{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Dark Matter Analysis of the Draco dSph Galaxy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial demonstrates how to perform an analysis of the Draco dSph galaxy. This tutorial assumes that you have first gone through the [PG 1553](pg1553.ipynb) analysis tutorial. In this example we will use the following data selection which is chosen to match the selection used in the [6-year LAT Dwarf Analysis](http://arxiv.org/abs/1503.02641).\n", "\n", "* 10x10 degree ROI\n", "* Start Time (MET) = 239557417 seconds\n", "* Stop Time (MET) = 428903014 seconds\n", "* Minimum Energy = 500 MeV\n", "* Maximum Energy = 500000 MeV\n", "* zmax = 100 deg\n", "* P8R2_SOURCE_V6 (evclass=128)\n", "\n", "The P8 dSph paper used a multi-component analysis that used the four PSF event types in a joint likelihood. In this example we will perform a single component analysis using all SOURCE-class events (evtype=3)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Get the Data and Setup the Analysis" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import numpy as np\n", "from fermipy.gtanalysis import GTAnalysis\n", "from fermipy.plotting import ROIPlotter, SEDPlotter\n", "import matplotlib.pyplot as plt\n", "import matplotlib" ] }, { "cell_type": "markdown", "metadata": {}, "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": {}, "outputs": [], "source": [ "if os.path.isfile('../data/draco.tar.gz'):\n", " !tar xzf ../data/draco.tar.gz\n", "else:\n", " !curl -OL --output-dir ./../data/ https://raw.githubusercontent.com/fermiPy/fermipy-extras/master/data/draco.tar.gz\n", " !tar xzf ./../data/draco.tar.gz" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will begin by looking at the contents of the configuration file. The configuration is similar to our PG1553 example except for the addition of a 'draco' component in the ROI model. We also set the ROI coordinates explicitly since the ROI center isn't at the position of a 3FGL source." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "logging : \n", "\n", " verbosity : 3\n", "\n", "data:\n", "\n", " evfile: draco_ft1.fits\n", " scfile: null\n", " ltcube : ltcube_239557414_428903014_z100_r180_gti.fits\n", "\n", "binning:\n", "\n", " # Binning\n", " roiwidth : 10.0\n", " npix : null\n", " binsz : 0.1 # spatial bin size in deg\n", " binsperdec : 8 # nb energy bins per decade\n", " coordsys : 'GAL'\n", "\n", "selection:\n", "\n", " # Data selections\n", " emin : 500\n", " emax : 500000\n", " zmax : 100\n", " evclass : 128\n", " evtype : 3\n", " tmin : 239557414\n", " tmax : 428903014 # 6 years\n", " filter : null\n", "\n", " # Set the ROI center to these coordinates\n", " ra: 260.05167\n", " dec: 57.91528\n", "\n", "gtlike:\n", " # IRFs\n", " edisp : True\n", " irfs : 'P8R2_SOURCE_V6'\n", " edisp_disable : ['isodiff','galdiff']\n", "\n", "# Settings for ROI model\n", "model:\n", "\n", " # Include catalog sources within this distance from the ROI center\n", " src_radius : null\n", "\n", " # Include catalog sources within a box of width roisrc.\n", " src_roiwidth : 15.0\n", "\n", " galdiff : 'gll_iem_v07.fits'\n", " isodiff : 'iso_P8R3_SOURCE_V3_v1.txt'\n", "\n", " # List of catalogs to be used in the model.\n", " catalogs : \n", " - '3FGL'\n", "\n", " sources :\n", " - { name : 'draco', ra : 260.05167, dec : 57.91528, \n", " SpectrumType : 'PowerLaw', Index : 2.0, Prefactor : { 'value' : 0.0, 'scale' : 1e-13 } } \n", "\n", "components: null\n", "\n", "fileio:\n", " outdir : draco" ] } ], "source": [ "!cat draco/config.yaml" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the setup for a joint analysis is identical to the above except for the modification to the components section. The following example shows the components configuration one would use to define a joint analysis with the four PSF event types:\n", "```python\n", "components:\n", " - { selection : { evtype : 4 } }\n", " - { selection : { evtype : 8 } }\n", " - { selection : { evtype : 16 } }\n", " - { selection : { evtype : 32 } }\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To get started we will first instantiate a GTAnalysis instance using the config file in the draco directory and the run the setup() method. This will prepare all 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 would normally be executed to create these files will be skipped." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:22:19 INFO GTAnalysis.__init__(): \n", "--------------------------------------------------------------------------------\n", "fermipy version 1.2.2 \n", "ScienceTools version 2.2.0\n", "2024-06-19 15:22:20 INFO GTAnalysis.setup(): Running setup.\n", "2024-06-19 15:22:20 INFO GTBinnedAnalysis.setup(): Running setup for component 00\n", "2024-06-19 15:22:20 INFO GTBinnedAnalysis._select_data(): Skipping data selection.\n", "2024-06-19 15:22:20 INFO GTBinnedAnalysis.setup(): Using external LT cube.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'Prefactor': 0, 'Index1': 1, 'Scale': 2, 'Cutoff': 3, 'Index2': 4}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:22:20 INFO GTBinnedAnalysis._create_expcube(): Skipping gtexpcube.\n", "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 56874.155007 from DATE-END'. [astropy.wcs.wcs]\n", "2024-06-19 15:22:21 INFO GTBinnedAnalysis._create_srcmaps(): Skipping gtsrcmaps.\n", "2024-06-19 15:22:21 INFO GTBinnedAnalysis.setup(): Finished setup for component 00\n", "2024-06-19 15:22:21 INFO GTBinnedAnalysis._create_binned_analysis(): Creating BinnedAnalysis for component 00.\n", "2024-06-19 15:22:33 INFO GTAnalysis.setup(): Initializing source properties\n", "2024-06-19 15:22:39 INFO GTAnalysis.setup(): Finished setup.\n", "2024-06-19 15:22:39 INFO GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/fit0_00.xml...\n", "2024-06-19 15:22:39 INFO GTAnalysis.write_fits(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/fit0.fits...\n", "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", "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", "2024-06-19 15:22:56 INFO GTAnalysis.write_roi(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/fit0.npy...\n" ] } ], "source": [ "gta = GTAnalysis('draco/config.yaml')\n", "gta.setup()\n", "gta.write_roi('fit0')" ] }, { "cell_type": "markdown", "metadata": {}, "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 assigned as nan." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:22:56 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "draco PointSource PowerLaw 0.000 nan 0.0\n", "3FGL J1725.3+5853 PointSource PowerLaw 1.181 nan 278.2\n", "3FGL J1732.7+5914 PointSource PowerLaw 2.107 nan 123.1\n", "3FGL J1707.8+5626 PointSource PowerLaw 2.231 nan 154.4\n", "3FGL J1729.0+6049 PointSource PowerLaw 3.121 nan 187.7\n", "3FGL J1722.7+6104 PointSource PowerLaw 3.184 nan 203.8\n", "3FGL J1742.2+5947 PointSource PowerLaw 3.416 nan 296.9\n", "3FGL J1656.9+6008 PointSource PowerLaw 3.725 nan 280.4\n", "3FGL J1731.9+5428 PointSource PowerLaw 3.801 nan 206.3\n", "3FGL J1658.3+6149 PointSource PowerLaw 4.772 nan 141.3\n", "3FGL J1740.4+5347 PointSource PowerLaw 5.008 nan 152.2\n", "3FGL J1756.3+5523 PointSource PowerLaw 5.562 nan 133.9\n", "3FGL J1637.9+5719 PointSource PowerLaw 5.679 nan 33.9\n", "3FGL J1740.3+5211 PointSource PowerLaw 6.405 nan 110.1\n", "3FGL J1649.4+5238 PointSource PowerLaw 6.851 nan 184.6\n", "3FGL J1645.9+6336 PointSource PowerLaw 7.051 nan 16.3\n", "3FGL J1815.1+5919 PointSource PowerLaw 7.280 nan 5.3\n", "3FGL J1625.0+5651 PointSource PowerLaw 7.497 nan 2.2\n", "3FGL J1806.8+5346 PointSource PowerLaw 7.733 nan 5.8\n", "3FGL J1810.7+5335 PointSource PowerLaw 8.303 nan 1.1\n", "3FGL J1807.8+6427 PointSource PowerLaw 8.671 nan 1.6\n", "3FGL J1647.4+4950 PointSource PowerLaw 9.393 nan 5.9\n", "isodiff ConstantValue FileFunction ----- nan 11027.5\n", "galdiff MapCubeFunctio PowerLaw ----- nan 19753.2\n", "\n" ] } ], "source": [ "gta.print_roi()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can assess the quality of our pre-fit model by running the residmap method. This will generate four maps" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:22:56 INFO GTAnalysis.residmap(): Generating residual maps\n", "2024-06-19 15:22:56 INFO GTAnalysis.add_source(): Adding source residmap_testsource\n", "2024-06-19 15:22:58 INFO GTAnalysis.delete_source(): Deleting source residmap_testsource\n", "2024-06-19 15:22:58 INFO GTAnalysis.residmap(): Finished residual maps\n", "2024-06-19 15:23:10 WARNING GTAnalysis.residmap(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/draco_prefit_pointsource_powerlaw_2.00_residmap.npy\n", "2024-06-19 15:23:10 INFO GTAnalysis.residmap(): Execution time: 13.54 s\n" ] } ], "source": [ "resid = gta.residmap('draco_prefit',model={'SpatialModel' : 'PointSource', 'Index' : 2.0})" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(14,6))\n", "ROIPlotter(resid['data'],roi=gta.roi).plot(vmin=400,vmax=1000,subplot=121,cmap='magma')\n", "plt.gca().set_title('Data')\n", "ROIPlotter(resid['model'],roi=gta.roi).plot(vmin=400,vmax=1000,subplot=122,cmap='magma')\n", "plt.gca().set_title('Model')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "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=(14,6))\n", "ROIPlotter(resid['sigma'],roi=gta.roi).plot(vmin=-5,vmax=5,levels=[-5,-3,3,5],subplot=121,cmap='RdBu_r')\n", "plt.gca().set_title('Significance')\n", "ROIPlotter(resid['excess'],roi=gta.roi).plot(vmin=-100,vmax=100,subplot=122,cmap='RdBu_r')\n", "plt.gca().set_title('Excess')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we will run the *optimize* method. This method will iteratively optimize the parameters of all components in the ROI in several stages:\n", "* Simultaneously fitting the normalization of the brightest model components containing at least some fraction of the total model counts (default 95%).\n", "* Individually fitting the normalization of all remaining sources if they have Npred above some threshold (default 1).\n", "* Individually fitting the normalization and shape of any component with TS larger than some threshold (default 25).\n", "\n", "Running *optimize* gives us a baseline model that we can use as a starting point for subsequent stages of the analysis. We will also save the results of the analysis with write_roi. By saving the analysis state we can restore the analysis to this point at any time with the *load_roi* method. (**NOTE**: This step is computationally intensive and can take up to 5-10 minutes)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:23:12 INFO GTAnalysis.optimize(): Starting\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Joint fit ['galdiff', 'isodiff', '3FGL J1742.2+5947', '3FGL J1656.9+6008', '3FGL J1725.3+5853']\n", "Fitting shape isodiff TS: 681.461\n", "Fitting shape 3FGL J1649.4+5238 TS: 430.540\n", "Fitting shape galdiff TS: 375.586\n", "Fitting shape 3FGL J1725.3+5853 TS: 275.194\n", "Fitting shape 3FGL J1742.2+5947 TS: 183.520\n", "Fitting shape 3FGL J1756.3+5523 TS: 111.435\n", "Fitting shape 3FGL J1740.4+5347 TS: 83.850\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/pmarinos/miniforge3/envs/fermipy/lib/python3.9/site-packages/scipy/interpolate/_fitpack2.py:313: 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", " warnings.warn(message)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J1656.9+6008 TS: 58.697\n", "Fitting shape 3FGL J1658.3+6149 TS: 46.272\n", "Fitting shape 3FGL J1731.9+5428 TS: 30.116\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:23:20 INFO GTAnalysis.optimize(): Finished\n", "2024-06-19 15:23:20 INFO GTAnalysis.optimize(): LogLike: -60852.744380 Delta-LogLike: 93.667374\n", "2024-06-19 15:23:20 INFO GTAnalysis.optimize(): Execution time: 8.25 s\n", "2024-06-19 15:23:20 INFO GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/fit1_00.xml...\n", "2024-06-19 15:23:20 INFO GTAnalysis.write_fits(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/fit1.fits...\n", "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", "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", "2024-06-19 15:23:38 INFO GTAnalysis.write_roi(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/fit1.npy...\n" ] } ], "source": [ "gta.optimize()\n", "gta.write_roi('fit1')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After running *optimize* we can rerun *print_roi* to see a summary of the updated model. All sources that were fit in this step now have ts values and an Npred value the reflects the optimized normalization of that source. Note that model components that were not fit during the optimize step still have ts=nan." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:23:38 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "draco PointSource PowerLaw 0.000 nan 0.0\n", "3FGL J1725.3+5853 PointSource PowerLaw 1.181 285.61 370.4\n", "3FGL J1732.7+5914 PointSource PowerLaw 2.107 9.57 52.4\n", "3FGL J1707.8+5626 PointSource PowerLaw 2.231 -0.00 0.0\n", "3FGL J1729.0+6049 PointSource PowerLaw 3.121 8.13 74.0\n", "3FGL J1722.7+6104 PointSource PowerLaw 3.184 22.56 128.4\n", "3FGL J1742.2+5947 PointSource PowerLaw 3.416 186.37 293.2\n", "3FGL J1656.9+6008 PointSource PowerLaw 3.725 59.91 181.1\n", "3FGL J1731.9+5428 PointSource PowerLaw 3.801 32.67 178.1\n", "3FGL J1658.3+6149 PointSource PowerLaw 4.772 44.91 127.0\n", "3FGL J1740.4+5347 PointSource PowerLaw 5.008 76.63 148.3\n", "3FGL J1756.3+5523 PointSource PowerLaw 5.562 102.94 118.1\n", "3FGL J1637.9+5719 PointSource PowerLaw 5.679 -0.00 0.0\n", "3FGL J1740.3+5211 PointSource PowerLaw 6.405 14.87 151.3\n", "3FGL J1649.4+5238 PointSource PowerLaw 6.851 430.23 283.9\n", "3FGL J1645.9+6336 PointSource PowerLaw 7.051 1.92 54.2\n", "3FGL J1815.1+5919 PointSource PowerLaw 7.280 3.42 101.8\n", "3FGL J1625.0+5651 PointSource PowerLaw 7.497 -0.00 0.0\n", "3FGL J1806.8+5346 PointSource PowerLaw 7.733 2.02 60.7\n", "3FGL J1810.7+5335 PointSource PowerLaw 8.303 -0.00 0.0\n", "3FGL J1807.8+6427 PointSource PowerLaw 8.671 0.02 5.9\n", "3FGL J1647.4+4950 PointSource PowerLaw 9.393 -0.00 0.0\n", "isodiff ConstantValue FileFunction ----- 14276.56 16996.0\n", "galdiff MapCubeFunctio PowerLaw ----- 9227.47 14402.7\n", "\n" ] } ], "source": [ "gta.print_roi()" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "source": [ "To evaluate the quality of the optimized model we can rerun the residmap method. In the updated residual map that we see that there is no longer a negative residual in the vicinity of J1707." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:23:38 INFO GTAnalysis.residmap(): Generating residual maps\n", "2024-06-19 15:23:38 INFO GTAnalysis.add_source(): Adding source residmap_testsource\n", "2024-06-19 15:23:40 INFO GTAnalysis.delete_source(): Deleting source residmap_testsource\n", "2024-06-19 15:23:40 INFO GTAnalysis.residmap(): Finished residual maps\n", "2024-06-19 15:23:51 WARNING GTAnalysis.residmap(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/draco_postfit_pointsource_powerlaw_2.00_residmap.npy\n", "2024-06-19 15:23:51 INFO GTAnalysis.residmap(): Execution time: 13.37 s\n" ] } ], "source": [ "resid_postfit = gta.residmap('draco_postfit',model={'SpatialModel' : 'PointSource', 'Index' : 2.0})" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "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_postfit['sigma'],roi=gta.roi).plot(vmin=-5,vmax=5,levels=[-5,-3,3,5],subplot=121,cmap='RdBu_r')\n", "plt.gca().set_title('Significance')\n", "ROIPlotter(resid_postfit['excess'],roi=gta.roi).plot(vmin=-100,vmax=100,subplot=122,cmap='RdBu_r')\n", "plt.gca().set_title('Excess')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Another diagnostic for the quality of the ROI model is the TS map. The *tsmap* method can be used to generate a TS map of the ROI with a given test source model. Here we use the same source model we did for the residual map -- a point source with a power-law index of 2. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:23:52 INFO GTAnalysis.tsmap(): Generating TS map\n", "2024-06-19 15:23:53 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2024-06-19 15:24:03 INFO GTAnalysis.tsmap(): Finished TS map\n", "2024-06-19 15:24:17 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/draco_postfit_pointsource_powerlaw_2.00_tsmap.npy\n", "2024-06-19 15:24:17 INFO GTAnalysis.tsmap(): Execution time: 25.14 s\n" ] } ], "source": [ "tsmap_postfit = gta.tsmap('draco_postfit',model={'SpatialModel' : 'PointSource', 'Index' : 2.0})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we see that the excess in the northeast part of the ROI appears more prominent than in the residual map. This excess is detected as a new point source with TS > 25." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "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(tsmap_postfit['sqrt_ts'],roi=gta.roi).plot(levels=[0,3,5,7],vmin=0,vmax=5,subplot=121,cmap='magma')\n", "plt.gca().set_title('Sqrt(TS)')\n", "ROIPlotter(tsmap_postfit['npred'],roi=gta.roi).plot(vmin=0,vmax=100,subplot=122,cmap='magma')\n", "plt.gca().set_title('NPred')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can add this source into the model by running the *find_sources* method. This method will generate a TS map of the region and add a point-source at the location of each peak with TS > 25." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:24:18 INFO GTAnalysis.find_sources(): Starting.\n", "2024-06-19 15:24:18 INFO GTAnalysis.tsmap(): Generating TS map\n", "2024-06-19 15:24:19 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2024-06-19 15:24:29 INFO GTAnalysis.tsmap(): Finished TS map\n", "2024-06-19 15:24:43 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/sourcefind_00_pointsource_powerlaw_2.00_tsmap.npy\n", "2024-06-19 15:24:43 INFO GTAnalysis.tsmap(): Execution time: 24.94 s\n", "2024-06-19 15:24:43 INFO GTAnalysis._build_src_dicts_from_peaks(): Found source\n", "name: PS J1705.4+5435\n", "ts: 46.116322\n", "2024-06-19 15:24:43 INFO GTAnalysis.add_source(): Adding source PS J1705.4+5435\n", "2024-06-19 15:24:45 INFO GTAnalysis.free_source(): Fixing parameters for PS J1705.4+5435 : ['Prefactor']\n", "2024-06-19 15:24:45 INFO GTAnalysis._find_sources_iterate(): Performing spectral fit for PS J1705.4+5435.\n", "2024-06-19 15:24:45 INFO GTAnalysis.free_source(): Freeing parameters for PS J1705.4+5435 : ['Prefactor', 'Index']\n", "2024-06-19 15:24:45 INFO GTAnalysis.fit(): Starting fit.\n", "2024-06-19 15:24:45 INFO GTAnalysis.fit(): Fit returned successfully. Quality: 3 Status: 0\n", "2024-06-19 15:24:45 INFO GTAnalysis.fit(): LogLike: -60829.036 DeltaLogLike: 0.375 \n", "2024-06-19 15:24:45 INFO GTAnalysis._find_sources_iterate(): {'Index': {'error': 0.1633566876292982, 'value': -1.8535601836101934},\n", " 'Prefactor': {'error': 3.922743704919113e-14, 'value': 1.1565640002369953e-13},\n", " 'Scale': {'error': nan, 'value': 1000.0}}\n", "2024-06-19 15:24:45 INFO GTAnalysis.free_source(): Fixing parameters for PS J1705.4+5435 : ['Prefactor', 'Index']\n", "2024-06-19 15:24:45 INFO GTAnalysis.find_sources(): Found 1 sources in iteration 0.\n", "2024-06-19 15:24:45 INFO GTAnalysis.tsmap(): Generating TS map\n", "2024-06-19 15:24:46 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2024-06-19 15:24:56 INFO GTAnalysis.tsmap(): Finished TS map\n", "2024-06-19 15:25:10 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/sourcefind_01_pointsource_powerlaw_2.00_tsmap.npy\n", "2024-06-19 15:25:10 INFO GTAnalysis.tsmap(): Execution time: 25.00 s\n", "2024-06-19 15:25:10 INFO GTAnalysis.find_sources(): Found 0 sources in iteration 1.\n", "2024-06-19 15:25:10 INFO GTAnalysis.find_sources(): Done.\n", "2024-06-19 15:25:10 INFO GTAnalysis.find_sources(): Execution time: 52.14 s\n" ] } ], "source": [ "src = gta.find_sources()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the log we can see that a new source PS J1705.4+5434 was found with TS~50. Rerunning the *tsmap* method we can see that this source is located at the peak of the TS Map that was previously present in the northeast corner of the ROI." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:25:10 INFO GTAnalysis.tsmap(): Generating TS map\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Name : PS J1705.4+5435\n", "Associations : ['PS J1705.4+5435']\n", "RA/DEC : 256.359/ 54.584\n", "GLON/GLAT : 82.440/ 36.995\n", "TS : 47.42\n", "Npred : 68.28\n", "Flux : 2.442e-10 +/- 7.07e-11\n", "EnergyFlux : 1.249e-06 +/- 4.75e-07\n", "SpatialModel : PointSource\n", "SpectrumType : PowerLaw\n", "Spectral Parameters\n", "b'Prefactor' : 1.157e-13 +/- 3.923e-14\n", "b'Index' : -1.854 +/- 0.1634\n", "b'Scale' : 1000 +/- nan\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:25:11 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2024-06-19 15:25:21 INFO GTAnalysis.tsmap(): Finished TS map\n", "2024-06-19 15:25:36 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/draco_newsrcs_pointsource_powerlaw_2.00_tsmap.npy\n", "2024-06-19 15:25:36 INFO GTAnalysis.tsmap(): Execution time: 25.23 s\n" ] } ], "source": [ "print(gta.roi['PS J1705.4+5435'])\n", "tsmap_newsrcs = gta.tsmap('draco_newsrcs',model={'SpatialModel' : 'PointSource', 'Index' : 2.0})" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "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(tsmap_newsrcs['sqrt_ts'],roi=gta.roi).plot(levels=[0,3,5,7],vmin=0,vmax=5,subplot=121,cmap='magma')\n", "plt.gca().set_title('Sqrt(TS)')\n", "ROIPlotter(tsmap_newsrcs['npred'],roi=gta.roi).plot(vmin=0,vmax=100,subplot=122,cmap='magma')\n", "plt.gca().set_title('NPred')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spectral Analysis\n", "\n", "After optimizing the ROI model we are ready to perform our analysis of the source of interest (draco). We will begin by freeing draco along with all other point sources within 3 deg of the ROI center and refitting their normalizations." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:25:37 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J1725.3+5853 : ['Prefactor']\n", "2024-06-19 15:25:37 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J1732.7+5914 : ['Prefactor']\n", "2024-06-19 15:25:37 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J1707.8+5626 : ['Prefactor']\n", "2024-06-19 15:25:37 INFO GTAnalysis.free_source(): Freeing parameters for isodiff : ['Normalization']\n", "2024-06-19 15:25:37 INFO GTAnalysis.free_source(): Freeing parameters for galdiff : ['Prefactor']\n", "2024-06-19 15:25:37 INFO GTAnalysis.free_source(): Freeing parameters for 3FGL J1725.3+5853 : ['Index']\n", "2024-06-19 15:25:37 INFO GTAnalysis.free_source(): Freeing parameters for galdiff : ['Index']\n", "2024-06-19 15:25:37 INFO GTAnalysis.fit(): Starting fit.\n", "2024-06-19 15:25:40 INFO GTAnalysis.fit(): Fit returned successfully. Quality: 3 Status: 0\n", "2024-06-19 15:25:40 INFO GTAnalysis.fit(): LogLike: -60828.889 DeltaLogLike: 0.147 \n" ] } ], "source": [ "gta.free_sources(distance=3.0,pars='norm')\n", "gta.free_sources(distance=3.0,pars='shape',minmax_ts=[100.,None])\n", "fit_results = gta.fit()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After running the fit completes we can execute the spectral analysis of draco with the sed method. For comparison we will also perform the spectral analysis of a nearby source (3FGL J1725.3+5853)." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-06-19 15:25:40 INFO GTAnalysis.sed(): Computing SED for draco\n", "2024-06-19 15:25:41 INFO GTAnalysis._make_sed(): Fitting SED\n", "2024-06-19 15:25:41 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J1725.3+5853 : ['Index']\n", "2024-06-19 15:25:41 INFO GTAnalysis.free_source(): Fixing parameters for galdiff : ['Index']\n", "2024-06-19 15:25:44 INFO GTAnalysis.sed(): Finished SED\n", "2024-06-19 15:25:56 INFO GTAnalysis.sed(): Execution time: 16.40 s\n", "2024-06-19 15:25:56 INFO GTAnalysis.sed(): Computing SED for 3FGL J1725.3+5853\n", "2024-06-19 15:25:57 INFO GTAnalysis._make_sed(): Fitting SED\n", "2024-06-19 15:25:57 INFO GTAnalysis.free_source(): Fixing parameters for 3FGL J1725.3+5853 : ['Index']\n", "2024-06-19 15:25:57 INFO GTAnalysis.free_source(): Fixing parameters for galdiff : ['Index']\n", "2024-06-19 15:26:01 INFO GTAnalysis.sed(): Finished SED\n", "2024-06-19 15:26:12 INFO GTAnalysis.sed(): Execution time: 16.28 s\n", "2024-06-19 15:26:12 INFO GTBinnedAnalysis.write_xml(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/fit_sed_00.xml...\n", "2024-06-19 15:26:12 INFO GTAnalysis.write_fits(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/fit_sed.fits...\n", "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", "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", "2024-06-19 15:26:30 INFO GTAnalysis.write_roi(): Writing /home/pmarinos/Documents/fermipyextra_branches/fermipy-extra/notebooks/draco/fit_sed.npy...\n" ] } ], "source": [ "sed_draco = gta.sed('draco')\n", "sed_j1725 = gta.sed('3FGL J1725.3+5853')\n", "gta.write_roi('fit_sed')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now inspect the fit results by looking at the elements of the output dictionary. By default the sed method will perform a likelihood scan in each energy bin which is saved in the *dloglike_scan* array. In the following example we plot the likelihood profile in the first energy bin and overplot the flux upper limit in that bin (vertical black line). fermiPy uses the delta-log-likelihood method to evaluate ULs and we can see that the 95% CL flux upper limit intersects with the point at which the log-likelihood has decreased by 2.71/2 from its maximum value (horizontal red line)." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[5.89885467e-07 7.40784352e-08 3.50826353e-07 1.65682608e-07\n", " 2.69981304e-07 6.93005018e-08 8.74059194e-08 1.41263273e-07\n", " 1.10740084e-07 1.44185890e-07 1.66109672e-07 5.64183226e-07\n", " 2.78529951e-07 4.42749597e-07 5.03010639e-07 9.68153255e-07\n", " 8.22075165e-07 1.09978045e-06 1.47308769e-06 1.97487217e-06\n", " 2.64097776e-06 3.54582850e-06 4.74794210e-06 6.50502049e-06]\n" ] }, { "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": [ "# E^2 x Differential flux ULs in each bin in units of MeV cm^{-2} s^{-1}\n", "print(sed_draco['e2dnde_ul95'])\n", "\n", "e2dnde_scan = sed_draco['norm_scan']*sed_draco['ref_e2dnde'][:,None]\n", "\n", "plt.clf()\n", "plt.figure()\n", "plt.plot(e2dnde_scan[0],\n", " sed_draco['dloglike_scan'][0]-np.max(sed_draco['dloglike_scan'][0]))\n", "plt.gca().set_ylim(-5,1)\n", "plt.gca().axvline(sed_draco['e2dnde_ul95'][0],color='k')\n", "plt.gca().axhline(-2.71/2.,color='r')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also visualize the results of the scan with the SEDPlotter class. This class accepts a source object as its argument and creates a visualization of the SED as a sequence of points with errors. Setting showlnl=True overplots the likelihood function in each bin as a color gradient (the so-called castro plot)." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "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=(14,4))\n", "ylim=[1E-8,1E-5]\n", "fig.add_subplot(121)\n", "SEDPlotter(sed_draco).plot()\n", "plt.gca().set_ylim(ylim)\n", "fig.add_subplot(122)\n", "SEDPlotter(sed_j1725).plot()\n", "plt.gca().set_ylim(ylim)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "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=(14,4))\n", "fig.add_subplot(121)\n", "SEDPlotter(sed_draco).plot(showlnl=True,ylim=ylim)\n", "plt.gca().set_ylim(ylim)\n", "fig.add_subplot(122)\n", "SEDPlotter(sed_j1725).plot(showlnl=True,ylim=ylim)\n", "plt.gca().set_ylim(ylim)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setting DM Upper Limits\n", "\n", "Now that we have run a spectral analysis we can use the bin-by-bin likelihoods to gamma-ray flux from DM annihilations in Draco. In the following sample code we demonstrate how to calculate the UL on the DM cross section for a given DM spectral model. " ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Sigma-V Upper Limit: 3.09e-26 cm^3/s\n" ] } ], "source": [ "import pyLikelihood\n", "\n", "# Load the sed data structure\n", "data = sed_draco\n", "\n", "# Instantiate a DM Fit Function for a DM particle spectrum given the following parameters\n", "# Mass = 100 GeV\n", "# Cross-Section: 3 x 10^{-26} cm^{3} s^{-1}\n", "# J-Factor: 10^19 GeV^2 cm^{-5}\n", "# Channel: b-bbar\n", "dmf = pyLikelihood.DMFitFunction()\n", "dmf.readFunction(os.path.expandvars('$FERMIPY_ROOT/data/gammamc_dif.dat'))\n", "dmf.setParam('norm',1E19)\n", "dmf.setParam('sigmav',3E-26)\n", "dmf.setParam('mass',100.0)\n", "dmf.setParam('bratio',1.0)\n", "dmf.setParam('channel0',4)\n", "\n", "def integrate_eflux(fn,ebins,nstep=10):\n", " \"\"\"Compute energy flux within a sequence of energy bins.\"\"\"\n", " \n", " loge = np.linspace(ebins[0],ebins[-1],100)\n", " dfde = [fn(pyLikelihood.dArg(10**x)) for x in loge] \n", " dfde = np.array(dfde)\n", " x = ebins\n", " dx = (x[1:] - x[:-1])\n", "\n", " yedge = x[1:,np.newaxis] + np.linspace(0,1,nstep)[np.newaxis,:]*dx[:,np.newaxis] \n", " dy = 10**yedge[:,1:]-10**yedge[:,:-1]\n", " y = 0.5*(yedge[:,1:]+yedge[:,:-1])\n", " eflux = np.interp(np.ravel(y),loge,dfde)\n", " eflux = np.sum(eflux.reshape(y.shape)*10**y*dy,axis=1)\n", "\n", " return eflux\n", "\n", "class SEDLike(object):\n", "\n", " def __init__(self,sed):\n", " self._sed = sed\n", " self._eflux_scan = sed['norm_scan']*sed['ref_eflux'][:,None]\n", "\n", " def __call__(self,eflux):\n", " lnl = np.zeros(eflux.shape)\n", " for i, ectr in enumerate(self._sed['e_ctr']):\n", " v = np.interp(eflux[i],\n", " self._eflux_scan[i],\n", " self._sed['dloglike_scan'][i])\n", " lnl[i] += v\n", " return np.sum(lnl,axis=0)\n", "\n", "ebins = np.log10(np.array(list(data['e_min']) + list([data['e_max'][-1]])))\n", "eflux = integrate_eflux(dmf,ebins)\n", "sigmav = 3.E-26*np.logspace(-3.,1.,101)\n", "eflux = eflux[:,np.newaxis]*np.logspace(-3,1,101)[np.newaxis,:]\n", "\n", "slike = SEDLike(data)\n", "lnl = slike(eflux)\n", "lnl -= np.max(lnl)\n", "\n", "# Plot log-likelihood profile\n", "\n", "plt.clf()\n", "plt.figure()\n", "plt.plot(sigmav,lnl)\n", "plt.gca().set_xscale('log')\n", "plt.gca().axhline(-2.71/2.,color='k')\n", "plt.gca().set_ylim(-4,1)\n", "plt.gca().set_xlabel('Cross Section [cm$^{3}$ s$^{-1}$]')\n", "plt.show()\n", "\n", "sigmav_ul = float(np.interp(2.71/2.,-lnl,sigmav))\n", "\n", "print ('Sigma-V Upper Limit: %.2e cm^3/s' % sigmav_ul)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.9.19" } }, "nbformat": 4, "nbformat_minor": 4 }