import os
from logilab.common import flatten
from cubicweb.web.views import baseviews
def plot_selector(cls, req, rset, *args, **kwargs):
"""accept result set with at least one line and two columns of result
all columns after second must be of numerical types"""
if rset is None:
return 0
if not len(rset):
return 0
if len(rset.rows[0]) < 2:
return 0
for etype in rset.description[0]:
if etype not in ('Int', 'Float'):
return 0
return 1
try:
import matplotlib
import sys
if 'matplotlib.backends' not in sys.modules:
matplotlib.use('Agg')
from matplotlib.ticker import FormatStrFormatter
from pylab import figure, show
except ImportError:
pass
else:
class PlotView(baseviews.AnyRsetView):
id = 'plot'
title = _('generic plot')
binary = True
content_type = 'image/png'
_plot_count = 0
__selectors__ = (plot_selector,)
def call(self, width=None, height=None):
# compute dimensions
if width is None:
if 'width' in self.req.form:
width = int(self.req.form['width'])
else:
width = 500
if height is None:
if 'height' in self.req.form:
height = int(self.req.form['height'])
else:
height = 400
dpi = 100.
# compute data
abscisses = [row[0] for row in self.rset]
courbes = []
nbcols = len(self.rset.rows[0])
for col in range(1,nbcols):
courbe = [row[col] for row in self.rset]
courbes.append(courbe)
if not courbes:
raise Exception('no data')
# plot data
fig = figure(figsize=(width/dpi, height/dpi), dpi=dpi)
ax = fig.add_subplot(111)
colors = 'brgybrgy'
try:
float(abscisses[0])
xlabels = None
except ValueError:
xlabels = abscisses
abscisses = range(len(xlabels))
for idx,courbe in enumerate(courbes):
ax.plot(abscisses, courbe, '%sv-' % colors[idx], label=self.rset.description[0][idx+1])
ax.autoscale_view()
alldata = flatten(courbes)
m, M = min(alldata or [0]), max(alldata or [1])
if m is None: m = 0
if M is None: M = 0
margin = float(M-m)/10
ax.set_ylim(m-margin, M+margin)
ax.grid(True)
ax.legend(loc='best')
if xlabels is not None:
ax.set_xticks(abscisses)
ax.set_xticklabels(xlabels)
try:
fig.autofmt_xdate()
except AttributeError:
# XXX too old version of matplotlib. Ignore safely.
pass
# save plot
filename = self.build_figname()
fig.savefig(filename, dpi=100)
img = open(filename, 'rb')
self.w(img.read())
img.close()
os.remove(filename)
def build_figname(self):
self.__class__._plot_count += 1
return '/tmp/burndown_chart_%s_%d.png' % (self.config.appid, self.__class__._plot_count)