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Plot data with flask and matplotlib
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#!/usr/bin/env python | |
# Install dependencies, preferably in a virtualenv: | |
# | |
# pip install flask matplotlib | |
# | |
# Run the development server: | |
# | |
# python app.py | |
# | |
# Go to http://localhost:5000/plot.png and see a plot of random data. | |
# | |
# based on https://gist.github.com/rduplain/1641344 | |
import random | |
import cStringIO | |
from flask import Flask, make_response, request | |
from matplotlib.backends.backend_agg import FigureCanvasAgg as FigureCanvas | |
from matplotlib.figure import Figure | |
app = Flask(__name__) | |
@app.route('/') | |
def root() : | |
return "<form action='/plot.png' method='post'><input type='text' name='data'><input type='submit' value='submit'>" | |
@app.route('/plot.png', methods = ['GET', 'POST']) | |
def plot() : | |
fig = Figure() | |
axis = fig.add_subplot(1, 1, 1) | |
if request.method == 'GET' : | |
xs = range(100) | |
ys = [random.randint(1, 50) for x in xs] | |
if request.method == 'POST' : | |
# assuming posted data looks like '3.3,5.3,6.13,33.4' | |
ys = map( float, request.form['data'].strip().split(',') ) | |
xs = range(len(ys)) | |
axis.plot(xs, ys) | |
canvas = FigureCanvas(fig) | |
output = cStringIO.StringIO() | |
canvas.print_png(output) | |
response = make_response(output.getvalue()) | |
response.mimetype = 'image/png' | |
return response | |
if __name__ == '__main__': | |
app.run(debug=True) |
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