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{
"cells": [
{
"cell_type": "markdown",
"id": "bbbaafbb-fd7d-4b73-a970-93506ba35d71",
"metadata": {
"tags": []
},
"source": [
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"\n",
"In this notebook we compute Hertzsprung-Russell diagrams (HRDs) of single and binary stars.\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "bf6b8673-a2b5-4b50-ad1b-e90671f57470",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import math\n",
"import matplotlib.pyplot as plt\n",
"\n",
"from binarycpython.utils.functions import temp_dir\n",
"from binarycpython.utils.grid import Population\n",
"\n",
"TMP_DIR = temp_dir(\"notebooks\", \"notebook_HRD\")\n"
]
},
{
"cell_type": "markdown",
"id": "f268eff3-4e08-4f6b-8b59-f22dba4d2074",
"metadata": {},
"source": [
"## Setting up the Population object\n",
"First we set up a new population object. Our stars evolve to $13.7\\mathrm{Gyr}$, the age of the Universe, and we assume the metallicity $Z=0.02$. These are rough approximations: a real population was born some finite time ago, so cannot possibly evolve to $13.7\\mathrm{Gyr}$, and stars are not really born with a metallicity of $0.02$. These approximations only affect very low mass stars, so we assume all our stars have mass $M\\geq 1 \\mathrm{M}_\\odot$, and metallicity does not change evolution too much except in massive stars through the dependence of their winds on metallicity, so we limit our study to $M\\leq 10 \\mathrm{M}_\\odot$."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "79ab50b7-591f-4883-af09-116d1835a751",
"metadata": {},
"outputs": [],
"source": [
"# Create population object\n",
"population = Population()\n",
"\n",
"# Setting values can be done via .set(<parameter_name>=<value>)\n",
"# Values that are known to be binary_c_parameters are loaded into bse_options.\n",
"# Those that are present in the default grid_options are set in grid_options\n",
"# All other values that you set are put in a custom_options dict\n",
"population.set(\n",
" # binary_c physics options\n",
" max_evolution_time=13700, # maximum stellar evolution time in Myr (13700 Myr == 13.7 Gyr)\n",
" metallicity=0.02, # 0.02 is approximately Solar metallicity \n",
" tmp_dir=TMP_DIR,\n",
" verbosity=1\n",
")\n"
]
},
{
"cell_type": "markdown",
"id": "f9a65554-36ab-4a04-96ca-9f1422c307fd",
"metadata": {},
"source": [
"## Stellar Grid\n",
"We now construct a grid of stars, varying the mass from $1$ to $10\\mathrm{M}_\\odot$ in nine steps (so the masses are integers). "
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "47979841-2c26-4b26-8945-603d013dc93a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Added grid variable: {\n",
" \"name\": \"M_1\",\n",
" \"parameter_name\": \"M_1\",\n",
" \"longname\": \"Primary mass\",\n",
" \"valuerange\": [\n",
" 1,\n",
" 11\n",
" ],\n",
" \"samplerfunc\": \"const(1,10,9)\",\n",
" \"postcode\": null,\n",
" \"probdist\": \"1\",\n",
" \"dphasevol\": \"dM_1\",\n",
" \"condition\": \"\",\n",
" \"gridtype\": \"edge\",\n",
" \"branchpoint\": 0,\n",
" \"branchcode\": null,\n",
" \"topcode\": null,\n",
" \"bottomcode\": null,\n",
" \"grid_variable_number\": 0\n",
"}\n"
]
}
],
"source": [
"import binarycpython.utils.distribution_functions\n",
"# Set resolution and mass range that we simulate\n",
"resolution = {\"M_1\": 10} \n",
"massrange = (1, 11) \n",
"\n",
"population.add_grid_variable(\n",
" name=\"M_1\",\n",
" longname=\"Primary mass\", # == single-star mass\n",
" valuerange=massrange,\n",
" samplerfunc=\"const(1,10,9)\", # space by unit masses\n",
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" probdist=\"1\", # dprob/dm1 : we don't care, so just set it to 1\n",
" dphasevol=\"dM_1\",\n",
" parameter_name=\"M_1\",\n",
" condition=\"\", # Impose a condition on this grid variable. Mostly for a check for yourself\n",
" gridtype=\"edge\"\n",
")"
]
},
{
"cell_type": "markdown",
"id": "163f13ae-fec1-4ee8-b9d4-c1b75c19ff39",
"metadata": {},
"source": [
"## Setting logging and handling the output\n",
"\n",
"We now construct the HRD output.\n",
"\n",
"We choose stars prior to and including the thermally-pulsing asymptotic giant branch (TPAGB) phase that have $>0.1\\mathrm{M}_\\odot$ of material in their outer hydrogen envelope (remember the core of an evolved star is made of helium or carbon/oxygen/neon). This prevents us showing the post-AGB phase which is a bit messy and we avoid the white-dwarf cooling track."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "0c986215-93b1-4e30-ad79-f7c397e9ff7d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"adding: C_logging_code=\n",
"Foreach_star(star)\n",
"{\n",
" if(star->stellar_type <= TPAGB &&\n",
" star->mass - Outermost_core_mass(star) > 0.1)\n",
" {\n",
" double logTeff = log10(Teff_from_star_struct(star));\n",
" double logL = log10(star->luminosity); \n",
" double loggravity = log10(TINY+GRAVITATIONAL_CONSTANT*M_SUN*star->mass/Pow2(star->radius*R_SUN));\n",
" Printf(\"HRD%d %30.12e %g %g %g %g\\n\",\n",
" star->starnum, // 0\n",
" stardata->model.time, // 1\n",
" stardata->common.zero_age.mass[0], // 2 : note this is the primary mass\n",
" logTeff, // 3\n",
" logL, // 4\n",
" loggravity // 5\n",
" );\n",
"\n",
" }\n",
"}\n",
" to grid_options\n"
]
}
],
"source": [
"custom_logging_statement = \"\"\"\n",
"Foreach_star(star)\n",
"{\n",
" if(star->stellar_type <= TPAGB &&\n",
" star->mass - Outermost_core_mass(star) > 0.1)\n",
" {\n",
" double logTeff = log10(Teff_from_star_struct(star));\n",
" double logL = log10(star->luminosity); \n",
" double loggravity = log10(TINY+GRAVITATIONAL_CONSTANT*M_SUN*star->mass/Pow2(star->radius*R_SUN));\n",
" Printf(\"HRD%d %30.12e %g %g %g %g\\\\n\",\n",
" star->starnum, // 0\n",
" stardata->model.time, // 1\n",
" stardata->common.zero_age.mass[0], // 2 : note this is the primary mass\n",
" logTeff, // 3\n",
" logL, // 4\n",
" loggravity // 5\n",
" );\n",
"\n",
" }\n",
"}\n",
"\"\"\"\n",
"\n",
"population.set(\n",
" C_logging_code=custom_logging_statement\n",
")\n"
]
},
{
"cell_type": "markdown",
"id": "ae1f1f0c-1f8b-42d8-b051-cbf8c6b51514",
"metadata": {},
"source": [
"The parse function must now catch lines that start with \"HRD*n*\", where *n* is 0 (primary star) or 1 (secondary star, which doesn't exist in single-star systems), and process the associated data."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "fd197154-a8ce-4865-8929-008d3483101a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"adding: parse_function=<function parse_function at 0x14bf2250fdc0> to grid_options\n"
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]
}
],
"source": [
"from binarycpython.utils.functions import datalinedict\n",
"import re\n",
"\n",
"def parse_function(self, output):\n",
" \"\"\"\n",
" Parsing function to convert HRD data into something that Python can use\n",
" \"\"\"\n",
" \n",
" # list of the data items\n",
" parameters = [\"header\", \"time\", \"zams_mass\", \"logTeff\", \"logL\", \"logg\"]\n",
" \n",
" # Loop over the output.\n",
" for line in output.splitlines():\n",
" match = re.search('HRD(\\d)',line) \n",
" if match:\n",
" nstar = match.group(1) \n",
" \n",
" # obtain the line of data in dictionary form \n",
" linedata = datalinedict(line,parameters)\n",
" \n",
" # first time setup of the list of tuples\n",
" if(len(self.grid_results['HRD'][nstar][linedata['zams_mass']])==0):\n",
" self.grid_results['HRD'][nstar][linedata['zams_mass']] = []\n",
"\n",
" # make the HRD be a list of tuples\n",
" self.grid_results['HRD'][nstar][linedata['zams_mass']].append((linedata['logTeff'],\n",
" linedata['logL']))\n",
" \n",
" # verbose reporting\n",
" #print(\"parse out results_dictionary=\",self.grid_results)\n",
" \n",
"# Add the parsing function\n",
"population.set(\n",
" parse_function=parse_function,\n",
")"
]
},
{
"cell_type": "markdown",
"id": "91509ce5-ffe7-4937-aa87-6d7baac9ac04",
"metadata": {},
"source": [
"## Evolving the grid\n",
"Now that we configured all the main parts of the population object, we can actually run the population! Doing this is straightforward: `population.evolve()`\n",
"\n",

Izzard, Robert Dr (Maths & Physics)
committed
"This will start up the processing of all the systems. We can control how many cores are used by settings `num_cores`. By setting the `verbosity` of the population object to a higher value we can get a lot of verbose information about the run, but for now we will set it to 0.\n",
"There are many grid_options that can lead to different behaviour of the evolution of the grid. Please do have a look at the [grid options docs] (https://ri0005.pages.surrey.ac.uk/binary_c-python/grid_options_descriptions.html) for more details."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "8ea376c1-1e92-45af-8cab-9d7fdca564eb",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"adding: verbosity=1 to grid_options\n",
"adding: num_cores=1 to grid_options\n",
"Creating and loading custom logging functionality\n",
"Doing dry run to calculate total starcount and probability\n",
"Generating grid code\n",
"Generating grid code\n",
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"Saving grid code to grid_options\n",
"Writing grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_8a7d52edc59346ce991063d9e05e9ba7.py [dry_run = True]\n",
"Symlinked grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid-latest0 \n",
"Loading grid code function from /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_8a7d52edc59346ce991063d9e05e9ba7.py\n",
"Grid code loaded\n",
"Dry run of the grid\n",
"Grid has handled 9 stars with a total probability of 9\n",
"**************************************\n",
"* Total starcount for this run is 9 *\n",
"* Total probability is 9 *\n",
"**************************************\n",
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:52,836 DEBUG MainProcess] --- setting up the system_queue_filler now\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Generating grid code\n",
"Generating grid code\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:52,838 DEBUG Process-2] --- Setting up processor: process-0\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Saving grid code to grid_options\n",
"Writing grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_8a7d52edc59346ce991063d9e05e9ba7.py [dry_run = False]\n",
"Symlinked grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid-latest1 \n",
"Loading grid code function from /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_8a7d52edc59346ce991063d9e05e9ba7.py\n",
"Grid code loaded\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:52,846 DEBUG MainProcess] --- Signaling stop to processes\n",
"[2021-11-01 09:49:53,800 DEBUG Process-2] --- Process-0 is finishing.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"process 0 free memory and return \n",
"****************************************************\n",
"* Process 0 finished: *\n",
"* generator started at 2021-11-01T09:49:52.838411 *\n",
"* generator finished at 2021-11-01T09:49:53.802706 *\n",
"* total: 0.96s *\n",
"* of which 0.94s with binary_c *\n",
"* Ran 9 systems *\n",
"* with a total probability of 9 *\n",
"* This thread had 0 failing systems *\n",
"* with a total failed probability of 0 *\n",
"* Skipped a total of 0 zero-probability systems *\n",
"* *\n",
"****************************************************\n",
"\n",
"process 0 queue put output_dict \n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:53,809 DEBUG Process-2] --- Process-0 is finished.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"process 0 return \n",
"**********************************************************\n",
"* Population-8a7d52edc59346ce991063d9e05e9ba7 finished! *\n",
"* The total probability is 9. *\n",
"* It took a total of 1.21s to run 9 systems on 1 cores *\n",
"* = 1.21s of CPU time. *\n",
"* Maximum memory use 235.098 MB *\n",
"**********************************************************\n",
"\n",
"There were no errors found in this run.\n",
"dict_keys([1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0])\n"
]
}
],
"source": [
"# set number of threads\n",
"population.set(\n",
" # verbose output at level 1 is sufficient \n",
" verbosity=1,\n",
" # set number of threads (i.e. number of CPU cores we use)\n",
" num_cores=1,\n",
" )\n",
"\n",
"# Evolve the population - this is the slow, number-crunching step\n",
"analytics = population.evolve() \n",
"\n",
"# Show the results (debugging)\n",
"print (population.grid_results['HRD']['0'].keys())"
]
},
{
"cell_type": "markdown",
"id": "91ab45c7-7d31-4543-aee4-127ab58e891f",
"metadata": {},
"source": [
"After the run is complete, some technical report on the run is returned. I stored that in `analytics`. As we can see below, this dictionary is like a status report of the evolution. Useful for e.g. debugging."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "e1f0464b-0424-4022-b34b-5b744bc2c59d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'population_name': '8a7d52edc59346ce991063d9e05e9ba7', 'evolution_type': 'grid', 'failed_count': 0, 'failed_prob': 0, 'failed_systems_error_codes': [], 'errors_exceeded': False, 'errors_found': False, 'total_probability': 9.0, 'total_count': 9, 'start_timestamp': 1635760192.8124797, 'end_timestamp': 1635760194.0176575, 'total_mass_run': 45.0, 'total_probability_weighted_mass_run': 45.0, 'zero_prob_stars_skipped': 0}\n"
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]
}
],
"source": [
"print(analytics)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "05c6d132-abee-423e-b1a8-2039c8996fbc",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"star 0\n",
"zams mass 1.0\n",
"zams mass 2.0\n",
"zams mass 3.0\n",
"zams mass 4.0\n",
"zams mass 5.0\n",
"zams mass 6.0\n",
"zams mass 7.0\n",
"zams mass 8.0\n",
"zams mass 9.0\n"
]
},
{
"data": {
"text/plain": [
"Text(0, 0.5, '$\\\\log_{10} (L/$L$_{☉})$')"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1440x720 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# make an HRD using Seaborn and Pandas\n",
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"import seaborn as sns\n",
"import pandas as pd\n",
"pd.set_option(\"display.max_rows\", None, \"display.max_columns\", None)\n",
"from binarycpython.utils.functions import pad_output_distribution\n",
"\n",
"# set up seaborn for use in the notebook\n",
"sns.set(rc={'figure.figsize':(20,10)})\n",
"sns.set_context(\"notebook\",\n",
" font_scale=1.5,\n",
" rc={\"lines.linewidth\":2.5})\n",
"\n",
"hrd = population.grid_results['HRD']\n",
"pd.set_option(\"display.max_rows\", None, \"display.max_columns\", None)\n",
"\n",
"for nstar in sorted(hrd):\n",
" print(\"star \",nstar)\n",
" for zams_mass in sorted(hrd[nstar]):\n",
" print(\"zams mass \",zams_mass)\n",
" \n",
" # get track data (list of tuples)\n",
" track = hrd[nstar][zams_mass]\n",
" \n",
" # convert to Pandas dataframe\n",
" data = pd.DataFrame(data=track, \n",
" columns = ['logTeff','logL'])\n",
" \n",
" # make seaborn plot\n",
" p = sns.lineplot(data=data,\n",
" sort=False,\n",
" x='logTeff',\n",
" y='logL',\n",
" estimator=None)\n",
" \n",
" # set mass label at the zero-age main sequence (ZAMS) which is the first data point\n",
" p.text(track[0][0],track[0][1],str(zams_mass))\n",
" \n",
"p.invert_xaxis()\n",
"p.set_xlabel(\"$\\log_{10} (T_\\mathrm{eff} / \\mathrm{K})$\")\n",
"p.set_ylabel(\"$\\log_{10} (L/$L$_{☉})$\")\n"
]
},
{
"cell_type": "markdown",
"id": "7d7b275e-be92-4d59-b44d-ef6f24023cc3",
"metadata": {},
"source": [
"We now have an HRD. It took longer to make the plot than to run the stars with *binary_c*!"
]
},
{
"cell_type": "markdown",
"id": "44586e42-b7cb-4a55-be0a-330b98b20de4",
"metadata": {},
"source": [
"## Binary stars"
]
},
{
"cell_type": "markdown",
"id": "71d0fc4e-c72f-444a-93ab-19f52086b86d",
"metadata": {},
"source": [
"Now we put a secondary star of mass $0.5\\mathrm{M}_\\odot$ at a distance of $10\\mathrm{R}_\\odot$ to see how this changes things. Then we rerun the population. At such short separations, we expect mass transfer to begin on or shortly after the main sequence."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "478e8005-e144-4e6f-80c9-0cf368a9bcb3",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"adding: M_2=0.5 to BSE_options\n",
"adding: separation=10 to BSE_options\n",
"adding: multiplicity=2 to BSE_options\n",
"Custom logging library already loaded. Not setting them again.\n",
"Doing dry run to calculate total starcount and probability\n",
"Generating grid code\n",
"Saving grid code to grid_options\n",
"Writing grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_f4e5925effeb42e69b5be956f400ae41.py [dry_run = True]\n",
"Symlinked grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid-latest2 \n",
"Loading grid code function from /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_f4e5925effeb42e69b5be956f400ae41.py\n",
"Grid code loaded\n",
"Dry run of the grid\n",
"Grid has handled 9 stars with a total probability of 9\n",
"**************************************\n",
"* Total starcount for this run is 9 *\n",
"* Total probability is 9 *\n",
"**************************************\n",
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:55,079 DEBUG MainProcess] --- setting up the system_queue_filler now\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
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"Generating grid code\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:55,081 DEBUG Process-4] --- Setting up processor: process-0\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Saving grid code to grid_options\n",
"Writing grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_f4e5925effeb42e69b5be956f400ae41.py [dry_run = False]\n",
"Symlinked grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid-latest3 \n",
"Loading grid code function from /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_f4e5925effeb42e69b5be956f400ae41.py\n",
"Grid code loaded\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:55,093 DEBUG MainProcess] --- Signaling stop to processes\n",
"[2021-11-01 09:49:57,243 DEBUG Process-4] --- Process-0 is finishing.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"process 0 free memory and return \n",
"****************************************************\n",
"* Process 0 finished: *\n",
"* generator started at 2021-11-01T09:49:55.081024 *\n",
"* generator finished at 2021-11-01T09:49:57.246671 *\n",
"* total: 2.17s *\n",
"* of which 2.14s with binary_c *\n",
"* Ran 9 systems *\n",
"* with a total probability of 9 *\n",
"* This thread had 0 failing systems *\n",
"* with a total failed probability of 0 *\n",
"* Skipped a total of 0 zero-probability systems *\n",
"* *\n",
"****************************************************\n",
"\n",
"process 0 queue put output_dict \n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:57,256 DEBUG Process-4] --- Process-0 is finished.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"process 0 return \n",
"**********************************************************\n",
"* Population-f4e5925effeb42e69b5be956f400ae41 finished! *\n",
"* The total probability is 9. *\n",
"* It took a total of 2.49s to run 9 systems on 1 cores *\n",
"* = 2.49s of CPU time. *\n",
"* Maximum memory use 294.551 MB *\n",
"**********************************************************\n",
"\n",
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"There were no errors found in this run.\n"
]
}
],
"source": [
"population.set(\n",
" M_2 = 0.5, # Msun\n",
" separation = 10, # Rsun\n",
" multiplicity = 2, # binaries\n",
")\n",
"population.clean()\n",
"analytics = population.evolve() "
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "9c433e6a-fe22-4494-b1a9-fce9676a9f40",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"star 0\n",
"zams mass 1.0\n",
"zams mass 2.0\n",
"zams mass 3.0\n",
"zams mass 4.0\n",
"zams mass 5.0\n",
"zams mass 6.0\n",
"zams mass 7.0\n",
"zams mass 8.0\n",
"zams mass 9.0\n",
"star 1\n"
]
},
{
"data": {
"text/plain": [
"Text(0, 0.5, '$\\\\log_{10} (L/$L$_{☉})$')"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
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"text/plain": [
"<Figure size 1440x720 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"hrd = population.grid_results['HRD']\n",
"\n",
"for nstar in sorted(hrd):\n",
" print(\"star \",nstar)\n",
" \n",
" if nstar == '0': # choose only primaries\n",
"\n",
" for zams_mass in sorted(hrd[nstar]):\n",
" print(\"zams mass \",zams_mass)\n",
" \n",
" # get track data (list of tuples)\n",
" track = hrd[nstar][zams_mass]\n",
" \n",
" # convert to Pandas dataframe\n",
" data = pd.DataFrame(data=track, \n",
" columns = ['logTeff','logL'])\n",
" \n",
" # make seaborn plot\n",
" p = sns.lineplot(data=data,\n",
" sort=False,\n",
" x='logTeff',\n",
" y='logL',\n",
" estimator=None)\n",
"\n",
" # set mass label at the zero-age main sequence (ZAMS) which is the first data point\n",
" p.text(track[0][0],track[0][1],str(zams_mass))\n",
"\n",
"p.invert_xaxis()\n",
"p.set_xlabel(\"$\\log_{10} (T_\\mathrm{eff} / \\mathrm{K})$\")\n",
"p.set_ylabel(\"$\\log_{10} (L/$L$_{☉})$\")"
]
},
{
"cell_type": "markdown",
"id": "3557b6d5-6c54-467c-b7a1-b1903493c441",
"metadata": {},
"source": [
"We plot here the track for the primary star only. You can see immediately where stars merge on the main sequence: the tracks move very suddenly where usually evolution on the main sequence is smooth."
]
},
{
"cell_type": "markdown",
"id": "59335030-dd99-4c2f-afff-207a3fcbbb70",
"metadata": {},
"source": [
"If we now set the separation to be longer, say $100\\mathrm{R}_\\odot$, mass transfer should happen on the giant branch. We also set the secondary mass to be larger, $1\\mathrm{M}_\\odot$, so that the interaction is stronger."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "dee92b20-ad6b-4c97-80dc-71d3bd937c4e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"adding: M_2=1 to BSE_options\n",
"adding: separation=100 to BSE_options\n",
"adding: multiplicity=2 to BSE_options\n",
"adding: alpha_ce=1.0 to BSE_options\n",
"Custom logging library already loaded. Not setting them again.\n",
"Doing dry run to calculate total starcount and probability\n",
"Generating grid code\n",
"Generating grid code\n",
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"Saving grid code to grid_options\n",
"Writing grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_26171201413c43f5b91552a374879940.py [dry_run = True]\n",
"Symlinked grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid-latest4 \n",
"Loading grid code function from /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_26171201413c43f5b91552a374879940.py\n",
"Grid code loaded\n",
"Dry run of the grid\n",
"Grid has handled 9 stars with a total probability of 9\n",
"**************************************\n",
"* Total starcount for this run is 9 *\n",
"* Total probability is 9 *\n",
"**************************************\n",
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:57,844 DEBUG MainProcess] --- setting up the system_queue_filler now\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Generating grid code\n",
"Generating grid code\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:57,846 DEBUG Process-6] --- Setting up processor: process-0\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Saving grid code to grid_options\n",
"Writing grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_26171201413c43f5b91552a374879940.py [dry_run = False]\n",
"Symlinked grid code to /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid-latest5 \n",
"Loading grid code function from /tmp/binary_c_python-izzard/notebooks/notebook_HRD/binary_c_grid_26171201413c43f5b91552a374879940.py\n",
"Grid code loaded\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:57,858 DEBUG MainProcess] --- Signaling stop to processes\n",
"[2021-11-01 09:49:59,413 DEBUG Process-6] --- Process-0 is finishing.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"process 0 free memory and return \n",
"****************************************************\n",
"* Process 0 finished: *\n",
"* generator started at 2021-11-01T09:49:57.846045 *\n",
"* generator finished at 2021-11-01T09:49:59.416141 *\n",
"* total: 1.57s *\n",
"* of which 1.55s with binary_c *\n",
"* Ran 9 systems *\n",
"* with a total probability of 9 *\n",
"* This thread had 0 failing systems *\n",
"* with a total failed probability of 0 *\n",
"* Skipped a total of 0 zero-probability systems *\n",
"* *\n",
"****************************************************\n",
"\n",
"process 0 queue put output_dict \n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[2021-11-01 09:49:59,424 DEBUG Process-6] --- Process-0 is finished.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"process 0 return \n",
"**********************************************************\n",
"* Population-26171201413c43f5b91552a374879940 finished! *\n",
"* The total probability is 9. *\n",
"* It took a total of 1.89s to run 9 systems on 1 cores *\n",
"* = 1.89s of CPU time. *\n",
"* Maximum memory use 312.051 MB *\n",
"**********************************************************\n",
"\n",
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"There were no errors found in this run.\n"
]
}
],
"source": [
"population.set(\n",
" M_2 = 1, # Msun\n",
" separation = 100, # Rsun\n",
" multiplicity = 2, # binaries\n",
" alpha_ce = 1.0, # make common-envelope evolution quite efficient\n",
")\n",
"population.clean()\n",
"analytics = population.evolve() "
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "e0ac2573-bc35-43be-8f20-5c85364fde11",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"star 0\n",
"primary zams mass 1.0\n",
"primary zams mass 2.0\n",
"primary zams mass 3.0\n",
"primary zams mass 4.0\n",
"primary zams mass 5.0\n",
"primary zams mass 6.0\n",
"primary zams mass 7.0\n",
"primary zams mass 8.0\n",
"primary zams mass 9.0\n",
"star 1\n"
]
},
{
"data": {
"text/plain": [
"Text(0, 0.5, '$\\\\log_{10} (L/$L$_{☉})$')"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1440x720 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"hrd = population.grid_results['HRD']\n",
"\n",
"for nstar in sorted(hrd):\n",
" print(\"star \",nstar)\n",
" \n",
" if nstar == '0': # choose only primaries\n",
"\n",
" for zams_mass in sorted(hrd[nstar]):\n",
" print(\"primary zams mass \",zams_mass)\n",
" \n",
" # get track data (list of tuples)\n",
" track = hrd[nstar][zams_mass]\n",
" \n",
" # convert to Pandas dataframe\n",
" data = pd.DataFrame(data=track, \n",
" columns = ['logTeff','logL'])\n",
" \n",
" # make seaborn plot\n",
" p = sns.lineplot(data=data,\n",
" sort=False,\n",
" x='logTeff',\n",
" y='logL',\n",
" estimator=None)\n",
"\n",
" # set mass label at the zero-age main sequence (ZAMS) which is the first data point\n",
" p.text(track[0][0],track[0][1],str(zams_mass))\n",
"\n",
"p.invert_xaxis()\n",
"p.set_xlabel(\"$\\log_{10} (T_\\mathrm{eff} / \\mathrm{K})$\")\n",
"p.set_ylabel(\"$\\log_{10} (L/$L$_{☉})$\")"
]
},
{
"cell_type": "markdown",
"id": "16f8e061-a65e-47f2-a777-93de0d5045ea",
"metadata": {},
"source": [
"You now see the interaction in the jerky red-giant tracks where the stars interact. These probably, depending on the mass ratio at the moment of interaction, go through a common-envelope phase. The system can merge (most of the above do) but not all. The interaction is so strong on the RGB of the $1\\mathrm{M}_\\odot$ star that the stellar evolution is terminated before it reaches the RGB tip, so it never ignites helium. This is how helium white dwarfs are probably made."
]
},
{
"cell_type": "markdown",
"id": "698d0a63-11ba-4b3e-a713-35c3e972492f",
"metadata": {},
"source": [
"We can also plot the secondary stars' HRD. Remember, the primary is star 0 in binary_c, while the secondary is star 1. That's because all proper programming languages start counting at 0. We change the parsing function a little so we can separate the plots of the secondaries according to their primary mass."
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "2b0b7c2b-6e43-48ed-9257-9dfc141b3d28",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"star 0\n",