web/views/plots.py
author Aurelien Campeas <aurelien.campeas@logilab.fr>
Wed, 21 Oct 2009 11:34:11 +0200
branchstable
changeset 3767 03924de0014d
parent 3714 3cb7dcd9ae77
child 3720 5376aaadd16b
child 3785 78909a156011
permissions -rw-r--r--
reledit: stuff the value into its own div and properly hide it when necessary (but dont lump it with the landingzone div for it switches the form on when one clicks on a value to traverse it)
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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"""basic plot views
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:organization: Logilab
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:copyright: 2007-2009 LOGILAB S.A. (Paris, FRANCE), license is LGPL.
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:contact: http://www.logilab.fr/ -- mailto:contact@logilab.fr
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:license: GNU Lesser General Public License, v2.1 - http://www.gnu.org/licenses
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"""
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__docformat__ = "restructuredtext en"
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import os
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import time
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from simplejson import dumps
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from logilab.common import flatten
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from logilab.mtconverter import xml_escape
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from cubicweb.utils import make_uid, UStringIO, datetime2ticks
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from cubicweb.appobject import objectify_selector
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from cubicweb.web.views import baseviews
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@objectify_selector
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def at_least_two_columns(cls, req, rset=None, *args, **kwargs):
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    if not rset:
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        return 0
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    return len(rset.rows[0]) >= 2
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@objectify_selector
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def all_columns_are_numbers(cls, req, rset=None, *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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    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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@objectify_selector
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def second_column_is_number(cls, req, rset=None, *args, **kwargs):
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    etype = rset.description[0][1]
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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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@objectify_selector
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def columns_are_date_then_numbers(cls, req, rset=None, *args, **kwargs):
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    etypes = rset.description[0]
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    if etypes[0] not in ('Date', 'Datetime'):
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        return 0
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    for etype in etypes[1:]:
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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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def filterout_nulls(abscissa, plot):
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    filtered = []
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    for x, y in zip(abscissa, plot):
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        if x is None or y is None:
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            continue
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        filtered.append( (x, y) )
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    return sorted(filtered)
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class PlotWidget(object):
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    # XXX refactor with cubicweb.web.views.htmlwidgets.HtmlWidget
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    def _initialize_stream(self, w=None):
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        if w:
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            self.w = w
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        else:
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            self._stream = UStringIO()
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            self.w = self._stream.write
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    def render(self, *args, **kwargs):
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        w = kwargs.pop('w', None)
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        self._initialize_stream(w)
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        self._render(*args, **kwargs)
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        if w is None:
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            return self._stream.getvalue()
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class FlotPlotWidget(PlotWidget):
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    """PlotRenderer widget using Flot"""
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    onload = u'''
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%(plotdefs)s
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jQuery.plot(jQuery("#%(figid)s"), [%(plotdata)s],
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    {points: {show: true},
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     lines: {show: true},
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     grid: {hoverable: true},
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     xaxis: {mode: %(mode)s}});
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jQuery("#%(figid)s").bind("plothover", onPlotHover);
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'''
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    def __init__(self, labels, plots, timemode=False):
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        self.labels = labels
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        self.plots = plots # list of list of couples
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        self.timemode = timemode
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    def dump_plot(self, plot):
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        # XXX for now, the only way that we have to customize properly
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        #     datetime labels on tooltips is to insert an additional column
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        #     cf. function onPlotHover in cubicweb.flot.js
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        if self.timemode:
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            plot = [(datetime2ticks(x), y, datetime2ticks(x)) for x,y in plot]
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        return dumps(plot)
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    def _render(self, req, width=500, height=400):
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        # XXX IE requires excanvas.js
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        req.add_js( ('jquery.flot.js', 'cubicweb.flot.js', 'excanvas.js') )
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        figid = u'figure%s' % req.varmaker.next()
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        plotdefs = []
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        plotdata = []
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        self.w(u'<div id="%s" style="width: %spx; height: %spx;"></div>' %
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               (figid, width, height))
1891
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        for idx, (label, plot) in enumerate(zip(self.labels, self.plots)):
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            plotid = '%s_%s' % (figid, idx)
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            plotdefs.append('var %s = %s;' % (plotid, self.dump_plot(plot)))
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parents: 3689
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            # XXX ugly but required in order to not crash my demo
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            plotdata.append("{label: '%s', data: %s}" % (label.replace(u'&', u''), plotid))
1891
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        req.html_headers.add_onload(self.onload %
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                                    {'plotdefs': '\n'.join(plotdefs),
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                                     'figid': figid,
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                                     'plotdata': ','.join(plotdata),
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                                     'mode': self.timemode and "'time'" or 'null'})
1892
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1891
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   123
1888
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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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    __select__ = at_least_two_columns() & all_columns_are_numbers()
1891
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    timemode = False
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parents:
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1888
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    def call(self, width=500, height=400):
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        # prepare data
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        rqlst = self.rset.syntax_tree()
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        # XXX try to make it work with unions
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   134
        varnames = [var.name for var in rqlst.children[0].get_selected_variables()][1:]
1891
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        abscissa = [row[0] for row in self.rset]
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   136
        plots = []
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   137
        nbcols = len(self.rset.rows[0])
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   138
        for col in xrange(1, nbcols):
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            data = [row[col] for row in self.rset]
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parents: 1977
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   140
            plots.append(filterout_nulls(abscissa, data))
1891
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        plotwidget = FlotPlotWidget(varnames, plots, timemode=self.timemode)
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        plotwidget.render(self.req, width, height, w=self.w)
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parents:
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1888
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class TimeSeriePlotView(PlotView):
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   146
    __select__ = at_least_two_columns() & columns_are_date_then_numbers()
1891
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    timemode = True
1886
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   148
1892
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1886
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diff changeset
   150
try:
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    from GChartWrapper import Pie, Pie3D
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   152
except ImportError:
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   153
    pass
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   154
else:
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diff changeset
   155
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   156
    class PieChartWidget(PlotWidget):
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        def __init__(self, labels, values, pieclass=Pie, title=None):
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            self.labels = labels
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            self.values = values
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            self.pieclass = pieclass
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   161
            self.title = title
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diff changeset
   162
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   163
        def _render(self, width=None, height=None):
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   164
            piechart = self.pieclass(self.values)
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   165
            piechart.label(*self.labels)
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diff changeset
   166
            if width is not None:
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   167
                height = height or width
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   168
                piechart.size(width, height)
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parents: 1891
diff changeset
   169
            if self.title:
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diff changeset
   170
                piechart.title(self.title)
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parents: 2161
diff changeset
   171
            self.w(u'<img src="%s" />' % xml_escape(piechart.url))
1892
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1886
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   173
    class PieChartView(baseviews.AnyRsetView):
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   174
        id = 'piechart'
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   175
        pieclass = Pie
1892
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diff changeset
   176
1888
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diff changeset
   177
        __select__ = at_least_two_columns() & second_column_is_number()
1886
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1956
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parents: 1911
diff changeset
   179
        def _guess_vid(self, row):
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            etype = self.rset.description[row][0]
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parents: 3338
diff changeset
   181
            if self.schema.eschema(etype).final:
1956
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   182
                return 'final'
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diff changeset
   183
            return 'textincontext'
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diff changeset
   184
1886
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diff changeset
   185
        def call(self, title=None, width=None, height=None):
1956
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diff changeset
   186
            labels = []
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diff changeset
   187
            values = []
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diff changeset
   188
            for rowidx, (_, value) in enumerate(self.rset):
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diff changeset
   189
                if value is not None:
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parents: 1911
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   190
                    vid = self._guess_vid(rowidx)
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diff changeset
   191
                    label = '%s: %s' % (self.view(vid, self.rset, row=rowidx, col=0),
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diff changeset
   192
                                        value)
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diff changeset
   193
                    labels.append(label.encode(self.req.encoding))
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diff changeset
   194
                    values.append(value)
1892
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parents: 1891
diff changeset
   195
            pie = PieChartWidget(labels, values, pieclass=self.pieclass,
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diff changeset
   196
                                 title=title)
1886
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diff changeset
   197
            if width is not None:
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   198
                height = height or width
1892
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diff changeset
   199
            pie.render(width, height, w=self.w)
1886
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diff changeset
   200
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diff changeset
   201
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   202
    class PieChart3DView(PieChartView):
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        id = 'piechart3D'
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        pieclass = Pie3D