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June 20, 2018 19:42
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Pyodide: The scientific stack in WebAssembly
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<!DOCTYPE html> | |
<html> | |
<head> | |
<meta charset="UTF-8"> | |
<title>Pyodide: The scientific stack in WebAssembly - iodide</title> | |
<link rel="stylesheet" type="text/css" href="iodide.iodide-server.css"> | |
</head> | |
<body> | |
<script id="jsmd" type="text/jsmd"> | |
%% meta | |
{ | |
"title": "Pyodide: The scientific stack in WebAssembly", | |
"languages": { | |
"js": { | |
"pluginType": "language", | |
"languageId": "js", | |
"displayName": "Javascript", | |
"codeMirrorMode": "javascript", | |
"module": "window", | |
"evaluator": "eval", | |
"keybinding": "j", | |
"url": "" | |
}, | |
"py": { | |
"languageId": "py", | |
"displayName": "python", | |
"codeMirrorMode": "python", | |
"keybinding": "p", | |
"url": "https://iodide.io/pyodide-demo/pyodide.js", | |
"module": "pyodide", | |
"evaluator": "runPython", | |
"pluginType": "language" | |
} | |
}, | |
"lastExport": "2018-06-20T19:39:17.876Z" | |
} | |
%% md | |
# Pyodide 🐍 | |
Data club presentation 2018-05-29 | |
%% plugin | |
{ | |
"languageId": "py", | |
"displayName": "python", | |
"codeMirrorMode": "python", | |
"keybinding": "p", | |
"url": "https://iodide.io/pyodide-demo/pyodide.js", | |
"module": "pyodide", | |
"evaluator": "runPython", | |
"pluginType": "language" | |
} | |
%% code {"language":"py"} | |
# python | |
import sys | |
sys.version | |
%% code {"language":"py"} | |
import antigravity | |
%% code {"language":"py"} | |
[0, 1, 32.0, 'foo', {'a': 10, 'b': '20'}] | |
%% md | |
## Using Javascript from Python | |
%% code {"language":"py"} | |
from js import document | |
document.body.style.backgroundColor = '#ff0000' | |
%% code {"language":"py"} | |
document.body.style.backgroundColor = '#ffffff' | |
%% code {"language":"py"} | |
from js import iodide | |
button = iodide.output.element('button') | |
button.textContent = "Click me!" | |
def onclick(evt): | |
print("click") | |
if document.body.style.backgroundColor == 'rgb(255, 255, 255)': | |
document.body.style.backgroundColor = '#ff0000' | |
else: | |
document.body.style.backgroundColor = '#ffffff' | |
button.addEventListener('click', onclick) | |
%% md | |
## Using Python from Javascript | |
%% code {"language":"py"} | |
# python | |
class Foo: | |
def __init__(self, val): | |
self.val = val | |
foo = Foo(42) | |
foo | |
%% js | |
// javascript | |
var foo = pyodide.pyimport("foo") | |
foo.val | |
%% md | |
## The Scientific libraries | |
Currently: numpy, pandas, matplotlib | |
%% js | |
pyodide.loadPackage('numpy') | |
%% code {"language":"py"} | |
import numpy as np | |
x = np.linspace(0, 2.0 * np.pi, 100) | |
y = np.sin(x) | |
y | |
%% js | |
pyodide.loadPackage('matplotlib') | |
%% code {"language":"py"} | |
from matplotlib import pyplot as plt | |
plt.figure() | |
plt.plot(x, y) | |
plt.show() | |
%% resource | |
https://cdn.plot.ly/plotly-latest.min.js | |
%% code {"language":"py"} | |
from js import Plotly | |
from js import iodide | |
Plotly.plot( | |
iodide.output.element('div'), | |
[{ 'y': y, 'x': x }], | |
) | |
%% md | |
## Other demos | |
- [benchmarks](http://droettboom.com/images/benchmark_improvement.svg) | |
- [matplotlib animation](https://iodide.io/pyodide-demo/matplotlib-sideload.html?sideload=https://matplotlib.org/examples/animation/rain.py) | |
- [Hipster Band Finder example](https://iodide.io/iodide-examples/hipster-band-finder.html) -- Using Pandas and Plotly together | |
- Running Pyodide inside of JupyterLab using [Jyve](https://github.com/deathbeds/jyve/pull/12) | |
</script> | |
<div id='page'></div> | |
<script src='iodide.iodide-server.js'></script> | |
</body> | |
</html> |
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