{ "cells": [ { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "# Fitting Spatial Extension of IC443" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "This tutorial demonstrates how to perform a measurement of spatial extension with the [extension](http://fermipy.readthedocs.org/en/latest/advanced/extension.html) method in the [fermipy](http://fermipy.readthedocs.org) package. This tutorial assumes that you have first gone through the [PG 1553](pg1553.ipynb) analysis tutorial." ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Get the Data and Setup the Analysis" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-02-25T23:15:17.753173Z", "iopub.status.busy": "2026-02-25T23:15:17.752998Z", "iopub.status.idle": "2026-02-25T23:15:19.036885Z", "shell.execute_reply": "2026-02-25T23:15:19.036126Z" } }, "outputs": [], "source": [ "import os\n", "import matplotlib.pyplot as plt\n", "import matplotlib\n", "import numpy as np\n", "from fermipy.gtanalysis import GTAnalysis\n", "from fermipy.plotting import ROIPlotter" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "In this thread we will use a pregenerated data set which is contained in a tar archive in the *data* directory of the *fermipy-extra* repository." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:19.039264Z", "iopub.status.busy": "2026-02-25T23:15:19.038965Z", "iopub.status.idle": "2026-02-25T23:15:19.618031Z", "shell.execute_reply": "2026-02-25T23:15:19.617247Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "if os.path.isfile('../data/ic443.tar.gz'):\n", " !tar xzf ../data/ic443.tar.gz\n", "else:\n", " !curl -OL --output-dir ./../data/ https://raw.githubusercontent.com/fermiPy/fermipy-extras/master/data/ic443.tar.gz\n", " !tar xzf ./../data/ic443.tar.gz" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "We first instantiate a GTAnalysis instance using the config file in the ic443 directory and the run the setup() method. This will prepare all of the ancillary files and create the pylikelihood instance for binned analysis. Note that in this example these files have already been generated so the routines that will normally be executed to create these files will be skipped." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:19.620243Z", "iopub.status.busy": "2026-02-25T23:15:19.620050Z", "iopub.status.idle": "2026-02-25T23:15:29.121141Z", "shell.execute_reply": "2026-02-25T23:15:29.120479Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:19 INFO GTAnalysis.__init__(): \n", "--------------------------------------------------------------------------------\n", "fermipy version 1.4.1 \n", "ScienceTools version 2.2.0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'Prefactor': 0, 'Index1': 1, 'Scale': 2, 'Cutoff': 3, 'Index2': 4}\n", "{'Prefactor': 0, 'Index1': 1, 'Scale': 2, 'Cutoff': 3, 'Index2': 4}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:20 INFO GTAnalysis.setup(): Running setup.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:20 INFO GTBinnedAnalysis.setup(): Running setup for component 00\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:20 INFO GTBinnedAnalysis._select_data(): Skipping data selection.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:20 INFO GTBinnedAnalysis.setup(): Using external LT cube.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:20 INFO GTBinnedAnalysis._create_expcube(): Skipping gtexpcube.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: FITSFixedWarning: 'datfix' made the change 'Set DATEREF to '2001-01-01T00:01:04.184' from MJDREF.\n", "Set MJD-OBS to 54682.655283 from DATE-OBS.\n", "Set MJD-END to 56874.155220 from DATE-END'. [astropy.wcs.wcs]\n", "2026-02-25 23:15:21 INFO GTBinnedAnalysis._create_srcmaps(): Skipping gtsrcmaps.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:21 INFO GTBinnedAnalysis.setup(): Finished setup for component 00\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:21 INFO GTBinnedAnalysis._create_binned_analysis(): Creating BinnedAnalysis for component 00.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:25 INFO GTAnalysis.setup(): Initializing source properties\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:29 INFO GTAnalysis.setup(): Finished setup.\n" ] } ], "source": [ "gta = GTAnalysis('ic443/config.yaml')\n", "gta.setup()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Due to some issues with the large-file storage on github, some of the data files may be corrupted, giving the error:\n", "\n", "`RuntimeError: File not in FITS format: /path/to/fermipy/environment/lib/python3.9/site-packages/fermipy/data/catalogs/Extended_archive_v15/Templates/IC443.fits`\n", "\n", "To fix, download the extended templates directly from the FSSC website ( https://fermi.gsfc.nasa.gov/ssc/data/access/lat/4yr_catalog/LAT_extended_sources_v15.tgz ) and replace the `Extended_archive_v15` directory.\n", "\n", "Note that those files are for the 3FGL catalog, not the latest 4FGL-DR4 (14 yrs of data):\n", "https://fermi.gsfc.nasa.gov/ssc/data/access/lat/14yr_catalog/" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Print the ROI model\n", "\n", "We can print the ROI object to see a list of sources in the model along with their distance from the ROI center (offset), TS, and number of predicted counts (Npred). Since we haven't yet fit any sources, the ts of all sources will initially be set to nan." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:29.123095Z", "iopub.status.busy": "2026-02-25T23:15:29.122908Z", "iopub.status.idle": "2026-02-25T23:15:29.126479Z", "shell.execute_reply": "2026-02-25T23:15:29.125933Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:29 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "3FGL J0617.2+2234e SpatialMap LogParabola 0.000 nan 11302.5\n", "3FGL J0619.4+2242 PointSource PowerLaw 0.536 nan 248.8\n", "3FGL J0609.3+2131 PointSource LogParabola 2.105 nan 356.0\n", "3FGL J0609.2+2051c PointSource PowerLaw 2.524 nan 165.1\n", "3FGL J0621.0+2514 PointSource PowerLaw 2.804 nan 172.9\n", "3FGL J0611.5+1957 PointSource PowerLaw 2.931 nan 204.8\n", "3FGL J0603.8+2155 PointSource PowerLaw 3.166 nan 64.1\n", "3FGL J0628.4+2429 PointSource PowerLaw 3.214 nan 15.5\n", "3FGL J0605.9+2039c PointSource PowerLaw 3.263 nan 38.6\n", "3FGL J0601.5+2309 PointSource PowerLaw 3.664 nan 88.8\n", "3FGL J0603.3+2042 PointSource PowerLaw 3.725 nan 0.6\n", "3FGL J0631.2+2019 PointSource PowerLaw 3.954 nan 6.8\n", "3FGL J0620.4+2644 PointSource PowerLaw 4.224 nan 3.0\n", "3FGL J0610.6+1728 PointSource LogParabola 5.336 nan 1.7\n", "isodiff ConstantValue FileFunction ----- nan 988.5\n", "galdiff MapCubeFunctio PowerLaw ----- nan 18713.9\n", "\n" ] } ], "source": [ "gta.print_roi()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Now we will run the optimize() method. This method refits the spectral parameters of all sources in the ROI and gives us baseline model that we can use as a starting point for fitting the spatial extension." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:29.128032Z", "iopub.status.busy": "2026-02-25T23:15:29.127860Z", "iopub.status.idle": "2026-02-25T23:15:30.706378Z", "shell.execute_reply": "2026-02-25T23:15:30.705909Z" }, "jupyter": { "outputs_hidden": false }, "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:29 INFO GTAnalysis.optimize(): Starting\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/runner/work/fermipy/fermipy/fermipy/utils.py:793: UserWarning: \n", "The maximal number of iterations maxit (set to 20 by the program)\n", "allowed for finding a smoothing spline with fp=s has been reached: s\n", "too small.\n", "There is an approximation returned but the corresponding weighted sum\n", "of squared residuals does not satisfy the condition abs(fp-s)/s < tol.\n", " spline = UnivariateSpline(x, y, k=2,\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Joint fit ['galdiff', '3FGL J0617.2+2234e', 'isodiff']\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape galdiff TS: 33535.803\n", "Fitting shape 3FGL J0617.2+2234e TS: 29642.155\n", "Fitting shape 3FGL J0621.0+2514 TS: 79.813\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape isodiff TS: 53.457\n", "Fitting shape 3FGL J0609.3+2131 TS: 50.709\n", "Fitting shape 3FGL J0619.4+2242 TS: 41.671\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:30 INFO GTAnalysis.optimize(): Finished\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:30 INFO GTAnalysis.optimize(): LogLike: -48968.111280 Delta-LogLike: 77.470487\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:30 INFO GTAnalysis.optimize(): Execution time: 1.57 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0603.8+2155 TS: 39.543\n", "Fitting shape 3FGL J0609.2+2051c TS: 33.916\n" ] }, { "data": { "text/plain": [ "{'loglike0': -49045.58176731196,\n", " 'loglike1': -48968.111279837394,\n", " 'dloglike': 77.47048747456574,\n", " 'config': {'npred_threshold': 1.0,\n", " 'npred_frac': 0.95,\n", " 'shape_ts_threshold': 25.0,\n", " 'max_free_sources': 5,\n", " 'skip': [],\n", " 'optimizer': {'optimizer': 'MINUIT',\n", " 'tol': 0.001,\n", " 'max_iter': 100,\n", " 'init_lambda': 0.0001,\n", " 'retries': 3,\n", " 'min_fit_quality': 2,\n", " 'verbosity': 0}}}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gta.optimize()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:30.708163Z", "iopub.status.busy": "2026-02-25T23:15:30.707989Z", "iopub.status.idle": "2026-02-25T23:15:30.711157Z", "shell.execute_reply": "2026-02-25T23:15:30.710697Z" }, "jupyter": { "outputs_hidden": false }, "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:30 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "3FGL J0617.2+2234e SpatialMap LogParabola 0.000 34250.99 10889.9\n", "3FGL J0619.4+2242 PointSource PowerLaw 0.536 49.01 286.3\n", "3FGL J0609.3+2131 PointSource LogParabola 2.105 47.84 201.2\n", "3FGL J0609.2+2051c PointSource PowerLaw 2.524 29.95 145.2\n", "3FGL J0621.0+2514 PointSource PowerLaw 2.804 82.26 153.8\n", "3FGL J0611.5+1957 PointSource PowerLaw 2.931 16.81 78.9\n", "3FGL J0603.8+2155 PointSource PowerLaw 3.166 38.34 59.2\n", "3FGL J0628.4+2429 PointSource PowerLaw 3.214 1.01 14.2\n", "3FGL J0605.9+2039c PointSource PowerLaw 3.263 21.41 127.2\n", "3FGL J0601.5+2309 PointSource PowerLaw 3.664 4.28 31.6\n", "3FGL J0603.3+2042 PointSource PowerLaw 3.725 nan 0.6\n", "3FGL J0631.2+2019 PointSource PowerLaw 3.954 -0.00 0.0\n", "3FGL J0620.4+2644 PointSource PowerLaw 4.224 -0.00 0.0\n", "3FGL J0610.6+1728 PointSource LogParabola 5.336 2.39 39.3\n", "isodiff ConstantValue FileFunction ----- 92.24 1280.7\n", "galdiff MapCubeFunctio PowerLaw ----- 50217.03 19203.7\n", "\n" ] } ], "source": [ "gta.print_roi()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "To check the quality of the ROI model fit we can generate a residual map with the residmap method. This will produce smoothed maps of the counts distribution and residuals (counts-model) using a given spatial kernel. The spatial kernel can be defined with a source dictionary. In the following example we use a PointSource with a PowerLaw index of 2.0." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:30.712786Z", "iopub.status.busy": "2026-02-25T23:15:30.712592Z", "iopub.status.idle": "2026-02-25T23:15:31.763087Z", "shell.execute_reply": "2026-02-25T23:15:31.762470Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:30 INFO GTAnalysis.residmap(): Generating residual maps\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:30 INFO GTAnalysis.add_source(): Adding source residmap_testsource\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:31 INFO GTAnalysis.delete_source(): Deleting source residmap_testsource\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:31 INFO GTAnalysis.residmap(): Finished residual maps\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:31 WARNING GTAnalysis.residmap(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ic443_roifit_pointsource_powerlaw_2.00_residmap.npy\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:31 INFO GTAnalysis.residmap(): Execution time: 1.05 s\n" ] } ], "source": [ "resid = gta.residmap('ic443_roifit',model={'SpatialModel' : 'PointSource', 'Index' : 2.0})" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:31.765134Z", "iopub.status.busy": "2026-02-25T23:15:31.764924Z", "iopub.status.idle": "2026-02-25T23:15:32.450295Z", "shell.execute_reply": "2026-02-25T23:15:32.449583Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Excess Counts')" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,6))\n", "ROIPlotter(resid['sigma'],roi=gta.roi).plot(vmin=-5,vmax=5,levels=[-5,-3,3,5,7,9],subplot=121,cmap='RdBu_r')\n", "plt.gca().set_title('Significance')\n", "ROIPlotter(resid['excess'],roi=gta.roi).plot(vmin=-200,vmax=200,subplot=122,cmap='RdBu_r')\n", "plt.gca().set_title('Excess Counts')" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "We can see the effect of removing sources from the model by running *residmap* with the *exclude* option. Here we generate a residual map with the source 3FGL J0621.0+2514 removed from the model." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:32.453170Z", "iopub.status.busy": "2026-02-25T23:15:32.452932Z", "iopub.status.idle": "2026-02-25T23:15:33.607323Z", "shell.execute_reply": "2026-02-25T23:15:33.606648Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:32 INFO GTAnalysis.residmap(): Generating residual maps\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:32 INFO GTAnalysis.add_source(): Adding source residmap_testsource\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:33 INFO GTAnalysis.delete_source(): Deleting source residmap_testsource\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:33 INFO GTAnalysis.residmap(): Finished residual maps\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:33 WARNING GTAnalysis.residmap(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ic443_roifit_noj0621_pointsource_powerlaw_2.00_residmap.npy\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:33 INFO GTAnalysis.residmap(): Execution time: 1.15 s\n" ] } ], "source": [ "resid_noj0621 = gta.residmap('ic443_roifit_noj0621',\n", " model={'SpatialModel' : 'PointSource', 'Index' : 2.0},\n", " exclude=['3FGL J0621.0+2514'])" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:33.609288Z", "iopub.status.busy": "2026-02-25T23:15:33.609065Z", "iopub.status.idle": "2026-02-25T23:15:34.153414Z", "shell.execute_reply": "2026-02-25T23:15:34.152808Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,6))\n", "ROIPlotter(resid_noj0621['sigma'],roi=gta.roi).plot(vmin=-5,vmax=5,levels=[-5,-3,3,5,7,9],subplot=121,cmap='RdBu_r')\n", "plt.gca().set_title('Significance')\n", "ROIPlotter(resid_noj0621['excess'],roi=gta.roi).plot(vmin=-200,vmax=200,subplot=122,cmap='RdBu_r')\n", "plt.gca().set_title('Excess Counts')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "We can get alternative assessment of the model by generating a TS map of the region. Again we see a hotspot at the position of 3FGL J0621.0+2514 which we excluded from the model." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:34.155883Z", "iopub.status.busy": "2026-02-25T23:15:34.155672Z", "iopub.status.idle": "2026-02-25T23:15:42.489037Z", "shell.execute_reply": "2026-02-25T23:15:42.488447Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:34 INFO GTAnalysis.tsmap(): Generating TS map\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:34 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:42 INFO GTAnalysis.tsmap(): Finished TS map\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:42 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ic443_noj0621_pointsource_powerlaw_2.00_tsmap.npy\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:42 INFO GTAnalysis.tsmap(): Execution time: 8.33 s\n" ] } ], "source": [ "tsmap_noj0621 = gta.tsmap('ic443_noj0621',\n", " model={'SpatialModel' : 'PointSource', 'Index' : 2.0},\n", " exclude=['3FGL J0621.0+2514'])" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:42.491022Z", "iopub.status.busy": "2026-02-25T23:15:42.490815Z", "iopub.status.idle": "2026-02-25T23:15:42.770749Z", "shell.execute_reply": "2026-02-25T23:15:42.770061Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(6,6))\n", "ROIPlotter(tsmap_noj0621['sqrt_ts'],roi=gta.roi).plot(vmin=0,vmax=5,levels=[3,5,7,9],subplot=111,cmap='magma')\n", "plt.gca().set_title('sqrt(TS)')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Measuring Source Extension\n", "\n", "After optimizing the model we are ready to run an extension analysis on IC 443. As reported in [Abdo et al. 2010](http://adsabs.harvard.edu/cgi-bin/bib_query?arXiv:1002.2198), this source has a spatial extension of 0.27 deg $\\pm$ 0.01 (stat). We can run an extension test of this source by calling the *extension* method with the source name. The extension method has a number of options which can be changed at runtime by passing keyword arguments. To see the default settings we can look at the extension sub-dictionary of the config property of our GTAnalysis instance." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:42.772775Z", "iopub.status.busy": "2026-02-25T23:15:42.772559Z", "iopub.status.idle": "2026-02-25T23:15:42.776161Z", "shell.execute_reply": "2026-02-25T23:15:42.775568Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'fit_ebin': False,\n", " 'fit_position': False,\n", " 'fix_shape': False,\n", " 'free_background': False,\n", " 'free_radius': None,\n", " 'make_plots': False,\n", " 'make_tsmap': True,\n", " 'psf_scale_fn': None,\n", " 'ra_format': 'hour',\n", " 'reoptimize': False,\n", " 'save_model_map': False,\n", " 'spatial_model': 'RadialGaussian',\n", " 'sqrt_ts_threshold': None,\n", " 'tsmap_fitter': 'tsmap',\n", " 'update': False,\n", " 'width': [],\n", " 'width_max': 1.0,\n", " 'width_min': 0.00316,\n", " 'width_nstep': 26,\n", " 'write_fits': True,\n", " 'write_npy': True}\n" ] } ], "source": [ "import pprint\n", "pprint.pprint(gta.config['extension'])" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "By default the method will use a 2D Gaussian source template and scan the width parameter between 0.00316 and 1 degrees in 26 steps. The *width* parameter can be used to provide an explicit vector of points for the scan. Since we know the extension of IC 443 is well localized around 0.27 deg we use a width vector centered around this point. The analysis results are returned as an output dictionary and are also written to the internal source object of the GTAnalysis instance." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:15:42.777829Z", "iopub.status.busy": "2026-02-25T23:15:42.777657Z", "iopub.status.idle": "2026-02-25T23:16:03.402311Z", "shell.execute_reply": "2026-02-25T23:16:03.401557Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:42 INFO GTAnalysis.extension(): Running extension fit for 3FGL J0617.2+2234e\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:47 INFO GTAnalysis._extension(): Fitting extended-source model.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:49 INFO GTAnalysis._extension(): Generating TS map.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:15:49 INFO GTAnalysis._extension(): Testing point-source model.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:02 INFO GTAnalysis._extension(): Best-fit extension: 0.2734 + 0.0048 - 0.0036\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:02 INFO GTAnalysis._extension(): TS_ext: 4101.660\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:02 INFO GTAnalysis._extension(): Extension UL: 0.2813\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:02 INFO GTAnalysis._extension(): LogLike: -48957.552 DeltaLogLike: 10.559\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:02 INFO GTAnalysis.extension(): Finished extension fit.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:02 WARNING GTAnalysis.extension(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/3fgl_j0617.2+2234e_ext.npy\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:02 INFO GTAnalysis.extension(): Execution time: 20.00 s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:02 INFO GTBinnedAnalysis.write_xml(): Writing /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ext_gauss_fit_00.xml...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:02 INFO GTAnalysis.write_fits(): Writing /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ext_gauss_fit.fits...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'spatial_model': 'RadialGaussian', 'width': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': None, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', 'optimizer': {'optimizer': 'MINUIT', 'tol': 0.001, 'max_iter': 100, 'init_lambda': 0.0001, 'retries': 3, 'min_fit_quality': 2, 'verbosity': 0}, 'prefix': '', 'outfile': None, 'loge_bins': []}\n", "{'spatial_model': 'RadialGaussian', 'width': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': None, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', 'optimizer': {'optimizer': 'MINUIT', 'tol': 0.001, 'max_iter': 100, 'init_lambda': 0.0001, 'retries': 3, 'min_fit_quality': 2, 'verbosity': 0}, 'prefix': '', 'outfile': None, 'loge_bins': []}\n", "{'name': '3FGL J0617.2+2234e', 'file': None, 'config': {'spatial_model': 'RadialGaussian', 'width': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': None, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', 'optimizer': {'optimizer': 'MINUIT', 'tol': 0.001, 'max_iter': 100, 'init_lambda': 0.0001, 'retries': 3, 'min_fit_quality': 2, 'verbosity': 0}, 'prefix': '', 'outfile': None, 'loge_bins': []}, 'width': array([0. , 0.25 , 0.255, 0.26 , 0.265, 0.27 , 0.275, 0.28 , 0.285,\n", " 0.29 , 0.295, 0.3 ]), 'dloglike': array([8.94328679e-01, 2.02784853e+03, 2.03616736e+03, 2.04228124e+03,\n", " 2.04734446e+03, 2.05033555e+03, 2.05080806e+03, 2.04918807e+03,\n", " 2.04710317e+03, 2.04244783e+03, 2.03665300e+03, 2.02915028e+03]), 'loglike': array([-51007.4877265 , -48980.53352417, -48972.21469853, -48966.10081371,\n", " -48961.03759536, -48958.04650585, -48957.57399411, -48959.1939893 ,\n", " -48961.2788832 , -48965.93422196, -48971.72905364, -48979.2317766 ]), 'loglike_ptsrc': -51008.38205517814, 'loglike_ext': -48957.55192097854, 'loglike_init': -48968.111279837394, 'loglike_base': -48967.807930121475, 'ext': 0.2734107383129774, 'ext_err_hi': 0.004834115009851814, 'ext_err_lo': 0.0035873862545768853, 'ext_err': 0.0042107506322143495, 'ext_ul95': 0.2812824094371612, 'ts_ext': 4101.660268399195, 'ebin_e_min': array([], dtype=float64), 'ebin_e_ctr': array([], dtype=float64), 'ebin_e_max': array([], dtype=float64), 'ebin_ext': array([], dtype=float64), 'ebin_ext_err': array([], dtype=float64), 'ebin_ext_err_hi': array([], dtype=float64), 'ebin_ext_err_lo': array([], dtype=float64), 'ebin_ext_ul95': array([], dtype=float64), 'ebin_ts_ext': array([], dtype=float64), 'ebin_dloglike': array([], shape=(0, 12), dtype=float64), 'ebin_loglike': array([], shape=(0, 12), dtype=float64), 'ebin_loglike_ptsrc': array([], dtype=float64), 'ebin_loglike_ext': array([], dtype=float64), 'ra': 94.30999755859375, 'dec': 22.579999923706055, 'glon': 189.0476573947892, 'glat': 3.033452064764367, 'ra_err': nan, 'dec_err': nan, 'glon_err': nan, 'glat_err': nan, 'pos_offset': 0.0, 'pos_err': nan, 'pos_r68': nan, 'pos_r95': nan, 'pos_r99': nan, 'pos_err_semimajor': nan, 'pos_err_semiminor': nan, 'pos_angle': nan, 'tsmap': , 'ptsrc_tot_map': None, 'ptsrc_src_map': None, 'ptsrc_bkg_map': None, 'ext_tot_map': None, 'ext_src_map': None, 'ext_bkg_map': None, 'source_fit': {'param_names': array([b'norm', b'alpha', b'beta', b'Eb', b'', b'', b'', b'', b'', b''],\n", " dtype='|S32'), 'param_values': array([3.28416257e-11, 2.09238254e+00, 7.92688098e-02, 1.44421973e+03,\n", " nan, nan, nan, nan,\n", " nan, nan]), 'param_errors': array([4.38099079e-13, 3.09973244e-02, 1.32605787e-02, nan,\n", " nan, nan, nan, nan,\n", " nan, nan]), 'ts': 33763.559794292465, 'loglike': -48957.55192097854, 'loglike_scan': array([-65839.33181812, -48960.28824621, -48959.64305474, -48959.08543238,\n", " -48958.61489679, -48958.23096969, -48957.93317683, -48957.72104798,\n", " -48957.59411682, -48957.55192098, -48957.57945759, -48957.66187706,\n", " -48957.79894027, -48957.99040971, -48958.23604944, -48958.5356251 ,\n", " -48958.88890391, -48959.29565462, -48959.7556475 , -48960.26865435]), 'dloglike_scan': array([-1.68817799e+04, -2.73632524e+00, -2.09113376e+00, -1.53351140e+00,\n", " -1.06297581e+00, -6.79048707e-01, -3.81255851e-01, -1.69126997e-01,\n", " -4.21958461e-02, 0.00000000e+00, -2.75366137e-02, -1.09956085e-01,\n", " -2.47019296e-01, -4.38488729e-01, -6.84128457e-01, -9.83704124e-01,\n", " -1.33698294e+00, -1.74373364e+00, -2.20372652e+00, -2.71673337e+00]), 'eflux_scan': array([0. , 0.00018938, 0.00018999, 0.00019059, 0.0001912 ,\n", " 0.0001918 , 0.0001924 , 0.00019301, 0.00019361, 0.00019422,\n", " 0.0001947 , 0.00019519, 0.00019568, 0.00019617, 0.00019666,\n", " 0.00019715, 0.00019764, 0.00019813, 0.00019861, 0.0001991 ]), 'flux_scan': array([0.00000000e+00, 5.89309477e-08, 5.91189612e-08, 5.93069746e-08,\n", " 5.94949880e-08, 5.96830015e-08, 5.98710149e-08, 6.00590284e-08,\n", " 6.02470418e-08, 6.04350553e-08, 6.05871114e-08, 6.07391676e-08,\n", " 6.08912237e-08, 6.10432799e-08, 6.11953360e-08, 6.13473922e-08,\n", " 6.14994484e-08, 6.16515045e-08, 6.18035607e-08, 6.19556168e-08]), 'norm_scan': array([0. , 0.32024263, 0.32126434, 0.32228604, 0.32330774,\n", " 0.32432945, 0.32535115, 0.32637285, 0.32739455, 0.32841626,\n", " 0.32924256, 0.33006886, 0.33089517, 0.33172147, 0.33254778,\n", " 0.33337408, 0.33420038, 0.33502669, 0.33585299, 0.33667929]), 'npred': 10791.194221593389, 'npred_wt': 10791.194221593389, 'pivot_energy': 1820.1890526334307, 'flux': 6.043505525276739e-08, 'flux100': 5.97877609562362e-07, 'flux1000': 6.049633354713973e-08, 'flux10000': 2.834569543446787e-09, 'flux_err': 6.536859387694792e-10, 'flux100_err': 5.969685744794288e-08, 'flux1000_err': 6.5442624946148e-10, 'flux10000_err': 1.1222731011092899e-10, 'flux_ul95': 6.150476439772761e-08, 'flux100_ul95': 6.084601289931941e-07, 'flux1000_ul95': 6.156712732669827e-08, 'flux10000_ul95': 2.8847418308711773e-09, 'eflux': 0.0001942162313488094, 'eflux100': 0.00034924232567121123, 'eflux1000': 0.00020252932852705318, 'eflux10000': 6.616451215659869e-05, 'eflux_err': 3.504095611661041e-06, 'eflux100_err': 1.4798567187912539e-05, 'eflux1000_err': 4.672705311652526e-06, 'eflux10000_err': 4.405906237130362e-06, 'eflux_ul95': 0.00019765388649621685, 'eflux100_ul95': 0.00035542396492040443, 'eflux1000_ul95': 0.00020611412668669613, 'eflux10000_ul95': 6.733563351041765e-05, 'dnde': 2.015266039172723e-11, 'dnde100': 4.9816491724535665e-09, 'dnde1000': 7.011118731526749e-11, 'dnde10000': 4.257504781844994e-13, 'dnde_err': 2.3731805906805953e-13, 'dnde100_err': 8.819537563191836e-10, 'dnde1000_err': 1.5591899512204223e-12, 'dnde10000_err': 9.909611800560655e-15, 'dnde_index': 2.034108997551751, 'dnde100_index': 1.6690626378149371, 'dnde1000_index': 2.034108997551751, 'dnde10000_index': 2.3991553572490454, 'name': '3FGL J0617.2+2234e', 'spectral_pars': {'norm': {'name': 'norm', 'value': 0.328416257045865, 'error': 0.004380990790053144, 'min': 1e-05, 'max': 1000.0, 'free': True, 'scale': 1e-10}, 'alpha': {'name': 'alpha', 'value': 2.0923825426564893, 'error': 0.030997324360269172, 'min': -5.0, 'max': 5.0, 'free': True, 'scale': 1.0}, 'beta': {'name': 'beta', 'value': 0.07926880983584716, 'error': 0.01326057869401584, 'min': -2.0, 'max': 2.0, 'free': True, 'scale': 1.0}, 'Eb': {'name': 'Eb', 'value': 1444.2197265625, 'error': nan, 'min': 1444.2197265625, 'max': 1444.2197265625, 'free': False, 'scale': 1.0}}, 'model_counts': array([2977.83590179, 2267.91333854, 1675.73791331, 1208.93182111,\n", " 855.11788716, 594.51385773, 410.22800622, 280.76558591,\n", " 187.55738003, 123.17641201, 80.21967544, 52.42409361,\n", " 33.96784983, 21.50009445, 13.27736046, 8.027044 ]), 'model_counts_wt': array([2977.83590179, 2267.91333854, 1675.73791331, 1208.93182111,\n", " 855.11788716, 594.51385773, 410.22800622, 280.76558591,\n", " 187.55738003, 123.17641201, 80.21967544, 52.42409361,\n", " 33.96784983, 21.50009445, 13.27736046, 8.027044 ]), 'covar': array([[ 1.91930803e-05, 6.12648250e-05, -1.26022197e-05],\n", " [ 6.12648250e-05, 9.60834117e-04, -3.63307559e-04],\n", " [-1.26022197e-05, -3.63307559e-04, 1.75842947e-04]]), 'model_flux': {'energies': array([ 1000. , 1098.54114199, 1206.79264064, 1325.71136559,\n", " 1456.3484775 , 1599.85871961, 1757.51062485, 1930.69772888,\n", " 2120.95088792, 2329.95181052, 2559.5479227 , 2811.76869797,\n", " 3088.84359648, 3393.2217719 , 3727.59372031, 4094.91506238,\n", " 4498.43266897, 4941.71336132, 5428.67543932, 5963.62331659,\n", " 6551.2855686 , 7196.85673001, 7906.04321091, 8685.11373751,\n", " 9540.9547635 , 10481.13134155, 11513.95399326, 12648.55216855,\n", " 13894.95494373, 15264.17967175, 16768.32936811, 18420.69969327,\n", " 20235.89647725, 22229.96482526, 24420.53094549, 26826.9579528 ,\n", " 29470.51702552, 32374.57542818, 35564.80306223, 39069.39937055,\n", " 42919.34260129, 47148.66363457, 51794.74679231, 56898.66029018,\n", " 62505.51925274, 68664.88450043, 75431.20063355, 82864.27728547,\n", " 91029.81779915, 100000. ]), 'log_energies': array([3. , 3.04081633, 3.08163265, 3.12244898, 3.16326531,\n", " 3.20408163, 3.24489796, 3.28571429, 3.32653061, 3.36734694,\n", " 3.40816327, 3.44897959, 3.48979592, 3.53061224, 3.57142857,\n", " 3.6122449 , 3.65306122, 3.69387755, 3.73469388, 3.7755102 ,\n", " 3.81632653, 3.85714286, 3.89795918, 3.93877551, 3.97959184,\n", " 4.02040816, 4.06122449, 4.10204082, 4.14285714, 4.18367347,\n", " 4.2244898 , 4.26530612, 4.30612245, 4.34693878, 4.3877551 ,\n", " 4.42857143, 4.46938776, 4.51020408, 4.55102041, 4.59183673,\n", " 4.63265306, 4.67346939, 4.71428571, 4.75510204, 4.79591837,\n", " 4.83673469, 4.87755102, 4.91836735, 4.95918367, 5. ]), 'dnde': array([7.01111873e-11, 5.78706534e-11, 4.77003201e-11, 3.92623277e-11,\n", " 3.22717589e-11, 2.64887260e-11, 2.17115760e-11, 1.77710656e-11,\n", " 1.45253777e-11, 1.18558649e-11, 9.66342080e-12, 7.86539221e-12,\n", " 6.39295605e-12, 5.18889517e-12, 4.20571576e-12, 3.40405667e-12,\n", " 2.75134776e-12, 2.22068028e-12, 1.78985739e-12, 1.44059752e-12,\n", " 1.15786717e-12, 9.29322947e-13, 7.44845888e-13, 5.96153407e-13,\n", " 4.76476492e-13, 3.80291633e-13, 3.03098582e-13, 2.41236424e-13,\n", " 1.91731602e-13, 1.52172566e-13, 1.20606543e-13, 9.54546784e-14,\n", " 7.54423850e-14, 5.95422777e-14, 4.69274894e-14, 3.69335488e-14,\n", " 2.90272974e-14, 2.27815887e-14, 1.78547287e-14, 1.39737943e-14,\n", " 1.09211225e-14, 8.52338402e-15, 6.64276173e-15, 5.16984041e-15,\n", " 4.01788444e-15, 3.11824037e-15, 2.41664901e-15, 1.87029198e-15,\n", " 1.44543008e-15, 1.11551806e-15]), 'dnde_lo': array([6.85859176e-11, 5.67733714e-11, 4.69113998e-11, 3.86911063e-11,\n", " 3.18505352e-11, 2.61683660e-11, 2.14581731e-11, 1.75628482e-11,\n", " 1.43493995e-11, 1.17048056e-11, 9.53308618e-12, 7.75311844e-12,\n", " 6.29674542e-12, 5.10701198e-12, 4.13652965e-12, 3.34600353e-12,\n", " 2.70293834e-12, 2.18052235e-12, 1.75667657e-12, 1.41325135e-12,\n", " 1.13535140e-12, 9.10771187e-13, 7.29523933e-13, 5.83449793e-13,\n", " 4.65890430e-13, 3.71419348e-13, 2.95618907e-13, 2.34896466e-13,\n", " 1.86333251e-13, 1.47560466e-13, 1.16657936e-13, 9.20712495e-14,\n", " 7.25440022e-14, 5.70623717e-14, 4.48097494e-14, 3.51296101e-14,\n", " 2.74951429e-14, 2.14844422e-14, 1.67602726e-14, 1.30535980e-14,\n", " 1.01502007e-14, 7.87983603e-15, 6.10746011e-15, 4.72615133e-15,\n", " 3.65141027e-15, 2.81657978e-15, 2.16917305e-15, 1.66793563e-15,\n", " 1.28049968e-15, 9.81514814e-16]), 'dnde_hi': array([7.16703773e-11, 5.89891431e-11, 4.85025079e-11, 3.98419823e-11,\n", " 3.26985532e-11, 2.68130080e-11, 2.19679715e-11, 1.79817517e-11,\n", " 1.47035142e-11, 1.20088737e-11, 9.79553732e-12, 7.97929183e-12,\n", " 6.49063672e-12, 5.27209124e-12, 4.27605905e-12, 3.46311702e-12,\n", " 2.80062420e-12, 2.26157779e-12, 1.82366493e-12, 1.46847284e-12,\n", " 1.18082946e-12, 9.48252594e-13, 7.60489644e-13, 6.09133621e-13,\n", " 4.87303094e-13, 3.89375855e-13, 3.10767506e-13, 2.47747500e-13,\n", " 1.97286352e-13, 1.56928821e-13, 1.24688802e-13, 9.89624412e-14,\n", " 7.84565682e-14, 6.21299593e-14, 4.91453153e-14, 3.88301216e-14,\n", " 3.06448304e-14, 2.41570519e-14, 1.90206534e-14, 1.49588587e-14,\n", " 1.17505969e-14, 9.21949072e-15, 7.22498103e-15, 5.65518283e-15,\n", " 4.42113983e-15, 3.45220932e-15, 2.69235894e-15, 2.09719850e-15,\n", " 1.63160378e-15, 1.26781637e-15]), 'dnde_err': array([1.55918995e-12, 1.11848963e-12, 8.02187761e-13, 5.79654655e-13,\n", " 4.26794322e-13, 3.24282000e-13, 2.56395425e-13, 2.10686008e-13,\n", " 1.78136418e-13, 1.53008835e-13, 1.32116522e-13, 1.13899619e-13,\n", " 9.76806709e-14, 8.31960671e-14, 7.03432925e-14, 5.90603565e-14,\n", " 4.92764339e-14, 4.08975107e-14, 3.38075463e-14, 2.78753141e-14,\n", " 2.29622899e-14, 1.89296465e-14, 1.56437563e-14, 1.29802137e-14,\n", " 1.08266014e-14, 9.08422206e-15, 7.66892396e-15, 6.51107571e-15,\n", " 5.55474937e-15, 4.75625467e-15, 4.08225839e-15, 3.50776284e-15,\n", " 3.01418322e-15, 2.58768160e-15, 2.21782589e-15, 1.89657274e-15,\n", " 1.61753305e-15, 1.37546316e-15, 1.16592474e-15, 9.85064362e-16,\n", " 8.29474393e-16, 6.96106703e-16, 5.82219300e-16, 4.85342418e-16,\n", " 4.03255391e-16, 3.33968958e-16, 2.75709925e-16, 2.26906516e-16,\n", " 1.86173704e-16, 1.52298309e-16]), 'dnde_ferr': array([0.02199692, 0.01914417, 0.01667817, 0.01465624, 0.0131387 ,\n", " 0.01216823, 0.01174024, 0.01178611, 0.01218952, 0.01282353,\n", " 0.01357962, 0.01437776, 0.01516445, 0.01590698, 0.01658807,\n", " 0.01720205, 0.01775236, 0.01825014, 0.01871332, 0.01916617,\n", " 0.01963872, 0.02016598, 0.02078666, 0.02154129, 0.0224698 ,\n", " 0.02360886, 0.02498956, 0.02663576, 0.02856363, 0.03078201,\n", " 0.03329366, 0.03609667, 0.03918597, 0.04255453, 0.04619431,\n", " 0.05009689, 0.05425389, 0.05865723, 0.06329922, 0.06817263,\n", " 0.07327068, 0.07858702, 0.08411569, 0.08985108, 0.09578792,\n", " 0.10192119, 0.10824615, 0.11475825, 0.12145316, 0.12832672]), 'pivot_energy': 1820.1890526334307}}}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Format %s cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n", "WARNING: Format %f cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Format %s cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:03 INFO GTAnalysis.write_roi(): Writing /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ext_gauss_fit.npy...\n" ] } ], "source": [ "ext_gauss = gta.extension('3FGL J0617.2+2234e',width=np.linspace(0.25,0.30,11).tolist())\n", "gta.write_roi('ext_gauss_fit')" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "To inspect the results of the analysis we can make a plot of the likelihood profile. From this we can see that the spatial extension is in good agreement with the value from Abdo et al. 2010. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:16:03.404551Z", "iopub.status.busy": "2026-02-25T23:16:03.404323Z", "iopub.status.idle": "2026-02-25T23:16:03.583169Z", "shell.execute_reply": "2026-02-25T23:16:03.582687Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "plt.figure(figsize=(8,6))\n", "plt.plot(ext_gauss['width'],ext_gauss['dloglike'],marker='o')\n", "plt.gca().set_xlabel('Width [deg]')\n", "plt.gca().set_ylabel('Delta Log-Likelihood')\n", "plt.gca().axvline(ext_gauss['ext'])\n", "plt.gca().axvspan(ext_gauss['ext']-ext_gauss['ext_err_lo'],ext_gauss['ext']+ext_gauss['ext_err_hi'],\n", " alpha=0.2,label='This Measurement',color='b')\n", "plt.gca().axvline(0.27,color='k')\n", "plt.gca().axvspan(0.27-0.01,0.27+0.01,alpha=0.2,label='Abdo et al. 2010',color='k')\n", "plt.gca().set_ylim(2030,2070)\n", "plt.gca().set_xlim(0.20,0.34)\n", "\n", "plt.annotate('TS$_{\\mathrm{ext}}$ = %.2f\\nR$_{68}$ = %.3f $\\pm$ %.3f'%\n", " (ext_gauss['ts_ext'],ext_gauss['ext'],ext_gauss['ext_err']),xy=(0.05,0.05),xycoords='axes fraction')\n", "plt.gca().legend(frameon=False)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "As an additional cross-check we can look at what happens when we free sources and rerun the extension analysis." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-02-25T23:16:03.584954Z", "iopub.status.busy": "2026-02-25T23:16:03.584784Z", "iopub.status.idle": "2026-02-25T23:16:24.522432Z", "shell.execute_reply": "2026-02-25T23:16:24.521784Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:03 INFO GTAnalysis.extension(): Running extension fit for 3FGL J0617.2+2234e\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:09 INFO GTAnalysis._extension(): Fitting extended-source model.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:11 INFO GTAnalysis._extension(): Generating TS map.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:11 INFO GTAnalysis._extension(): Testing point-source model.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:24 INFO GTAnalysis._extension(): Best-fit extension: 0.2724 + 0.0045 - 0.0034\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:24 INFO GTAnalysis._extension(): TS_ext: 3919.427\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:24 INFO GTAnalysis._extension(): Extension UL: 0.2798\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:24 INFO GTAnalysis._extension(): LogLike: -48958.441 DeltaLogLike: 22.519\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:24 INFO GTAnalysis.extension(): Finished extension fit.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:24 WARNING GTAnalysis.extension(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/3fgl_j0617.2+2234e_ext.npy\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-02-25 23:16:24 INFO GTAnalysis.extension(): Execution time: 20.93 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'spatial_model': 'RadialGaussian', 'width': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': 1.0, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', 'optimizer': {'optimizer': 'MINUIT', 'tol': 0.001, 'max_iter': 100, 'init_lambda': 0.0001, 'retries': 3, 'min_fit_quality': 2, 'verbosity': 0}, 'prefix': '', 'outfile': None, 'loge_bins': []}\n", "{'spatial_model': 'RadialGaussian', 'width': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': 1.0, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', 'optimizer': {'optimizer': 'MINUIT', 'tol': 0.001, 'max_iter': 100, 'init_lambda': 0.0001, 'retries': 3, 'min_fit_quality': 2, 'verbosity': 0}, 'prefix': '', 'outfile': None, 'loge_bins': []}\n", "{'name': '3FGL J0617.2+2234e', 'file': None, 'config': {'spatial_model': 'RadialGaussian', 'width': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': 1.0, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', 'optimizer': {'optimizer': 'MINUIT', 'tol': 0.001, 'max_iter': 100, 'init_lambda': 0.0001, 'retries': 3, 'min_fit_quality': 2, 'verbosity': 0}, 'prefix': '', 'outfile': None, 'loge_bins': []}, 'width': array([0. , 0.25 , 0.255, 0.26 , 0.265, 0.27 , 0.275, 0.28 , 0.285,\n", " 0.29 , 0.295, 0.3 ]), 'dloglike': array([8.66929639e-01, 1.94007321e+03, 1.94747173e+03, 1.95277362e+03,\n", " 1.95713076e+03, 1.95954110e+03, 1.95954045e+03, 1.95755701e+03,\n", " 1.95520898e+03, 1.95041370e+03, 1.94460333e+03, 1.93717050e+03]), 'loglike': array([-50917.28736448, -48978.08108645, -48970.68256102, -48965.38067545,\n", " -48961.02353216, -48958.6131902 , -48958.61384813, -48960.59728806,\n", " -48962.94531023, -48967.74059409, -48973.55096508, -48980.98379908]), 'loglike_ptsrc': -50918.154294120584, 'loglike_ext': -48958.44085279309, 'loglike_init': -48980.959355445215, 'loglike_base': -48969.625975732546, 'ext': 0.27235475597998754, 'ext_err_hi': 0.004496609260923545, 'ext_err_lo': 0.003396985200368574, 'ext_err': 0.00394679723064606, 'ext_ul95': 0.2797807237669646, 'ts_ext': 3919.426882654996, 'ebin_e_min': array([], dtype=float64), 'ebin_e_ctr': array([], dtype=float64), 'ebin_e_max': array([], dtype=float64), 'ebin_ext': array([], dtype=float64), 'ebin_ext_err': array([], dtype=float64), 'ebin_ext_err_hi': array([], dtype=float64), 'ebin_ext_err_lo': array([], dtype=float64), 'ebin_ext_ul95': array([], dtype=float64), 'ebin_ts_ext': array([], dtype=float64), 'ebin_dloglike': array([], shape=(0, 12), dtype=float64), 'ebin_loglike': array([], shape=(0, 12), dtype=float64), 'ebin_loglike_ptsrc': array([], dtype=float64), 'ebin_loglike_ext': array([], dtype=float64), 'ra': 94.30999755859375, 'dec': 22.579999923706055, 'glon': 189.0476573947892, 'glat': 3.033452064764367, 'ra_err': nan, 'dec_err': nan, 'glon_err': nan, 'glat_err': nan, 'pos_offset': 0.0, 'pos_err': nan, 'pos_r68': nan, 'pos_r95': nan, 'pos_r99': nan, 'pos_err_semimajor': nan, 'pos_err_semiminor': nan, 'pos_angle': nan, 'tsmap': , 'ptsrc_tot_map': None, 'ptsrc_src_map': None, 'ptsrc_bkg_map': None, 'ext_tot_map': None, 'ext_src_map': None, 'ext_bkg_map': None, 'source_fit': {'param_names': array([b'norm', b'alpha', b'beta', b'Eb', b'', b'', b'', b'', b'', b''],\n", " dtype='|S32'), 'param_values': array([3.11161786e-11, 2.08277097e+00, 7.72448242e-02, 1.44421973e+03,\n", " nan, nan, nan, nan,\n", " nan, nan]), 'param_errors': array([4.28995932e-13, 3.04855950e-02, 1.30689289e-02, nan,\n", " nan, nan, nan, nan,\n", " nan, nan]), 'ts': 25539.9756938402, 'loglike': -48958.44085279296, 'loglike_scan': array([-61728.42869971, -48961.17712456, -48960.53208567, -48959.97454253,\n", " -48959.50402674, -48959.12007709, -48958.82223631, -48958.61005103,\n", " -48958.48307175, -48958.44085279, -48958.46834123, -48958.5506298 ,\n", " -48958.68748919, -48958.87869128, -48959.12400956, -48959.42321901,\n", " -48959.77609614, -48960.18241898, -48960.64196706, -48961.15452136]), 'dloglike_scan': array([-1.27699878e+04, -2.73627176e+00, -2.09123287e+00, -1.53368973e+00,\n", " -1.06317395e+00, -6.79224299e-01, -3.81383517e-01, -1.69198238e-01,\n", " -4.22189603e-02, 1.23691279e-10, -2.74884329e-02, -1.09777006e-01,\n", " -2.46636392e-01, -4.37838492e-01, -6.83156766e-01, -9.82366212e-01,\n", " -1.33524335e+00, -1.74156619e+00, -2.20111427e+00, -2.71366857e+00]), 'eflux_scan': array([0. , 0.00018273, 0.00018334, 0.00018395, 0.00018456,\n", " 0.00018517, 0.00018578, 0.00018639, 0.000187 , 0.00018761,\n", " 0.00018811, 0.0001886 , 0.0001891 , 0.00018959, 0.00019008,\n", " 0.00019058, 0.00019107, 0.00019156, 0.00019206, 0.00019255]), 'flux_scan': array([0.00000000e+00, 5.60728136e-08, 5.62603643e-08, 5.64479150e-08,\n", " 5.66354657e-08, 5.68230163e-08, 5.70105670e-08, 5.71981177e-08,\n", " 5.73856684e-08, 5.75732190e-08, 5.77247370e-08, 5.78762549e-08,\n", " 5.80277729e-08, 5.81792908e-08, 5.83308088e-08, 5.84823267e-08,\n", " 5.86338446e-08, 5.87853626e-08, 5.89368805e-08, 5.90883985e-08]), 'norm_scan': array([0. , 0.30305265, 0.3040663 , 0.30507994, 0.30609358,\n", " 0.30710722, 0.30812086, 0.3091345 , 0.31014814, 0.31116179,\n", " 0.31198068, 0.31279958, 0.31361848, 0.31443738, 0.31525628,\n", " 0.31607517, 0.31689407, 0.31771297, 0.31853187, 0.31935077]), 'npred': 10733.300645396363, 'npred_wt': 10733.300645396363, 'pivot_energy': 1825.0331201913768, 'flux': 5.7573219035545965e-08, 'flux100': 5.616419007824221e-07, 'flux1000': 5.7635895141895625e-08, 'flux10000': 2.7912068502861736e-09, 'flux_err': 6.514506141009936e-10, 'flux100_err': 5.503875259709292e-08, 'flux1000_err': 6.521404376719712e-10, 'flux10000_err': 1.1139190797742398e-10, 'flux_ul95': 5.863954397237947e-08, 'flux100_ul95': 5.72044181120527e-07, 'flux1000_ul95': 5.870338091524763e-08, 'flux10000_ul95': 2.842903342477848e-09, 'eflux': 0.00018761438751327837, 'eflux100': 0.0003340212991656004, 'eflux1000': 0.0001962387071396638, 'eflux10000': 6.593532154547057e-05, 'eflux_err': 3.496140212800717e-06, 'eflux100_err': 1.3959570052732557e-05, 'eflux1000_err': 4.7080199875535465e-06, 'eflux10000_err': 4.438886203508025e-06, 'eflux_ul95': 0.00019108923056123522, 'eflux100_ul95': 0.00034020777347953306, 'eflux1000_ul95': 0.00019987328291118367, 'eflux10000_ul95': 6.715652263097294e-05, 'dnde': 1.903098702622263e-11, 'dnde100': 4.667194676982837e-09, 'dnde1000': 6.62114902434093e-11, 'dnde10000': 4.1408094687790874e-13, 'dnde_err': 2.342464544023359e-13, 'dnde100_err': 8.125078098664923e-10, 'dnde1000_err': 1.4749609951594293e-12, 'dnde10000_err': 9.681361653308347e-15, 'dnde_index': 2.0259853343532583, 'dnde100_index': 1.6702597729304214, 'dnde1000_index': 2.0259853343532583, 'dnde10000_index': 2.3817108957466573, 'name': '3FGL J0617.2+2234e', 'spectral_pars': {'norm': {'name': 'norm', 'value': 0.3111617855674471, 'error': 0.004289959321607989, 'min': 1e-05, 'max': 1000.0, 'free': True, 'scale': 1e-10}, 'alpha': {'name': 'alpha', 'value': 2.082770969904619, 'error': 0.030485594967969442, 'min': -5.0, 'max': 5.0, 'free': True, 'scale': 1.0}, 'beta': {'name': 'beta', 'value': 0.07724482419046108, 'error': 0.013068928900471349, 'min': -2.0, 'max': 2.0, 'free': True, 'scale': 1.0}, 'Eb': {'name': 'Eb', 'value': 1444.2197265625, 'error': nan, 'min': 1444.2197265625, 'max': 1444.2197265625, 'free': False, 'scale': 1.0}}, 'model_counts': array([2936.06924376, 2263.7369109 , 1679.63751384, 1211.01738511,\n", " 851.92008799, 588.78295708, 404.91032079, 277.20341136,\n", " 185.81289277, 122.52624381, 80.30933795, 52.81556154,\n", " 34.47787902, 21.9959586 , 13.70274906, 8.38219182]), 'model_counts_wt': array([2936.06924376, 2263.7369109 , 1679.63751384, 1211.01738511,\n", " 851.92008799, 588.78295708, 404.91032079, 277.20341136,\n", " 185.81289277, 122.52624381, 80.30933795, 52.81556154,\n", " 34.47787902, 21.9959586 , 13.70274906, 8.38219182]), 'covar': array([[ 1.84037510e-05, 5.63953399e-05, -1.08687125e-05],\n", " [ 5.63953399e-05, 9.29371501e-04, -3.50432958e-04],\n", " [-1.08687125e-05, -3.50432958e-04, 1.70796903e-04]]), 'model_flux': {'energies': array([ 1000. , 1098.54114199, 1206.79264064, 1325.71136559,\n", " 1456.3484775 , 1599.85871961, 1757.51062485, 1930.69772888,\n", " 2120.95088792, 2329.95181052, 2559.5479227 , 2811.76869797,\n", " 3088.84359648, 3393.2217719 , 3727.59372031, 4094.91506238,\n", " 4498.43266897, 4941.71336132, 5428.67543932, 5963.62331659,\n", " 6551.2855686 , 7196.85673001, 7906.04321091, 8685.11373751,\n", " 9540.9547635 , 10481.13134155, 11513.95399326, 12648.55216855,\n", " 13894.95494373, 15264.17967175, 16768.32936811, 18420.69969327,\n", " 20235.89647725, 22229.96482526, 24420.53094549, 26826.9579528 ,\n", " 29470.51702552, 32374.57542818, 35564.80306223, 39069.39937055,\n", " 42919.34260129, 47148.66363457, 51794.74679231, 56898.66029018,\n", " 62505.51925274, 68664.88450043, 75431.20063355, 82864.27728547,\n", " 91029.81779915, 100000. ]), 'log_energies': array([3. , 3.04081633, 3.08163265, 3.12244898, 3.16326531,\n", " 3.20408163, 3.24489796, 3.28571429, 3.32653061, 3.36734694,\n", " 3.40816327, 3.44897959, 3.48979592, 3.53061224, 3.57142857,\n", " 3.6122449 , 3.65306122, 3.69387755, 3.73469388, 3.7755102 ,\n", " 3.81632653, 3.85714286, 3.89795918, 3.93877551, 3.97959184,\n", " 4.02040816, 4.06122449, 4.10204082, 4.14285714, 4.18367347,\n", " 4.2244898 , 4.26530612, 4.30612245, 4.34693878, 4.3877551 ,\n", " 4.42857143, 4.46938776, 4.51020408, 4.55102041, 4.59183673,\n", " 4.63265306, 4.67346939, 4.71428571, 4.75510204, 4.79591837,\n", " 4.83673469, 4.87755102, 4.91836735, 4.95918367, 5. ]), 'dnde': array([6.62114902e-11, 5.46945142e-11, 4.51192162e-11, 3.71694980e-11,\n", " 3.05787139e-11, 2.51222831e-11, 2.06113466e-11, 1.68873304e-11,\n", " 1.38172941e-11, 1.12899593e-11, 9.21232228e-12, 7.50677224e-12,\n", " 6.10864275e-12, 4.96413502e-12, 4.02855980e-12, 3.26485137e-12,\n", " 2.64231376e-12, 2.13556468e-12, 1.72364746e-12, 1.38928558e-12,\n", " 1.11825792e-12, 8.98876049e-13, 7.21547633e-13, 5.78412373e-13,\n", " 4.63038939e-13, 3.70173073e-13, 2.95528593e-13, 2.35614253e-13,\n", " 1.87590561e-13, 1.49151552e-13, 1.18427331e-13, 9.39038671e-14,\n", " 7.43570899e-14, 5.87988271e-14, 4.64325262e-14, 3.66170483e-14,\n", " 2.88371093e-14, 2.26791872e-14, 1.78119152e-14, 1.39701518e-14,\n", " 1.09420577e-14, 8.55862988e-15, 6.68523784e-15, 5.21479032e-15,\n", " 4.06222720e-15, 3.16008628e-15, 2.45494090e-15, 1.90454182e-15,\n", " 1.47552767e-15, 1.14159372e-15]), 'dnde_lo': array([6.47686702e-11, 5.36495863e-11, 4.43616159e-11, 3.66155388e-11,\n", " 3.01660701e-11, 2.48058608e-11, 2.03600192e-11, 1.66809135e-11,\n", " 1.36434823e-11, 1.11415038e-11, 9.08486006e-12, 7.39742547e-12,\n", " 6.01523771e-12, 4.88481931e-12, 3.96164078e-12, 3.20874408e-12,\n", " 2.59553626e-12, 2.09674928e-12, 1.69155336e-12, 1.36280723e-12,\n", " 1.09642761e-12, 8.80861251e-13, 7.06644115e-13, 5.66034198e-13,\n", " 4.52706344e-13, 3.61499074e-13, 2.88205046e-13, 2.29398118e-13,\n", " 1.82291039e-13, 1.44618658e-13, 1.14542262e-13, 9.05712632e-14,\n", " 7.14990857e-14, 5.63506499e-14, 4.43393351e-14, 3.48317128e-14,\n", " 2.73186664e-14, 2.13917677e-14, 1.67239830e-14, 1.30539459e-14,\n", " 1.01731618e-14, 7.91562097e-15, 6.14938405e-15, 4.76978049e-15,\n", " 3.69392233e-15, 2.85628842e-15, 2.20517747e-15, 1.69986487e-15,\n", " 1.30832829e-15, 1.00543175e-15]), 'dnde_hi': array([6.76864512e-11, 5.57597941e-11, 4.58897548e-11, 3.77318380e-11,\n", " 3.09970021e-11, 2.54427417e-11, 2.08657765e-11, 1.70963015e-11,\n", " 1.39933202e-11, 1.14403930e-11, 9.34157283e-12, 7.61773535e-12,\n", " 6.20349818e-12, 5.04473859e-12, 4.09660920e-12, 3.32193974e-12,\n", " 2.68993430e-12, 2.17509863e-12, 1.75635047e-12, 1.41627838e-12,\n", " 1.14052288e-12, 9.17259275e-13, 7.36765473e-13, 5.91061237e-13,\n", " 4.73607365e-13, 3.79055201e-13, 3.03038237e-13, 2.41998829e-13,\n", " 1.93044149e-13, 1.53826523e-13, 1.22444174e-13, 9.73590954e-14,\n", " 7.73293361e-14, 6.13533664e-14, 4.86245336e-14, 3.84938930e-14,\n", " 3.04399513e-14, 2.40440875e-14, 1.89706199e-14, 1.49506626e-14,\n", " 1.17690673e-14, 9.25387227e-15, 7.26778562e-15, 5.70131858e-15,\n", " 4.46725415e-15, 3.49619640e-15, 2.73299311e-15, 2.13386347e-15,\n", " 1.66409449e-15, 1.29619561e-15]), 'dnde_err': array([1.47496100e-12, 1.06527987e-12, 7.70538529e-13, 5.62340038e-13,\n", " 4.18288285e-13, 3.20458569e-13, 2.54429857e-13, 2.08971180e-13,\n", " 1.76026087e-13, 1.50433625e-13, 1.29250547e-13, 1.10963107e-13,\n", " 9.48554378e-14, 8.06035712e-14, 6.80494013e-14, 5.70883713e-14,\n", " 4.76205408e-14, 3.95339566e-14, 3.27030171e-14, 2.69928019e-14,\n", " 2.22649618e-14, 1.83832254e-14, 1.52178408e-14, 1.26488641e-14,\n", " 1.05684263e-14, 8.88212778e-15, 7.50964446e-15, 6.38457639e-15,\n", " 5.45358832e-15, 4.67497174e-15, 4.01684331e-15, 3.45522834e-15,\n", " 2.97224615e-15, 2.55453925e-15, 2.19200738e-15, 1.87684474e-15,\n", " 1.60284197e-15, 1.36490026e-15, 1.15870463e-15, 9.80510801e-16,\n", " 8.27009645e-16, 6.95242391e-16, 5.82547778e-16, 4.86528259e-16,\n", " 4.05026949e-16, 3.36110122e-16, 2.78052207e-16, 2.29321645e-16,\n", " 1.88566827e-16, 1.54601893e-16]), 'dnde_ferr': array([0.0220338 , 0.01929085, 0.01693446, 0.01501633, 0.01358677,\n", " 0.01267562, 0.0122689 , 0.01229881, 0.01265942, 0.01323695,\n", " 0.01393312, 0.01467408, 0.01540935, 0.01610747, 0.01675145,\n", " 0.0173355 , 0.01786276, 0.01834394, 0.01879651, 0.01924412,\n", " 0.01971606, 0.02024641, 0.02087274, 0.02163425, 0.0225694 ,\n", " 0.0237134 , 0.02509603, 0.02674013, 0.02866112, 0.03086748,\n", " 0.03336186, 0.03614245, 0.0392044 , 0.04254095, 0.04614436,\n", " 0.05000649, 0.05411924, 0.05847475, 0.06306556, 0.06788461,\n", " 0.07292529, 0.0781814 , 0.0836471 , 0.08931693, 0.09518569,\n", " 0.1012485 , 0.10750068, 0.1139378 , 0.12055559, 0.12734998]), 'pivot_energy': 1825.0331201913768}}}\n", "Fixed Sources: 0.273411 +/- 0.004211\n", "Free Sources: 0.272355 +/- 0.003947\n" ] } ], "source": [ "ext_gauss_free = gta.extension('3FGL J0617.2+2234e',width=np.linspace(0.25,0.30,11).tolist(),free_radius=1.0)\n", "print ('Fixed Sources: %f +/- %f'%(ext_gauss['ext'],ext_gauss['ext_err']))\n", "print ('Free Sources: %f +/- %f'%(ext_gauss_free['ext'],ext_gauss_free['ext_err']))" ] } ], "metadata": { "anaconda-cloud": {}, "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": "3.9.23" } }, "nbformat": 4, "nbformat_minor": 4 }