{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example of fitting: 51 Pegasi b\n", "\n", "To show how to fit some RV data, let's start with possibly the most famous exoplanet, 51 Peg b. We will quickly fit a circular model, find a best-fit solution using MAP, explore parameter uncertainty with MAP, and derive a mass-estimate $M_p\\sin{i}$.\n", "\n", "The ELODIE data and parameters used in this example notebook for 51 Peg b were obtained from [Birkby et al. 2017](http://doi.org/10.3847/1538-3881/aa5c87)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "from astropy.stats import knuth_bin_width\n", "\n", "import ravest.prior\n", "from ravest.fit import Fitter\n", "from ravest.model import calculate_mpsini\n", "from ravest.param import Parameter, Parameterisation" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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timevelverrtel
0-7389.467245-33258.09.0ELODIE
1-7387.528344-33225.09.0ELODIE
2-7344.688737-33272.07.0ELODIE
3-7271.772638-33310.07.0ELODIE
4-7270.775020-33248.07.0ELODIE
...............
148-4387.643306-33266.08.0ELODIE
149-4166.392013-33315.07.0ELODIE
150-4147.379446-33196.07.0ELODIE
151-4141.412989-33300.08.0ELODIE
152-4112.460190-33275.07.0ELODIE
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153 rows × 4 columns

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" ], "text/plain": [ " time vel verr tel\n", "0 -7389.467245 -33258.0 9.0 ELODIE\n", "1 -7387.528344 -33225.0 9.0 ELODIE\n", "2 -7344.688737 -33272.0 7.0 ELODIE\n", "3 -7271.772638 -33310.0 7.0 ELODIE\n", "4 -7270.775020 -33248.0 7.0 ELODIE\n", ".. ... ... ... ...\n", "148 -4387.643306 -33266.0 8.0 ELODIE\n", "149 -4166.392013 -33315.0 7.0 ELODIE\n", "150 -4147.379446 -33196.0 7.0 ELODIE\n", "151 -4141.412989 -33300.0 8.0 ELODIE\n", "152 -4112.460190 -33275.0 7.0 ELODIE\n", "\n", "[153 rows x 4 columns]" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fpath = Path.cwd() / \"example_data\" / \"51Pegb.txt\"\n", "data = pd.read_csv(fpath, delimiter='\\s+')\n", "# Convert to BTJD (Barycentric TESS Julian Date) by subtracting 2457000\n", "data[\"time\"] = data[\"time\"] - 2457000\n", "data" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(15,3.5))\n", "plt.title(\"51 Peg b ELODIE data\")\n", "plt.ylabel(\"Radial Velocity [m/s]\")\n", "plt.xlabel(\"BTJD\")\n", "plt.errorbar(data[\"time\"], data[\"vel\"], yerr=data[\"verr\"], marker=\".\", linestyle=\"None\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "t0: -6243.54519806536\n" ] }, { "data": { "text/plain": [ "{'P_b': Parameter(value=4.23, unit='d', fixed=False),\n", " 'K_b': Parameter(value=60, unit='m/s', fixed=False),\n", " 'e_b': Parameter(value=0, unit='', fixed=True),\n", " 'w_b': Parameter(value=1.5707963267948966, unit='rad', fixed=True),\n", " 'Tc_b': Parameter(value=-674.0600000000559, unit='d', fixed=False),\n", " 'g_ELODIE': Parameter(value=np.float64(-33252.0), unit='m/s', fixed=False),\n", " 'gd': Parameter(value=0, unit='m/s/day', fixed=True),\n", " 'gdd': Parameter(value=0, unit='m/s/day^2', fixed=True),\n", " 'jit_ELODIE': Parameter(value=0, unit='m/s', fixed=True)}" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fitter = Fitter(planet_letters=[\"b\"], parameterisation=Parameterisation(\"P K e w Tc\"))\n", "fitter.add_data(time=data[\"time\"].to_numpy(), \n", " vel=data[\"vel\"].to_numpy(), \n", " velerr=data[\"verr\"].to_numpy(), \n", " instrument=data[\"tel\"].to_numpy(),\n", " t0=np.mean(data[\"time\"]))\n", "print(\"t0:\", fitter.t0)\n", "\n", "# Construct the params dict\n", "# These values will be used as your initial guess for the MAP fit\n", "params_dict = {\n", " \"P_b\": Parameter(4.23, \"d\", fixed=False),\n", " \"K_b\": Parameter(60, \"m/s\", fixed=False),\n", " \"e_b\": Parameter(0, \"\", fixed=True),\n", " \"w_b\": Parameter(np.pi/2, \"rad\", fixed=True),\n", " \"Tc_b\": Parameter(2456325.94 - 2457000, \"d\", fixed=False), # Convert to BTJD\n", "\n", " \"g_ELODIE\": Parameter(np.median(fitter.vel), \"m/s\", fixed=False),\n", " \"gd\": Parameter(0, \"m/s/day\", fixed=True),\n", " \"gdd\": Parameter(0, \"m/s/day^2\", fixed=True),\n", " \"jit_ELODIE\": Parameter(0, \"m/s\", fixed=True),}\n", "\n", "fitter.params = params_dict\n", "fitter.params" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we need to add prior functions for the free parameters. Ravest has a range of prior functions available:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['Uniform',\n", " 'EccentricityUniform',\n", " 'Normal',\n", " 'TruncatedNormal',\n", " 'HalfNormal',\n", " 'Rayleigh',\n", " 'VanEylen19Mixture',\n", " 'Beta']" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ravest.prior.PRIOR_FUNCTIONS" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'P_b': Normal(mean=4.23, std=1e-06),\n", " 'K_b': Uniform(lower=0, upper=100),\n", " 'Tc_b': Uniform(lower=-676.0600000000559, upper=-672.0600000000559),\n", " 'g_ELODIE': Uniform(lower=-33293.6610064078, upper=-33210.3389935922)}" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Construct the priors dict. Every parameter that isn't fixed requires a prior.\n", "priors_dict = {\n", " \"P_b\": ravest.prior.Normal(params_dict[\"P_b\"].value, 0.000001),\n", " \"K_b\": ravest.prior.Uniform(lower=0, upper=100),\n", " \"Tc_b\": ravest.prior.Uniform(lower=params_dict[\"Tc_b\"].value-2.0, upper=params_dict[\"Tc_b\"].value+2.0),\n", " \"g_ELODIE\": ravest.prior.Uniform(lower=params_dict[\"g_ELODIE\"].value-np.std(fitter.vel), upper=params_dict[\"g_ELODIE\"].value+np.std(fitter.vel)),\n", " }\n", "\n", "fitter.priors = priors_dict\n", "fitter.priors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have loaded the `Fitter` with the data, our parameterisation, our initial parameter values, and priors for each of the free parameters, we can now fit the free parameters of the model to the data. First, Maximum A Posteriori (MAP) optimisation is performed to find the best-fit solution that maximises the log-probability (log likelihood + log priors)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MAP parameter results: {'P_b': np.float64(4.230000383665818), 'K_b': np.float64(55.70905061542831), 'Tc_b': np.float64(-674.1092511101302), 'g_ELODIE': np.float64(-33251.24252216133)}\n" ] }, { "data": { "text/plain": [ " message: Optimization terminated successfully.\n", " success: True\n", " status: 0\n", " fun: 794.802645093951\n", " x: [ 4.230e+00 5.571e+01 -6.741e+02 -3.325e+04]\n", " nit: 3\n", " direc: [[ 1.000e+00 0.000e+00 0.000e+00 0.000e+00]\n", " [ 0.000e+00 1.000e+00 0.000e+00 0.000e+00]\n", " [ 0.000e+00 0.000e+00 1.000e+00 0.000e+00]\n", " [ 0.000e+00 0.000e+00 0.000e+00 1.000e+00]]\n", " nfev: 115" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "map_result = fitter.find_map_estimate(method=\"Powell\")\n", "map_result" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fitter.plot_MAP_rv(map_result=map_result, save=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The residuals look okay, but because of how spread out the data is over time, it's hard to really gauge how well the planet Keplerian model is fitting to the data. So let's create an orbital phase plot: fold the data over the orbital period $P$ around the mid-transit (inferior conjunction) time $T_c$, and show just the RV contribution of the planet (subtracting any system trend)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fitter.plot_MAP_phase(map_result=map_result, planet_letter=\"b\", save=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That looks like a reasonable fit!\n", "\n", "Next, MCMC is used to explore the parameter space to estimate the parameter uncertainties and fully explore the parameter space. We can initialise the walkers in a small ball around our MAP values using the function `generate_initial_walker_positions_from_map`. They will still spread out and explore the function space. It also ensures each walker starts in a position that both satisfies the boundaries of the prior functions, and that is astrophysically valid (e.g. still satifies $P>0$ or $0\\leq{e}<1$.)\n", "\n", "There is also a function `generate_initial_walker_positions_random`, that randomly spreads the initial positions within the prior ranges. You can also supply a set of values to `generate_initial_walker_positions_around_point` and it will make a set of values for each walker around the points you provided (like the `...from_map()` version does from the MAP results).\n", "\n", "Alternatively, you can supply your own starting values for each walker to the `run_mcmc` command directly, but you need to be careful that they are physically valid and that they satisfy the walkers. It is **strongly recommended** that you fuzz the values in these cases - do not pass identical values for each walker to the MCMC!" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "nwalkers = 2 * len(fitter.free_params_dict) # Minimum number of walkers is 2 * number of free params\n", "mcmc_init = fitter.generate_initial_walker_positions_from_map(map_result=map_result, nwalkers=nwalkers, scale=1e-5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You'll likely want to run your real MCMC with considerably more steps than this. A small number was chosen here to keep the notebook computation time to a minimum. Furthermore, you'll also want considerably more walkers (at least one hundred!)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:root:Starting MCMC for 15000 steps...\n", "100%|██████████| 15000/15000 [00:03<00:00, 4114.59it/s]\n", "INFO:root:...MCMC done.\n" ] } ], "source": [ "max_steps = 15_000 # You probably want to run for much longer than this!\n", "samples = fitter.run_mcmc(initial_positions=mcmc_init, nwalkers=nwalkers, max_steps=max_steps, progress=True,) # This will take a while!" ] }, { "cell_type": "markdown", "metadata": { "vscode": { "languageId": "html" } }, "source": [ "Now that the MCMC is finished, the `emcee` sampler has been saved into the `Fitter` object. We can therefore interact with it in the usual way to export the samples, as a numpy array that can be passed into other functions (such as for comparing two models by calculating the Bayesian evidence - example notebook coming soon!). We can also export them into a Pandas dataframe, which keeps each parameter labelled. In both cases, we can pass in the `discard_start` and `thin` arguments as desired." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1400, 8, 4)\n" ] }, { "data": { "text/html": [ "
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P_bK_bTc_bg_ELODIE
04.23000255.976960-674.084961-33250.532144
14.23000056.032717-674.110868-33249.981486
24.22999956.967785-674.121499-33251.031873
34.23000155.040490-674.112143-33251.381550
44.23000055.134806-674.106411-33251.106240
...............
111954.23000056.958168-674.115266-33251.053848
111964.23000054.325356-674.112199-33250.795378
111974.23000156.729050-674.124347-33250.233786
111984.23000057.262604-674.108625-33251.374769
111994.23000155.987968-674.111669-33250.617294
\n", "

11200 rows × 4 columns

\n", "
" ], "text/plain": [ " P_b K_b Tc_b g_ELODIE\n", "0 4.230002 55.976960 -674.084961 -33250.532144\n", "1 4.230000 56.032717 -674.110868 -33249.981486\n", "2 4.229999 56.967785 -674.121499 -33251.031873\n", "3 4.230001 55.040490 -674.112143 -33251.381550\n", "4 4.230000 55.134806 -674.106411 -33251.106240\n", "... ... ... ... ...\n", "11195 4.230000 56.958168 -674.115266 -33251.053848\n", "11196 4.230000 54.325356 -674.112199 -33250.795378\n", "11197 4.230001 56.729050 -674.124347 -33250.233786\n", "11198 4.230000 57.262604 -674.108625 -33251.374769\n", "11199 4.230001 55.987968 -674.111669 -33250.617294\n", "\n", "[11200 rows x 4 columns]" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Get the results from the sampler, as a numpy array. Discard the burn-in phase, thin the chains.\n", "nburn = 1_000\n", "thin_rate = 10\n", "\n", "samples = fitter.get_samples_np(discard_start=nburn, discard_end=0, thin=thin_rate)\n", "print(samples.shape) # (nsteps, nwalkers, nparams)\n", "\n", "# Get the (flattened) samples as a labelled Pandas dataframe\n", "samples_df = fitter.get_samples_df(discard_start=nburn, discard_end=0, thin=thin_rate)\n", "samples_df # shape (nsteps*nwalkers, nparams)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To inspect the chains visually, we can plot (and optionally save) the time series of each parameter in the chain. If you want to overplot a value for each parameter (such as the MAP solution or some published values), you can pass a list to the `truths` argument, e.g. `truths=map_result.x`." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fitter.plot_chains(discard_start=nburn, discard_end=0, thin=thin_rate, save=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These look very well-mixed: you can zoom in on the burn-in period by changing `discard_start` to 0 and `discard_end` argument to instead discard everything *after* the burn-in period, to see that the walkers did initialise converged around the MAP, but quickly started exploring the parameter space around the solution." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fitter.plot_chains(discard_start=0, discard_end=max_steps-nburn, thin=thin_rate, save=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One quick check we can do is get the parameter values at the sample with the best (highest) log probability. We can compare these to the MAP values, they should be nearly identical - if not, maybe the MAP got stuck in a local maximum?" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Best sample found with log probability -794.809522 at index 6045 of samples (with discard_start=1000, discard_end=0, thin=10)\n", "Best sample param values: {'P_b': np.float64(4.23000046481428), 'K_b': np.float64(55.746171849584755), 'Tc_b': np.float64(-674.1098150260545), 'g_ELODIE': np.float64(-33251.256089867755)}\n", " MAP result param values: {'P_b': np.float64(4.230000383665818), 'K_b': np.float64(55.70905061542831), 'Tc_b': np.float64(-674.1092511101302), 'g_ELODIE': np.float64(-33251.24252216133)}\n" ] } ], "source": [ "best_lnprob_params = fitter.get_sample_with_best_lnprob(discard_start=nburn, discard_end=0, thin=thin_rate)\n", "MAP_params = dict(zip(fitter.free_params_dict.keys(), map_result.x))\n", "print(\"Best sample param values:\", best_lnprob_params)\n", "print(\" MAP result param values:\", MAP_params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also visualise the posterior parameter distributions in corner plots, using the `corner` module. If you want to see how the parameter distributions compared to the MAP solution, pass `truths=map_result.x` as an argument. This can be a useful diagnostic to check the MAP didn't get stuck in a local maximum. You could also pass in published parameter values to compare to your distributions." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fitter.plot_corner(discard_start=nburn, truths=map_result.x, plot_datapoints=True, save=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this case, the automatically generated value and error (the 16th, 50th and 84th percentiles) are fairly representative, but you should always inspect the posterior corner plots as distributions won't always be normal/symmetric. For further analysis and inspection, recall we can get a dataframe of the samples with the `Fitter.get_samples_df()` method we saw earlier." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also look at the posterior RV to eyeball whether it is a good fit to the data." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fitter.plot_posterior_rv(discard_start=nburn, discard_end=0, thin=thin_rate)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Residuals look okay. Let's do an orbital phase plot again to get a better look." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fitter.plot_posterior_phase(\"b\", discard_start=nburn, discard_end=0, thin=thin_rate)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate $M_p\\sin{i}$\n", "Now that we have fitted for the parameters, we can investigate the $M_p\\sin{i}$ of 51 Peg b. To do this, we'll pass in the samples from the `Fitter` for the parameters we need. We also need the stellar mass, which I've again obtained from Birkby et al. 2017. The relationship between planetary mass and RV semi-amplitude is given by\n", "\n", "$$ M_p\\sin{i}=K\\sqrt{1-e^2}\\left(\\frac{PM^2_*}{2\\pi G}\\right)^{1/3}. $$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "51 peg b Mpsini: 0.48 +0.02 -0.02 M_jupiter\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Stellar mass values from Birkby et al. 2017\n", "mass_star_val = 1.11 # [M_sun]\n", "mass_star_err = 0.066 # [M_sun]\n", "\n", "\n", "# Create a distribution to ensure the uncertainty in the stellar mass is captured in the mpsini uncertainty\n", "np.random.seed(47) # For reproducibility\n", "mass_star = np.random.normal(loc=mass_star_val, scale=mass_star_err, size=len(samples_df))\n", "# Ensure all values in mass_star are positive (incredibly unlikely to be an issue with these values, but just in case)\n", "while any(mass_star <= 0):\n", " mass_star[mass_star <= 0] = np.random.normal(loc=mass_star_val, scale=mass_star_err, size=sum(mass_star <= 0))\n", "\n", "# Get the posterior samples (both free and fixed) as a dictionary\n", "post_samples = fitter.get_mcmc_posterior_dict(discard_start=nburn, thin=thin_rate)\n", "\n", "# Calculate the mpsini value - choose whether M_jupiter, M_earth or kg\n", "mpsini = calculate_mpsini(mass_star, post_samples[\"P_b\"], post_samples[\"K_b\"], post_samples[\"e_b\"], unit=\"M_jupiter\")\n", "\n", "# Calculate the optimal histogram bin width using Astropy's Knuth bin width\n", "width, edges = knuth_bin_width(mpsini, return_bins=True)\n", "\n", "# Let's plot the mpsini posterior distribution in a histogram\n", "fig, ax = plt.subplots(1, 1)\n", "ax.set_title(\"Minimum mass estimate $M_p\\sin{i}$ for 51 Peg b\")\n", "ax.set_xlabel(\"$M_p \\sin(i)$ [M$_J$]\")\n", "ax.set_ylabel(\"Frequency\")\n", "plot = ax.hist(mpsini, bins=edges, color=\"tab:blue\", alpha=0.7)\n", "\n", "# Let's overplot the 16th, 50th and 84th percentiles\n", "ps = np.percentile(mpsini, [16, 50, 84])\n", "# Search for the heights of the bins in which the percentiles are located\n", "heights = plot[0][np.searchsorted(plot[1], ps, side='left')-1]\n", "# The line height will be bin-height / y_bound\n", "_, ymax = ax.get_ybound()\n", "ax.axvline(ps[0], label='16%', color='blue', linestyle=':', linewidth=2, ymax=heights[0] / ymax)\n", "ax.axvline(ps[1], label='50%', color='blue', linestyle='--', linewidth=2, ymax=heights[1] / ymax)\n", "ax.axvline(ps[2], label='84%', color='blue', linestyle=':', linewidth=2, ymax=heights[2] / ymax)\n", "\n", "# print the mass to two decimal places with +- uncertainties (the 16 84 percentiles) in a box in top left\n", "ax.text(0.02, 0.97, f\"$M_{{p}}\\sin{{i}}$: {ps[1]:.2f} +{ps[2]-ps[1]:.2f} -{ps[1]-ps[0]:.2f} $M_{{J}}$\", transform=ax.transAxes, fontsize=10, va='top', ha='left', bbox=dict(boxstyle='round', facecolor='white', edgecolor='gray', alpha=0.8))\n", "plt.legend(loc=\"upper right\")\n", "print(f\"51 peg b Mpsini: {ps[1]:.2f} +{ps[2]-ps[1]:.2f} -{ps[1]-ps[0]:.2f} M_jupiter\")" ] } ], "metadata": { "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.13" }, "mystnb": { "execution_mode": "off" } }, "nbformat": 4, "nbformat_minor": 2 }