{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import uproot\t\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits import mplot3d\n", "import awkward as ak\n", "from scipy.optimize import curve_fit\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# file = uproot.open(\"tracking_losses_ntuple_Bd2KstEE.root:PrDebugTrackingLosses.PrDebugTrackingTool/Tuple;1\")\n", "file = uproot.open(\n", " \"tracking_losses_ntuple_B_rad_length_beginVelo2endVelo.root:PrDebugTrackingLosses.PrDebugTrackingTool/Tuple;1\"\n", ")\n", "\n", "# selektiere nur elektronen von B->K*ee\n", "allcolumns = file.arrays()\n", "\n", "electrons = allcolumns[(allcolumns.isElectron) & (allcolumns.fromB)]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "p = ak.to_numpy(electrons[\"p\"])\n", "p_velo = ak.to_numpy(electrons[\"p_end_velo\"])\n", "p_ut = ak.to_numpy(electrons[\"p_end_ut\"])" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xlim = 20000\n", "ax = plt.hist2d(p, p_velo, bins=80, range=[[0, xlim], [0, xlim]], cmin=1, vmax=250)\n", "plt.colorbar(ax[3])\n", "plt.xlabel(f\"True$P$ [MeV]\")\n", "plt.ylabel(f\"EndVELO$P$ [MeV]\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xlim = 20000\n", "ax = plt.hist2d(p,\n", " p_ut,\n", " bins=80,\n", " range=[[0, xlim], [0, xlim]],\n", " cmin=1,\n", " vmax=250)\n", "plt.colorbar(ax[3])\n", "plt.xlabel(f\"True$P$ [MeV]\")\n", "plt.ylabel(f\"EndUT$P$ [MeV]\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dvelo = p - p_velo\n", "dut = p - p_ut - dvelo\n", "xlim = 1\n", "nbins = 80\n", "\n", "plt.hist(\n", " dvelo / p,\n", " bins=nbins,\n", " density=True,\n", " alpha=0.5,\n", " histtype=\"bar\",\n", " color=\"darkorange\",\n", " label=\"VELO\",\n", " range=[-xlim, xlim],\n", ")\n", "plt.hist(\n", " dut / p,\n", " bins=nbins,\n", " density=True,\n", " alpha=0.5,\n", " histtype=\"bar\",\n", " color=\"blue\",\n", " label=\"UT\",\n", " range=[-xlim, xlim],\n", ")\n", "plt.xlim(0, xlim)\n", "# plt.yscale(\"log\")\n", "plt.title(\"emitted energy difference ratio\")\n", "plt.xlabel(r\"$(E_0 - (E_{VELO} , E_{RICH1+UT}))/E_0$\")\n", "plt.ylabel(\"a.u.\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.hist(\n", " (dut - dvelo) / p,\n", " bins=nbins,\n", " density=True,\n", " alpha=0.5,\n", " histtype=\"bar\",\n", " color=\"blue\",\n", " label=\"UT\",\n", " range=[-xlim, xlim],\n", ")\n", "# plt.xlim(0, xlim)\n", "# plt.yscale(\"log\")\n", "plt.title(\"emitted energy difference ratio\")\n", "plt.xlabel(r\"$(E_{VELO} - E_{RICH1+UT})$ [MeV]\")\n", "plt.ylabel(\"a.u.\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "tuner", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 2 }