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fcollonval/javascript-extension.ipynb

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Last active September 22, 2021 09:17
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javascript-extension.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# javascript-extension"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Running Javascript from a notebook in JupyterLab\n",
"\n",
"We can use `IPython.display.Javascript`:"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"console.log(\"hello\");"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import Javascript\n",
"\n",
"Javascript('console.log(\"hello\");')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can also use the `%%javascript` magic provided by ipython:"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
" console.log('hello')"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%javascript\n",
" console.log('hello')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Globals\n",
"\n",
"javascript-extension exposes the folloiwing globals:\n",
"\n",
"* `window`\n",
"* `document`\n",
"* `element`: The DOM node of the cell's output\n",
"\n",
"We can access properties on `window`:"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
" console.log(window.location.href)"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%javascript\n",
" console.log(window.location.href)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can append elements to the output element:"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
" element.innerHTML = '<pre>hello</pre>'"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%javascript\n",
" element.innerHTML = '<pre>hello</pre>'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Using Javascript libraries\n",
"\n",
"We can add d3.js to the _window_:"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
" var script = document.createElement('script');\n",
" script.type = 'text/javascript';\n",
" script.src = '//cdnjs.cloudflare.com/ajax/libs/d3/4.13.0/d3.js';\n",
" document.head.appendChild(script);\n",
" console.log(window.d3)"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%javascript\n",
" var script = document.createElement('script');\n",
" script.type = 'text/javascript';\n",
" script.src = '//cdnjs.cloudflare.com/ajax/libs/d3/4.13.0/d3.js';\n",
" document.head.appendChild(script);\n",
" console.log(window.d3)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can use d3.js to append an svg animation to the output:"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"\n",
"var svg = d3.select(element)\n",
" .append(\"svg\")\n",
" .attr(\"width\", 300)\n",
" .attr(\"height\", 300); \n",
"\n",
"svg.append(\"circle\")\n",
" .style(\"stroke\", \"gray\")\n",
" .style(\"fill\", \"cyan\")\n",
" .attr(\"r\", 130)\n",
" .attr(\"cx\", 150)\n",
" .attr(\"cy\", 150)\n",
" .transition()\n",
" .delay(100)\n",
" .duration(10000) \n",
" .attr(\"r\", 10)\n",
" .attr(\"cx\", 150)\n",
" .style(\"fill\", \"blue\"); \n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"svg_script = '''\n",
"var svg = d3.select(element)\n",
" .append(\"svg\")\n",
" .attr(\"width\", 300)\n",
" .attr(\"height\", 300); \n",
"\n",
"svg.append(\"circle\")\n",
" .style(\"stroke\", \"gray\")\n",
" .style(\"fill\", \"cyan\")\n",
" .attr(\"r\", 130)\n",
" .attr(\"cx\", 150)\n",
" .attr(\"cy\", 150)\n",
" .transition()\n",
" .delay(100)\n",
" .duration(10000) \n",
" .attr(\"r\", 10)\n",
" .attr(\"cx\", 150)\n",
" .style(\"fill\", \"blue\"); \n",
"'''\n",
"\n",
"Javascript(svg_script)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can use d3.js to visualize data (from a URL) to the output:"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"\n",
"var parseDate = d3.timeParse(\"%m/%d/%Y %H:%M:%S %p\"),\n",
" formatCount = d3.format(\",.0f\");\n",
"\n",
"var margin = {top: 10, right: 30, bottom: 30, left: 30},\n",
" width = 960 - margin.left - margin.right,\n",
" height = 500 - margin.top - margin.bottom;\n",
"\n",
"var x = d3.scaleTime()\n",
" .domain([new Date(2015, 0, 1), new Date(2016, 0, 1)])\n",
" .rangeRound([0, width]);\n",
"\n",
"var y = d3.scaleLinear()\n",
" .range([height, 0]);\n",
"\n",
"var histogram = d3.histogram()\n",
" .value(function(d) { return d.date; })\n",
" .domain(x.domain())\n",
" .thresholds(x.ticks(d3.timeWeek));\n",
"\n",
"var svg = d3.select(element).append(\"svg\")\n",
" .attr(\"width\", width + margin.left + margin.right)\n",
" .attr(\"height\", height + margin.top + margin.bottom)\n",
" .append(\"g\")\n",
" .attr(\"transform\", \"translate(\" + margin.left + \",\" + margin.top + \")\");\n",
"\n",
"svg.append(\"g\")\n",
" .attr(\"class\", \"axis axis--x\")\n",
" .attr(\"transform\", \"translate(0,\" + height + \")\")\n",
" .call(d3.axisBottom(x));\n",
"\n",
"d3.csv(\"https://gist.githubusercontent.com/mbostock/b2fee5dae98555cf78c9e4c5074b87c3/raw/ef984920d0d607ab06af4b5a325d09cbd6c43bd5/homicides.csv\", type, function(error, data) {\n",
" if (error) throw error;\n",
"\n",
" var bins = histogram(data);\n",
"\n",
" y.domain([0, d3.max(bins, function(d) { return d.length; })]);\n",
"\n",
" var bar = svg.selectAll(\".bar\")\n",
" .data(bins)\n",
" .enter().append(\"g\")\n",
" .attr(\"class\", \"bar\")\n",
" .attr(\"transform\", function(d) { return \"translate(\" + x(d.x0) + \",\" + y(d.length) + \")\"; });\n",
"\n",
" bar.append(\"rect\")\n",
" .attr(\"x\", 1)\n",
" .attr(\"width\", function(d) { return x(d.x1) - x(d.x0) - 1; })\n",
" .attr(\"height\", function(d) { return height - y(d.length); });\n",
"\n",
" bar.append(\"text\")\n",
" .attr(\"dy\", \".75em\")\n",
" .attr(\"y\", 6)\n",
" .attr(\"x\", function(d) { return (x(d.x1) - x(d.x0)) / 2; })\n",
" .attr(\"text-anchor\", \"middle\")\n",
" .text(function(d) { return formatCount(d.length); });\n",
"});\n",
"\n",
"function type(d) {\n",
" d.date = parseDate(d.date);\n",
" return d;\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"d3_script = '''\n",
"var parseDate = d3.timeParse(\"%m/%d/%Y %H:%M:%S %p\"),\n",
" formatCount = d3.format(\",.0f\");\n",
"\n",
"var margin = {top: 10, right: 30, bottom: 30, left: 30},\n",
" width = 960 - margin.left - margin.right,\n",
" height = 500 - margin.top - margin.bottom;\n",
"\n",
"var x = d3.scaleTime()\n",
" .domain([new Date(2015, 0, 1), new Date(2016, 0, 1)])\n",
" .rangeRound([0, width]);\n",
"\n",
"var y = d3.scaleLinear()\n",
" .range([height, 0]);\n",
"\n",
"var histogram = d3.histogram()\n",
" .value(function(d) { return d.date; })\n",
" .domain(x.domain())\n",
" .thresholds(x.ticks(d3.timeWeek));\n",
"\n",
"var svg = d3.select(element).append(\"svg\")\n",
" .attr(\"width\", width + margin.left + margin.right)\n",
" .attr(\"height\", height + margin.top + margin.bottom)\n",
" .append(\"g\")\n",
" .attr(\"transform\", \"translate(\" + margin.left + \",\" + margin.top + \")\");\n",
"\n",
"svg.append(\"g\")\n",
" .attr(\"class\", \"axis axis--x\")\n",
" .attr(\"transform\", \"translate(0,\" + height + \")\")\n",
" .call(d3.axisBottom(x));\n",
"\n",
"d3.csv(\"https://gist.githubusercontent.com/mbostock/b2fee5dae98555cf78c9e4c5074b87c3/raw/ef984920d0d607ab06af4b5a325d09cbd6c43bd5/homicides.csv\", type, function(error, data) {\n",
" if (error) throw error;\n",
"\n",
" var bins = histogram(data);\n",
"\n",
" y.domain([0, d3.max(bins, function(d) { return d.length; })]);\n",
"\n",
" var bar = svg.selectAll(\".bar\")\n",
" .data(bins)\n",
" .enter().append(\"g\")\n",
" .attr(\"class\", \"bar\")\n",
" .attr(\"transform\", function(d) { return \"translate(\" + x(d.x0) + \",\" + y(d.length) + \")\"; });\n",
"\n",
" bar.append(\"rect\")\n",
" .attr(\"x\", 1)\n",
" .attr(\"width\", function(d) { return x(d.x1) - x(d.x0) - 1; })\n",
" .attr(\"height\", function(d) { return height - y(d.length); });\n",
"\n",
" bar.append(\"text\")\n",
" .attr(\"dy\", \".75em\")\n",
" .attr(\"y\", 6)\n",
" .attr(\"x\", function(d) { return (x(d.x1) - x(d.x0)) / 2; })\n",
" .attr(\"text-anchor\", \"middle\")\n",
" .text(function(d) { return formatCount(d.length); });\n",
"});\n",
"\n",
"function type(d) {\n",
" d.date = parseDate(d.date);\n",
" return d;\n",
"}\n",
"'''\n",
"\n",
"Javascript(d3_script)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Use d3.js to visualize data (from Python) to the output:"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"\n",
"var parseDate = d3.timeParse(\"%m/%d/%Y %H:%M:%S %p\"),\n",
" formatCount = d3.format(\",.0f\");\n",
"\n",
"var margin = {top: 10, right: 30, bottom: 30, left: 30},\n",
" width = 960 - margin.left - margin.right,\n",
" height = 500 - margin.top - margin.bottom;\n",
"\n",
"var x = d3.scaleTime()\n",
" .domain([new Date(2015, 0, 1), new Date(2016, 0, 1)])\n",
" .rangeRound([0, width]);\n",
"\n",
"var y = d3.scaleLinear()\n",
" .range([height, 0]);\n",
"\n",
"var histogram = d3.histogram()\n",
" .value(function(d) { return d.date; })\n",
" .domain(x.domain())\n",
" .thresholds(x.ticks(d3.timeWeek));\n",
"\n",
"var svg = d3.select(element).append(\"svg\")\n",
" .attr(\"width\", width + margin.left + margin.right)\n",
" .attr(\"height\", height + margin.top + margin.bottom)\n",
" .append(\"g\")\n",
" .attr(\"transform\", \"translate(\" + margin.left + \",\" + margin.top + \")\");\n",
"\n",
"svg.append(\"g\")\n",
" .attr(\"class\", \"axis axis--x\")\n",
" .attr(\"transform\", \"translate(0,\" + height + \")\")\n",
" .call(d3.axisBottom(x));\n",
" \n",
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"\n",
"var bins = histogram(data);\n",
"\n",
"y.domain([0, d3.max(bins, function(d) { return d.length; })]);\n",
"\n",
"var bar = svg.selectAll(\".bar\")\n",
" .data(bins)\n",
" .enter().append(\"g\")\n",
" .attr(\"class\", \"bar\")\n",
" .attr(\"transform\", function(d) { return \"translate(\" + x(d.x0) + \",\" + y(d.length) + \")\"; });\n",
"\n",
"bar.append(\"rect\")\n",
" .attr(\"x\", 1)\n",
" .attr(\"width\", function(d) { return x(d.x1) - x(d.x0) - 1; })\n",
" .attr(\"height\", function(d) { return height - y(d.length); });\n",
"\n",
"bar.append(\"text\")\n",
" .attr(\"dy\", \".75em\")\n",
" .attr(\"y\", 6)\n",
" .attr(\"x\", function(d) { return (x(d.x1) - x(d.x0)) / 2; })\n",
" .attr(\"text-anchor\", \"middle\")\n",
" .text(function(d) { return formatCount(d.length); });\n",
"\n",
"function type(d) {\n",
" d.date = parseDate(d.date);\n",
" return d;\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import pandas as pd\n",
"from string import Template\n",
"\n",
"data = pd.read_csv(\n",
" 'https://gist.githubusercontent.com/mbostock/b2fee5dae98555cf78c9e4c5074b87c3/raw/ef984920d0d607ab06af4b5a325d09cbd6c43bd5/homicides.csv', \n",
" parse_dates=[2],\n",
")\n",
"\n",
"d3_script = Template('''\n",
"var parseDate = d3.timeParse(\"%m/%d/%Y %H:%M:%S %p\"),\n",
" formatCount = d3.format(\",.0f\");\n",
"\n",
"var margin = {top: 10, right: 30, bottom: 30, left: 30},\n",
" width = 960 - margin.left - margin.right,\n",
" height = 500 - margin.top - margin.bottom;\n",
"\n",
"var x = d3.scaleTime()\n",
" .domain([new Date(2015, 0, 1), new Date(2016, 0, 1)])\n",
" .rangeRound([0, width]);\n",
"\n",
"var y = d3.scaleLinear()\n",
" .range([height, 0]);\n",
"\n",
"var histogram = d3.histogram()\n",
" .value(function(d) { return d.date; })\n",
" .domain(x.domain())\n",
" .thresholds(x.ticks(d3.timeWeek));\n",
"\n",
"var svg = d3.select(element).append(\"svg\")\n",
" .attr(\"width\", width + margin.left + margin.right)\n",
" .attr(\"height\", height + margin.top + margin.bottom)\n",
" .append(\"g\")\n",
" .attr(\"transform\", \"translate(\" + margin.left + \",\" + margin.top + \")\");\n",
"\n",
"svg.append(\"g\")\n",
" .attr(\"class\", \"axis axis--x\")\n",
" .attr(\"transform\", \"translate(0,\" + height + \")\")\n",
" .call(d3.axisBottom(x));\n",
" \n",
"var data = $data;\n",
"\n",
"var bins = histogram(data);\n",
"\n",
"y.domain([0, d3.max(bins, function(d) { return d.length; })]);\n",
"\n",
"var bar = svg.selectAll(\".bar\")\n",
" .data(bins)\n",
" .enter().append(\"g\")\n",
" .attr(\"class\", \"bar\")\n",
" .attr(\"transform\", function(d) { return \"translate(\" + x(d.x0) + \",\" + y(d.length) + \")\"; });\n",
"\n",
"bar.append(\"rect\")\n",
" .attr(\"x\", 1)\n",
" .attr(\"width\", function(d) { return x(d.x1) - x(d.x0) - 1; })\n",
" .attr(\"height\", function(d) { return height - y(d.length); });\n",
"\n",
"bar.append(\"text\")\n",
" .attr(\"dy\", \".75em\")\n",
" .attr(\"y\", 6)\n",
" .attr(\"x\", function(d) { return (x(d.x1) - x(d.x0)) / 2; })\n",
" .attr(\"text-anchor\", \"middle\")\n",
" .text(function(d) { return formatCount(d.length); });\n",
"\n",
"function type(d) {\n",
" d.date = parseDate(d.date);\n",
" return d;\n",
"}\n",
"''')\n",
"\n",
"Javascript(d3_script.substitute(data=data.to_json(orient='records')))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Running HTML with inline scripts from a notebook in JupyterLab\n",
"\n",
"We can use `IPython.display.HTML`:"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<span>Hello</span>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from IPython.display import HTML\n",
"\n",
"HTML('<span>Hello</span>')"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<script src=\"//cdnjs.cloudflare.com/ajax/libs/d3/4.13.0/d3.js\" type=\"text/javascript\" />"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 39,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HTML('<script src=\"//cdnjs.cloudflare.com/ajax/libs/d3/4.13.0/d3.js\" type=\"text/javascript\" />')"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div id=\"d3-circle-animation\"></div>\n",
"<script type=\"text/javascript\">\n",
"var svg = d3.select(\"#d3-circle-animation\")\n",
" .append(\"svg\")\n",
" .attr(\"width\", 300)\n",
" .attr(\"height\", 300); \n",
"\n",
"svg.append(\"circle\")\n",
" .style(\"stroke\", \"gray\")\n",
" .style(\"fill\", \"cyan\")\n",
" .attr(\"r\", 130)\n",
" .attr(\"cx\", 150)\n",
" .attr(\"cy\", 150)\n",
" .transition()\n",
" .delay(100)\n",
" .duration(10000) \n",
" .attr(\"r\", 10)\n",
" .attr(\"cx\", 150)\n",
" .style(\"fill\", \"blue\"); \n",
"\n",
"</script>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"svg_script = '''<div id=\"d3-circle-animation\"></div>\n",
"<script type=\"text/javascript\">\n",
"var svg = d3.select(\"#d3-circle-animation\")\n",
" .append(\"svg\")\n",
" .attr(\"width\", 300)\n",
" .attr(\"height\", 300); \n",
"\n",
"svg.append(\"circle\")\n",
" .style(\"stroke\", \"gray\")\n",
" .style(\"fill\", \"cyan\")\n",
" .attr(\"r\", 130)\n",
" .attr(\"cx\", 150)\n",
" .attr(\"cy\", 150)\n",
" .transition()\n",
" .delay(100)\n",
" .duration(10000) \n",
" .attr(\"r\", 10)\n",
" .attr(\"cx\", 150)\n",
" .style(\"fill\", \"blue\"); \n",
"\n",
"</script>'''\n",
"\n",
"HTML(svg_script)"
]
},
{
"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": "3.6.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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