{ "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": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: AstropyDeprecationWarning: astropy.extern.six will be removed in 4.0, use the six module directly if it is still needed [astropy.extern.six]\n" ] } ], "source": [ "%matplotlib inline\n", "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": { "scrolled": false }, "outputs": [], "source": [ "if os.path.isfile('../data/draco.tar.gz'):\n", " !tar xzf ../data/draco.tar.gz\n", "else:\n", " !curl -OL https://raw.githubusercontent.com/fermiPy/fermipy-extras/master/data/draco.tar.gz\n", " !tar xzf 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": 3, "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 : 'P8R3_SOURCE_V3'\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 : '$FERMI_DIFFUSE_DIR/gll_iem_v07.fits'\n", " isodiff : '$FERMI_DIFFUSE_DIR/iso_P8R3_SOURCE_V3_v1.txt'\n", "\n", " # List of catalogs to be used in the model.\n", " catalogs : \n", " - '4FGL'\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", "\n" ] } ], "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": 4, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:57:57 INFO GTAnalysis.__init__(): \n", "--------------------------------------------------------------------------------\n", "fermipy version v1.0.1 \n", "ScienceTools version 2.0.18\n", "2021-06-18 15:57:58 INFO GTAnalysis.setup(): Running setup.\n", "2021-06-18 15:57:58 INFO GTBinnedAnalysis.setup(): Running setup for component 00\n", "2021-06-18 15:57:58 INFO GTBinnedAnalysis._select_data(): Skipping data selection.\n", "2021-06-18 15:57:58 INFO GTBinnedAnalysis.setup(): Using external LT cube.\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/irfs.py:51: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " log_ratio = np.log(x[xs1] / x[xs0])\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/irfs.py:52: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " return 0.5 * (y[ys0] * x[xs0] + y[ys1] * x[xs1]) * log_ratio\n", "2021-06-18 15:57:58 INFO GTBinnedAnalysis._create_expcube(): Skipping gtexpcube.\n", "2021-06-18 15:57:58 INFO GTBinnedAnalysis._create_srcmaps(): Skipping gtsrcmaps.\n", "2021-06-18 15:57:58 INFO GTBinnedAnalysis.setup(): Finished setup for component 00\n", "2021-06-18 15:57:58 INFO GTBinnedAnalysis._create_binned_analysis(): Creating BinnedAnalysis for component 00.\n", "2021-06-18 15:58:07 INFO GTAnalysis.setup(): Initializing source properties\n", "2021-06-18 15:58:12 INFO GTAnalysis.setup(): Finished setup.\n", "2021-06-18 15:58:12 INFO GTBinnedAnalysis.write_xml(): Writing /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/fit0_00.xml...\n", "2021-06-18 15:58:12 INFO GTAnalysis.write_fits(): Writing /Users/manuelmeyer/Python/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", "2021-06-18 15:58:22 INFO GTAnalysis.write_roi(): Writing /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/fit0.npy...\n" ] } ], "source": [ "gta = GTAnalysis('draco/config.yaml')\n", "matplotlib.interactive(True)\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": 5, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:58:22 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "draco PointSource PowerLaw 0.000 nan 0.0\n", "4FGL J1725.5+5851 PointSource PowerLaw 1.174 nan 352.2\n", "4FGL J1741.2+5739 PointSource PowerLaw 2.821 nan 103.5\n", "4FGL J1722.6+6104 PointSource PowerLaw 3.173 nan 220.8\n", "4FGL J1742.5+5944 PointSource PowerLaw 3.415 nan 268.3\n", "4FGL J1657.0+6010 PointSource PowerLaw 3.734 nan 189.2\n", "4FGL J1705.4+5436 PointSource PowerLaw 3.894 nan 124.1\n", "4FGL J1733.4+5428 PointSource PowerLaw 3.899 nan 98.9\n", "4FGL J1658.4+6150 PointSource PowerLaw 4.782 nan 101.4\n", "4FGL J1740.6+5346 PointSource PowerLaw 5.037 nan 136.6\n", "4FGL J1647.0+6040 PointSource PowerLaw 5.044 nan 67.8\n", "4FGL J1756.3+5522 PointSource PowerLaw 5.568 nan 119.7\n", "4FGL J1638.1+5721 PointSource PowerLaw 5.656 nan 32.5\n", "4FGL J1647.1+6149 PointSource PowerLaw 5.695 nan 55.8\n", "4FGL J1632.4+5800 PointSource PowerLaw 6.327 nan 1.6\n", "4FGL J1740.5+5211 PointSource PowerLaw 6.417 nan 110.1\n", "4FGL J1649.4+5235 PointSource PowerLaw 6.888 nan 256.6\n", "4FGL J1645.6+6329 PointSource PowerLaw 6.990 nan 17.8\n", "4FGL J1815.1+5917 PointSource LogParabola 7.280 nan 4.9\n", "4FGL J1623.6+5743 PointSource PowerLaw 7.515 nan 1.2\n", "4FGL J1806.3+5345 PointSource PowerLaw 7.680 nan 4.7\n", "4FGL J1626.5+6257 PointSource PowerLaw 8.292 nan 1.4\n", "4FGL J1810.7+5335 PointSource PowerLaw 8.297 nan 1.9\n", "4FGL J1807.2+6429 PointSource PowerLaw 8.657 nan 1.3\n", "4FGL J1647.5+4950 PointSource PowerLaw 9.390 nan 4.4\n", "isodiff ConstantValue FileFunction ----- nan 10541.7\n", "galdiff MapCubeFunctio PowerLaw ----- nan 16069.6\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": 6, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:58:22 INFO GTAnalysis.residmap(): Generating residual maps\n", "2021-06-18 15:58:22 INFO GTAnalysis.add_source(): Adding source residmap_testsource\n", "2021-06-18 15:58:24 INFO GTAnalysis.delete_source(): Deleting source residmap_testsource\n", "2021-06-18 15:58:24 INFO GTAnalysis.residmap(): Finished residual maps\n", "2021-06-18 15:58:30 WARNING GTAnalysis.residmap(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/draco_prefit_pointsource_powerlaw_2.00_residmap.npy\n", "2021-06-18 15:58:30 INFO GTAnalysis.residmap(): Execution time: 7.59 s\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/plotting.py:146: MatplotlibDeprecationWarning: Passing raw data via parameters data and lut to register_cmap() is deprecated since 3.3 and will become an error two minor releases later. Instead use: register_cmap(cmap=LinearSegmentedColormap(name, data, lut))\n", " plt.register_cmap(name='ds9_b', data=ds9_b)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/plotting.py:301: MatplotlibDeprecationWarning: You are modifying the state of a globally registered colormap. In future versions, you will not be able to modify a registered colormap in-place. To remove this warning, you can make a copy of the colormap first. cmap = copy.copy(mpl.cm.get_cmap(\"magma\"))\n", " colormap.set_under(colormap(0))\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:202: MatplotlibDeprecationWarning: Passing parameters norm and vmin/vmax simultaneously is deprecated since 3.3 and will become an error two minor releases later. Please pass vmin/vmax directly to the norm when creating it.\n", " return super().imshow(X, *args, origin=origin, **kwargs)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/plotting.py:301: MatplotlibDeprecationWarning: You are modifying the state of a globally registered colormap. In future versions, you will not be able to modify a registered colormap in-place. To remove this warning, you can make a copy of the colormap first. cmap = copy.copy(mpl.cm.get_cmap(\"RdBu_r\"))\n", " colormap.set_under(colormap(0))\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Excess')" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "resid = gta.residmap('draco_prefit',model={'SpatialModel' : 'PointSource', 'Index' : 2.0})\n", "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", "\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')" ] }, { "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": 7, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:58:33 INFO GTAnalysis.optimize(): Starting\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Joint fit ['galdiff', 'isodiff', '4FGL J1725.5+5851', '4FGL J1742.5+5944', '4FGL J1649.4+5235']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/scipy/interpolate/fitpack2.py:253: 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 galdiff TS: 585.797\n", "Fitting shape isodiff TS: 544.666\n", "Fitting shape 4FGL J1649.4+5235 TS: 413.410\n", "Fitting shape 4FGL J1725.5+5851 TS: 310.493\n", "Fitting shape 4FGL J1742.5+5944 TS: 190.030\n", "Fitting shape 4FGL J1756.3+5522 TS: 103.030\n", "Fitting shape 4FGL J1740.6+5346 TS: 77.101\n", "Fitting shape 4FGL J1657.0+6010 TS: 67.301\n", "Fitting shape 4FGL J1705.4+5436 TS: 52.557\n", "Fitting shape 4FGL J1722.6+6104 TS: 49.037\n", "Fitting shape 4FGL J1658.4+6150 TS: 43.143\n", "Fitting shape 4FGL J1733.4+5428 TS: 25.890\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:58:39 INFO GTAnalysis.optimize(): Finished\n", "2021-06-18 15:58:39 INFO GTAnalysis.optimize(): LogLike: nan Delta-LogLike: nan\n", "2021-06-18 15:58:39 INFO GTAnalysis.optimize(): Execution time: 6.45 s\n", "2021-06-18 15:58:39 INFO GTBinnedAnalysis.write_xml(): Writing /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/fit1_00.xml...\n", "2021-06-18 15:58:39 INFO GTAnalysis.write_fits(): Writing /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/fit1.fits...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 4FGL J1647.1+6149 TS: 25.573\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", "2021-06-18 15:58:49 INFO GTAnalysis.write_roi(): Writing /Users/manuelmeyer/Python/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": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:58:49 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "draco PointSource PowerLaw 0.000 nan 0.0\n", "4FGL J1725.5+5851 PointSource PowerLaw 1.174 313.90 387.3\n", "4FGL J1741.2+5739 PointSource PowerLaw 2.821 16.34 80.3\n", "4FGL J1722.6+6104 PointSource PowerLaw 3.173 51.56 211.4\n", "4FGL J1742.5+5944 PointSource PowerLaw 3.415 189.03 284.4\n", "4FGL J1657.0+6010 PointSource PowerLaw 3.734 69.52 196.3\n", "4FGL J1705.4+5436 PointSource PowerLaw 3.894 52.66 81.2\n", "4FGL J1733.4+5428 PointSource PowerLaw 3.899 27.34 154.6\n", "4FGL J1658.4+6150 PointSource PowerLaw 4.782 44.35 129.8\n", "4FGL J1740.6+5346 PointSource PowerLaw 5.037 74.47 141.1\n", "4FGL J1647.0+6040 PointSource PowerLaw 5.044 4.78 31.6\n", "4FGL J1756.3+5522 PointSource PowerLaw 5.568 99.93 113.2\n", "4FGL J1638.1+5721 PointSource PowerLaw 5.656 -0.00 0.0\n", "4FGL J1647.1+6149 PointSource PowerLaw 5.695 26.53 81.3\n", "4FGL J1632.4+5800 PointSource PowerLaw 6.327 -0.00 0.0\n", "4FGL J1740.5+5211 PointSource PowerLaw 6.417 6.80 101.6\n", "4FGL J1649.4+5235 PointSource PowerLaw 6.888 414.99 273.3\n", "4FGL J1645.6+6329 PointSource PowerLaw 6.990 0.00 2.1\n", "4FGL J1815.1+5917 PointSource LogParabola 7.280 1.00 53.7\n", "4FGL J1623.6+5743 PointSource PowerLaw 7.515 -0.00 0.0\n", "4FGL J1806.3+5345 PointSource PowerLaw 7.680 0.53 30.3\n", "4FGL J1626.5+6257 PointSource PowerLaw 8.292 -0.00 0.0\n", "4FGL J1810.7+5335 PointSource PowerLaw 8.297 -0.00 0.0\n", "4FGL J1807.2+6429 PointSource PowerLaw 8.657 0.01 3.8\n", "4FGL J1647.5+4950 PointSource PowerLaw 9.390 -0.00 0.3\n", "isodiff ConstantValue FileFunction ----- 10037.09 14832.3\n", "galdiff MapCubeFunctio PowerLaw ----- 13181.25 16586.4\n", "\n" ] } ], "source": [ "gta.print_roi()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:58:49 INFO GTAnalysis.print_params(): \n", " idx parname value error min max scale free\n", "--------------------------------------------------------------------------------\n", "draco\n", " 73 Prefactor 0 0 0 1e+03 1e-13 *\n", " 74 Index 2 0 0 5 -1 \n", " 75 Scale 1 0 0.001 1e+03 1e+03 \n", "\n" ] } ], "source": [ "gta.print_params()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To evaluate the quality of the optimized model we can rerun the residmap method. In the updated residual map the positive residuals from before are strongly reduced." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:58:49 INFO GTAnalysis.residmap(): Generating residual maps\n", "2021-06-18 15:58:49 INFO GTAnalysis.add_source(): Adding source residmap_testsource\n", "2021-06-18 15:58:50 INFO GTAnalysis.delete_source(): Deleting source residmap_testsource\n", "2021-06-18 15:58:51 INFO GTAnalysis.residmap(): Finished residual maps\n", "2021-06-18 15:58:57 WARNING GTAnalysis.residmap(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/draco_postfit_pointsource_powerlaw_2.00_residmap.npy\n", "2021-06-18 15:58:57 INFO GTAnalysis.residmap(): Execution time: 7.67 s\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/plotting.py:146: MatplotlibDeprecationWarning: Passing raw data via parameters data and lut to register_cmap() is deprecated since 3.3 and will become an error two minor releases later. Instead use: register_cmap(cmap=LinearSegmentedColormap(name, data, lut))\n", " plt.register_cmap(name='ds9_b', data=ds9_b)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/plotting.py:301: MatplotlibDeprecationWarning: You are modifying the state of a globally registered colormap. In future versions, you will not be able to modify a registered colormap in-place. To remove this warning, you can make a copy of the colormap first. cmap = copy.copy(mpl.cm.get_cmap(\"RdBu_r\"))\n", " colormap.set_under(colormap(0))\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:202: MatplotlibDeprecationWarning: Passing parameters norm and vmin/vmax simultaneously is deprecated since 3.3 and will become an error two minor releases later. Please pass vmin/vmax directly to the norm when creating it.\n", " return super().imshow(X, *args, origin=origin, **kwargs)\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Excess')" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "resid = gta.residmap('draco_postfit',model={'SpatialModel' : 'PointSource', 'Index' : 2.0})\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')" ] }, { "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": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:58:58 INFO GTAnalysis.tsmap(): Generating TS map\n", "2021-06-18 15:58:58 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2021-06-18 15:59:08 INFO GTAnalysis.tsmap(): Finished TS map\n", "2021-06-18 15:59:16 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/draco_postfit_pointsource_powerlaw_2.00_tsmap.npy\n", "2021-06-18 15:59:16 INFO GTAnalysis.tsmap(): Execution time: 17.81 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 same excess in the south west part of the ROI that was also visible in the residual map. This excess is detected as a new point source with TS close to 25:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "21.66518724742127" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tsmap_postfit['sqrt_ts'].data.max()**2." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/plotting.py:146: MatplotlibDeprecationWarning: Passing raw data via parameters data and lut to register_cmap() is deprecated since 3.3 and will become an error two minor releases later. Instead use: register_cmap(cmap=LinearSegmentedColormap(name, data, lut))\n", " plt.register_cmap(name='ds9_b', data=ds9_b)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/plotting.py:301: MatplotlibDeprecationWarning: You are modifying the state of a globally registered colormap. In future versions, you will not be able to modify a registered colormap in-place. To remove this warning, you can make a copy of the colormap first. cmap = copy.copy(mpl.cm.get_cmap(\"magma\"))\n", " colormap.set_under(colormap(0))\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:202: MatplotlibDeprecationWarning: Passing parameters norm and vmin/vmax simultaneously is deprecated since 3.3 and will become an error two minor releases later. Please pass vmin/vmax directly to the norm when creating it.\n", " return super().imshow(X, *args, origin=origin, **kwargs)\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'NPred')" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "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')" ] }, { "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 > 16." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:59:18 INFO GTAnalysis.find_sources(): Starting.\n", "2021-06-18 15:59:18 INFO GTAnalysis.tsmap(): Generating TS map\n", "2021-06-18 15:59:18 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2021-06-18 15:59:27 INFO GTAnalysis.tsmap(): Finished TS map\n", "2021-06-18 15:59:34 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/sourcefind_00_pointsource_powerlaw_2.00_tsmap.npy\n", "2021-06-18 15:59:34 INFO GTAnalysis.tsmap(): Execution time: 16.64 s\n", "2021-06-18 15:59:34 INFO GTAnalysis._build_src_dicts_from_peaks(): Found source\n", "name: PS J1726.8+5954\n", "ts: 21.665187\n", "2021-06-18 15:59:34 INFO GTAnalysis.add_source(): Adding source PS J1726.8+5954\n", "2021-06-18 15:59:36 INFO GTAnalysis.free_source(): Fixing parameters for PS J1726.8+5954 : ['Prefactor']\n", "2021-06-18 15:59:36 INFO GTAnalysis._find_sources_iterate(): Performing spectral fit for PS J1726.8+5954.\n", "2021-06-18 15:59:36 INFO GTAnalysis.free_source(): Freeing parameters for PS J1726.8+5954 : ['Prefactor', 'Index']\n", "2021-06-18 15:59:36 INFO GTAnalysis.fit(): Starting fit.\n", "2021-06-18 15:59:36 INFO GTAnalysis.fit(): Fit returned successfully. Quality: 3 Status: 0\n", "2021-06-18 15:59:36 INFO GTAnalysis.fit(): LogLike: -60755.226 DeltaLogLike: nan \n", "2021-06-18 15:59:36 INFO GTAnalysis._find_sources_iterate(): {'Index': {'error': 0.2631627116784879, 'value': -2.008301461402123},\n", " 'Prefactor': {'error': 5.3406068480684565e-14, 'value': 9.841199185890776e-14},\n", " 'Scale': {'error': nan, 'value': 1000.0}}\n", "2021-06-18 15:59:36 INFO GTAnalysis.free_source(): Fixing parameters for PS J1726.8+5954 : ['Prefactor', 'Index']\n", "2021-06-18 15:59:36 INFO GTAnalysis.find_sources(): Found 1 sources in iteration 0.\n", "2021-06-18 15:59:36 INFO GTAnalysis.tsmap(): Generating TS map\n", "2021-06-18 15:59:37 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2021-06-18 15:59:47 INFO GTAnalysis.tsmap(): Finished TS map\n", "2021-06-18 15:59:55 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/sourcefind_01_pointsource_powerlaw_2.00_tsmap.npy\n", "2021-06-18 15:59:55 INFO GTAnalysis.tsmap(): Execution time: 18.55 s\n", "2021-06-18 15:59:55 INFO GTAnalysis.find_sources(): Found 0 sources in iteration 1.\n", "2021-06-18 15:59:55 INFO GTAnalysis.find_sources(): Done.\n", "2021-06-18 15:59:55 INFO GTAnalysis.find_sources(): Execution time: 37.15 s\n" ] } ], "source": [ "src = gta.find_sources(sqrt_ts_threshold=4.0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the log we can see that a new source PS J1726.8+5954 was found. 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. Some residual emission is still present, though." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:59:55 INFO GTAnalysis.tsmap(): Generating TS map\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Name : PS J1726.8+5954\n", "Associations : ['PS J1726.8+5954']\n", "RA/DEC : 261.718/ 59.905\n", "GLON/GLAT : 88.707/ 33.743\n", "TS : 21.63\n", "Npred : 58.27\n", "Flux : 1.962e-10 +/- 9.51e-11\n", "EnergyFlux : 6.645e-07 +/- 2.96e-07\n", "SpatialModel : PointSource\n", "SpectrumType : PowerLaw\n", "Spectral Parameters\n", "b'Prefactor' : 9.841e-14 +/- 5.341e-14\n", "b'Index' : -2.008 +/- 0.2632\n", "b'Scale' : 1000 +/- nan\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 15:59:56 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n", "2021-06-18 16:00:05 INFO GTAnalysis.tsmap(): Finished TS map\n", "2021-06-18 16:00:13 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/draco_newsrcs_pointsource_powerlaw_2.00_tsmap.npy\n", "2021-06-18 16:00:13 INFO GTAnalysis.tsmap(): Execution time: 18.01 s\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/plotting.py:146: MatplotlibDeprecationWarning: Passing raw data via parameters data and lut to register_cmap() is deprecated since 3.3 and will become an error two minor releases later. Instead use: register_cmap(cmap=LinearSegmentedColormap(name, data, lut))\n", " plt.register_cmap(name='ds9_b', data=ds9_b)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/plotting.py:301: MatplotlibDeprecationWarning: You are modifying the state of a globally registered colormap. In future versions, you will not be able to modify a registered colormap in-place. To remove this warning, you can make a copy of the colormap first. cmap = copy.copy(mpl.cm.get_cmap(\"magma\"))\n", " colormap.set_under(colormap(0))\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:202: MatplotlibDeprecationWarning: Passing parameters norm and vmin/vmax simultaneously is deprecated since 3.3 and will become an error two minor releases later. Please pass vmin/vmax directly to the norm when creating it.\n", " return super().imshow(X, *args, origin=origin, **kwargs)\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'NPred')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n", "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/astropy/visualization/wcsaxes/core.py:458: MatplotlibDeprecationWarning: \n", "The 'inframe' parameter of draw() was deprecated in Matplotlib 3.3 and will be removed two minor releases later. Use Axes.redraw_in_frame() instead. If any parameter follows 'inframe', they should be passed as keyword, not positionally.\n", " super().draw(renderer, inframe=inframe)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "print(gta.roi['PS J1726.8+5954'])\n", "tsmap_newsrcs = gta.tsmap('draco_newsrcs',model={'SpatialModel' : 'PointSource', 'Index' : 2.0})\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')" ] }, { "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": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 16:00:15 INFO GTAnalysis.free_source(): Freeing parameters for 4FGL J1725.5+5851 : ['Prefactor']\n", "2021-06-18 16:00:15 INFO GTAnalysis.free_source(): Freeing parameters for PS J1726.8+5954 : ['Prefactor']\n", "2021-06-18 16:00:15 INFO GTAnalysis.free_source(): Freeing parameters for 4FGL J1741.2+5739 : ['Prefactor']\n", "2021-06-18 16:00:15 INFO GTAnalysis.free_source(): Freeing parameters for isodiff : ['Normalization']\n", "2021-06-18 16:00:15 INFO GTAnalysis.free_source(): Freeing parameters for galdiff : ['Prefactor']\n", "2021-06-18 16:00:15 INFO GTAnalysis.free_source(): Freeing parameters for 4FGL J1725.5+5851 : ['Index']\n", "2021-06-18 16:00:15 INFO GTAnalysis.free_source(): Freeing parameters for galdiff : ['Index']\n", "2021-06-18 16:00:15 INFO GTAnalysis.fit(): Starting fit.\n", "2021-06-18 16:00:16 INFO GTAnalysis.fit(): Fit returned successfully. Quality: 3 Status: 0\n", "2021-06-18 16:00:16 INFO GTAnalysis.fit(): LogLike: -60754.928 DeltaLogLike: 0.297 \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": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 16:00:16 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "draco PointSource PowerLaw 0.000 -0.00 0.0\n", "4FGL J1725.5+5851 PointSource PowerLaw 1.174 304.12 379.3\n", "PS J1726.8+5954 PointSource PowerLaw 2.168 21.97 59.7\n", "4FGL J1741.2+5739 PointSource PowerLaw 2.821 15.97 80.8\n", "4FGL J1722.6+6104 PointSource PowerLaw 3.173 51.56 211.4\n", "4FGL J1742.5+5944 PointSource PowerLaw 3.415 189.03 284.4\n", "4FGL J1657.0+6010 PointSource PowerLaw 3.734 69.52 196.3\n", "4FGL J1705.4+5436 PointSource PowerLaw 3.894 52.66 81.2\n", "4FGL J1733.4+5428 PointSource PowerLaw 3.899 27.34 154.6\n", "4FGL J1658.4+6150 PointSource PowerLaw 4.782 44.35 129.8\n", "4FGL J1740.6+5346 PointSource PowerLaw 5.037 74.47 141.1\n", "4FGL J1647.0+6040 PointSource PowerLaw 5.044 4.78 31.6\n", "4FGL J1756.3+5522 PointSource PowerLaw 5.568 99.93 113.2\n", "4FGL J1638.1+5721 PointSource PowerLaw 5.656 -0.00 0.0\n", "4FGL J1647.1+6149 PointSource PowerLaw 5.695 26.53 81.3\n", "4FGL J1632.4+5800 PointSource PowerLaw 6.327 -0.00 0.0\n", "4FGL J1740.5+5211 PointSource PowerLaw 6.417 6.80 101.6\n", "4FGL J1649.4+5235 PointSource PowerLaw 6.888 414.99 273.3\n", "4FGL J1645.6+6329 PointSource PowerLaw 6.990 0.00 2.1\n", "4FGL J1815.1+5917 PointSource LogParabola 7.280 1.00 53.7\n", "4FGL J1623.6+5743 PointSource PowerLaw 7.515 -0.00 0.0\n", "4FGL J1806.3+5345 PointSource PowerLaw 7.680 0.53 30.3\n", "4FGL J1626.5+6257 PointSource PowerLaw 8.292 -0.00 0.0\n", "4FGL J1810.7+5335 PointSource PowerLaw 8.297 -0.00 0.0\n", "4FGL J1807.2+6429 PointSource PowerLaw 8.657 0.01 3.8\n", "4FGL J1647.5+4950 PointSource PowerLaw 9.390 -0.00 0.3\n", "isodiff ConstantValue FileFunction ----- 399.13 14913.9\n", "galdiff MapCubeFunctio PowerLaw ----- 452.96 16385.0\n", "\n" ] } ], "source": [ "gta.print_roi()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After running the fit completes we can execute the spectral analysis of draco with the sed method." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2021-06-18 16:00:16 INFO GTAnalysis.sed(): Computing SED for draco\n", "2021-06-18 16:00:17 INFO GTAnalysis._make_sed(): Fitting SED\n", "2021-06-18 16:00:17 INFO GTAnalysis.free_source(): Fixing parameters for 4FGL J1725.5+5851 : ['Index']\n", "2021-06-18 16:00:17 INFO GTAnalysis.free_source(): Fixing parameters for galdiff : ['Index']\n", "2021-06-18 16:00:22 INFO GTAnalysis.sed(): Finished SED\n", "2021-06-18 16:00:29 INFO GTAnalysis.sed(): Execution time: 12.10 s\n", "2021-06-18 16:00:29 INFO GTBinnedAnalysis.write_xml(): Writing /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/fit_sed_00.xml...\n", "2021-06-18 16:00:29 INFO GTAnalysis.write_fits(): Writing /Users/manuelmeyer/Python/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", "2021-06-18 16:00:39 INFO GTAnalysis.write_roi(): Writing /Users/manuelmeyer/Python/fermipy-extra/notebooks/draco/fit_sed.npy...\n" ] } ], "source": [ "sed_draco = gta.sed('draco')\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": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2.40285095e-25 7.40765731e-26 3.41231872e-25 2.19682560e-25\n", " 3.74476648e-25 6.95933941e-26 1.03795947e-25 1.50025889e-25\n", " 1.15250358e-25 1.40418183e-25 1.51014898e-25 1.39455554e-24\n", " 1.84020521e-25 2.04472491e-25 2.07466174e-25 2.25251861e-25\n", " 2.19321609e-25 2.24051095e-25 2.27586992e-25 2.30241745e-25\n", " 2.32198521e-25 2.33659895e-25 2.34711785e-25 2.35533187e-25]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "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.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')" ] }, { "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": 20, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/manuelmeyer/anaconda3/envs/fermipy-1.0.1-test/lib/python3.7/site-packages/fermipy/plotting.py:719: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3. Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading']. This will become an error two minor releases later.\n", " linewidth=0)\n" ] }, { "data": { "text/plain": [ "(1e-08, 1e-05)" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(6,4))\n", "ylim=[1E-8,1E-5]\n", "fig.add_subplot(111)\n", "SEDPlotter(sed_draco).plot()\n", "plt.gca().set_ylim(ylim)\n", "\n", "fig = plt.figure(figsize=(6,4))\n", "\n", "fig.add_subplot(111)\n", "SEDPlotter(sed_draco).plot(showlnl=True,ylim=ylim)\n", "plt.gca().set_ylim(ylim)\n" ] }, { "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": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sigma-V Upper Limit: nan\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "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('$FERMIPY_ROOT/data/gammamc_dif.dat'))\n", "dmf.setParam('norm',1E19)\n", "dmf.setParam('sigmav',3E-26)\n", "dmf.setParam('mass',100.0)\n", "dmf.setParam('bratio',1.0)\n", "dmf.setParam('channel0',4)\n", "\n", "def integrate_eflux(fn,ebins,nstep=10):\n", " \"\"\"Compute energy flux within a sequence of energy bins.\"\"\"\n", " \n", " loge = np.linspace(ebins[0],ebins[-1],100)\n", " dfde = [fn(pyLikelihood.dArg(10**x)) for x in loge] \n", " dfde = np.array(dfde)\n", " x = ebins\n", " dx = (x[1:] - x[:-1])\n", "\n", " yedge = x[1:,np.newaxis] + np.linspace(0,1,nstep)[np.newaxis,:]*dx[:,np.newaxis] \n", " dy = 10**yedge[:,1:]-10**yedge[:,:-1]\n", " y = 0.5*(yedge[:,1:]+yedge[:,:-1])\n", " eflux = np.interp(np.ravel(y),loge,dfde)\n", " eflux = np.sum(eflux.reshape(y.shape)*10**y*dy,axis=1)\n", "\n", " return eflux\n", "\n", "class SEDLike(object):\n", "\n", " def __init__(self,sed):\n", " self._sed = sed\n", " self._eflux_scan = sed['norm_scan']*sed['ref_eflux'][:,None]\n", "\n", " def __call__(self,eflux):\n", " lnl = np.zeros(eflux.shape)\n", " for i, ectr in enumerate(self._sed['e_ctr']):\n", " v = np.interp(eflux[i],\n", " self._eflux_scan[i],\n", " self._sed['dloglike_scan'][i])\n", " lnl[i] += v\n", " return np.sum(lnl,axis=0)\n", "\n", "ebins = np.log10(np.array(list(data['e_min']) + list([data['e_max'][-1]])))\n", "eflux = integrate_eflux(dmf,ebins)\n", "sigmav = 3.E-26*np.logspace(-3.,1.,101)\n", "eflux = eflux[:,np.newaxis]*np.logspace(-3,1,101)[np.newaxis,:]\n", "\n", "slike = SEDLike(data)\n", "lnl = slike(eflux)\n", "lnl -= np.max(lnl)\n", "\n", "# Plot log-likelihood profile\n", "\n", "plt.figure()\n", "plt.plot(sigmav,lnl)\n", "plt.gca().set_xscale('log')\n", "plt.gca().axhline(-2.71/2.,color='k')\n", "plt.gca().set_ylim(-4,1)\n", "plt.gca().set_xlabel('Cross Section [cm$^{3}$ s$^{-1}$]')\n", "\n", "sigmav_ul = float(np.interp(2.71/2.,-lnl,sigmav))\n", "\n", "print ('Sigma-V Upper Limit: ', sigmav_ul)" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [conda env:fermipy-1.0.1-test]", "language": "python", "name": "conda-env-fermipy-1.0.1-test-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.10" } }, "nbformat": 4, "nbformat_minor": 2 }