#!/usr/bin/env python2
'''Serving dynamic images with Pandas and matplotlib (using flask).'''
import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
from cStringIO import StringIO
import base64
from flask import Flask
app = Flask(__name__)
html = '''
'''
@app.route("/")
def hello():
df = pd.DataFrame(
{'y':np.random.randn(10), 'z':np.random.randn(10)},
index=pd.period_range('1-2000',periods=10),
)
fig = plt.figure()
ax = fig.add_subplot(1, 1, 1)
df.plot(ax=ax)
io = StringIO()
fig.savefig(io, format='png')
data = base64.encodestring(io.getvalue())
return html.format(data)
if __name__ == '__main__':
app.run()