{ "cells": [ { "cell_type": "markdown", "id": "5d3e07db", "metadata": {}, "source": [ "# The star class\n", "PBjam is roughly divided into two stages: the mode identification stage followed by the detailed peakbagging stage. The star class wraps these two stages into one neat package, and so is useful for cases where you just want to hit 'Go' and use the default settings in PBjam.\n", "\n", "Many of the inputs to the `star` class should be familiar to you if you have used the `modeID` and `peakbag` classes. If not it is advisable that you go through the respective notebooks for more detailed tutorials on these parts. This notebook will just be a brief run-through using the `star` class.\n", "\n", "Let's start by loading in some data and computing the power spectrum. In the following we will use the built-in `IO` class in PBjam to download the data (via Lightkurve) and compute the power-density spectrum. You can also use your own method for computing the spectrum, however, bear in mind that PBjam expects the spectrum to be Parseval normalized, such that the variance in the light curve is equal to the sum of power in the spectrum. This is required so that PBjam's priors work correctly. " ] }, { "cell_type": "code", "execution_count": 2, "id": "9e1e409d", "metadata": {}, "outputs": [], "source": [ "from pbjam import IO\n", "\n", "psd = IO.psd('KIC10963065', lk_kwargs={'quarter': 6, 'exptime': 60, 'mission':'Kepler', 'author':'Kepler'}, numax=2000)\n", "\n", "psd()\n", "\n", "f = psd.freq\n", "\n", "s = psd.powerdensity" ] }, { "cell_type": "markdown", "id": "f863f594", "metadata": {}, "source": [ "The IO class can take your own time series if you wish and compute the power spectrum, but most of the time it's just as easy to download the data from the MAST servers. Arguments to Lightkurve are given via the `lk_kwargs` argument. `IO` does some mild reduction on the time series, which can be helped by specifying a value of `numax` for the target. This is only used to remove long-term variabiliy via Lightkurves median filtering option, so for most cases you can leave this out if you wish. \n", "\n", "Next we'll initialize the `star` class. Here you can supply the target name or some identifier, which is used to set filenames at the output stage. This can be anything you want. This is followed by the power density in the form of the spectrum frequency bins `f` and the power density `s`. The final required input is the `obs` dictionary, which contains observational parameters of the target. The `numax`, `dnu`, `teff`, and `bp_rp` keywords are used to define the prior used in the mode identification, while the `RV` keyword is used to correct final peakbagged frequencies for any doppler shift due to the targets radial velocity relative to us the observers. Note that the `RV` must be in km/s." ] }, { "cell_type": "code", "execution_count": 3, "id": "17dd8f28", "metadata": {}, "outputs": [], "source": [ "from pbjam import star\n", " \n", "obs = {'numax': (2204, 100), #muHz\n", " 'dnu' : (103.2, 0.54), #muHz\n", " 'teff' : (6140, 77), #K\n", " 'bp_rp': (0.70026, 0.05), #mag\n", " 'RV': (-54.76, 0.18) # km/s\n", " }\n", "\n", "N_p = 10\n", "\n", "S = star('KIC10963065', f, s, obs, N_p=N_p)" ] }, { "cell_type": "markdown", "id": "7316fb47", "metadata": {}, "source": [ "The `star` wraps both the `modeID` and `peakbag` classes, so you can supply inputs to the `star` class that are relevant for either or both classes. In this case we give the `star` class the `N_p` argument which is only relevant to the `modeID` class. This specifies how many radial orders to include in the model.\n", "\n", "We can also specify a lot of these arguments during the call to the `star` class instance. Here it's possible to supply overriding arguments to those given when the class initialized, and thereby supply the `peakbag` class with arguments that are different from those going to `modeID`. This can be useful if you, for example, want to run the mode ID on a lower resolution spectrum than the peakbagging.\n", "\n", "Calling the class instance with the supplied arguments will initialize and call the `modeID` and `peakbag` classes using the supplied arguments. The output is in the form of two dictionaries, one for each stage of the process." ] }, { "cell_type": "code", "execution_count": 4, "id": "8ca12ea7", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "15291it [02:03, 124.31it/s, +600 | bound: 147 | nc: 1 | ncall: 443869 | eff(%): 3.585 | loglstar: -inf < -8918.205 < inf | logz: -8941.386 +/- 0.179 | dlogz: 0.000 > 0.100]\n", "1697it [00:05, 323.77it/s, +150 | bound: 51 | nc: 1 | ncall: 32154 | eff(%): 5.771 | loglstar: -inf < -8961.587 < inf | logz: -8970.530 +/- 0.226 | dlogz: 0.001 > 0.100]\n", "4468it [00:10, 412.18it/s, +150 | bound: 172 | nc: 1 | ncall: 95887 | eff(%): 4.824 | loglstar: -inf < -8961.565 < inf | logz: -8970.529 +/- 0.215 | dlogz: 0.000 > 0.000]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Using emcee to sample.\n", "Peakbagging slice 1/1\n", "Burning in sampler\n", "Convergence >> 1: 20.0\n", "Convergence >> 1: 7.8\n", "Convergence >> 1: 4.4\n", "Convergence >> 1: 3.0\n", "Convergence >> 1: 2.0\n", "Convergence >> 1: 1.8\n", "Convergence >> 1: 1.7\n", "Convergence >> 1: 1.3\n", "Convergence >> 1: 1.0\n", "Convergence >> 1: 1.1\n", "Convergence >> 1: 0.8\n", "Sampling posterior.\n", "Time taken 19.9 minutes\n" ] } ], "source": [ "modeIDResult, peakbagResult = S(peakbag_kwargs={'f':f, 's':s})" ] }, { "cell_type": "markdown", "id": "58970a9d", "metadata": {}, "source": [ "The results can be visualized using the built-in plotting functions in PBjam. These can be accessed through the `modeID` and `peakbag` attributes in the `star` class. " ] }, { "cell_type": "code", "execution_count": 7, "id": "145a329c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = S.peakbag.spectrum()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }