diff --git a/.hgignore b/.hgignore index 11de5ab..2300bba 100644 --- a/.hgignore +++ b/.hgignore @@ -1,3 +1,4 @@ + \.orig$ \.orig\..*$ \.chg\..*$ @@ -5,8 +6,8 @@ \.conflict\~$ .gradle/ output/ -notebooks/.ipynb_checkpoints -.ipynb_checkpoints +.ipynb_checkpoints/ +notebooks/images/ build/ .idea/* !gradle-wrapper.jar diff --git a/notebooks/cross-sections.ipynb b/notebooks/cross-sections.ipynb index 38b4963..c4e219f 100644 --- a/notebooks/cross-sections.ipynb +++ b/notebooks/cross-sections.ipynb @@ -13,7 +13,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3161978b-3c71-4d18-a97e-f972beece3ff", + "model_id": "b3666d93-1a9f-47f6-b272-8c9cde5eb9eb", "version_major": 2, "version_minor": 0 }, @@ -25,7 +25,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "6884d267-e5ee-4841-8c60-9c66eea437c5", + "model_id": "0e65aaab-812e-45f3-98df-43ed93255c5e", "version_major": 2, "version_minor": 0 }, @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2018-04-08T18:58+0000", @@ -53,7 +53,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "582da53b-a518-4a8a-b7ce-84d38c580cf3", + "model_id": "8e62373b-9e28-4669-937f-06f5c908a4bd", "version_major": 2, "version_minor": 0 }, @@ -69,9 +69,9 @@ "def e = (1..20) // energy in keV\n", "\n", "factor = 1e-22\n", - "def sigmaEl = e.collect{scatter.sigmael(it*1000)/factor}\n", - "def sigmaIon = e.collect{scatter.sigmaion(it*1000)/factor}\n", - "def sigmaExc = e.collect{scatter.sigmaexc(it*1000)/factor}\n", + "sigmaEl = e.collect{scatter.sigmael(it*1000)/factor}\n", + "sigmaIon = e.collect{scatter.sigmaion(it*1000)/factor}\n", + "sigmaExc = e.collect{scatter.sigmaexc(it*1000)/factor}\n", "\n", "def plot = new Plot(logY: true, yLogBase: 10)\n", "plot << new Line(x: e, y: sigmaEl, displayName: \"Elastic\")\n", @@ -81,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -163,7 +163,7 @@ "null" ] }, - "execution_count": 15, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -180,10 +180,324 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "b29b147e-ab0d-473b-b9db-909013996ad7", + "version_major": 2, + "version_minor": 0 + }, + "method": "display_data" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import com.twosigma.beakerx.table.*\n", + "\n", + "def list = []\n", + " \n", + "for(d = 12.0; d < 18.6; d += 0.1){\n", + " list << [\n", + " \"x\": d,\n", + " \"el\": scatter.sigmael(d*1000)/factor,\n", + " \"ion\": scatter.sigmaion(d*1000)/factor,\n", + " \"exc\": scatter.sigmaexc(d*1000)/factor \n", + " ]\n", + "}\n", + "beakerx[\"table\"] = new TableDisplay(list)\n", + "list" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'x': 12.0,\n", + " 'el': 0.43948540252301355,\n", + " 'ion': 2.7362696996880764,\n", + " 'exc': 2.2754271467658227},\n", + " {'x': 12.1,\n", + " 'el': 0.4360219815420227,\n", + " 'ion': 2.716347129996631,\n", + " 'exc': 2.259247553470829},\n", + " {'x': 12.2,\n", + " 'el': 0.4326153394877464,\n", + " 'ion': 2.6967291910800784,\n", + " 'exc': 2.2433117665045716},\n", + " {'x': 12.3,\n", + " 'el': 0.42926409223681455,\n", + " 'ion': 2.6774088086825643,\n", + " 'exc': 2.227614186457129},\n", + " {'x': 12.4,\n", + " 'el': 0.42596690029168804,\n", + " 'ion': 2.6583791281775273,\n", + " 'exc': 2.212149386181278},\n", + " {'x': 12.5,\n", + " 'el': 0.4227224669965498,\n", + " 'ion': 2.639633506055748,\n", + " 'exc': 2.1969121041685504},\n", + " {'x': 12.6,\n", + " 'el': 0.41952953683810995,\n", + " 'ion': 2.621165501807934,\n", + " 'exc': 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'exc': 1.5878921013562524},\n", + " {'x': 18.3,\n", + " 'el': 0.29522911250768985,\n", + " 'ion': 1.8847601449437406,\n", + " 'exc': 1.5803613574001418},\n", + " {'x': 18.4,\n", + " 'el': 0.2937361675286164,\n", + " 'ion': 1.8756790484131034,\n", + " 'exc': 1.5729062566152603},\n", + " {'x': 18.5,\n", + " 'el': 0.2922593777179467,\n", + " 'ion': 1.866689860918917,\n", + " 'exc': 1.565525639338836}]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%%python\n", + "from beakerx.object import beakerx\n", + "import pandas as pd\n", + "beakerx.table" + ] }, { "cell_type": "code", diff --git a/notebooks/trap_spectrum.ipynb b/notebooks/trap_spectrum.ipynb index 70ab4a0..412a759 100644 --- a/notebooks/trap_spectrum.ipynb +++ b/notebooks/trap_spectrum.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 38, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -21,6 +21,7 @@ "source": [ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", + "import numpy as np\n", "\n", "from scipy.optimize import curve_fit\n", "\n", @@ -28,6 +29,7 @@ "import plotly\n", "from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot\n", "import plotly.graph_objs as go\n", + "import plotly.io as pio\n", "\n", "init_notebook_mode(connected=True)" ] @@ -58,7 +60,21 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "bins = 60\n", + "\n", + "hist18_plot = go.Histogram(x = 18000 - trap18.E, nbinsx=bins, opacity=0.5, name = \"E = 18 keV\")\n", + "hist16_plot = go.Histogram(x = 16000 - trap16.E, nbinsx=bins, opacity=0.5, name = \"E = 16 keV\")\n", + "hist14_plot = go.Histogram(x = 14000 - trap14.E, nbinsx=bins, opacity=0.5, name = \"E = 14 keV\")\n", + "hist12_plot = go.Histogram(x = 12000 - trap12.E, nbinsx=bins, opacity=0.5, name = \"E = 12 keV\")" + ] + }, + { + "cell_type": "code", + "execution_count": 52, "metadata": {}, "outputs": [ { @@ -70,7 +86,7 @@ "nbinsx": 60, "opacity": 0.5, "type": "histogram", - "uid": "f70bcf24-fa27-11e8-b8d6-54a050d55942", + "uid": "9903dd80-0209-11e9-9c19-54a050d55942", "x": [ 3541.129999999999, 3354.7700000000004, @@ -73832,7 +73848,7 @@ "nbinsx": 60, "opacity": 0.5, "type": "histogram", - "uid": "f70bcf25-fa27-11e8-9b99-54a050d55942", + "uid": "9903dd81-0209-11e9-bd65-54a050d55942", "x": [ 671.2000000000007, 2997.5, @@ -134202,7 +134218,7 @@ "nbinsx": 60, "opacity": 0.5, "type": "histogram", - "uid": "f70bcf26-fa27-11e8-8028-54a050d55942", + "uid": "9903dd82-0209-11e9-9673-54a050d55942", "x": [ 3975.7000000000007, 2439, @@ -185014,7 +185030,7 @@ "nbinsx": 60, "opacity": 0.5, "type": "histogram", - "uid": "f70bcf27-fa27-11e8-8758-54a050d55942", + "uid": "9903dd83-0209-11e9-9831-54a050d55942", "x": [ 1422.5999999999985, 18.099999999998545, @@ -228862,14 +228878,24 @@ } ], "layout": { - "barmode": "overlay" + "barmode": "overlay", + "xaxis": { + "range": [ + 0, + 3950 + ], + "title": "ε (eV)" + }, + "yaxis": { + "title": "N" + } } }, "text/html": [ - "
" + "" ], "text/vnd.plotly.v1+html": [ - "" + "" ] }, "metadata": {}, @@ -228877,19 +228903,23 @@ } ], "source": [ - "bins = 60\n", + "layout = go.Layout(\n", + " barmode='overlay',\n", + " xaxis=dict(range= [0,3950], title=\"\\u03B5 (eV)\"),\n", + " yaxis=dict(title=\"N\"),\n", + " #legend=dict(orientation=\"h\"),\n", + ")\n", "\n", - "hist18_plot = go.Histogram(x = 18000 - trap18.E, nbinsx=bins, opacity=0.5, name = \"E = 18 keV\")\n", - "hist16_plot = go.Histogram(x = 16000 - trap16.E, nbinsx=bins, opacity=0.5, name = \"E = 16 keV\")\n", - "hist14_plot = go.Histogram(x = 14000 - trap14.E, nbinsx=bins, opacity=0.5, name = \"E = 14 keV\")\n", - "hist12_plot = go.Histogram(x = 12000 - trap12.E, nbinsx=bins, opacity=0.5, name = \"E = 12 keV\")\n", + "fig = go.Figure( data = [hist12_plot, hist14_plot, hist16_plot, hist18_plot], layout=layout )\n", "\n", - "iplot(go.Figure( data = [hist12_plot, hist14_plot, hist16_plot, hist18_plot], layout= go.Layout(barmode='overlay')))" + "pio.write_image(fig, \"images/spectra.pdf\")\n", + "\n", + "iplot(fig)" ] }, { "cell_type": "code", - "execution_count": 147, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -228907,7 +228937,7 @@ }, { "cell_type": "code", - "execution_count": 148, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -228920,7 +228950,7 @@ " 3600., 3700., 3800., 3900., 4000.])" ] }, - "execution_count": 148, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -228931,7 +228961,7 @@ }, { "cell_type": "code", - "execution_count": 149, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -228944,7 +228974,7 @@ " 3650., 3750., 3850., 3950.])" ] }, - "execution_count": 149, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -228955,11 +228985,11 @@ }, { "cell_type": "code", - "execution_count": 157, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ - "def f(x, norm,exp_amp, exp_const):\n", + "def f(x, norm, exp_amp, exp_const):\n", " return norm*( exp_amp * np.exp(-x / exp_const) + 1.0 + 4e-5*x)\n", "\n", "p_start = [1000, 2.0, 100]\n", @@ -228972,7 +229002,7 @@ }, { "cell_type": "code", - "execution_count": 158, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -229003,7 +229033,7 @@ }, { "cell_type": "code", - "execution_count": 159, + "execution_count": 50, "metadata": {}, "outputs": [ { @@ -229013,7 +229043,7 @@ { "name": "E = 18 keV", "type": "scatter", - "uid": "1212f830-fa39-11e8-9e02-54a050d55942", + "uid": "689a76dc-0206-11e9-ad4d-54a050d55942", "x": [ 50, 150, @@ -229102,7 +229132,7 @@ { "name": "E = 16 keV", "type": "scatter", - "uid": "12131f46-fa39-11e8-b2d7-54a050d55942", + "uid": "689a76dd-0206-11e9-b4f6-54a050d55942", "x": [ 50, 150, @@ -229191,7 +229221,7 @@ { "name": "E = 14 keV", "type": "scatter", - "uid": "12131f47-fa39-11e8-b8fe-54a050d55942", + "uid": "689a76de-0206-11e9-b711-54a050d55942", "x": [ 50, 150, @@ -229280,7 +229310,7 @@ { "name": "E = 12 keV", "type": "scatter", - "uid": "12131f48-fa39-11e8-b40a-54a050d55942", + "uid": "689a76df-0206-11e9-b3f0-54a050d55942", "x": [ 50, 150, @@ -229369,7 +229399,7 @@ { "name": "E = 18 keV fit", "type": "scatter", - "uid": "12131f49-fa39-11e8-85b3-54a050d55942", + "uid": "689a76e0-0206-11e9-81c1-54a050d55942", "x": [ 50, 150, @@ -229458,7 +229488,7 @@ { "name": "E = 16 keV fit", "type": "scatter", - "uid": "12131f4a-fa39-11e8-b9ae-54a050d55942", + "uid": "689a76e1-0206-11e9-a403-54a050d55942", "x": [ 50, 150, @@ -229547,7 +229577,7 @@ { "name": "E = 14 keV fit", "type": "scatter", - "uid": "12131f4b-fa39-11e8-a8a9-54a050d55942", + "uid": "689a76e2-0206-11e9-9f61-54a050d55942", "x": [ 50, 150, @@ -229636,7 +229666,7 @@ { "name": "E = 12 keV fit", "type": "scatter", - "uid": "12131f4c-fa39-11e8-a616-54a050d55942", + "uid": "689a76e3-0206-11e9-ad33-54a050d55942", "x": [ 50, 150, @@ -229726,10 +229756,10 @@ "layout": {} }, "text/html": [ - "" + "" ], "text/vnd.plotly.v1+html": [ - "" + "" ] }, "metadata": {}, @@ -229762,7 +229792,7 @@ }, { "cell_type": "code", - "execution_count": 171, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -229770,9 +229800,13 @@ "application/vnd.plotly.v1+json": { "data": [ { - "name": "trap", + "marker": { + "size": 10 + }, + "mode": "markers", + "name": "Simulation", "type": "scatter", - "uid": "14582a6c-fa3b-11e8-906a-54a050d55942", + "uid": "5acbd536-01e8-11e9-bd65-54a050d55942", "x": [ 12, 14, @@ -229787,19 +229821,111 @@ ] }, { - "name": "fit", + "name": "Fit", "type": "scatter", - "uid": "14582a6d-fa3b-11e8-b68e-54a050d55942", + "uid": "5acbd537-01e8-11e9-9801-54a050d55942", "x": [ 12, - 14, - 16, + 12.122448979591837, + 12.244897959183673, + 12.36734693877551, + 12.489795918367347, + 12.612244897959183, + 12.73469387755102, + 12.857142857142858, + 12.979591836734693, + 13.10204081632653, + 13.224489795918368, + 13.346938775510203, + 13.46938775510204, + 13.591836734693878, + 13.714285714285714, + 13.83673469387755, + 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4.602247236017531e-05, + 4.5665759684943035e-05, 4.5321758571703196e-05 ] } @@ -229807,10 +229933,10 @@ "layout": {} }, "text/html": [ - "" + "" ], "text/vnd.plotly.v1+html": [ - "" + "" ] }, "metadata": {}, @@ -229823,17 +229949,21 @@ "\n", "trap_coefs = np.polynomial.polynomial.polyfit(x = es, y = traps, deg=2)\n", "\n", + "function_es = np.linspace(12,18)\n", + "\n", "plots =[\n", - " go.Scatter(x=es,y=traps, name = \"trap\"),\n", - " go.Scatter(x=es,y= np.polynomial.polynomial.polyval(es,trap_coefs), name = \"fit\")\n", + " go.Scatter(x=es,y=traps, name = \"Simulation\", mode = 'markers', marker = dict(size = 10)),\n", + " go.Scatter(x=function_es,y= np.polynomial.polynomial.polyval(function_es,trap_coefs), name = \"Fit\")\n", "]\n", "\n", - "iplot(plots)" + "fig = go.Figure(data = plots)\n", + "\n", + "iplot(fig)" ] }, { "cell_type": "code", - "execution_count": 174, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -229842,7 +229972,7 @@ "array([ 2.32297694e-04, -1.80176671e-05, 4.23895283e-07])" ] }, - "execution_count": 174, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -229851,12 +229981,87784 @@ "trap_coefs" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Angular distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "data": [ + { + "opacity": 0.5, + "type": "histogram", + "uid": "0087ee1e-0221-11e9-ad6f-54a050d55942", + "x": [ + 14.2839, + 10.761, + 1.7173900000000002, + 16.6506, + 14.8437, + 9.62571, + 11.6835, + 8.6744, + 15.9162, + 4.56246, + 13.8008, + 16.641, + 14.0502, + 9.95626, + 12.3882, + 15.8145, + 10.9976, + 13.2725, + 5.514469999999999, + 15.2937, + 12.2055, + 15.098, + 11.9798, + 13.6897, + 14.8433, + 11.6282, + 16.3902, + 11.1265, + 14.6142, + 10.0242, + 8.1923, + 15.6277, + 8.91039, + 14.0007, + 14.1681, + 14.2037, + 16.5878, + 13.229, + 12.6128, + 12.2671, + 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\"dif\")\n", + "iplot([angle_start])" + ] + }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "import plotly.figure_factory as ff\n", + "\n", + "\n", + "fig = ff.create_2d_density(\n", + " trap18.E, trap18.theta_start\n", + ")\n", + "\n", + "iplot(fig)" + ] }, { "cell_type": "code",