import re, random, decimal

from reportlab.graphics.shapes import Drawing, String
from reportlab.graphics.charts.barcharts import HorizontalBarChart as OriginalHorizBarChart
from reportlab.graphics.charts.barcharts import VerticalBarChart as OriginalVertBarChart
from reportlab.graphics.charts.barcharts import HorizontalBarChart3D as OriginalHorizBarChart3D
from reportlab.graphics.charts.barcharts import VerticalBarChart3D as OriginalVertBarChart3D
from reportlab.graphics.charts.doughnut import Doughnut as OriginalDoughnutChart
from reportlab.graphics.charts.linecharts import HorizontalLineChart as OriginalLineChart
from reportlab.graphics.charts.piecharts import Pie as OriginalPieChart
from reportlab.graphics.charts.spider import SpiderChart as OriginalSpiderChart
from reportlab.graphics.charts.legends import Legend
from reportlab.lib.colors import HexColor, getAllNamedColors

from .utils import cm, memoize, get_attr_value
from .cross_reference import CrossReferenceMatrix, CROSS_COLS, CROSS_ROWS
from .graphics import Graphic
import collections

DEFAULT_TITLE_HEIGHT = 1*cm

class BaseChart(Graphic):
    """Abstract chart class"""

    chart_class = None
    title = None
    colors = None
    _width = 8*cm
    _height = 7*cm
    rows_attribute = None
    cols_attribute = None
    cell_attribute = None
    action = 'first'
    data = None
    chart_style = None # Additional chart attributes
    axis_labels = None
    axis_labels_angle = None
    legend_labels = False
    values_labels = ' %s '
    replace_none_by_zero = True
    round_values = False
    summarize_by = None # Can be None, CROSS_ROWS or CROSS_COLS

    def __init__(self, **kwargs):
        # Set instance attributes
        for k,v in list(kwargs.items()):
            if k == 'style':
                setattr(self, 'chart_style', v)
            else:
                setattr(self, k, v)

        # Prepare the title
        if self.title:
            self.title = isinstance(self.title, dict) and self.title or {'text': self.title}
            self.title.setdefault('fontSize', 14)
            self.title.setdefault('textAnchor', 'middle')
            self.title.setdefault('height', DEFAULT_TITLE_HEIGHT)

        # Prepare the colors
        if self.colors == False:
            self.legend_labels = None
        elif not self.colors:
            self.colors = self.get_available_colors()
        else:
            self.prepare_colors()

        # Prepare chart additional kwargs
        self.chart_style = self.chart_style or {}

    def clone(self):
        new = super(BaseChart, self).clone()

        new.chart_class = self.chart_class
        new.title = self.title
        new.colors = self.colors
        new.rows_attribute = self.rows_attribute
        new.cols_attribute = self.cols_attribute
        new.cell_attribute = self.cell_attribute
        new.action = self.action
        new.data = self.data
        new.chart_style = self.chart_style
        new.axis_labels = self.axis_labels
        new.axis_labels_angle = self.axis_labels_angle
        new.legend_labels = self.legend_labels
        new.values_labels = self.values_labels
        new.replace_none_by_zero = self.replace_none_by_zero
        new.round_values = self.round_values
        new.summarize_by = self.summarize_by

        return new

    # DRAWING METHODS

    @memoize
    def get_available_colors(self):
        """Returns a list of available colors"""

        # Get reportlab available colors
        colors = getAllNamedColors()

        # Remove bad colors
        colors.pop('white', None)
        colors.pop('black', None)

        # Returns only the colors values (without their names)
        colors = list(colors.values())
        
        # Shuffle colors list
        random.shuffle(colors)

        return colors

    def prepare_colors(self):
        colors = []

        for color in self.colors:
            try:
                colors.append(HexColor(color))
            except ValueError:
                pass

        self.colors = colors + self.get_available_colors()

    def get_drawing(self, chart):
        """Create and returns the drawing, to be generated"""

        drawing = Drawing(self.width, self.height)

        # Make the title
        title = self.make_title(drawing)

        # Setting chart dimensions
        chart.height = self.height
        chart.width = self.width

        # Make the legend
        legend = self.make_legend(drawing, chart)

        if title:
            chart.height -= self.title.get('height', DEFAULT_TITLE_HEIGHT)
            self.top += self.title.get('height', DEFAULT_TITLE_HEIGHT)

        # Setting additional chart attributes
        self.set_chart_style(chart)

        # Adds the chart to drawing to return
        drawing.add(chart)

        # Resizes to make sure everything is fitting
        drawing = drawing.resized()

        return drawing

    def make_legend(self, drawing, chart):
        if not self.legend_labels:
            return

        # Get legend labels
        labels = self.get_legend_labels()

        # Legend object
        legend = Legend()

        legend.colorNamePairs = list(zip(self.colors[:len(labels)], labels))
        legend.columnMaximum = len(legend.colorNamePairs)
        legend.deltay = 5
        legend.alignment = 'right'
        legend.x = drawing.width + 40
        legend.y = drawing.height - (self.title and self.title.get('height', DEFAULT_TITLE_HEIGHT) or 0)

        # Sets legend extra attributes if legend_labels is a dictionary
        if isinstance(self.legend_labels, dict):
            for k,v in list(self.legend_labels.items()):
                if k != 'labels' and v:
                    setattr(legend, k, v)

        drawing.add(legend)

        return legend

    def get_legend_labels(self):
        # Use same axis if is summarizing
        if self.summarize_by:
            return self.get_axis_labels()

        # Base labels
        if isinstance(self.legend_labels, dict) and self.legend_labels.get('labels', None):
            labels = self.legend_labels['labels']
        elif isinstance(self.legend_labels, (tuple,list)):
            labels = self.legend_labels
        else:
            labels = self.get_cross_data().rows()

        # Calculated labels
        if isinstance(self.legend_labels, collections.Callable):
            labels = [self.legend_labels(self, label, num) for num, label in enumerate(labels)]
        elif isinstance(self.legend_labels, str):
            labels = [self.get_cross_data().first(self.legend_labels, col=label) for label in labels]

        return list(map(str, labels))

    def get_axis_labels(self):
        # Base labels
        if isinstance(self.axis_labels, dict) and self.axis_labels.get('labels', None):
            labels = self.axis_labels['labels']
        elif isinstance(self.axis_labels, (tuple,list)):
            labels = self.axis_labels
        elif self.summarize_by == CROSS_ROWS:
            labels = self.get_cross_data().rows()
        else:
            labels = self.get_cross_data().cols()

        # Calculated labels
        if isinstance(self.axis_labels, collections.Callable):
            labels = [self.axis_labels(self, label, num) for num, label in enumerate(labels)]
        elif isinstance(self.axis_labels, str):
            if self.summarize_by == CROSS_ROWS:
                labels = [self.get_cross_data().first(self.axis_labels, row=label) for label in labels]
            else:
                labels = [self.get_cross_data().first(self.axis_labels, col=label) for label in labels]

        return list(map(str, labels))

    def make_title(self, drawing):
        if not self.title:
            return

        # Make the dict with kwargs
        kwargs = self.title.copy()
        kwargs.setdefault('x', drawing.width / 2)
        kwargs.setdefault('y', drawing.height)

        # Make the string
        title = String(**kwargs)

        drawing.add(title)

        return title

    # CHART METHODS

    def get_cross_data(self, data=None):
        if not getattr(self, '_cross_data', None):
            data = data or self.data

            # Transforms data to cross-reference matrix
            if isinstance(data, str):
                data = get_attr_value(self.instance, data)

            if not isinstance(data, CrossReferenceMatrix):
                if self.rows_attribute: # and self.cols_attribute:
                    data = CrossReferenceMatrix(
                            data,
                            self.rows_attribute,
                            self.cols_attribute,
                            decimal_as_float=True,
                            )

            self._cross_data = data

        return self._cross_data

    def get_data(self):
        data = self.data

        # Returns nothing data is empty
        if not data:
            data = self.report.queryset # TODO: Change to support current objects
                                        # list (for subreports and groups)

        # Transforms data to cross-reference matrix
        data = self.get_cross_data(data)

        # Summarize data or get its matrix (after it is a Cross-Reference Matrix)
        if self.summarize_by == CROSS_ROWS:
            data = data.summarize_rows(self.cell_attribute, self.action)
        elif self.summarize_by == CROSS_COLS:
            data = data.summarize_cols(self.cell_attribute, self.action)
        else:
            data = data.matrix(self.cell_attribute, self.action)

        def none_to_zero(value):
            if value is None:
                value = 0
            elif isinstance(value, (list, tuple)):
                value = [cell or 0 for cell in value]

            return value

        def round_values(value):
            if isinstance(value, (float, decimal.Decimal)):
                value = int(round(value))
            elif isinstance(value, (list, tuple)):
                value = list(map(int, list(map(round, value))))

            return value

        # Replace None to Zero
        if self.replace_none_by_zero:
            data = list(map(none_to_zero,  data))

        # Truncate decimal places
        if self.round_values:
            data = list(map(round_values,  data))

            # Stores major value in temporary variable to use it later
            if data:
                if isinstance(data[0], int):
                    self._max_value = max(data)
                elif isinstance(data[0], (list, tuple)):
                    self._max_value = max(list(map(max, data)))

        return data

    def set_chart_attributes(self, chart):
        # Cols (Y) labels - Y axis
        if self.axis_labels:
            chart.categoryAxis.categoryNames = self.get_axis_labels()

            if self.axis_labels_angle is not None:
                chart.categoryAxis.labels.angle = self.axis_labels_angle
                chart.categoryAxis.labels.boxAnchor = 'ne'

    def set_chart_style(self, chart):
        # Setting additional chart attributes
        if self.chart_style:
            for k,v in list(self.chart_style.items()):
                setattr(chart, k, v)

    def create_chart(self):
        chart = self.chart_class()

        return chart

    def render(self):
        # Make data matrix
        data = self.get_data()

        if not data:
            return

        # Creates the chart instance
        chart = self.create_chart()
        chart.data = data

        # Sets additional attributes
        self.set_chart_attributes(chart)

        return self.get_drawing(chart)

class BaseMatrixChart(BaseChart):
    """Abstract chart class to support matrix charts"""

    def get_data(self):
        data = super(BaseMatrixChart, self).get_data()

        if data and self.summarize_by:
            data = [data]
        
        return data

class LineChart(BaseMatrixChart):
    chart_class = OriginalLineChart

    def set_chart_attributes(self, chart):
        super(LineChart, self).set_chart_attributes(chart)

        # Cells labels
        if isinstance(self.values_labels, (tuple, list)):
            self.chart_style.setdefault('lineLabelFormat', self.values_labels)
        elif isinstance(self.values_labels, dict) and self.values_labels.get('labels', None):
            self.chart_style.setdefault('lineLabelFormat', self.values_labels['labels'])
        else:
            self.chart_style.pop('lineLabelFormat', None)

        # Set the line colors
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.lines[num].strokeColor = color
                except IndexError:
                    break

        # Value Axis min value
        if getattr(self, 'y_axis_min_value', None) != None:
            chart.valueAxis.valueMin = self.y_axis_min_value

        # Informed value axis step value
        if getattr(self, 'y_axis_step_value', None):
            chart.valueAxis.valueStep = self.y_axis_step_value

        # Value axis without decimal values
        elif self.round_values and getattr(self, '_max_value', None):
            chart.valueAxis.valueStep = round(self._max_value / 4)

class BarChart(BaseMatrixChart):
    chart_class = None
    horizontal = False # If is not horizontal, is because it is vertical (default)
    is3d = False

    def __init__(self, *args, **kwargs):
        super(BarChart, self).__init__(*args, **kwargs)

        # Chart class varies depending on attributes
        if not self.chart_class:
            if self.horizontal and self.is3d:
                self.chart_class = OriginalHorizBarChart3D
            elif self.horizontal:
                self.chart_class = OriginalHorizBarChart
            elif self.is3d:
                self.chart_class = OriginalVertBarChart3D
            else:
                self.chart_class = OriginalVertBarChart

    def clone(self):
        new = super(BarChart, self).clone()

        new.horizontal = self.horizontal
        new.is3d = self.is3d

        return new

    def set_chart_attributes(self, chart):
        super(BarChart, self).set_chart_attributes(chart)

        # Cells labels
        if self.values_labels:
            if isinstance(self.values_labels, (tuple, list)):
                self.chart_style.setdefault('barLabelFormat', self.values_labels)
            elif isinstance(self.values_labels, dict) and self.values_labels.get('labels', None):
                self.chart_style.setdefault('barLabelFormat', self.values_labels['labels'])

            # Label orientation
            if self.horizontal:
                chart.barLabels.boxAnchor = 'w'
            else:
                chart.barLabels.boxAnchor = 's'
        else:
            self.chart_style.pop('barLabelFormat', None)

        # Set bar strokes
        chart.bars.strokeWidth = 0

        # Forces bars to start from 0 (instead of lower value)
        chart.valueAxis.forceZero = 1

        # Shows axis X labels
        if not self.summarize_by: # XXX
            chart.categoryAxis.categoryNames = self.get_axis_labels()

        # Set the bar colors
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.bars[num].fillColor = color
                except IndexError:
                    break

    def get_data(self):
        data = super(BarChart, self).get_data()

        # Forces multiple colors
        if self.summarize_by and data:
            data = [[i] for i in data[0]]

        return data

class HorizontalBarChart(BarChart):
    horizontal = True

class SpiderChart(BaseMatrixChart):
    chart_class = OriginalSpiderChart

    def set_chart_attributes(self, chart):
        # Chart labels
        chart.labels = self.get_axis_labels()

        # Set the strands colors
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.strands[num].fillColor = color
                except IndexError:
                    break

class PieChart(BaseChart):
    chart_class = OriginalPieChart
    slice_popout = None

    def __init__(self, **kwargs):
        super(PieChart, self).__init__(**kwargs)

        # Force default value for summarize
        if not self.summarize_by:
            self.summarize_by = CROSS_ROWS

    def set_chart_attributes(self, chart):
        # Sets the slice colors
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.slices[num].fillColor = color
                except IndexError:
                    break

        # Sets the slice to popout
        pos = -1
        if self.slice_popout == True:
            data = self.get_data()
            pos = data.index(max(data))
        elif isinstance(self.slice_popout, int):
            pos = self.slice_popout
        elif isinstance(self.slice_popout, collections.Callable):
            pos = self.slice_popout(self, chart)

        if pos >= 0:
            chart.slices[pos].popout = 20

        # Default labels
        chart.labels = self.get_axis_labels()

        # Cells labels
        if isinstance(self.values_labels, dict):
            for k,v in list(self.values_labels.items()):
                if k == 'labels' and v:
                    chart.labels = v
                else:
                    setattr(chart.slices, k, v)

    def clone(self):
        new = super(PieChart, self).clone()
        new.slice_popout = self.slice_popout
        return new

    def get_drawing(self, chart):
        if self.action == 'percent':
            chart.labels = ['%s - %s%%'%(label,val) for label, val in zip(chart.labels, chart.data)]

        return super(PieChart, self).get_drawing(chart)

class DoughnutChart(PieChart):
    chart_class = OriginalDoughnutChart


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class BaseChart(Graphic):
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    def get_legend_labels(self):
        if self.summarize_by:
            return self.get_axis_labels()
        if isinstance(self.legend_labels, dict) and self.legend_labels.get(
            'labels', None):
            labels = self.legend_labels['labels']
        elif isinstance(self.legend_labels, (tuple, list)):
            labels = self.legend_labels
        else:
            labels = self.get_cross_data().rows()
        if isinstance(self.legend_labels, collections.Callable):
            labels = [self.legend_labels(self, label, num) for num, label in
                enumerate(labels)]
        elif isinstance(self.legend_labels, str):
            labels = [self.get_cross_data().first(self.legend_labels, col=
                label) for label in labels]
        return list(map(str, labels))
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class BaseMatrixChart(BaseChart):
    """Abstract chart class to support matrix charts"""

    def get_data(self):
        data = super(BaseMatrixChart, self).get_data()
        if data and self.summarize_by:
            data = [data]
        return data


class LineChart(BaseMatrixChart):
    chart_class = OriginalLineChart

    def set_chart_attributes(self, chart):
        super(LineChart, self).set_chart_attributes(chart)
        if isinstance(self.values_labels, (tuple, list)):
            self.chart_style.setdefault('lineLabelFormat', self.values_labels)
        elif isinstance(self.values_labels, dict) and self.values_labels.get(
            'labels', None):
            self.chart_style.setdefault('lineLabelFormat', self.
                values_labels['labels'])
        else:
            self.chart_style.pop('lineLabelFormat', None)
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.lines[num].strokeColor = color
                except IndexError:
                    break
        if getattr(self, 'y_axis_min_value', None) != None:
            chart.valueAxis.valueMin = self.y_axis_min_value
        if getattr(self, 'y_axis_step_value', None):
            chart.valueAxis.valueStep = self.y_axis_step_value
        elif self.round_values and getattr(self, '_max_value', None):
            chart.valueAxis.valueStep = round(self._max_value / 4)


class BarChart(BaseMatrixChart):
    chart_class = None
    horizontal = False
    is3d = False

    def __init__(self, *args, **kwargs):
        super(BarChart, self).__init__(*args, **kwargs)
        if not self.chart_class:
            if self.horizontal and self.is3d:
                self.chart_class = OriginalHorizBarChart3D
            elif self.horizontal:
                self.chart_class = OriginalHorizBarChart
            elif self.is3d:
                self.chart_class = OriginalVertBarChart3D
            else:
                self.chart_class = OriginalVertBarChart

    def clone(self):
        new = super(BarChart, self).clone()
        new.horizontal = self.horizontal
        new.is3d = self.is3d
        return new

    def set_chart_attributes(self, chart):
        super(BarChart, self).set_chart_attributes(chart)
        if self.values_labels:
            if isinstance(self.values_labels, (tuple, list)):
                self.chart_style.setdefault('barLabelFormat', self.
                    values_labels)
            elif isinstance(self.values_labels, dict
                ) and self.values_labels.get('labels', None):
                self.chart_style.setdefault('barLabelFormat', self.
                    values_labels['labels'])
            if self.horizontal:
                chart.barLabels.boxAnchor = 'w'
            else:
                chart.barLabels.boxAnchor = 's'
        else:
            self.chart_style.pop('barLabelFormat', None)
        chart.bars.strokeWidth = 0
        chart.valueAxis.forceZero = 1
        if not self.summarize_by:
            chart.categoryAxis.categoryNames = self.get_axis_labels()
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.bars[num].fillColor = color
                except IndexError:
                    break

    def get_data(self):
        data = super(BarChart, self).get_data()
        if self.summarize_by and data:
            data = [[i] for i in data[0]]
        return data


class HorizontalBarChart(BarChart):
    horizontal = True


class SpiderChart(BaseMatrixChart):
    chart_class = OriginalSpiderChart

    def set_chart_attributes(self, chart):
        chart.labels = self.get_axis_labels()
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.strands[num].fillColor = color
                except IndexError:
                    break


class PieChart(BaseChart):
    chart_class = OriginalPieChart
    slice_popout = None

    def __init__(self, **kwargs):
        super(PieChart, self).__init__(**kwargs)
        if not self.summarize_by:
            self.summarize_by = CROSS_ROWS

    def set_chart_attributes(self, chart):
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.slices[num].fillColor = color
                except IndexError:
                    break
        pos = -1
        if self.slice_popout == True:
            data = self.get_data()
            pos = data.index(max(data))
        elif isinstance(self.slice_popout, int):
            pos = self.slice_popout
        elif isinstance(self.slice_popout, collections.Callable):
            pos = self.slice_popout(self, chart)
        if pos >= 0:
            chart.slices[pos].popout = 20
        chart.labels = self.get_axis_labels()
        if isinstance(self.values_labels, dict):
            for k, v in list(self.values_labels.items()):
                if k == 'labels' and v:
                    chart.labels = v
                else:
                    setattr(chart.slices, k, v)

    def clone(self):
        new = super(PieChart, self).clone()
        new.slice_popout = self.slice_popout
        return new

    def get_drawing(self, chart):
        if self.action == 'percent':
            chart.labels = [('%s - %s%%' % (label, val)) for label, val in
                zip(chart.labels, chart.data)]
        return super(PieChart, self).get_drawing(chart)


class DoughnutChart(PieChart):
    chart_class = OriginalDoughnutChart

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class BaseChart(Graphic):
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    def clone(self):
        new = super(BaseChart, self).clone()
        new.chart_class = self.chart_class
        new.title = self.title
        new.colors = self.colors
        new.rows_attribute = self.rows_attribute
        new.cols_attribute = self.cols_attribute
        new.cell_attribute = self.cell_attribute
        new.action = self.action
        new.data = self.data
        new.chart_style = self.chart_style
        new.axis_labels = self.axis_labels
        new.axis_labels_angle = self.axis_labels_angle
        new.legend_labels = self.legend_labels
        new.values_labels = self.values_labels
        new.replace_none_by_zero = self.replace_none_by_zero
        new.round_values = self.round_values
        new.summarize_by = self.summarize_by
        return new
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    def get_drawing(self, chart):
        """Create and returns the drawing, to be generated"""
        drawing = Drawing(self.width, self.height)
        title = self.make_title(drawing)
        chart.height = self.height
        chart.width = self.width
        legend = self.make_legend(drawing, chart)
        if title:
            chart.height -= self.title.get('height', DEFAULT_TITLE_HEIGHT)
            self.top += self.title.get('height', DEFAULT_TITLE_HEIGHT)
        self.set_chart_style(chart)
        drawing.add(chart)
        drawing = drawing.resized()
        return drawing

    def make_legend(self, drawing, chart):
        if not self.legend_labels:
            return
        labels = self.get_legend_labels()
        legend = Legend()
        legend.colorNamePairs = list(zip(self.colors[:len(labels)], labels))
        legend.columnMaximum = len(legend.colorNamePairs)
        legend.deltay = 5
        legend.alignment = 'right'
        legend.x = drawing.width + 40
        legend.y = drawing.height - (self.title and self.title.get('height',
            DEFAULT_TITLE_HEIGHT) or 0)
        if isinstance(self.legend_labels, dict):
            for k, v in list(self.legend_labels.items()):
                if k != 'labels' and v:
                    setattr(legend, k, v)
        drawing.add(legend)
        return legend

    def get_legend_labels(self):
        if self.summarize_by:
            return self.get_axis_labels()
        if isinstance(self.legend_labels, dict) and self.legend_labels.get(
            'labels', None):
            labels = self.legend_labels['labels']
        elif isinstance(self.legend_labels, (tuple, list)):
            labels = self.legend_labels
        else:
            labels = self.get_cross_data().rows()
        if isinstance(self.legend_labels, collections.Callable):
            labels = [self.legend_labels(self, label, num) for num, label in
                enumerate(labels)]
        elif isinstance(self.legend_labels, str):
            labels = [self.get_cross_data().first(self.legend_labels, col=
                label) for label in labels]
        return list(map(str, labels))

    def get_axis_labels(self):
        if isinstance(self.axis_labels, dict) and self.axis_labels.get('labels'
            , None):
            labels = self.axis_labels['labels']
        elif isinstance(self.axis_labels, (tuple, list)):
            labels = self.axis_labels
        elif self.summarize_by == CROSS_ROWS:
            labels = self.get_cross_data().rows()
        else:
            labels = self.get_cross_data().cols()
        if isinstance(self.axis_labels, collections.Callable):
            labels = [self.axis_labels(self, label, num) for num, label in
                enumerate(labels)]
        elif isinstance(self.axis_labels, str):
            if self.summarize_by == CROSS_ROWS:
                labels = [self.get_cross_data().first(self.axis_labels, row
                    =label) for label in labels]
            else:
                labels = [self.get_cross_data().first(self.axis_labels, col
                    =label) for label in labels]
        return list(map(str, labels))

    def make_title(self, drawing):
        if not self.title:
            return
        kwargs = self.title.copy()
        kwargs.setdefault('x', drawing.width / 2)
        kwargs.setdefault('y', drawing.height)
        title = String(**kwargs)
        drawing.add(title)
        return title
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    def set_chart_style(self, chart):
        if self.chart_style:
            for k, v in list(self.chart_style.items()):
                setattr(chart, k, v)

    def create_chart(self):
        chart = self.chart_class()
        return chart

    def render(self):
        data = self.get_data()
        if not data:
            return
        chart = self.create_chart()
        chart.data = data
        self.set_chart_attributes(chart)
        return self.get_drawing(chart)


class BaseMatrixChart(BaseChart):
    """Abstract chart class to support matrix charts"""

    def get_data(self):
        data = super(BaseMatrixChart, self).get_data()
        if data and self.summarize_by:
            data = [data]
        return data


class LineChart(BaseMatrixChart):
    chart_class = OriginalLineChart

    def set_chart_attributes(self, chart):
        super(LineChart, self).set_chart_attributes(chart)
        if isinstance(self.values_labels, (tuple, list)):
            self.chart_style.setdefault('lineLabelFormat', self.values_labels)
        elif isinstance(self.values_labels, dict) and self.values_labels.get(
            'labels', None):
            self.chart_style.setdefault('lineLabelFormat', self.
                values_labels['labels'])
        else:
            self.chart_style.pop('lineLabelFormat', None)
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.lines[num].strokeColor = color
                except IndexError:
                    break
        if getattr(self, 'y_axis_min_value', None) != None:
            chart.valueAxis.valueMin = self.y_axis_min_value
        if getattr(self, 'y_axis_step_value', None):
            chart.valueAxis.valueStep = self.y_axis_step_value
        elif self.round_values and getattr(self, '_max_value', None):
            chart.valueAxis.valueStep = round(self._max_value / 4)


class BarChart(BaseMatrixChart):
    chart_class = None
    horizontal = False
    is3d = False

    def __init__(self, *args, **kwargs):
        super(BarChart, self).__init__(*args, **kwargs)
        if not self.chart_class:
            if self.horizontal and self.is3d:
                self.chart_class = OriginalHorizBarChart3D
            elif self.horizontal:
                self.chart_class = OriginalHorizBarChart
            elif self.is3d:
                self.chart_class = OriginalVertBarChart3D
            else:
                self.chart_class = OriginalVertBarChart

    def clone(self):
        new = super(BarChart, self).clone()
        new.horizontal = self.horizontal
        new.is3d = self.is3d
        return new

    def set_chart_attributes(self, chart):
        super(BarChart, self).set_chart_attributes(chart)
        if self.values_labels:
            if isinstance(self.values_labels, (tuple, list)):
                self.chart_style.setdefault('barLabelFormat', self.
                    values_labels)
            elif isinstance(self.values_labels, dict
                ) and self.values_labels.get('labels', None):
                self.chart_style.setdefault('barLabelFormat', self.
                    values_labels['labels'])
            if self.horizontal:
                chart.barLabels.boxAnchor = 'w'
            else:
                chart.barLabels.boxAnchor = 's'
        else:
            self.chart_style.pop('barLabelFormat', None)
        chart.bars.strokeWidth = 0
        chart.valueAxis.forceZero = 1
        if not self.summarize_by:
            chart.categoryAxis.categoryNames = self.get_axis_labels()
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.bars[num].fillColor = color
                except IndexError:
                    break

    def get_data(self):
        data = super(BarChart, self).get_data()
        if self.summarize_by and data:
            data = [[i] for i in data[0]]
        return data


class HorizontalBarChart(BarChart):
    horizontal = True


class SpiderChart(BaseMatrixChart):
    chart_class = OriginalSpiderChart

    def set_chart_attributes(self, chart):
        chart.labels = self.get_axis_labels()
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.strands[num].fillColor = color
                except IndexError:
                    break


class PieChart(BaseChart):
    chart_class = OriginalPieChart
    slice_popout = None

    def __init__(self, **kwargs):
        super(PieChart, self).__init__(**kwargs)
        if not self.summarize_by:
            self.summarize_by = CROSS_ROWS

    def set_chart_attributes(self, chart):
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.slices[num].fillColor = color
                except IndexError:
                    break
        pos = -1
        if self.slice_popout == True:
            data = self.get_data()
            pos = data.index(max(data))
        elif isinstance(self.slice_popout, int):
            pos = self.slice_popout
        elif isinstance(self.slice_popout, collections.Callable):
            pos = self.slice_popout(self, chart)
        if pos >= 0:
            chart.slices[pos].popout = 20
        chart.labels = self.get_axis_labels()
        if isinstance(self.values_labels, dict):
            for k, v in list(self.values_labels.items()):
                if k == 'labels' and v:
                    chart.labels = v
                else:
                    setattr(chart.slices, k, v)

    def clone(self):
        new = super(PieChart, self).clone()
        new.slice_popout = self.slice_popout
        return new

    def get_drawing(self, chart):
        if self.action == 'percent':
            chart.labels = [('%s - %s%%' % (label, val)) for label, val in
                zip(chart.labels, chart.data)]
        return super(PieChart, self).get_drawing(chart)


class DoughnutChart(PieChart):
    chart_class = OriginalDoughnutChart

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class BaseChart(Graphic):
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    def __init__(self, **kwargs):
        for k, v in list(kwargs.items()):
            if k == 'style':
                setattr(self, 'chart_style', v)
            else:
                setattr(self, k, v)
        if self.title:
            self.title = isinstance(self.title, dict) and self.title or {'text'
                : self.title}
            self.title.setdefault('fontSize', 14)
            self.title.setdefault('textAnchor', 'middle')
            self.title.setdefault('height', DEFAULT_TITLE_HEIGHT)
        if self.colors == False:
            self.legend_labels = None
        elif not self.colors:
            self.colors = self.get_available_colors()
        else:
            self.prepare_colors()
        self.chart_style = self.chart_style or {}

    def clone(self):
        new = super(BaseChart, self).clone()
        new.chart_class = self.chart_class
        new.title = self.title
        new.colors = self.colors
        new.rows_attribute = self.rows_attribute
        new.cols_attribute = self.cols_attribute
        new.cell_attribute = self.cell_attribute
        new.action = self.action
        new.data = self.data
        new.chart_style = self.chart_style
        new.axis_labels = self.axis_labels
        new.axis_labels_angle = self.axis_labels_angle
        new.legend_labels = self.legend_labels
        new.values_labels = self.values_labels
        new.replace_none_by_zero = self.replace_none_by_zero
        new.round_values = self.round_values
        new.summarize_by = self.summarize_by
        return new
    <mask token>
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    def get_drawing(self, chart):
        """Create and returns the drawing, to be generated"""
        drawing = Drawing(self.width, self.height)
        title = self.make_title(drawing)
        chart.height = self.height
        chart.width = self.width
        legend = self.make_legend(drawing, chart)
        if title:
            chart.height -= self.title.get('height', DEFAULT_TITLE_HEIGHT)
            self.top += self.title.get('height', DEFAULT_TITLE_HEIGHT)
        self.set_chart_style(chart)
        drawing.add(chart)
        drawing = drawing.resized()
        return drawing

    def make_legend(self, drawing, chart):
        if not self.legend_labels:
            return
        labels = self.get_legend_labels()
        legend = Legend()
        legend.colorNamePairs = list(zip(self.colors[:len(labels)], labels))
        legend.columnMaximum = len(legend.colorNamePairs)
        legend.deltay = 5
        legend.alignment = 'right'
        legend.x = drawing.width + 40
        legend.y = drawing.height - (self.title and self.title.get('height',
            DEFAULT_TITLE_HEIGHT) or 0)
        if isinstance(self.legend_labels, dict):
            for k, v in list(self.legend_labels.items()):
                if k != 'labels' and v:
                    setattr(legend, k, v)
        drawing.add(legend)
        return legend

    def get_legend_labels(self):
        if self.summarize_by:
            return self.get_axis_labels()
        if isinstance(self.legend_labels, dict) and self.legend_labels.get(
            'labels', None):
            labels = self.legend_labels['labels']
        elif isinstance(self.legend_labels, (tuple, list)):
            labels = self.legend_labels
        else:
            labels = self.get_cross_data().rows()
        if isinstance(self.legend_labels, collections.Callable):
            labels = [self.legend_labels(self, label, num) for num, label in
                enumerate(labels)]
        elif isinstance(self.legend_labels, str):
            labels = [self.get_cross_data().first(self.legend_labels, col=
                label) for label in labels]
        return list(map(str, labels))

    def get_axis_labels(self):
        if isinstance(self.axis_labels, dict) and self.axis_labels.get('labels'
            , None):
            labels = self.axis_labels['labels']
        elif isinstance(self.axis_labels, (tuple, list)):
            labels = self.axis_labels
        elif self.summarize_by == CROSS_ROWS:
            labels = self.get_cross_data().rows()
        else:
            labels = self.get_cross_data().cols()
        if isinstance(self.axis_labels, collections.Callable):
            labels = [self.axis_labels(self, label, num) for num, label in
                enumerate(labels)]
        elif isinstance(self.axis_labels, str):
            if self.summarize_by == CROSS_ROWS:
                labels = [self.get_cross_data().first(self.axis_labels, row
                    =label) for label in labels]
            else:
                labels = [self.get_cross_data().first(self.axis_labels, col
                    =label) for label in labels]
        return list(map(str, labels))

    def make_title(self, drawing):
        if not self.title:
            return
        kwargs = self.title.copy()
        kwargs.setdefault('x', drawing.width / 2)
        kwargs.setdefault('y', drawing.height)
        title = String(**kwargs)
        drawing.add(title)
        return title

    def get_cross_data(self, data=None):
        if not getattr(self, '_cross_data', None):
            data = data or self.data
            if isinstance(data, str):
                data = get_attr_value(self.instance, data)
            if not isinstance(data, CrossReferenceMatrix):
                if self.rows_attribute:
                    data = CrossReferenceMatrix(data, self.rows_attribute,
                        self.cols_attribute, decimal_as_float=True)
            self._cross_data = data
        return self._cross_data
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    def set_chart_attributes(self, chart):
        if self.axis_labels:
            chart.categoryAxis.categoryNames = self.get_axis_labels()
            if self.axis_labels_angle is not None:
                chart.categoryAxis.labels.angle = self.axis_labels_angle
                chart.categoryAxis.labels.boxAnchor = 'ne'

    def set_chart_style(self, chart):
        if self.chart_style:
            for k, v in list(self.chart_style.items()):
                setattr(chart, k, v)

    def create_chart(self):
        chart = self.chart_class()
        return chart

    def render(self):
        data = self.get_data()
        if not data:
            return
        chart = self.create_chart()
        chart.data = data
        self.set_chart_attributes(chart)
        return self.get_drawing(chart)


class BaseMatrixChart(BaseChart):
    """Abstract chart class to support matrix charts"""

    def get_data(self):
        data = super(BaseMatrixChart, self).get_data()
        if data and self.summarize_by:
            data = [data]
        return data


class LineChart(BaseMatrixChart):
    chart_class = OriginalLineChart

    def set_chart_attributes(self, chart):
        super(LineChart, self).set_chart_attributes(chart)
        if isinstance(self.values_labels, (tuple, list)):
            self.chart_style.setdefault('lineLabelFormat', self.values_labels)
        elif isinstance(self.values_labels, dict) and self.values_labels.get(
            'labels', None):
            self.chart_style.setdefault('lineLabelFormat', self.
                values_labels['labels'])
        else:
            self.chart_style.pop('lineLabelFormat', None)
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.lines[num].strokeColor = color
                except IndexError:
                    break
        if getattr(self, 'y_axis_min_value', None) != None:
            chart.valueAxis.valueMin = self.y_axis_min_value
        if getattr(self, 'y_axis_step_value', None):
            chart.valueAxis.valueStep = self.y_axis_step_value
        elif self.round_values and getattr(self, '_max_value', None):
            chart.valueAxis.valueStep = round(self._max_value / 4)


class BarChart(BaseMatrixChart):
    chart_class = None
    horizontal = False
    is3d = False

    def __init__(self, *args, **kwargs):
        super(BarChart, self).__init__(*args, **kwargs)
        if not self.chart_class:
            if self.horizontal and self.is3d:
                self.chart_class = OriginalHorizBarChart3D
            elif self.horizontal:
                self.chart_class = OriginalHorizBarChart
            elif self.is3d:
                self.chart_class = OriginalVertBarChart3D
            else:
                self.chart_class = OriginalVertBarChart

    def clone(self):
        new = super(BarChart, self).clone()
        new.horizontal = self.horizontal
        new.is3d = self.is3d
        return new

    def set_chart_attributes(self, chart):
        super(BarChart, self).set_chart_attributes(chart)
        if self.values_labels:
            if isinstance(self.values_labels, (tuple, list)):
                self.chart_style.setdefault('barLabelFormat', self.
                    values_labels)
            elif isinstance(self.values_labels, dict
                ) and self.values_labels.get('labels', None):
                self.chart_style.setdefault('barLabelFormat', self.
                    values_labels['labels'])
            if self.horizontal:
                chart.barLabels.boxAnchor = 'w'
            else:
                chart.barLabels.boxAnchor = 's'
        else:
            self.chart_style.pop('barLabelFormat', None)
        chart.bars.strokeWidth = 0
        chart.valueAxis.forceZero = 1
        if not self.summarize_by:
            chart.categoryAxis.categoryNames = self.get_axis_labels()
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.bars[num].fillColor = color
                except IndexError:
                    break

    def get_data(self):
        data = super(BarChart, self).get_data()
        if self.summarize_by and data:
            data = [[i] for i in data[0]]
        return data


class HorizontalBarChart(BarChart):
    horizontal = True


class SpiderChart(BaseMatrixChart):
    chart_class = OriginalSpiderChart

    def set_chart_attributes(self, chart):
        chart.labels = self.get_axis_labels()
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.strands[num].fillColor = color
                except IndexError:
                    break


class PieChart(BaseChart):
    chart_class = OriginalPieChart
    slice_popout = None

    def __init__(self, **kwargs):
        super(PieChart, self).__init__(**kwargs)
        if not self.summarize_by:
            self.summarize_by = CROSS_ROWS

    def set_chart_attributes(self, chart):
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.slices[num].fillColor = color
                except IndexError:
                    break
        pos = -1
        if self.slice_popout == True:
            data = self.get_data()
            pos = data.index(max(data))
        elif isinstance(self.slice_popout, int):
            pos = self.slice_popout
        elif isinstance(self.slice_popout, collections.Callable):
            pos = self.slice_popout(self, chart)
        if pos >= 0:
            chart.slices[pos].popout = 20
        chart.labels = self.get_axis_labels()
        if isinstance(self.values_labels, dict):
            for k, v in list(self.values_labels.items()):
                if k == 'labels' and v:
                    chart.labels = v
                else:
                    setattr(chart.slices, k, v)

    def clone(self):
        new = super(PieChart, self).clone()
        new.slice_popout = self.slice_popout
        return new

    def get_drawing(self, chart):
        if self.action == 'percent':
            chart.labels = [('%s - %s%%' % (label, val)) for label, val in
                zip(chart.labels, chart.data)]
        return super(PieChart, self).get_drawing(chart)


class DoughnutChart(PieChart):
    chart_class = OriginalDoughnutChart

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class BaseChart(Graphic):
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    def __init__(self, **kwargs):
        for k, v in list(kwargs.items()):
            if k == 'style':
                setattr(self, 'chart_style', v)
            else:
                setattr(self, k, v)
        if self.title:
            self.title = isinstance(self.title, dict) and self.title or {'text'
                : self.title}
            self.title.setdefault('fontSize', 14)
            self.title.setdefault('textAnchor', 'middle')
            self.title.setdefault('height', DEFAULT_TITLE_HEIGHT)
        if self.colors == False:
            self.legend_labels = None
        elif not self.colors:
            self.colors = self.get_available_colors()
        else:
            self.prepare_colors()
        self.chart_style = self.chart_style or {}

    def clone(self):
        new = super(BaseChart, self).clone()
        new.chart_class = self.chart_class
        new.title = self.title
        new.colors = self.colors
        new.rows_attribute = self.rows_attribute
        new.cols_attribute = self.cols_attribute
        new.cell_attribute = self.cell_attribute
        new.action = self.action
        new.data = self.data
        new.chart_style = self.chart_style
        new.axis_labels = self.axis_labels
        new.axis_labels_angle = self.axis_labels_angle
        new.legend_labels = self.legend_labels
        new.values_labels = self.values_labels
        new.replace_none_by_zero = self.replace_none_by_zero
        new.round_values = self.round_values
        new.summarize_by = self.summarize_by
        return new

    @memoize
    def get_available_colors(self):
        """Returns a list of available colors"""
        colors = getAllNamedColors()
        colors.pop('white', None)
        colors.pop('black', None)
        colors = list(colors.values())
        random.shuffle(colors)
        return colors
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    def get_drawing(self, chart):
        """Create and returns the drawing, to be generated"""
        drawing = Drawing(self.width, self.height)
        title = self.make_title(drawing)
        chart.height = self.height
        chart.width = self.width
        legend = self.make_legend(drawing, chart)
        if title:
            chart.height -= self.title.get('height', DEFAULT_TITLE_HEIGHT)
            self.top += self.title.get('height', DEFAULT_TITLE_HEIGHT)
        self.set_chart_style(chart)
        drawing.add(chart)
        drawing = drawing.resized()
        return drawing

    def make_legend(self, drawing, chart):
        if not self.legend_labels:
            return
        labels = self.get_legend_labels()
        legend = Legend()
        legend.colorNamePairs = list(zip(self.colors[:len(labels)], labels))
        legend.columnMaximum = len(legend.colorNamePairs)
        legend.deltay = 5
        legend.alignment = 'right'
        legend.x = drawing.width + 40
        legend.y = drawing.height - (self.title and self.title.get('height',
            DEFAULT_TITLE_HEIGHT) or 0)
        if isinstance(self.legend_labels, dict):
            for k, v in list(self.legend_labels.items()):
                if k != 'labels' and v:
                    setattr(legend, k, v)
        drawing.add(legend)
        return legend

    def get_legend_labels(self):
        if self.summarize_by:
            return self.get_axis_labels()
        if isinstance(self.legend_labels, dict) and self.legend_labels.get(
            'labels', None):
            labels = self.legend_labels['labels']
        elif isinstance(self.legend_labels, (tuple, list)):
            labels = self.legend_labels
        else:
            labels = self.get_cross_data().rows()
        if isinstance(self.legend_labels, collections.Callable):
            labels = [self.legend_labels(self, label, num) for num, label in
                enumerate(labels)]
        elif isinstance(self.legend_labels, str):
            labels = [self.get_cross_data().first(self.legend_labels, col=
                label) for label in labels]
        return list(map(str, labels))

    def get_axis_labels(self):
        if isinstance(self.axis_labels, dict) and self.axis_labels.get('labels'
            , None):
            labels = self.axis_labels['labels']
        elif isinstance(self.axis_labels, (tuple, list)):
            labels = self.axis_labels
        elif self.summarize_by == CROSS_ROWS:
            labels = self.get_cross_data().rows()
        else:
            labels = self.get_cross_data().cols()
        if isinstance(self.axis_labels, collections.Callable):
            labels = [self.axis_labels(self, label, num) for num, label in
                enumerate(labels)]
        elif isinstance(self.axis_labels, str):
            if self.summarize_by == CROSS_ROWS:
                labels = [self.get_cross_data().first(self.axis_labels, row
                    =label) for label in labels]
            else:
                labels = [self.get_cross_data().first(self.axis_labels, col
                    =label) for label in labels]
        return list(map(str, labels))

    def make_title(self, drawing):
        if not self.title:
            return
        kwargs = self.title.copy()
        kwargs.setdefault('x', drawing.width / 2)
        kwargs.setdefault('y', drawing.height)
        title = String(**kwargs)
        drawing.add(title)
        return title

    def get_cross_data(self, data=None):
        if not getattr(self, '_cross_data', None):
            data = data or self.data
            if isinstance(data, str):
                data = get_attr_value(self.instance, data)
            if not isinstance(data, CrossReferenceMatrix):
                if self.rows_attribute:
                    data = CrossReferenceMatrix(data, self.rows_attribute,
                        self.cols_attribute, decimal_as_float=True)
            self._cross_data = data
        return self._cross_data
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    def set_chart_attributes(self, chart):
        if self.axis_labels:
            chart.categoryAxis.categoryNames = self.get_axis_labels()
            if self.axis_labels_angle is not None:
                chart.categoryAxis.labels.angle = self.axis_labels_angle
                chart.categoryAxis.labels.boxAnchor = 'ne'

    def set_chart_style(self, chart):
        if self.chart_style:
            for k, v in list(self.chart_style.items()):
                setattr(chart, k, v)

    def create_chart(self):
        chart = self.chart_class()
        return chart

    def render(self):
        data = self.get_data()
        if not data:
            return
        chart = self.create_chart()
        chart.data = data
        self.set_chart_attributes(chart)
        return self.get_drawing(chart)


class BaseMatrixChart(BaseChart):
    """Abstract chart class to support matrix charts"""

    def get_data(self):
        data = super(BaseMatrixChart, self).get_data()
        if data and self.summarize_by:
            data = [data]
        return data


class LineChart(BaseMatrixChart):
    chart_class = OriginalLineChart

    def set_chart_attributes(self, chart):
        super(LineChart, self).set_chart_attributes(chart)
        if isinstance(self.values_labels, (tuple, list)):
            self.chart_style.setdefault('lineLabelFormat', self.values_labels)
        elif isinstance(self.values_labels, dict) and self.values_labels.get(
            'labels', None):
            self.chart_style.setdefault('lineLabelFormat', self.
                values_labels['labels'])
        else:
            self.chart_style.pop('lineLabelFormat', None)
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.lines[num].strokeColor = color
                except IndexError:
                    break
        if getattr(self, 'y_axis_min_value', None) != None:
            chart.valueAxis.valueMin = self.y_axis_min_value
        if getattr(self, 'y_axis_step_value', None):
            chart.valueAxis.valueStep = self.y_axis_step_value
        elif self.round_values and getattr(self, '_max_value', None):
            chart.valueAxis.valueStep = round(self._max_value / 4)


class BarChart(BaseMatrixChart):
    chart_class = None
    horizontal = False
    is3d = False

    def __init__(self, *args, **kwargs):
        super(BarChart, self).__init__(*args, **kwargs)
        if not self.chart_class:
            if self.horizontal and self.is3d:
                self.chart_class = OriginalHorizBarChart3D
            elif self.horizontal:
                self.chart_class = OriginalHorizBarChart
            elif self.is3d:
                self.chart_class = OriginalVertBarChart3D
            else:
                self.chart_class = OriginalVertBarChart

    def clone(self):
        new = super(BarChart, self).clone()
        new.horizontal = self.horizontal
        new.is3d = self.is3d
        return new

    def set_chart_attributes(self, chart):
        super(BarChart, self).set_chart_attributes(chart)
        if self.values_labels:
            if isinstance(self.values_labels, (tuple, list)):
                self.chart_style.setdefault('barLabelFormat', self.
                    values_labels)
            elif isinstance(self.values_labels, dict
                ) and self.values_labels.get('labels', None):
                self.chart_style.setdefault('barLabelFormat', self.
                    values_labels['labels'])
            if self.horizontal:
                chart.barLabels.boxAnchor = 'w'
            else:
                chart.barLabels.boxAnchor = 's'
        else:
            self.chart_style.pop('barLabelFormat', None)
        chart.bars.strokeWidth = 0
        chart.valueAxis.forceZero = 1
        if not self.summarize_by:
            chart.categoryAxis.categoryNames = self.get_axis_labels()
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.bars[num].fillColor = color
                except IndexError:
                    break

    def get_data(self):
        data = super(BarChart, self).get_data()
        if self.summarize_by and data:
            data = [[i] for i in data[0]]
        return data


class HorizontalBarChart(BarChart):
    horizontal = True


class SpiderChart(BaseMatrixChart):
    chart_class = OriginalSpiderChart

    def set_chart_attributes(self, chart):
        chart.labels = self.get_axis_labels()
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.strands[num].fillColor = color
                except IndexError:
                    break


class PieChart(BaseChart):
    chart_class = OriginalPieChart
    slice_popout = None

    def __init__(self, **kwargs):
        super(PieChart, self).__init__(**kwargs)
        if not self.summarize_by:
            self.summarize_by = CROSS_ROWS

    def set_chart_attributes(self, chart):
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.slices[num].fillColor = color
                except IndexError:
                    break
        pos = -1
        if self.slice_popout == True:
            data = self.get_data()
            pos = data.index(max(data))
        elif isinstance(self.slice_popout, int):
            pos = self.slice_popout
        elif isinstance(self.slice_popout, collections.Callable):
            pos = self.slice_popout(self, chart)
        if pos >= 0:
            chart.slices[pos].popout = 20
        chart.labels = self.get_axis_labels()
        if isinstance(self.values_labels, dict):
            for k, v in list(self.values_labels.items()):
                if k == 'labels' and v:
                    chart.labels = v
                else:
                    setattr(chart.slices, k, v)

    def clone(self):
        new = super(PieChart, self).clone()
        new.slice_popout = self.slice_popout
        return new

    def get_drawing(self, chart):
        if self.action == 'percent':
            chart.labels = [('%s - %s%%' % (label, val)) for label, val in
                zip(chart.labels, chart.data)]
        return super(PieChart, self).get_drawing(chart)


class DoughnutChart(PieChart):
    chart_class = OriginalDoughnutChart

import re, random, decimal

from reportlab.graphics.shapes import Drawing, String
from reportlab.graphics.charts.barcharts import HorizontalBarChart as OriginalHorizBarChart
from reportlab.graphics.charts.barcharts import VerticalBarChart as OriginalVertBarChart
from reportlab.graphics.charts.barcharts import HorizontalBarChart3D as OriginalHorizBarChart3D
from reportlab.graphics.charts.barcharts import VerticalBarChart3D as OriginalVertBarChart3D
from reportlab.graphics.charts.doughnut import Doughnut as OriginalDoughnutChart
from reportlab.graphics.charts.linecharts import HorizontalLineChart as OriginalLineChart
from reportlab.graphics.charts.piecharts import Pie as OriginalPieChart
from reportlab.graphics.charts.spider import SpiderChart as OriginalSpiderChart
from reportlab.graphics.charts.legends import Legend
from reportlab.lib.colors import HexColor, getAllNamedColors

from .utils import cm, memoize, get_attr_value
from .cross_reference import CrossReferenceMatrix, CROSS_COLS, CROSS_ROWS
from .graphics import Graphic
import collections

DEFAULT_TITLE_HEIGHT = 1*cm

class BaseChart(Graphic):
    """Abstract chart class"""

    chart_class = None
    title = None
    colors = None
    _width = 8*cm
    _height = 7*cm
    rows_attribute = None
    cols_attribute = None
    cell_attribute = None
    action = 'first'
    data = None
    chart_style = None # Additional chart attributes
    axis_labels = None
    axis_labels_angle = None
    legend_labels = False
    values_labels = ' %s '
    replace_none_by_zero = True
    round_values = False
    summarize_by = None # Can be None, CROSS_ROWS or CROSS_COLS

    def __init__(self, **kwargs):
        # Set instance attributes
        for k,v in list(kwargs.items()):
            if k == 'style':
                setattr(self, 'chart_style', v)
            else:
                setattr(self, k, v)

        # Prepare the title
        if self.title:
            self.title = isinstance(self.title, dict) and self.title or {'text': self.title}
            self.title.setdefault('fontSize', 14)
            self.title.setdefault('textAnchor', 'middle')
            self.title.setdefault('height', DEFAULT_TITLE_HEIGHT)

        # Prepare the colors
        if self.colors == False:
            self.legend_labels = None
        elif not self.colors:
            self.colors = self.get_available_colors()
        else:
            self.prepare_colors()

        # Prepare chart additional kwargs
        self.chart_style = self.chart_style or {}

    def clone(self):
        new = super(BaseChart, self).clone()

        new.chart_class = self.chart_class
        new.title = self.title
        new.colors = self.colors
        new.rows_attribute = self.rows_attribute
        new.cols_attribute = self.cols_attribute
        new.cell_attribute = self.cell_attribute
        new.action = self.action
        new.data = self.data
        new.chart_style = self.chart_style
        new.axis_labels = self.axis_labels
        new.axis_labels_angle = self.axis_labels_angle
        new.legend_labels = self.legend_labels
        new.values_labels = self.values_labels
        new.replace_none_by_zero = self.replace_none_by_zero
        new.round_values = self.round_values
        new.summarize_by = self.summarize_by

        return new

    # DRAWING METHODS

    @memoize
    def get_available_colors(self):
        """Returns a list of available colors"""

        # Get reportlab available colors
        colors = getAllNamedColors()

        # Remove bad colors
        colors.pop('white', None)
        colors.pop('black', None)

        # Returns only the colors values (without their names)
        colors = list(colors.values())
        
        # Shuffle colors list
        random.shuffle(colors)

        return colors

    def prepare_colors(self):
        colors = []

        for color in self.colors:
            try:
                colors.append(HexColor(color))
            except ValueError:
                pass

        self.colors = colors + self.get_available_colors()

    def get_drawing(self, chart):
        """Create and returns the drawing, to be generated"""

        drawing = Drawing(self.width, self.height)

        # Make the title
        title = self.make_title(drawing)

        # Setting chart dimensions
        chart.height = self.height
        chart.width = self.width

        # Make the legend
        legend = self.make_legend(drawing, chart)

        if title:
            chart.height -= self.title.get('height', DEFAULT_TITLE_HEIGHT)
            self.top += self.title.get('height', DEFAULT_TITLE_HEIGHT)

        # Setting additional chart attributes
        self.set_chart_style(chart)

        # Adds the chart to drawing to return
        drawing.add(chart)

        # Resizes to make sure everything is fitting
        drawing = drawing.resized()

        return drawing

    def make_legend(self, drawing, chart):
        if not self.legend_labels:
            return

        # Get legend labels
        labels = self.get_legend_labels()

        # Legend object
        legend = Legend()

        legend.colorNamePairs = list(zip(self.colors[:len(labels)], labels))
        legend.columnMaximum = len(legend.colorNamePairs)
        legend.deltay = 5
        legend.alignment = 'right'
        legend.x = drawing.width + 40
        legend.y = drawing.height - (self.title and self.title.get('height', DEFAULT_TITLE_HEIGHT) or 0)

        # Sets legend extra attributes if legend_labels is a dictionary
        if isinstance(self.legend_labels, dict):
            for k,v in list(self.legend_labels.items()):
                if k != 'labels' and v:
                    setattr(legend, k, v)

        drawing.add(legend)

        return legend

    def get_legend_labels(self):
        # Use same axis if is summarizing
        if self.summarize_by:
            return self.get_axis_labels()

        # Base labels
        if isinstance(self.legend_labels, dict) and self.legend_labels.get('labels', None):
            labels = self.legend_labels['labels']
        elif isinstance(self.legend_labels, (tuple,list)):
            labels = self.legend_labels
        else:
            labels = self.get_cross_data().rows()

        # Calculated labels
        if isinstance(self.legend_labels, collections.Callable):
            labels = [self.legend_labels(self, label, num) for num, label in enumerate(labels)]
        elif isinstance(self.legend_labels, str):
            labels = [self.get_cross_data().first(self.legend_labels, col=label) for label in labels]

        return list(map(str, labels))

    def get_axis_labels(self):
        # Base labels
        if isinstance(self.axis_labels, dict) and self.axis_labels.get('labels', None):
            labels = self.axis_labels['labels']
        elif isinstance(self.axis_labels, (tuple,list)):
            labels = self.axis_labels
        elif self.summarize_by == CROSS_ROWS:
            labels = self.get_cross_data().rows()
        else:
            labels = self.get_cross_data().cols()

        # Calculated labels
        if isinstance(self.axis_labels, collections.Callable):
            labels = [self.axis_labels(self, label, num) for num, label in enumerate(labels)]
        elif isinstance(self.axis_labels, str):
            if self.summarize_by == CROSS_ROWS:
                labels = [self.get_cross_data().first(self.axis_labels, row=label) for label in labels]
            else:
                labels = [self.get_cross_data().first(self.axis_labels, col=label) for label in labels]

        return list(map(str, labels))

    def make_title(self, drawing):
        if not self.title:
            return

        # Make the dict with kwargs
        kwargs = self.title.copy()
        kwargs.setdefault('x', drawing.width / 2)
        kwargs.setdefault('y', drawing.height)

        # Make the string
        title = String(**kwargs)

        drawing.add(title)

        return title

    # CHART METHODS

    def get_cross_data(self, data=None):
        if not getattr(self, '_cross_data', None):
            data = data or self.data

            # Transforms data to cross-reference matrix
            if isinstance(data, str):
                data = get_attr_value(self.instance, data)

            if not isinstance(data, CrossReferenceMatrix):
                if self.rows_attribute: # and self.cols_attribute:
                    data = CrossReferenceMatrix(
                            data,
                            self.rows_attribute,
                            self.cols_attribute,
                            decimal_as_float=True,
                            )

            self._cross_data = data

        return self._cross_data

    def get_data(self):
        data = self.data

        # Returns nothing data is empty
        if not data:
            data = self.report.queryset # TODO: Change to support current objects
                                        # list (for subreports and groups)

        # Transforms data to cross-reference matrix
        data = self.get_cross_data(data)

        # Summarize data or get its matrix (after it is a Cross-Reference Matrix)
        if self.summarize_by == CROSS_ROWS:
            data = data.summarize_rows(self.cell_attribute, self.action)
        elif self.summarize_by == CROSS_COLS:
            data = data.summarize_cols(self.cell_attribute, self.action)
        else:
            data = data.matrix(self.cell_attribute, self.action)

        def none_to_zero(value):
            if value is None:
                value = 0
            elif isinstance(value, (list, tuple)):
                value = [cell or 0 for cell in value]

            return value

        def round_values(value):
            if isinstance(value, (float, decimal.Decimal)):
                value = int(round(value))
            elif isinstance(value, (list, tuple)):
                value = list(map(int, list(map(round, value))))

            return value

        # Replace None to Zero
        if self.replace_none_by_zero:
            data = list(map(none_to_zero,  data))

        # Truncate decimal places
        if self.round_values:
            data = list(map(round_values,  data))

            # Stores major value in temporary variable to use it later
            if data:
                if isinstance(data[0], int):
                    self._max_value = max(data)
                elif isinstance(data[0], (list, tuple)):
                    self._max_value = max(list(map(max, data)))

        return data

    def set_chart_attributes(self, chart):
        # Cols (Y) labels - Y axis
        if self.axis_labels:
            chart.categoryAxis.categoryNames = self.get_axis_labels()

            if self.axis_labels_angle is not None:
                chart.categoryAxis.labels.angle = self.axis_labels_angle
                chart.categoryAxis.labels.boxAnchor = 'ne'

    def set_chart_style(self, chart):
        # Setting additional chart attributes
        if self.chart_style:
            for k,v in list(self.chart_style.items()):
                setattr(chart, k, v)

    def create_chart(self):
        chart = self.chart_class()

        return chart

    def render(self):
        # Make data matrix
        data = self.get_data()

        if not data:
            return

        # Creates the chart instance
        chart = self.create_chart()
        chart.data = data

        # Sets additional attributes
        self.set_chart_attributes(chart)

        return self.get_drawing(chart)

class BaseMatrixChart(BaseChart):
    """Abstract chart class to support matrix charts"""

    def get_data(self):
        data = super(BaseMatrixChart, self).get_data()

        if data and self.summarize_by:
            data = [data]
        
        return data

class LineChart(BaseMatrixChart):
    chart_class = OriginalLineChart

    def set_chart_attributes(self, chart):
        super(LineChart, self).set_chart_attributes(chart)

        # Cells labels
        if isinstance(self.values_labels, (tuple, list)):
            self.chart_style.setdefault('lineLabelFormat', self.values_labels)
        elif isinstance(self.values_labels, dict) and self.values_labels.get('labels', None):
            self.chart_style.setdefault('lineLabelFormat', self.values_labels['labels'])
        else:
            self.chart_style.pop('lineLabelFormat', None)

        # Set the line colors
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.lines[num].strokeColor = color
                except IndexError:
                    break

        # Value Axis min value
        if getattr(self, 'y_axis_min_value', None) != None:
            chart.valueAxis.valueMin = self.y_axis_min_value

        # Informed value axis step value
        if getattr(self, 'y_axis_step_value', None):
            chart.valueAxis.valueStep = self.y_axis_step_value

        # Value axis without decimal values
        elif self.round_values and getattr(self, '_max_value', None):
            chart.valueAxis.valueStep = round(self._max_value / 4)

class BarChart(BaseMatrixChart):
    chart_class = None
    horizontal = False # If is not horizontal, is because it is vertical (default)
    is3d = False

    def __init__(self, *args, **kwargs):
        super(BarChart, self).__init__(*args, **kwargs)

        # Chart class varies depending on attributes
        if not self.chart_class:
            if self.horizontal and self.is3d:
                self.chart_class = OriginalHorizBarChart3D
            elif self.horizontal:
                self.chart_class = OriginalHorizBarChart
            elif self.is3d:
                self.chart_class = OriginalVertBarChart3D
            else:
                self.chart_class = OriginalVertBarChart

    def clone(self):
        new = super(BarChart, self).clone()

        new.horizontal = self.horizontal
        new.is3d = self.is3d

        return new

    def set_chart_attributes(self, chart):
        super(BarChart, self).set_chart_attributes(chart)

        # Cells labels
        if self.values_labels:
            if isinstance(self.values_labels, (tuple, list)):
                self.chart_style.setdefault('barLabelFormat', self.values_labels)
            elif isinstance(self.values_labels, dict) and self.values_labels.get('labels', None):
                self.chart_style.setdefault('barLabelFormat', self.values_labels['labels'])

            # Label orientation
            if self.horizontal:
                chart.barLabels.boxAnchor = 'w'
            else:
                chart.barLabels.boxAnchor = 's'
        else:
            self.chart_style.pop('barLabelFormat', None)

        # Set bar strokes
        chart.bars.strokeWidth = 0

        # Forces bars to start from 0 (instead of lower value)
        chart.valueAxis.forceZero = 1

        # Shows axis X labels
        if not self.summarize_by: # XXX
            chart.categoryAxis.categoryNames = self.get_axis_labels()

        # Set the bar colors
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.bars[num].fillColor = color
                except IndexError:
                    break

    def get_data(self):
        data = super(BarChart, self).get_data()

        # Forces multiple colors
        if self.summarize_by and data:
            data = [[i] for i in data[0]]

        return data

class HorizontalBarChart(BarChart):
    horizontal = True

class SpiderChart(BaseMatrixChart):
    chart_class = OriginalSpiderChart

    def set_chart_attributes(self, chart):
        # Chart labels
        chart.labels = self.get_axis_labels()

        # Set the strands colors
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.strands[num].fillColor = color
                except IndexError:
                    break

class PieChart(BaseChart):
    chart_class = OriginalPieChart
    slice_popout = None

    def __init__(self, **kwargs):
        super(PieChart, self).__init__(**kwargs)

        # Force default value for summarize
        if not self.summarize_by:
            self.summarize_by = CROSS_ROWS

    def set_chart_attributes(self, chart):
        # Sets the slice colors
        if self.colors:
            for num, color in enumerate(self.colors):
                try:
                    chart.slices[num].fillColor = color
                except IndexError:
                    break

        # Sets the slice to popout
        pos = -1
        if self.slice_popout == True:
            data = self.get_data()
            pos = data.index(max(data))
        elif isinstance(self.slice_popout, int):
            pos = self.slice_popout
        elif isinstance(self.slice_popout, collections.Callable):
            pos = self.slice_popout(self, chart)

        if pos >= 0:
            chart.slices[pos].popout = 20

        # Default labels
        chart.labels = self.get_axis_labels()

        # Cells labels
        if isinstance(self.values_labels, dict):
            for k,v in list(self.values_labels.items()):
                if k == 'labels' and v:
                    chart.labels = v
                else:
                    setattr(chart.slices, k, v)

    def clone(self):
        new = super(PieChart, self).clone()
        new.slice_popout = self.slice_popout
        return new

    def get_drawing(self, chart):
        if self.action == 'percent':
            chart.labels = ['%s - %s%%'%(label,val) for label, val in zip(chart.labels, chart.data)]

        return super(PieChart, self).get_drawing(chart)

class DoughnutChart(PieChart):
    chart_class = OriginalDoughnutChart

