{ "cells": [ { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "# Single-Order Spectrum\n", "\n", "This will show how to fit a single-order spectrum using our [previous setup](setup.ipynb) on some *\\~mysterious\\~* IRTF SpeX data. The spectrum is available for download [here](https://github.com/iancze/Starfish/raw/master/data/example_spec.hdf5)." ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "
\n", " \n", "**Note:** This documentation is not meant to be an exhaustive tour of *Starfish*'s features, but rather a simple example showing a workflow typical of fitting data.\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "## Preprocessing\n", "\n", "Normally, you would pre-process your data. This includes loading the fits files, separating out the wavelengths, fluxes, uncertainties, and any masks. In addition, you would need to convert your data into the same units as your emulator. In our case, the PHOENIX emulator uses $A$ and $erg/cm^2/s/cm$. For this example, though, I've already created a spectrum that you can load directly." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "\n", "plt.style.use(\"seaborn\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from Starfish.spectrum import Spectrum\n", "\n", "data = Spectrum.load(\"example_spec.hdf5\")\n", "\n", "data.plot();" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "## Setting up the model\n", "\n", "Now we can set up our initial model. We need, at minimum, an emulator, our data, and a set of the library grid parameters. Every extra keyword argument we add is added to our list of parameters. For more information on what parameters are available and what effect they have, see the [SpectrumModel documentation](../api/models.rst#SpectrumModel).\n", "\n", "Some of these parameters are based on guesses or pre-existing knowledge. In particular, if you want to fit `log_scale`, you should spend some time tuning it by eye, first. We also want our `global_cov:log_amp` to be reasonable, so pay attention to the $\\sigma$-contours in the residuals plots, too.\n", "\n", "There aren't any previous in-depth works on this star, so we will start with some values based on the spectral type alone." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "text/plain": [ "SpectrumModel\n", "-------------\n", "Data: Example Spectrum\n", "Emulator: F_SPEX_emu\n", "Log Likelihood: None\n", "\n", "Parameters\n", " Av: 0\n", " global_cov:\n", " log_amp: 38\n", " log_ls: 2\n", " T: 6800\n", " logg: 4.2\n", " Z: 0\n", " log_scale: -0.020519147372786654 (fit)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from Starfish.models import SpectrumModel\n", "\n", "model = SpectrumModel(\n", " \"F_SPEX_emu.hdf5\",\n", " data,\n", " grid_params=[6800, 4.2, 0],\n", " Av=0,\n", " global_cov=dict(log_amp=38, log_ls=2),\n", ")\n", "model" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "In this plot, we can see the data and model in the left pane, the absolute errors (residuals) along with the diagonal of the covariance matrix as $\\sigma$ contours in the top-right, and the relative errors (residuals / flux) in the bottom-right" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "model.plot();" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "## Numerical Optimization\n", "\n", "Now lets do a *maximum a posteriori* (MAP) point estimate for our data. \n", "\n", "\n", "Here we freeze `logg` here because the PHOENIX models' response to `logg` compared to our data are relatively flat, so we fix the value using the [freeze](../api/models.rst#parametrization) mechanics. This is equivalent to applying a $\\delta$-function prior." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "text/plain": [ "('Av', 'global_cov:log_amp', 'global_cov:log_ls', 'T', 'Z')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.freeze(\"logg\")\n", "model.labels # These are the fittable parameters" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "Here we specify some priors using `scipy.stats` classes. If you have a custom distribution you want to use, create a class and make sure it has a `logpdf` member function." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "import scipy.stats as st\n", "\n", "priors = {\n", " \"T\": st.norm(6800, 100),\n", " \"Z\": st.uniform(-0.5, 0.5),\n", " \"Av\": st.halfnorm(0, 0.2),\n", " \"global_cov:log_amp\": st.norm(38, 1),\n", " \"global_cov:log_ls\": st.uniform(0, 10),\n", "}" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "Using the above priors, we can do our MAP optimization using `scipy.optimize.minimze`, which is usefully baked into the `train` method of our model. This should give us a good starting point for our MCMC sampling later. " ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "Collapsed": "false" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 5min 1s, sys: 1min 10s, total: 6min 11s\n", "Wall time: 2min 11s\n" ] }, { "data": { "text/plain": [ " final_simplex: (array([[ 4.35997017e-14, 3.88150634e+01, 4.13042481e+00,\n", " 7.01344658e+03, -3.39321728e-03],\n", " [ 1.31419453e-13, 3.88150632e+01, 4.13042476e+00,\n", " 7.01344655e+03, -3.39321733e-03],\n", " [ 1.03637001e-13, 3.88150631e+01, 4.13042471e+00,\n", " 7.01344650e+03, -3.39321746e-03],\n", " [ 9.47232580e-14, 3.88150633e+01, 4.13042477e+00,\n", " 7.01344654e+03, -3.39321740e-03],\n", " [ 8.68158683e-14, 3.88150632e+01, 4.13042476e+00,\n", " 7.01344655e+03, -3.39321733e-03],\n", " [ 6.46583923e-14, 3.88150633e+01, 4.13042476e+00,\n", " 7.01344655e+03, -3.39321734e-03]]), array([-5875.45984265, -5875.45984265, -5875.45984265, -5875.45984265,\n", " -5875.45984265, -5875.45984265]))\n", " fun: -5875.4598426469365\n", " message: 'Optimization terminated successfully.'\n", " nfev: 960\n", " nit: 575\n", " status: 0\n", " success: True\n", " x: array([ 4.35997017e-14, 3.88150634e+01, 4.13042481e+00, 7.01344658e+03,\n", " -3.39321728e-03])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%time model.train(priors)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "text/plain": [ "SpectrumModel\n", "-------------\n", "Data: Example Spectrum\n", "Emulator: F_SPEX_emu\n", "Log Likelihood: 5884.738816795258\n", "\n", "Parameters\n", " Av: 4.3599701716468095e-14\n", " global_cov:\n", " log_amp: 38.81506339478135\n", " log_ls: 4.13042481437768\n", " T: 7013.446581077344\n", " Z: -0.0033932172800382084\n", " log_scale: 0.007658916985542291 (fit)\n", "\n", "Frozen Parameters\n", " logg: 4.2" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "model.plot();" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "model.save(\"example_MAP.toml\")" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "## MCMC Sampling\n", "\n", "Now, we will sample from our model. Note the flexibility we provide with *Starfish* in order to allow sampler front-end that allows blackbox likelihood methods. In our case, we will continue with [emcee](https://github.com/dfm/emcee), which provides an ensemble sampler. We are using pre-release of version `3.0`. This document serves only as an example, and details about emcee's usage should be sought after in its [documentation](https://emcee.readthedocs.io/en/latest/).\n", "\n", "For this basic example, I will freeze both the global and local covariance parameters, so we are only sampling over `T`, `Z`, and `Av`." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "text/plain": [ "'3.0.2'" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import emcee\n", "\n", "emcee.__version__" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "text/plain": [ "('Av', 'T', 'Z')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.load(\"example_MAP.toml\")\n", "model.freeze(\"global_cov\")\n", "model.labels" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "import numpy as np\n", "\n", "# Set our walkers and dimensionality\n", "nwalkers = 50\n", "ndim = len(model.labels)\n", "\n", "# Initialize gaussian ball for starting point of walkers\n", "scales = {\"T\": 1, \"Av\": 0.01, \"Z\": 0.01}\n", "\n", "ball = np.random.randn(nwalkers, ndim)\n", "\n", "for i, key in enumerate(model.labels):\n", " ball[:, i] *= scales[key]\n", " ball[:, i] += model[key]" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "# our objective to maximize\n", "def log_prob(P, priors):\n", " model.set_param_vector(P)\n", " return model.log_likelihood(priors)\n", "\n", "\n", "# Set up our backend and sampler\n", "backend = emcee.backends.HDFBackend(\"example_chain.hdf5\")\n", "backend.reset(nwalkers, ndim)\n", "sampler = emcee.EnsembleSampler(\n", " nwalkers, ndim, log_prob, args=(priors,), backend=backend\n", ")" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "here we start our sampler, and following [this example](https://emcee.readthedocs.io/en/latest/tutorials/monitor/#saving-monitoring-progress) we check every 10 steps for convergence, with a max burn-in of 1000 samples.\n", "\n", "
\n", "\n", "**Warning:** This process *can* take a long time to finish. In cases with high resolution spectra or fully evaluating each nuisance covariance parameter, we recommend running on a remote machine. A setup I recommend is a remote jupyter server, so you don't have to create any scripts and can keeping working in notebooks.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "Collapsed": "false" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " 2%|▏ | 20/1000 [01:18<1:22:41, 5.06s/it]/Users/miles/.pyenv/versions/3.7.4/Python.framework/Versions/3.7/lib/python3.7/site-packages/ipykernel_launcher.py:28: RuntimeWarning: invalid value encountered in less\n", " 40%|████ | 400/1000 [37:01<55:31, 5.55s/it] " ] }, { "name": "stdout", "output_type": "stream", "text": [ "Converged at sample 410\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "max_n = 1000\n", "\n", "# We'll track how the average autocorrelation time estimate changes\n", "index = 0\n", "autocorr = np.empty(max_n)\n", "\n", "# This will be useful to testing convergence\n", "old_tau = np.inf\n", "\n", "\n", "# Now we'll sample for up to max_n steps\n", "for sample in sampler.sample(ball, iterations=max_n, progress=True):\n", " # Only check convergence every 10 steps\n", " if sampler.iteration % 10:\n", " continue\n", "\n", " # Compute the autocorrelation time so far\n", " # Using tol=0 means that we'll always get an estimate even\n", " # if it isn't trustworthy\n", " tau = sampler.get_autocorr_time(tol=0)\n", " autocorr[index] = np.mean(tau)\n", " index += 1\n", " # skip math if it's just going to yell at us\n", " if np.isnan(tau).any() or (tau == 0).any():\n", " continue\n", " # Check convergence\n", " converged = np.all(tau * 10 < sampler.iteration)\n", " converged &= np.all(np.abs(old_tau - tau) / tau < 0.01)\n", " if converged:\n", " print(f\"Converged at sample {sampler.iteration}\")\n", " break\n", " old_tau = tau" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "After our model has converged, let's take a few extra samples to make sure we have clean chains. Remember, we have 50 walkers, so 100 samples ends up becoming 5000 across each chain!" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "Collapsed": "false" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 100/100 [40:52<00:00, 24.52s/it] \n" ] } ], "source": [ "sampler.run_mcmc(backend.get_last_sample(), 100, progress=True);" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "## MCMC Chain Analysis\n", "\n", "Chain analysis is a very broad topic that is mostly out of the scope of this example. \n", "For our analysis, we like using [ArviZ](https://github.com/arviz-devs/arviz) with a simple [corner](https://github.com/dfm/corner.py) plot as well. " ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "Collapsed": "false" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.11.0 2.1.0\n" ] } ], "source": [ "import arviz as az\n", "import corner\n", "\n", "print(az.__version__, corner.__version__)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "reader = emcee.backends.HDFBackend(\"example_chain.hdf5\")\n", "full_data = az.from_emcee(reader, var_names=model.labels)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_trace(full_data);" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "After seeing our full traces, let's discard and thin some of the burn-in" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "tau = reader.get_autocorr_time(tol=0)\n", "burnin = int(tau.max())\n", "thin = int(0.3 * np.min(tau))\n", "burn_samples = reader.get_chain(discard=burnin, thin=thin)\n", "log_prob_samples = reader.get_log_prob(discard=burnin, thin=thin)\n", "log_prior_samples = reader.get_blobs(discard=burnin, thin=thin)\n", "\n", "dd = dict(zip(model.labels, burn_samples.T))\n", "burn_data = az.from_dict(dd)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "image/png": 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meansdhdi_3%hdi_97%mcse_meanmcse_sdess_meaness_sdess_bulkess_tailr_hat
Av0.0770.0630.0000.1930.0030.002396.0396.0437.01599.01.09
T7021.21968.6886899.6327156.6873.3312.358425.0425.0434.01733.01.09
Z-0.3250.078-0.472-0.1890.0030.002514.0514.0537.01298.01.07
\n", "
" ], "text/plain": [ " mean sd hdi_3% hdi_97% mcse_mean mcse_sd ess_mean \\\n", "Av 0.077 0.063 0.000 0.193 0.003 0.002 396.0 \n", "T 7021.219 68.688 6899.632 7156.687 3.331 2.358 425.0 \n", "Z -0.325 0.078 -0.472 -0.189 0.003 0.002 514.0 \n", "\n", " ess_sd ess_bulk ess_tail r_hat \n", "Av 396.0 437.0 1599.0 1.09 \n", "T 425.0 434.0 1733.0 1.09 \n", "Z 514.0 537.0 1298.0 1.07 " ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "az.summary(burn_data)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_posterior(burn_data, [\"T\", \"Z\", \"Av\"]);" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# See https://corner.readthedocs.io/en/latest/pages/sigmas.html#a-note-about-sigmas\n", "sigmas = ((1 - np.exp(-0.5)), (1 - np.exp(-2)))\n", "corner.corner(\n", " burn_samples.reshape((-1, 3)),\n", " labels=model.labels,\n", " quantiles=(0.05, 0.16, 0.84, 0.95),\n", " levels=sigmas,\n", " show_titles=True,\n", ");" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "After looking at our posteriors, let's look at our fit" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "text/plain": [ "SpectrumModel\n", "-------------\n", "Data: Example Spectrum\n", "Emulator: F_SPEX_emu\n", "Log Likelihood: 5883.673006463088\n", "\n", "Parameters\n", " Av: 0.077\n", " T: 7021.219\n", " Z: -0.325\n", " log_scale: 0.01143939531892484 (fit)\n", "\n", "Frozen Parameters\n", " logg: 4.2\n", " global_cov:log_amp: 38.81506339478135\n", " global_cov:log_ls: 4.13042481437768" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "best_fit = dict(az.summary(burn_data)[\"mean\"])\n", "model.set_param_dict(best_fit)\n", "model" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "model.plot();" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "and finally, we can save our best fit." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "model.save(\"example_sampled.toml\")" ] }, { "cell_type": "markdown", "metadata": { "Collapsed": "false" }, "source": [ "Now, on to the next star!" ] } ], "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": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 4 }