/usr/lib/python3/dist-packages/matplotlib/legend.py is in python3-matplotlib 2.1.1-2ubuntu3.
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1422 | """
The legend module defines the Legend class, which is responsible for
drawing legends associated with axes and/or figures.
.. important::
It is unlikely that you would ever create a Legend instance manually.
Most users would normally create a legend via the
:meth:`~matplotlib.axes.Axes.legend` function. For more details on legends
there is also a :ref:`legend guide
<sphx_glr_tutorials_intermediate_legend_guide.py>`.
The Legend class can be considered as a container of legend handles
and legend texts. Creation of corresponding legend handles from the
plot elements in the axes or figures (e.g., lines, patches, etc.) are
specified by the handler map, which defines the mapping between the
plot elements and the legend handlers to be used (the default legend
handlers are defined in the :mod:`~matplotlib.legend_handler` module).
Note that not all kinds of artist are supported by the legend yet by default
but it is possible to extend the legend handler's capabilities to support
arbitrary objects. See the :ref:`legend guide
<sphx_glr_tutorials_intermediate_legend_guide.py>` for more information.
"""
from __future__ import (absolute_import, division, print_function,
unicode_literals)
import six
from six.moves import xrange
import logging
import warnings
import numpy as np
from matplotlib import rcParams
from matplotlib import docstring
from matplotlib.artist import Artist, allow_rasterization
from matplotlib.cbook import silent_list, is_hashable
from matplotlib.font_manager import FontProperties
from matplotlib.lines import Line2D
from matplotlib.patches import Patch, Rectangle, Shadow, FancyBboxPatch
from matplotlib.collections import (LineCollection, RegularPolyCollection,
CircleCollection, PathCollection,
PolyCollection)
from matplotlib.transforms import Bbox, BboxBase, TransformedBbox
from matplotlib.transforms import BboxTransformTo, BboxTransformFrom
from matplotlib.offsetbox import HPacker, VPacker, TextArea, DrawingArea
from matplotlib.offsetbox import DraggableOffsetBox
from matplotlib.container import ErrorbarContainer, BarContainer, StemContainer
from . import legend_handler
class DraggableLegend(DraggableOffsetBox):
def __init__(self, legend, use_blit=False, update="loc"):
"""
update : If "loc", update *loc* parameter of
legend upon finalizing. If "bbox", update
*bbox_to_anchor* parameter.
"""
self.legend = legend
if update in ["loc", "bbox"]:
self._update = update
else:
raise ValueError("update parameter '%s' is not supported." %
update)
DraggableOffsetBox.__init__(self, legend, legend._legend_box,
use_blit=use_blit)
def artist_picker(self, legend, evt):
return self.legend.contains(evt)
def finalize_offset(self):
loc_in_canvas = self.get_loc_in_canvas()
if self._update == "loc":
self._update_loc(loc_in_canvas)
elif self._update == "bbox":
self._update_bbox_to_anchor(loc_in_canvas)
else:
raise RuntimeError("update parameter '%s' is not supported." %
self.update)
def _update_loc(self, loc_in_canvas):
bbox = self.legend.get_bbox_to_anchor()
# if bbox has zero width or height, the transformation is
# ill-defined. Fall back to the defaul bbox_to_anchor.
if bbox.width == 0 or bbox.height == 0:
self.legend.set_bbox_to_anchor(None)
bbox = self.legend.get_bbox_to_anchor()
_bbox_transform = BboxTransformFrom(bbox)
self.legend._loc = tuple(
_bbox_transform.transform_point(loc_in_canvas)
)
def _update_bbox_to_anchor(self, loc_in_canvas):
tr = self.legend.axes.transAxes
loc_in_bbox = tr.transform_point(loc_in_canvas)
self.legend.set_bbox_to_anchor(loc_in_bbox)
_legend_kw_doc = '''
loc : int or string or pair of floats, default: 'upper right'
The location of the legend. Possible codes are:
=============== =============
Location String Location Code
=============== =============
'best' 0
'upper right' 1
'upper left' 2
'lower left' 3
'lower right' 4
'right' 5
'center left' 6
'center right' 7
'lower center' 8
'upper center' 9
'center' 10
=============== =============
Alternatively can be a 2-tuple giving ``x, y`` of the lower-left
corner of the legend in axes coordinates (in which case
``bbox_to_anchor`` will be ignored).
bbox_to_anchor : :class:`matplotlib.transforms.BboxBase` instance \
or tuple of floats
Specify any arbitrary location for the legend in `bbox_transform`
coordinates (default Axes coordinates).
For example, to put the legend's upper right hand corner in the
center of the axes the following keywords can be used::
loc='upper right', bbox_to_anchor=(0.5, 0.5)
ncol : integer
The number of columns that the legend has. Default is 1.
prop : None or :class:`matplotlib.font_manager.FontProperties` or dict
The font properties of the legend. If None (default), the current
:data:`matplotlib.rcParams` will be used.
fontsize : int or float or {'xx-small', 'x-small', 'small', 'medium', \
'large', 'x-large', 'xx-large'}
Controls the font size of the legend. If the value is numeric the
size will be the absolute font size in points. String values are
relative to the current default font size. This argument is only
used if `prop` is not specified.
numpoints : None or int
The number of marker points in the legend when creating a legend
entry for a line/:class:`matplotlib.lines.Line2D`.
Default is ``None`` which will take the value from the
``legend.numpoints`` :data:`rcParam<matplotlib.rcParams>`.
scatterpoints : None or int
The number of marker points in the legend when creating a legend
entry for a scatter plot/
:class:`matplotlib.collections.PathCollection`.
Default is ``None`` which will take the value from the
``legend.scatterpoints`` :data:`rcParam<matplotlib.rcParams>`.
scatteryoffsets : iterable of floats
The vertical offset (relative to the font size) for the markers
created for a scatter plot legend entry. 0.0 is at the base the
legend text, and 1.0 is at the top. To draw all markers at the
same height, set to ``[0.5]``. Default ``[0.375, 0.5, 0.3125]``.
markerscale : None or int or float
The relative size of legend markers compared with the originally
drawn ones. Default is ``None`` which will take the value from
the ``legend.markerscale`` :data:`rcParam <matplotlib.rcParams>`.
markerfirst : bool
If *True*, legend marker is placed to the left of the legend label.
If *False*, legend marker is placed to the right of the legend
label.
Default is *True*.
frameon : None or bool
Control whether the legend should be drawn on a patch (frame).
Default is ``None`` which will take the value from the
``legend.frameon`` :data:`rcParam<matplotlib.rcParams>`.
fancybox : None or bool
Control whether round edges should be enabled around
the :class:`~matplotlib.patches.FancyBboxPatch` which
makes up the legend's background.
Default is ``None`` which will take the value from the
``legend.fancybox`` :data:`rcParam<matplotlib.rcParams>`.
shadow : None or bool
Control whether to draw a shadow behind the legend.
Default is ``None`` which will take the value from the
``legend.shadow`` :data:`rcParam<matplotlib.rcParams>`.
framealpha : None or float
Control the alpha transparency of the legend's background.
Default is ``None`` which will take the value from the
``legend.framealpha`` :data:`rcParam<matplotlib.rcParams>`.
If shadow is activated and framealpha is ``None`` the
default value is being ignored.
facecolor : None or "inherit" or a color spec
Control the legend's background color.
Default is ``None`` which will take the value from the
``legend.facecolor`` :data:`rcParam<matplotlib.rcParams>`.
If ``"inherit"``, it will take the ``axes.facecolor``
:data:`rcParam<matplotlib.rcParams>`.
edgecolor : None or "inherit" or a color spec
Control the legend's background patch edge color.
Default is ``None`` which will take the value from the
``legend.edgecolor`` :data:`rcParam<matplotlib.rcParams>`.
If ``"inherit"``, it will take the ``axes.edgecolor``
:data:`rcParam<matplotlib.rcParams>`.
mode : {"expand", None}
If `mode` is set to ``"expand"`` the legend will be horizontally
expanded to fill the axes area (or `bbox_to_anchor` if defines
the legend's size).
bbox_transform : None or :class:`matplotlib.transforms.Transform`
The transform for the bounding box (`bbox_to_anchor`). For a value
of ``None`` (default) the Axes'
:data:`~matplotlib.axes.Axes.transAxes` transform will be used.
title : str or None
The legend's title. Default is no title (``None``).
borderpad : float or None
The fractional whitespace inside the legend border.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.borderpad`` :data:`rcParam<matplotlib.rcParams>`.
labelspacing : float or None
The vertical space between the legend entries.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.labelspacing`` :data:`rcParam<matplotlib.rcParams>`.
handlelength : float or None
The length of the legend handles.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.handlelength`` :data:`rcParam<matplotlib.rcParams>`.
handletextpad : float or None
The pad between the legend handle and text.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.handletextpad`` :data:`rcParam<matplotlib.rcParams>`.
borderaxespad : float or None
The pad between the axes and legend border.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.borderaxespad`` :data:`rcParam<matplotlib.rcParams>`.
columnspacing : float or None
The spacing between columns.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.columnspacing`` :data:`rcParam<matplotlib.rcParams>`.
handler_map : dict or None
The custom dictionary mapping instances or types to a legend
handler. This `handler_map` updates the default handler map
found at :func:`matplotlib.legend.Legend.get_legend_handler_map`.
'''
docstring.interpd.update(_legend_kw_doc=_legend_kw_doc)
class Legend(Artist):
"""
Place a legend on the axes at location loc. Labels are a
sequence of strings and loc can be a string or an integer
specifying the legend location
"""
codes = {'best': 0, # only implemented for axes legends
'upper right': 1,
'upper left': 2,
'lower left': 3,
'lower right': 4,
'right': 5,
'center left': 6,
'center right': 7,
'lower center': 8,
'upper center': 9,
'center': 10,
}
zorder = 5
def __str__(self):
return "Legend"
@docstring.dedent_interpd
def __init__(self, parent, handles, labels,
loc=None,
numpoints=None, # the number of points in the legend line
markerscale=None, # the relative size of legend markers
# vs. original
markerfirst=True, # controls ordering (left-to-right) of
# legend marker and label
scatterpoints=None, # number of scatter points
scatteryoffsets=None,
prop=None, # properties for the legend texts
fontsize=None, # keyword to set font size directly
# spacing & pad defined as a fraction of the font-size
borderpad=None, # the whitespace inside the legend border
labelspacing=None, # the vertical space between the legend
# entries
handlelength=None, # the length of the legend handles
handleheight=None, # the height of the legend handles
handletextpad=None, # the pad between the legend handle
# and text
borderaxespad=None, # the pad between the axes and legend
# border
columnspacing=None, # spacing between columns
ncol=1, # number of columns
mode=None, # mode for horizontal distribution of columns.
# None, "expand"
fancybox=None, # True use a fancy box, false use a rounded
# box, none use rc
shadow=None,
title=None, # set a title for the legend
framealpha=None, # set frame alpha
edgecolor=None, # frame patch edgecolor
facecolor=None, # frame patch facecolor
bbox_to_anchor=None, # bbox that the legend will be anchored.
bbox_transform=None, # transform for the bbox
frameon=None, # draw frame
handler_map=None,
):
"""
- *parent*: the artist that contains the legend
- *handles*: a list of artists (lines, patches) to be added to the
legend
- *labels*: a list of strings to label the legend
Parameters
----------
loc : int or string or pair of floats, default: 'upper right'
The location of the legend. Possible codes are:
=============== =============
Location String Location Code
=============== =============
'best' 0
'upper right' 1
'upper left' 2
'lower left' 3
'lower right' 4
'right' 5
'center left' 6
'center right' 7
'lower center' 8
'upper center' 9
'center' 10
=============== =============
Alternatively can be a 2-tuple giving ``x, y`` of the lower-left
corner of the legend in axes coordinates (in which case
``bbox_to_anchor`` will be ignored).
bbox_to_anchor : `~.BboxBase` or pair of floats
Specify any arbitrary location for the legend in `bbox_transform`
coordinates (default Axes coordinates).
For example, to put the legend's upper right hand corner in the
center of the axes the following keywords can be used::
loc='upper right', bbox_to_anchor=(0.5, 0.5)
ncol : integer
The number of columns that the legend has. Default is 1.
prop : None or :class:`matplotlib.font_manager.FontProperties` or dict
The font properties of the legend. If None (default), the current
:data:`matplotlib.rcParams` will be used.
fontsize : int or float or {'xx-small', 'x-small', 'small', 'medium', \
'large', 'x-large', 'xx-large'}
Controls the font size of the legend. If the value is numeric the
size will be the absolute font size in points. String values are
relative to the current default font size. This argument is only
used if `prop` is not specified.
numpoints : None or int
The number of marker points in the legend when creating a legend
entry for a line/:class:`matplotlib.lines.Line2D`.
Default is ``None`` which will take the value from the
``legend.numpoints`` :data:`rcParam<matplotlib.rcParams>`.
scatterpoints : None or int
The number of marker points in the legend when creating a legend
entry for a scatter plot/
:class:`matplotlib.collections.PathCollection`.
Default is ``None`` which will take the value from the
``legend.scatterpoints`` :data:`rcParam<matplotlib.rcParams>`.
scatteryoffsets : iterable of floats
The vertical offset (relative to the font size) for the markers
created for a scatter plot legend entry. 0.0 is at the base the
legend text, and 1.0 is at the top. To draw all markers at the
same height, set to ``[0.5]``. Default ``[0.375, 0.5, 0.3125]``.
markerscale : None or int or float
The relative size of legend markers compared with the originally
drawn ones. Default is ``None`` which will take the value from
the ``legend.markerscale`` :data:`rcParam <matplotlib.rcParams>`.
markerfirst : bool
If *True*, legend marker is placed to the left of the legend label.
If *False*, legend marker is placed to the right of the legend
label.
Default is *True*.
frameon : None or bool
Control whether the legend should be drawn on a patch (frame).
Default is ``None`` which will take the value from the
``legend.frameon`` :data:`rcParam<matplotlib.rcParams>`.
fancybox : None or bool
Control whether round edges should be enabled around
the :class:`~matplotlib.patches.FancyBboxPatch` which
makes up the legend's background.
Default is ``None`` which will take the value from the
``legend.fancybox`` :data:`rcParam<matplotlib.rcParams>`.
shadow : None or bool
Control whether to draw a shadow behind the legend.
Default is ``None`` which will take the value from the
``legend.shadow`` :data:`rcParam<matplotlib.rcParams>`.
framealpha : None or float
Control the alpha transparency of the legend's background.
Default is ``None`` which will take the value from the
``legend.framealpha`` :data:`rcParam<matplotlib.rcParams>`.
If shadow is activated and framealpha is ``None`` the
default value is being ignored.
facecolor : None or "inherit" or a color spec
Control the legend's background color.
Default is ``None`` which will take the value from the
``legend.facecolor`` :data:`rcParam<matplotlib.rcParams>`.
If ``"inherit"``, it will take the ``axes.facecolor``
:data:`rcParam<matplotlib.rcParams>`.
edgecolor : None or "inherit" or a color spec
Control the legend's background patch edge color.
Default is ``None`` which will take the value from the
``legend.edgecolor`` :data:`rcParam<matplotlib.rcParams>`.
If ``"inherit"``, it will take the ``axes.edgecolor``
:data:`rcParam<matplotlib.rcParams>`.
mode : {"expand", None}
If `mode` is set to ``"expand"`` the legend will be horizontally
expanded to fill the axes area (or `bbox_to_anchor` if defines
the legend's size).
bbox_transform : None or :class:`matplotlib.transforms.Transform`
The transform for the bounding box (`bbox_to_anchor`). For a value
of ``None`` (default) the Axes'
:data:`~matplotlib.axes.Axes.transAxes` transform will be used.
title : str or None
The legend's title. Default is no title (``None``).
borderpad : float or None
The fractional whitespace inside the legend border.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.borderpad`` :data:`rcParam<matplotlib.rcParams>`.
labelspacing : float or None
The vertical space between the legend entries.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.labelspacing`` :data:`rcParam<matplotlib.rcParams>`.
handlelength : float or None
The length of the legend handles.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.handlelength`` :data:`rcParam<matplotlib.rcParams>`.
handletextpad : float or None
The pad between the legend handle and text.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.handletextpad`` :data:`rcParam<matplotlib.rcParams>`.
borderaxespad : float or None
The pad between the axes and legend border.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.borderaxespad`` :data:`rcParam<matplotlib.rcParams>`.
columnspacing : float or None
The spacing between columns.
Measured in font-size units.
Default is ``None`` which will take the value from the
``legend.columnspacing`` :data:`rcParam<matplotlib.rcParams>`.
handler_map : dict or None
The custom dictionary mapping instances or types to a legend
handler. This `handler_map` updates the default handler map
found at :func:`matplotlib.legend.Legend.get_legend_handler_map`.
Notes
-----
Users can specify any arbitrary location for the legend using the
*bbox_to_anchor* keyword argument. bbox_to_anchor can be an instance
of BboxBase(or its derivatives) or a tuple of 2 or 4 floats.
See :meth:`set_bbox_to_anchor` for more detail.
The legend location can be specified by setting *loc* with a tuple of
2 floats, which is interpreted as the lower-left corner of the legend
in the normalized axes coordinate.
"""
# local import only to avoid circularity
from matplotlib.axes import Axes
from matplotlib.figure import Figure
Artist.__init__(self)
if prop is None:
if fontsize is not None:
self.prop = FontProperties(size=fontsize)
else:
self.prop = FontProperties(size=rcParams["legend.fontsize"])
elif isinstance(prop, dict):
self.prop = FontProperties(**prop)
if "size" not in prop:
self.prop.set_size(rcParams["legend.fontsize"])
else:
self.prop = prop
self._fontsize = self.prop.get_size_in_points()
self.texts = []
self.legendHandles = []
self._legend_title_box = None
#: A dictionary with the extra handler mappings for this Legend
#: instance.
self._custom_handler_map = handler_map
locals_view = locals()
for name in ["numpoints", "markerscale", "shadow", "columnspacing",
"scatterpoints", "handleheight", 'borderpad',
'labelspacing', 'handlelength', 'handletextpad',
'borderaxespad']:
if locals_view[name] is None:
value = rcParams["legend." + name]
else:
value = locals_view[name]
setattr(self, name, value)
del locals_view
# trim handles and labels if illegal label...
for label, handle in zip(labels[:], handles[:]):
if (isinstance(label, six.string_types)
and label.startswith('_')):
warnings.warn('The handle {!r} has a label of {!r} which '
'cannot be automatically added to the '
'legend.'.format(handle, label))
labels.remove(label)
handles.remove(handle)
handles = list(handles)
if len(handles) < 2:
ncol = 1
self._ncol = ncol
if self.numpoints <= 0:
raise ValueError("numpoints must be > 0; it was %d" % numpoints)
# introduce y-offset for handles of the scatter plot
if scatteryoffsets is None:
self._scatteryoffsets = np.array([3. / 8., 4. / 8., 2.5 / 8.])
else:
self._scatteryoffsets = np.asarray(scatteryoffsets)
reps = self.scatterpoints // len(self._scatteryoffsets) + 1
self._scatteryoffsets = np.tile(self._scatteryoffsets,
reps)[:self.scatterpoints]
# _legend_box is an OffsetBox instance that contains all
# legend items and will be initialized from _init_legend_box()
# method.
self._legend_box = None
if isinstance(parent, Axes):
self.isaxes = True
self.axes = parent
self.set_figure(parent.figure)
elif isinstance(parent, Figure):
self.isaxes = False
self.set_figure(parent)
else:
raise TypeError("Legend needs either Axes or Figure as parent")
self.parent = parent
if loc is None:
loc = rcParams["legend.loc"]
if not self.isaxes and loc in [0, 'best']:
loc = 'upper right'
if isinstance(loc, six.string_types):
if loc not in self.codes:
if self.isaxes:
warnings.warn('Unrecognized location "%s". Falling back '
'on "best"; valid locations are\n\t%s\n'
% (loc, '\n\t'.join(self.codes)))
loc = 0
else:
warnings.warn('Unrecognized location "%s". Falling back '
'on "upper right"; '
'valid locations are\n\t%s\n'
% (loc, '\n\t'.join(self.codes)))
loc = 1
else:
loc = self.codes[loc]
if not self.isaxes and loc == 0:
warnings.warn('Automatic legend placement (loc="best") not '
'implemented for figure legend. '
'Falling back on "upper right".')
loc = 1
self._mode = mode
self.set_bbox_to_anchor(bbox_to_anchor, bbox_transform)
# We use FancyBboxPatch to draw a legend frame. The location
# and size of the box will be updated during the drawing time.
if facecolor is None:
facecolor = rcParams["legend.facecolor"]
if facecolor == 'inherit':
facecolor = rcParams["axes.facecolor"]
if edgecolor is None:
edgecolor = rcParams["legend.edgecolor"]
if edgecolor == 'inherit':
edgecolor = rcParams["axes.edgecolor"]
self.legendPatch = FancyBboxPatch(
xy=(0.0, 0.0), width=1., height=1.,
facecolor=facecolor,
edgecolor=edgecolor,
mutation_scale=self._fontsize,
snap=True
)
# The width and height of the legendPatch will be set (in the
# draw()) to the length that includes the padding. Thus we set
# pad=0 here.
if fancybox is None:
fancybox = rcParams["legend.fancybox"]
if fancybox:
self.legendPatch.set_boxstyle("round", pad=0,
rounding_size=0.2)
else:
self.legendPatch.set_boxstyle("square", pad=0)
self._set_artist_props(self.legendPatch)
self._drawFrame = frameon
if frameon is None:
self._drawFrame = rcParams["legend.frameon"]
# init with null renderer
self._init_legend_box(handles, labels, markerfirst)
# If shadow is activated use framealpha if not
# explicitly passed. See Issue 8943
if framealpha is None:
if shadow:
self.get_frame().set_alpha(1)
else:
self.get_frame().set_alpha(rcParams["legend.framealpha"])
else:
self.get_frame().set_alpha(framealpha)
self._loc = loc
self.set_title(title)
self._last_fontsize_points = self._fontsize
self._draggable = None
def _set_artist_props(self, a):
"""
set the boilerplate props for artists added to axes
"""
a.set_figure(self.figure)
if self.isaxes:
# a.set_axes(self.axes)
a.axes = self.axes
a.set_transform(self.get_transform())
def _set_loc(self, loc):
# find_offset function will be provided to _legend_box and
# _legend_box will draw itself at the location of the return
# value of the find_offset.
self._loc_real = loc
self.stale = True
def _get_loc(self):
return self._loc_real
_loc = property(_get_loc, _set_loc)
def _findoffset(self, width, height, xdescent, ydescent, renderer):
"Helper function to locate the legend"
if self._loc == 0: # "best".
x, y = self._find_best_position(width, height, renderer)
elif self._loc in Legend.codes.values(): # Fixed location.
bbox = Bbox.from_bounds(0, 0, width, height)
x, y = self._get_anchored_bbox(self._loc, bbox,
self.get_bbox_to_anchor(),
renderer)
else: # Axes or figure coordinates.
fx, fy = self._loc
bbox = self.get_bbox_to_anchor()
x, y = bbox.x0 + bbox.width * fx, bbox.y0 + bbox.height * fy
return x + xdescent, y + ydescent
@allow_rasterization
def draw(self, renderer):
"Draw everything that belongs to the legend"
if not self.get_visible():
return
renderer.open_group('legend')
fontsize = renderer.points_to_pixels(self._fontsize)
# if mode == fill, set the width of the legend_box to the
# width of the paret (minus pads)
if self._mode in ["expand"]:
pad = 2 * (self.borderaxespad + self.borderpad) * fontsize
self._legend_box.set_width(self.get_bbox_to_anchor().width - pad)
# update the location and size of the legend. This needs to
# be done in any case to clip the figure right.
bbox = self._legend_box.get_window_extent(renderer)
self.legendPatch.set_bounds(bbox.x0, bbox.y0,
bbox.width, bbox.height)
self.legendPatch.set_mutation_scale(fontsize)
if self._drawFrame:
if self.shadow:
shadow = Shadow(self.legendPatch, 2, -2)
shadow.draw(renderer)
self.legendPatch.draw(renderer)
self._legend_box.draw(renderer)
renderer.close_group('legend')
self.stale = False
def _approx_text_height(self, renderer=None):
"""
Return the approximate height of the text. This is used to place
the legend handle.
"""
if renderer is None:
return self._fontsize
else:
return renderer.points_to_pixels(self._fontsize)
# _default_handler_map defines the default mapping between plot
# elements and the legend handlers.
_default_handler_map = {
StemContainer: legend_handler.HandlerStem(),
ErrorbarContainer: legend_handler.HandlerErrorbar(),
Line2D: legend_handler.HandlerLine2D(),
Patch: legend_handler.HandlerPatch(),
LineCollection: legend_handler.HandlerLineCollection(),
RegularPolyCollection: legend_handler.HandlerRegularPolyCollection(),
CircleCollection: legend_handler.HandlerCircleCollection(),
BarContainer: legend_handler.HandlerPatch(
update_func=legend_handler.update_from_first_child),
tuple: legend_handler.HandlerTuple(),
PathCollection: legend_handler.HandlerPathCollection(),
PolyCollection: legend_handler.HandlerPolyCollection()
}
# (get|set|update)_default_handler_maps are public interfaces to
# modify the default handler map.
@classmethod
def get_default_handler_map(cls):
"""
A class method that returns the default handler map.
"""
return cls._default_handler_map
@classmethod
def set_default_handler_map(cls, handler_map):
"""
A class method to set the default handler map.
"""
cls._default_handler_map = handler_map
@classmethod
def update_default_handler_map(cls, handler_map):
"""
A class method to update the default handler map.
"""
cls._default_handler_map.update(handler_map)
def get_legend_handler_map(self):
"""
return the handler map.
"""
default_handler_map = self.get_default_handler_map()
if self._custom_handler_map:
hm = default_handler_map.copy()
hm.update(self._custom_handler_map)
return hm
else:
return default_handler_map
@staticmethod
def get_legend_handler(legend_handler_map, orig_handle):
"""
return a legend handler from *legend_handler_map* that
corresponds to *orig_handler*.
*legend_handler_map* should be a dictionary object (that is
returned by the get_legend_handler_map method).
It first checks if the *orig_handle* itself is a key in the
*legend_hanler_map* and return the associated value.
Otherwise, it checks for each of the classes in its
method-resolution-order. If no matching key is found, it
returns None.
"""
if is_hashable(orig_handle):
try:
return legend_handler_map[orig_handle]
except KeyError:
pass
for handle_type in type(orig_handle).mro():
try:
return legend_handler_map[handle_type]
except KeyError:
pass
return None
def _init_legend_box(self, handles, labels, markerfirst=True):
"""
Initialize the legend_box. The legend_box is an instance of
the OffsetBox, which is packed with legend handles and
texts. Once packed, their location is calculated during the
drawing time.
"""
fontsize = self._fontsize
# legend_box is a HPacker, horizontally packed with
# columns. Each column is a VPacker, vertically packed with
# legend items. Each legend item is HPacker packed with
# legend handleBox and labelBox. handleBox is an instance of
# offsetbox.DrawingArea which contains legend handle. labelBox
# is an instance of offsetbox.TextArea which contains legend
# text.
text_list = [] # the list of text instances
handle_list = [] # the list of text instances
label_prop = dict(verticalalignment='baseline',
horizontalalignment='left',
fontproperties=self.prop,
)
labelboxes = []
handleboxes = []
# The approximate height and descent of text. These values are
# only used for plotting the legend handle.
descent = 0.35 * self._approx_text_height() * (self.handleheight - 0.7)
# 0.35 and 0.7 are just heuristic numbers and may need to be improved.
height = self._approx_text_height() * self.handleheight - descent
# each handle needs to be drawn inside a box of (x, y, w, h) =
# (0, -descent, width, height). And their coordinates should
# be given in the display coordinates.
# The transformation of each handle will be automatically set
# to self.get_trasnform(). If the artist does not use its
# default transform (e.g., Collections), you need to
# manually set their transform to the self.get_transform().
legend_handler_map = self.get_legend_handler_map()
for orig_handle, lab in zip(handles, labels):
handler = self.get_legend_handler(legend_handler_map, orig_handle)
if handler is None:
warnings.warn(
"Legend does not support {!r} instances.\nA proxy artist "
"may be used instead.\nSee: "
"http://matplotlib.org/users/legend_guide.html"
"#creating-artists-specifically-for-adding-to-the-legend-"
"aka-proxy-artists".format(orig_handle)
)
# We don't have a handle for this artist, so we just defer
# to None.
handle_list.append(None)
else:
textbox = TextArea(lab, textprops=label_prop,
multilinebaseline=True,
minimumdescent=True)
text_list.append(textbox._text)
labelboxes.append(textbox)
handlebox = DrawingArea(width=self.handlelength * fontsize,
height=height,
xdescent=0., ydescent=descent)
handleboxes.append(handlebox)
# Create the artist for the legend which represents the
# original artist/handle.
handle_list.append(handler.legend_artist(self, orig_handle,
fontsize, handlebox))
if handleboxes:
# We calculate number of rows in each column. The first
# (num_largecol) columns will have (nrows+1) rows, and remaining
# (num_smallcol) columns will have (nrows) rows.
ncol = min(self._ncol, len(handleboxes))
nrows, num_largecol = divmod(len(handleboxes), ncol)
num_smallcol = ncol - num_largecol
# starting index of each column and number of rows in it.
rows_per_col = [nrows + 1] * num_largecol + [nrows] * num_smallcol
start_idxs = np.concatenate([[0], np.cumsum(rows_per_col)[:-1]])
cols = zip(start_idxs, rows_per_col)
else:
cols = []
handle_label = list(zip(handleboxes, labelboxes))
columnbox = []
for i0, di in cols:
# pack handleBox and labelBox into itemBox
itemBoxes = [HPacker(pad=0,
sep=self.handletextpad * fontsize,
children=[h, t] if markerfirst else [t, h],
align="baseline")
for h, t in handle_label[i0:i0 + di]]
# minimumdescent=False for the text of the last row of the column
if markerfirst:
itemBoxes[-1].get_children()[1].set_minimumdescent(False)
else:
itemBoxes[-1].get_children()[0].set_minimumdescent(False)
# pack columnBox
alignment = "baseline" if markerfirst else "right"
columnbox.append(VPacker(pad=0,
sep=self.labelspacing * fontsize,
align=alignment,
children=itemBoxes))
mode = "expand" if self._mode == "expand" else "fixed"
sep = self.columnspacing * fontsize
self._legend_handle_box = HPacker(pad=0,
sep=sep, align="baseline",
mode=mode,
children=columnbox)
self._legend_title_box = TextArea("")
self._legend_box = VPacker(pad=self.borderpad * fontsize,
sep=self.labelspacing * fontsize,
align="center",
children=[self._legend_title_box,
self._legend_handle_box])
self._legend_box.set_figure(self.figure)
self._legend_box.set_offset(self._findoffset)
self.texts = text_list
self.legendHandles = handle_list
def _auto_legend_data(self):
"""
Returns list of vertices and extents covered by the plot.
Returns a two long list.
First element is a list of (x, y) vertices (in
display-coordinates) covered by all the lines and line
collections, in the legend's handles.
Second element is a list of bounding boxes for all the patches in
the legend's handles.
"""
# should always hold because function is only called internally
assert self.isaxes
ax = self.parent
bboxes = []
lines = []
offsets = []
for handle in ax.lines:
assert isinstance(handle, Line2D)
path = handle.get_path()
trans = handle.get_transform()
tpath = trans.transform_path(path)
lines.append(tpath)
for handle in ax.patches:
assert isinstance(handle, Patch)
if isinstance(handle, Rectangle):
transform = handle.get_data_transform()
bboxes.append(handle.get_bbox().transformed(transform))
else:
transform = handle.get_transform()
bboxes.append(handle.get_path().get_extents(transform))
for handle in ax.collections:
transform, transOffset, hoffsets, paths = handle._prepare_points()
if len(hoffsets):
for offset in transOffset.transform(hoffsets):
offsets.append(offset)
try:
vertices = np.concatenate([l.vertices for l in lines])
except ValueError:
vertices = np.array([])
return [vertices, bboxes, lines, offsets]
def draw_frame(self, b):
'b is a boolean. Set draw frame to b'
self.set_frame_on(b)
def get_children(self):
'return a list of child artists'
children = []
if self._legend_box:
children.append(self._legend_box)
children.append(self.get_frame())
return children
def get_frame(self):
'return the Rectangle instance used to frame the legend'
return self.legendPatch
def get_lines(self):
'return a list of lines.Line2D instances in the legend'
return [h for h in self.legendHandles if isinstance(h, Line2D)]
def get_patches(self):
'return a list of patch instances in the legend'
return silent_list('Patch',
[h for h in self.legendHandles
if isinstance(h, Patch)])
def get_texts(self):
'return a list of text.Text instance in the legend'
return silent_list('Text', self.texts)
def set_title(self, title, prop=None):
"""
set the legend title. Fontproperties can be optionally set
with *prop* parameter.
"""
self._legend_title_box._text.set_text(title)
if prop is not None:
if isinstance(prop, dict):
prop = FontProperties(**prop)
self._legend_title_box._text.set_fontproperties(prop)
if title:
self._legend_title_box.set_visible(True)
else:
self._legend_title_box.set_visible(False)
self.stale = True
def get_title(self):
'return Text instance for the legend title'
return self._legend_title_box._text
def get_window_extent(self, *args, **kwargs):
'return a extent of the legend'
return self.legendPatch.get_window_extent(*args, **kwargs)
def get_frame_on(self):
"""
Get whether the legend box patch is drawn
"""
return self._drawFrame
def set_frame_on(self, b):
"""
Set whether the legend box patch is drawn
ACCEPTS: [ *True* | *False* ]
"""
self._drawFrame = b
self.stale = True
def get_bbox_to_anchor(self):
"""
return the bbox that the legend will be anchored
"""
if self._bbox_to_anchor is None:
return self.parent.bbox
else:
return self._bbox_to_anchor
def set_bbox_to_anchor(self, bbox, transform=None):
"""
set the bbox that the legend will be anchored.
*bbox* can be a BboxBase instance, a tuple of [left, bottom,
width, height] in the given transform (normalized axes
coordinate if None), or a tuple of [left, bottom] where the
width and height will be assumed to be zero.
"""
if bbox is None:
self._bbox_to_anchor = None
return
elif isinstance(bbox, BboxBase):
self._bbox_to_anchor = bbox
else:
try:
l = len(bbox)
except TypeError:
raise ValueError("Invalid argument for bbox : %s" % str(bbox))
if l == 2:
bbox = [bbox[0], bbox[1], 0, 0]
self._bbox_to_anchor = Bbox.from_bounds(*bbox)
if transform is None:
transform = BboxTransformTo(self.parent.bbox)
self._bbox_to_anchor = TransformedBbox(self._bbox_to_anchor,
transform)
self.stale = True
def _get_anchored_bbox(self, loc, bbox, parentbbox, renderer):
"""
Place the *bbox* inside the *parentbbox* according to a given
location code. Return the (x,y) coordinate of the bbox.
- loc: a location code in range(1, 11).
This corresponds to the possible values for self._loc, excluding
"best".
- bbox: bbox to be placed, display coodinate units.
- parentbbox: a parent box which will contain the bbox. In
display coordinates.
"""
assert loc in range(1, 11) # called only internally
BEST, UR, UL, LL, LR, R, CL, CR, LC, UC, C = list(xrange(11))
anchor_coefs = {UR: "NE",
UL: "NW",
LL: "SW",
LR: "SE",
R: "E",
CL: "W",
CR: "E",
LC: "S",
UC: "N",
C: "C"}
c = anchor_coefs[loc]
fontsize = renderer.points_to_pixels(self._fontsize)
container = parentbbox.padded(-(self.borderaxespad) * fontsize)
anchored_box = bbox.anchored(c, container=container)
return anchored_box.x0, anchored_box.y0
def _find_best_position(self, width, height, renderer, consider=None):
"""
Determine the best location to place the legend.
`consider` is a list of (x, y) pairs to consider as a potential
lower-left corner of the legend. All are display coords.
"""
# should always hold because function is only called internally
assert self.isaxes
verts, bboxes, lines, offsets = self._auto_legend_data()
bbox = Bbox.from_bounds(0, 0, width, height)
if consider is None:
consider = [self._get_anchored_bbox(x, bbox,
self.get_bbox_to_anchor(),
renderer)
for x in range(1, len(self.codes))]
candidates = []
for idx, (l, b) in enumerate(consider):
legendBox = Bbox.from_bounds(l, b, width, height)
badness = 0
# XXX TODO: If markers are present, it would be good to
# take them into account when checking vertex overlaps in
# the next line.
badness = (legendBox.count_contains(verts)
+ legendBox.count_contains(offsets)
+ legendBox.count_overlaps(bboxes)
+ sum(line.intersects_bbox(legendBox, filled=False)
for line in lines))
if badness == 0:
return l, b
# Include the index to favor lower codes in case of a tie.
candidates.append((badness, idx, (l, b)))
_, _, (l, b) = min(candidates)
return l, b
def contains(self, event):
return self.legendPatch.contains(event)
def draggable(self, state=None, use_blit=False, update="loc"):
"""
Set the draggable state -- if state is
* None : toggle the current state
* True : turn draggable on
* False : turn draggable off
If draggable is on, you can drag the legend on the canvas with
the mouse. The DraggableLegend helper instance is returned if
draggable is on.
The update parameter control which parameter of the legend changes
when dragged. If update is "loc", the *loc* parameter of the legend
is changed. If "bbox", the *bbox_to_anchor* parameter is changed.
"""
is_draggable = self._draggable is not None
# if state is None we'll toggle
if state is None:
state = not is_draggable
if state:
if self._draggable is None:
self._draggable = DraggableLegend(self,
use_blit,
update=update)
else:
if self._draggable is not None:
self._draggable.disconnect()
self._draggable = None
return self._draggable
# Helper functions to parse legend arguments for both `figure.legend` and
# `axes.legend`:
def _get_legend_handles(axs, legend_handler_map=None):
"""
Return a generator of artists that can be used as handles in
a legend.
"""
handles_original = []
for ax in axs:
handles_original += (ax.lines + ax.patches +
ax.collections + ax.containers)
# support parasite axes:
if hasattr(ax, 'parasites'):
for axx in ax.parasites:
handles_original += (axx.lines + axx.patches +
axx.collections + axx.containers)
handler_map = Legend.get_default_handler_map()
if legend_handler_map is not None:
handler_map = handler_map.copy()
handler_map.update(legend_handler_map)
has_handler = Legend.get_legend_handler
for handle in handles_original:
label = handle.get_label()
if label != '_nolegend_' and has_handler(handler_map, handle):
yield handle
def _get_legend_handles_labels(axs, legend_handler_map=None):
"""
Return handles and labels for legend, internal method.
"""
handles = []
labels = []
def _in_handles(h, l):
# Method to check if we already have a given handle and label.
# Consider two handles to be the same if they share a label,
# color, facecolor, and edgecolor.
# Loop through each handle and label already collected
for f_h, f_l in zip(handles, labels):
if f_l != l:
continue
if type(f_h) != type(h):
continue
try:
if f_h.get_color() != h.get_color():
continue
except AttributeError:
pass
try:
if f_h.get_facecolor() != h.get_facecolor():
continue
except AttributeError:
pass
try:
if f_h.get_edgecolor() != h.get_edgecolor():
continue
except AttributeError:
pass
return True
return False
for handle in _get_legend_handles(axs, legend_handler_map):
label = handle.get_label()
if (label
and not label.startswith('_')
and not _in_handles(handle, label)):
handles.append(handle)
labels.append(label)
return handles, labels
def _parse_legend_args(axs, *args, **kwargs):
"""
Get the handles and labels from the calls to either ``figure.legend``
or ``axes.legend``.
``axs`` is a list of axes (to get legend artists from)
"""
log = logging.getLogger(__name__)
handlers = kwargs.get('handler_map', {}) or {}
# Support handles and labels being passed as keywords.
handles = kwargs.pop('handles', None)
labels = kwargs.pop('labels', None)
extra_args = ()
if (handles is not None or labels is not None) and len(args):
warnings.warn("You have mixed positional and keyword "
"arguments, some input may be "
"discarded.")
# if got both handles and labels as kwargs, make same length
if handles and labels:
handles, labels = zip(*zip(handles, labels))
elif handles is not None and labels is None:
labels = [handle.get_label() for handle in handles]
elif labels is not None and handles is None:
# Get as many handles as there are labels.
handles = [handle for handle, label
in zip(_get_legend_handles(axs, handlers), labels)]
# No arguments - automatically detect labels and handles.
elif len(args) == 0:
handles, labels = _get_legend_handles_labels(axs, handlers)
if not handles:
log.warning('No handles with labels found to put in legend.')
# One argument. User defined labels - automatic handle detection.
elif len(args) == 1:
labels, = args
# Get as many handles as there are labels.
handles = [handle for handle, label
in zip(_get_legend_handles(axs, handlers), labels)]
# Two arguments:
# * user defined handles and labels
elif len(args) >= 2:
handles, labels = args[:2]
extra_args = args[2:]
else:
raise TypeError('Invalid arguments to legend.')
return handles, labels, extra_args, kwargs
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