From 281b538396b6aad18421037c534b0ec00eed7f62 Mon Sep 17 00:00:00 2001 From: cetin Date: Thu, 21 Sep 2023 12:08:15 +0200 Subject: [PATCH] started saving images for documentation --- e_tasks.ipynb | 74 +++++++++++++++++++++++++------------ wetest.ipynb | 100 ++++++++++++++++++++++++++------------------------ 2 files changed, 103 insertions(+), 71 deletions(-) diff --git a/e_tasks.ipynb b/e_tasks.ipynb index ec1cb14..3663565 100644 --- a/e_tasks.ipynb +++ b/e_tasks.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 69, "metadata": {}, "outputs": [], "source": [ @@ -22,7 +22,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 70, "metadata": {}, "outputs": [], "source": [ @@ -41,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 71, "metadata": {}, "outputs": [ { @@ -50,7 +50,7 @@ "0.8606728758791105" ] }, - "execution_count": 3, + "execution_count": 71, "metadata": {}, "output_type": "execute_result" } @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 72, "metadata": {}, "outputs": [ { @@ -82,7 +82,7 @@ "0.96875" ] }, - "execution_count": 4, + "execution_count": 72, "metadata": {}, "output_type": "execute_result" } @@ -102,7 +102,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 73, "metadata": {}, "outputs": [ { @@ -111,7 +111,7 @@ "0.8603431839847474" ] }, - "execution_count": 5, + "execution_count": 73, "metadata": {}, "output_type": "execute_result" } @@ -134,7 +134,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 74, "metadata": {}, "outputs": [ { @@ -155,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 75, "metadata": {}, "outputs": [ { @@ -194,7 +194,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 76, "metadata": {}, "outputs": [], "source": [ @@ -223,7 +223,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 77, "metadata": {}, "outputs": [], "source": [ @@ -254,7 +254,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 78, "metadata": {}, "outputs": [], "source": [ @@ -263,7 +263,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 79, "metadata": {}, "outputs": [], "source": [ @@ -308,7 +308,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 80, "metadata": {}, "outputs": [ { @@ -366,7 +366,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 81, "metadata": {}, "outputs": [ { @@ -375,7 +375,7 @@ "-4.6785491318157854e-07" ] }, - "execution_count": 12, + "execution_count": 81, "metadata": {}, "output_type": "execute_result" } @@ -386,7 +386,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 82, "metadata": {}, "outputs": [ { @@ -434,7 +434,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 83, "metadata": {}, "outputs": [], "source": [ @@ -442,15 +442,43 @@ "zmag_found = z_mag(xv_found, zv_found, tx_found, scifi_fitpars_found[:,0], scifi_fitpars_found[:,1])\n", "zmag_lost = z_mag(xv_lost, zv_lost, tx_lost, scifi_fitpars_lost[:,0], scifi_fitpars_lost[:,1])\n", "zmag_lost = zmag_lost[~np.isnan(zmag_lost)]\n", - "#zmag_lost.show()" + "#zmag_lost.show()\n", + "\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 84, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.hist(zmag_found, bins=5000, density=True, alpha=0.5, histtype='bar', color=\"blue\", label=\"found\")\n", + "plt.hist(zmag_lost, bins=300, density=True, alpha=0.5, histtype=\"bar\",color=\"darkorange\", label=\"lost\")\n", + "plt.xlabel(\"$z_{mag}$ [mm]\")\n", + "plt.ylabel(\"normed\")\n", + "plt.title(\"magnet kick position $z_{mag}$ calculated w fitparameters\")\n", + "plt.legend()\n", + "plt.xticks(np.arange(5100,5800,5), minor=True)\n", + "plt.yticks(np.arange(0,0.015,0.001), minor=True)\n", + "plt.xlim(5100,5800)\n", + "\n", + "\"\"\"\n", + "wir können einen radikalen unterschied für den z_mag wert erkennen, zwischen den found and lost elektronen.\n", + "\"\"\"\n", + "\n", + "plt.show()" + ] }, { "cell_type": "code", diff --git a/wetest.ipynb b/wetest.ipynb index bfe8808..e19150c 100644 --- a/wetest.ipynb +++ b/wetest.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -29,7 +29,7 @@ "'\\n#cut \\ntcut = ((tracked[\"eta\"]<5.0) & (tracked[\"eta\"]>1.9))\\nlcut = ((lost[\"eta\"]<5.0) & (lost[\"eta\"]>1.9))\\n\\ntracked = tracked[tcut]\\nlost = lost[lcut]\\n'" ] }, - "execution_count": 3, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -87,21 +87,22 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ - "#CutFlow\n" + "#CutFlow\n", + "decay=\"D\"" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -118,12 +119,14 @@ "plt.hist(ak.ravel(tracked[\"eta\"]), bins=100, density=True, alpha=0.4, label=\"tracked\")\n", "plt.hist(ak.ravel(lost[\"eta\"]), bins =100, density=True, alpha=0.4, label=\"lost\")\n", "plt.legend()\n", + "plt.xlabel(\"eta\")\n", + "plt.title(\"$\\eta$ for tracked and lost electrons in the \"+str(decay)+\" decay\")\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -159,7 +162,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -198,12 +201,12 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -218,30 +221,30 @@ "colors = ['blue', 'darkorange']\n", "labels = [\"tracked\", \"lost\"]\n", "\n", - "ax0.hist([ak.ravel(tracked[\"energy\"]),ak.ravel(lost[\"energy\"])], 1000, density=True, histtype='bar', color=colors, label=labels)\n", + "ax0.hist([ak.ravel(tracked[\"energy\"]),ak.ravel(lost[\"energy\"])], 1000, density=True,alpha=0.5, histtype=\"stepfilled\", color=colors, label=labels)\n", "ax0.legend()\n", "ax0.set_xlim(0,40000)\n", - "ax0.set_title('energy')\n", + "ax0.set_title('energy '+str(decay)+\" decay\")\n", "\n", - "ax1.hist([ak.ravel(tracked[\"eta\"]), ak.ravel(lost[\"eta\"])], bins=100, density=True, color=colors, label=labels)\n", + "ax1.hist([ak.ravel(tracked[\"eta\"]), ak.ravel(lost[\"eta\"])], bins=100,alpha=0.5, histtype=\"stepfilled\", density=True, color=colors, label=labels)\n", "ax1.legend()\n", "ax1.set_title('eta')\n", "\n", - "ax2.hist([ak.ravel(tracked[\"p\"]),ak.ravel(lost[\"p\"])], 500, density=True, histtype='bar', color=colors, label=labels)\n", + "ax2.hist([ak.ravel(tracked[\"p\"]),ak.ravel(lost[\"p\"])], 500, density=True, alpha=0.5, histtype=\"stepfilled\", color=colors, label=labels)\n", "ax2.legend()\n", "ax2.set_xlim(0,50000)\n", "ax2.set_title('p')\n", "\n", - "ax3.hist([ak.ravel(tracked[\"pt\"]),ak.ravel(lost[\"pt\"])], 500, density=True, histtype='bar', color=colors, label=labels)\n", + "ax3.hist([ak.ravel(tracked[\"pt\"]),ak.ravel(lost[\"pt\"])], 500, density=True, alpha=0.5, histtype=\"stepfilled\", color=colors, label=labels)\n", "ax3.legend()\n", "ax3.set_xlim(0,3000)\n", "ax3.set_title('pt')\n", "\n", - "ax4.hist([ak.ravel(tracked[\"tx\"]),ak.ravel(lost[\"tx\"])], 100, density=True, histtype='bar', color=colors, label=labels)\n", + "ax4.hist([ak.ravel(tracked[\"tx\"]),ak.ravel(lost[\"tx\"])], 100, density=True, alpha=0.5, histtype=\"stepfilled\", color=colors, label=labels)\n", "ax4.legend()\n", "ax4.set_title('tx')\n", "\n", - "ax5.hist([ak.ravel(tracked[\"ty\"]),ak.ravel(lost[\"ty\"])], 100, density=True, histtype='bar', color=colors, label=labels)\n", + "ax5.hist([ak.ravel(tracked[\"ty\"]),ak.ravel(lost[\"ty\"])], 100, density=True, alpha=0.5, histtype=\"stepfilled\", color=colors, label=labels)\n", "ax5.legend()\n", "ax5.set_title('ty')\n", "\n", @@ -250,12 +253,12 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 21, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -271,39 +274,39 @@ "labels = [\"tracked\", \"lost\"]\n", "n_bins=75\n", "\n", - "ax0.hist([ak.ravel(tracked[\"velo_hit_pos_x\"]),ak.ravel(lost[\"velo_hit_pos_x\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax0.hist([ak.ravel(tracked[\"velo_hit_pos_x\"]),ak.ravel(lost[\"velo_hit_pos_x\"])], n_bins, density=True, alpha=0.5, histtype=\"stepfilled\", color=colors, label=labels)\n", "ax0.legend()\n", - "ax0.set_title('velo x')\n", + "ax0.set_title('velo x '+str(decay)+\" decay\")\n", "\n", - "ax1.hist([ak.ravel(tracked[\"velo_hit_pos_y\"]),ak.ravel(lost[\"velo_hit_pos_y\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax1.hist([ak.ravel(tracked[\"velo_hit_pos_y\"]),ak.ravel(lost[\"velo_hit_pos_y\"])], n_bins, density=True, histtype='stepfilled',alpha=0.5, color=colors, label=labels)\n", "ax1.legend()\n", "ax1.set_title('velo y')\n", "\n", - "ax2.hist([ak.ravel(tracked[\"velo_hit_pos_z\"]),ak.ravel(lost[\"velo_hit_pos_z\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax2.hist([ak.ravel(tracked[\"velo_hit_pos_z\"]),ak.ravel(lost[\"velo_hit_pos_z\"])], n_bins, density=True, histtype='stepfilled',alpha=0.5, color=colors, label=labels)\n", "ax2.legend()\n", "ax2.set_title('velo z')\n", "\n", - "ax3.hist([ak.ravel(tracked[\"ut_hit_pos_x\"]),ak.ravel(lost[\"ut_hit_pos_x\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax3.hist([ak.ravel(tracked[\"ut_hit_pos_x\"]),ak.ravel(lost[\"ut_hit_pos_x\"])], n_bins, density=True, histtype='stepfilled',alpha=0.5, color=colors, label=labels)\n", "ax3.legend()\n", "ax3.set_title('ut x')\n", "\n", - "ax4.hist([ak.ravel(tracked[\"ut_hit_pos_y\"]),ak.ravel(lost[\"ut_hit_pos_y\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax4.hist([ak.ravel(tracked[\"ut_hit_pos_y\"]),ak.ravel(lost[\"ut_hit_pos_y\"])], n_bins, density=True, histtype='stepfilled',alpha=0.5, color=colors, label=labels)\n", "ax4.legend()\n", "ax4.set_title('ut y')\n", "\n", - "ax5.hist([ak.ravel(tracked[\"ut_hit_pos_z\"]),ak.ravel(lost[\"ut_hit_pos_z\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax5.hist([ak.ravel(tracked[\"ut_hit_pos_z\"]),ak.ravel(lost[\"ut_hit_pos_z\"])], n_bins, density=True, histtype='stepfilled',alpha=0.5, color=colors, label=labels)\n", "ax5.legend()\n", "ax5.set_title('ut z')\n", "\n", - "ax6.hist([ak.ravel(tracked[\"scifi_hit_pos_x\"]),ak.ravel(lost[\"scifi_hit_pos_x\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax6.hist([ak.ravel(tracked[\"scifi_hit_pos_x\"]),ak.ravel(lost[\"scifi_hit_pos_x\"])], n_bins, density=True, histtype='stepfilled',alpha=0.5, color=colors, label=labels)\n", "ax6.legend()\n", "ax6.set_title('scifi x')\n", "\n", - "ax7.hist([ak.ravel(tracked[\"scifi_hit_pos_y\"]),ak.ravel(lost[\"scifi_hit_pos_y\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax7.hist([ak.ravel(tracked[\"scifi_hit_pos_y\"]),ak.ravel(lost[\"scifi_hit_pos_y\"])], n_bins, density=True, histtype='stepfilled',alpha=0.5, color=colors, label=labels)\n", "ax7.legend()\n", "ax7.set_title('scifi y')\n", "\n", - "ax8.hist([ak.ravel(tracked[\"scifi_hit_pos_z\"]),ak.ravel(lost[\"scifi_hit_pos_z\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax8.hist([ak.ravel(tracked[\"scifi_hit_pos_z\"]),ak.ravel(lost[\"scifi_hit_pos_z\"])], n_bins, density=True, histtype='stepfilled',alpha=0.5, color=colors, label=labels)\n", "ax8.legend()\n", "ax8.set_title('scifi z')\n", "\n", @@ -314,12 +317,12 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 25, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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" ] @@ -330,21 +333,22 @@ ], "source": [ "plt.figure(figsize=(8,6))\n", - "plt.hist([ak.ravel(tracked[\"brem_photons_pe\"]), ak.ravel(lost[\"brem_photons_pe\"])], 5000, density=True, histtype=\"bar\", color=colors, label=labels)\n", + "plt.hist([ak.ravel(tracked[\"brem_photons_pe\"]), ak.ravel(lost[\"brem_photons_pe\"])], 5000, density=True, histtype=\"stepfilled\",alpha=0.5, color=colors, label=labels)\n", "plt.xlim(0,8000)\n", - "plt.title(\"brem photons abs(p)\")\n", + "plt.xlabel(\"$E_{ph}$\")\n", + "plt.title(\"brem photons energy \"+str(decay)+\" decay\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -360,30 +364,30 @@ "labels = [\"tracked\", \"lost\"]\n", "n_bins=200\n", "\n", - "ax0.hist([ak.ravel(tracked[\"brem_photons_px\"]),ak.ravel(lost[\"brem_photons_px\"])], 500, density=True, histtype='bar', color=colors, label=labels)\n", + "ax0.hist([ak.ravel(tracked[\"brem_photons_px\"]),ak.ravel(lost[\"brem_photons_px\"])], 500, density=True, histtype=\"stepfilled\",alpha=0.5, color=colors, label=labels)\n", "ax0.legend()\n", "ax0.set_xlim(-1500,1500)\n", - "ax0.set_title('brem photon px')\n", + "ax0.set_title('brem photon px '+str(decay)+\" decay\")\n", "\n", - "ax1.hist([ak.ravel(tracked[\"brem_photons_py\"]),ak.ravel(lost[\"brem_photons_py\"])], 1000, density=True, histtype='bar', color=colors, label=labels)\n", + "ax1.hist([ak.ravel(tracked[\"brem_photons_py\"]),ak.ravel(lost[\"brem_photons_py\"])], 1000, density=True, histtype=\"stepfilled\",alpha=0.5, color=colors, label=labels)\n", "ax1.legend()\n", "ax1.set_xlim(-500,500)\n", "ax1.set_title('brem photon py')\n", "\n", - "ax2.hist([ak.ravel(tracked[\"brem_photons_pz\"]),ak.ravel(lost[\"brem_photons_pz\"])], 1000, density=True, histtype='bar', color=colors, label=labels)\n", + "ax2.hist([ak.ravel(tracked[\"brem_photons_pz\"]),ak.ravel(lost[\"brem_photons_pz\"])], 1000, density=True, histtype=\"stepfilled\",alpha=0.5, color=colors, label=labels)\n", "ax2.legend()\n", "ax2.set_xlim(0,10000)\n", "ax2.set_title('brem photon pz')\n", "\n", - "ax3.hist([ak.ravel(tracked[\"brem_vtx_x\"]),ak.ravel(lost[\"brem_vtx_x\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax3.hist([ak.ravel(tracked[\"brem_vtx_x\"]),ak.ravel(lost[\"brem_vtx_x\"])], n_bins, density=True, histtype=\"stepfilled\",alpha=0.5, color=colors, label=labels)\n", "ax3.legend()\n", "ax3.set_title('brem vtx x')\n", "\n", - "ax4.hist([ak.ravel(tracked[\"brem_vtx_y\"]),ak.ravel(lost[\"brem_vtx_y\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax4.hist([ak.ravel(tracked[\"brem_vtx_y\"]),ak.ravel(lost[\"brem_vtx_y\"])], n_bins, density=True, histtype=\"stepfilled\",alpha=0.5, color=colors, label=labels)\n", "ax4.legend()\n", "ax4.set_title('brem vtx y')\n", "\n", - "ax5.hist([ak.ravel(tracked[\"brem_vtx_z\"]),ak.ravel(lost[\"brem_vtx_z\"])], n_bins, density=True, histtype='bar', color=colors, label=labels)\n", + "ax5.hist([ak.ravel(tracked[\"brem_vtx_z\"]),ak.ravel(lost[\"brem_vtx_z\"])], n_bins, density=True, histtype=\"stepfilled\",alpha=0.5, color=colors, label=labels)\n", "ax5.legend()\n", "ax5.set_title('brem vtx z')\n", "\n", @@ -392,12 +396,12 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] @@ -409,11 +413,11 @@ "source": [ "fig, ((ax0, ax1)) = plt.subplots(nrows=1, ncols=2, figsize=(20,6))\n", "\n", - "ax0.hist([ak.ravel(tracked[\"velo_track_x\"]), ak.ravel(lost[\"velo_track_x\"])], bins=150, density=True, histtype='bar', color=colors, label=labels)\n", + "ax0.hist([ak.ravel(tracked[\"velo_track_x\"]), ak.ravel(lost[\"velo_track_x\"])], bins=150, density=True, histtype=\"stepfilled\",alpha=0.5, color=colors, label=labels)\n", "ax0.legend()\n", - "ax0.set_title('velo track x')\n", + "ax0.set_title('velo track x '+str(decay)+\" decay\")\n", "\n", - "ax1.hist([ak.ravel(tracked[\"velo_track_y\"]), ak.ravel(lost[\"velo_track_y\"])],bins=150, density=True, histtype='bar', color=colors, label=labels)\n", + "ax1.hist([ak.ravel(tracked[\"velo_track_y\"]), ak.ravel(lost[\"velo_track_y\"])],bins=150, density=True, histtype=\"stepfilled\",alpha=0.5, color=colors, label=labels)\n", "ax1.legend()\n", "ax1.set_title('velo track y')\n", "\n",