cubicweb/web/views/plots.py
author Denis Laxalde <denis.laxalde@logilab.fr>
Fri, 01 Dec 2017 11:19:19 +0100
changeset 12244 6a71cb23f827
parent 11767 432f87a63057
child 12503 b01dd0ef43aa
permissions -rw-r--r--
Disable pytest's logs reporting CubicWeb already prints captured logs in stderr upon test failure, so we get them twice. Until we fix our logging management, disabling pytest capture and restore brings the output level back to sanity.

# copyright 2003-2012 LOGILAB S.A. (Paris, FRANCE), all rights reserved.
# contact http://www.logilab.fr/ -- mailto:contact@logilab.fr
#
# This file is part of CubicWeb.
#
# CubicWeb is free software: you can redistribute it and/or modify it under the
# terms of the GNU Lesser General Public License as published by the Free
# Software Foundation, either version 2.1 of the License, or (at your option)
# any later version.
#
# CubicWeb is distributed in the hope that it will be useful, but WITHOUT
# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
# FOR A PARTICULAR PURPOSE.  See the GNU Lesser General Public License for more
# details.
#
# You should have received a copy of the GNU Lesser General Public License along
# with CubicWeb.  If not, see <http://www.gnu.org/licenses/>.
"""basic plot views"""


from cubicweb import _

from six import add_metaclass
from six.moves import range

from logilab.common.date import datetime2ticks
from logilab.common.deprecation import class_deprecated
from logilab.common.registry import objectify_predicate
from logilab.mtconverter import xml_escape

from cubicweb.utils import UStringIO, json_dumps
from cubicweb.predicates import multi_columns_rset
from cubicweb.web.views import baseviews

@objectify_predicate
def all_columns_are_numbers(cls, req, rset=None, *args, **kwargs):
    """accept result set with at least one line and two columns of result
    all columns after second must be of numerical types"""
    for etype in rset.description[0]:
        if etype not in ('Int', 'BigInt', 'Float'):
            return 0
    return 1

@objectify_predicate
def second_column_is_number(cls, req, rset=None, *args, **kwargs):
    etype = rset.description[0][1]
    if etype not  in ('Int', 'BigInt', 'Float'):
        return 0
    return 1

@objectify_predicate
def columns_are_date_then_numbers(cls, req, rset=None, *args, **kwargs):
    etypes = rset.description[0]
    if etypes[0] not in ('Date', 'Datetime', 'TZDatetime'):
        return 0
    for etype in etypes[1:]:
        if etype not in ('Int', 'BigInt', 'Float'):
            return 0
    return 1


def filterout_nulls(abscissa, plot):
    filtered = []
    for x, y in zip(abscissa, plot):
        if x is None or y is None:
            continue
        filtered.append( (x, y) )
    return sorted(filtered)

class PlotWidget(object):
    # XXX refactor with cubicweb.web.views.htmlwidgets.HtmlWidget
    def _initialize_stream(self, w=None):
        if w:
            self.w = w
        else:
            self._stream = UStringIO()
            self.w = self._stream.write

    def render(self, *args, **kwargs):
        w = kwargs.pop('w', None)
        self._initialize_stream(w)
        self._render(*args, **kwargs)
        if w is None:
            return self._stream.getvalue()

    def _render(self, *args, **kwargs):
        raise NotImplementedError


@add_metaclass(class_deprecated)
class FlotPlotWidget(PlotWidget):
    """PlotRenderer widget using Flot"""
    __deprecation_warning__ = '[3.14] cubicweb.web.views.plots module is deprecated, use the jqplot cube instead'
    onload = u"""
var fig = jQuery('#%(figid)s');
if (fig.attr('cubicweb:type') != 'prepared-plot') {
    %(plotdefs)s
    jQuery.plot(jQuery('#%(figid)s'), [%(plotdata)s],
        {points: {show: true},
         lines: {show: true},
         grid: {hoverable: true},
         /*yaxis : {tickFormatter : suffixFormatter},*/
         xaxis: {mode: %(mode)s}});
    jQuery('#%(figid)s').data({mode: %(mode)s, dateformat: %(dateformat)s});
    jQuery('#%(figid)s').bind('plothover', onPlotHover);
    fig.attr('cubicweb:type','prepared-plot');
}
"""

    def __init__(self, labels, plots, timemode=False):
        self.labels = labels
        self.plots = plots # list of list of couples
        self.timemode = timemode

    def dump_plot(self, plot):
        if self.timemode:
            plot = [(datetime2ticks(x), y) for x, y in plot]
        return json_dumps(plot)

    def _render(self, req, width=500, height=400):
        if req.ie_browser():
            req.add_js('excanvas.js')
        req.add_js(('jquery.flot.js', 'cubicweb.flot.js'))
        figid = u'figure%s' % next(req.varmaker)
        plotdefs = []
        plotdata = []
        self.w(u'<div id="%s" style="width: %spx; height: %spx;"></div>' %
               (figid, width, height))
        for idx, (label, plot) in enumerate(zip(self.labels, self.plots)):
            plotid = '%s_%s' % (figid, idx)
            plotdefs.append('var %s = %s;' % (plotid, self.dump_plot(plot)))
            # XXX ugly but required in order to not crash my demo
            plotdata.append("{label: '%s', data: %s}" % (label.replace(u'&', u''), plotid))
        fmt = req.property_value('ui.date-format') # XXX datetime-format
        # XXX TODO make plot options customizable
        req.html_headers.add_onload(self.onload %
                                    {'plotdefs': '\n'.join(plotdefs),
                                     'figid': figid,
                                     'plotdata': ','.join(plotdata),
                                     'mode': self.timemode and "'time'" or 'null',
                                     'dateformat': '"%s"' % fmt})


@add_metaclass(class_deprecated)
class PlotView(baseviews.AnyRsetView):
    __deprecation_warning__ = '[3.14] cubicweb.web.views.plots module is deprecated, use the jqplot cube instead'
    __regid__ = 'plot'
    title = _('generic plot')
    __select__ = multi_columns_rset() & all_columns_are_numbers()
    timemode = False
    paginable = False

    def call(self, width=500, height=400):
        # prepare data
        rqlst = self.cw_rset.syntax_tree()
        # XXX try to make it work with unions
        varnames = [var.name for var in rqlst.children[0].get_selected_variables()][1:]
        abscissa = [row[0] for row in self.cw_rset]
        plots = []
        nbcols = len(self.cw_rset.rows[0])
        for col in range(1, nbcols):
            data = [row[col] for row in self.cw_rset]
            plots.append(filterout_nulls(abscissa, data))
        plotwidget = FlotPlotWidget(varnames, plots, timemode=self.timemode)
        plotwidget.render(self._cw, width, height, w=self.w)


class TimeSeriePlotView(PlotView):
    __select__ = multi_columns_rset() & columns_are_date_then_numbers()
    timemode = True


try:
    from GChartWrapper import Pie, Pie3D
except ImportError:
    pass
else:

    class PieChartWidget(PlotWidget):
        def __init__(self, labels, values, pieclass=Pie, title=None):
            self.labels = labels
            self.values = values
            self.pieclass = pieclass
            self.title = title

        def _render(self, width=None, height=None):
            piechart = self.pieclass(self.values)
            piechart.label(*self.labels)
            if width is not None:
                height = height or width
                piechart.size(width, height)
            if self.title:
                piechart.title(self.title)
            self.w(u'<img src="%s" />' % xml_escape(piechart.url))

    class PieChartView(baseviews.AnyRsetView):
        __regid__ = 'piechart'
        pieclass = Pie
        paginable = False

        __select__ = multi_columns_rset() & second_column_is_number()

        def _guess_vid(self, row):
            etype = self.cw_rset.description[row][0]
            if self._cw.vreg.schema.eschema(etype).final:
                return 'final'
            return 'textincontext'

        def call(self, title=None, width=None, height=None):
            labels = []
            values = []
            for rowidx, (_, value) in enumerate(self.cw_rset):
                if value is not None:
                    vid = self._guess_vid(rowidx)
                    label = '%s: %s' % (self._cw.view(vid, self.cw_rset, row=rowidx, col=0),
                                        value)
                    labels.append(label.encode(self._cw.encoding))
                    values.append(value)
            pie = PieChartWidget(labels, values, pieclass=self.pieclass,
                                 title=title)
            if width is not None:
                height = height or width
            pie.render(width, height, w=self.w)


    class PieChart3DView(PieChartView):
        __regid__ = 'piechart3D'
        pieclass = Pie3D