{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Quicklook Trigger Data\n", "\n", "So you're interested in using the trigger data (TRIGDAT)? You must be a glutton for punishment!\n", "\n", "In all seriousness, TRIGDAT was designed so that it contains the minimum amount of data required for rapid on-ground characterization and localization of triggers. To that purpose, the TRGIDAT contains 8-channel pre-binned lightcurve data for each of the 14 detectors along with spacecraft position and attitude information for each bin. The lightcurve data, though, has multiple resolutions. There are \"background\" time bins of duration 8.124 s from the start of the trigger data to just before trigger time, and then about 50 s after the trigger time through the rest of the data. In between the two segments of \"background\" bins, there are 1.024 s duration bins, and in a very short window around the trigger time, there are overlapping bins of width 256 and 64 ms. This design enables a preliminary rapid analysis for long duration triggers that can last from several tens of seconds down sub-second duration triggers. The fact that the different bin timescales are overlapping creates difficulty if you want to make lightcurve plots, but the ```Trigdat``` class solves this problem for you.\n", "\n", "Let's open a TRIGDAT file" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "glg_trigdat_all_bn170101116_v01.fit\n", "504931642.867272\n" ] } ], "source": [ "from gbm import test_data_dir\n", "from gbm.data import Trigdat\n", "\n", "trigdat = Trigdat.open(test_data_dir+'/glg_trigdat_all_bn170101116_v01.fit')\n", "print(trigdat)\n", "print(trigdat.trigtime)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There is a *ton* of metadata and extensions related to how the trigger was processed onboard the spacecraft: the trigger timescale and rates in each detector, the simple background rates that are used onboard the spacecraft, and the onboard trigger classification and localization information. We really won't delve into all of that other than to point out that it exists and is accessible through the ```Trigdat``` attributes and methods. As for the extensions:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "odict_keys(['PRIMARY', 'TRIGRATE', 'BCKRATES', 'OB_CALC', 'MAXRATES', 'EVNTRATE'])" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trigdat.headers.keys()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The pertinent data we want to use is in the 'EVNTRATE' extension. Since this contains the 8-channel lightcurve for each of the detectors, we can extract the data for a detector and return it as a CTIME-like ```PHAII``` object:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "gbm.data.phaii.Ctime" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# data for NaI 0\n", "phaii = trigdat.to_ctime('n0')\n", "type(phaii)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once extracted, it has the full capabilities of the [```Ctime```](./PhaiiData.ipynb) class. You can also retrieve the sum of the detectors:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['n9', 'na', 'nb']\n" ] } ], "source": [ "# the triggered detectors\n", "trig_dets = trigdat.triggered_detectors\n", "print(trig_dets)\n", "\n", "# sum the triggered detectors\n", "summed_phaii = trigdat.sum_detectors(trig_dets)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And then you can plot the lightcurve using our now-familiar ```Lightcurve``` class" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "from gbm.plot import Lightcurve\n", "\n", "lcplot = Lightcurve(data=summed_phaii.to_lightcurve())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the plot you can easily see where the 8 s timescale changes to the 1 s timescale and then back to the 8 s timescale. By default, you can retrieve the 8-s and 1-s data for the lightcurve, but what if you want to retrieve the 256 ms or 64 ms timescales? You can do that by giving ```trigdat.to_ctime()``` or ```trigdat.sum_detectors()``` a ```timescale``` keyword:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# retrieve all timescales 64 ms up to 8 s\n", "# possible options for timescale is 64, 256, or 1024\n", "summed_phaii = trigdat.sum_detectors(trig_dets, timescale=64)\n", "\n", "lcplot = Lightcurve(data=summed_phaii.to_lightcurve())\n", "# zoom in\n", "lcplot.xlim = (-5.0, 5.0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, all timescales are now plotted and merged into a single lightcurve. The 64 ms option will return all timescales at >= 64 ms, while the 256 ms option will return all timescales >= 256 ms. This lightcurve doesn't look particularly pretty because it's a long-duration GRB, but short GRBs show up very nicely on the 64 and 256 ms timescales.\n", "\n", "As mentioned earlier, TRIGDAT also contains spacecraft position history and attitude information. This means that *nearly* everything you can do with [```PosHist```](./PositionHistory.ipynb) can also be done with ```Trigdat```. For example, we can determine where the detectors were pointing at the time of the trigger:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array(68.87778267), array(17.76359436))" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# NaI 9 pointing (one of the triggered detectors) at the trigger time\n", "trigdat.detector_pointing('n9', trigdat.trigtime)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And of course we can make plots with this info!" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# a sky plot of the detector pointings and Earth blockage\n", "from gbm.plot import SkyPlot\n", "\n", "skyplot = SkyPlot()\n", "skyplot.add_poshist(trigdat)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# and we can plot where Fermi is in orbit\n", "from gbm.plot import EarthPlot\n", "\n", "earthplot = EarthPlot()\n", "earthplot.add_poshist(trigdat)\n", "earthplot.standard_title()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Congratulations, you've completed the abbreviated lesson on trigger data! Onward to the GBM [skymaps](./Skymaps.ipynb)." ] } ], "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": "3.7.9" } }, "nbformat": 4, "nbformat_minor": 2 }