diff --git a/doc/pages/example_notebooks/galactic_backtracking/galactic_backtracking.v4.ipynb b/doc/pages/example_notebooks/galactic_backtracking/galactic_backtracking.v4.ipynb index 06597ded5..6157c53d8 100644 --- a/doc/pages/example_notebooks/galactic_backtracking/galactic_backtracking.v4.ipynb +++ b/doc/pages/example_notebooks/galactic_backtracking/galactic_backtracking.v4.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -22,7 +22,10 @@ "ModuleList\n", " Propagation in magnetic fields using the Cash-Karp method. Target error: 0.0001, Minimum Step: 0.0001 kpc, Maximum Step: 0.1 kpc\n", " Observer\n", - " ObserverLargeSphere: center = 0 0 0 Mpc, radius = 0.02 Mpc\n", + " ObserverSurface: << Sphere: \n", + " Center: 0 0 0\n", + " Radius: 6.17136e+20\n", + "\n", " Flag: '' -> ''\n", " MakeInactive: yes\n", "\n", @@ -43,7 +46,7 @@ "sim = ModuleList()\n", "sim.add(PropagationCK(B, 1e-4, 0.1 * parsec, 100 * parsec))\n", "obs = Observer()\n", - "obs.add(ObserverLargeSphere(Vector3d(0), 20 * kpc))\n", + "obs.add(ObserverSurface( Sphere(Vector3d(0), 20 * kpc) ))\n", "# obs.onDetection(TextOutput('galactic_backtracking.txt', Output.Event3D))\n", "sim.add(obs)\n", "print(sim)" @@ -63,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -105,9 +108,8 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": { - "collapsed": true, "jupyter": { "outputs_hidden": true } @@ -149,19 +151,21 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": { "scrolled": true }, "outputs": [ { "data": { - "image/png": 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5cyd69uyJG28UdshxSikKCwuRkJCA/fv32/ft2+e6cOGCMjg4OMVkMu1wu93xAI6wjnRM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\nuRYWPPzww6LL9W1oaBAsPSjjuixdupS1BYeTlpaGvLw81jZkZGR6SF5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wB4AfiWiN63i0mOuz04ODipqKjIv0+fPvbYpdPYtm0bli5dCk9PT9ZWeoXFYnHa8oXOoq6uDt7e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\nIsLixYuh1+sxc+ZM/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YDAwEA8/fTTQstw47vvvkNFRYXQMq5LamqqaHt6XS4XlixZwq91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\n/EqSJKkZhl9JkiQ14w9y5/zOmzTCGQAAAABJRU5ErkJggg==\n", 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\n", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -193,91 +197,114 @@ "source": [ "## Backtracking to Generate a Lens\n", "\n", - "The following is an example for a backtracking simulation with a uniform isotropic coverage suitable to generate a magnetic lens. Here, anti-particle are emitted following the healpic scheme to achieve an uniform coverage of the starting direction. Please note that for production use, nside = 1024 should be used and as well a fine binning of rigidities extendig down to ~0.1 EeV is required, e.g. $10^{16.99}$ eV; $10^{17.01}$ eV; $10^{17.03}$ eV ... ;. The backtracking data can be post processed with the [create-lens.py](https://github.com/CRPropa/CRPropa3-data/blob/master/create_lens.py) program." + "The following is an example for a backtracking simulation with a uniform isotropic coverage suitable to generate a magnetic lens. Here, anti-particles are emitted following the healpic scheme to achieve an uniform coverage of the starting direction. Please note that for production use, nside = 1024 should be used and as well a fine binning of rigidities extendig down to ~0.1 EeV is required, e.g. $10^{16.99}$ eV; $10^{17.01}$ eV; $10^{17.03}$ eV ... ;. The backtracking data can be post processed with the [create-lens.py](https://github.com/CRPropa/CRPropa3-data/blob/master/create_lens.py) program." ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 17, "metadata": { - "collapsed": true, "jupyter": { "outputs_hidden": true - } + }, + "scrolled": false }, - "outputs": [ - { - "ename": "ImportError", - "evalue": "No module named crpropa", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mcrpropa\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mhealpy\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0margparse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mImportError\u001b[0m: No module named crpropa" - ] - } - ], + "outputs": [], "source": [ "from crpropa import *\n", "import healpy\n", - "import argparse\n", - "\n", - "\n", - "if __name__ == \"__main__\":\n", - " parser = argparse.ArgumentParser()\n", - " parser.add_argument('energy', type=float, help='log10(Energy / eV), i.e. 18 for 1 EeV ... ')\n", - " parser.add_argument('--nside', type=int, help='Number of particles for sim (1024 for production)', default=16)\n", - "\n", - " args = parser.parse_args()\n", "\n", + "def backtrackingRun(logR=18., nside=16):\n", + " \"\"\"Galactic Lens: Backtracking run\n", + " \n", + " Runs the backtracking simulation for a given rigidity and\n", + " healpy pixel configuration. Creates a file with detected \n", + " candidate properties at r_gal=20*kpc.\n", + " \n", + " Input\n", + " -----\n", + " logE=18. : float\n", + " log10(R/V), rigidity of the backtracked particles\n", + " \n", + " nside=16 : int\n", + " healpix parameter, should be increased to ~1024 for production\n", + " of real lenses\n", + " \n", + " Returns\n", + " -------\n", + " \"\"\"\n", + " \n", " # magnetic field setup\n", " B = JF12Field()\n", " seed = 1703202123\n", " B.randomStriated(seed)\n", - "\n", + " \n", " print('Preparing turbulent grid')\n", " lMin = 8 * parsec\n", " lMax = 272 * parsec\n", " turbulentGrid = Grid3f(Vector3d(0.), 256, 4 * parsec)\n", - " crpropa.initTurbulence(turbulentGrid, 1, lMin, lMax, -11./3, seed) #Brms scales automatically\n", + " initTurbulence(turbulentGrid, 1, lMin, lMax, -11./3, seed) #Brms scales automatically\n", " B.setTurbulentGrid(turbulentGrid)\n", - "\n", - "\n", + " \n", + " \n", " # simulation setup\n", " sim = ModuleList()\n", " sim.add(PropagationCK(B, 1e-4, 0.1 * parsec, 100 * parsec))\n", " obs = Observer()\n", - " obs.add(ObserverLargeSphere(Vector3d(0), 20 * kpc))\n", - "\n", - " ofname = 'galactic_backtracking_{:.2f}.h5'.format(args.energy)\n", + " obs.add(ObserverSurface( Sphere(Vector3d(0.), 20 * kpc) ))\n", + " \n", + " ofname = 'galactic_backtracking_{:.2f}.h5'.format(logE)\n", " print(\"Writing output to {}\".format(ofname))\n", - " obs.onDetection(HDF5Output(ofname, Output.Event3D))\n", + " out = HDF5Output(ofname, Output.Event3D)\n", + " obs.onDetection(out)\n", " sim.add(obs)\n", - "\n", + " \n", " pid = - nucleusId(1,1) # (anti-)proton\n", - " energy = 10**args.energy * electronvolt\n", - "\n", - " print(\"Running at 10**{} eV = {} EeV\".format(args.energy, energy / EeV))\n", - "\n", + " energy = 10**logE * electronvolt\n", + " \n", + " print(\"Running at 10**{} eV = {} EeV\".format(logE, energy / EeV))\n", + " \n", " position = Vector3d(-8.5, 0, 0) * kpc\n", - "\n", + " \n", " # submit a particle in every direction of a healpix map, 256 per pixel of the\n", " # lens\n", - " nparts = healpy.nside2npix(args.nside)\n", + " nparts = healpy.nside2npix(nside)\n", " print('simulating {} particles'.format(nparts))\n", " # Use candidate vector to enable multi core processing\n", " cv = CandidateVector()\n", " print(\"Preparing Particles ...\")\n", " for i in range(nparts):\n", - " v = healpy.pix2vec(args.nside, i)\n", + " v = healpy.pix2vec(nside, i)\n", " direction = Vector3d(v[0], v[1], v[2])\n", " p = ParticleState(pid, energy, position, direction)\n", - " c = crpropa.CandidateRefPtr(crpropa.Candidate(p))\n", + " c = CandidateRefPtr(Candidate(p))\n", " cv.push_back(c)\n", - " \n", + " \n", " sim.setShowProgress()\n", - " sim.run(cv)" + " sim.run(cv)\n", + " out.close()\n", + " print (\"Finished!\")" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Preparing turbulent grid\n", + "Writing output to galactic_backtracking_18.00.h5\n", + "Running at 10**18 eV = 1.0 EeV\n", + "simulating 3072 particles\n", + "Preparing Particles ...\n" + ] + } + ], + "source": [ + "backtrackingRun()" ] } ], @@ -297,7 +324,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.6" + "version": "3.6.9" } }, "nbformat": 4,