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18,603 | pygal.graph.graph | _confidence_interval | null | def _confidence_interval(self, node, x, y, value, metadata):
if not metadata or 'ci' not in metadata:
return
ci = metadata['ci']
ci['point_estimate'] = value
low, high = getattr(
stats, 'confidence_interval_%s' % ci.get('type', 'manual')
)(**ci)
self.svg.confidence_interval(
node,
x,
# Respect some charts y modifications (pyramid, stackbar)
y + (self.view.y(low) - self.view.y(value)),
y + (self.view.y(high) - self.view.y(value))
)
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18,604 | pygal.graph.graph | _decorate | Draw all decorations | def _decorate(self):
"""Draw all decorations"""
self._set_view()
self._make_graph()
self._axes()
self._legend()
self._make_title()
self._make_x_title()
self._make_y_title()
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18,605 | pygal.graph.graph | _draw | Draw all the things | def _draw(self):
"""Draw all the things"""
self._compute()
self._compute_x_labels()
self._compute_x_labels_major()
self._compute_y_labels()
self._compute_y_labels_major()
self._compute_secondary()
self._post_compute()
self._compute_margin()
self._decorate()
if self.series and self._has_data() and self._values:
self._plot()
else:
self.svg.draw_no_data()
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18,606 | pygal.graph.graph | _format | Format the nth value for the serie | def _format(self, serie, i):
"""Format the nth value for the serie"""
value = serie.values[i]
metadata = serie.metadata.get(i)
kwargs = {'chart': self, 'serie': serie, 'index': i}
formatter = ((metadata and metadata.get('formatter'))
or serie.formatter or self.formatter
or self._value_format)
kwargs = filter_kwargs(formatter, kwargs)
return formatter(value, **kwargs)
| (self, serie, i) | [
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18,607 | pygal.graph.graph | _get_x_label | Convenience function to get the x_label of a value index | def _get_x_label(self, i):
"""Convenience function to get the x_label of a value index"""
if not self.x_labels or not self._x_labels or len(self._x_labels) <= i:
return
return self._x_labels[i][0]
| (self, i) | [
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0.0029537712689489126,
0.05510251596570015,
0.04539480060338974,
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18,608 | pygal.graph.graph | _has_data | Check if there is any data | def _has_data(self):
"""Check if there is any data"""
return any([
len([
v for a in (s[0] if is_list_like(s) else [s])
for v in (a if is_list_like(a) else [a]) if v is not None
]) for s in self.raw_series
])
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18,609 | pygal.graph.graph | _interpolate | Make the interpolation | def _interpolate(self, xs, ys):
"""Make the interpolation"""
x = []
y = []
for i in range(len(ys)):
if ys[i] is not None:
x.append(xs[i])
y.append(ys[i])
interpolate = INTERPOLATIONS[self.interpolate]
return list(
interpolate(
x, y, self.interpolation_precision,
**self.interpolation_parameters
)
)
| (self, xs, ys) | [
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18,610 | pygal.graph.graph | _legend | Make the legend box | def _legend(self):
"""Make the legend box"""
if not self.show_legend:
return
truncation = self.truncate_legend
if self.legend_at_bottom:
x = self.margin_box.left + self.spacing
y = (
self.margin_box.top + self.view.height + self._x_title_height +
self._x_labels_height + self.spacing
)
cols = self.legend_at_bottom_columns or ceil(sqrt(self._order)
) or 1
if not truncation:
available_space = self.view.width / cols - (
self.legend_box_size + 5
)
truncation = reverse_text_len(
available_space, self.style.legend_font_size
)
else:
x = self.spacing
y = self.margin_box.top + self.spacing
cols = 1
if not truncation:
truncation = 15
legends = self.svg.node(
self.nodes['graph'],
class_='legends',
transform='translate(%d, %d)' % (x, y)
)
h = max(self.legend_box_size, self.style.legend_font_size)
x_step = self.view.width / cols
if self.legend_at_bottom:
secondary_legends = legends # svg node is the same
else:
# draw secondary axis on right
x = self.margin_box.left + self.view.width + self.spacing
if self._y_2nd_labels:
h, w = get_texts_box(
cut(self._y_2nd_labels), self.style.label_font_size
)
x += self.spacing + max(
w * abs(cos(rad(self.y_label_rotation))), h
)
y = self.margin_box.top + self.spacing
secondary_legends = self.svg.node(
self.nodes['graph'],
class_='legends',
transform='translate(%d, %d)' % (x, y)
)
serie_number = -1
i = 0
for titles, is_secondary in ((self._legends, False),
(self._secondary_legends, True)):
if not self.legend_at_bottom and is_secondary:
i = 0
for title in titles:
serie_number += 1
if title is None:
continue
col = i % cols
row = i // cols
legend = self.svg.node(
secondary_legends if is_secondary else legends,
class_='legend reactive activate-serie',
id="activate-serie-%d" % serie_number
)
self.svg.node(
legend,
'rect',
x=col * x_step,
y=1.5 * row * h + (
self.style.legend_font_size - self.legend_box_size
if self.style.legend_font_size > self.legend_box_size
else 0
) / 2,
width=self.legend_box_size,
height=self.legend_box_size,
class_="color-%d reactive" % serie_number
)
if isinstance(title, dict):
node = decorate(self.svg, legend, title)
title = title['title']
else:
node = legend
truncated = truncate(title, truncation)
self.svg.node(
node,
'text',
x=col * x_step + self.legend_box_size + 5,
y=1.5 * row * h + .5 * h + .3 * self.style.legend_font_size
).text = truncated
if truncated != title:
self.svg.node(legend, 'title').text = title
i += 1
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] |
18,611 | pygal.graph.graph | _make_graph | Init common graph svg structure | def _make_graph(self):
"""Init common graph svg structure"""
self.nodes['graph'] = self.svg.node(
class_='graph %s-graph %s' % (
self.__class__.__name__.lower(),
'horizontal' if self.horizontal else 'vertical'
)
)
self.svg.node(
self.nodes['graph'],
'rect',
class_='background',
x=0,
y=0,
width=self.width,
height=self.height
)
self.nodes['plot'] = self.svg.node(
self.nodes['graph'],
class_="plot",
transform="translate(%d, %d)" %
(self.margin_box.left, self.margin_box.top)
)
self.svg.node(
self.nodes['plot'],
'rect',
class_='background',
x=0,
y=0,
width=self.view.width,
height=self.view.height
)
self.nodes['title'] = self.svg.node(
self.nodes['graph'], class_="titles"
)
self.nodes['overlay'] = self.svg.node(
self.nodes['graph'],
class_="plot overlay",
transform="translate(%d, %d)" %
(self.margin_box.left, self.margin_box.top)
)
self.nodes['text_overlay'] = self.svg.node(
self.nodes['graph'],
class_="plot text-overlay",
transform="translate(%d, %d)" %
(self.margin_box.left, self.margin_box.top)
)
self.nodes['tooltip_overlay'] = self.svg.node(
self.nodes['graph'],
class_="plot tooltip-overlay",
transform="translate(%d, %d)" %
(self.margin_box.left, self.margin_box.top)
)
self.nodes['tooltip'] = self.svg.node(
self.nodes['tooltip_overlay'],
transform='translate(0 0)',
style="opacity: 0",
**{'class': 'tooltip'}
)
self.svg.node(
self.nodes['tooltip'],
'rect',
rx=self.tooltip_border_radius,
ry=self.tooltip_border_radius,
width=0,
height=0,
**{'class': 'tooltip-box'}
)
self.svg.node(self.nodes['tooltip'], 'g', class_='text')
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18,612 | pygal.graph.graph | _make_title | Make the title | def _make_title(self):
"""Make the title"""
if self._title:
for i, title_line in enumerate(self._title, 1):
self.svg.node(
self.nodes['title'],
'text',
class_='title plot_title',
x=self.width / 2,
y=i * (self.style.title_font_size + self.spacing)
).text = title_line
| (self) | [
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18,613 | pygal.graph.graph | _make_x_title | Make the X-Axis title | def _make_x_title(self):
"""Make the X-Axis title"""
y = (self.height - self.margin_box.bottom + self._x_labels_height)
if self._x_title:
for i, title_line in enumerate(self._x_title, 1):
text = self.svg.node(
self.nodes['title'],
'text',
class_='title',
x=self.margin_box.left + self.view.width / 2,
y=y + i * (self.style.title_font_size + self.spacing)
)
text.text = title_line
| (self) | [
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18,614 | pygal.graph.graph | _make_y_title | Make the Y-Axis title | def _make_y_title(self):
"""Make the Y-Axis title"""
if self._y_title:
yc = self.margin_box.top + self.view.height / 2
for i, title_line in enumerate(self._y_title, 1):
text = self.svg.node(
self.nodes['title'],
'text',
class_='title',
x=self._legend_at_left_width,
y=i * (self.style.title_font_size + self.spacing) + yc
)
text.attrib['transform'] = "rotate(%d %f %f)" % (
-90, self._legend_at_left_width, yc
)
text.text = title_line
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18,615 | pygal.graph.bar | _plot | Draw bars for series and secondary series | def _plot(self):
"""Draw bars for series and secondary series"""
for serie in self.series:
self.bar(serie)
for serie in self.secondary_series:
self.bar(serie, True)
| (self) | [
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18,616 | pygal.graph.graph | _points |
Convert given data values into drawable points (x, y)
and interpolated points if interpolate option is specified
| def _points(self, x_pos):
"""
Convert given data values into drawable points (x, y)
and interpolated points if interpolate option is specified
"""
for serie in self.all_series:
serie.points = [(x_pos[i], v) for i, v in enumerate(serie.values)]
if serie.points and self.interpolate:
serie.interpolated = self._interpolate(x_pos, serie.values)
else:
serie.interpolated = []
| (self, x_pos) | [
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18,617 | pygal.graph.graph | _post_compute | Hook called after compute and before margin computations and plot | def _post_compute(self):
"""Hook called after compute and before margin computations and plot"""
pass
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18,618 | pygal.graph.base | _repr_png_ | Display png in IPython notebook | def _repr_png_(self):
"""Display png in IPython notebook"""
return self.render_to_png()
| (self) | [
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18,619 | pygal.graph.base | _repr_svg_ | Display svg in IPython notebook | def _repr_svg_(self):
"""Display svg in IPython notebook"""
return self.render(disable_xml_declaration=True)
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18,620 | pygal.graph.graph | _rescale | Scale for secondary | def _rescale(self, points):
"""Scale for secondary"""
return [(
x, self._scale_diff + (y - self._scale_min_2nd) * self._scale
if y is not None else None
) for x, y in points]
| (self, points) | [
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18,621 | pygal.graph.graph | _serie_format | Format an independent value for the serie | def _serie_format(self, serie, value):
"""Format an independent value for the serie"""
kwargs = {'chart': self, 'serie': serie, 'index': None}
formatter = (serie.formatter or self.formatter or self._value_format)
kwargs = filter_kwargs(formatter, kwargs)
return formatter(value, **kwargs)
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18,622 | pygal.graph.graph | _set_view | Assign a view to current graph | def _set_view(self):
"""Assign a view to current graph"""
if self.logarithmic:
if self._dual:
view_class = XYLogView
else:
view_class = LogView
else:
view_class = ReverseView if self.inverse_y_axis else View
self.view = view_class(
self.width - self.margin_box.x, self.height - self.margin_box.y,
self._box
)
| (self) | [
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] |
18,623 | pygal.graph.graph | _static_value | Write the print value | def _static_value(
self,
serie_node,
value,
x,
y,
metadata,
align_text='left',
classes=None
):
"""Write the print value"""
label = metadata and metadata.get('label')
classes = classes and [classes] or []
if self.print_labels and label:
label_cls = classes + ['label']
if self.print_values:
y -= self.style.value_font_size / 2
self.svg.node(
serie_node['text_overlay'],
'text',
class_=' '.join(label_cls),
x=x,
y=y + self.style.value_font_size / 3
).text = label
y += self.style.value_font_size
if self.print_values or self.dynamic_print_values:
val_cls = classes + ['value']
if self.dynamic_print_values:
val_cls.append('showable')
self.svg.node(
serie_node['text_overlay'],
'text',
class_=' '.join(val_cls),
x=x,
y=y + self.style.value_font_size / 3,
attrib={
'text-anchor': align_text
}
).text = value if self.print_zeroes or value != '0' else ''
| (self, serie_node, value, x, y, metadata, align_text='left', classes=None) | [
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0.04148389771580696,
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0.030571676790714264,
0.09295465797185898,
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0.029803456738591194,
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18,624 | pygal.graph.bar | _tooltip_and_print_values | null | def _tooltip_and_print_values(
self, serie_node, serie, parent, i, val, metadata, x, y, width,
height
):
transpose = swap if self.horizontal else ident
x_center, y_center = transpose((x + width / 2, y + height / 2))
x_top, y_top = transpose((x + width, y + height))
x_bottom, y_bottom = transpose((x, y))
if self._dual:
v = serie.values[i][0]
else:
v = serie.values[i]
sign = -1 if v < self.zero else 1
self._tooltip_data(
parent, val, x_center, y_center, "centered", self._get_x_label(i)
)
if self.print_values_position == 'top':
if self.horizontal:
x = x_bottom + sign * self.style.value_font_size / 2
y = y_center
else:
x = x_center
y = y_bottom - sign * self.style.value_font_size / 2
elif self.print_values_position == 'bottom':
if self.horizontal:
x = x_top + sign * self.style.value_font_size / 2
y = y_center
else:
x = x_center
y = y_top - sign * self.style.value_font_size / 2
else:
x = x_center
y = y_center
self._static_value(serie_node, val, x, y, metadata, "middle")
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18,625 | pygal.graph.graph | _tooltip_data | Insert in desc tags informations for the javascript tooltip | def _tooltip_data(self, node, value, x, y, classes=None, xlabel=None):
"""Insert in desc tags informations for the javascript tooltip"""
self.svg.node(node, 'desc', class_="value").text = value
if classes is None:
classes = []
if x > self.view.width / 2:
classes.append('left')
if y > self.view.height / 2:
classes.append('top')
classes = ' '.join(classes)
self.svg.node(node, 'desc', class_="x " + classes).text = to_str(x)
self.svg.node(node, 'desc', class_="y " + classes).text = to_str(y)
if xlabel:
self.svg.node(node, 'desc', class_="x_label").text = to_str(xlabel)
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18,626 | pygal.graph.graph | _value_format |
Format value for value display.
(Varies in type between chart types)
| def _value_format(self, value):
"""
Format value for value display.
(Varies in type between chart types)
"""
return self._y_format(value)
| (self, value) | [
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18,627 | pygal.graph.graph | _x_axis | Make the x axis: labels and guides | def _x_axis(self):
"""Make the x axis: labels and guides"""
if not self._x_labels or not self.show_x_labels:
return
axis = self.svg.node(
self.nodes['plot'],
class_="axis x%s" % (' always_show' if self.show_x_guides else '')
)
truncation = self.truncate_label
if not truncation:
if self.x_label_rotation or len(self._x_labels) <= 1:
truncation = 25
else:
first_label_position = self.view.x(self._x_labels[0][1]) or 0
last_label_position = self.view.x(self._x_labels[-1][1]) or 0
available_space = (last_label_position - first_label_position
) / len(self._x_labels) - 1
truncation = reverse_text_len(
available_space, self.style.label_font_size
)
truncation = max(truncation, 1)
lastlabel = self._x_labels[-1][0]
if 0 not in [label[1] for label in self._x_labels]:
self.svg.node(
axis,
'path',
d='M%f %f v%f' % (0, 0, self.view.height),
class_='line'
)
lastlabel = None
for label, position in self._x_labels:
if self.horizontal:
major = position in self._x_labels_major
else:
major = label in self._x_labels_major
if not (self.show_minor_x_labels or major):
continue
guides = self.svg.node(axis, class_='guides')
x = self.view.x(position)
if x is None:
continue
y = self.view.height + 5
last_guide = (self._y_2nd_labels and label == lastlabel)
self.svg.node(
guides,
'path',
d='M%f %f v%f' % (x or 0, 0, self.view.height),
class_='%s%s%sline' % (
'axis ' if label == "0" else '', 'major '
if major else '', 'guide '
if position != 0 and not last_guide else ''
)
)
y += .5 * self.style.label_font_size + 5
text = self.svg.node(
guides, 'text', x=x, y=y, class_='major' if major else ''
)
text.text = truncate(label, truncation)
if text.text != label:
self.svg.node(guides, 'title').text = label
elif self._dual:
self.svg.node(
guides,
'title',
).text = self._x_format(position)
if self.x_label_rotation:
text.attrib['transform'] = "rotate(%d %f %f)" % (
self.x_label_rotation, x, y
)
if self.x_label_rotation >= 180:
text.attrib['class'] = ' '.join((
text.attrib['class']
and text.attrib['class'].split(' ') or []
) + ['backwards'])
if self._y_2nd_labels and 0 not in [label[1]
for label in self._x_labels]:
self.svg.node(
axis,
'path',
d='M%f %f v%f' % (self.view.width, 0, self.view.height),
class_='line'
)
if self._x_2nd_labels:
secondary_ax = self.svg.node(
self.nodes['plot'],
class_="axis x x2%s" %
(' always_show' if self.show_x_guides else '')
)
for label, position in self._x_2nd_labels:
major = label in self._x_labels_major
if not (self.show_minor_x_labels or major):
continue
# it is needed, to have the same structure as primary axis
guides = self.svg.node(secondary_ax, class_='guides')
x = self.view.x(position)
y = -5
text = self.svg.node(
guides, 'text', x=x, y=y, class_='major' if major else ''
)
text.text = label
if self.x_label_rotation:
text.attrib['transform'] = "rotate(%d %f %f)" % (
-self.x_label_rotation, x, y
)
if self.x_label_rotation >= 180:
text.attrib['class'] = ' '.join((
text.attrib['class']
and text.attrib['class'].split(' ') or []
) + ['backwards'])
| (self) | [
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18,628 | pygal.graph.graph | _x_label_format_if_value | null | def _x_label_format_if_value(self, label):
if not is_str(label):
return self._x_format(label)
return label
| (self, label) | [
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18,629 | pygal.graph.graph | _y_axis | Make the y axis: labels and guides | def _y_axis(self):
"""Make the y axis: labels and guides"""
if not self._y_labels or not self.show_y_labels:
return
axis = self.svg.node(
self.nodes['plot'],
class_="axis y%s" % (' always_show' if self.show_y_guides else '')
)
if (0 not in [label[1] for label in self._y_labels]
and self.show_y_guides):
self.svg.node(
axis,
'path',
d='M%f %f h%f' % (
0, 0 if self.inverse_y_axis else self.view.height,
self.view.width
),
class_='line'
)
for label, position in self._y_labels:
if self.horizontal:
major = label in self._y_labels_major
else:
major = position in self._y_labels_major
if not (self.show_minor_y_labels or major):
continue
guides = self.svg.node(
axis,
class_='%sguides' %
('logarithmic ' if self.logarithmic else '')
)
x = -5
y = self.view.y(position)
if not y:
continue
if self.show_y_guides:
self.svg.node(
guides,
'path',
d='M%f %f h%f' % (0, y, self.view.width),
class_='%s%s%sline' % (
'axis ' if label == "0" else '', 'major '
if major else '', 'guide ' if position != 0 else ''
)
)
text = self.svg.node(
guides,
'text',
x=x,
y=y + .35 * self.style.label_font_size,
class_='major' if major else ''
)
text.text = label
if self.y_label_rotation:
text.attrib['transform'] = "rotate(%d %f %f)" % (
self.y_label_rotation, x, y
)
if 90 < self.y_label_rotation < 270:
text.attrib['class'] = ' '.join((
text.attrib['class']
and text.attrib['class'].split(' ') or []
) + ['backwards'])
self.svg.node(
guides,
'title',
).text = self._y_format(position)
if self._y_2nd_labels:
secondary_ax = self.svg.node(self.nodes['plot'], class_="axis y2")
for label, position in self._y_2nd_labels:
major = position in self._y_labels_major
if not (self.show_minor_y_labels or major):
continue
# it is needed, to have the same structure as primary axis
guides = self.svg.node(secondary_ax, class_='guides')
x = self.view.width + 5
y = self.view.y(position)
text = self.svg.node(
guides,
'text',
x=x,
y=y + .35 * self.style.label_font_size,
class_='major' if major else ''
)
text.text = label
if self.y_label_rotation:
text.attrib['transform'] = "rotate(%d %f %f)" % (
self.y_label_rotation, x, y
)
if 90 < self.y_label_rotation < 270:
text.attrib['class'] = ' '.join((
text.attrib['class']
and text.attrib['class'].split(' ') or []
) + ['backwards'])
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18,630 | pygal.graph.public | add | Add a serie to this graph, compat api | def add(self, title, values, **kwargs):
"""Add a serie to this graph, compat api"""
if not is_list_like(values) and not isinstance(values, dict):
values = [values]
kwargs['title'] = title
self.raw_series.append((values, kwargs))
return self
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18,631 | pygal.graph.graph | add_squares | null | def add_squares(self, squares):
x_lines = squares[0] - 1
y_lines = squares[1] - 1
_current_x = 0
_current_y = 0
for line in range(x_lines):
_current_x += (self.width - self.margin_box.x) / squares[0]
self.svg.node(
self.nodes['plot'],
'path',
class_='bg-lines',
d='M%s %s L%s %s' %
(_current_x, 0, _current_x, self.height - self.margin_box.y)
)
for line in range(y_lines):
_current_y += (self.height - self.margin_box.y) / squares[1]
self.svg.node(
self.nodes['plot'],
'path',
class_='bg-lines',
d='M%s %s L%s %s' %
(0, _current_y, self.width - self.margin_box.x, _current_y)
)
return ((self.width - self.margin_box.x) / squares[0],
(self.height - self.margin_box.y) / squares[1])
| (self, squares) | [
0.005375289358198643,
-0.03502434864640236,
-0.008858941495418549,
0.030284075066447258,
-0.06539785861968994,
0.04532773047685623,
-0.05112338438630104,
0.04042646661400795,
-0.03885234147310257,
0.08249861747026443,
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18,632 | pygal.graph.public | add_xml_filter | Add an xml filter for in tree post processing | def add_xml_filter(self, callback):
"""Add an xml filter for in tree post processing"""
self.xml_filters.append(callback)
return self
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18,633 | pygal.graph.bar | bar | Draw a bar graph for a serie | def bar(self, serie, rescale=False):
"""Draw a bar graph for a serie"""
serie_node = self.svg.serie(serie)
bars = self.svg.node(serie_node['plot'], class_="bars")
if rescale and self.secondary_series:
points = self._rescale(serie.points)
else:
points = serie.points
for i, (x, y) in enumerate(points):
if None in (x, y) or (self.logarithmic and y <= 0):
continue
metadata = serie.metadata.get(i)
val = self._format(serie, i)
bar = decorate(
self.svg, self.svg.node(bars, class_='bar'), metadata
)
x_, y_, width, height = self._bar(
serie, bar, x, y, i, self.zero, secondary=rescale
)
self._confidence_interval(
serie_node['overlay'], x_ + width / 2, y_, serie.values[i],
metadata
)
self._tooltip_and_print_values(
serie_node, serie, bar, i, val, metadata, x_, y_, width, height
)
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18,634 | pygal.graph.base | prepare_values | Prepare the values to start with sane values | def prepare_values(self, raw, offset=0):
"""Prepare the values to start with sane values"""
from pygal import Histogram
from pygal.graph.map import BaseMap
if self.zero == 0 and isinstance(self, BaseMap):
self.zero = 1
if self.x_label_rotation:
self.x_label_rotation %= 360
if self.y_label_rotation:
self.y_label_rotation %= 360
for key in ('x_labels', 'y_labels'):
if getattr(self, key):
setattr(self, key, list(getattr(self, key)))
if not raw:
return
adapters = list(self._adapters) or [lambda x: x]
if self.logarithmic:
for fun in not_zero, positive:
if fun in adapters:
adapters.remove(fun)
adapters = adapters + [positive, not_zero]
adapters = adapters + [decimal_to_float]
self._adapt = reduce(compose, adapters) if not self.strict else ident
self._x_adapt = reduce(
compose, self._x_adapters
) if not self.strict and getattr(self, '_x_adapters', None) else ident
series = []
raw = [(
list(raw_values) if not isinstance(raw_values, dict) else
raw_values, serie_config_kwargs
) for raw_values, serie_config_kwargs in raw]
width = max([len(values)
for values, _ in raw] + [len(self.x_labels or [])])
for raw_values, serie_config_kwargs in raw:
metadata = {}
values = []
if isinstance(raw_values, dict):
if isinstance(self, BaseMap):
raw_values = list(raw_values.items())
else:
value_list = [None] * width
for k, v in raw_values.items():
if k in (self.x_labels or []):
value_list[self.x_labels.index(k)] = v
raw_values = value_list
for index, raw_value in enumerate(raw_values + (
(width - len(raw_values)) * [None] # aligning values
if len(raw_values) < width else [])):
if isinstance(raw_value, dict):
raw_value = dict(raw_value)
value = raw_value.pop('value', None)
metadata[index] = raw_value
else:
value = raw_value
# Fix this by doing this in charts class methods
if isinstance(self, Histogram):
if value is None:
value = (None, None, None)
elif not is_list_like(value):
value = (value, self.zero, self.zero)
elif len(value) == 2:
value = (1, value[0], value[1])
value = list(map(self._adapt, value))
elif self._dual:
if value is None:
value = (None, None)
elif not is_list_like(value):
value = (value, self.zero)
if self._x_adapt:
value = (
self._x_adapt(value[0]), self._adapt(value[1])
)
if isinstance(self, BaseMap):
value = (self._adapt(value[0]), value[1])
else:
value = list(map(self._adapt, value))
else:
value = self._adapt(value)
values.append(value)
serie_config = SerieConfig()
serie_config(
**dict((k, v) for k, v in self.state.__dict__.items()
if k in dir(serie_config))
)
serie_config(**serie_config_kwargs)
series.append(
Serie(offset + len(series), values, serie_config, metadata)
)
return series
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18,635 | pygal.graph.public | render | Render the graph, and return the svg string | def render(self, is_unicode=False, **kwargs):
"""Render the graph, and return the svg string"""
self.setup(**kwargs)
svg = self.svg.render(
is_unicode=is_unicode, pretty_print=self.pretty_print
)
self.teardown()
return svg
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18,636 | pygal.graph.public | render_data_uri | Output a base 64 encoded data uri | def render_data_uri(self, **kwargs):
"""Output a base 64 encoded data uri"""
# Force protocol as data uri have none
kwargs.setdefault('force_uri_protocol', 'https')
return "data:image/svg+xml;charset=utf-8;base64,%s" % (
base64.b64encode(self.render(**kwargs)
).decode('utf-8').replace('\n', '')
)
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18,637 | pygal.graph.public | render_django_response | Render the graph, and return a Django response | def render_django_response(self, **kwargs):
"""Render the graph, and return a Django response"""
from django.http import HttpResponse
return HttpResponse(
self.render(**kwargs), content_type='image/svg+xml'
)
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18,638 | pygal.graph.public | render_in_browser | Render the graph, open it in your browser with black magic | def render_in_browser(self, **kwargs):
"""Render the graph, open it in your browser with black magic"""
try:
from lxml.html import open_in_browser
except ImportError:
raise ImportError('You must install lxml to use render in browser')
kwargs.setdefault('force_uri_protocol', 'https')
open_in_browser(self.render_tree(**kwargs), encoding='utf-8')
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18,639 | pygal.graph.public | render_pyquery | Render the graph, and return a pyquery wrapped tree | def render_pyquery(self, **kwargs):
"""Render the graph, and return a pyquery wrapped tree"""
from pyquery import PyQuery as pq
return pq(self.render(**kwargs), parser='html')
| (self, **kwargs) | [
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18,640 | pygal.graph.public | render_response | Render the graph, and return a Flask response | def render_response(self, **kwargs):
"""Render the graph, and return a Flask response"""
from flask import Response
return Response(self.render(**kwargs), mimetype='image/svg+xml')
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18,641 | pygal.graph.public | render_sparkline | Render a sparkline | def render_sparkline(self, **kwargs):
"""Render a sparkline"""
spark_options = dict(
width=200,
height=50,
show_dots=False,
show_legend=False,
show_x_labels=False,
show_y_labels=False,
spacing=0,
margin=5,
min_scale=1,
max_scale=2,
explicit_size=True,
no_data_text='',
js=(),
classes=(_ellipsis, 'pygal-sparkline')
)
spark_options.update(kwargs)
return self.render(**spark_options)
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18,642 | pygal.graph.public | render_sparktext | Make a mini text sparkline from chart | def render_sparktext(self, relative_to=None):
"""Make a mini text sparkline from chart"""
bars = u('▁▂▃▄▅▆▇█')
if len(self.raw_series) == 0:
return u('')
values = list(self.raw_series[0][0])
if len(values) == 0:
return u('')
chart = u('')
values = list(map(lambda x: max(x, 0), values))
vmax = max(values)
if relative_to is None:
relative_to = min(values)
if (vmax - relative_to) == 0:
chart = bars[0] * len(values)
return chart
divisions = len(bars) - 1
for value in values:
chart += bars[int(
divisions * (value - relative_to) / (vmax - relative_to)
)]
return chart
| (self, relative_to=None) | [
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18,643 | pygal.graph.public | render_table | Render the data as a html table | def render_table(self, **kwargs):
"""Render the data as a html table"""
# Import here to avoid lxml import
try:
from pygal.table import Table
except ImportError:
raise ImportError('You must install lxml to use render table')
return Table(self).render(**kwargs)
| (self, **kwargs) | [
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18,644 | pygal.graph.public | render_to_file | Render the graph, and write it to filename | def render_to_file(self, filename, **kwargs):
"""Render the graph, and write it to filename"""
with io.open(filename, 'w', encoding='utf-8') as f:
f.write(self.render(is_unicode=True, **kwargs))
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18,645 | pygal.graph.public | render_to_png | Render the graph, convert it to png and write it to filename | def render_to_png(self, filename=None, dpi=72, **kwargs):
"""Render the graph, convert it to png and write it to filename"""
import cairosvg
return cairosvg.svg2png(
bytestring=self.render(**kwargs), write_to=filename, dpi=dpi
)
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18,646 | pygal.graph.public | render_tree | Render the graph, and return (l)xml etree | def render_tree(self, **kwargs):
"""Render the graph, and return (l)xml etree"""
self.setup(**kwargs)
svg = self.svg.root
for f in self.xml_filters:
svg = f(svg)
self.teardown()
return svg
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18,647 | pygal.graph.base | setup | Set up the transient state prior rendering | def setup(self, **kwargs):
"""Set up the transient state prior rendering"""
# Keep labels in case of map
if getattr(self, 'x_labels', None) is not None:
self.x_labels = list(self.x_labels)
if getattr(self, 'y_labels', None) is not None:
self.y_labels = list(self.y_labels)
self.state = State(self, **kwargs)
if isinstance(self.style, type):
self.style = self.style()
self.series = self.prepare_values([
rs for rs in self.raw_series if not rs[1].get('secondary')
]) or []
self.secondary_series = self.prepare_values([
rs for rs in self.raw_series if rs[1].get('secondary')
], len(self.series)) or []
self.horizontal = getattr(self, 'horizontal', False)
self.svg = Svg(self)
self._x_labels = None
self._y_labels = None
self._x_2nd_labels = None
self._y_2nd_labels = None
self.nodes = {}
self.margin_box = Margin(
self.margin_top or self.margin, self.margin_right or self.margin,
self.margin_bottom or self.margin, self.margin_left or self.margin
)
self._box = Box()
self.view = None
if self.logarithmic and self.zero == 0:
# Explicit min to avoid interpolation dependency
positive_values = list(
filter(
lambda x: x > 0, [
val[1] or 1 if self._dual else val
for serie in self.series for val in serie.safe_values
]
)
)
self.zero = min(positive_values or (1, )) or 1
if self._len < 3:
self.interpolate = None
self._draw()
self.svg.pre_render()
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18,648 | pygal.graph.base | teardown | Remove the transient state after rendering | def teardown(self):
"""Remove the transient state after rendering"""
if os.getenv('PYGAL_KEEP_STATE'):
return
del self.state
self.state = None
| (self) | [
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18,649 | pygal.graph.map | BaseMap | Base class for maps | class BaseMap(Graph):
"""Base class for maps"""
_dual = True
@cached_property
def _values(self):
"""Getter for series values (flattened)"""
return [
val[1] for serie in self.series for val in serie.values
if val[1] is not None
]
def enumerate_values(self, serie):
"""Hook to replace default enumeration on values"""
return enumerate(serie.values)
def adapt_code(self, area_code):
"""Hook to change the area code"""
return area_code
def _value_format(self, value):
"""
Format value for map value display.
"""
return '%s: %s' % (
self.area_names.get(self.adapt_code(value[0]), '?'),
self._y_format(value[1])
)
def _plot(self):
"""Insert a map in the chart and apply data on it"""
map = etree.fromstring(self.svg_map)
map.set('width', str(self.view.width))
map.set('height', str(self.view.height))
for i, serie in enumerate(self.series):
safe_vals = list(
filter(lambda x: x is not None, cut(serie.values, 1))
)
if not safe_vals:
continue
min_ = min(safe_vals)
max_ = max(safe_vals)
for j, (area_code, value) in self.enumerate_values(serie):
area_code = self.adapt_code(area_code)
if value is None:
continue
if max_ == min_:
ratio = 1
else:
ratio = .3 + .7 * (value - min_) / (max_ - min_)
areae = map.findall(
".//*[@class='%s%s %s map-element']" %
(self.area_prefix, area_code, self.kind)
)
if not areae:
continue
for area in areae:
cls = area.get('class', '').split(' ')
cls.append('color-%d' % i)
cls.append('serie-%d' % i)
cls.append('series')
area.set('class', ' '.join(cls))
area.set('style', 'fill-opacity: %f' % ratio)
metadata = serie.metadata.get(j)
if metadata:
node = decorate(self.svg, area, metadata)
if node != area:
area.remove(node)
for g in map:
if area not in g:
continue
index = list(g).index(area)
g.remove(area)
node.append(area)
g.insert(index, node)
for node in area:
cls = node.get('class', '').split(' ')
cls.append('reactive')
cls.append('tooltip-trigger')
cls.append('map-area')
node.set('class', ' '.join(cls))
alter(node, metadata)
val = self._format(serie, j)
self._tooltip_data(area, val, 0, 0, 'auto')
self.nodes['plot'].append(map)
def _compute_x_labels(self):
pass
def _compute_y_labels(self):
pass
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18,655 | pygal.graph.graph | _compute | Initial computations to draw the graph | def _compute(self):
"""Initial computations to draw the graph"""
| (self) | [
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18,658 | pygal.graph.map | _compute_x_labels | null | def _compute_x_labels(self):
pass
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18,660 | pygal.graph.map | _compute_y_labels | null | def _compute_y_labels(self):
pass
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18,674 | pygal.graph.map | _plot | Insert a map in the chart and apply data on it | def _plot(self):
"""Insert a map in the chart and apply data on it"""
map = etree.fromstring(self.svg_map)
map.set('width', str(self.view.width))
map.set('height', str(self.view.height))
for i, serie in enumerate(self.series):
safe_vals = list(
filter(lambda x: x is not None, cut(serie.values, 1))
)
if not safe_vals:
continue
min_ = min(safe_vals)
max_ = max(safe_vals)
for j, (area_code, value) in self.enumerate_values(serie):
area_code = self.adapt_code(area_code)
if value is None:
continue
if max_ == min_:
ratio = 1
else:
ratio = .3 + .7 * (value - min_) / (max_ - min_)
areae = map.findall(
".//*[@class='%s%s %s map-element']" %
(self.area_prefix, area_code, self.kind)
)
if not areae:
continue
for area in areae:
cls = area.get('class', '').split(' ')
cls.append('color-%d' % i)
cls.append('serie-%d' % i)
cls.append('series')
area.set('class', ' '.join(cls))
area.set('style', 'fill-opacity: %f' % ratio)
metadata = serie.metadata.get(j)
if metadata:
node = decorate(self.svg, area, metadata)
if node != area:
area.remove(node)
for g in map:
if area not in g:
continue
index = list(g).index(area)
g.remove(area)
node.append(area)
g.insert(index, node)
for node in area:
cls = node.get('class', '').split(' ')
cls.append('reactive')
cls.append('tooltip-trigger')
cls.append('map-area')
node.set('class', ' '.join(cls))
alter(node, metadata)
val = self._format(serie, j)
self._tooltip_data(area, val, 0, 0, 'auto')
self.nodes['plot'].append(map)
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18,684 | pygal.graph.map | _value_format |
Format value for map value display.
| def _value_format(self, value):
"""
Format value for map value display.
"""
return '%s: %s' % (
self.area_names.get(self.adapt_code(value[0]), '?'),
self._y_format(value[1])
)
| (self, value) | [
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18,688 | pygal.graph.map | adapt_code | Hook to change the area code | def adapt_code(self, area_code):
"""Hook to change the area code"""
return area_code
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18,692 | pygal.graph.map | enumerate_values | Hook to replace default enumeration on values | def enumerate_values(self, serie):
"""Hook to replace default enumeration on values"""
return enumerate(serie.values)
| (self, serie) | [
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] |
18,708 | pygal.graph.box | Box |
Box plot
For each series, shows the median value, the 25th and 75th percentiles,
and the values within
1.5 times the interquartile range of the 25th and 75th percentiles.
See http://en.wikipedia.org/wiki/Box_plot
| class Box(Graph):
"""
Box plot
For each series, shows the median value, the 25th and 75th percentiles,
and the values within
1.5 times the interquartile range of the 25th and 75th percentiles.
See http://en.wikipedia.org/wiki/Box_plot
"""
_series_margin = .06
def _value_format(self, value, serie):
"""
Format value for dual value display.
"""
if self.box_mode == "extremes":
return (
'Min: %s\nQ1 : %s\nQ2 : %s\nQ3 : %s\nMax: %s' %
tuple(map(self._y_format, serie.points[1:6]))
)
elif self.box_mode in ["tukey", "stdev", "pstdev"]:
return (
'Min: %s\nLower Whisker: %s\nQ1: %s\nQ2: %s\nQ3: %s\n'
'Upper Whisker: %s\nMax: %s' %
tuple(map(self._y_format, serie.points))
)
elif self.box_mode == '1.5IQR':
# 1.5IQR mode
return 'Q1: %s\nQ2: %s\nQ3: %s' % tuple(
map(self._y_format, serie.points[2:5])
)
else:
return self._y_format(serie.points)
def _compute(self):
"""
Compute parameters necessary for later steps
within the rendering process
"""
for serie in self.series:
serie.points, serie.outliers = \
self._box_points(serie.values, self.box_mode)
self._x_pos = [(i + .5) / self._order for i in range(self._order)]
if self._min:
self._box.ymin = min(self._min, self.zero)
if self._max:
self._box.ymax = max(self._max, self.zero)
def _plot(self):
"""Plot the series data"""
for serie in self.series:
self._boxf(serie)
@property
def _len(self):
"""Len is always 7 here"""
return 7
def _boxf(self, serie):
"""For a specific series, draw the box plot."""
serie_node = self.svg.serie(serie)
# Note: q0 and q4 do not literally mean the zero-th quartile
# and the fourth quartile, but rather the distance from 1.5 times
# the inter-quartile range to Q1 and Q3, respectively.
boxes = self.svg.node(serie_node['plot'], class_="boxes")
metadata = serie.metadata.get(0)
box = decorate(self.svg, self.svg.node(boxes, class_='box'), metadata)
val = self._format(serie, 0)
x_center, y_center = self._draw_box(
box, serie.points[1:6], serie.outliers, serie.index, metadata
)
self._tooltip_data(
box, val, x_center, y_center, "centered",
self._get_x_label(serie.index)
)
self._static_value(serie_node, val, x_center, y_center, metadata)
def _draw_box(self, parent_node, quartiles, outliers, box_index, metadata):
"""
Return the center of a bounding box defined by a box plot.
Draws a box plot on self.svg.
"""
width = (self.view.x(1) - self.view.x(0)) / self._order
series_margin = width * self._series_margin
left_edge = self.view.x(0) + width * box_index + series_margin
width -= 2 * series_margin
# draw lines for whiskers - bottom, median, and top
for i, whisker in enumerate((quartiles[0], quartiles[2],
quartiles[4])):
whisker_width = width if i == 1 else width / 2
shift = (width - whisker_width) / 2
xs = left_edge + shift
xe = left_edge + width - shift
alter(
self.svg.line(
parent_node,
coords=[(xs, self.view.y(whisker)),
(xe, self.view.y(whisker))],
class_='reactive tooltip-trigger',
attrib={'stroke-width': 3}
), metadata
)
# draw lines connecting whiskers to box (Q1 and Q3)
alter(
self.svg.line(
parent_node,
coords=[(left_edge + width / 2, self.view.y(quartiles[0])),
(left_edge + width / 2, self.view.y(quartiles[1]))],
class_='reactive tooltip-trigger',
attrib={'stroke-width': 2}
), metadata
)
alter(
self.svg.line(
parent_node,
coords=[(left_edge + width / 2, self.view.y(quartiles[4])),
(left_edge + width / 2, self.view.y(quartiles[3]))],
class_='reactive tooltip-trigger',
attrib={'stroke-width': 2}
), metadata
)
# box, bounded by Q1 and Q3
alter(
self.svg.node(
parent_node,
tag='rect',
x=left_edge,
y=self.view.y(quartiles[1]),
height=self.view.y(quartiles[3]) - self.view.y(quartiles[1]),
width=width,
class_='subtle-fill reactive tooltip-trigger'
), metadata
)
# draw outliers
for o in outliers:
alter(
self.svg.node(
parent_node,
tag='circle',
cx=left_edge + width / 2,
cy=self.view.y(o),
r=3,
class_='subtle-fill reactive tooltip-trigger'
), metadata
)
return (
left_edge + width / 2,
self.view.y(sum(quartiles) / len(quartiles))
)
@staticmethod
def _box_points(values, mode='extremes'):
"""
Default mode: (mode='extremes' or unset)
Return a 7-tuple of 2x minimum, Q1, Median, Q3,
and 2x maximum for a list of numeric values.
1.5IQR mode: (mode='1.5IQR')
Return a 7-tuple of min, Q1 - 1.5 * IQR, Q1, Median, Q3,
Q3 + 1.5 * IQR and max for a list of numeric values.
Tukey mode: (mode='tukey')
Return a 7-tuple of min, q[0..4], max and a list of outliers
Outliers are considered values x: x < q1 - IQR or x > q3 + IQR
SD mode: (mode='stdev')
Return a 7-tuple of min, q[0..4], max and a list of outliers
Outliers are considered values x: x < q2 - SD or x > q2 + SD
SDp mode: (mode='pstdev')
Return a 7-tuple of min, q[0..4], max and a list of outliers
Outliers are considered values x: x < q2 - SDp or x > q2 + SDp
The iterator values may include None values.
Uses quartile definition from Mendenhall, W. and
Sincich, T. L. Statistics for Engineering and the
Sciences, 4th ed. Prentice-Hall, 1995.
"""
def median(seq):
n = len(seq)
if n % 2 == 0: # seq has an even length
return (seq[n // 2] + seq[n // 2 - 1]) / 2
else: # seq has an odd length
return seq[n // 2]
def mean(seq):
return sum(seq) / len(seq)
def stdev(seq):
m = mean(seq)
l = len(seq)
v = sum((n - m)**2 for n in seq) / (l - 1) # variance
return v**0.5 # sqrt
def pstdev(seq):
m = mean(seq)
l = len(seq)
v = sum((n - m)**2 for n in seq) / l # variance
return v**0.5 # sqrt
outliers = []
# sort the copy in case the originals must stay in original order
s = sorted([x for x in values if x is not None])
n = len(s)
if not n:
return (0, 0, 0, 0, 0, 0, 0), []
elif n == 1:
return (s[0], s[0], s[0], s[0], s[0], s[0], s[0]), []
else:
q2 = median(s)
# See 'Method 3' in http://en.wikipedia.org/wiki/Quartile
if n % 2 == 0: # even
q1 = median(s[:n // 2])
q3 = median(s[n // 2:])
else: # odd
if n == 1: # special case
q1 = s[0]
q3 = s[0]
elif n % 4 == 1: # n is of form 4n + 1 where n >= 1
m = (n - 1) // 4
q1 | (config=None, **kwargs) | [
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] |
18,714 | pygal.graph.box | _box_points |
Default mode: (mode='extremes' or unset)
Return a 7-tuple of 2x minimum, Q1, Median, Q3,
and 2x maximum for a list of numeric values.
1.5IQR mode: (mode='1.5IQR')
Return a 7-tuple of min, Q1 - 1.5 * IQR, Q1, Median, Q3,
Q3 + 1.5 * IQR and max for a list of numeric values.
Tukey mode: (mode='tukey')
Return a 7-tuple of min, q[0..4], max and a list of outliers
Outliers are considered values x: x < q1 - IQR or x > q3 + IQR
SD mode: (mode='stdev')
Return a 7-tuple of min, q[0..4], max and a list of outliers
Outliers are considered values x: x < q2 - SD or x > q2 + SD
SDp mode: (mode='pstdev')
Return a 7-tuple of min, q[0..4], max and a list of outliers
Outliers are considered values x: x < q2 - SDp or x > q2 + SDp
The iterator values may include None values.
Uses quartile definition from Mendenhall, W. and
Sincich, T. L. Statistics for Engineering and the
Sciences, 4th ed. Prentice-Hall, 1995.
| @staticmethod
def _box_points(values, mode='extremes'):
"""
Default mode: (mode='extremes' or unset)
Return a 7-tuple of 2x minimum, Q1, Median, Q3,
and 2x maximum for a list of numeric values.
1.5IQR mode: (mode='1.5IQR')
Return a 7-tuple of min, Q1 - 1.5 * IQR, Q1, Median, Q3,
Q3 + 1.5 * IQR and max for a list of numeric values.
Tukey mode: (mode='tukey')
Return a 7-tuple of min, q[0..4], max and a list of outliers
Outliers are considered values x: x < q1 - IQR or x > q3 + IQR
SD mode: (mode='stdev')
Return a 7-tuple of min, q[0..4], max and a list of outliers
Outliers are considered values x: x < q2 - SD or x > q2 + SD
SDp mode: (mode='pstdev')
Return a 7-tuple of min, q[0..4], max and a list of outliers
Outliers are considered values x: x < q2 - SDp or x > q2 + SDp
The iterator values may include None values.
Uses quartile definition from Mendenhall, W. and
Sincich, T. L. Statistics for Engineering and the
Sciences, 4th ed. Prentice-Hall, 1995.
"""
def median(seq):
n = len(seq)
if n % 2 == 0: # seq has an even length
return (seq[n // 2] + seq[n // 2 - 1]) / 2
else: # seq has an odd length
return seq[n // 2]
def mean(seq):
return sum(seq) / len(seq)
def stdev(seq):
m = mean(seq)
l = len(seq)
v = sum((n - m)**2 for n in seq) / (l - 1) # variance
return v**0.5 # sqrt
def pstdev(seq):
m = mean(seq)
l = len(seq)
v = sum((n - m)**2 for n in seq) / l # variance
return v**0.5 # sqrt
outliers = []
# sort the copy in case the originals must stay in original order
s = sorted([x for x in values if x is not None])
n = len(s)
if not n:
return (0, 0, 0, 0, 0, 0, 0), []
elif n == 1:
return (s[0], s[0], s[0], s[0], s[0], s[0], s[0]), []
else:
q2 = median(s)
# See 'Method 3' in http://en.wikipedia.org/wiki/Quartile
if n % 2 == 0: # even
q1 = median(s[:n // 2])
q3 = median(s[n // 2:])
else: # odd
if n == 1: # special case
q1 = s[0]
q3 = s[0]
elif n % 4 == 1: # n is of form 4n + 1 where n >= 1
m = (n - 1) // 4
q1 = 0.25 * s[m - 1] + 0.75 * s[m]
q3 = 0.75 * s[3 * m] + 0.25 * s[3 * m + 1]
else: # n is of form 4n + 3 where n >= 1
m = (n - 3) // 4
q1 = 0.75 * s[m] + 0.25 * s[m + 1]
q3 = 0.25 * s[3 * m + 1] + 0.75 * s[3 * m + 2]
iqr = q3 - q1
min_s = s[0]
max_s = s[-1]
if mode == 'extremes':
q0 = min_s
q4 = max_s
elif mode == 'tukey':
# the lowest datum still within 1.5 IQR of the lower quartile,
# and the highest datum still within 1.5 IQR of the upper
# quartile [Tukey box plot, Wikipedia ]
b0 = bisect_left(s, q1 - 1.5 * iqr)
b4 = bisect_right(s, q3 + 1.5 * iqr)
q0 = s[b0]
q4 = s[b4 - 1]
outliers = s[:b0] + s[b4:]
elif mode == 'stdev':
# one standard deviation above and below the mean of the data
sd = stdev(s)
b0 = bisect_left(s, q2 - sd)
b4 = bisect_right(s, q2 + sd)
q0 = s[b0]
q4 = s[b4 - 1]
outliers = s[:b0] + s[b4:]
elif mode == 'pstdev':
# one population standard deviation above and below
# the mean of the data
sdp = pstdev(s)
b0 = bisect_left(s, q2 - sdp)
b4 = bisect_right(s, q2 + sdp)
q0 = s[b0]
q4 = s[b4 - 1]
outliers = s[:b0] + s[b4:]
elif mode == '1.5IQR':
# 1.5IQR mode
q0 = q1 - 1.5 * iqr
q4 = q3 + 1.5 * iqr
return (min_s, q0, q1, q2, q3, q4, max_s), outliers
| (values, mode='extremes') | [
0.024001402780413628,
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0.003037153510376811,
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0.0021447432227432728,
0.011625987477600574,
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0.07131394743919373,
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0.0240605678409338,
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0.07328612357378006,
0.022837817668914795,
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0.04153406247496605,
0.026032745838165283,
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18,715 | pygal.graph.box | _boxf | For a specific series, draw the box plot. | def _boxf(self, serie):
"""For a specific series, draw the box plot."""
serie_node = self.svg.serie(serie)
# Note: q0 and q4 do not literally mean the zero-th quartile
# and the fourth quartile, but rather the distance from 1.5 times
# the inter-quartile range to Q1 and Q3, respectively.
boxes = self.svg.node(serie_node['plot'], class_="boxes")
metadata = serie.metadata.get(0)
box = decorate(self.svg, self.svg.node(boxes, class_='box'), metadata)
val = self._format(serie, 0)
x_center, y_center = self._draw_box(
box, serie.points[1:6], serie.outliers, serie.index, metadata
)
self._tooltip_data(
box, val, x_center, y_center, "centered",
self._get_x_label(serie.index)
)
self._static_value(serie_node, val, x_center, y_center, metadata)
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18,716 | pygal.graph.box | _compute |
Compute parameters necessary for later steps
within the rendering process
| def _compute(self):
"""
Compute parameters necessary for later steps
within the rendering process
"""
for serie in self.series:
serie.points, serie.outliers = \
self._box_points(serie.values, self.box_mode)
self._x_pos = [(i + .5) / self._order for i in range(self._order)]
if self._min:
self._box.ymin = min(self._min, self.zero)
if self._max:
self._box.ymax = max(self._max, self.zero)
| (self) | [
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] |
18,726 | pygal.graph.box | _draw_box |
Return the center of a bounding box defined by a box plot.
Draws a box plot on self.svg.
| def _draw_box(self, parent_node, quartiles, outliers, box_index, metadata):
"""
Return the center of a bounding box defined by a box plot.
Draws a box plot on self.svg.
"""
width = (self.view.x(1) - self.view.x(0)) / self._order
series_margin = width * self._series_margin
left_edge = self.view.x(0) + width * box_index + series_margin
width -= 2 * series_margin
# draw lines for whiskers - bottom, median, and top
for i, whisker in enumerate((quartiles[0], quartiles[2],
quartiles[4])):
whisker_width = width if i == 1 else width / 2
shift = (width - whisker_width) / 2
xs = left_edge + shift
xe = left_edge + width - shift
alter(
self.svg.line(
parent_node,
coords=[(xs, self.view.y(whisker)),
(xe, self.view.y(whisker))],
class_='reactive tooltip-trigger',
attrib={'stroke-width': 3}
), metadata
)
# draw lines connecting whiskers to box (Q1 and Q3)
alter(
self.svg.line(
parent_node,
coords=[(left_edge + width / 2, self.view.y(quartiles[0])),
(left_edge + width / 2, self.view.y(quartiles[1]))],
class_='reactive tooltip-trigger',
attrib={'stroke-width': 2}
), metadata
)
alter(
self.svg.line(
parent_node,
coords=[(left_edge + width / 2, self.view.y(quartiles[4])),
(left_edge + width / 2, self.view.y(quartiles[3]))],
class_='reactive tooltip-trigger',
attrib={'stroke-width': 2}
), metadata
)
# box, bounded by Q1 and Q3
alter(
self.svg.node(
parent_node,
tag='rect',
x=left_edge,
y=self.view.y(quartiles[1]),
height=self.view.y(quartiles[3]) - self.view.y(quartiles[1]),
width=width,
class_='subtle-fill reactive tooltip-trigger'
), metadata
)
# draw outliers
for o in outliers:
alter(
self.svg.node(
parent_node,
tag='circle',
cx=left_edge + width / 2,
cy=self.view.y(o),
r=3,
class_='subtle-fill reactive tooltip-trigger'
), metadata
)
return (
left_edge + width / 2,
self.view.y(sum(quartiles) / len(quartiles))
)
| (self, parent_node, quartiles, outliers, box_index, metadata) | [
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18,736 | pygal.graph.box | _plot | Plot the series data | def _plot(self):
"""Plot the series data"""
for serie in self.series:
self._boxf(serie)
| (self) | [
0.027046991512179375,
-0.01244977954775095,
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18,746 | pygal.graph.box | _value_format |
Format value for dual value display.
| def _value_format(self, value, serie):
"""
Format value for dual value display.
"""
if self.box_mode == "extremes":
return (
'Min: %s\nQ1 : %s\nQ2 : %s\nQ3 : %s\nMax: %s' %
tuple(map(self._y_format, serie.points[1:6]))
)
elif self.box_mode in ["tukey", "stdev", "pstdev"]:
return (
'Min: %s\nLower Whisker: %s\nQ1: %s\nQ2: %s\nQ3: %s\n'
'Upper Whisker: %s\nMax: %s' %
tuple(map(self._y_format, serie.points))
)
elif self.box_mode == '1.5IQR':
# 1.5IQR mode
return 'Q1: %s\nQ2: %s\nQ3: %s' % tuple(
map(self._y_format, serie.points[2:5])
)
else:
return self._y_format(serie.points)
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18,768 | pygal.config | Config | Class holding config values | class Config(CommonConfig):
"""Class holding config values"""
style = Key(
DefaultStyle, Style, "Style", "Style holding values injected in css"
)
css = Key(
('file://style.css', 'file://graph.css'), list, "Style",
"List of css file",
"It can be any uri from file:///tmp/style.css to //domain/style.css",
str
)
classes = Key(('pygal-chart', ), list, "Style",
"Classes of the root svg node", str)
defs = Key([], list, "Misc", "Extraneous defs to be inserted in svg",
"Useful for adding gradients / patterns…", str)
# Look #
title = Key(
None, str, "Look", "Graph title.", "Leave it to None to disable title."
)
x_title = Key(
None, str, "Look", "Graph X-Axis title.",
"Leave it to None to disable X-Axis title."
)
y_title = Key(
None, str, "Look", "Graph Y-Axis title.",
"Leave it to None to disable Y-Axis title."
)
width = Key(800, int, "Look", "Graph width")
height = Key(600, int, "Look", "Graph height")
show_x_guides = Key(
False, bool, "Look", "Set to true to always show x guide lines"
)
show_y_guides = Key(
True, bool, "Look", "Set to false to hide y guide lines"
)
show_legend = Key(True, bool, "Look", "Set to false to remove legend")
legend_at_bottom = Key(
False, bool, "Look", "Set to true to position legend at bottom"
)
legend_at_bottom_columns = Key(
None, int, "Look", "Set to true to position legend at bottom"
)
legend_box_size = Key(12, int, "Look", "Size of legend boxes")
rounded_bars = Key(
None, int, "Look", "Set this to the desired radius in px"
)
stack_from_top = Key(
False, bool, "Look", "Stack from top to zero, this makes the stacked "
"data match the legend order"
)
spacing = Key(10, int, "Look", "Space between titles/legend/axes")
margin = Key(20, int, "Look", "Margin around chart")
margin_top = Key(None, int, "Look", "Margin around top of chart")
margin_right = Key(None, int, "Look", "Margin around right of chart")
margin_bottom = Key(None, int, "Look", "Margin around bottom of chart")
margin_left = Key(None, int, "Look", "Margin around left of chart")
tooltip_border_radius = Key(0, int, "Look", "Tooltip border radius")
tooltip_fancy_mode = Key(
True, bool, "Look", "Fancy tooltips",
"Print legend, x label in tooltip and use serie color for value."
)
inner_radius = Key(
0, float, "Look", "Piechart inner radius (donut), must be <.9"
)
half_pie = Key(False, bool, "Look", "Create a half-pie chart")
x_labels = Key(
None, list, "Label", "X labels, must have same len than data.",
"Leave it to None to disable x labels display.", str
)
x_labels_major = Key(
None,
list,
"Label",
"X labels that will be marked major.",
subtype=str
)
x_labels_major_every = Key(
None, int, "Label", "Mark every n-th x label as major."
)
x_labels_major_count = Key(
None, int, "Label", "Mark n evenly distributed labels as major."
)
show_x_labels = Key(True, bool, "Label", "Set to false to hide x-labels")
show_minor_x_labels = Key(
True, bool, "Label", "Set to false to hide x-labels not marked major"
)
y_labels = Key(
None, list, "Label", "You can specify explicit y labels",
"Must be a list of numbers", float
)
y_labels_major = Key(
None,
list,
"Label",
"Y labels that will be marked major. Default: auto",
subtype=str
)
y_labels_major_every = Key(
None, int, "Label", "Mark every n-th y label as major."
)
y_labels_major_count = Key(
None, int, "Label", "Mark n evenly distributed y labels as major."
)
show_minor_y_labels = Key(
True, bool, "Label", "Set to false to hide y-labels not marked major"
)
show_y_labels = Key(True, bool, "Label", "Set to false to hide y-labels")
x_label_rotation = Key(
0, int, "Label", "Specify x labels rotation angles", "in degrees"
)
y_label_rotation = Key(
0, int, "Label", "Specify y labels rotation angles", "in degrees"
)
missing_value_fill_truncation = Key(
"x", str, "Look",
"Filled series with missing x and/or y values at the end of a series "
"are closed at the first value with a missing "
"'x' (default), 'y' or 'either'"
)
# Value #
x_value_formatter = Key(
formatters.default, callable, "Value",
"A function to convert abscissa numeric value to strings "
"(used in XY and Date charts)"
)
value_formatter = Key(
formatters.default, callable, "Value",
"A function to convert ordinate numeric value to strings"
)
logarithmic = Key(
False, bool, "Value", "Display values in logarithmic scale"
)
interpolate = Key(
None, str, "Value", "Interpolation",
"May be %s" % ' or '.join(INTERPOLATIONS)
)
interpolation_precision = Key(
250, int, "Value", "Number of interpolated points between two values"
)
interpolation_parameters = Key(
{}, dict, "Value", "Various parameters for parametric interpolations",
"ie: For hermite interpolation, you can set the cardinal tension with"
"{'type': 'cardinal', 'c': .5}", int
)
box_mode = Key(
'extremes', str, "Value", "Sets the mode to be used. "
"(Currently only supported on box plot)", "May be %s" %
' or '.join(["1.5IQR", "extremes", "tukey", "stdev", "pstdev"])
)
order_min = Key(
None, int, "Value", "Minimum order of scale, defaults to None"
)
min_scale = Key(
4, int, "Value", "Minimum number of scale graduation for auto scaling"
)
max_scale = Key(
16, int, "Value", "Maximum number of scale graduation for auto scaling"
)
range = Key(
None, list, "Value", "Explicitly specify min and max of values",
"(ie: (0, 100))", int
)
secondary_range = Key(
None, list, "Value",
"Explicitly specify min and max of secondary values", "(ie: (0, 100))",
int
)
xrange = Key(
None, list, "Value", "Explicitly specify min and max of x values "
"(used in XY and Date charts)", "(ie: (0, 100))", int
)
include_x_axis = Key(False, bool, "Value", "Always include x axis")
zero = Key(
0, int, "Value", "Set the ordinate zero value",
"Useful for filling to another base than abscissa"
)
# Text #
no_data_text = Key(
"No data", str, "Text", "Text to display when no data is given"
)
print_values = Key(False, bool, "Text", "Display values as text over plot")
dynamic_print_values = Key(
False, bool, "Text", "Show values only on hover"
)
print_values_position = Key(
'center', str, "Text", "Customize position of `print_values`. "
"(For bars: `top`, `center` or `bottom`)"
)
print_zeroes = Key(True, bool, "Text", "Display zero values as well")
print_labels = Key(False, bool, "Text", "Display value labels")
truncate_legend = Key(
None, int, "Text", "Legend string length truncation threshold",
"None = auto, Negative for none"
)
truncate_label = Key(
None, int, "Text", "Label string length truncation threshold",
"None = auto, Negative for none"
)
# Misc #
js = Key(('//kozea.github.io/pygal.js/2.0.x/pygal-tooltips.min.js', ),
list, "Misc", "List of js file",
"It can be any uri from file:///tmp/ext.js to //domain/ext.js",
str)
disable_xml_declaration = Key(
False, bool, "Misc",
"Don't write xml declaration and return str instead of string",
"useful for writing output directly in html"
)
force_uri_protocol = Key(
'https', str, "Misc", "Default uri protocol",
"Default protocol for exte | (**kwargs) | [
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18,769 | pygal.config | __call__ | Can be updated with kwargs | def __call__(self, **kwargs):
"""Can be updated with kwargs"""
self._update(kwargs)
| (self, **kwargs) | [
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18,770 | pygal.config | __init__ | Can be instanciated with config kwargs | def __init__(self, **kwargs):
"""Can be instanciated with config kwargs"""
for k in dir(self):
v = getattr(self, k)
if (k not in self.__dict__ and not k.startswith('_')
and not hasattr(v, '__call__')):
if isinstance(v, Key):
if v.is_list and v.value is not None:
v = list(v.value)
else:
v = v.value
setattr(self, k, v)
self._update(kwargs)
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18,771 | pygal.config | _update | Update the config with the given dictionary | def _update(self, kwargs):
"""Update the config with the given dictionary"""
from pygal.util import merge
dir_self_set = set(dir(self))
merge(
self.__dict__,
dict([(k, v) for (k, v) in kwargs.items()
if not k.startswith('_') and k in dir_self_set])
)
| (self, kwargs) | [
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18,772 | pygal.config | copy | Copy this config object into another | def copy(self):
"""Copy this config object into another"""
return deepcopy(self)
| (self) | [
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] |
18,773 | pygal.config | to_dict | Export a JSON serializable dictionary of the config | def to_dict(self):
"""Export a JSON serializable dictionary of the config"""
config = {}
for attr in dir(self):
if not attr.startswith('__'):
value = getattr(self, attr)
if hasattr(value, 'to_dict'):
config[attr] = value.to_dict()
elif not hasattr(value, '__call__'):
config[attr] = value
return config
| (self) | [
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18,774 | pygal.graph.time | DateLine | Date abscissa xy graph class | class DateLine(DateTimeLine):
"""Date abscissa xy graph class"""
@property
def _x_format(self):
"""Return the value formatter for this graph"""
def date_to_str(x):
d = datetime.utcfromtimestamp(x).date()
return self.x_value_formatter(d)
return date_to_str
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18,777 | pygal.graph.line | __init__ | Set _self_close as False, it's True for Radar like Line | def __init__(self, *args, **kwargs):
"""Set _self_close as False, it's True for Radar like Line"""
self._self_close = False
super(Line, self).__init__(*args, **kwargs)
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18,780 | pygal.graph.xy | _compute | Compute x/y min and max and x/y scale and set labels | def _compute(self):
"""Compute x/y min and max and x/y scale and set labels"""
if self.xvals:
if self.xrange:
x_adapter = reduce(compose, self._x_adapters) if getattr(
self, '_x_adapters', None
) else ident
xmin = x_adapter(self.xrange[0])
xmax = x_adapter(self.xrange[1])
else:
xmin = min(self.xvals)
xmax = max(self.xvals)
xrng = (xmax - xmin)
else:
xrng = None
if self.yvals:
ymin = self._min
ymax = self._max
if self.include_x_axis:
ymin = min(ymin or 0, 0)
ymax = max(ymax or 0, 0)
yrng = (ymax - ymin)
else:
yrng = None
for serie in self.all_series:
serie.points = serie.values
if self.interpolate:
vals = list(
zip(
*sorted(
filter(lambda t: None not in t, serie.points),
key=lambda x: x[0]
)
)
)
serie.interpolated = self._interpolate(vals[0], vals[1])
if self.interpolate:
self.xvals = [
val[0] for serie in self.all_series
for val in serie.interpolated
]
self.yvals = [
val[1] for serie in self.series for val in serie.interpolated
]
if self.xvals:
xmin = min(self.xvals)
xmax = max(self.xvals)
xrng = (xmax - xmin)
else:
xrng = None
# these values can also be 0 (zero), so testing explicitly for None
if xrng is not None:
self._box.xmin, self._box.xmax = xmin, xmax
if yrng is not None:
self._box.ymin, self._box.ymax = ymin, ymax
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18,783 | pygal.graph.dual | _compute_x_labels | null | def _compute_x_labels(self):
x_pos = compute_scale(
self._box.xmin, self._box.xmax, self.logarithmic, self.order_min,
self.min_scale, self.max_scale
)
if self.x_labels:
self._x_labels = []
for i, x_label in enumerate(self.x_labels):
if isinstance(x_label, dict):
pos = self._x_adapt(x_label.get('value'))
title = x_label.get('label', self._x_format(pos))
elif is_str(x_label):
pos = self._x_adapt(x_pos[i % len(x_pos)])
title = x_label
else:
pos = self._x_adapt(x_label)
title = self._x_format(pos)
self._x_labels.append((title, pos))
self._box.xmin = min(self._box.xmin, min(cut(self._x_labels, 1)))
self._box.xmax = max(self._box.xmax, max(cut(self._x_labels, 1)))
else:
self._x_labels = list(zip(map(self._x_format, x_pos), x_pos))
| (self) | [
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18,784 | pygal.graph.dual | _compute_x_labels_major | null | def _compute_x_labels_major(self):
# In case of dual, x labels must adapters and so majors too
self.x_labels_major = self.x_labels_major and list(
map(self._x_adapt, self.x_labels_major)
)
super(Dual, self)._compute_x_labels_major()
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18,790 | pygal.graph.line | _fill | Add extra values to fill the line | def _fill(self, values):
"""Add extra values to fill the line"""
zero = self.view.y(min(max(self.zero, self._box.ymin), self._box.ymax))
# Check to see if the data has been padded with "none's"
# Fill doesn't work correctly otherwise
end = len(values) - 1
while end > 0:
x, y = values[end]
if self.missing_value_fill_truncation == "either":
if x is not None and y is not None:
break
elif self.missing_value_fill_truncation == "x":
if x is not None:
break
elif self.missing_value_fill_truncation == "y":
if y is not None:
break
else:
raise ValueError(
"Invalid value ({}) for config key "
"'missing_value_fill_truncation';"
" Use 'x', 'y' or 'either'".format(
self.missing_value_fill_truncation
)
)
end -= 1
return ([(values[0][0], zero)] + values + [(values[end][0], zero)])
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18,792 | pygal.graph.dual | _get_x_label | Convenience function to get the x_label of a value index | def _get_x_label(self, i):
"""Convenience function to get the x_label of a value index"""
return
| (self, i) | [
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18,800 | pygal.graph.line | _plot | Plot the serie lines and secondary serie lines | def _plot(self):
"""Plot the serie lines and secondary serie lines"""
for serie in self.series:
self.line(serie)
for serie in self.secondary_series:
self.line(serie, True)
| (self) | [
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18,810 | pygal.graph.dual | _value_format |
Format value for dual value display.
| def _value_format(self, value):
"""
Format value for dual value display.
"""
return '%s: %s' % (self._x_format(value[0]), self._y_format(value[1]))
| (self, value) | [
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18,817 | pygal.graph.line | line | Draw the line serie | def line(self, serie, rescale=False):
"""Draw the line serie"""
serie_node = self.svg.serie(serie)
if rescale and self.secondary_series:
points = self._rescale(serie.points)
else:
points = serie.points
view_values = list(map(self.view, points))
if serie.show_dots:
for i, (x, y) in enumerate(view_values):
if None in (x, y):
continue
if self.logarithmic:
if points[i][1] is None or points[i][1] <= 0:
continue
if (serie.show_only_major_dots and self.x_labels
and i < len(self.x_labels)
and self.x_labels[i] not in self._x_labels_major):
continue
metadata = serie.metadata.get(i)
classes = []
if x > self.view.width / 2:
classes.append('left')
if y > self.view.height / 2:
classes.append('top')
classes = ' '.join(classes)
self._confidence_interval(
serie_node['overlay'], x, y, serie.values[i], metadata
)
dots = decorate(
self.svg,
self.svg.node(serie_node['overlay'], class_="dots"),
metadata
)
val = self._format(serie, i)
alter(
self.svg.transposable_node(
dots,
'circle',
cx=x,
cy=y,
r=serie.dots_size,
class_='dot reactive tooltip-trigger'
), metadata
)
self._tooltip_data(
dots, val, x, y, xlabel=self._get_x_label(i)
)
self._static_value(
serie_node, val, x + self.style.value_font_size,
y + self.style.value_font_size, metadata
)
if serie.stroke:
if self.interpolate:
points = serie.interpolated
if rescale and self.secondary_series:
points = self._rescale(points)
view_values = list(map(self.view, points))
if serie.fill:
view_values = self._fill(view_values)
if serie.allow_interruptions:
# view_values are in form [(x1, y1), (x2, y2)]. We
# need to split that into multiple sequences if a
# None is present here
sequences = []
cur_sequence = []
for x, y in view_values:
if y is None and len(cur_sequence) > 0:
# emit current subsequence
sequences.append(cur_sequence)
cur_sequence = []
elif y is None: # just discard
continue
else:
cur_sequence.append((x, y)) # append the element
if len(cur_sequence) > 0: # emit last possible sequence
sequences.append(cur_sequence)
else:
# plain vanilla rendering
sequences = [view_values]
if self.logarithmic:
for seq in sequences:
for ele in seq[::-1]:
y = points[seq.index(ele)][1]
if y is None or y <= 0:
del seq[seq.index(ele)]
for seq in sequences:
self.svg.line(
serie_node['plot'],
seq,
close=self._self_close,
class_='line reactive' +
(' nofill' if not serie.fill else '')
)
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18,833 | pygal.graph.time | DateTimeLine | DateTime abscissa xy graph class | class DateTimeLine(XY):
"""DateTime abscissa xy graph class"""
_x_adapters = [datetime_to_timestamp, date_to_datetime]
@property
def _x_format(self):
"""Return the value formatter for this graph"""
def datetime_to_str(x):
dt = datetime.utcfromtimestamp(x)
return self.x_value_formatter(dt)
return datetime_to_str
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18,892 | pygal.graph.dot | Dot | Dot graph class | class Dot(Graph):
"""Dot graph class"""
def dot(self, serie, r_max):
"""Draw a dot line"""
serie_node = self.svg.serie(serie)
view_values = list(map(self.view, serie.points))
for i, value in safe_enumerate(serie.values):
x, y = view_values[i]
if self.logarithmic:
log10min = log10(self._min) - 1
log10max = log10(self._max or 1)
if value != 0:
size = r_max * ((log10(abs(value)) - log10min) /
(log10max - log10min))
else:
size = 0
else:
size = r_max * (abs(value) / (self._max or 1))
metadata = serie.metadata.get(i)
dots = decorate(
self.svg, self.svg.node(serie_node['plot'], class_="dots"),
metadata
)
alter(
self.svg.node(
dots,
'circle',
cx=x,
cy=y,
r=size,
class_='dot reactive tooltip-trigger' +
(' negative' if value < 0 else '')
), metadata
)
val = self._format(serie, i)
self._tooltip_data(
dots, val, x, y, 'centered', self._get_x_label(i)
)
self._static_value(serie_node, val, x, y, metadata)
def _compute(self):
"""Compute y min and max and y scale and set labels"""
x_len = self._len
y_len = self._order
self._box.xmax = x_len
self._box.ymax = y_len
self._x_pos = [n / 2 for n in range(1, 2 * x_len, 2)]
self._y_pos = [n / 2 for n in reversed(range(1, 2 * y_len, 2))]
for j, serie in enumerate(self.series):
serie.points = [(self._x_pos[i], self._y_pos[j])
for i in range(x_len)]
def _compute_y_labels(self):
self._y_labels = list(
zip(
self.y_labels and map(to_str, self.y_labels) or [
serie.title['title']
if isinstance(serie.title, dict) else serie.title or ''
for serie in self.series
], self._y_pos
)
)
def _set_view(self):
"""Assign a view to current graph"""
view_class = ReverseView if self.inverse_y_axis else View
self.view = view_class(
self.width - self.margin_box.x, self.height - self.margin_box.y,
self._box
)
@cached_property
def _values(self):
"""Getter for series values (flattened)"""
return [abs(val) for val in super(Dot, self)._values if val != 0]
@cached_property
def _max(self):
"""Getter for the maximum series value"""
return (
self.range[1] if (self.range and self.range[1] is not None) else
(max(map(abs, self._values)) if self._values else None)
)
def _plot(self):
"""Plot all dots for series"""
r_max = min(
self.view.x(1) - self.view.x(0),
(self.view.y(0) or 0) - self.view.y(1)
) / (2 * 1.05)
for serie in self.series:
self.dot(serie, r_max)
| (config=None, **kwargs) | [
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18,898 | pygal.graph.dot | _compute | Compute y min and max and y scale and set labels | def _compute(self):
"""Compute y min and max and y scale and set labels"""
x_len = self._len
y_len = self._order
self._box.xmax = x_len
self._box.ymax = y_len
self._x_pos = [n / 2 for n in range(1, 2 * x_len, 2)]
self._y_pos = [n / 2 for n in reversed(range(1, 2 * y_len, 2))]
for j, serie in enumerate(self.series):
serie.points = [(self._x_pos[i], self._y_pos[j])
for i in range(x_len)]
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18,903 | pygal.graph.dot | _compute_y_labels | null | def _compute_y_labels(self):
self._y_labels = list(
zip(
self.y_labels and map(to_str, self.y_labels) or [
serie.title['title']
if isinstance(serie.title, dict) else serie.title or ''
for serie in self.series
], self._y_pos
)
)
| (self) | [
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18,917 | pygal.graph.dot | _plot | Plot all dots for series | def _plot(self):
"""Plot all dots for series"""
r_max = min(
self.view.x(1) - self.view.x(0),
(self.view.y(0) or 0) - self.view.y(1)
) / (2 * 1.05)
for serie in self.series:
self.dot(serie, r_max)
| (self) | [
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18,924 | pygal.graph.dot | _set_view | Assign a view to current graph | def _set_view(self):
"""Assign a view to current graph"""
view_class = ReverseView if self.inverse_y_axis else View
self.view = view_class(
self.width - self.margin_box.x, self.height - self.margin_box.y,
self._box
)
| (self) | [
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18,934 | pygal.graph.dot | dot | Draw a dot line | def dot(self, serie, r_max):
"""Draw a dot line"""
serie_node = self.svg.serie(serie)
view_values = list(map(self.view, serie.points))
for i, value in safe_enumerate(serie.values):
x, y = view_values[i]
if self.logarithmic:
log10min = log10(self._min) - 1
log10max = log10(self._max or 1)
if value != 0:
size = r_max * ((log10(abs(value)) - log10min) /
(log10max - log10min))
else:
size = 0
else:
size = r_max * (abs(value) / (self._max or 1))
metadata = serie.metadata.get(i)
dots = decorate(
self.svg, self.svg.node(serie_node['plot'], class_="dots"),
metadata
)
alter(
self.svg.node(
dots,
'circle',
cx=x,
cy=y,
r=size,
class_='dot reactive tooltip-trigger' +
(' negative' if value < 0 else '')
), metadata
)
val = self._format(serie, i)
self._tooltip_data(
dots, val, x, y, 'centered', self._get_x_label(i)
)
self._static_value(serie_node, val, x, y, metadata)
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18,950 | pygal.graph.funnel | Funnel | Funnel graph class | class Funnel(Graph):
"""Funnel graph class"""
_adapters = [positive, none_to_zero]
def _value_format(self, value):
"""Format value for dual value display."""
return super(Funnel, self)._value_format(value and abs(value))
def funnel(self, serie):
"""Draw a funnel slice"""
serie_node = self.svg.serie(serie)
fmt = lambda x: '%f %f' % x
for i, poly in enumerate(serie.points):
metadata = serie.metadata.get(i)
val = self._format(serie, i)
funnels = decorate(
self.svg, self.svg.node(serie_node['plot'], class_="funnels"),
metadata
)
alter(
self.svg.node(
funnels,
'polygon',
points=' '.join(map(fmt, map(self.view, poly))),
class_='funnel reactive tooltip-trigger'
), metadata
)
# Poly center from label
x, y = self.view((
self._center(self._x_pos[serie.index]),
sum([point[1] for point in poly]) / len(poly)
))
self._tooltip_data(
funnels, val, x, y, 'centered', self._get_x_label(serie.index)
)
self._static_value(serie_node, val, x, y, metadata)
def _center(self, x):
return x - 1 / (2 * self._order)
def _compute(self):
"""Compute y min and max and y scale and set labels"""
self._x_pos = [
(x + 1) / self._order for x in range(self._order)
] if self._order != 1 else [.5] # Center if only one value
previous = [[self.zero, self.zero] for i in range(self._len)]
for i, serie in enumerate(self.series):
y_height = -sum(serie.safe_values) / 2
all_x_pos = [0] + self._x_pos
serie.points = []
for j, value in enumerate(serie.values):
poly = []
poly.append((all_x_pos[i], previous[j][0]))
poly.append((all_x_pos[i], previous[j][1]))
previous[j][0] = y_height
y_height = previous[j][1] = y_height + value
poly.append((all_x_pos[i + 1], previous[j][1]))
poly.append((all_x_pos[i + 1], previous[j][0]))
serie.points.append(poly)
val_max = max(list(map(sum, cut(self.series, 'values'))) + [self.zero])
self._box.ymin = -val_max
self._box.ymax = val_max
if self.range and self.range[0] is not None:
self._box.ymin = self.range[0]
if self.range and self.range[1] is not None:
self._box.ymax = self.range[1]
def _compute_x_labels(self):
self._x_labels = list(
zip(
self.x_labels and map(self._x_format, self.x_labels) or [
serie.title['title']
if isinstance(serie.title, dict) else serie.title or ''
for serie in self.series
], map(self._center, self._x_pos)
)
)
def _plot(self):
"""Plot the funnel"""
for serie in self.series:
self.funnel(serie)
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18,956 | pygal.graph.funnel | _center | null | def _center(self, x):
return x - 1 / (2 * self._order)
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18,957 | pygal.graph.funnel | _compute | Compute y min and max and y scale and set labels | def _compute(self):
"""Compute y min and max and y scale and set labels"""
self._x_pos = [
(x + 1) / self._order for x in range(self._order)
] if self._order != 1 else [.5] # Center if only one value
previous = [[self.zero, self.zero] for i in range(self._len)]
for i, serie in enumerate(self.series):
y_height = -sum(serie.safe_values) / 2
all_x_pos = [0] + self._x_pos
serie.points = []
for j, value in enumerate(serie.values):
poly = []
poly.append((all_x_pos[i], previous[j][0]))
poly.append((all_x_pos[i], previous[j][1]))
previous[j][0] = y_height
y_height = previous[j][1] = y_height + value
poly.append((all_x_pos[i + 1], previous[j][1]))
poly.append((all_x_pos[i + 1], previous[j][0]))
serie.points.append(poly)
val_max = max(list(map(sum, cut(self.series, 'values'))) + [self.zero])
self._box.ymin = -val_max
self._box.ymax = val_max
if self.range and self.range[0] is not None:
self._box.ymin = self.range[0]
if self.range and self.range[1] is not None:
self._box.ymax = self.range[1]
| (self) | [
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0.03316554054617882,
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0.02601652406156063,
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] |
18,960 | pygal.graph.funnel | _compute_x_labels | null | def _compute_x_labels(self):
self._x_labels = list(
zip(
self.x_labels and map(self._x_format, self.x_labels) or [
serie.title['title']
if isinstance(serie.title, dict) else serie.title or ''
for serie in self.series
], map(self._center, self._x_pos)
)
)
| (self) | [
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18,976 | pygal.graph.funnel | _plot | Plot the funnel | def _plot(self):
"""Plot the funnel"""
for serie in self.series:
self.funnel(serie)
| (self) | [
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18,986 | pygal.graph.funnel | _value_format | Format value for dual value display. | def _value_format(self, value):
"""Format value for dual value display."""
return super(Funnel, self)._value_format(value and abs(value))
| (self, value) | [
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18,993 | pygal.graph.funnel | funnel | Draw a funnel slice | def funnel(self, serie):
"""Draw a funnel slice"""
serie_node = self.svg.serie(serie)
fmt = lambda x: '%f %f' % x
for i, poly in enumerate(serie.points):
metadata = serie.metadata.get(i)
val = self._format(serie, i)
funnels = decorate(
self.svg, self.svg.node(serie_node['plot'], class_="funnels"),
metadata
)
alter(
self.svg.node(
funnels,
'polygon',
points=' '.join(map(fmt, map(self.view, poly))),
class_='funnel reactive tooltip-trigger'
), metadata
)
# Poly center from label
x, y = self.view((
self._center(self._x_pos[serie.index]),
sum([point[1] for point in poly]) / len(poly)
))
self._tooltip_data(
funnels, val, x, y, 'centered', self._get_x_label(serie.index)
)
self._static_value(serie_node, val, x, y, metadata)
| (self, serie) | [
0.0010694894008338451,
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19,009 | pygal.graph.gauge | Gauge | Gauge graph class | class Gauge(Graph):
"""Gauge graph class"""
needle_width = 1 / 20
def _set_view(self):
"""Assign a view to current graph"""
if self.logarithmic:
view_class = PolarThetaLogView
else:
view_class = PolarThetaView
self.view = view_class(
self.width - self.margin_box.x, self.height - self.margin_box.y,
self._box
)
def needle(self, serie):
"""Draw a needle for each value"""
serie_node = self.svg.serie(serie)
for i, theta in enumerate(serie.values):
if theta is None:
continue
def point(x, y):
return '%f %f' % self.view((x, y))
val = self._format(serie, i)
metadata = serie.metadata.get(i)
gauges = decorate(
self.svg, self.svg.node(serie_node['plot'], class_="dots"),
metadata
)
tolerance = 1.15
if theta < self._min:
theta = self._min * tolerance
if theta > self._max:
theta = self._max * tolerance
w = (self._box._tmax - self._box._tmin + self.view.aperture) / 4
if self.logarithmic:
w = min(w, self._min - self._min * 10**-10)
alter(
self.svg.node(
gauges,
'path',
d='M %s L %s A %s 1 0 1 %s Z' % (
point(.85, theta),
point(self.needle_width, theta - w),
'%f %f' % (self.needle_width, self.needle_width),
point(self.needle_width, theta + w),
),
class_='line reactive tooltip-trigger'
), metadata
)
x, y = self.view((.75, theta))
self._tooltip_data(gauges, val, x, y, xlabel=self._get_x_label(i))
self._static_value(serie_node, val, x, y, metadata)
def _y_axis(self, draw_axes=True):
"""Override y axis to plot a polar axis"""
axis = self.svg.node(self.nodes['plot'], class_="axis x gauge")
for i, (label, theta) in enumerate(self._y_labels):
guides = self.svg.node(axis, class_='guides')
self.svg.line(
guides, [self.view((.95, theta)),
self.view((1, theta))],
close=True,
class_='line'
)
self.svg.line(
guides, [self.view((0, theta)),
self.view((.95, theta))],
close=True,
class_='guide line %s' %
('major' if i in (0, len(self._y_labels) - 1) else '')
)
x, y = self.view((.9, theta))
self.svg.node(guides, 'text', x=x, y=y).text = label
self.svg.node(
guides,
'title',
).text = self._y_format(theta)
def _x_axis(self, draw_axes=True):
"""Override x axis to put a center circle in center"""
axis = self.svg.node(self.nodes['plot'], class_="axis y gauge")
x, y = self.view((0, 0))
self.svg.node(axis, 'circle', cx=x, cy=y, r=4)
def _compute(self):
"""Compute y min and max and y scale and set labels"""
self.min_ = self._min or 0
self.max_ = self._max or 0
if self.max_ - self.min_ == 0:
self.min_ -= 1
self.max_ += 1
self._box.set_polar_box(0, 1, self.min_, self.max_)
def _compute_x_labels(self):
pass
def _compute_y_labels(self):
y_pos = compute_scale(
self.min_, self.max_, self.logarithmic, self.order_min,
self.min_scale, self.max_scale
)
if self.y_labels:
self._y_labels = []
for i, y_label in enumerate(self.y_labels):
if isinstance(y_label, dict):
pos = self._adapt(y_label.get('value'))
title = y_label.get('label', self._y_format(pos))
elif is_str(y_label):
pos = self._adapt(y_pos[i])
title = y_label
else:
pos = self._adapt(y_label)
title = self._y_format(pos)
self._y_labels.append((title, pos))
self.min_ = min(self.min_, min(cut(self._y_labels, 1)))
self.max_ = max(self.max_, max(cut(self._y_labels, 1)))
self._box.set_polar_box(0, 1, self.min_, self.max_)
else:
self._y_labels = list(zip(map(self._y_format, y_pos), y_pos))
def _plot(self):
"""Plot all needles"""
for serie in self.series:
self.needle(serie)
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19,015 | pygal.graph.gauge | _compute | Compute y min and max and y scale and set labels | def _compute(self):
"""Compute y min and max and y scale and set labels"""
self.min_ = self._min or 0
self.max_ = self._max or 0
if self.max_ - self.min_ == 0:
self.min_ -= 1
self.max_ += 1
self._box.set_polar_box(0, 1, self.min_, self.max_)
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19,020 | pygal.graph.gauge | _compute_y_labels | null | def _compute_y_labels(self):
y_pos = compute_scale(
self.min_, self.max_, self.logarithmic, self.order_min,
self.min_scale, self.max_scale
)
if self.y_labels:
self._y_labels = []
for i, y_label in enumerate(self.y_labels):
if isinstance(y_label, dict):
pos = self._adapt(y_label.get('value'))
title = y_label.get('label', self._y_format(pos))
elif is_str(y_label):
pos = self._adapt(y_pos[i])
title = y_label
else:
pos = self._adapt(y_label)
title = self._y_format(pos)
self._y_labels.append((title, pos))
self.min_ = min(self.min_, min(cut(self._y_labels, 1)))
self.max_ = max(self.max_, max(cut(self._y_labels, 1)))
self._box.set_polar_box(0, 1, self.min_, self.max_)
else:
self._y_labels = list(zip(map(self._y_format, y_pos), y_pos))
| (self) | [
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] |
19,034 | pygal.graph.gauge | _plot | Plot all needles | def _plot(self):
"""Plot all needles"""
for serie in self.series:
self.needle(serie)
| (self) | [
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19,041 | pygal.graph.gauge | _set_view | Assign a view to current graph | def _set_view(self):
"""Assign a view to current graph"""
if self.logarithmic:
view_class = PolarThetaLogView
else:
view_class = PolarThetaView
self.view = view_class(
self.width - self.margin_box.x, self.height - self.margin_box.y,
self._box
)
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19,045 | pygal.graph.gauge | _x_axis | Override x axis to put a center circle in center | def _x_axis(self, draw_axes=True):
"""Override x axis to put a center circle in center"""
axis = self.svg.node(self.nodes['plot'], class_="axis y gauge")
x, y = self.view((0, 0))
self.svg.node(axis, 'circle', cx=x, cy=y, r=4)
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19,047 | pygal.graph.gauge | _y_axis | Override y axis to plot a polar axis | def _y_axis(self, draw_axes=True):
"""Override y axis to plot a polar axis"""
axis = self.svg.node(self.nodes['plot'], class_="axis x gauge")
for i, (label, theta) in enumerate(self._y_labels):
guides = self.svg.node(axis, class_='guides')
self.svg.line(
guides, [self.view((.95, theta)),
self.view((1, theta))],
close=True,
class_='line'
)
self.svg.line(
guides, [self.view((0, theta)),
self.view((.95, theta))],
close=True,
class_='guide line %s' %
('major' if i in (0, len(self._y_labels) - 1) else '')
)
x, y = self.view((.9, theta))
self.svg.node(guides, 'text', x=x, y=y).text = label
self.svg.node(
guides,
'title',
).text = self._y_format(theta)
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] |
19,051 | pygal.graph.gauge | needle | Draw a needle for each value | def needle(self, serie):
"""Draw a needle for each value"""
serie_node = self.svg.serie(serie)
for i, theta in enumerate(serie.values):
if theta is None:
continue
def point(x, y):
return '%f %f' % self.view((x, y))
val = self._format(serie, i)
metadata = serie.metadata.get(i)
gauges = decorate(
self.svg, self.svg.node(serie_node['plot'], class_="dots"),
metadata
)
tolerance = 1.15
if theta < self._min:
theta = self._min * tolerance
if theta > self._max:
theta = self._max * tolerance
w = (self._box._tmax - self._box._tmin + self.view.aperture) / 4
if self.logarithmic:
w = min(w, self._min - self._min * 10**-10)
alter(
self.svg.node(
gauges,
'path',
d='M %s L %s A %s 1 0 1 %s Z' % (
point(.85, theta),
point(self.needle_width, theta - w),
'%f %f' % (self.needle_width, self.needle_width),
point(self.needle_width, theta + w),
),
class_='line reactive tooltip-trigger'
), metadata
)
x, y = self.view((.75, theta))
self._tooltip_data(gauges, val, x, y, xlabel=self._get_x_label(i))
self._static_value(serie_node, val, x, y, metadata)
| (self, serie) | [
0.10033442080020905,
-0.07409530133008957,
0.010506315156817436,
0.04074530303478241,
-0.041954152286052704,
0.022825902327895164,
-0.05749141052365303,
0.0365498885512352,
0.03939423710107803,
0.013181781396269798,
0.02149261347949505,
0.04586512967944145,
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19,067 | pygal.graph.graph | Graph | Graph super class containing generic common functions | class Graph(PublicApi):
"""Graph super class containing generic common functions"""
_dual = False
def _decorate(self):
"""Draw all decorations"""
self._set_view()
self._make_graph()
self._axes()
self._legend()
self._make_title()
self._make_x_title()
self._make_y_title()
def _axes(self):
"""Draw axes"""
self._y_axis()
self._x_axis()
def _set_view(self):
"""Assign a view to current graph"""
if self.logarithmic:
if self._dual:
view_class = XYLogView
else:
view_class = LogView
else:
view_class = ReverseView if self.inverse_y_axis else View
self.view = view_class(
self.width - self.margin_box.x, self.height - self.margin_box.y,
self._box
)
def _make_graph(self):
"""Init common graph svg structure"""
self.nodes['graph'] = self.svg.node(
class_='graph %s-graph %s' % (
self.__class__.__name__.lower(),
'horizontal' if self.horizontal else 'vertical'
)
)
self.svg.node(
self.nodes['graph'],
'rect',
class_='background',
x=0,
y=0,
width=self.width,
height=self.height
)
self.nodes['plot'] = self.svg.node(
self.nodes['graph'],
class_="plot",
transform="translate(%d, %d)" %
(self.margin_box.left, self.margin_box.top)
)
self.svg.node(
self.nodes['plot'],
'rect',
class_='background',
x=0,
y=0,
width=self.view.width,
height=self.view.height
)
self.nodes['title'] = self.svg.node(
self.nodes['graph'], class_="titles"
)
self.nodes['overlay'] = self.svg.node(
self.nodes['graph'],
class_="plot overlay",
transform="translate(%d, %d)" %
(self.margin_box.left, self.margin_box.top)
)
self.nodes['text_overlay'] = self.svg.node(
self.nodes['graph'],
class_="plot text-overlay",
transform="translate(%d, %d)" %
(self.margin_box.left, self.margin_box.top)
)
self.nodes['tooltip_overlay'] = self.svg.node(
self.nodes['graph'],
class_="plot tooltip-overlay",
transform="translate(%d, %d)" %
(self.margin_box.left, self.margin_box.top)
)
self.nodes['tooltip'] = self.svg.node(
self.nodes['tooltip_overlay'],
transform='translate(0 0)',
style="opacity: 0",
**{'class': 'tooltip'}
)
self.svg.node(
self.nodes['tooltip'],
'rect',
rx=self.tooltip_border_radius,
ry=self.tooltip_border_radius,
width=0,
height=0,
**{'class': 'tooltip-box'}
)
self.svg.node(self.nodes['tooltip'], 'g', class_='text')
def _x_axis(self):
"""Make the x axis: labels and guides"""
if not self._x_labels or not self.show_x_labels:
return
axis = self.svg.node(
self.nodes['plot'],
class_="axis x%s" % (' always_show' if self.show_x_guides else '')
)
truncation = self.truncate_label
if not truncation:
if self.x_label_rotation or len(self._x_labels) <= 1:
truncation = 25
else:
first_label_position = self.view.x(self._x_labels[0][1]) or 0
last_label_position = self.view.x(self._x_labels[-1][1]) or 0
available_space = (last_label_position - first_label_position
) / len(self._x_labels) - 1
truncation = reverse_text_len(
available_space, self.style.label_font_size
)
truncation = max(truncation, 1)
lastlabel = self._x_labels[-1][0]
if 0 not in [label[1] for label in self._x_labels]:
self.svg.node(
axis,
'path',
d='M%f %f v%f' % (0, 0, self.view.height),
class_='line'
)
lastlabel = None
for label, position in self._x_labels:
if self.horizontal:
major = position in self._x_labels_major
else:
major = label in self._x_labels_major
if not (self.show_minor_x_labels or major):
continue
guides = self.svg.node(axis, class_='guides')
x = self.view.x(position)
if x is None:
continue
y = self.view.height + 5
last_guide = (self._y_2nd_labels and label == lastlabel)
self.svg.node(
guides,
'path',
d='M%f %f v%f' % (x or 0, 0, self.view.height),
class_='%s%s%sline' % (
'axis ' if label == "0" else '', 'major '
if major else '', 'guide '
if position != 0 and not last_guide else ''
)
)
y += .5 * self.style.label_font_size + 5
text = self.svg.node(
guides, 'text', x=x, y=y, class_='major' if major else ''
)
text.text = truncate(label, truncation)
if text.text != label:
self.svg.node(guides, 'title').text = label
elif self._dual:
self.svg.node(
guides,
'title',
).text = self._x_format(position)
if self.x_label_rotation:
text.attrib['transform'] = "rotate(%d %f %f)" % (
self.x_label_rotation, x, y
)
if self.x_label_rotation >= 180:
text.attrib['class'] = ' '.join((
text.attrib['class']
and text.attrib['class'].split(' ') or []
) + ['backwards'])
if self._y_2nd_labels and 0 not in [label[1]
for label in self._x_labels]:
self.svg.node(
axis,
'path',
d='M%f %f v%f' % (self.view.width, 0, self.view.height),
class_='line'
)
if self._x_2nd_labels:
secondary_ax = self.svg.node(
self.nodes['plot'],
class_="axis x x2%s" %
(' always_show' if self.show_x_guides else '')
)
for label, position in self._x_2nd_labels:
major = label in self._x_labels_major
if not (self.show_minor_x_labels or major):
continue
# it is needed, to have the same structure as primary axis
guides = self.svg.node(secondary_ax, class_='guides')
x = self.view.x(position)
y = -5
text = self.svg.node(
guides, 'text', x=x, y=y, class_='major' if major else ''
)
text.text = label
if self.x_label_rotation:
text.attrib['transform'] = "rotate(%d %f %f)" % (
-self.x_label_rotation, x, y
)
if self.x_label_rotation >= 180:
text.attrib['class'] = ' '.join((
text.attrib['class']
and text.attrib['class'].split(' ') or []
) + ['backwards'])
def _y_axis(self):
"""Make the y axis: labels and guides"""
if not self._y_labels or not self.show_y_labels:
return
axis = self.svg.node(
self.nodes['plot'],
class_="axis y%s" % (' always_show' if self.show_y_guides else '')
)
if (0 not in [label[1] | (config=None, **kwargs) | [
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