web/views/plots.py
author Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
Wed, 05 Nov 2008 15:52:50 +0100
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import os
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from logilab.common import flatten
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from cubicweb.web.views import baseviews
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def plot_selector(cls, req, rset, *args, **kwargs):
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    """accept result set with at least one line and two columns of result
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    all columns after second must be of numerical types"""
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    if rset is None:
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        return 0
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    if not len(rset):
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        return 0
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    if len(rset.rows[0]) < 2:
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        return 0
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    for etype in rset.description[0]:
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        if etype not in ('Int', 'Float'):
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            return 0
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    return 1
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try:
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    import matplotlib
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    import sys
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    if 'matplotlib.backends' not in sys.modules:
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        matplotlib.use('Agg')
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    from matplotlib.ticker import FormatStrFormatter
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    from pylab import figure, show
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except ImportError:
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    pass
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else:
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    class PlotView(baseviews.AnyRsetView):
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        id = 'plot'
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        title = _('generic plot')
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        binary = True
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        content_type = 'image/png'
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        _plot_count = 0
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        __selectors__ = (plot_selector,)
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        def call(self, width=None, height=None):
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            # compute dimensions
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            if width is None:
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                if 'width' in self.req.form:
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                    width = int(self.req.form['width'])
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                else:
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                    width = 500
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            if height is None:
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                if 'height' in self.req.form:
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                    height = int(self.req.form['height'])
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                else:
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                    height = 400
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            dpi = 100.
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            # compute data
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            abscisses = [row[0] for row in self.rset]
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            courbes = []
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            nbcols = len(self.rset.rows[0])
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            for col in range(1,nbcols):
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                courbe = [row[col] for row in self.rset]
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                courbes.append(courbe)
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            if not courbes:
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                raise Exception('no data')
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            # plot data
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            fig = figure(figsize=(width/dpi, height/dpi), dpi=dpi)
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            ax = fig.add_subplot(111)
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            colors = 'brgybrgy'
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            try:
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                float(abscisses[0])
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                xlabels = None
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            except ValueError:
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                xlabels = abscisses
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                abscisses = range(len(xlabels))
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            for idx,courbe in enumerate(courbes):
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                ax.plot(abscisses, courbe, '%sv-' % colors[idx], label=self.rset.description[0][idx+1])
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            ax.autoscale_view()
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            alldata = flatten(courbes)
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            m, M = min(alldata or [0]), max(alldata or [1])
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            if m is None: m = 0
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            if M is None: M = 0
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            margin = float(M-m)/10
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            ax.set_ylim(m-margin, M+margin)
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            ax.grid(True)
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            ax.legend(loc='best')
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            if xlabels is not None:
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                ax.set_xticks(abscisses)
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                ax.set_xticklabels(xlabels)
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            try:
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                fig.autofmt_xdate()
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            except AttributeError:
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                # XXX too old version of matplotlib. Ignore safely.
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                pass
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            # save plot
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            filename = self.build_figname()
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            fig.savefig(filename, dpi=100)
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            img = open(filename, 'rb')
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            self.w(img.read())
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            img.close()
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            os.remove(filename)
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        def build_figname(self):
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            self.__class__._plot_count += 1
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            return '/tmp/burndown_chart_%s_%d.png' % (self.config.appid, self.__class__._plot_count)