web/views/plots.py
author Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
Mon, 27 Feb 2012 17:02:31 +0100
changeset 8298 2a4bc6f75e9c
parent 8190 2a3c1b787688
child 10609 e2d8e81bfe68
permissions -rw-r--r--
[twisted] move out url logic from twisted (closes #2200593) Data, fck and static file are now served by cubicweb controller by default. Some hackish url rewriting is necessary to have them selected. This is necessary because cubicweb does not selection controller on multi level path. - 'Expires' header seems to conflict with Cache-Control set by HTTPCacheManger (don't know yet why HTTPCacheManager is involved here) mod_wsgi is now usable in simple cases (e.g. still requires persisten sessions).
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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# copyright 2003-2012 LOGILAB S.A. (Paris, FRANCE), all rights reserved.
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# contact http://www.logilab.fr/ -- mailto:contact@logilab.fr
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#
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# This file is part of CubicWeb.
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#
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# CubicWeb is free software: you can redistribute it and/or modify it under the
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# terms of the GNU Lesser General Public License as published by the Free
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# Software Foundation, either version 2.1 of the License, or (at your option)
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# any later version.
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#
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# CubicWeb is distributed in the hope that it will be useful, but WITHOUT
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# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
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# FOR A PARTICULAR PURPOSE.  See the GNU Lesser General Public License for more
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# details.
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#
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# You should have received a copy of the GNU Lesser General Public License along
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# with CubicWeb.  If not, see <http://www.gnu.org/licenses/>.
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"""basic plot views"""
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__docformat__ = "restructuredtext en"
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_ = unicode
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from logilab.common.date import datetime2ticks
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from logilab.common.deprecation import class_deprecated
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from logilab.common.registry import objectify_predicate
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from logilab.mtconverter import xml_escape
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from cubicweb.utils import UStringIO, json_dumps
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from cubicweb.predicates import multi_columns_rset
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from cubicweb.web.views import baseviews
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@objectify_predicate
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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', 'BigInt', 'Float'):
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            return 0
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    return 1
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@objectify_predicate
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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', 'BigInt', 'Float'):
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        return 0
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    return 1
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@objectify_predicate
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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', 'TZDatetime'):
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        return 0
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    for etype in etypes[1:]:
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        if etype not in ('Int', 'BigInt', '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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    def _render(self, *args, **kwargs):
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        raise NotImplementedError
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class FlotPlotWidget(PlotWidget):
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    """PlotRenderer widget using Flot"""
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    __metaclass__ = class_deprecated
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    __deprecation_warning__ = '[3.14] cubicweb.web.views.plots module is deprecated, use the jqplot cube instead'
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    onload = u"""
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var fig = jQuery('#%(figid)s');
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if (fig.attr('cubicweb:type') != 'prepared-plot') {
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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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         /*yaxis : {tickFormatter : suffixFormatter},*/
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         xaxis: {mode: %(mode)s}});
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    jQuery('#%(figid)s').data({mode: %(mode)s, dateformat: %(dateformat)s});
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    jQuery('#%(figid)s').bind('plothover', onPlotHover);
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    fig.attr('cubicweb:type','prepared-plot');
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}
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"""
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parents: 1888
diff changeset
   106
    def __init__(self, labels, plots, timemode=False):
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   107
        self.labels = labels
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parents: 1888
diff changeset
   108
        self.plots = plots # list of list of couples
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parents: 1888
diff changeset
   109
        self.timemode = timemode
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diff changeset
   110
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parents: 1888
diff changeset
   111
    def dump_plot(self, plot):
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parents: 1888
diff changeset
   112
        if self.timemode:
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d6366de1d0dc Display proper date in plot/flot (closes #1725589)
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parents: 7393
diff changeset
   113
            plot = [(datetime2ticks(x), y) for x, y in plot]
5940
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Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 5424
diff changeset
   114
        return json_dumps(plot)
1892
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parents: 1891
diff changeset
   115
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diff changeset
   116
    def _render(self, req, width=500, height=400):
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parents: 3785
diff changeset
   117
        if req.ie_browser():
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parents: 3785
diff changeset
   118
            req.add_js('excanvas.js')
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parents: 3785
diff changeset
   119
        req.add_js(('jquery.flot.js', 'cubicweb.flot.js'))
3338
cd137d90f896 can't use anymore make_uid to generate a valid js var name
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 3097
diff changeset
   120
        figid = u'figure%s' % req.varmaker.next()
1891
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parents: 1888
diff changeset
   121
        plotdefs = []
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parents: 1888
diff changeset
   122
        plotdata = []
1892
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parents: 1891
diff changeset
   123
        self.w(u'<div id="%s" style="width: %spx; height: %spx;"></div>' %
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   124
               (figid, width, height))
1891
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parents: 1888
diff changeset
   125
        for idx, (label, plot) in enumerate(zip(self.labels, self.plots)):
dd7c1d7715e7 [views][plots] extract the plotting mechanism in an HTMLWidget to make mit more re-usable
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parents: 1888
diff changeset
   126
            plotid = '%s_%s' % (figid, idx)
dd7c1d7715e7 [views][plots] extract the plotting mechanism in an HTMLWidget to make mit more re-usable
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parents: 1888
diff changeset
   127
            plotdefs.append('var %s = %s;' % (plotid, self.dump_plot(plot)))
3714
3cb7dcd9ae77 ugly workaround to javascript serialisation problem #481437 (not considered fixed by this changeset)
Alexandre Fayolle <alexandre.fayolle@logilab.fr>
parents: 3689
diff changeset
   128
            # XXX ugly but required in order to not crash my demo
3cb7dcd9ae77 ugly workaround to javascript serialisation problem #481437 (not considered fixed by this changeset)
Alexandre Fayolle <alexandre.fayolle@logilab.fr>
parents: 3689
diff changeset
   129
            plotdata.append("{label: '%s', data: %s}" % (label.replace(u'&', u''), plotid))
7567
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Arthur Lutz <arthur.lutz@logilab.fr>
parents: 7393
diff changeset
   130
        fmt = req.property_value('ui.date-format') # XXX datetime-format
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parents: 7393
diff changeset
   131
        # XXX TODO make plot options customizable
1891
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parents: 1888
diff changeset
   132
        req.html_headers.add_onload(self.onload %
dd7c1d7715e7 [views][plots] extract the plotting mechanism in an HTMLWidget to make mit more re-usable
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parents: 1888
diff changeset
   133
                                    {'plotdefs': '\n'.join(plotdefs),
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parents: 1888
diff changeset
   134
                                     'figid': figid,
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parents: 1888
diff changeset
   135
                                     'plotdata': ','.join(plotdata),
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parents: 7393
diff changeset
   136
                                     'mode': self.timemode and "'time'" or 'null',
d6366de1d0dc Display proper date in plot/flot (closes #1725589)
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parents: 7393
diff changeset
   137
                                     'dateformat': '"%s"' % fmt})
1892
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parents: 1891
diff changeset
   138
1891
dd7c1d7715e7 [views][plots] extract the plotting mechanism in an HTMLWidget to make mit more re-usable
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parents: 1888
diff changeset
   139
1888
f36d43f00f32 [views] plot with flot and get rid of matplotlib
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1886
diff changeset
   140
class PlotView(baseviews.AnyRsetView):
7919
ae3307cac44e [view, plot] deprecate flot and encourage usage of the jqplot cube (closes #1625218)
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 7879
diff changeset
   141
    __metaclass__ = class_deprecated
ae3307cac44e [view, plot] deprecate flot and encourage usage of the jqplot cube (closes #1625218)
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 7879
diff changeset
   142
    __deprecation_warning__ = '[3.14] cubicweb.web.views.plots module is deprecated, use the jqplot cube instead'
3408
c92170fca813 [api] use __regid__ instead of deprecated id
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 3338
diff changeset
   143
    __regid__ = 'plot'
1888
f36d43f00f32 [views] plot with flot and get rid of matplotlib
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parents: 1886
diff changeset
   144
    title = _('generic plot')
4320
4efd4c306746 closes #345410: two_lines_rset, two_cols_rset, two_etypes_rset are badly named
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 4252
diff changeset
   145
    __select__ = multi_columns_rset() & all_columns_are_numbers()
1891
dd7c1d7715e7 [views][plots] extract the plotting mechanism in an HTMLWidget to make mit more re-usable
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parents: 1888
diff changeset
   146
    timemode = False
7390
be2fffc9ec17 [plot views] don't paginate
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 7166
diff changeset
   147
    paginable = False
0
b97547f5f1fa Showtime !
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents:
diff changeset
   148
1888
f36d43f00f32 [views] plot with flot and get rid of matplotlib
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1886
diff changeset
   149
    def call(self, width=500, height=400):
f36d43f00f32 [views] plot with flot and get rid of matplotlib
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parents: 1886
diff changeset
   150
        # prepare data
3451
6b46d73823f5 [api] work in progress, use __regid__, cw_*, etc.
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 3408
diff changeset
   151
        rqlst = self.cw_rset.syntax_tree()
1888
f36d43f00f32 [views] plot with flot and get rid of matplotlib
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parents: 1886
diff changeset
   152
        # XXX try to make it work with unions
f36d43f00f32 [views] plot with flot and get rid of matplotlib
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parents: 1886
diff changeset
   153
        varnames = [var.name for var in rqlst.children[0].get_selected_variables()][1:]
3451
6b46d73823f5 [api] work in progress, use __regid__, cw_*, etc.
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 3408
diff changeset
   154
        abscissa = [row[0] for row in self.cw_rset]
1891
dd7c1d7715e7 [views][plots] extract the plotting mechanism in an HTMLWidget to make mit more re-usable
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parents: 1888
diff changeset
   155
        plots = []
3451
6b46d73823f5 [api] work in progress, use __regid__, cw_*, etc.
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parents: 3408
diff changeset
   156
        nbcols = len(self.cw_rset.rows[0])
1891
dd7c1d7715e7 [views][plots] extract the plotting mechanism in an HTMLWidget to make mit more re-usable
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1888
diff changeset
   157
        for col in xrange(1, nbcols):
3451
6b46d73823f5 [api] work in progress, use __regid__, cw_*, etc.
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 3408
diff changeset
   158
            data = [row[col] for row in self.cw_rset]
1991
8a9d8f1ee100 bugfix for plots
Nicolas Chauvat <nicolas.chauvat@logilab.fr>
parents: 1977
diff changeset
   159
            plots.append(filterout_nulls(abscissa, data))
1891
dd7c1d7715e7 [views][plots] extract the plotting mechanism in an HTMLWidget to make mit more re-usable
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1888
diff changeset
   160
        plotwidget = FlotPlotWidget(varnames, plots, timemode=self.timemode)
3451
6b46d73823f5 [api] work in progress, use __regid__, cw_*, etc.
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 3408
diff changeset
   161
        plotwidget.render(self._cw, width, height, w=self.w)
0
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parents:
diff changeset
   162
1888
f36d43f00f32 [views] plot with flot and get rid of matplotlib
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1886
diff changeset
   163
f36d43f00f32 [views] plot with flot and get rid of matplotlib
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1886
diff changeset
   164
class TimeSeriePlotView(PlotView):
4320
4efd4c306746 closes #345410: two_lines_rset, two_cols_rset, two_etypes_rset are badly named
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 4252
diff changeset
   165
    __select__ = multi_columns_rset() & columns_are_date_then_numbers()
1891
dd7c1d7715e7 [views][plots] extract the plotting mechanism in an HTMLWidget to make mit more re-usable
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1888
diff changeset
   166
    timemode = True
1886
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   167
1892
fb80d9c434e5 [views] extract a PieWidget from pie views
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1891
diff changeset
   168
1886
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   169
try:
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   170
    from GChartWrapper import Pie, Pie3D
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   171
except ImportError:
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
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parents: 1133
diff changeset
   172
    pass
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parents: 1133
diff changeset
   173
else:
1892
fb80d9c434e5 [views] extract a PieWidget from pie views
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parents: 1891
diff changeset
   174
fb80d9c434e5 [views] extract a PieWidget from pie views
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parents: 1891
diff changeset
   175
    class PieChartWidget(PlotWidget):
fb80d9c434e5 [views] extract a PieWidget from pie views
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parents: 1891
diff changeset
   176
        def __init__(self, labels, values, pieclass=Pie, title=None):
fb80d9c434e5 [views] extract a PieWidget from pie views
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parents: 1891
diff changeset
   177
            self.labels = labels
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parents: 1891
diff changeset
   178
            self.values = values
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parents: 1891
diff changeset
   179
            self.pieclass = pieclass
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parents: 1891
diff changeset
   180
            self.title = title
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parents: 1891
diff changeset
   181
fb80d9c434e5 [views] extract a PieWidget from pie views
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1891
diff changeset
   182
        def _render(self, width=None, height=None):
fb80d9c434e5 [views] extract a PieWidget from pie views
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1891
diff changeset
   183
            piechart = self.pieclass(self.values)
fb80d9c434e5 [views] extract a PieWidget from pie views
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1891
diff changeset
   184
            piechart.label(*self.labels)
fb80d9c434e5 [views] extract a PieWidget from pie views
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parents: 1891
diff changeset
   185
            if width is not None:
fb80d9c434e5 [views] extract a PieWidget from pie views
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parents: 1891
diff changeset
   186
                height = height or width
fb80d9c434e5 [views] extract a PieWidget from pie views
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parents: 1891
diff changeset
   187
                piechart.size(width, height)
fb80d9c434e5 [views] extract a PieWidget from pie views
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parents: 1891
diff changeset
   188
            if self.title:
fb80d9c434e5 [views] extract a PieWidget from pie views
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parents: 1891
diff changeset
   189
                piechart.title(self.title)
2312
af4d8f75c5db use xml_escape
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 2161
diff changeset
   190
            self.w(u'<img src="%s" />' % xml_escape(piechart.url))
1892
fb80d9c434e5 [views] extract a PieWidget from pie views
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parents: 1891
diff changeset
   191
1886
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
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parents: 1133
diff changeset
   192
    class PieChartView(baseviews.AnyRsetView):
3408
c92170fca813 [api] use __regid__ instead of deprecated id
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 3338
diff changeset
   193
        __regid__ = 'piechart'
1886
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   194
        pieclass = Pie
7390
be2fffc9ec17 [plot views] don't paginate
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 7166
diff changeset
   195
        paginable = False
1892
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parents: 1891
diff changeset
   196
4320
4efd4c306746 closes #345410: two_lines_rset, two_cols_rset, two_etypes_rset are badly named
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 4252
diff changeset
   197
        __select__ = multi_columns_rset() & second_column_is_number()
1886
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Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   198
1956
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   199
        def _guess_vid(self, row):
3451
6b46d73823f5 [api] work in progress, use __regid__, cw_*, etc.
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 3408
diff changeset
   200
            etype = self.cw_rset.description[row][0]
4045
f4a52abb6f4f cw 3.6 api update
Sandrine Ribeau <sandrine.ribeau@logilab.fr>
parents: 3890
diff changeset
   201
            if self._cw.vreg.schema.eschema(etype).final:
1956
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   202
                return 'final'
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   203
            return 'textincontext'
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   204
1886
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Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   205
        def call(self, title=None, width=None, height=None):
1956
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   206
            labels = []
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   207
            values = []
3451
6b46d73823f5 [api] work in progress, use __regid__, cw_*, etc.
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 3408
diff changeset
   208
            for rowidx, (_, value) in enumerate(self.cw_rset):
1956
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   209
                if value is not None:
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   210
                    vid = self._guess_vid(rowidx)
7393
7824d61f41a2 fix some deprecation warnings
Sylvain Thénault <sylvain.thenault@logilab.fr>
parents: 7390
diff changeset
   211
                    label = '%s: %s' % (self._cw.view(vid, self.cw_rset, row=rowidx, col=0),
1956
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   212
                                        value)
3451
6b46d73823f5 [api] work in progress, use __regid__, cw_*, etc.
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 3408
diff changeset
   213
                    labels.append(label.encode(self._cw.encoding))
1956
9865daa96cd7 [views][plot] piechart view now accepts either final or non final entities in the first column
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1911
diff changeset
   214
                    values.append(value)
1892
fb80d9c434e5 [views] extract a PieWidget from pie views
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1891
diff changeset
   215
            pie = PieChartWidget(labels, values, pieclass=self.pieclass,
fb80d9c434e5 [views] extract a PieWidget from pie views
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1891
diff changeset
   216
                                 title=title)
1886
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   217
            if width is not None:
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   218
                height = height or width
1892
fb80d9c434e5 [views] extract a PieWidget from pie views
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1891
diff changeset
   219
            pie.render(width, height, w=self.w)
1886
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   220
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   221
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   222
    class PieChart3DView(PieChartView):
3408
c92170fca813 [api] use __regid__ instead of deprecated id
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 3338
diff changeset
   223
        __regid__ = 'piechart3D'
1886
f0e28ddba7c5 [views] add pie chart views with google chart / GChartWrapper
Adrien Di Mascio <Adrien.DiMascio@logilab.fr>
parents: 1133
diff changeset
   224
        pieclass = Pie3D