web/views/plots.py
author Sylvain Thénault <sylvain.thenault@logilab.fr>
Wed, 02 Dec 2009 17:39:56 +0100
branchstable
changeset 3975 569771016abb
parent 3785 78909a156011
child 3890 d7a270f50f54
child 4209 8712d699beb2
permissions -rw-r--r--
add a fourth item to 'view box' defintion, dispctrl, so that we can later globally sort all boxes instead of having view boxes before component boxes. 'view' boxes order is configured through uicfg.primaryview_display_ctrl, 'component' boxes order through the cwproperty system.
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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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   115
            # 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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   118
                                    {'plotdefs': '\n'.join(plotdefs),
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                                     'figid': figid,
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                                     'plotdata': ','.join(plotdata),
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   121
                                     'mode': self.timemode and "'time'" or 'null'},
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   122
                                    jsoncall=req.form.get('jsoncall', False))
1892
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   123
1891
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   124
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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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   129
    timemode = False
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parents:
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1888
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   131
    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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   135
        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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   137
        plots = []
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diff changeset
   138
        nbcols = len(self.rset.rows[0])
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   139
        for col in xrange(1, nbcols):
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            data = [row[col] for row in self.rset]
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8a9d8f1ee100 bugfix for plots
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parents: 1977
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   141
            plots.append(filterout_nulls(abscissa, data))
1891
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        plotwidget = FlotPlotWidget(varnames, plots, timemode=self.timemode)
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   143
        plotwidget.render(self.req, width, height, w=self.w)
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parents:
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   144
1888
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parents: 1886
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   145
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   146
class TimeSeriePlotView(PlotView):
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   147
    __select__ = at_least_two_columns() & columns_are_date_then_numbers()
1891
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    timemode = True
1886
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parents: 1133
diff changeset
   149
1892
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   150
1886
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diff changeset
   151
try:
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   152
    from GChartWrapper import Pie, Pie3D
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   153
except ImportError:
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   154
    pass
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   155
else:
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diff changeset
   156
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   157
    class PieChartWidget(PlotWidget):
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   158
        def __init__(self, labels, values, pieclass=Pie, title=None):
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   159
            self.labels = labels
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   160
            self.values = values
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   161
            self.pieclass = pieclass
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   162
            self.title = title
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parents: 1891
diff changeset
   163
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diff changeset
   164
        def _render(self, width=None, height=None):
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diff changeset
   165
            piechart = self.pieclass(self.values)
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parents: 1891
diff changeset
   166
            piechart.label(*self.labels)
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parents: 1891
diff changeset
   167
            if width is not None:
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diff changeset
   168
                height = height or width
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diff changeset
   169
                piechart.size(width, height)
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parents: 1891
diff changeset
   170
            if self.title:
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parents: 1891
diff changeset
   171
                piechart.title(self.title)
2312
af4d8f75c5db use xml_escape
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parents: 2161
diff changeset
   172
            self.w(u'<img src="%s" />' % xml_escape(piechart.url))
1892
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diff changeset
   173
1886
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   174
    class PieChartView(baseviews.AnyRsetView):
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   175
        id = 'piechart'
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   176
        pieclass = Pie
1892
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diff changeset
   177
1888
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parents: 1886
diff changeset
   178
        __select__ = at_least_two_columns() & second_column_is_number()
1886
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diff changeset
   179
1956
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Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   180
        def _guess_vid(self, row):
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parents: 1911
diff changeset
   181
            etype = self.rset.description[row][0]
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deb13e88e037 follow yams 0.25 api changes to improve performance
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parents: 3338
diff changeset
   182
            if self.schema.eschema(etype).final:
1956
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
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diff changeset
   183
                return 'final'
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parents: 1911
diff changeset
   184
            return 'textincontext'
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diff changeset
   185
1886
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parents: 1133
diff changeset
   186
        def call(self, title=None, width=None, height=None):
1956
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diff changeset
   187
            labels = []
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   188
            values = []
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diff changeset
   189
            for rowidx, (_, value) in enumerate(self.rset):
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diff changeset
   190
                if value is not None:
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parents: 1911
diff changeset
   191
                    vid = self._guess_vid(rowidx)
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diff changeset
   192
                    label = '%s: %s' % (self.view(vid, self.rset, row=rowidx, col=0),
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diff changeset
   193
                                        value)
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parents: 1911
diff changeset
   194
                    labels.append(label.encode(self.req.encoding))
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parents: 1911
diff changeset
   195
                    values.append(value)
1892
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parents: 1891
diff changeset
   196
            pie = PieChartWidget(labels, values, pieclass=self.pieclass,
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parents: 1891
diff changeset
   197
                                 title=title)
1886
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parents: 1133
diff changeset
   198
            if width is not None:
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diff changeset
   199
                height = height or width
1892
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diff changeset
   200
            pie.render(width, height, w=self.w)
1886
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parents: 1133
diff changeset
   201
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diff changeset
   202
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diff changeset
   203
    class PieChart3DView(PieChartView):
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        id = 'piechart3D'
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        pieclass = Pie3D