{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Exposure and `GammaLogExposure`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Within `GammaBayes` when we mention exposure we primarily mean the product between the effective area of a given telescope and observation time. However, that is not to say you can't use the more general definition of taking the astrophysical flux and converting it into an observational flux which includes the use of masking as we will discussed later in this tutorial." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Because this will involve the effective area this tutorial will need to make use of the `IRF_Loglikelihood` class (which has it's own tutorial if want to skip to that).However, for the sake of simplicitly all we need to know is that once we have an instance of the `IRF_Loglikelihood` class, then it has a `log_aeff` function that outputs the log of the effective area for the given inputs to `IRF_Loglikelihood`. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For instance, let's say we have an observation run where the central pointing direction is the Galactic Centre that lasts for 5 hours and we are interested in energy values between 0.1 TeV and 100 TeV with 10 bins per decade in energy, and galactic longitude and latitudes between -4 and 4 degrees with an angular resolution of 0.02 deg then..." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/lpin0002/anaconda3/envs/testofwest/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n" ] } ], "source": [ "import numpy as np\n", "from astropy import units as u\n", "from gammabayes.likelihoods.irfs import IRF_LogLikelihood\n", "from gammabayes import GammaBinning\n", "pointing_dir = np.array([0,0])*u.deg\n", "observation_time = 5*u.hr\n", "\n", "bin_geometry = GammaBinning(energy_axis=np.logspace(-1,2, 31)*u.TeV, lon_axis=np.linspace(-4, 4, 401)*u.deg, lat_axis=np.linspace(-4, 4, 401)*u.deg)\n", "\n", "# Don't worry what the difference between axes and dependent axes is yet\n", "irf_loglike_instance = IRF_LogLikelihood(axes=bin_geometry.axes, dependent_axes=bin_geometry.axes, pointing_dir=pointing_dir, observation_time=5*u.hr)\n", "\n", "log_aeff_function = irf_loglike_instance.log_aeff" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's have a look at a slice the effective area for an energy value of 1 TeV." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "spatial_mesh = np.meshgrid(*bin_geometry.spatial_axes, indexing='ij')\n", "\n", "log_aeff_function_mesh_values = log_aeff_function(energy=(spatial_mesh[0].value.flatten()*0+1)*u.TeV,\n", " longitude=spatial_mesh[0].flatten(),\n", " latitude=spatial_mesh[1].flatten()).reshape(spatial_mesh[0].shape)\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib import pyplot as plt\n", "\n", "fig = plt.figure()\n", "plt.pcolormesh(bin_geometry.lon_axis.value, bin_geometry.lat_axis.value, np.exp(log_aeff_function_mesh_values).T)\n", "plt.colorbar(label=r\"Effective Area [\"+(irf_loglike_instance.aeff_units).to_string('latex')+r\"]\")\n", "plt.xlabel(r\"Galactic Longitude [\"+bin_geometry.lon_axis.unit.to_string('latex')+\"]\")\n", "plt.ylabel(r\"Galactic Latitude [\"+bin_geometry.lat_axis.unit.to_string('latex')+\"]\")\n", "ax = fig.get_axes()[0]\n", "ax.invert_xaxis()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So a simple exposure would be the product of this with the observation time." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib import pyplot as plt\n", "\n", "fig = plt.figure()\n", "plt.pcolormesh(bin_geometry.lon_axis.value, bin_geometry.lat_axis.value, np.exp(log_aeff_function_mesh_values).T*observation_time.to(\"s\").value, norm='linear')\n", "plt.colorbar(label=r\"Exposure [\"+(irf_loglike_instance.aeff_units*observation_time.to(\"s\").unit).to_string('latex')+r\"]\")\n", "plt.xlabel(r\"Galactic Longitude [\"+bin_geometry.lon_axis.unit.to_string('latex')+\"]\")\n", "plt.ylabel(r\"Galactic Latitude [\"+bin_geometry.lat_axis.unit.to_string('latex')+\"]\")\n", "ax = fig.get_axes()[0]\n", "ax.invert_xaxis()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This quantity is pretty fundamental to `GammaBayes` both in terms of computation speed and purely not wanting to mess it up because issues with the values here would propagate through every stage of the calculations involving `GammaBayes`. So we have a dedicated class for this called `GammaLogExposure`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from gammabayes import GammaLogExposure\n", "\n", "log_exposure = GammaLogExposure(binning_geometry=bin_geometry, irfs=irf_loglike_instance, \n", " pointing_dir=pointing_dir, observation_time=observation_time,\n", " observation_time_unit=u.s)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- The `irfs` input is required so that the `GammaLogExposure` instance can have access to a standardized function for the effective area.\n", "- `observation_time_unit` is where you can specify a time that you would like your exposures to be converted in regardless of input observation time unit. This is handy as observation runs are typically measured in hours while astrophysical flux models are typically in units of seconds (seconds is the default for `observation_time_unit`)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can \"peek\" at the exposure using the `peek` method" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "log_exposure.peek(dpi=70)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Multiple exposures" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's say you have 9 observations centred around the Galactic Centre with equal observation times with a total of 525 hours (mimicing the planned GC survey by CTAO)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pointing_dirs = [\n", " np.array([-1, 1])*u.deg,\n", " np.array([0, 1])*u.deg,\n", " np.array([1, 1])*u.deg,\n", "\n", " np.array([-1., 0.])*u.deg,\n", " np.array([0., 0.])*u.deg,\n", " np.array([1., 0.])*u.deg,\n", "\n", " np.array([-1, -1])*u.deg,\n", " np.array([0, -1])*u.deg,\n", " np.array([1, -1])*u.deg,\n", " ]\n", "observation_times = [525/9*u.hr for obs in range(len(pointing_dirs))]\n", "\n", "plt.figure()\n", "for coord in pointing_dirs:\n", " plt.scatter(x=coord[0], y=coord[1], marker='x', c='tab:red')\n", "plt.xlim([bin_geometry.lon_axis.value.min(), bin_geometry.lon_axis.value.max()])\n", "plt.ylim([bin_geometry.lat_axis.value.min(), bin_geometry.lat_axis.value.max()])\n", "plt.xlabel(\"Galactic Longitude [deg]\")\n", "plt.ylabel(\"Galactic Latitude [deg]\")\n", "plt.grid(which='both', c='grey', ls='--', alpha=0.4)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Each observation run would have it's own exposure, which we can construct with the following." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "log_exposures = [GammaLogExposure(binning_geometry=bin_geometry, \n", " irfs=irf_loglike_instance,\n", " pointing_dir=pointing,\n", " observation_time=obs_time,\n", " ) for pointing, obs_time in zip(pointing_dirs, observation_times)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Quite commonly we will then want to combine these exposures into a single combined exposure, this can be done a couple ways. \n", "\n", "Firstly, the manual way by accessing the log exposure values directly. We do not recommend this as you can have several issues with the handling of units and the like but it would go something like this." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from scipy.special import logsumexp\n", "\n", "combined_log_exposure = logsumexp([log_exposure.log_exposure_map for log_exposure in log_exposures], axis=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And then I'm going to put this back into a GammaLogExposure class essentially for the plotting." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "combined_log_exposure_class_instance = GammaLogExposure(binning_geometry=bin_geometry, \n", " log_exposure_map=combined_log_exposure,\n", " irfs=irf_loglike_instance, pointing_dir=np.array([0,0])*u.deg)\n", "\n", "fig, ax = combined_log_exposure_class_instance.peek(pcolormesh_kwargs={\"norm\":\"log\"}, dpi=100)\n", "for coord in pointing_dirs:\n", " ax[0, 1].scatter(x=coord[0], y=coord[1], marker='x', c='tab:red')\n", " ax[1,1].scatter(x=coord[0], y=coord[1], marker='x', c='tab:red')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The second way is to use the \"+\" behaviour of `GammaLogExposure` such that when an instance is added to something else, if that something else is also `GammaLogExposure` then it combined the two in the same manner as above. Or if you have a list of them you can just call `sum`. e.g." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "combined_log_exposure_class_instance_2 = sum(log_exposures)\n", "\n", "combined_log_exposure_class_instance_2.pointing_dir = np.array([0,0])*u.deg\n", "\n", "\n", "fig, ax = combined_log_exposure_class_instance_2.peek(pcolormesh_kwargs={\"norm\":\"log\"}, figsize=(12, 6), dpi=100)\n", "for coord in pointing_dirs:\n", " ax[0, 1].scatter(x=coord[0], y=coord[1], marker='x', c='tab:red')\n", " ax[1,1].scatter(x=coord[0], y=coord[1], marker='x', c='tab:red')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "But the key thing we will typically use is a single observation's exposure and extracting the `log_exposure_map` attribute of the above class." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next tutorial will deal with IRFs in more detail." ] } ], "metadata": { "kernelspec": { "display_name": "testofwest", "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": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 2 }