Beispiel #1
0
    def get_chart(self, rows, x_label, y_label, data_provider):
        def _get_label_with_percentage(row):
            return "%s [%s%%]" % (row[0]['html'], str(int(row[-1]['html'][:-1])))

        if isinstance(data_provider, NutritionBirthWeightDetails):
            chart = PieChart('BirthWeight', '',
                             [{'label': "%s [%s%%]" % (row[0]['html'], str(int(row[-1]['html'][:-1]))),
                               'value': int(row[-1]['html'][:-1])} for row in rows[2:]], ['red', 'green'])
            chart.showLabels = False
        elif isinstance(data_provider, DeliveryPlaceDetailsExtended):
            chart = PieChart('', '', [{'label': _get_label_with_percentage(row),
                                       'value': int(row[-1]['html'][:-1])} for row in rows[1:]])
            chart.showLabels = False
        elif isinstance(data_provider, (PostnatalCareOverview, ImmunizationOverview)):
            chart = MultiBarChart('', x_axis=Axis(x_label), y_axis=Axis(y_label, '.2%'))
            chart.rotateLabels = -45
            chart.marginBottom = 120
            if isinstance(data_provider, ImmunizationOverview):
                chart.stacked = True
                chart.add_dataset('Percentage',
                                  [{'x': row[0]['html'],
                                    'y': int(row[3]['html'][:-1]) / 100.0} for row in rows],
                                  color='green')
                chart.add_dataset('Dropout Percentage',
                                  [{'x': row[0]['html'],
                                    'y': int(row[-1]['html'][:-1]) / 100.0} for row in rows],
                                  color='red')
            else:
                chart.add_dataset('Percentage',
                                  [{'x': row[0]['html'], 'y':int(row[-1]['html'][:-1]) / 100.0} for row in rows])
        elif isinstance(data_provider, AnteNatalCareServiceOverviewExtended):
            chart1 = MultiBarChart('', x_axis=Axis(x_label), y_axis=Axis(y_label, '.2%'))
            chart2 = MultiBarChart('', x_axis=Axis(x_label), y_axis=Axis(y_label, '.2%'))
            chart1.rotateLabels = -45
            chart2.rotateLabels = -45
            chart1.marginBottom = 120
            chart2.marginBottom = 120
            chart1.add_dataset('Percentage', [{'x': row[0]['html'],
                                               'y': int(row[-1]['html'][:-1]) / 100.0} for row in rows[1:6]])
            chart2.add_dataset('Percentage', [{'x': row[0]['html'],
                                               'y': int(row[-1]['html'][:-1]) / 100.0} for row in rows[6:12]])
            return [chart1, chart2]
        elif isinstance(data_provider, ChildrenDeathsByMonth):
            chart = LineChart('Seasonal Variation of Child Deaths', x_axis=Axis(x_label, dateFormat="%B"),
                              y_axis=Axis(y_label, '.2%'))
            chart.rotateLabels = -45
            chart.marginBottom = 120
            months_mapping = dict((v, k) for k, v in enumerate(calendar.month_abbr))
            chart.add_dataset('Percentage', [{'x': datetime.date(1, months_mapping[row[0][:3]], 1),
                                              'y': int(row[-1]['html'][:-1]) / 100.0} for row in rows])
        else:
            chart = PieChart('', '', [{'label': "%s [%s%%]" % (row[0]['html'], str(int(row[-1]['html'][:-1]))),
                                       'value': int(row[-1]['html'][:-1])} for row in rows])
            chart.showLabels = False
        return [chart]
Beispiel #2
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    def charts(self):
        product_dashboard = ProductAvailabilityDashboardChart()
        product_availability = self.rows

        def convert_product_data_to_stack_chart(rows, chart_config):
            ret_data = []
            for k in ['Stocked out', 'Not Stocked out', 'No Stock Data']:
                datalist = []
                for product in rows:
                    prd_code = SQLProduct.objects.get(product_id=product.product).code
                    if k == 'No Stock Data':
                        datalist.append([prd_code, product.without_data])
                    elif k == 'Stocked out':
                        datalist.append([prd_code, product.without_stock])
                    elif k == 'Not Stocked out':
                        datalist.append([prd_code, product.with_stock])
                ret_data.append({'color': chart_config.label_color[k], 'label': k, 'data': datalist})
            return ret_data

        chart = MultiBarChart('', x_axis=Axis('Products'), y_axis=Axis(''))
        chart.rotateLabels = -45
        chart.marginBottom = 120
        chart.stacked = self.chart_stacked
        for row in convert_product_data_to_stack_chart(product_availability, product_dashboard):
            chart.add_dataset(row['label'], [
                {'x': r[0], 'y': r[1]}
                for r in sorted(row['data'], key=lambda x: x[0])], color=row['color']
            )
        return [chart]
 def get_chart(self, rows, columns, x_label, y_label):
     chart = MultiBarChart('% of Groups Receiving Grades', x_axis=Axis(x_label), y_axis=Axis(y_label, '.0%'))
     chart.height = 400
     chart.rotateLabels = -60
     chart.marginBottom = 90
     chart.marginLeft = 100
     self._chart_data(chart, columns, rows)
     return [chart]
 def get_chart(self, rows, columns, x_label, y_label):
     chart = MultiBarChart('Adoption of Practices', x_axis=Axis(x_label), y_axis=Axis(y_label))
     chart.forceY = [0, 100]
     chart.height = 700
     chart.rotateLabels = -55
     chart.marginBottom = 390
     chart.marginLeft = 350
     self._chart_data(chart, columns, rows)
     return [chart]
Beispiel #5
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 def get_chart(self, rows, columns, x_label, y_label):
     chart = MultiBarChart('% of Groups Receiving Grades',
                           x_axis=Axis(x_label),
                           y_axis=Axis(y_label, '.0%'))
     chart.height = 400
     chart.rotateLabels = -60
     chart.marginBottom = 90
     chart.marginLeft = 100
     self._chart_data(chart, columns, rows)
     return [chart]
Beispiel #6
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    def get_chart(self, rows, columns, x_label, y_label, has_total_column=False):

        end = len(columns)
        if has_total_column:
            end -= 1
        categories = [c.html for c in columns.header[1:end]]
        chart = MultiBarChart('', x_axis=Axis(x_label), y_axis=Axis(y_label, ' ,d'))
        chart.rotateLabels = -45
        chart.marginBottom = 120
        self._chart_data(chart, categories, rows)
        return [chart]
Beispiel #7
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 def get_chart(self, rows, columns, x_label, y_label):
     chart = MultiBarChart('Adoption of Practices',
                           x_axis=Axis(x_label),
                           y_axis=Axis(y_label))
     chart.forceY = [0, 100]
     chart.height = 700
     chart.rotateLabels = -55
     chart.marginBottom = 390
     chart.marginLeft = 350
     self._chart_data(chart, columns, rows)
     return [chart]
    def get_chart(self, rows, columns, x_label, y_label, has_total_column=False):

        end = len(columns)
        if has_total_column:
            end -= 1
        categories = [c.html for c in columns.header[1:end]]
        chart = MultiBarChart('', x_axis=Axis(x_label), y_axis=Axis(y_label, ' ,d'))
        chart.rotateLabels = -45
        chart.marginBottom = 120
        self._chart_data(chart, categories, rows)
        return [chart]
    def get_chart(self, rows, columns, x_label, y_label):
        chart = MultiBarChart('Adoption of Practices', x_axis=Axis(x_label), y_axis=Axis(y_label, '%'))

        if self.report_config['group'] == 'domain':
            chart.height = 550
            chart.rotateLabels = -55
            chart.marginBottom = 250
        elif self.report_config['group'] == 'practice':
            chart.height = 700
            chart.rotateLabels = -55
            chart.marginBottom = 400
        else:
            chart.height = 320
            chart.rotateLabels = 0
            chart.marginBottom = 50

        chart.marginLeft = 200
        chart.marginRight = 150
        self._chart_data(chart, columns, rows)
        return [chart]
    def get_chart(self, rows, columns, x_label, y_label):
        chart = MultiBarChart('Adoption of Practices',
                              x_axis=Axis(x_label),
                              y_axis=Axis(y_label, '%'))

        if self.report_config['group'] == 'domain':
            chart.height = 550
            chart.rotateLabels = -55
            chart.marginBottom = 250
        elif self.report_config['group'] == 'practice':
            chart.height = 700
            chart.rotateLabels = -55
            chart.marginBottom = 400
        else:
            chart.height = 320
            chart.rotateLabels = 0
            chart.marginBottom = 50

        chart.marginLeft = 200
        chart.marginRight = 150
        self._chart_data(chart, columns, rows)
        return [chart]
    def get_chart(self, rows, x_label, y_label):
        chunks = _chunks(list(rows), self.chunk_size+1)
        charts = []
        for chunk in chunks:

            chart = MultiBarChart(chunk[0][0], x_axis=Axis(x_label), y_axis=Axis(y_label))
            chart.forceY = [0, 100]
            chart.height = 300
            chart.rotateLabels = 0
            chart.marginBottom = 80
            chart.marginLeft = 100
            self._chart_data(chart, chunk[1:])
            charts.append(chart)
        return charts
 def get_chart(self, rows, x_label, y_label):
     chunks = _chunks(list(rows), self.chunk_size + 1)
     charts = []
     if self.request.GET.get('group_by', '') == 'domain':
         chunks = sorted(chunks, key=lambda k: k[0][0])
     for chunk in chunks:
         chart = MultiBarChart(chunk[0][0], x_axis=Axis(x_label), y_axis=Axis(y_label, '.0%'))
         chart.height = 300
         chart.rotateLabels = 0
         chart.marginBottom = 80
         chart.marginLeft = 100
         self._chart_data(chart, chunk[1:])
         charts.append(chart)
     return charts
Beispiel #13
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 def get_chart(self, rows, columns, x_label, y_label, has_total_column=False):
     """
     Get a MultiBarChart model for the given set of rows and columns.
     :param rows: 2D list of report data. Assumes index 0 of each row is the row label
     :param columns: list of DatabaseColumn objects
     """
     end = len(columns)
     if has_total_column:
         end -= 1
     categories = [c.data_tables_column.html for c in columns[1:end]]
     chart = MultiBarChart('', x_axis=Axis(x_label), y_axis=Axis(y_label, ' ,d'))
     chart.rotateLabels = -45
     chart.marginBottom = 120
     self._chart_data(chart, categories, rows)
     return [chart]
Beispiel #14
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 def get_chart(self, rows, x_label, y_label):
     chunks = _chunks(list(rows), self.chunk_size + 1)
     charts = []
     if self.request.GET.get('group_by', '') == 'domain':
         chunks = sorted(chunks, key=lambda k: k[0][0])
     for chunk in chunks:
         chart = MultiBarChart(chunk[0][0],
                               x_axis=Axis(x_label),
                               y_axis=Axis(y_label, '.0%'))
         chart.height = 300
         chart.rotateLabels = 0
         chart.marginBottom = 80
         chart.marginLeft = 100
         self._chart_data(chart, chunk[1:])
         charts.append(chart)
     return charts
    def get_chart(self, rows, x_label, y_label):
        chunks = _chunks(list(rows), self.chunk_size + 1)
        charts = []
        for chunk in chunks:

            chart = MultiBarChart(chunk[0][0],
                                  x_axis=Axis(x_label),
                                  y_axis=Axis(y_label))
            chart.forceY = [0, 100]
            chart.height = 300
            chart.rotateLabels = 0
            chart.marginBottom = 80
            chart.marginLeft = 100
            self._chart_data(chart, chunk[1:])
            charts.append(chart)
        return charts
Beispiel #16
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 def get_chart(self,
               rows,
               columns,
               x_label,
               y_label,
               has_total_column=False):
     """
     Get a MultiBarChart model for the given set of rows and columns.
     :param rows: 2D list of report data. Assumes index 0 of each row is the row label
     :param columns: list of DatabaseColumn objects
     """
     end = len(columns)
     if has_total_column:
         end -= 1
     categories = [c.data_tables_column.html for c in columns[1:end]]
     chart = MultiBarChart('',
                           x_axis=Axis(x_label),
                           y_axis=Axis(y_label, ' ,d'))
     chart.rotateLabels = -45
     chart.marginBottom = 120
     self._chart_data(chart, categories, rows)
     return [chart]
Beispiel #17
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 def charts(self):
     chart = MultiBarChart(None, Axis(''), Axis(''))
     chart.height = 400
     chart.marginBottom = 100
     chart.data = self.get_data_for_graph()
     return [chart]
Beispiel #18
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    def get_chart(self, rows, x_label, y_label, data_provider):
        def _get_label_with_percentage(row):
            return "%s [%d: %s%%]" % (row[0]["html"], int(row[-2]["html"]), str(int(row[-1]["html"][:-1])))

        if isinstance(data_provider, NutritionBirthWeightDetails):
            chart = PieChart(
                data_provider.chart_title,
                "",
                [{"label": _get_label_with_percentage(row), "value": int(row[-1]["html"][:-1])} for row in rows[2:]],
                ["red", "green"],
            )
            chart.showLabels = False
            chart.marginLeft = 20
            chart.marginRight = 0
            chart.marginBottom = 20
        elif isinstance(data_provider, DeliveryPlaceDetailsExtended):
            chart = PieChart(
                data_provider.chart_title,
                "",
                [{"label": _get_label_with_percentage(row), "value": int(row[-1]["html"][:-1])} for row in rows[1:]],
            )
            chart.showLabels = False
        elif isinstance(data_provider, (PostnatalCareOverview, ImmunizationOverview)):
            chart = MultiBarChart(data_provider.chart_title, x_axis=Axis(x_label), y_axis=Axis(y_label, ".2%"))
            chart.rotateLabels = -45
            chart.marginBottom = 150
            chart.marginLeft = 45
            chart.marginRight = 0

            if isinstance(data_provider, ImmunizationOverview):
                chart.stacked = True
                chart.add_dataset(
                    "Percentage",
                    [{"x": row[0]["html"], "y": int(row[3]["html"][:-1]) / 100.0} for row in rows],
                    color="green",
                )
                chart.add_dataset(
                    "Dropout Percentage",
                    [{"x": row[0]["html"], "y": int(row[-1]["html"][:-1]) / 100.0} for row in rows],
                    color="red",
                )
            else:
                chart.add_dataset(
                    "Percentage", [{"x": row[0]["html"], "y": int(row[-1]["html"][:-1]) / 100.0} for row in rows]
                )
        elif isinstance(data_provider, AnteNatalCareServiceOverviewExtended):
            chart1 = MultiBarChart("ANC Visits", x_axis=Axis(x_label), y_axis=Axis(y_label, ".2%"))
            chart2 = MultiBarChart("Maternal TT & IFA", x_axis=Axis(x_label), y_axis=Axis(y_label, ".2%"))
            chart1.rotateLabels = -45
            chart2.rotateLabels = -45
            chart1.marginBottom = 150
            chart2.marginBottom = 150
            chart1.marginLeft = 20
            chart2.marginLeft = 45
            chart1.marginRight = 0
            chart2.marginRight = 0

            chart1.add_dataset(
                "Percentage", [{"x": row[0]["html"], "y": int(row[-1]["html"][:-1]) / 100.0} for row in rows[1:6]]
            )
            chart2.add_dataset(
                "Percentage", [{"x": row[0]["html"], "y": int(row[-1]["html"][:-1]) / 100.0} for row in rows[6:12]]
            )
            return [chart1, chart2]
        elif isinstance(data_provider, ChildrenDeathsByMonth):
            chart = MultiBarChart(
                data_provider.chart_title, x_axis=Axis(x_label, dateFormat="%B"), y_axis=Axis(y_label, ".2%")
            )
            chart.rotateLabels = -45
            chart.marginBottom = 50
            chart.marginLeft = 20
            chart.add_dataset("Percentage", [{"x": row[0], "y": int(row[-1]["html"][:-1]) / 100.0} for row in rows])
        else:
            chart = PieChart(
                data_provider.chart_title,
                "",
                [{"label": _get_label_with_percentage(row), "value": int(row[-1]["html"][:-1])} for row in rows],
            )
            chart.showLabels = False
            chart.marginLeft = 20
            chart.marginRight = 0
            chart.marginBottom = 0
        return [chart]
Beispiel #19
0
    def get_chart(self, rows, x_label, y_label, data_provider):
        def _get_label_with_percentage(row):
            return "%s [%d: %s%%]" % (row[0]['html'], int(row[-2]['html']), str(int(row[-1]['html'][:-1])))

        if isinstance(data_provider, NutritionBirthWeightDetails):
            chart = PieChart(data_provider.chart_title, '',
                             [{'label': _get_label_with_percentage(row),
                               'value': int(row[-1]['html'][:-1])} for row in rows[2:]], ['red', 'green'])
            chart.showLabels = False
            chart.marginLeft = 20
            chart.marginRight = 0
            chart.marginBottom = 20
        elif isinstance(data_provider, DeliveryPlaceDetailsExtended):
            chart = PieChart(data_provider.chart_title, '',
                             [{'label': _get_label_with_percentage(row),
                               'value': int(row[-1]['html'][:-1])} for row in rows[1:]])
            chart.showLabels = False
        elif isinstance(data_provider, (PostnatalCareOverview, ImmunizationOverview)):
            chart = MultiBarChart(data_provider.chart_title, x_axis=Axis(x_label), y_axis=Axis(y_label, '.2%'))
            chart.rotateLabels = -45
            chart.marginBottom = 150
            chart.marginLeft = 45
            chart.marginRight = 0

            if isinstance(data_provider, ImmunizationOverview):
                chart.stacked = True
                chart.add_dataset('Percentage',
                                  [{'x': row[0]['html'],
                                    'y': int(row[3]['html'][:-1]) / 100.0} for row in rows],
                                  color='green')
                chart.add_dataset('Dropout Percentage',
                                  [{'x': row[0]['html'],
                                    'y': int(row[-1]['html'][:-1]) / 100.0} for row in rows],
                                  color='red')
            else:
                chart.add_dataset('Percentage',
                                  [{'x': row[0]['html'], 'y':int(row[-1]['html'][:-1]) / 100.0} for row in rows])
        elif isinstance(data_provider, AnteNatalCareServiceOverviewExtended):
            chart1 = MultiBarChart('ANC Visits', x_axis=Axis(x_label), y_axis=Axis(y_label, '.2%'))
            chart2 = MultiBarChart('Maternal TT & IFA', x_axis=Axis(x_label), y_axis=Axis(y_label, '.2%'))
            chart1.rotateLabels = -45
            chart2.rotateLabels = -45
            chart1.marginBottom = 150
            chart2.marginBottom = 150
            chart1.marginLeft = 20
            chart2.marginLeft = 45
            chart1.marginRight = 0
            chart2.marginRight = 0

            chart1.add_dataset('Percentage', [{'x': row[0]['html'],
                                               'y': int(row[-1]['html'][:-1]) / 100.0} for row in rows[1:6]])
            chart2.add_dataset('Percentage', [{'x': row[0]['html'],
                                               'y': int(row[-1]['html'][:-1]) / 100.0} for row in rows[6:12]])
            return [chart1, chart2]
        elif isinstance(data_provider, ChildrenDeathsByMonth):
            chart = MultiBarChart(data_provider.chart_title, x_axis=Axis(x_label, dateFormat="%B"),
                                  y_axis=Axis(y_label, '.2%'))
            chart.rotateLabels = -45
            chart.marginBottom = 50
            chart.marginLeft = 20
            chart.add_dataset('Percentage', [{'x': row[0],
                                              'y': int(row[-1]['html'][:-1]) / 100.0} for row in rows])
        else:
            chart = PieChart(data_provider.chart_title, '', [{'label': _get_label_with_percentage(row),
                                                              'value': int(row[-1]['html'][:-1])} for row in rows])
            chart.showLabels = False
            chart.marginLeft = 20
            chart.marginRight = 0
            chart.marginBottom = 0
        return [chart]
Beispiel #20
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 def charts(self):
     chart = MultiBarChart(None, Axis(''), Axis(''))
     chart.height = 400
     chart.marginBottom = 100
     chart.data = self.get_data_for_graph()
     return [chart]
Beispiel #21
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    def get_chart(self, rows, x_label, y_label, data_provider):
        def _get_label_with_percentage(row):
            return "%s [%d: %s%%]" % (row[0]['html'], int(
                row[-2]['html']), str(int(row[-1]['html'][:-1])))

        if isinstance(data_provider, NutritionBirthWeightDetails):
            chart = PieChart(data_provider.chart_title, '',
                             [{
                                 'label': _get_label_with_percentage(row),
                                 'value': int(row[-1]['html'][:-1])
                             } for row in rows[2:]], ['red', 'green'])
            chart.showLabels = False
            chart.marginLeft = 20
            chart.marginRight = 0
            chart.marginBottom = 20
        elif isinstance(data_provider, DeliveryPlaceDetailsExtended):
            chart = PieChart(data_provider.chart_title, '',
                             [{
                                 'label': _get_label_with_percentage(row),
                                 'value': int(row[-1]['html'][:-1])
                             } for row in rows[1:]])
            chart.showLabels = False
        elif isinstance(data_provider,
                        (PostnatalCareOverview, ImmunizationOverview)):
            chart = MultiBarChart(data_provider.chart_title,
                                  x_axis=Axis(x_label),
                                  y_axis=Axis(y_label, '.2%'))
            chart.rotateLabels = -45
            chart.marginBottom = 150
            chart.marginLeft = 45
            chart.marginRight = 0

            if isinstance(data_provider, ImmunizationOverview):
                chart.stacked = True
                chart.add_dataset('Percentage',
                                  [{
                                      'x': row[0]['html'],
                                      'y': int(row[3]['html'][:-1]) / 100.0
                                  } for row in rows],
                                  color='green')
                chart.add_dataset('Dropout Percentage',
                                  [{
                                      'x': row[0]['html'],
                                      'y': int(row[-1]['html'][:-1]) / 100.0
                                  } for row in rows],
                                  color='red')
            else:
                chart.add_dataset('Percentage',
                                  [{
                                      'x': row[0]['html'],
                                      'y': int(row[-1]['html'][:-1]) / 100.0
                                  } for row in rows])
        elif isinstance(data_provider, AnteNatalCareServiceOverviewExtended):
            chart1 = MultiBarChart('ANC Visits',
                                   x_axis=Axis(x_label),
                                   y_axis=Axis(y_label, '.2%'))
            chart2 = MultiBarChart('Maternal TT & IFA',
                                   x_axis=Axis(x_label),
                                   y_axis=Axis(y_label, '.2%'))
            chart1.rotateLabels = -45
            chart2.rotateLabels = -45
            chart1.marginBottom = 150
            chart2.marginBottom = 150
            chart1.marginLeft = 20
            chart2.marginLeft = 45
            chart1.marginRight = 0
            chart2.marginRight = 0

            chart1.add_dataset('Percentage',
                               [{
                                   'x': row[0]['html'],
                                   'y': int(row[-1]['html'][:-1]) / 100.0
                               } for row in rows[1:6]])
            chart2.add_dataset('Percentage',
                               [{
                                   'x': row[0]['html'],
                                   'y': int(row[-1]['html'][:-1]) / 100.0
                               } for row in rows[6:12]])
            return [chart1, chart2]
        elif isinstance(data_provider, ChildrenDeathsByMonth):
            chart = MultiBarChart(data_provider.chart_title,
                                  x_axis=Axis(x_label, dateFormat="%B"),
                                  y_axis=Axis(y_label, '.2%'))
            chart.rotateLabels = -45
            chart.marginBottom = 50
            chart.marginLeft = 20
            chart.add_dataset('Percentage',
                              [{
                                  'x': row[0],
                                  'y': int(row[-1]['html'][:-1]) / 100.0
                              } for row in rows])
        else:
            chart = PieChart(data_provider.chart_title, '',
                             [{
                                 'label': _get_label_with_percentage(row),
                                 'value': int(row[-1]['html'][:-1])
                             } for row in rows])
            chart.showLabels = False
            chart.marginLeft = 20
            chart.marginRight = 0
            chart.marginBottom = 0
        return [chart]
Beispiel #22
0
    def get_chart(self, rows, x_label, y_label, data_provider):
        def _get_label_with_percentage(row):
            return "%s [%s%%]" % (row[0], str(float(row[-1]['html'][:-1])))

        if isinstance(data_provider,
                      (ClosedMotherCasesBreakdown, ClosedChildCasesBreakdown)):
            chart = PieChart('', '', [{
                'label': _get_label_with_percentage(row),
                'value': float(row[-1]['html'][:-1])
            } for row in rows])
        elif isinstance(data_provider, NutritionBirthWeightDetails):
            chart = PieChart('BirthWeight', '', [{
                'label':
                "%s [%s%%]" %
                (row[0]['html'], str(float(row[-1]['html'][:-1]))),
                'value':
                float(row[-1]['html'][:-1])
            } for row in rows[1:]], ['red', 'green'])
        elif isinstance(data_provider, DeliveryPlaceDetailsExtended):
            chart = PieChart('', '', [{
                'label': _get_label_with_percentage(row),
                'value': float(row[-1]['html'][:-1])
            } for row in rows[1:]])
        elif isinstance(data_provider,
                        (PostnatalCareOverview, ImmunizationOverview)):
            chart = MultiBarChart('',
                                  x_axis=Axis(x_label),
                                  y_axis=Axis(y_label, '.2%'))
            chart.rotateLabels = -45
            chart.marginBottom = 120
            if isinstance(data_provider, ImmunizationOverview):
                chart.stacked = True
                chart.add_dataset('Percentage',
                                  [{
                                      'x': row[0]['html'],
                                      'y': float(row[3]['html'][:-1]) / 100
                                  } for row in rows],
                                  color='green')
                chart.add_dataset('Dropout Percentage',
                                  [{
                                      'x': row[0]['html'],
                                      'y': float(row[-1]['html'][:-1]) / 100
                                  } for row in rows],
                                  color='red')
            else:
                chart.add_dataset('Percentage',
                                  [{
                                      'x': row[0]['html'],
                                      'y': float(row[-1]['html'][:-1]) / 100
                                  } for row in rows])
        elif isinstance(data_provider, AnteNatalCareServiceOverviewExtended):
            chart1 = MultiBarChart('',
                                   x_axis=Axis(x_label),
                                   y_axis=Axis(y_label, '.2%'))
            chart2 = MultiBarChart('',
                                   x_axis=Axis(x_label),
                                   y_axis=Axis(y_label, '.2%'))
            chart1.rotateLabels = -45
            chart2.rotateLabels = -45
            chart1.marginBottom = 120
            chart2.marginBottom = 120
            chart1.add_dataset('Percentage',
                               [{
                                   'x': row[0]['html'],
                                   'y': float(row[-1]['html'][:-1]) / 100
                               } for row in rows[1:6]])
            chart2.add_dataset('Percentage',
                               [{
                                   'x': row[0]['html'],
                                   'y': float(row[-1]['html'][:-1]) / 100
                               } for row in rows[6:12]])
            return [chart1, chart2]
        elif isinstance(data_provider, ChildrenDeathsByMonth):
            chart = LineChart('Seasonal Variation of Child Deaths',
                              x_axis=Axis(x_label, dateFormat="%B"),
                              y_axis=Axis(y_label, '.2%'))
            chart.rotateLabels = -45
            chart.marginBottom = 120
            months_mapping = dict(
                (v, k) for k, v in enumerate(calendar.month_abbr))
            chart.add_dataset(
                'Percentage',
                [{
                    'x': datetime.date(1, months_mapping[row[0][:3]], 1),
                    'y': float(row[-1]['html'][:-1]) / 100
                } for row in rows])
        else:
            chart = PieChart('', '', [{
                'label':
                "%s [%s%%]" %
                (row[0]['html'], str(float(row[-1]['html'][:-1]))),
                'value':
                float(row[-1]['html'][:-1])
            } for row in rows])
        return [chart]