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feat(matplotlib) Added matplotlib page

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Walker Waylon Scott 2017-05-21 10:48:38 -05:00
parent 129e98b383
commit 6bec8d8f25
5 changed files with 494 additions and 8 deletions
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81
app/app.py
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@ -1,8 +1,13 @@
import os
from flask import Flask, render_template, g, jsonify, request
import io
import base64 as b64
from flask import Flask, render_template, g, jsonify, request, redirect
import pandas as pd
import settings
from random import choice
import matplotlib.pyplot as plt
from matplotlib.pyplot import rcParams
from flask_wtf import FlaskForm
from wtforms import StringField, SelectField
@ -13,20 +18,81 @@ df['Year'] = df['Year'].str[4:].astype(int)
df2 = df.groupby(['Year', 'Nation']).sum().unstack()
df2.columns = df2.columns.droplevel()
nations = df2.columns
choices = zip(nations, nations)
choices = list(zip(nations, nations))
images = ['mpl/' + nation for nation in df2.columns]
images = list(zip(images, images))
app = Flask(__name__)
app.config['SECRET_KEY'] = 'secretkey'
rcParams['lines.linewidth'] = 1
rcParams["font.family"] = "Tunga"
rcParams['font.size'] = 14
rcParams['axes.labelsize'] = 12
rcParams['xtick.labelsize'] = 12
rcParams['ytick.labelsize'] = 12
rcParams['font.size'] = 14
rcParams['figure.titlesize'] = 18
rcParams['axes.titlesize'] = 18
rcParams['legend.fontsize'] = 12
rcParams['figure.figsize'] = (8, 5)
class MyForm(FlaskForm):
nation = SelectField('nation', choices=choices)
class MplForm(FlaskForm):
nation = SelectField('nation', choices=images)
def hide_spines(ax, alpha=0.4):
ax.spines['top'].set_visible(False)
ax.spines['right'].set_visible(False)
ax.spines['left'].set_alpha(alpha)
ax.spines['bottom'].set_alpha(alpha)
def fig_to_html(fig):
"""
converts a matplotlib figure into an html image
@app.route('/', methods=['GET', 'POST'])
:param fig: matplotlibe figure object
:returns: STR html string
"""
buf = io.BytesIO()
fig.savefig(buf, format='png')
img = ('data:image/png;base64,{}'
.format(b64.b64encode(buf.getvalue()))
.replace("b'",'')
.replace("'",''))
return img
@app.route('/')
def index():
global nations
return redirect('/home')
@app.route('/home')
def home():
return render_template('home.html')
@app.route('/matplotlib', methods=['GET', 'POST'])
def matplotlib_plot():
form = MyForm()
head_scripts = render_template('chartist_head_scripts.html')
body = render_template('matplotlib.html', form=form)
scripts = render_template('matplotlib.js')
return render_template('home.html',head_scripts=head_scripts, body=body, scripts=scripts)
@app.route('/chartist', methods=['GET', 'POST'])
def chartist():
form = MyForm()
head_scripts = render_template('chartist_head_scripts.html')
body = render_template('chartist.html', form=form)
scripts = render_template('chartist.js')
return render_template('home.html', head_scripts=head_scripts, body=body, scripts=scripts)
@app.route('/chartist1', methods=['GET', 'POST'])
def chartist1():
form = MyForm()
return render_template('chart.html', form=form)
@ -36,6 +102,13 @@ def data(nation):
data = '{' + 'labels:{}, series: {}'.format(df2.index.astype(int).tolist(), df2[nation].astype(float).tolist()) + '}'
return jsonify({'results':df2[nation].astype(float).tolist(), 'labels':df2.index.astype(float).tolist()})
@app.route('/mpl/<string:nation>')
def mpl(nation):
fig, ax = plt.subplots()
df2[nation].astype(float).plot(ax=ax, color='#D95D39', title=nation + ' population')
hide_spines(ax)
return jsonify({'src': fig_to_html(ax.figure)})
if __name__ == '__main__':
port = int(os.environ.get("PORT", 5000))
app.run(host='0.0.0.0', port=port)

51
app/templates/home.html Normal file
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@ -0,0 +1,51 @@
<!DOCTYPE html>
<html>
<head>
{{ head_scripts | safe}}
<style>
body {margin:0;}
.topnav {
overflow: hidden;
background-color: #1F271B;
}
.topnav a {
float: left;
display: block;
color: #f2f2f2;
text-align: center;
padding: 14px 16px;
text-decoration: none;
font-size: 17px;
}
.topnav a:hover {
background-color: #ddd;
color: black;
}
.topnav a.active {
background-color: #D95D39;
color: white;
}
</style>
</head>
<body>
<div class="topnav">
<a class="active" href="#home">Home</a>
<a href="/home">Home</a>
<a href="/chartist">Chartist</a>
<a href="/matplotlib">Matplotlib</a>
</div>
{{ body | safe}}
</body>
<script>
{{ scripts | safe}}
</script>
</html>

21
app/templates/matplotlib.html Normal file
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@ -0,0 +1,21 @@
{% from "_render_field.html" import render_field %}
<h1>Population by Nation</h1><br>
data from
<a href="https://data.world/nrippner/population-by-country1980-2010">data.world</a>
<br><br>
Created with Flask and matplotlib
<span class='nation' value='nation'></span>
<fieldset>
<legend>World Population</legend>
{{ render_field(form.nation) }}
<img src="" name="population">
</div>

11
app/templates/matplotlib.js Normal file
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@ -0,0 +1,11 @@
function updateChartSrc(){
var nation = $("#nation option:selected").text()
var updatedData = $.get('/mpl/'.concat(nation));
updatedData.done(function(results){
$("img[name=population]").attr("src", results.src)
});
}
$("#nation").on('change', updateChartSrc);

338
notebooks/data exploration.ipynb
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