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December 17, 2019 11:42
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "Demo markdown cell" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "ename": "NameError", | |
| "evalue": "name 'callbackfunctions' is not defined", | |
| "output_type": "error", | |
| "traceback": [ | |
| "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", | |
| "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", | |
| "\u001b[1;32m<ipython-input-4-ae0a41649ae6>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m 77\u001b[0m \u001b[0mf0\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mcopy\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 78\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 79\u001b[1;33m \u001b[1;33m@\u001b[0m\u001b[0minteract\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcallbackfunctions\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 80\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcallbackfunctions\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mj\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 81\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", | |
| "\u001b[1;31mNameError\u001b[0m: name 'callbackfunctions' is not defined" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "from IPython.display import HTML\n", | |
| "from ipywidgets import interact\n", | |
| "\n", | |
| "HTML('''<script>\n", | |
| "code_show=true; \n", | |
| "function code_toggle() {\n", | |
| " if (code_show){\n", | |
| " $('div.input').hide();\n", | |
| " } else {\n", | |
| " $('div.input').show();\n", | |
| " }\n", | |
| " code_show = !code_show\n", | |
| "} \n", | |
| "$( document ).ready(code_toggle);\n", | |
| "</script>\n", | |
| "The raw code for this IPython notebook is by default hidden for easier reading.\n", | |
| "To toggle on/off the raw code, click <a href=\"javascript:code_toggle()\">here</a>.''')\n", | |
| "\n", | |
| "import plotly.graph_objects as go\n", | |
| "# import chart_studio.plotly as py\n", | |
| "import plotly.io as pio\n", | |
| "from copy import copy\n", | |
| "import numpy as np\n", | |
| "np.random.seed(1)\n", | |
| "\n", | |
| "pio.renderers.default = \"browser\"\n", | |
| "\n", | |
| "n=10\n", | |
| "\n", | |
| "x = np.arange(0,n)\n", | |
| "y1 = np.random.rand(n)\n", | |
| "y2 = np.random.rand(n)\n", | |
| "y3 = np.random.rand(n)\n", | |
| "y4 = np.random.rand(n)\n", | |
| "y5 = np.random.rand(n)\n", | |
| "y6 = np.random.rand(n)\n", | |
| "y7 = np.random.rand(n)\n", | |
| "\n", | |
| "names=['Set 1','Set 2','Set 3']\n", | |
| "\n", | |
| "colours=['crimson','darkturquoise','lime']\n", | |
| "\n", | |
| "f = go.FigureWidget([go.Scatter(x=x, y=y1, name=names[0]),\n", | |
| " go.Scatter(x=x, y=y2, name=names[0]),\n", | |
| " go.Scatter(x=x, y=y3, name=names[1]),\n", | |
| " go.Scatter(x=x, y=y4, name=names[1]),\n", | |
| " go.Scatter(x=x, y=y5, name=names[2]),\n", | |
| " go.Scatter(x=x, y=y6, name=names[2]),\n", | |
| " go.Scatter(x=x, y=y7, name=names[2]),\n", | |
| " ])\n", | |
| "\n", | |
| "uniquecol={}\n", | |
| "ii=0\n", | |
| "# change info for hover tings \n", | |
| "for i in range(len(f.data)):\n", | |
| " f.data[i].mode='lines'\n", | |
| " f.data[i].hoverlabel.namelength=0\n", | |
| " f.data[i].text=[f.data[i].name for j in range(n)]\n", | |
| " f.data[i].hovertemplate = '<b>%{text}</b>:' + '<br>X: %{x}' + '<br>Y: %{y:.2f}</br>'\n", | |
| " if f.data[i].name not in uniquecol:\n", | |
| " uniquecol[f.data[i].name]=ii\n", | |
| " ii += 1\n", | |
| " f.data[i].showlegend=True\n", | |
| " else:\n", | |
| " f.data[i].showlegend=False\n", | |
| " f.data[i].line=dict(color=colours[uniquecol[f.data[i].name]])\n", | |
| " f.data[i].opacity=1\n", | |
| " f.data[i].line.width=2\n", | |
| " \n", | |
| "\n", | |
| "f.layout.hovermode = 'closest'\n", | |
| "f.layout.title = 'Demo Line Highlighting Plot'\n", | |
| "f.layout.xaxis.title = 'X'\n", | |
| "f.layout.yaxis.title = 'Y'\n", | |
| "\n", | |
| "# save initial f as f0 to find initial colours and line sizes\n", | |
| "f0=copy(f)\n", | |
| "\n", | |
| "@interact(callbackfunctions)\n", | |
| "def callbackfunctions(f,j):\n", | |
| " \n", | |
| " temp=[f.data[i].name==f.data[j].name for i in range(len(f.data))]\n", | |
| " \n", | |
| " # create our callback function for hover\n", | |
| " def update_point1(trace, points, selector):\n", | |
| " if points.point_inds:\n", | |
| " # c = '#bae2be'\n", | |
| " s = f0.data[j].line.width*1.5\n", | |
| " with f.batch_update():\n", | |
| " for i in np.where(temp)[0]:\n", | |
| " f.data[i].line.width = s\n", | |
| " for i in np.where(~np.array(temp))[0]:\n", | |
| " f.data[i].opacity = 0.5 \n", | |
| " \n", | |
| " # create our callback function for unhover\n", | |
| " def update_point2(trace, points, selector):\n", | |
| " if points.point_inds:\n", | |
| " # c = f0.data[2].line.color\n", | |
| " s = f0.data[j].line.width\n", | |
| " with f.batch_update():#\n", | |
| " for i in np.where(temp)[0]:\n", | |
| " f.data[i].line.width = s\n", | |
| " for i in np.where(~np.array(temp))[0]:\n", | |
| " f.data[i].opacity = 1\n", | |
| " \n", | |
| " f.data[j].on_hover(update_point1)\n", | |
| " f.data[j].on_unhover(update_point2)\n", | |
| "\n", | |
| "for i in range(len(f.data)):\n", | |
| " callbackfunctions(f,i)\n", | |
| "\n", | |
| "f\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "3\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "a=1\n", | |
| "b=2\n", | |
| "print(a+b)" | |
| ] | |
| } | |
| ], | |
| "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": "3.7.3" | |
| }, | |
| "widgets": { | |
| "application/vnd.jupyter.widget-state+json": { | |
| "state": { | |
| "148899678c574506a94a21c33aadf042": { | |
| "buffers": [ | |
| { | |
| "data": "AAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAAAA==", | |
| "encoding": "base64", | |
| "path": [ | |
| "_data", | |
| 0, | |
| "x", | |
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| ] | |
| }, | |
| { | |
| "data": "Bjz6D32w2j9R8Lrz5QznPwDAYWaQ+x0/9Aj+t2pZ0z88Bcej5cjCPxDKsIyAo7c/5OE05l/Xxz/Oo1u9qh3WP+j7e2ejZNk/VJ9il/w94T8=", | |
| "encoding": "base64", | |
| "path": [ | |
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| "data": "AAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAAAA==", | |
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| "data": "AAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAAAA==", | |
| "encoding": "base64", | |
| "path": [ | |
| "_data", | |
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| "x", | |
| "value" | |
| ] | |
| }, | |
| { | |
| "data": "kAIS0ZYyuj8qeZmv5H/aP53k+K2GOOY/XCZTxOmB2j8wtf3wf5OpPxxvLjgQJuE/R1OPRM495T/Yayu7+HngPz+EHsgeOu4/C1KIEw/F4j8=", | |
| "encoding": "base64", | |
| "path": [ | |
| "_data", | |
| 6, | |
| "y", | |
| "value" | |
| ] | |
| } | |
| ], | |
| "model_module": "plotlywidget", | |
| "model_module_version": "^1.4.0", | |
| "model_name": "FigureModel", | |
| "state": { | |
| "_config": { | |
| "plotlyServerURL": "https://plot.ly" | |
| }, | |
| "_data": [ | |
| { | |
| "hoverlabel": { | |
| "namelength": 0 | |
| }, | |
| "hovertemplate": "<b>%{text}</b>:<br>X: %{x}<br>Y: %{y:.2f}</br>", | |
| "line": { | |
| "color": "crimson", | |
| "width": 2 | |
| }, | |
| "mode": "lines", | |
| "name": "Set 1", | |
| "opacity": 1, | |
| "showlegend": true, | |
| "text": [ | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1" | |
| ], | |
| "type": "scatter", | |
| "uid": "3a50960a-1453-4639-a749-11fb261af1ec", | |
| "x": { | |
| "dtype": "int32", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| }, | |
| "y": { | |
| "dtype": "float64", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| } | |
| }, | |
| { | |
| "hoverlabel": { | |
| "namelength": 0 | |
| }, | |
| "hovertemplate": "<b>%{text}</b>:<br>X: %{x}<br>Y: %{y:.2f}</br>", | |
| "line": { | |
| "color": "crimson", | |
| "width": 2 | |
| }, | |
| "mode": "lines", | |
| "name": "Set 1", | |
| "opacity": 1, | |
| "showlegend": false, | |
| "text": [ | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1", | |
| "Set 1" | |
| ], | |
| "type": "scatter", | |
| "uid": "00f6665a-43d9-4937-afe7-938150de6544", | |
| "x": { | |
| "dtype": "int32", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| }, | |
| "y": { | |
| "dtype": "float64", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| } | |
| }, | |
| { | |
| "hoverlabel": { | |
| "namelength": 0 | |
| }, | |
| "hovertemplate": "<b>%{text}</b>:<br>X: %{x}<br>Y: %{y:.2f}</br>", | |
| "line": { | |
| "color": "darkturquoise", | |
| "width": 2 | |
| }, | |
| "mode": "lines", | |
| "name": "Set 2", | |
| "opacity": 1, | |
| "showlegend": true, | |
| "text": [ | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2" | |
| ], | |
| "type": "scatter", | |
| "uid": "9a3705e8-3f51-465c-a0eb-f2eeb12f39ff", | |
| "x": { | |
| "dtype": "int32", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| }, | |
| "y": { | |
| "dtype": "float64", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| } | |
| }, | |
| { | |
| "hoverlabel": { | |
| "namelength": 0 | |
| }, | |
| "hovertemplate": "<b>%{text}</b>:<br>X: %{x}<br>Y: %{y:.2f}</br>", | |
| "line": { | |
| "color": "darkturquoise", | |
| "width": 2 | |
| }, | |
| "mode": "lines", | |
| "name": "Set 2", | |
| "opacity": 1, | |
| "showlegend": false, | |
| "text": [ | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2", | |
| "Set 2" | |
| ], | |
| "type": "scatter", | |
| "uid": "96626d79-bcc7-46c2-b340-b2773e47c7ab", | |
| "x": { | |
| "dtype": "int32", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| }, | |
| "y": { | |
| "dtype": "float64", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| } | |
| }, | |
| { | |
| "hoverlabel": { | |
| "namelength": 0 | |
| }, | |
| "hovertemplate": "<b>%{text}</b>:<br>X: %{x}<br>Y: %{y:.2f}</br>", | |
| "line": { | |
| "color": "lime", | |
| "width": 2 | |
| }, | |
| "mode": "lines", | |
| "name": "Set 3", | |
| "opacity": 1, | |
| "showlegend": true, | |
| "text": [ | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3" | |
| ], | |
| "type": "scatter", | |
| "uid": "614473e0-ac38-4cff-b20c-6b86d5b9914c", | |
| "x": { | |
| "dtype": "int32", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| }, | |
| "y": { | |
| "dtype": "float64", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| } | |
| }, | |
| { | |
| "hoverlabel": { | |
| "namelength": 0 | |
| }, | |
| "hovertemplate": "<b>%{text}</b>:<br>X: %{x}<br>Y: %{y:.2f}</br>", | |
| "line": { | |
| "color": "lime", | |
| "width": 2 | |
| }, | |
| "mode": "lines", | |
| "name": "Set 3", | |
| "opacity": 1, | |
| "showlegend": false, | |
| "text": [ | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3", | |
| "Set 3" | |
| ], | |
| "type": "scatter", | |
| "uid": "c49fde33-af48-4fd4-8bc7-76397a10c7be", | |
| "x": { | |
| "dtype": "int32", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| }, | |
| "y": { | |
| "dtype": "float64", | |
| "shape": [ | |
| 10 | |
| ], | |
| "value": {} | |
| } | |
| }, | |
| { | |
| "hoverlabel": { | |
| "namelength": 0 | |
| }, | |
| "hovertemplate": "<b>%{text}</b>:<br>X: %{x}<br>Y: %{y:.2f}</br>", | |
| "line": { | |
| "color": "lime", | |
| "width": 2 | |
| }, | |
| "mode": "lines", | |
| "name": "Set 3", | |
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| } |
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