{ "cells": [ { "cell_type": "markdown", "id": "95dd7d9e", "metadata": {}, "source": [ "# Basic Example\n", "\n", "## Data import\n", "\n", "The first step of data analysis is import data. In this code, data import is always handled through an instance of the [DataLoaders](https://bwheelz36.github.io/ParticlePhaseSpace/code_docs.html#module-ParticlePhaseSpace.DataLoaders) class. In this example, we will work with topas data. For a list of all currently available data importers, see [here](https://bwheelz36.github.io/ParticlePhaseSpace/code_docs.html#module-ParticlePhaseSpace.DataLoaders); for instructions on writing new data importers see [here](https://bwheelz36.github.io/ParticlePhaseSpace/new_data_loader.html)" ] }, { "cell_type": "code", "execution_count": 1, "id": "7df5e910", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:15.676016Z", "iopub.status.busy": "2023-04-13T05:32:15.675244Z", "iopub.status.idle": "2023-04-13T05:32:17.053051Z", "shell.execute_reply": "2023-04-13T05:32:17.052090Z" } }, "outputs": [], "source": [ "from pathlib import Path\n", "import sys\n", "sys.path.append('../') # not necessary when the library is installed\n", "from ParticlePhaseSpace import DataLoaders\n", "from ParticlePhaseSpace import PhaseSpace\n", "\n", "test_data_loc = Path(r'../tests/test_data/coll_PhaseSpace_xAng_0.00_yAng_0.00_angular_error_0.0.phsp').absolute()\n", "ps_data = DataLoaders.Load_TopasData(test_data_loc)" ] }, { "cell_type": "markdown", "id": "453f4163", "metadata": {}, "source": [ "Once we have a DataLoader instance, we can pass it to ParticlePhaseSpace for analysis:" ] }, { "cell_type": "code", "execution_count": 2, "id": "2f20d140", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:17.057680Z", "iopub.status.busy": "2023-04-13T05:32:17.057139Z", "iopub.status.idle": "2023-04-13T05:32:17.085218Z", "shell.execute_reply": "2023-04-13T05:32:17.084417Z" } }, "outputs": [], "source": [ "PS = PhaseSpace(ps_data)" ] }, { "cell_type": "markdown", "id": "d3221bc9", "metadata": {}, "source": [ "The underlying data is stored in a pandas data frame at `ps_data`. You shouldn't often have to (or want to) interact with this directly, but let's take a quick look at the data so you know what it looks like:" ] }, { "cell_type": "code", "execution_count": 3, "id": "a6f38cc4", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:17.089443Z", "iopub.status.busy": "2023-04-13T05:32:17.089187Z", "iopub.status.idle": "2023-04-13T05:32:17.110144Z", "shell.execute_reply": "2023-04-13T05:32:17.108935Z" } }, "outputs": [ { "data": { "text/html": [ "
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particle type [pdg_code]x [mm]y [mm]z [mm]weightparticle idtime [ps]px [MeV/c]py [MeV/c]pz [MeV/c]
022-0.971177-0.817280396.00.0100-0.008856-0.010509-3.184060
122-0.9161980.839298396.00.0110-0.0038940.008249-1.560114
222-5.25890211.318420396.00.0120-0.1930610.377104-1.219742
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" ], "text/plain": [ " particle type [pdg_code] x [mm] y [mm] z [mm] weight \\\n", "0 22 -0.971177 -0.817280 396.0 0.01 \n", "1 22 -0.916198 0.839298 396.0 0.01 \n", "2 22 -5.258902 11.318420 396.0 0.01 \n", "3 22 15.326971 -25.628899 396.0 0.01 \n", "4 22 -0.241948 -0.401026 396.0 0.01 \n", "\n", " particle id time [ps] px [MeV/c] py [MeV/c] pz [MeV/c] \n", "0 0 0 -0.008856 -0.010509 -3.184060 \n", "1 1 0 -0.003894 0.008249 -1.560114 \n", "2 2 0 -0.193061 0.377104 -1.219742 \n", "3 3 0 0.102889 -0.362594 -1.414843 \n", "4 4 0 -0.000192 -0.001470 -0.209232 " ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PS.ps_data.head()" ] }, { "cell_type": "markdown", "id": "ccd80a09", "metadata": {}, "source": [ "## Calculation of additional quantities\n", "\n", "The data show here consists of the [required columns](https://bwheelz36.github.io/ParticlePhaseSpace/phase_space_format.html#required-columns) - that is, the minimum data required to define a phase space. [Many other quantaties](https://bwheelz36.github.io/ParticlePhaseSpace/phase_space_format.html#required-columns) can be calculated from this data using various `fill` methods. For example, to add in Kinetic Energy:" ] }, { "cell_type": "code", "execution_count": 4, "id": "c0e56dc7", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:17.113867Z", "iopub.status.busy": "2023-04-13T05:32:17.113476Z", "iopub.status.idle": "2023-04-13T05:32:17.154657Z", "shell.execute_reply": "2023-04-13T05:32:17.153858Z" } }, "outputs": [ { "data": { "text/html": [ "
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particle type [pdg_code]x [mm]y [mm]z [mm]weightparticle idtime [ps]px [MeV/c]py [MeV/c]pz [MeV/c]rest mass [MeV/c^2]p_abs [MeV/c]Ek [MeV]
022-0.971177-0.817280396.00.0100-0.008856-0.010509-3.1840600.03.1840903.184090
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32215.326971-25.628899396.00.01300.102889-0.362594-1.4148430.01.4641871.464187
422-0.241948-0.401026396.00.0140-0.000192-0.001470-0.2092320.00.2092370.209237
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" ], "text/plain": [ " particle type [pdg_code] x [mm] y [mm] z [mm] weight \\\n", "0 22 -0.971177 -0.817280 396.0 0.01 \n", "1 22 -0.916198 0.839298 396.0 0.01 \n", "2 22 -5.258902 11.318420 396.0 0.01 \n", "3 22 15.326971 -25.628899 396.0 0.01 \n", "4 22 -0.241948 -0.401026 396.0 0.01 \n", "\n", " particle id time [ps] px [MeV/c] py [MeV/c] pz [MeV/c] \\\n", "0 0 0 -0.008856 -0.010509 -3.184060 \n", "1 1 0 -0.003894 0.008249 -1.560114 \n", "2 2 0 -0.193061 0.377104 -1.219742 \n", "3 3 0 0.102889 -0.362594 -1.414843 \n", "4 4 0 -0.000192 -0.001470 -0.209232 \n", "\n", " rest mass [MeV/c^2] p_abs [MeV/c] Ek [MeV] \n", "0 0.0 3.184090 3.184090 \n", "1 0.0 1.560141 1.560141 \n", "2 0.0 1.291220 1.291220 \n", "3 0.0 1.464187 1.464187 \n", "4 0.0 0.209237 0.209237 " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PS.fill.kinetic_E()\n", "PS.ps_data.head()" ] }, { "cell_type": "markdown", "id": "66ba5eb3", "metadata": {}, "source": [ "Notice that while we only requested `Ek`, we also got rest mass and absolute momentum. This is because these quantities are required to calculate kinetic energy anyway. The code will always check whether a given quantity is already present in the data before recalculating it.\n", "\n", "You can view all the available fill methods with this command:" ] }, { "cell_type": "code", "execution_count": 5, "id": "cfa91e0a", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:17.160222Z", "iopub.status.busy": "2023-04-13T05:32:17.159752Z", "iopub.status.idle": "2023-04-13T05:32:17.164940Z", "shell.execute_reply": "2023-04-13T05:32:17.163983Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "absolute_momentum\n", "beta_and_gamma\n", "direction_cosines\n", "kinetic_E\n", "relativistic_mass\n", "rest_mass\n", "velocity\n" ] } ], "source": [ "PS.fill.get_methods()" ] }, { "cell_type": "markdown", "id": "ca46b589", "metadata": {}, "source": [ "If you want to access any of the data inside this data frame, there are two ways: the unit specific way, and the unit agnostic way. The unit specific way is of course how would get data out of any DataFrame:" ] }, { "cell_type": "code", "execution_count": 6, "id": "541017c6", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:17.170659Z", "iopub.status.busy": "2023-04-13T05:32:17.170195Z", "iopub.status.idle": "2023-04-13T05:32:17.174929Z", "shell.execute_reply": "2023-04-13T05:32:17.173848Z" } }, "outputs": [], "source": [ "Ek = PS.ps_data['Ek [MeV]']" ] }, { "cell_type": "markdown", "id": "c446fb1c", "metadata": {}, "source": [ "You can also access the same quantities without reference to the units like this:" ] }, { "cell_type": "code", "execution_count": 7, "id": "262f7081", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:17.179750Z", "iopub.status.busy": "2023-04-13T05:32:17.179372Z", "iopub.status.idle": "2023-04-13T05:32:17.186589Z", "shell.execute_reply": "2023-04-13T05:32:17.185706Z" } }, "outputs": [], "source": [ "Ek = PS.ps_data[PS.columns['Ek']]" ] }, { "cell_type": "markdown", "id": "9c09d35b", "metadata": {}, "source": [ "Note that the second method will work regardless of what units the data is in. " ] }, { "cell_type": "markdown", "id": "5ac2d997", "metadata": {}, "source": [ "## Reset the phase space to required columns\n", "\n", "In some situations, you may wish to remove all 'derived' quantities from the data, and have only the [required columns](https://bwheelz36.github.io/ParticlePhaseSpace/phase_space_format.html#required-columns). You may wish to do this to minimise the memory footpring, or because you have carried out some operation that potentially invalidated the calculated quantities (more on that below!)\n", "In such situations, you can use `reset_phase_space`:" ] }, { "cell_type": "code", "execution_count": 8, "id": "6d948dbc", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:17.191936Z", "iopub.status.busy": "2023-04-13T05:32:17.191085Z", "iopub.status.idle": "2023-04-13T05:32:17.233884Z", "shell.execute_reply": "2023-04-13T05:32:17.232298Z" } }, "outputs": [ { "data": { "text/html": [ "
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particle type [pdg_code]x [mm]y [mm]z [mm]weightparticle idtime [ps]px [MeV/c]py [MeV/c]pz [MeV/c]
022-0.971177-0.817280396.00.0100-0.008856-0.010509-3.184060
122-0.9161980.839298396.00.0110-0.0038940.008249-1.560114
222-5.25890211.318420396.00.0120-0.1930610.377104-1.219742
32215.326971-25.628899396.00.01300.102889-0.362594-1.414843
422-0.241948-0.401026396.00.0140-0.000192-0.001470-0.209232
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" ], "text/plain": [ " particle type [pdg_code] x [mm] y [mm] z [mm] weight \\\n", "0 22 -0.971177 -0.817280 396.0 0.01 \n", "1 22 -0.916198 0.839298 396.0 0.01 \n", "2 22 -5.258902 11.318420 396.0 0.01 \n", "3 22 15.326971 -25.628899 396.0 0.01 \n", "4 22 -0.241948 -0.401026 396.0 0.01 \n", "\n", " particle id time [ps] px [MeV/c] py [MeV/c] pz [MeV/c] \n", "0 0 0 -0.008856 -0.010509 -3.184060 \n", "1 1 0 -0.003894 0.008249 -1.560114 \n", "2 2 0 -0.193061 0.377104 -1.219742 \n", "3 3 0 0.102889 -0.362594 -1.414843 \n", "4 4 0 -0.000192 -0.001470 -0.209232 " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PS.reset_phase_space()\n", "PS.ps_data.head()" ] }, { "cell_type": "markdown", "id": "15dc3ceb", "metadata": {}, "source": [ "## Basic analytics\n", "\n", "Once we have an instance of ParticlePhaseSpace, we can perform some analysis." ] }, { "cell_type": "code", "execution_count": 9, "id": "a286ebe0", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:17.237686Z", "iopub.status.busy": "2023-04-13T05:32:17.237338Z", "iopub.status.idle": "2023-04-13T05:32:18.464283Z", "shell.execute_reply": "2023-04-13T05:32:18.462887Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===================================================\n", " ENERGY STATS \n", "===================================================\n", "total number of particles in phase space: 311489\n", "number of unique particle species: 3\n", " 308280 gammas\n", " mean energy: 1.91 MeV\n", " median energy: 1.20 MeV\n", " Energy spread IQR: 2.03 MeV\n", " min energy 0.01 MeV\n", " max energy 10.35 MeV\n", " 2853 electrons\n", " mean energy: 3.16 MeV\n", " median energy: 3.39 MeV\n", " Energy spread IQR: 2.95 MeV\n", " min energy 0.02 MeV\n", " max energy 9.44 MeV\n", " 356 positrons\n", " mean energy: 2.66 MeV\n", " median energy: 2.39 MeV\n", " Energy spread IQR: 2.39 MeV\n", " min energy 0.08 MeV\n", " max energy 8.46 MeV\n" ] } ], "source": [ "PS.print_energy_stats()" ] }, { "cell_type": "markdown", "id": "1515b608", "metadata": {}, "source": [ "You can see that this phase space consists of three different particle species.\n", "We can also generate plots for energy, and particle positions:" ] }, { "cell_type": "code", "execution_count": 10, "id": "89f08427", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:18.469053Z", "iopub.status.busy": "2023-04-13T05:32:18.468737Z", "iopub.status.idle": "2023-04-13T05:32:19.294091Z", "shell.execute_reply": "2023-04-13T05:32:19.293116Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PS.plot.energy_hist_1D()" ] }, { "cell_type": "code", "execution_count": 11, "id": "3900ecfc", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:19.299651Z", "iopub.status.busy": "2023-04-13T05:32:19.298976Z", "iopub.status.idle": "2023-04-13T05:32:21.329455Z", "shell.execute_reply": "2023-04-13T05:32:21.328664Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PS.plot.position_hist_1D()" ] }, { "cell_type": "code", "execution_count": 12, "id": "c0e60d28", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:21.332996Z", "iopub.status.busy": "2023-04-13T05:32:21.332712Z", "iopub.status.idle": "2023-04-13T05:32:25.926546Z", "shell.execute_reply": "2023-04-13T05:32:25.925685Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PS.plot.particle_positions_scatter_2D(beam_direction='z')" ] }, { "cell_type": "markdown", "id": "c078cbef", "metadata": {}, "source": [ "Note that in the plot above, particles with different weights are plotted with different colors.\n", "Another way to visualise the particle positions is the `plot_beam_intensity` method, which will produce an image of accumulated intensity:" ] }, { "cell_type": "code", "execution_count": 13, "id": "ab09336a", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:25.933464Z", "iopub.status.busy": "2023-04-13T05:32:25.933031Z", "iopub.status.idle": "2023-04-13T05:32:26.980079Z", "shell.execute_reply": "2023-04-13T05:32:26.978999Z" } }, "outputs": [ { "data": { "image/png": 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bI3YTu7ELsdtEDnOkjdzc3JDrjaCLhrjhH//4h0477TQde+yxuueee9S9e3fl5+drwYIFWrRoUbPy9m/FkykQCOiAAw7Q7bffHvLxXr16SdrZvzfeeEOvvfaann/+eS1fvlyPP/64jj/+eL300kthj20k8TwfgUBAP/vZz3TdddeFfLzpg0drtnXllVdq5MiRWrp0qV588UVNmTJFs2bN0quvvqpDDjmkxT4F69Chg0499VQ9+uijmjp1qp588knV1dXpF7/4RavbAoBsRexujthN7AaAdEbsbo7YTewGgjFgjowTCAT0xRdfOILDp59+KknmRSqeeuopFRUV6cUXX1RhYaFZbsGCBVFvpzXfhvbt21eBQEAfffSRDj744FbV++CDDzRs2LAWt5eTk6Nhw4Zp2LBhuv322/XHP/5Rv/vd7/Taa6+Z3zC7LVyf+vbtq+3bt7u+3b59++rqq6/W1Vdfrc8++0wHH3yw/vznP+uRRx5pVf+anH/++Tr99NO1evVqPfroozrkkEO03377udpnuMMXaJQv4O4ZCD6vXnwEyEDEbmJ3S/1rQuz2DmI3kNmI3cTulvrXhNjtHcRuCylZkJHuvvtuc9kwDN19993Kz8/XsGHDJO38ZtXn88nv95vlNmzYYF79OholJSWSpIqKihbLjho1Sjk5OZo5c2az6VqRvjkeM2aMvvnmG91///3NHqupqdGOHTskSVu3bm32eNMHhLq6uhb7F6s2bdqE3P8xY8Zo1apVevHFF5s9VlFRocbG1r1hVldXq7a21rGub9++ateuXcT9a9OmjbnNUE466STttttumj17tl5//XW+5QaAFCJ2E7ub+te0zVCI3QCQPojdxO6m/jVtMxRiN7yIM8yRcYqKirR8+XJdcMEFGjRokF544QU9//zzuvHGG9W5c2dJ0imnnKLbb79dJ554osaOHavNmzdr7ty52muvvfTvf/87qu0UFxerf//+evzxx/XTn/5UHTt21P7776/999+/Wdm99tpLv/vd73TzzTfrmGOO0ZlnnqnCwkKtXr1aPXr00KxZs0Ju45e//KWeeOIJ/frXv9Zrr72mo446Sn6/X5988omeeOIJvfjiizr00EM1c+ZMvfHGGzrllFO0xx57aPPmzbrnnnvUs2dPHX300bEfzBYMHDhQ8+bN0+9//3vttdde6tKli44//nhde+21evbZZ3Xqqadq3LhxGjhwoHbs2KH//Oc/evLJJ7VhwwbttttuUW/n008/1bBhwzRmzBj1799feXl5WrJkiTZt2qRzzjknbL2+ffuqffv2mj9/vtq1a6c2bdpo0KBBZm68/Px8nXPOObr77ruVm5urc889t1kbCxcu1IUXXqgFCxZwAZJUCvilgMvf8Qb8LZcBkBTEbmJ3E2J3BiF2AxmN2E3sbkLsziDEbhMD5sg4ubm5Wr58uS677DJde+21ateunaZNm6apU6eaZY4//ng98MADuuWWW3TllVeqT58+mj17tjZs2BB14Jak//u//9PEiRN11VVXqb6+XtOmTQsZuCVp5syZ6tOnj+666y797ne/U0lJiQ488ED98pe/DNt+Tk6Oli5dqjvuuEMPP/ywlixZopKSEu2555664oorzOlvp512mjZs2KAHH3xQP/zwg3bbbTcNGTJEM2bMUFlZWdT701pTp07VV199pVtvvVU//vijhgwZouOPP14lJSV6/fXX9cc//lGLFy/Www8/rNLSUv30pz+NqU+9evXSueeeqxUrVuivf/2r8vLytO++++qJJ57Q6NGjw9bLz8/XQw89pMmTJ+vXv/61GhsbtWDBAsfFZM4//3zdfffdGjZsmLp3796sje3bt0tSyMcAAO4gdhO7mxC7AcAbiN3E7ibEbmQin5GIKzsAKTJu3Dg9+eST5pst0JIPPvhABx98sB5++OGQH6LGjBmjDRs26N13301B71BVVaWysjJ9+/7JKm2X727bPzaox8F/V2VlpUpLS11tG0D0iN1oLWJ3eiN2A5mP2I3WInanN2J3c5xhDiCr3X///Wrbtq3OPPPMZo8ZhqGVK1eGvbgJkscX8Mvn8tQwn0enhgFAtiN2ewOxGwDQhNjtDcRuCwPm8ITKykrV1NRELNOtW7ck9QaZYNmyZfroo4903333acKECeaFSux8Pp82b96cgt4BgPcRu+E2YjcAJBaxG24jdsOrGDCHJ1xxxRV66KGHIpYhuxBaY+LEidq0aZNOPvlkzZgxI9XdQUuMBFx8xPDmN92AVxC74TZit8cQuwHPIXbDbcRujyF2m8hhDk/46KOP9O2330YsM3z48CT1BkCyNOVS+27NcJW2dTmX2vYGdR/4iudyqQFeQewGshOxG/AuYjeQnYjdzXGGOTyhf//+6t+/f6q7ASBFfIGA67nPfIGAq+0BcCJ2A9mN2A14D7EbyG7EbovL59kDAAAAmWHDhg3y+XxauHBhqrsCAABSwOfzafr06anuBoAkY8AcAJD+Av7E3AAghb799ltNnz5d77//fqq7AriP2A0gA7311luaPn26KioqUt0VwH3EbhMD5gAAAEAKfPvtt5oxYwYD5gAApKmamhrddNNN5v233npLM2bMYMAcyHDkMAcApD1fwC9fwOd6mwDgJdXV1SopKUl1N4CoELsBZIKioqKY6wYCAdXX18fVBpBMxG4LZ5gDLlu5cqUOPfRQFRUVqW/fvrr33ns1ffp0+XzWm86CBQt0/PHHq0uXLiosLFT//v01b968Zm317t1bp556qtlmcXGxDjjgAK1cuVKS9PTTT+uAAw5QUVGRBg4cqH/961+O+uPGjVPbtm21ceNGnXrqqWrbtq1+8pOfaO7cuZKk//znPzr++OPVpk0b7bHHHlq0aJGj/tatW3XNNdfogAMOUNu2bVVaWqqTTjpJH3zwQbO+3nXXXdpvv/1UUlKiDh066NBDD23WHhAzpoYBSIBvvvlG48ePV9euXVVYWKj99ttPDz74YIv1PvnkE/385z9Xx44dVVRUpEMPPVTPPvtss3IVFRW66qqr1Lt3bxUWFqpnz546//zz9cMPP2jlypU67LDDJEkXXnihfD6fI1/60KFDtf/++2vNmjU69thjVVJSohtvvFGStHnzZl100UXq2rWrioqKdNBBB+mhhx5ybLsp//ptt92m++67T3379lVhYaEOO+wwrV692lG2vLxcF154oXr27KnCwkJ1795dp59+ujZs2BDDUQV2IXYDcFnT/9WffPKJxowZo9LSUnXq1ElXXHGFamtrzXKNjY26+eabzdjXu3dv3Xjjjaqrq3O0995772nEiBHabbfdVFxcrD59+mj8+PGOMvYc5tOnT9e1114rSerTp48Zu5vipc/n04QJE/Too49qv/32U2FhoZYvXy5J+te//qWTTjpJpaWlatu2rYYNG6a3337bsa2FCxfK5/PpzTff1KRJk9S5c2e1adNGZ5xxhr7//vtW9x1oNWK3iTPMARf961//0oknnqju3btrxowZ8vv9mjlzpjp37uwoN2/ePO2333467bTTlJeXp2XLluk3v/mNAoGALr/8ckfZ9evXa+zYsbr00kv1i1/8QrfddptGjhyp+fPn68Ybb9RvfvMbSdKsWbM0ZswYrVu3Tjk51ndhfr9fJ510ko499ljdeuutevTRRzVhwgS1adNGv/vd73TeeefpzDPP1Pz583X++edr8ODB6tOnjyTpiy++0NKlS3XWWWepT58+2rRpk+69914NGTJEH330kXr06CFJuv/++/Xb3/5WP//5z80PK//+97/1zjvvaOzYsYk85AAAxGTTpk064ogjzH9uO3furBdeeEEXXXSRqqqqdOWVV4as9+GHH+qoo47ST37yE91www1q06aNnnjiCY0aNUpPPfWUzjjjDEnS9u3bdcwxx+jjjz/W+PHjNWDAAP3www969tln9fXXX6tfv36aOXOmpk6dqksuuUTHHHOMJOnII480t7VlyxaddNJJOuecc/SLX/xCXbt2VU1NjYYOHar169drwoQJ6tOnjxYvXqxx48apoqJCV1xxhaO/ixYt0o8//qhLL71UPp9Pt956q84880x98cUXys/PlySNHj1aH374oSZOnKjevXtr8+bNevnll7Vx40b17t3b/YMPAEAcxowZo969e2vWrFl6++23deedd2rbtm16+OGHJUm/+tWv9NBDD+nnP/+5rr76ar3zzjuaNWuWPv74Yy1ZskTSzi+fTzjhBHXu3Fk33HCD2rdvrw0bNujpp58Ou90zzzxTn376qf72t7/pjjvu0G677SZJjv/3X331VT3xxBOaMGGCdtttN/Xu3VsffvihjjnmGJWWluq6665Tfn6+7r33Xg0dOlSvv/66Bg0a5NjOxIkT1aFDB02bNk0bNmzQnDlzNGHCBD3++OMx9x1AKxkAXDNy5EijpKTE+Oabb8x1n332mZGXl2fY/9yqq6ub1R0xYoSx5557OtbtsccehiTjrbfeMte9+OKLhiSjuLjY+Oqrr8z19957ryHJeO2118x1F1xwgSHJ+OMf/2iu27Ztm1FcXGz4fD7jscceM9d/8sknhiRj2rRp5rra2lrD7/c7+vTll18ahYWFxsyZM811p59+urHffvtFOjRATCorKw1JxuZ/HG7U/utIV2+b/3G4IcmorKxM9W4CSIGLLrrI6N69u/HDDz841p9zzjlGWVmZUV1dbXz55ZeGJGPBggXm48OGDTMOOOAAo7a21lwXCASMI4880th7773NdVOnTjUkGU8//XSzbQcCAcMwDGP16tXN2m8yZMgQQ5Ixf/58x/o5c+YYkoxHHnnEXFdfX28MHjzYaNu2rVFVVWUYhmH2vVOnTsbWrVvNss8884whyVi2bJlhGDs/F0gy/vSnP7V0yICoELsBJMq0adMMScZpp53mWP+b3/zGkGR88MEHxvvvv29IMn71q185ylxzzTWGJOPVV181DMMwlixZYkgyVq9eHXGbwf8j/+lPfzIkGV9++WXIsjk5OcaHH37oWD9q1CijoKDA+Pzzz8113377rdGuXTvj2GOPNdctWLDAkGQMHz7c/KxgGIZx1VVXGbm5uUZFRUWr+g5Ei9jdHClZAJf4/X698sorGjVqlHnmtSTttddeOumkkxxli4uLzeXKykr98MMPGjJkiL744gtVVlY6yvbv31+DBw827zd9+3z88cdr9913b7b+iy++aNa3X/3qV+Zy+/bttc8++6hNmzYaM2aMuX6fffZR+/btHfULCwvNs9X9fr+2bNmitm3bap999tHatWsdbX799dfNpngDAJCODMPQU089pZEjR8owDP3www/mbcSIEaqsrHTEuSZbt27Vq6++qjFjxujHH38062zZskUjRozQZ599pm+++UaS9NRTT+mggw4yzzi3s6dpi6SwsFAXXnihY93f//53devWTeeee665Lj8/X7/97W+1fft2vf76647yZ599tjp06GDebzqTvSneFxcXq6CgQCtXrtS2bdui6hcAAKkUPCt74sSJknbGyL///e+SpEmTJjnKXH311ZKk559/XtLO/2El6bnnnlNDQ4NrfRsyZIj69+9v3vf7/XrppZc0atQo7bnnnub67t27a+zYsfrnP/+pqqoqRxuXXHKJ47PCMcccI7/fr6+++iqhfQdgYcAccMnmzZtVU1Ojvfbaq9ljwevefPNNDR8+XG3atFH79u3VuXNnMy9p8IC5fVBcksrKyiRJvXr1Crk++J/doqKiZilhysrK1LNnz2b/sJeVlTnqBwIB3XHHHdp7771VWFio3XbbTZ07d9a///1vRz+vv/56tW3bVocffrj23ntvXX755XrzzTebHQcgZuRSA+Ci77//XhUVFbrvvvvUuXNnx61pgHrz5s3N6q1fv16GYWjKlCnN6k2bNs1R7/PPP9f+++8fVz9/8pOfqKCgwLHuq6++0t577+1IvyZJ/fr1Mx+3C/4c0TR43hTvCwsLNXv2bL3wwgvq2rWrmcKtvLw8rr4DxG4AibL33ns77vft21c5OTnasGGDvvrqK+Xk5DT7H7xbt25q3769GSeHDBmi0aNHa8aMGdptt910+umna8GCBc3ynLdWU3rTJt9//72qq6u1zz77NCvbr18/BQIB/e9//3Osbyl2J6rvALHbQg5zIMk+//xzDRs2TPvuu69uv/129erVSwUFBfr73/+uO+64Q4FAwFE+Nzc3ZDvh1huG4Vr9P/7xj5oyZYrGjx+vm2++WR07dlROTo6uvPJKRz/79eundevW6bnnntPy5cv11FNP6Z577tHUqVM1Y8aMkNsBACBVmmLYL37xC11wwQUhyxx44IGqrq4OWe+aa67RiBEjQtYL9cV5rOwz0mIVTby/8sorNXLkSC1dulQvvviipkyZolmzZunVV1/VIYccEncfAABIpFAzt1qazeXz+fTkk0/q7bff1rJly/Tiiy9q/Pjx+vOf/6y3335bbdu2jakvyYjdieo7AAsD5oBLunTpoqKiIq1fv77ZY/Z1y5YtU11dnZ599lnHN8evvfZaUvrZGk8++aSOO+44PfDAA471FRUV5gVOmrRp00Znn322zj77bNXX1+vMM8/UH/7wB02ePFlFRUXJ7DYykC9gyBf0ZZIbbQLITp07d1a7du3k9/s1fPjwsOU2bNjguN80lTo/Pz9iPWnn2W7//e9/I5aJNjWL3R577KF///vfCgQCjrPMP/nkE/PxWPTt21dXX321rr76an322Wc6+OCD9ec//1mPPPJITO0BxG4AifLZZ585zuRev369AoGAevfuLcMwFAgE9Nlnn5mzr6SdF/uuqKhoFiePOOIIHXHEEfrDH/6gRYsW6bzzztNjjz3mSGtq19rY3blzZ5WUlGjdunXNHvvkk0+Uk5PTbPZ4tFrbd6AlxG4LKVkAl+Tm5mr48OFaunSpvv32W3P9+vXr9cILLzjKSc4zuyorK7VgwYLkdTZKubm5zc5YX7x4sZmftcmWLVsc9wsKCtS/f38ZhkFONbiDqWEAXJSbm6vRo0frqaeeCjmo/f3334es16VLFw0dOlT33nuvvvvuu4j1Ro8erQ8++EBLlixpVq4ptrZp00bSzi+io3XyyServLxcjz/+uLmusbFRd911l9q2bashQ4ZE3ZYkVVdXq7a21rGub9++ateuHVO7ER9iN4AEmTt3ruP+XXfdJUk66aSTdPLJJ0uS5syZ4yhz++23S5JOOeUUSTvTmwT/r3vwwQdLUsT419rYnZubqxNOOEHPPPOM44v4TZs2adGiRTr66KNVWloaVVtNYu070CJit4kzzAEXTZ8+XS+99JKOOuooXXbZZfL7/br77ru1//776/3335cknXDCCSooKNDIkSN16aWXavv27br//vvVpUuXkP98p9Kpp56qmTNn6sILL9SRRx6p//znP3r00UcdFyuRdu5Tt27ddNRRR6lr1676+OOPdffdd+uUU05Ru3btUtR7AADCu+WWW/Taa69p0KBBuvjii9W/f39t3bpVa9eu1SuvvKKtW7eGrDd37lwdffTROuCAA3TxxRdrzz331KZNm7Rq1Sp9/fXX+uCDDyRJ1157rZ588kmdddZZGj9+vAYOHKitW7fq2Wef1fz583XQQQepb9++at++vebPn6927dqpTZs2GjRoULP8p3aXXHKJ7r33Xo0bN05r1qxR79699eSTT+rNN9/UnDlzWh13P/30Uw0bNkxjxoxR//79lZeXpyVLlmjTpk0655xzWtUWAADJ8OWXX+q0007TiSeeqFWrVumRRx7R2LFjddBBB0mSLrjgAt13332qqKjQkCFD9O677+qhhx7SqFGjdNxxx0mSHnroId1zzz0644wz1LdvX/3444+6//77VVpaag66hzJw4EBJ0u9+9zudc845ys/P18iRI82B9FB+//vf6+WXX9bRRx+t3/zmN8rLy9O9996ruro63Xrrra3e/1j7DiB6DJgDLho4cKBeeOEFXXPNNZoyZYp69eqlmTNn6uOPPzanSu+zzz568sknddNNN+maa65Rt27ddNlll6lz584aP358ivfA6cYbb9SOHTu0aNEiPf744xowYICef/553XDDDY5yl156qR599FHdfvvt2r59u3r27Knf/va3uummm1LUc2Qcwy+5OzNsZ5sAslbXrl317rvvaubMmXr66ad1zz33qFOnTtpvv/00e/bssPX69++v9957TzNmzNDChQu1ZcsWdenSRYcccoimTp1qlmvbtq3+8Y9/aNq0aVqyZIkeeughdenSRcOGDVPPnj0l7Uzt8tBDD2ny5Mn69a9/rcbGRi1YsCDigHlxcbFWrlypG264QQ899JCqqqq0zz77aMGCBRo3blyrj0OvXr107rnnasWKFfrrX/+qvLw87bvvvnriiSc0evToVrcHmIjdABLk8ccf19SpU3XDDTcoLy9PEyZM0J/+9Cfz8f/7v//TnnvuqYULF2rJkiXq1q2bJk+ebF6gW5I5kP7YY49p06ZNKisr0+GHH65HH300Yhw+7LDDdPPNN2v+/Plavny5AoGAvvzyy4gD5vvtt5/+8Y9/aPLkyZo1a5YCgYAGDRqkRx55RIMGDWr1/sfad6BFxG6TzwiexwHAdaNGjdKHH36ozz77LNVdATylqqpKZWVl+v6V/VXaJvTFb2Jue4dfnYf/V5WVla2eBgkAAEIjdgNIlOnTp2vGjBn6/vvvm11TC0DsiN3NcYY54LKamhrHlbE/++wz/f3vf9cFF1yQwl4B3uYzAvIZrb84XkttAgCAxCB2AwDgLcRuCwPmgMv23HNPjRs3Tnvuuae++uorzZs3TwUFBbruuutS3TUAAAAAAAAAETBgDrjsxBNP1N/+9jeVl5ersLBQgwcP1h//+Eftvffeqe4a4F2BBORS8+jVugEA8ARiNwAA3kLsNuWkugPxeuONNzRy5Ej16NFDPp9PS5cudTxuGIamTp2q7t27q7i4WMOHD48qj/TcuXPVu3dvFRUVadCgQXr33XcTtAfINAsWLNCGDRtUW1uryspKLV++XAMGDEh1twAgbRC7AQDwFmI30sH06dNlGAb5ywEknOcHzHfs2KGDDjpIc+fODfn4rbfeqjvvvFPz58/XO++8ozZt2mjEiBGqra0N2+bjjz+uSZMmadq0aVq7dq0OOuggjRgxQps3b07UbgAAIgkEEnNDShC7ASALELszCrEbALIAsdvkMwzDSHUn3OLz+bRkyRKNGjVK0s5vuXv06KGrr75a11xzjSSpsrJSXbt21cKFC3XOOeeEbGfQoEE67LDDdPfdd0uSAoGAevXqpYkTJ+qGG25Iyr4AAKyrdf/wfN+EXK17t1M+99zVujMNsRsAMguxO/MRuwEgsxC7m/P8GeaRfPnllyovL9fw4cPNdWVlZRo0aJBWrVoVsk59fb3WrFnjqJOTk6Phw4eHrQMAANxB7AYAwFuI3QCATJPRF/0sLy+XJHXt2tWxvmvXruZjwX744Qf5/f6QdT755JOw26qrq1NdXZ15PxAIaOvWrerUqZN8Pl+suwAAnmIYhn788Uf16NFDOTnufSfrCwTkc3kml8+jU8MyHbEbAJKL2I14EbsBILmI3YmX0QPmyTRr1izNmDEj1d0AgLTwv//9Tz179kx1N4CIiN0AYCF2wwuI3QBgIXYnTkYPmHfr1k2StGnTJnXv3t1cv2nTJh188MEh6+y2227Kzc3Vpk2bHOs3bdpkthfK5MmTNWnSJPN+ZWWldt99d7Vv30G1tQ1x7EXmy8u1chg1+qskScXFhZo79y5dfvlE1dTUhauKEDh28eH4xaeoKF8VFdvUrl07dxsOBCS3v5j26DfdmY7Y7V28f8aOYxcfrxw/n5xnvxpKj0tJEbsRL2K3d3nl/TMdceziw/GLD7E78TJ6wLxPnz7q1q2bVqxYYQbqqqoqvfPOO7rssstC1ikoKNDAgQO1YsUK8yImgUBAK1as0IQJE8Juq7C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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PS.plot.particle_positions_hist_2D(xlim=[-10, 10], ylim=[-10,10], grid=True)" ] }, { "cell_type": "markdown", "id": "6a48df8e", "metadata": {}, "source": [ "This plot is actually a lot more illuminating than the scatter plot in this instance!\n", "This phase space was scored at the exit of a [novel type of x-ray collimator](https://aapm.onlinelibrary.wiley.com/doi/10.1002/mp.15887); you can see that the x-rays (gammas) have been shaped to a square, which is as expected. Meanwhile the electrons and positrons are randomly scattered, which is also as expected." ] }, { "cell_type": "markdown", "id": "5a8b67ae", "metadata": {}, "source": [ "as with the `fill` methods, you can get all plotting methods like this:" ] }, { "cell_type": "code", "execution_count": 14, "id": "ffae196f", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:26.983567Z", "iopub.status.busy": "2023-04-13T05:32:26.983314Z", "iopub.status.idle": "2023-04-13T05:32:26.987772Z", "shell.execute_reply": "2023-04-13T05:32:26.986801Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "energy_hist_1D\n", "momentum_hist_1D\n", "n_particles_v_time\n", "particle_positions_hist_2D\n", "particle_positions_scatter_2D\n", "position_hist_1D\n", "transverse_trace_space_hist_2D\n", "transverse_trace_space_scatter_2D\n" ] } ], "source": [ "PS.plot.get_methods()" ] }, { "cell_type": "markdown", "id": "4209f399", "metadata": {}, "source": [ "## Seperating, adding, and subtracting phase space objects\n", "\n", "You can easily add, subtract, and seperate phase space objects:" ] }, { "cell_type": "code", "execution_count": 15, "id": "774dd5b1", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:26.991243Z", "iopub.status.busy": "2023-04-13T05:32:26.990738Z", "iopub.status.idle": "2023-04-13T05:32:27.377708Z", "shell.execute_reply": "2023-04-13T05:32:27.376890Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "electron_PS = PS('electrons') # this generates a phase space with only the electrons\n", "# you can also use pdg codes:\n", "electron_PS = PS(11) # this is the same\n", "electron_PS.plot.energy_hist_1D()" ] }, { "cell_type": "markdown", "id": "6342f641", "metadata": {}, "source": [ "You can also pass a list of particles to get multiple phase spaces at once:" ] }, { "cell_type": "code", "execution_count": 16, "id": "c62d3770", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:27.381715Z", "iopub.status.busy": "2023-04-13T05:32:27.381253Z", "iopub.status.idle": "2023-04-13T05:32:27.448208Z", "shell.execute_reply": "2023-04-13T05:32:27.447171Z" } }, "outputs": [], "source": [ "gamma_PS, positron_PS = PS(['gammas', 'positrons']) # you can also pass a list" ] }, { "cell_type": "markdown", "id": "472f165a", "metadata": {}, "source": [ "You can subtract one phase space from another. For example, the following will produce a new phase space object where all the gamma particles are removed:" ] }, { "cell_type": "code", "execution_count": 17, "id": "95d2cdc2", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:27.452228Z", "iopub.status.busy": "2023-04-13T05:32:27.451945Z", "iopub.status.idle": "2023-04-13T05:32:29.151205Z", "shell.execute_reply": "2023-04-13T05:32:29.150399Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "no_gamma_PS = PS - gamma_PS\n", "no_gamma_PS.plot.energy_hist_1D()" ] }, { "cell_type": "markdown", "id": "d28763e3", "metadata": {}, "source": [ "You can also add phase spaces together:" ] }, { "cell_type": "code", "execution_count": 18, "id": "065651d2", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:29.154930Z", "iopub.status.busy": "2023-04-13T05:32:29.154618Z", "iopub.status.idle": "2023-04-13T05:32:29.980913Z", "shell.execute_reply": "2023-04-13T05:32:29.980013Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Original_PS = no_gamma_PS + gamma_PS\n", "Original_PS.plot.energy_hist_1D()" ] }, { "cell_type": "markdown", "id": "9a4c9203", "metadata": {}, "source": [ "However: you cannot add identical particles into an existing phase space. If you really want to do this, you will need to update the particle_ID field first." ] }, { "cell_type": "markdown", "id": "3b9c385c", "metadata": {}, "source": [ "## Twiss parameters\n", "\n", "[Twiss parameters](https://en.wikipedia.org/wiki/Courant%E2%80%93Snyder_parameters) or courant-snyder parameters are commonly used to describe the distribution of particles in a transverse phase space. You can calculate, save, and plot the twiss parameters:" ] }, { "cell_type": "code", "execution_count": 19, "id": "0d4ce582", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:29.984706Z", "iopub.status.busy": "2023-04-13T05:32:29.984444Z", "iopub.status.idle": "2023-04-13T05:32:30.020123Z", "shell.execute_reply": "2023-04-13T05:32:30.019369Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "===================================================\n", " TWISS PARAMETERS \n", "===================================================\n", "\n", "gammas:\n", " x y\n", "epsilon 2.525901 2.673361\n", "alpha 0.619585 0.525727\n", "beta 8.976938 9.488084\n", "gamma 0.154160 0.134526\n", "\n", "electrons:\n", " x y\n", "epsilon 2.208669 2.357446\n", "alpha 1.159332 1.009164\n", "beta 4.971102 4.634599\n", "gamma 0.471535 0.435510\n", "\n", "positrons:\n", " x y\n", "epsilon 1.881200 1.178092\n", "alpha 1.141023 2.283977\n", "beta 3.888975 5.672388\n", "gamma 0.591913 1.095932\n" ] } ], "source": [ "PS.print_twiss_parameters(beam_direction='z') # calculate the RMS twiss parameters" ] }, { "cell_type": "code", "execution_count": 20, "id": "ac805821", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:30.023675Z", "iopub.status.busy": "2023-04-13T05:32:30.023287Z", "iopub.status.idle": "2023-04-13T05:32:37.604409Z", "shell.execute_reply": "2023-04-13T05:32:37.603580Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PS.plot.transverse_trace_space_scatter_2D()" ] }, { "cell_type": "markdown", "id": "5eca5dcc", "metadata": {}, "source": [ "The above plot shows what is sometimes called a 'trace space' which is plot of position (x) versus divergence (x' = px/pz). The Red ellipse represents the space enclosed by the RMS twiss parameters, which should enclode 37% of the beam. As an alternative to the scatter plot, you can also visualise the intensity (defined as the sum of weights) in trace space: \n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 21, "id": "e4c4e806", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:37.608342Z", "iopub.status.busy": "2023-04-13T05:32:37.608047Z", "iopub.status.idle": "2023-04-13T05:32:39.662914Z", "shell.execute_reply": "2023-04-13T05:32:39.661921Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PS.plot.transverse_trace_space_hist_2D(xlim=[-2,2], ylim=[-1, 1], plot_twiss_ellipse=True, grid=False)" ] }, { "cell_type": "markdown", "id": "be8478d2", "metadata": {}, "source": [ "Again, this is quite illuminating; it shows that the gamma particles are fairly evenly distributed spread between -1 and 1 mm, have almost no divergence (note the highly intesense line in the middle, and the use og a log scale). Again, since this data is from an x-ray collimator, this makes a lot of sense!" ] }, { "cell_type": "markdown", "id": "819324fe", "metadata": {}, "source": [ "## Exporting the data\n", "\n", "Similarly to the data import stage we use an instance of `ParticlePhaseSpace.DataLoaders` to export the data.\n", "You can see the currently available data exporters [here](https://bwheelz36.github.io/ParticlePhaseSpace/code_docs.html#module-ParticlePhaseSpace.DataExporters), and you see a demonstration of writing a new data exporter [here](https://bwheelz36.github.io/ParticlePhaseSpace/new_data_exporter.html)." ] }, { "cell_type": "code", "execution_count": 22, "id": "7ad4f901", "metadata": { "execution": { "iopub.execute_input": "2023-04-13T05:32:39.666605Z", "iopub.status.busy": "2023-04-13T05:32:39.666342Z", "iopub.status.idle": "2023-04-13T05:32:42.376612Z", "shell.execute_reply": "2023-04-13T05:32:42.375514Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from ParticlePhaseSpace import DataExporters\n", "\n", "DataExporters.CSV_Exporter(PS, output_location=Path('.'), output_name='test_export')" ] } ], "metadata": { "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": "3.9.5" } }, "nbformat": 4, "nbformat_minor": 5 }