0.002188</td>\n",
" </tr>\n",
" <tr>\n",
" <th>174</th>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" <td>0.097640</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1725</th>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" <td>0.008136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7221</th>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" <td>0.010763</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26267</th>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" <td>0.001691</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26265</th>\n",
" <td>0.019589</td>\n",
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"\n",
"[87672 rows x 20 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mdl.plasma.transition_probabilities"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
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" <td>21</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>0</td>\n",
" <td>19</td>\n",
" <td>19</td>\n",
" <td>21</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>0</td>\n",
" <td>9</td>\n",
" <td>9</td>\n",
" <td>40</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>49</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>50</td>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>0</td>\n",
" <td>8</td>\n",
" <td>8</td>\n",
" <td>50</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>3</td>\n",
" <td>9</td>\n",
" <td>15</td>\n",
" <td>58</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>1</td>\n",
" <td>17</td>\n",
" <td>19</td>\n",
" <td>73</td>\n",
" <td>7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>1</td>\n",
" <td>17</td>\n",
" <td>19</td>\n",
" <td>92</td>\n",
" <td>8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>1</td>\n",
" <td>17</td>\n",
" <td>19</td>\n",
" <td>111</td>\n",
" <td>9</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>2</td>\n",
" <td>14</td>\n",
" <td>18</td>\n",
" <td>130</td>\n",
" <td>10</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>2</td>\n",
" <td>17</td>\n",
" <td>21</td>\n",
" <td>148</td>\n",
" <td>11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>1</td>\n",
" <td>8</td>\n",
" <td>10</td>\n",
" <td>169</td>\n",
" <td>12</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>3</td>\n",
" <td>9</td>\n",
" <td>15</td>\n",
" <td>179</td>\n",
" <td>13</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>3</td>\n",
" <td>8</td>\n",
" <td>14</td>\n",
" <td>194</td>\n",
" <td>14</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>1</td>\n",
" <td>13</td>\n",
" <td>15</td>\n",
" <td>208</td>\n",
" <td>15</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>3</td>\n",
" <td>20</td>\n",
" <td>26</td>\n",
" <td>223</td>\n",
" <td>16</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>4</td>\n",
" <td>19</td>\n",
" <td>27</td>\n",
" <td>249</td>\n",
" <td>17</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>2</td>\n",
" <td>12</td>\n",
" <td>16</td>\n",
" <td>276</td>\n",
" <td>18</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>1</td>\n",
" <td>4</td>\n",
" <td>6</td>\n",
" <td>292</td>\n",
" <td>19</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>5</td>\n",
" <td>9</td>\n",
" <td>19</td>\n",
" <td>298</td>\n",
" <td>20</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>4</td>\n",
" <td>18</td>\n",
" <td>26</td>\n",
" <td>317</td>\n",
" <td>21</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>2</td>\n",
" <td>20</td>\n",
" <td>24</td>\n",
" <td>343</td>\n",
" <td>22</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>2</td>\n",
" <td>19</td>\n",
" <td>23</td>\n",
" <td>367</td>\n",
" <td>23</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>2</td>\n",
" <td>19</td>\n",
" <td>23</td>\n",
" <td>390</td>\n",
" <td>24</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>2</td>\n",
" <td>18</td>\n",
" <td>22</td>\n",
" <td>413</td>\n",
" <td>25</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>2</td>\n",
" <td>15</td>\n",
" <td>19</td>\n",
" <td>435</td>\n",
" <td>26</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>2</td>\n",
" <td>15</td>\n",
" <td>19</td>\n",
" <td>454</td>\n",
" <td>27</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>2</td>\n",
" <td>11</td>\n",
" <td>15</td>\n",
" <td>473</td>\n",
" <td>28</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>4</td>\n",
" <td>488</td>\n",
" <td>29</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <th>...</th>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"30\" valign=\"top\">20</th>\n",
" <th rowspan=\"18\" valign=\"top\">8</th>\n",
" <th>53</th>\n",
" <td>6</td>\n",
" <td>2</td>\n",
" <td>14</td>\n",
" <td>87268</td>\n",
" <td>4409</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>8</td>\n",
" <td>2</td>\n",
" <td>18</td>\n",
" <td>87282</td>\n",
" <td>4410</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>6</td>\n",
" <td>2</td>\n",
" <td>14</td>\n",
" <td>87300</td>\n",
" <td>4411</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td>14</td>\n",
" <td>2</td>\n",
" <td>30</td>\n",
" <td>87314</td>\n",
" <td>4412</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>12</td>\n",
" <td>2</td>\n",
" <td>26</td>\n",
" <td>87344</td>\n",
" <td>4413</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>12</td>\n",
" <td>3</td>\n",
" <td>27</td>\n",
" <td>87370</td>\n",
" <td>4414</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>8</td>\n",
" <td>3</td>\n",
" <td>19</td>\n",
" <td>87397</td>\n",
" <td>4415</td>\n",
" </tr>\n",
" <tr>\n",
" <th>60</th>\n",
" <td>8</td>\n",
" <td>3</td>\n",
" <td>19</td>\n",
" <td>87416</td>\n",
" <td>4416</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>14</td>\n",
" <td>5</td>\n",
" <td>33</td>\n",
" <td>87435</td>\n",
" <td>4417</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>11</td>\n",
" <td>4</td>\n",
" <td>26</td>\n",
" <td>87468</td>\n",
" <td>4418</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63</th>\n",
" <td>7</td>\n",
" <td>2</td>\n",
" <td>16</td>\n",
" <td>87494</td>\n",
" <td>4419</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>21</td>\n",
" <td>4</td>\n",
" <td>46</td>\n",
" <td>87510</td>\n",
" <td>4420</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65</th>\n",
" <td>8</td>\n",
" <td>0</td>\n",
" <td>16</td>\n",
" <td>87556</td>\n",
" <td>4421</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>13</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>87572</td>\n",
" <td>4422</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>12</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>87598</td>\n",
" <td>4423</td>\n",
" </tr>\n",
" <tr>\n",
" <th>68</th>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>14</td>\n",
" <td>87622</td>\n",
" <td>4424</td>\n",
" </tr>\n",
" <tr>\n",
" <th>69</th>\n",
" <td>11</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>87636</td>\n",
" <td>4425</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>7</td>\n",
" <td>0</td>\n",
" <td>14</td>\n",
" <td>87658</td>\n",
" <td>4426</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4427</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4428</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4429</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4430</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4431</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4432</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4433</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4434</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4435</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4436</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4437</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>87672</td>\n",
" <td>4438</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>4439 rows × 5 columns</p>\n",
"</div>"
],
"text/plain": [
" count_down count_up \\\n",
"atomic_number ion_number source_level_number \n",
"8 0 0 0 21 \n",
" 1 0 19 \n",
" 2 0 9 \n",
" 3 0 1 \n",
" 4 0 0 \n",
" 5 0 8 \n",
" 6 3 9 \n",
" 7 1 17 \n",
" 8 1 17 \n",
" 9 1 17 \n",
" 10 2 14 \n",
" 11 2 17 \n",
" 12 1 8 \n",
" 13 3 9 \n",
" 14 3 8 \n",
" 15 1 13 \n",
" 16 3 20 \n",
" 17 4 19 \n",
" 18 2 12 \n",
" 19 1 4 \n",
" 20 5 9 \n",
" 21 4 18 \n",
" 22 2 20 \n",
" 23 2 19 \n",
" 24 2 19 \n",
" 25 2 18 \n",
" 26 2 15 \n",
" 27 2 15 \n",
" 28 2 11 \n",
" 29 2 0 \n",
"... ... ... \n",
"20 8 53 6 2 \n",
" 54 8 2 \n",
" 55 6 2 \n",
" 56 14 2 \n",
" 57 12 2 \n",
" 58 12 3 \n",
" 59 8 3 \n",
" 60 8 3 \n",
" 61 14 5 \n",
" 62 11 4 \n",
" 63 7 2 \n",
" 64 21 4 \n",
" 65 8 0 \n",
" 66 13 0 \n",
" 67 12 0 \n",
" 68 7 0 \n",
" 69 11 0 \n",
" 70 7 0 \n",
" 9 0 0 0 \n",
" 10 0 0 0 \n",
" 11 0 0 0 \n",
" 12 0 0 0 \n",
" 13 0 0 0 \n",
" 14 0 0 0 \n",
" 15 0 0 0 \n",
" 16 0 0 0 \n",
" 17 0 0 0 \n",
" 18 0 0 0 \n",
" 19 0 0 0 \n",
" 20 0 0 0 \n",
"\n",
" count_total block_references \\\n",
"atomic_number ion_number source_level_number \n",
"8 0 0 21 0 \n",
" 1 19 21 \n",
" 2 9 40 \n",
" 3 1 49 \n",
" 4 0 50 \n",
" 5 8 50 \n",
" 6 15 58 \n",
" 7 19 73 \n",
" 8 19 92 \n",
" 9 19 111 \n",
" 10 18 130 \n",
" 11 21 148 \n",
" 12 10 169 \n",
" 13 15 179 \n",
" 14 14 194 \n",
" 15 15 208 \n",
" 16 26 223 \n",
" 17 27 249 \n",
" 18 16 276 \n",
" 19 6 292 \n",
" 20 19 298 \n",
" 21 26 317 \n",
" 22 24 343 \n",
" 23 23 367 \n",
" 24 23 390 \n",
" 25 22 413 \n",
" 26 19 435 \n",
" 27 19 454 \n",
" 28 15 473 \n",
" 29 4 488 \n",
"... ... ... \n",
"20 8 53 14 87268 \n",
" 54 18 87282 \n",
" 55 14 87300 \n",
" 56 30 87314 \n",
" 57 26 87344 \n",
" 58 27 87370 \n",
" 59 19 87397 \n",
" 60 19 87416 \n",
" 61 33 87435 \n",
" 62 26 87468 \n",
" 63 16 87494 \n",
" 64 46 87510 \n",
" 65 16 87556 \n",
" 66 26 87572 \n",
" 67 24 87598 \n",
" 68 14 87622 \n",
" 69 22 87636 \n",
" 70 14 87658 \n",
" 9 0 0 87672 \n",
" 10 0 0 87672 \n",
" 11 0 0 87672 \n",
" 12 0 0 87672 \n",
" 13 0 0 87672 \n",
" 14 0 0 87672 \n",
" 15 0 0 87672 \n",
" 16 0 0 87672 \n",
" 17 0 0 87672 \n",
" 18 0 0 87672 \n",
" 19 0 0 87672 \n",
" 20 0 0 87672 \n",
"\n",
" references_idx \n",
"atomic_number ion_number source_level_number \n",
"8 0 0 0 \n",
" 1 1 \n",
" 2 2 \n",
" 3 3 \n",
" 4 4 \n",
" 5 5 \n",
" 6 6 \n",
" 7 7 \n",
" 8 8 \n",
" 9 9 \n",
" 10 10 \n",
" 11 11 \n",
" 12 12 \n",
" 13 13 \n",
" 14 14 \n",
" 15 15 \n",
" 16 16 \n",
" 17 17 \n",
" 18 18 \n",
" 19 19 \n",
" 20 20 \n",
" 21 21 \n",
" 22 22 \n",
" 23 23 \n",
" 24 24 \n",
" 25 25 \n",
" 26 26 \n",
" 27 27 \n",
" 28 28 \n",
" 29 29 \n",
"... ... \n",
"20 8 53 4409 \n",
" 54 4410 \n",
" 55 4411 \n",
" 56 4412 \n",
" 57 4413 \n",
" 58 4414 \n",
" 59 4415 \n",
" 60 4416 \n",
" 61 4417 \n",
" 62 4418 \n",
" 63 4419 \n",
" 64 4420 \n",
" 65 4421 \n",
" 66 4422 \n",
" 67 4423 \n",
" 68 4424 \n",
" 69 4425 \n",
" 70 4426 \n",
" 9 0 4427 \n",
" 10 0 4428 \n",
" 11 0 4429 \n",
" 12 0 4430 \n",
" 13 0 4431 \n",
" 14 0 4432 \n",
" 15 0 4433 \n",
" 16 0 4434 \n",
" 17 0 4435 \n",
" 18 0 4436 \n",
" 19 0 4437 \n",
" 20 0 4438 \n",
"\n",
"[4439 rows x 5 columns]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"## the block references is what you want - it shows you how long each block is.\n",
"mdl.atom_data.macro_atom_references"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.11"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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