From d022ca0ee414fdf31ff905dd17a8be383559ac75 Mon Sep 17 00:00:00 2001 From: Alexander Nozik Date: Fri, 7 Dec 2018 16:35:22 +0300 Subject: [PATCH] Added notrbook for trap spectrum computation --- notebooks/trap_spectrum.ipynb | 19940 ++++++++++++++++++++++++++++++++ 1 file changed, 19940 insertions(+) create mode 100644 notebooks/trap_spectrum.ipynb diff --git a/notebooks/trap_spectrum.ipynb b/notebooks/trap_spectrum.ipynb new file mode 100644 index 0000000..7194ee8 --- /dev/null +++ b/notebooks/trap_spectrum.ipynb @@ -0,0 +1,19940 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "" + ], + "text/vnd.plotly.v1+html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "\n", + "import plotly\n", + "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n", + "import plotly.graph_objs as go\n", + "\n", + "init_notebook_mode(connected=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['E', 'theta', 'theta_start', 'colNum', 'L', 'state'], dtype='object')" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "trap18 = pd.read_table(\"../output/trap[18000.0].out\", sep=\"\\\\s+\",comment=\"#\")\n", + "trap16 = pd.read_table(\"../output/trap[16000.0].out\", sep=\"\\\\s+\",comment=\"#\")\n", + "trap14 = pd.read_table(\"../output/trap[14000.0].out\", sep=\"\\\\s+\",comment=\"#\")\n", + "trap12 = pd.read_table(\"../output/trap[12000.0].out\", sep=\"\\\\s+\",comment=\"#\")\n", + "trap18.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "data": [ + { + "name": "E = 12 keV", + "nbinsx": 30, + "opacity": 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" + ], + "text/vnd.plotly.v1+html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "bins = 30\n", + "\n", + "hist18 = go.Histogram(x = 18000 - trap18.E, nbinsx=bins, opacity=0.5, name = \"E = 18 keV\")\n", + "hist16 = go.Histogram(x = 16000 - trap16.E, nbinsx=bins, opacity=0.5, name = \"E = 16 keV\")\n", + "hist14 = go.Histogram(x = 14000 - trap14.E, nbinsx=bins, opacity=0.5, name = \"E = 14 keV\")\n", + "hist12 = go.Histogram(x = 12000 - trap12.E, nbinsx=bins, opacity=0.5, name = \"E = 12 keV\")\n", + "\n", + "iplot(go.Figure( data = [hist12, hist14, hist16, hist18], layout= go.Layout(barmode='overlay')))" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "from beakerx import *\n", + "from beakerx.object import beakerx\n", + "beakerx.hist18 = trap18" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[E, theta, theta_start, colNum, L, state]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%%groovy\n", + "beakerx.hist18." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.6.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}