{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Eclipse model\n", "\n", "The eclipse model, `pytransit.EclipseModel`, can be used to model a secondary eclipse. The model is similar to ``pytransit.UniformModel``, but the eclipse occurs correctly where it should based on the orbital eccentricity and argument of periastron, and the model takes the planet-star flux ratio as an additional free parameter. The model is parallelised using numba, and the number of threads can be set using the `NUMBA_NUM_THREADS` environment variable. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "%pylab inline " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "sys.path.append('..')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": true }, "outputs": [], "source": [ "from pytransit import EclipseModel" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "seed(0)\n", "\n", "times_sc = linspace(0.5, 2.5, 5000) # Short cadence time stamps\n", "times_lc = linspace(0.5, 2.5, 500) # Long cadence time stamps\n", "\n", "k, t0, p, a, i, e, w = 0.1, 1., 2.0, 4.2, 0.5*pi, 0.25, 0.4*pi\n", "\n", "ns = 50\n", "ks = normal(k, 0.01, ns)\n", "t0s = normal(t0, 1e-5, ns)\n", "ps = normal(p, 1e-5, ns)\n", "aas = normal(a, 0.01, ns)\n", "iis = normal(i, 1e-5, ns)\n", "es = uniform(0, 0.3, ns)\n", "ws = uniform(0, 2*pi, ns)\n", "frs = normal(0.01, 1e-5, ns)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Model initialization\n", "\n", "The eclipse model doesn't take any special initialization arguments, so the initialization is straightforward. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "tm = EclipseModel()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data setup\n", "### Homogeneous time series\n", "\n", "The model needs to be set up by calling `set_data()` before it can be used. At its simplest, `set_data` takes the mid-exposure times of the time series to be modelled." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "tm.set_data(times_sc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Model use\n", "\n", "**Evaluation**\n", "The transit model can be evaluated using either a set of scalar parameters, a parameter vector (1D ndarray), or a parameter vector array (2D ndarray). The model flux is returned as a 1D ndarray in the first two cases, and a 2D ndarray in the last (one model per parameter vector).\n", "\n", " - `tm.evaluate_ps(k, t0, p, a, i, e=0, w=0)` evaluates the model for a set of scalar parameters, where `k` is the radius ratio, `t0` the zero epoch, `p` the orbital period, `a` the semi-major axis divided by the stellar radius, `i` the inclination in radians, `e` the eccentricity, and `w` the argument of periastron. Eccentricity and argument of periastron are optional, and omitting them defaults to a circular orbit. \n", " - `tm.evaluate_pv(pv)` evaluates the model for a 1D parameter vector, or 2D array of parameter vectors. In the first case, the parameter vector should be array-like with elements `[k, t0, p, a, i, e, w]`. In the second case, the parameter vectors should be stored in a 2d ndarray with shape `(npv, 7)` as \n", "\n", "\n", " [[k1, t01, p1, a1, i1, e1, w1],\n", " [k2, t02, p2, a2, i2, e2, w2],\n", " ...\n", " [kn, t0n, pn, an, in, en, wn]]\n", " \n", "The reason for the different options is that the model implementations may have optimisations that make the model evaluation for a set of parameter vectors much faster than if computing them separately. This is especially the case for the OpenCL models.\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def plot_transits(tm, fmt='k', tc_label=True):\n", " fig, axs = subplots(1, 2, figsize = (13,3), constrained_layout=True, sharey=True)\n", "\n", " flux = tm.evaluate_ps(k, t0, p, a, i, e, w)\n", " axs[0].plot(tm.time, flux, fmt)\n", " axs[0].set_title('Individual parameters')\n", "\n", " flux = tm.evaluate(ks, t0s, ps, aas, iis, es, ws)\n", " axs[1].plot(tm.time, flux.T, fmt, alpha=0.2)\n", " axs[1].set_title('Parameter vector')\n", "\n", " if tc_label:\n", " for ax in axs:\n", " ax.axvline(t0, c='k', ls='--')\n", " ax.text(t0-0.01, 0.999, 'Transit centre', rotation=90, va='top', ha='right')\n", " \n", " setp(axs[0], ylabel='Normalised flux')\n", " setp(axs, xlabel='Time [days]', xlim=tm.time[[0,-1]])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tm.set_data(times_sc)\n", "plot_transits(tm)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Supersampling\n", "\n", "The eclipse model can be supersampled by setting the `nsamples` and `exptimes` arguments in `set_data`." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tm.set_data(times_lc, nsamples=10, exptimes=0.01)\n", "plot_transits(tm)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Heterogeneous time series\n", "\n", "PyTransit allows for heterogeneous time series, that is, a single time series can contain several individual light curves (with, e.g., different time cadences and required supersampling rates) observed (possibly) in different passbands.\n", "\n", "If a time series contains several light curves, it also needs the light curve indices for each exposure. These are given through `lcids` argument, which should be an array of integers. If the time series contains light curves observed in different passbands, the passband indices need to be given through `pbids` argument as an integer array, one per light curve. Supersampling can also be defined on per-light curve basis by giving the `nsamples`and `exptimes` as arrays with one value per light curve. \n", "\n", "For example, a set of three light curves, two observed in one passband and the third in another passband\n", "\n", " times_1 (lc = 0, pb = 0, sc) = [1, 2, 3, 4]\n", " times_2 (lc = 1, pb = 0, lc) = [3, 4]\n", " times_3 (lc = 2, pb = 1, sc) = [1, 5, 6]\n", " \n", "Would be set up as\n", "\n", " tm.set_data(time = [1, 2, 3, 4, 3, 4, 1, 5, 6], \n", " lcids = [0, 0, 0, 0, 1, 1, 2, 2, 2], \n", " pbids = [0, 0, 1],\n", " nsamples = [ 1, 10, 1],\n", " exptimes = [0.1, 1.0, 0.1])\n", " \n", " \n", "### Example: two light curves with different cadences" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "times_1 = linspace(1.5, 2.0, 500)\n", "times_2 = linspace(2.0, 2.5, 10)\n", "times = concatenate([times_1, times_2])\n", "lcids = concatenate([full(times_1.size, 0, 'int'), full(times_2.size, 1, 'int')])\n", "nsamples = [1, 10]\n", "exptimes = [0, 0.0167]\n", "\n", "tm.set_data(times, lcids, nsamples=nsamples, exptimes=exptimes)\n", "plot_transits(tm, 'k.-', tc_label=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "
© Hannu Parviainen 2010-2020
" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.8" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 1 }