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2497 lines
88 KiB
Python
2497 lines
88 KiB
Python
5 years ago
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"""
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Classes for the ticks and x and y axis.
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"""
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import datetime
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import logging
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import numpy as np
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from matplotlib import rcParams
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import matplotlib.artist as martist
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import matplotlib.cbook as cbook
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import matplotlib.font_manager as font_manager
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import matplotlib.lines as mlines
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import matplotlib.scale as mscale
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import matplotlib.text as mtext
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import matplotlib.ticker as mticker
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import matplotlib.transforms as mtransforms
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import matplotlib.units as munits
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_log = logging.getLogger(__name__)
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GRIDLINE_INTERPOLATION_STEPS = 180
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# This list is being used for compatibility with Axes.grid, which
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# allows all Line2D kwargs.
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_line_AI = martist.ArtistInspector(mlines.Line2D)
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_line_param_names = _line_AI.get_setters()
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_line_param_aliases = [list(d)[0] for d in _line_AI.aliasd.values()]
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_gridline_param_names = ['grid_' + name
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for name in _line_param_names + _line_param_aliases]
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class Tick(martist.Artist):
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"""
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Abstract base class for the axis ticks, grid lines and labels.
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Ticks mark a position on an Axis. They contain two lines as markers and
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two labels; one each for the bottom and top positions (in case of an
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`.XAxis`) or for the left and right positions (in case of a `.YAxis`).
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Attributes
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----------
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tick1line : `.Line2D`
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The left/bottom tick marker.
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tick2line : `.Line2D`
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The right/top tick marker.
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gridline : `.Line2D`
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The grid line associated with the label position.
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label1 : `.Text`
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The left/bottom tick label.
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label2 : `.Text`
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The right/top tick label.
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"""
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def __init__(self, axes, loc, label,
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size=None, # points
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width=None,
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color=None,
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tickdir=None,
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pad=None,
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labelsize=None,
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labelcolor=None,
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zorder=None,
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gridOn=None, # defaults to axes.grid depending on
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# axes.grid.which
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tick1On=True,
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tick2On=True,
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label1On=True,
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label2On=False,
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major=True,
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labelrotation=0,
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grid_color=None,
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grid_linestyle=None,
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grid_linewidth=None,
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grid_alpha=None,
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**kw # Other Line2D kwargs applied to gridlines.
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):
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"""
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bbox is the Bound2D bounding box in display coords of the Axes
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loc is the tick location in data coords
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size is the tick size in points
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"""
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martist.Artist.__init__(self)
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if gridOn is None:
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if major and (rcParams['axes.grid.which'] in ('both', 'major')):
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gridOn = rcParams['axes.grid']
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elif (not major) and (rcParams['axes.grid.which']
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in ('both', 'minor')):
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gridOn = rcParams['axes.grid']
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else:
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gridOn = False
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self.set_figure(axes.figure)
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self.axes = axes
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name = self.__name__.lower()
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self._loc = loc
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if size is None:
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if major:
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size = rcParams['%s.major.size' % name]
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else:
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size = rcParams['%s.minor.size' % name]
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self._size = size
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if width is None:
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if major:
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width = rcParams['%s.major.width' % name]
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else:
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width = rcParams['%s.minor.width' % name]
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self._width = width
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if color is None:
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color = rcParams['%s.color' % name]
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self._color = color
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if pad is None:
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if major:
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pad = rcParams['%s.major.pad' % name]
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else:
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pad = rcParams['%s.minor.pad' % name]
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self._base_pad = pad
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if labelcolor is None:
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labelcolor = rcParams['%s.color' % name]
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self._labelcolor = labelcolor
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if labelsize is None:
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labelsize = rcParams['%s.labelsize' % name]
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self._labelsize = labelsize
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self._set_labelrotation(labelrotation)
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if zorder is None:
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if major:
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zorder = mlines.Line2D.zorder + 0.01
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else:
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zorder = mlines.Line2D.zorder
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self._zorder = zorder
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self._grid_color = (rcParams['grid.color']
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if grid_color is None else grid_color)
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self._grid_linestyle = (rcParams['grid.linestyle']
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if grid_linestyle is None else grid_linestyle)
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self._grid_linewidth = (rcParams['grid.linewidth']
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if grid_linewidth is None else grid_linewidth)
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self._grid_alpha = (rcParams['grid.alpha']
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if grid_alpha is None else grid_alpha)
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self._grid_kw = {k[5:]: v for k, v in kw.items()}
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self.apply_tickdir(tickdir)
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self.tick1line = self._get_tick1line()
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self.tick2line = self._get_tick2line()
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self.gridline = self._get_gridline()
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self.label1 = self._get_text1()
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self.label2 = self._get_text2()
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self.gridline.set_visible(gridOn)
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self.tick1line.set_visible(tick1On)
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self.tick2line.set_visible(tick2On)
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self.label1.set_visible(label1On)
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self.label2.set_visible(label2On)
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self.update_position(loc)
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for _old_name, _new_name in [
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("gridOn", "gridline"),
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("tick1On", "tick1line"),
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("tick2On", "tick2line"),
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("label1On", "label1"),
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("label2On", "label2")]:
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locals()[_old_name] = property(
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cbook.deprecated(
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"3.1",
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name=_old_name,
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alternative="Tick.{}.get_visible".format(_new_name))(
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lambda self, _new_name=_new_name:
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getattr(self, _new_name).get_visible()),
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cbook.deprecated(
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"3.1",
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name=_old_name,
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alternative="Tick.{}.set_visible".format(_new_name))(
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lambda self, value, _new_name=_new_name:
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getattr(self, _new_name).set_visible(value)))
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del _old_name, _new_name
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@property
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@cbook.deprecated("3.1", alternative="Tick.label1", pending=True)
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def label(self):
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return self.label1
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def _set_labelrotation(self, labelrotation):
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if isinstance(labelrotation, str):
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mode = labelrotation
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angle = 0
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elif isinstance(labelrotation, (tuple, list)):
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mode, angle = labelrotation
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else:
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mode = 'default'
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angle = labelrotation
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cbook._check_in_list(['auto', 'default'], labelrotation=mode)
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self._labelrotation = (mode, angle)
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def apply_tickdir(self, tickdir):
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"""Calculate self._pad and self._tickmarkers."""
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def get_tickdir(self):
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return self._tickdir
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def get_tick_padding(self):
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"""Get the length of the tick outside of the axes."""
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padding = {
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'in': 0.0,
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'inout': 0.5,
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'out': 1.0
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}
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return self._size * padding[self._tickdir]
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def get_children(self):
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children = [self.tick1line, self.tick2line,
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self.gridline, self.label1, self.label2]
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return children
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def set_clip_path(self, clippath, transform=None):
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# docstring inherited
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martist.Artist.set_clip_path(self, clippath, transform)
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self.gridline.set_clip_path(clippath, transform)
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self.stale = True
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def get_pad_pixels(self):
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return self.figure.dpi * self._base_pad / 72
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def contains(self, mouseevent):
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"""
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Test whether the mouse event occurred in the Tick marks.
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This function always returns false. It is more useful to test if the
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axis as a whole contains the mouse rather than the set of tick marks.
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"""
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inside, info = self._default_contains(mouseevent)
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if inside is not None:
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return inside, info
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return False, {}
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def set_pad(self, val):
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"""
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Set the tick label pad in points
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Parameters
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----------
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val : float
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"""
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self._apply_params(pad=val)
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self.stale = True
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def get_pad(self):
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'Get the value of the tick label pad in points'
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return self._base_pad
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def _get_text1(self):
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'Get the default Text 1 instance'
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pass
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def _get_text2(self):
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'Get the default Text 2 instance'
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pass
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def _get_tick1line(self):
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'Get the default line2D instance for tick1'
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pass
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def _get_tick2line(self):
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'Get the default line2D instance for tick2'
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pass
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def _get_gridline(self):
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'Get the default grid Line2d instance for this tick'
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pass
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def get_loc(self):
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'Return the tick location (data coords) as a scalar'
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return self._loc
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@martist.allow_rasterization
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def draw(self, renderer):
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if not self.get_visible():
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self.stale = False
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return
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renderer.open_group(self.__name__, gid=self.get_gid())
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for artist in [self.gridline, self.tick1line, self.tick2line,
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self.label1, self.label2]:
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artist.draw(renderer)
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renderer.close_group(self.__name__)
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self.stale = False
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def set_label1(self, s):
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"""
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Set the label1 text.
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Parameters
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----------
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s : str
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"""
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self.label1.set_text(s)
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self.stale = True
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set_label = set_label1
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def set_label2(self, s):
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"""
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Set the label2 text.
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Parameters
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||
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----------
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s : str
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"""
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self.label2.set_text(s)
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self.stale = True
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def _set_artist_props(self, a):
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a.set_figure(self.figure)
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def get_view_interval(self):
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"""
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Return the view limits ``(min, max)`` of the axis the tick belongs to.
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"""
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raise NotImplementedError('Derived must override')
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def _apply_params(self, **kw):
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for name, target in [("gridOn", self.gridline),
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("tick1On", self.tick1line),
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("tick2On", self.tick2line),
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("label1On", self.label1),
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("label2On", self.label2)]:
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if name in kw:
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target.set_visible(kw.pop(name))
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if any(k in kw for k in ['size', 'width', 'pad', 'tickdir']):
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self._size = kw.pop('size', self._size)
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# Width could be handled outside this block, but it is
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# convenient to leave it here.
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self._width = kw.pop('width', self._width)
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self._base_pad = kw.pop('pad', self._base_pad)
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# apply_tickdir uses _size and _base_pad to make _pad,
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# and also makes _tickmarkers.
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self.apply_tickdir(kw.pop('tickdir', self._tickdir))
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self.tick1line.set_marker(self._tickmarkers[0])
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self.tick2line.set_marker(self._tickmarkers[1])
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for line in (self.tick1line, self.tick2line):
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line.set_markersize(self._size)
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line.set_markeredgewidth(self._width)
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# _get_text1_transform uses _pad from apply_tickdir.
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trans = self._get_text1_transform()[0]
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self.label1.set_transform(trans)
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trans = self._get_text2_transform()[0]
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self.label2.set_transform(trans)
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tick_kw = {k: v for k, v in kw.items() if k in ['color', 'zorder']}
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self.tick1line.set(**tick_kw)
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self.tick2line.set(**tick_kw)
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for k, v in tick_kw.items():
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setattr(self, '_' + k, v)
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if 'labelrotation' in kw:
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self._set_labelrotation(kw.pop('labelrotation'))
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self.label1.set(rotation=self._labelrotation[1])
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self.label2.set(rotation=self._labelrotation[1])
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label_kw = {k[5:]: v for k, v in kw.items()
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if k in ['labelsize', 'labelcolor']}
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self.label1.set(**label_kw)
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self.label2.set(**label_kw)
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for k, v in label_kw.items():
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# for labelsize the text objects covert str ('small')
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# -> points. grab the integer from the `Text` object
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||
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# instead of saving the string representation
|
||
|
|
v = getattr(self.label1, 'get_' + k)()
|
||
|
|
setattr(self, '_label' + k, v)
|
||
|
|
|
||
|
|
grid_kw = {k[5:]: v for k, v in kw.items()
|
||
|
|
if k in _gridline_param_names}
|
||
|
|
self.gridline.set(**grid_kw)
|
||
|
|
for k, v in grid_kw.items():
|
||
|
|
setattr(self, '_grid_' + k, v)
|
||
|
|
|
||
|
|
def update_position(self, loc):
|
||
|
|
'Set the location of tick in data coords with scalar *loc*'
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def _get_text1_transform(self):
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def _get_text2_transform(self):
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
|
||
|
|
class XTick(Tick):
|
||
|
|
"""
|
||
|
|
Contains all the Artists needed to make an x tick - the tick line,
|
||
|
|
the label text and the grid line
|
||
|
|
"""
|
||
|
|
__name__ = 'xtick'
|
||
|
|
|
||
|
|
def _get_text1_transform(self):
|
||
|
|
return self.axes.get_xaxis_text1_transform(self._pad)
|
||
|
|
|
||
|
|
def _get_text2_transform(self):
|
||
|
|
return self.axes.get_xaxis_text2_transform(self._pad)
|
||
|
|
|
||
|
|
def apply_tickdir(self, tickdir):
|
||
|
|
if tickdir is None:
|
||
|
|
tickdir = rcParams['%s.direction' % self.__name__.lower()]
|
||
|
|
self._tickdir = tickdir
|
||
|
|
|
||
|
|
if self._tickdir == 'in':
|
||
|
|
self._tickmarkers = (mlines.TICKUP, mlines.TICKDOWN)
|
||
|
|
elif self._tickdir == 'inout':
|
||
|
|
self._tickmarkers = ('|', '|')
|
||
|
|
else:
|
||
|
|
self._tickmarkers = (mlines.TICKDOWN, mlines.TICKUP)
|
||
|
|
self._pad = self._base_pad + self.get_tick_padding()
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def _get_text1(self):
|
||
|
|
'Get the default Text instance'
|
||
|
|
# the y loc is 3 points below the min of y axis
|
||
|
|
# get the affine as an a, b, c, d, tx, ty list
|
||
|
|
# x in data coords, y in axes coords
|
||
|
|
trans, vert, horiz = self._get_text1_transform()
|
||
|
|
t = mtext.Text(
|
||
|
|
x=0, y=0,
|
||
|
|
fontproperties=font_manager.FontProperties(size=self._labelsize),
|
||
|
|
color=self._labelcolor,
|
||
|
|
verticalalignment=vert,
|
||
|
|
horizontalalignment=horiz,
|
||
|
|
)
|
||
|
|
t.set_transform(trans)
|
||
|
|
self._set_artist_props(t)
|
||
|
|
return t
|
||
|
|
|
||
|
|
def _get_text2(self):
|
||
|
|
'Get the default Text 2 instance'
|
||
|
|
# x in data coords, y in axes coords
|
||
|
|
trans, vert, horiz = self._get_text2_transform()
|
||
|
|
t = mtext.Text(
|
||
|
|
x=0, y=1,
|
||
|
|
fontproperties=font_manager.FontProperties(size=self._labelsize),
|
||
|
|
color=self._labelcolor,
|
||
|
|
verticalalignment=vert,
|
||
|
|
horizontalalignment=horiz,
|
||
|
|
)
|
||
|
|
t.set_transform(trans)
|
||
|
|
self._set_artist_props(t)
|
||
|
|
return t
|
||
|
|
|
||
|
|
def _get_tick1line(self):
|
||
|
|
'Get the default line2D instance'
|
||
|
|
# x in data coords, y in axes coords
|
||
|
|
l = mlines.Line2D(xdata=(0,), ydata=(0,), color=self._color,
|
||
|
|
linestyle='None', marker=self._tickmarkers[0],
|
||
|
|
markersize=self._size,
|
||
|
|
markeredgewidth=self._width, zorder=self._zorder)
|
||
|
|
l.set_transform(self.axes.get_xaxis_transform(which='tick1'))
|
||
|
|
self._set_artist_props(l)
|
||
|
|
return l
|
||
|
|
|
||
|
|
def _get_tick2line(self):
|
||
|
|
'Get the default line2D instance'
|
||
|
|
# x in data coords, y in axes coords
|
||
|
|
l = mlines.Line2D(xdata=(0,), ydata=(1,),
|
||
|
|
color=self._color,
|
||
|
|
linestyle='None',
|
||
|
|
marker=self._tickmarkers[1],
|
||
|
|
markersize=self._size,
|
||
|
|
markeredgewidth=self._width,
|
||
|
|
zorder=self._zorder)
|
||
|
|
|
||
|
|
l.set_transform(self.axes.get_xaxis_transform(which='tick2'))
|
||
|
|
self._set_artist_props(l)
|
||
|
|
return l
|
||
|
|
|
||
|
|
def _get_gridline(self):
|
||
|
|
'Get the default line2D instance'
|
||
|
|
# x in data coords, y in axes coords
|
||
|
|
l = mlines.Line2D(xdata=(0.0, 0.0), ydata=(0, 1.0),
|
||
|
|
color=self._grid_color,
|
||
|
|
linestyle=self._grid_linestyle,
|
||
|
|
linewidth=self._grid_linewidth,
|
||
|
|
alpha=self._grid_alpha,
|
||
|
|
markersize=0,
|
||
|
|
**self._grid_kw)
|
||
|
|
l.set_transform(self.axes.get_xaxis_transform(which='grid'))
|
||
|
|
l.get_path()._interpolation_steps = GRIDLINE_INTERPOLATION_STEPS
|
||
|
|
self._set_artist_props(l)
|
||
|
|
|
||
|
|
return l
|
||
|
|
|
||
|
|
def update_position(self, loc):
|
||
|
|
"""Set the location of tick in data coords with scalar *loc*."""
|
||
|
|
self.tick1line.set_xdata((loc,))
|
||
|
|
self.tick2line.set_xdata((loc,))
|
||
|
|
self.gridline.set_xdata((loc,))
|
||
|
|
self.label1.set_x(loc)
|
||
|
|
self.label2.set_x(loc)
|
||
|
|
self._loc = loc
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def get_view_interval(self):
|
||
|
|
# docstring inherited
|
||
|
|
return self.axes.viewLim.intervalx
|
||
|
|
|
||
|
|
|
||
|
|
class YTick(Tick):
|
||
|
|
"""
|
||
|
|
Contains all the Artists needed to make a Y tick - the tick line,
|
||
|
|
the label text and the grid line
|
||
|
|
"""
|
||
|
|
__name__ = 'ytick'
|
||
|
|
|
||
|
|
def _get_text1_transform(self):
|
||
|
|
return self.axes.get_yaxis_text1_transform(self._pad)
|
||
|
|
|
||
|
|
def _get_text2_transform(self):
|
||
|
|
return self.axes.get_yaxis_text2_transform(self._pad)
|
||
|
|
|
||
|
|
def apply_tickdir(self, tickdir):
|
||
|
|
if tickdir is None:
|
||
|
|
tickdir = rcParams['%s.direction' % self.__name__.lower()]
|
||
|
|
self._tickdir = tickdir
|
||
|
|
|
||
|
|
if self._tickdir == 'in':
|
||
|
|
self._tickmarkers = (mlines.TICKRIGHT, mlines.TICKLEFT)
|
||
|
|
elif self._tickdir == 'inout':
|
||
|
|
self._tickmarkers = ('_', '_')
|
||
|
|
else:
|
||
|
|
self._tickmarkers = (mlines.TICKLEFT, mlines.TICKRIGHT)
|
||
|
|
self._pad = self._base_pad + self.get_tick_padding()
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
# how far from the y axis line the right of the ticklabel are
|
||
|
|
def _get_text1(self):
|
||
|
|
'Get the default Text instance'
|
||
|
|
# x in axes coords, y in data coords
|
||
|
|
trans, vert, horiz = self._get_text1_transform()
|
||
|
|
t = mtext.Text(
|
||
|
|
x=0, y=0,
|
||
|
|
fontproperties=font_manager.FontProperties(size=self._labelsize),
|
||
|
|
color=self._labelcolor,
|
||
|
|
verticalalignment=vert,
|
||
|
|
horizontalalignment=horiz,
|
||
|
|
)
|
||
|
|
t.set_transform(trans)
|
||
|
|
self._set_artist_props(t)
|
||
|
|
return t
|
||
|
|
|
||
|
|
def _get_text2(self):
|
||
|
|
'Get the default Text instance'
|
||
|
|
# x in axes coords, y in data coords
|
||
|
|
trans, vert, horiz = self._get_text2_transform()
|
||
|
|
t = mtext.Text(
|
||
|
|
x=1, y=0,
|
||
|
|
fontproperties=font_manager.FontProperties(size=self._labelsize),
|
||
|
|
color=self._labelcolor,
|
||
|
|
verticalalignment=vert,
|
||
|
|
horizontalalignment=horiz,
|
||
|
|
)
|
||
|
|
t.set_transform(trans)
|
||
|
|
self._set_artist_props(t)
|
||
|
|
return t
|
||
|
|
|
||
|
|
def _get_tick1line(self):
|
||
|
|
'Get the default line2D instance'
|
||
|
|
# x in axes coords, y in data coords
|
||
|
|
|
||
|
|
l = mlines.Line2D((0,), (0,),
|
||
|
|
color=self._color,
|
||
|
|
marker=self._tickmarkers[0],
|
||
|
|
linestyle='None',
|
||
|
|
markersize=self._size,
|
||
|
|
markeredgewidth=self._width,
|
||
|
|
zorder=self._zorder)
|
||
|
|
l.set_transform(self.axes.get_yaxis_transform(which='tick1'))
|
||
|
|
self._set_artist_props(l)
|
||
|
|
return l
|
||
|
|
|
||
|
|
def _get_tick2line(self):
|
||
|
|
'Get the default line2D instance'
|
||
|
|
# x in axes coords, y in data coords
|
||
|
|
l = mlines.Line2D((1,), (0,),
|
||
|
|
color=self._color,
|
||
|
|
marker=self._tickmarkers[1],
|
||
|
|
linestyle='None',
|
||
|
|
markersize=self._size,
|
||
|
|
markeredgewidth=self._width,
|
||
|
|
zorder=self._zorder)
|
||
|
|
l.set_transform(self.axes.get_yaxis_transform(which='tick2'))
|
||
|
|
self._set_artist_props(l)
|
||
|
|
return l
|
||
|
|
|
||
|
|
def _get_gridline(self):
|
||
|
|
'Get the default line2D instance'
|
||
|
|
# x in axes coords, y in data coords
|
||
|
|
l = mlines.Line2D(xdata=(0, 1), ydata=(0, 0),
|
||
|
|
color=self._grid_color,
|
||
|
|
linestyle=self._grid_linestyle,
|
||
|
|
linewidth=self._grid_linewidth,
|
||
|
|
alpha=self._grid_alpha,
|
||
|
|
markersize=0,
|
||
|
|
**self._grid_kw)
|
||
|
|
l.set_transform(self.axes.get_yaxis_transform(which='grid'))
|
||
|
|
l.get_path()._interpolation_steps = GRIDLINE_INTERPOLATION_STEPS
|
||
|
|
self._set_artist_props(l)
|
||
|
|
return l
|
||
|
|
|
||
|
|
def update_position(self, loc):
|
||
|
|
"""Set the location of tick in data coords with scalar *loc*."""
|
||
|
|
self.tick1line.set_ydata((loc,))
|
||
|
|
self.tick2line.set_ydata((loc,))
|
||
|
|
self.gridline.set_ydata((loc,))
|
||
|
|
self.label1.set_y(loc)
|
||
|
|
self.label2.set_y(loc)
|
||
|
|
self._loc = loc
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def get_view_interval(self):
|
||
|
|
# docstring inherited
|
||
|
|
return self.axes.viewLim.intervaly
|
||
|
|
|
||
|
|
|
||
|
|
class Ticker:
|
||
|
|
"""
|
||
|
|
A container for the objects defining tick position and format.
|
||
|
|
|
||
|
|
Attributes
|
||
|
|
----------
|
||
|
|
locator : `matplotlib.ticker.Locator` subclass
|
||
|
|
Determines the positions of the ticks.
|
||
|
|
formatter : `matplotlib.ticker.Formatter` subclass
|
||
|
|
Determines the format of the tick labels.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self):
|
||
|
|
self._locator = None
|
||
|
|
self._formatter = None
|
||
|
|
|
||
|
|
@property
|
||
|
|
def locator(self):
|
||
|
|
return self._locator
|
||
|
|
|
||
|
|
@locator.setter
|
||
|
|
def locator(self, locator):
|
||
|
|
if not isinstance(locator, mticker.Locator):
|
||
|
|
cbook.warn_deprecated(
|
||
|
|
"3.2", message="Support for locators that do not subclass "
|
||
|
|
"matplotlib.ticker.Locator is deprecated since %(since)s and "
|
||
|
|
"support for them will be removed %(removal)s.")
|
||
|
|
self._locator = locator
|
||
|
|
|
||
|
|
@property
|
||
|
|
def formatter(self):
|
||
|
|
return self._formatter
|
||
|
|
|
||
|
|
@formatter.setter
|
||
|
|
def formatter(self, formatter):
|
||
|
|
if not isinstance(formatter, mticker.Formatter):
|
||
|
|
cbook.warn_deprecated(
|
||
|
|
"3.2", message="Support for formatters that do not subclass "
|
||
|
|
"matplotlib.ticker.Formatter is deprecated since %(since)s "
|
||
|
|
"and support for them will be removed %(removal)s.")
|
||
|
|
self._formatter = formatter
|
||
|
|
|
||
|
|
|
||
|
|
class _LazyTickList:
|
||
|
|
"""
|
||
|
|
A descriptor for lazy instantiation of tick lists.
|
||
|
|
|
||
|
|
See comment above definition of the ``majorTicks`` and ``minorTicks``
|
||
|
|
attributes.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self, major):
|
||
|
|
self._major = major
|
||
|
|
|
||
|
|
def __get__(self, instance, cls):
|
||
|
|
if instance is None:
|
||
|
|
return self
|
||
|
|
else:
|
||
|
|
# instance._get_tick() can itself try to access the majorTicks
|
||
|
|
# attribute (e.g. in certain projection classes which override
|
||
|
|
# e.g. get_xaxis_text1_transform). In order to avoid infinite
|
||
|
|
# recursion, first set the majorTicks on the instance to an empty
|
||
|
|
# list, then create the tick and append it.
|
||
|
|
if self._major:
|
||
|
|
instance.majorTicks = []
|
||
|
|
tick = instance._get_tick(major=True)
|
||
|
|
instance.majorTicks.append(tick)
|
||
|
|
return instance.majorTicks
|
||
|
|
else:
|
||
|
|
instance.minorTicks = []
|
||
|
|
tick = instance._get_tick(major=False)
|
||
|
|
instance.minorTicks.append(tick)
|
||
|
|
return instance.minorTicks
|
||
|
|
|
||
|
|
|
||
|
|
class Axis(martist.Artist):
|
||
|
|
"""
|
||
|
|
Base class for `.XAxis` and `.YAxis`.
|
||
|
|
|
||
|
|
Attributes
|
||
|
|
----------
|
||
|
|
isDefault_label : bool
|
||
|
|
|
||
|
|
axes : `matplotlib.axes.Axes`
|
||
|
|
The `~.axes.Axes` to which the Axis belongs.
|
||
|
|
major : `matplotlib.axis.Ticker`
|
||
|
|
Determines the major tick positions and their label format.
|
||
|
|
minor : `matplotlib.axis.Ticker`
|
||
|
|
Determines the minor tick positions and their label format.
|
||
|
|
callbacks : `matplotlib.cbook.CallbackRegistry`
|
||
|
|
|
||
|
|
label : `.Text`
|
||
|
|
The axis label.
|
||
|
|
labelpad : float
|
||
|
|
The distance between the axis label and the tick labels.
|
||
|
|
Defaults to :rc:`axes.labelpad` = 4.
|
||
|
|
offsetText : `.Text`
|
||
|
|
A `.Text` object containing the data offset of the ticks (if any).
|
||
|
|
pickradius : float
|
||
|
|
The acceptance radius for containment tests. See also `.Axis.contains`.
|
||
|
|
majorTicks : list of `.Tick`
|
||
|
|
The major ticks.
|
||
|
|
minorTicks : list of `.Tick`
|
||
|
|
The minor ticks.
|
||
|
|
"""
|
||
|
|
OFFSETTEXTPAD = 3
|
||
|
|
|
||
|
|
def __str__(self):
|
||
|
|
return "{}({},{})".format(
|
||
|
|
type(self).__name__, *self.axes.transAxes.transform((0, 0)))
|
||
|
|
|
||
|
|
def __init__(self, axes, pickradius=15):
|
||
|
|
"""
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
axes : `matplotlib.axes.Axes`
|
||
|
|
The `~.axes.Axes` to which the created Axis belongs.
|
||
|
|
pickradius : float
|
||
|
|
The acceptance radius for containment tests. See also
|
||
|
|
`.Axis.contains`.
|
||
|
|
"""
|
||
|
|
martist.Artist.__init__(self)
|
||
|
|
self._remove_overlapping_locs = True
|
||
|
|
|
||
|
|
self.set_figure(axes.figure)
|
||
|
|
|
||
|
|
self.isDefault_label = True
|
||
|
|
|
||
|
|
self.axes = axes
|
||
|
|
self.major = Ticker()
|
||
|
|
self.minor = Ticker()
|
||
|
|
self.callbacks = cbook.CallbackRegistry()
|
||
|
|
|
||
|
|
self._autolabelpos = True
|
||
|
|
self._smart_bounds = False # Deprecated in 3.2
|
||
|
|
|
||
|
|
self.label = self._get_label()
|
||
|
|
self.labelpad = rcParams['axes.labelpad']
|
||
|
|
self.offsetText = self._get_offset_text()
|
||
|
|
|
||
|
|
self.pickradius = pickradius
|
||
|
|
|
||
|
|
# Initialize here for testing; later add API
|
||
|
|
self._major_tick_kw = dict()
|
||
|
|
self._minor_tick_kw = dict()
|
||
|
|
|
||
|
|
self.cla()
|
||
|
|
self._set_scale('linear')
|
||
|
|
|
||
|
|
# During initialization, Axis objects often create ticks that are later
|
||
|
|
# unused; this turns out to be a very slow step. Instead, use a custom
|
||
|
|
# descriptor to make the tick lists lazy and instantiate them as needed.
|
||
|
|
majorTicks = _LazyTickList(major=True)
|
||
|
|
minorTicks = _LazyTickList(major=False)
|
||
|
|
|
||
|
|
def get_remove_overlapping_locs(self):
|
||
|
|
return self._remove_overlapping_locs
|
||
|
|
|
||
|
|
def set_remove_overlapping_locs(self, val):
|
||
|
|
self._remove_overlapping_locs = bool(val)
|
||
|
|
|
||
|
|
remove_overlapping_locs = property(
|
||
|
|
get_remove_overlapping_locs, set_remove_overlapping_locs,
|
||
|
|
doc=('If minor ticker locations that overlap with major '
|
||
|
|
'ticker locations should be trimmed.'))
|
||
|
|
|
||
|
|
def set_label_coords(self, x, y, transform=None):
|
||
|
|
"""
|
||
|
|
Set the coordinates of the label.
|
||
|
|
|
||
|
|
By default, the x coordinate of the y label and the y coordinate of the
|
||
|
|
x label are determined by the tick label bounding boxes, but this can
|
||
|
|
lead to poor alignment of multiple labels if there are multiple axes.
|
||
|
|
|
||
|
|
You can also specify the coordinate system of the label with the
|
||
|
|
transform. If None, the default coordinate system will be the axes
|
||
|
|
coordinate system: (0, 0) is bottom left, (0.5, 0.5) is center, etc.
|
||
|
|
"""
|
||
|
|
self._autolabelpos = False
|
||
|
|
if transform is None:
|
||
|
|
transform = self.axes.transAxes
|
||
|
|
|
||
|
|
self.label.set_transform(transform)
|
||
|
|
self.label.set_position((x, y))
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def get_transform(self):
|
||
|
|
return self._scale.get_transform()
|
||
|
|
|
||
|
|
def get_scale(self):
|
||
|
|
return self._scale.name
|
||
|
|
|
||
|
|
def _set_scale(self, value, **kwargs):
|
||
|
|
self._scale = mscale.scale_factory(value, self, **kwargs)
|
||
|
|
self._scale.set_default_locators_and_formatters(self)
|
||
|
|
|
||
|
|
self.isDefault_majloc = True
|
||
|
|
self.isDefault_minloc = True
|
||
|
|
self.isDefault_majfmt = True
|
||
|
|
self.isDefault_minfmt = True
|
||
|
|
|
||
|
|
def limit_range_for_scale(self, vmin, vmax):
|
||
|
|
return self._scale.limit_range_for_scale(vmin, vmax, self.get_minpos())
|
||
|
|
|
||
|
|
def get_children(self):
|
||
|
|
return [self.label, self.offsetText,
|
||
|
|
*self.get_major_ticks(), *self.get_minor_ticks()]
|
||
|
|
|
||
|
|
def cla(self):
|
||
|
|
"""Clear this axis."""
|
||
|
|
|
||
|
|
self.label.set_text('') # self.set_label_text would change isDefault_
|
||
|
|
|
||
|
|
self._set_scale('linear')
|
||
|
|
|
||
|
|
# Clear the callback registry for this axis, or it may "leak"
|
||
|
|
self.callbacks = cbook.CallbackRegistry()
|
||
|
|
|
||
|
|
# whether the grids are on
|
||
|
|
self._gridOnMajor = (rcParams['axes.grid'] and
|
||
|
|
rcParams['axes.grid.which'] in ('both', 'major'))
|
||
|
|
self._gridOnMinor = (rcParams['axes.grid'] and
|
||
|
|
rcParams['axes.grid.which'] in ('both', 'minor'))
|
||
|
|
|
||
|
|
self.reset_ticks()
|
||
|
|
|
||
|
|
self.converter = None
|
||
|
|
self.units = None
|
||
|
|
self.set_units(None)
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def reset_ticks(self):
|
||
|
|
"""
|
||
|
|
Re-initialize the major and minor Tick lists.
|
||
|
|
|
||
|
|
Each list starts with a single fresh Tick.
|
||
|
|
"""
|
||
|
|
# Restore the lazy tick lists.
|
||
|
|
try:
|
||
|
|
del self.majorTicks
|
||
|
|
except AttributeError:
|
||
|
|
pass
|
||
|
|
try:
|
||
|
|
del self.minorTicks
|
||
|
|
except AttributeError:
|
||
|
|
pass
|
||
|
|
try:
|
||
|
|
self.set_clip_path(self.axes.patch)
|
||
|
|
except AttributeError:
|
||
|
|
pass
|
||
|
|
|
||
|
|
def set_tick_params(self, which='major', reset=False, **kw):
|
||
|
|
"""
|
||
|
|
Set appearance parameters for ticks, ticklabels, and gridlines.
|
||
|
|
|
||
|
|
For documentation of keyword arguments, see
|
||
|
|
:meth:`matplotlib.axes.Axes.tick_params`.
|
||
|
|
"""
|
||
|
|
dicts = []
|
||
|
|
if which == 'major' or which == 'both':
|
||
|
|
dicts.append(self._major_tick_kw)
|
||
|
|
if which == 'minor' or which == 'both':
|
||
|
|
dicts.append(self._minor_tick_kw)
|
||
|
|
kwtrans = self._translate_tick_kw(kw)
|
||
|
|
|
||
|
|
# this stashes the parameter changes so any new ticks will
|
||
|
|
# automatically get them
|
||
|
|
for d in dicts:
|
||
|
|
if reset:
|
||
|
|
d.clear()
|
||
|
|
d.update(kwtrans)
|
||
|
|
|
||
|
|
if reset:
|
||
|
|
self.reset_ticks()
|
||
|
|
else:
|
||
|
|
# apply the new kwargs to the existing ticks
|
||
|
|
if which == 'major' or which == 'both':
|
||
|
|
for tick in self.majorTicks:
|
||
|
|
tick._apply_params(**kwtrans)
|
||
|
|
if which == 'minor' or which == 'both':
|
||
|
|
for tick in self.minorTicks:
|
||
|
|
tick._apply_params(**kwtrans)
|
||
|
|
# special-case label color to also apply to the offset
|
||
|
|
# text
|
||
|
|
if 'labelcolor' in kwtrans:
|
||
|
|
self.offsetText.set_color(kwtrans['labelcolor'])
|
||
|
|
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
@staticmethod
|
||
|
|
def _translate_tick_kw(kw):
|
||
|
|
# The following lists may be moved to a more accessible location.
|
||
|
|
kwkeys = ['size', 'width', 'color', 'tickdir', 'pad',
|
||
|
|
'labelsize', 'labelcolor', 'zorder', 'gridOn',
|
||
|
|
'tick1On', 'tick2On', 'label1On', 'label2On',
|
||
|
|
'length', 'direction', 'left', 'bottom', 'right', 'top',
|
||
|
|
'labelleft', 'labelbottom', 'labelright', 'labeltop',
|
||
|
|
'labelrotation'] + _gridline_param_names
|
||
|
|
kwtrans = {}
|
||
|
|
if 'length' in kw:
|
||
|
|
kwtrans['size'] = kw.pop('length')
|
||
|
|
if 'direction' in kw:
|
||
|
|
kwtrans['tickdir'] = kw.pop('direction')
|
||
|
|
if 'rotation' in kw:
|
||
|
|
kwtrans['labelrotation'] = kw.pop('rotation')
|
||
|
|
if 'left' in kw:
|
||
|
|
kwtrans['tick1On'] = kw.pop('left')
|
||
|
|
if 'bottom' in kw:
|
||
|
|
kwtrans['tick1On'] = kw.pop('bottom')
|
||
|
|
if 'right' in kw:
|
||
|
|
kwtrans['tick2On'] = kw.pop('right')
|
||
|
|
if 'top' in kw:
|
||
|
|
kwtrans['tick2On'] = kw.pop('top')
|
||
|
|
if 'labelleft' in kw:
|
||
|
|
kwtrans['label1On'] = kw.pop('labelleft')
|
||
|
|
if 'labelbottom' in kw:
|
||
|
|
kwtrans['label1On'] = kw.pop('labelbottom')
|
||
|
|
if 'labelright' in kw:
|
||
|
|
kwtrans['label2On'] = kw.pop('labelright')
|
||
|
|
if 'labeltop' in kw:
|
||
|
|
kwtrans['label2On'] = kw.pop('labeltop')
|
||
|
|
if 'colors' in kw:
|
||
|
|
c = kw.pop('colors')
|
||
|
|
kwtrans['color'] = c
|
||
|
|
kwtrans['labelcolor'] = c
|
||
|
|
# Maybe move the checking up to the caller of this method.
|
||
|
|
for key in kw:
|
||
|
|
if key not in kwkeys:
|
||
|
|
raise ValueError(
|
||
|
|
"keyword %s is not recognized; valid keywords are %s"
|
||
|
|
% (key, kwkeys))
|
||
|
|
kwtrans.update(kw)
|
||
|
|
return kwtrans
|
||
|
|
|
||
|
|
def set_clip_path(self, clippath, transform=None):
|
||
|
|
martist.Artist.set_clip_path(self, clippath, transform)
|
||
|
|
for child in self.majorTicks + self.minorTicks:
|
||
|
|
child.set_clip_path(clippath, transform)
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def get_view_interval(self):
|
||
|
|
"""Return the view limits ``(min, max)`` of this axis."""
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def set_view_interval(self, vmin, vmax, ignore=False):
|
||
|
|
"""
|
||
|
|
Set the axis view limits. This method is for internal use; Matplotlib
|
||
|
|
users should typically use e.g. `~Axes.set_xlim` and `~Axes.set_ylim`.
|
||
|
|
|
||
|
|
If *ignore* is False (the default), this method will never reduce the
|
||
|
|
preexisting view limits, only expand them if *vmin* or *vmax* are not
|
||
|
|
within them. Moreover, the order of *vmin* and *vmax* does not matter;
|
||
|
|
the orientation of the axis will not change.
|
||
|
|
|
||
|
|
If *ignore* is True, the view limits will be set exactly to ``(vmin,
|
||
|
|
vmax)`` in that order.
|
||
|
|
"""
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def get_data_interval(self):
|
||
|
|
"""Return the Interval instance for this axis data limits."""
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def set_data_interval(self, vmin, vmax, ignore=False):
|
||
|
|
"""
|
||
|
|
Set the axis data limits. This method is for internal use.
|
||
|
|
|
||
|
|
If *ignore* is False (the default), this method will never reduce the
|
||
|
|
preexisting data limits, only expand them if *vmin* or *vmax* are not
|
||
|
|
within them. Moreover, the order of *vmin* and *vmax* does not matter;
|
||
|
|
the orientation of the axis will not change.
|
||
|
|
|
||
|
|
If *ignore* is True, the data limits will be set exactly to ``(vmin,
|
||
|
|
vmax)`` in that order.
|
||
|
|
"""
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def get_inverted(self):
|
||
|
|
"""
|
||
|
|
Return whether the axis is oriented in the "inverse" direction.
|
||
|
|
|
||
|
|
The "normal" direction is increasing to the right for the x-axis and to
|
||
|
|
the top for the y-axis; the "inverse" direction is increasing to the
|
||
|
|
left for the x-axis and to the bottom for the y-axis.
|
||
|
|
"""
|
||
|
|
low, high = self.get_view_interval()
|
||
|
|
return high < low
|
||
|
|
|
||
|
|
def set_inverted(self, inverted):
|
||
|
|
"""
|
||
|
|
Set whether the axis is oriented in the "inverse" direction.
|
||
|
|
|
||
|
|
The "normal" direction is increasing to the right for the x-axis and to
|
||
|
|
the top for the y-axis; the "inverse" direction is increasing to the
|
||
|
|
left for the x-axis and to the bottom for the y-axis.
|
||
|
|
"""
|
||
|
|
# Currently, must be implemented in subclasses using set_xlim/set_ylim
|
||
|
|
# rather than generically using set_view_interval, so that shared
|
||
|
|
# axes get updated as well.
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def set_default_intervals(self):
|
||
|
|
"""
|
||
|
|
Set the default limits for the axis data and view interval if they
|
||
|
|
have not been not mutated yet.
|
||
|
|
"""
|
||
|
|
# this is mainly in support of custom object plotting. For
|
||
|
|
# example, if someone passes in a datetime object, we do not
|
||
|
|
# know automagically how to set the default min/max of the
|
||
|
|
# data and view limits. The unit conversion AxisInfo
|
||
|
|
# interface provides a hook for custom types to register
|
||
|
|
# default limits through the AxisInfo.default_limits
|
||
|
|
# attribute, and the derived code below will check for that
|
||
|
|
# and use it if is available (else just use 0..1)
|
||
|
|
|
||
|
|
def _set_artist_props(self, a):
|
||
|
|
if a is None:
|
||
|
|
return
|
||
|
|
a.set_figure(self.figure)
|
||
|
|
|
||
|
|
@cbook.deprecated("3.1")
|
||
|
|
def iter_ticks(self):
|
||
|
|
"""
|
||
|
|
Yield ``(Tick, location, label)`` tuples for major and minor ticks.
|
||
|
|
"""
|
||
|
|
major_locs = self.get_majorticklocs()
|
||
|
|
major_labels = self.major.formatter.format_ticks(major_locs)
|
||
|
|
major_ticks = self.get_major_ticks(len(major_locs))
|
||
|
|
yield from zip(major_ticks, major_locs, major_labels)
|
||
|
|
minor_locs = self.get_minorticklocs()
|
||
|
|
minor_labels = self.minor.formatter.format_ticks(minor_locs)
|
||
|
|
minor_ticks = self.get_minor_ticks(len(minor_locs))
|
||
|
|
yield from zip(minor_ticks, minor_locs, minor_labels)
|
||
|
|
|
||
|
|
def get_ticklabel_extents(self, renderer):
|
||
|
|
"""
|
||
|
|
Get the extents of the tick labels on either side
|
||
|
|
of the axes.
|
||
|
|
"""
|
||
|
|
|
||
|
|
ticks_to_draw = self._update_ticks()
|
||
|
|
ticklabelBoxes, ticklabelBoxes2 = self._get_tick_bboxes(ticks_to_draw,
|
||
|
|
renderer)
|
||
|
|
|
||
|
|
if len(ticklabelBoxes):
|
||
|
|
bbox = mtransforms.Bbox.union(ticklabelBoxes)
|
||
|
|
else:
|
||
|
|
bbox = mtransforms.Bbox.from_extents(0, 0, 0, 0)
|
||
|
|
if len(ticklabelBoxes2):
|
||
|
|
bbox2 = mtransforms.Bbox.union(ticklabelBoxes2)
|
||
|
|
else:
|
||
|
|
bbox2 = mtransforms.Bbox.from_extents(0, 0, 0, 0)
|
||
|
|
return bbox, bbox2
|
||
|
|
|
||
|
|
@cbook.deprecated("3.2")
|
||
|
|
def set_smart_bounds(self, value):
|
||
|
|
"""Set the axis to have smart bounds."""
|
||
|
|
self._smart_bounds = value
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
@cbook.deprecated("3.2")
|
||
|
|
def get_smart_bounds(self):
|
||
|
|
"""Return whether the axis has smart bounds."""
|
||
|
|
return self._smart_bounds
|
||
|
|
|
||
|
|
def _update_ticks(self):
|
||
|
|
"""
|
||
|
|
Update ticks (position and labels) using the current data interval of
|
||
|
|
the axes. Return the list of ticks that will be drawn.
|
||
|
|
"""
|
||
|
|
major_locs = self.get_majorticklocs()
|
||
|
|
major_labels = self.major.formatter.format_ticks(major_locs)
|
||
|
|
major_ticks = self.get_major_ticks(len(major_locs))
|
||
|
|
self.major.formatter.set_locs(major_locs)
|
||
|
|
for tick, loc, label in zip(major_ticks, major_locs, major_labels):
|
||
|
|
tick.update_position(loc)
|
||
|
|
tick.set_label1(label)
|
||
|
|
tick.set_label2(label)
|
||
|
|
minor_locs = self.get_minorticklocs()
|
||
|
|
minor_labels = self.minor.formatter.format_ticks(minor_locs)
|
||
|
|
minor_ticks = self.get_minor_ticks(len(minor_locs))
|
||
|
|
self.minor.formatter.set_locs(minor_locs)
|
||
|
|
for tick, loc, label in zip(minor_ticks, minor_locs, minor_labels):
|
||
|
|
tick.update_position(loc)
|
||
|
|
tick.set_label1(label)
|
||
|
|
tick.set_label2(label)
|
||
|
|
ticks = [*major_ticks, *minor_ticks]
|
||
|
|
|
||
|
|
view_low, view_high = self.get_view_interval()
|
||
|
|
if view_low > view_high:
|
||
|
|
view_low, view_high = view_high, view_low
|
||
|
|
|
||
|
|
if self._smart_bounds and ticks: # _smart_bounds is deprecated in 3.2
|
||
|
|
# handle inverted limits
|
||
|
|
data_low, data_high = sorted(self.get_data_interval())
|
||
|
|
locs = np.sort([tick.get_loc() for tick in ticks])
|
||
|
|
if data_low <= view_low:
|
||
|
|
# data extends beyond view, take view as limit
|
||
|
|
ilow = view_low
|
||
|
|
else:
|
||
|
|
# data stops within view, take best tick
|
||
|
|
good_locs = locs[locs <= data_low]
|
||
|
|
if len(good_locs):
|
||
|
|
# last tick prior or equal to first data point
|
||
|
|
ilow = good_locs[-1]
|
||
|
|
else:
|
||
|
|
# No ticks (why not?), take first tick
|
||
|
|
ilow = locs[0]
|
||
|
|
if data_high >= view_high:
|
||
|
|
# data extends beyond view, take view as limit
|
||
|
|
ihigh = view_high
|
||
|
|
else:
|
||
|
|
# data stops within view, take best tick
|
||
|
|
good_locs = locs[locs >= data_high]
|
||
|
|
if len(good_locs):
|
||
|
|
# first tick after or equal to last data point
|
||
|
|
ihigh = good_locs[0]
|
||
|
|
else:
|
||
|
|
# No ticks (why not?), take last tick
|
||
|
|
ihigh = locs[-1]
|
||
|
|
ticks = [tick for tick in ticks if ilow <= tick.get_loc() <= ihigh]
|
||
|
|
|
||
|
|
interval_t = self.get_transform().transform([view_low, view_high])
|
||
|
|
|
||
|
|
ticks_to_draw = []
|
||
|
|
for tick in ticks:
|
||
|
|
try:
|
||
|
|
loc_t = self.get_transform().transform(tick.get_loc())
|
||
|
|
except AssertionError:
|
||
|
|
# transforms.transform doesn't allow masked values but
|
||
|
|
# some scales might make them, so we need this try/except.
|
||
|
|
pass
|
||
|
|
else:
|
||
|
|
if mtransforms._interval_contains_close(interval_t, loc_t):
|
||
|
|
ticks_to_draw.append(tick)
|
||
|
|
|
||
|
|
return ticks_to_draw
|
||
|
|
|
||
|
|
def _get_tick_bboxes(self, ticks, renderer):
|
||
|
|
"""Return lists of bboxes for ticks' label1's and label2's."""
|
||
|
|
return ([tick.label1.get_window_extent(renderer)
|
||
|
|
for tick in ticks if tick.label1.get_visible()],
|
||
|
|
[tick.label2.get_window_extent(renderer)
|
||
|
|
for tick in ticks if tick.label2.get_visible()])
|
||
|
|
|
||
|
|
def get_tightbbox(self, renderer):
|
||
|
|
"""
|
||
|
|
Return a bounding box that encloses the axis. It only accounts
|
||
|
|
tick labels, axis label, and offsetText.
|
||
|
|
"""
|
||
|
|
if not self.get_visible():
|
||
|
|
return
|
||
|
|
|
||
|
|
ticks_to_draw = self._update_ticks()
|
||
|
|
|
||
|
|
self._update_label_position(renderer)
|
||
|
|
|
||
|
|
# go back to just this axis's tick labels
|
||
|
|
ticklabelBoxes, ticklabelBoxes2 = self._get_tick_bboxes(
|
||
|
|
ticks_to_draw, renderer)
|
||
|
|
|
||
|
|
self._update_offset_text_position(ticklabelBoxes, ticklabelBoxes2)
|
||
|
|
self.offsetText.set_text(self.major.formatter.get_offset())
|
||
|
|
|
||
|
|
bboxes = [
|
||
|
|
*(a.get_window_extent(renderer)
|
||
|
|
for a in [self.label, self.offsetText]
|
||
|
|
if a.get_visible()),
|
||
|
|
*ticklabelBoxes,
|
||
|
|
*ticklabelBoxes2,
|
||
|
|
]
|
||
|
|
bboxes = [b for b in bboxes
|
||
|
|
if 0 < b.width < np.inf and 0 < b.height < np.inf]
|
||
|
|
if bboxes:
|
||
|
|
return mtransforms.Bbox.union(bboxes)
|
||
|
|
else:
|
||
|
|
return None
|
||
|
|
|
||
|
|
def get_tick_padding(self):
|
||
|
|
values = []
|
||
|
|
if len(self.majorTicks):
|
||
|
|
values.append(self.majorTicks[0].get_tick_padding())
|
||
|
|
if len(self.minorTicks):
|
||
|
|
values.append(self.minorTicks[0].get_tick_padding())
|
||
|
|
return max(values, default=0)
|
||
|
|
|
||
|
|
@martist.allow_rasterization
|
||
|
|
def draw(self, renderer, *args, **kwargs):
|
||
|
|
'Draw the axis lines, grid lines, tick lines and labels'
|
||
|
|
|
||
|
|
if not self.get_visible():
|
||
|
|
return
|
||
|
|
renderer.open_group(__name__, gid=self.get_gid())
|
||
|
|
|
||
|
|
ticks_to_draw = self._update_ticks()
|
||
|
|
ticklabelBoxes, ticklabelBoxes2 = self._get_tick_bboxes(ticks_to_draw,
|
||
|
|
renderer)
|
||
|
|
|
||
|
|
for tick in ticks_to_draw:
|
||
|
|
tick.draw(renderer)
|
||
|
|
|
||
|
|
# scale up the axis label box to also find the neighbors, not
|
||
|
|
# just the tick labels that actually overlap note we need a
|
||
|
|
# *copy* of the axis label box because we don't wan't to scale
|
||
|
|
# the actual bbox
|
||
|
|
|
||
|
|
self._update_label_position(renderer)
|
||
|
|
|
||
|
|
self.label.draw(renderer)
|
||
|
|
|
||
|
|
self._update_offset_text_position(ticklabelBoxes, ticklabelBoxes2)
|
||
|
|
self.offsetText.set_text(self.major.formatter.get_offset())
|
||
|
|
self.offsetText.draw(renderer)
|
||
|
|
|
||
|
|
renderer.close_group(__name__)
|
||
|
|
self.stale = False
|
||
|
|
|
||
|
|
def _get_label(self):
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def _get_offset_text(self):
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def get_gridlines(self):
|
||
|
|
'Return the grid lines as a list of Line2D instance'
|
||
|
|
ticks = self.get_major_ticks()
|
||
|
|
return cbook.silent_list('Line2D gridline',
|
||
|
|
[tick.gridline for tick in ticks])
|
||
|
|
|
||
|
|
def get_label(self):
|
||
|
|
'Return the axis label as a Text instance'
|
||
|
|
return self.label
|
||
|
|
|
||
|
|
def get_offset_text(self):
|
||
|
|
'Return the axis offsetText as a Text instance'
|
||
|
|
return self.offsetText
|
||
|
|
|
||
|
|
def get_pickradius(self):
|
||
|
|
'Return the depth of the axis used by the picker'
|
||
|
|
return self.pickradius
|
||
|
|
|
||
|
|
def get_majorticklabels(self):
|
||
|
|
'Return a list of Text instances for the major ticklabels.'
|
||
|
|
ticks = self.get_major_ticks()
|
||
|
|
labels1 = [tick.label1 for tick in ticks if tick.label1.get_visible()]
|
||
|
|
labels2 = [tick.label2 for tick in ticks if tick.label2.get_visible()]
|
||
|
|
return cbook.silent_list('Text major ticklabel', labels1 + labels2)
|
||
|
|
|
||
|
|
def get_minorticklabels(self):
|
||
|
|
'Return a list of Text instances for the minor ticklabels.'
|
||
|
|
ticks = self.get_minor_ticks()
|
||
|
|
labels1 = [tick.label1 for tick in ticks if tick.label1.get_visible()]
|
||
|
|
labels2 = [tick.label2 for tick in ticks if tick.label2.get_visible()]
|
||
|
|
return cbook.silent_list('Text minor ticklabel', labels1 + labels2)
|
||
|
|
|
||
|
|
def get_ticklabels(self, minor=False, which=None):
|
||
|
|
"""
|
||
|
|
Get the tick labels as a list of `~matplotlib.text.Text` instances.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
minor : bool
|
||
|
|
If True return the minor ticklabels,
|
||
|
|
else return the major ticklabels
|
||
|
|
|
||
|
|
which : None, ('minor', 'major', 'both')
|
||
|
|
Overrides *minor*.
|
||
|
|
|
||
|
|
Selects which ticklabels to return
|
||
|
|
|
||
|
|
Returns
|
||
|
|
-------
|
||
|
|
ret : list
|
||
|
|
List of `~matplotlib.text.Text` instances.
|
||
|
|
"""
|
||
|
|
|
||
|
|
if which is not None:
|
||
|
|
if which == 'minor':
|
||
|
|
return self.get_minorticklabels()
|
||
|
|
elif which == 'major':
|
||
|
|
return self.get_majorticklabels()
|
||
|
|
elif which == 'both':
|
||
|
|
return self.get_majorticklabels() + self.get_minorticklabels()
|
||
|
|
else:
|
||
|
|
cbook._check_in_list(['major', 'minor', 'both'], which=which)
|
||
|
|
if minor:
|
||
|
|
return self.get_minorticklabels()
|
||
|
|
return self.get_majorticklabels()
|
||
|
|
|
||
|
|
def get_majorticklines(self):
|
||
|
|
'Return the major tick lines as a list of Line2D instances'
|
||
|
|
lines = []
|
||
|
|
ticks = self.get_major_ticks()
|
||
|
|
for tick in ticks:
|
||
|
|
lines.append(tick.tick1line)
|
||
|
|
lines.append(tick.tick2line)
|
||
|
|
return cbook.silent_list('Line2D ticklines', lines)
|
||
|
|
|
||
|
|
def get_minorticklines(self):
|
||
|
|
'Return the minor tick lines as a list of Line2D instances'
|
||
|
|
lines = []
|
||
|
|
ticks = self.get_minor_ticks()
|
||
|
|
for tick in ticks:
|
||
|
|
lines.append(tick.tick1line)
|
||
|
|
lines.append(tick.tick2line)
|
||
|
|
return cbook.silent_list('Line2D ticklines', lines)
|
||
|
|
|
||
|
|
def get_ticklines(self, minor=False):
|
||
|
|
'Return the tick lines as a list of Line2D instances'
|
||
|
|
if minor:
|
||
|
|
return self.get_minorticklines()
|
||
|
|
return self.get_majorticklines()
|
||
|
|
|
||
|
|
def get_majorticklocs(self):
|
||
|
|
"""Get the array of major tick locations in data coordinates."""
|
||
|
|
return self.major.locator()
|
||
|
|
|
||
|
|
def get_minorticklocs(self):
|
||
|
|
"""Get the array of minor tick locations in data coordinates."""
|
||
|
|
# Remove minor ticks duplicating major ticks.
|
||
|
|
major_locs = self.major.locator()
|
||
|
|
minor_locs = self.minor.locator()
|
||
|
|
transform = self._scale.get_transform()
|
||
|
|
tr_minor_locs = transform.transform(minor_locs)
|
||
|
|
tr_major_locs = transform.transform(major_locs)
|
||
|
|
lo, hi = sorted(transform.transform(self.get_view_interval()))
|
||
|
|
# Use the transformed view limits as scale. 1e-5 is the default rtol
|
||
|
|
# for np.isclose.
|
||
|
|
tol = (hi - lo) * 1e-5
|
||
|
|
if self.remove_overlapping_locs:
|
||
|
|
minor_locs = [
|
||
|
|
loc for loc, tr_loc in zip(minor_locs, tr_minor_locs)
|
||
|
|
if ~np.isclose(tr_loc, tr_major_locs, atol=tol, rtol=0).any()]
|
||
|
|
return minor_locs
|
||
|
|
|
||
|
|
def get_ticklocs(self, minor=False):
|
||
|
|
"""Get the array of tick locations in data coordinates."""
|
||
|
|
return self.get_minorticklocs() if minor else self.get_majorticklocs()
|
||
|
|
|
||
|
|
def get_ticks_direction(self, minor=False):
|
||
|
|
"""
|
||
|
|
Get the tick directions as a numpy array
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
minor : boolean
|
||
|
|
True to return the minor tick directions,
|
||
|
|
False to return the major tick directions,
|
||
|
|
Default is False
|
||
|
|
|
||
|
|
Returns
|
||
|
|
-------
|
||
|
|
numpy array of tick directions
|
||
|
|
"""
|
||
|
|
if minor:
|
||
|
|
return np.array(
|
||
|
|
[tick._tickdir for tick in self.get_minor_ticks()])
|
||
|
|
else:
|
||
|
|
return np.array(
|
||
|
|
[tick._tickdir for tick in self.get_major_ticks()])
|
||
|
|
|
||
|
|
def _get_tick(self, major):
|
||
|
|
"""Return the default tick instance."""
|
||
|
|
raise NotImplementedError('derived must override')
|
||
|
|
|
||
|
|
def _copy_tick_props(self, src, dest):
|
||
|
|
"""Copy the properties from *src* tick to *dest* tick."""
|
||
|
|
if src is None or dest is None:
|
||
|
|
return
|
||
|
|
dest.label1.update_from(src.label1)
|
||
|
|
dest.label2.update_from(src.label2)
|
||
|
|
dest.tick1line.update_from(src.tick1line)
|
||
|
|
dest.tick2line.update_from(src.tick2line)
|
||
|
|
dest.gridline.update_from(src.gridline)
|
||
|
|
|
||
|
|
def get_label_text(self):
|
||
|
|
'Get the text of the label'
|
||
|
|
return self.label.get_text()
|
||
|
|
|
||
|
|
def get_major_locator(self):
|
||
|
|
'Get the locator of the major ticker'
|
||
|
|
return self.major.locator
|
||
|
|
|
||
|
|
def get_minor_locator(self):
|
||
|
|
'Get the locator of the minor ticker'
|
||
|
|
return self.minor.locator
|
||
|
|
|
||
|
|
def get_major_formatter(self):
|
||
|
|
'Get the formatter of the major ticker'
|
||
|
|
return self.major.formatter
|
||
|
|
|
||
|
|
def get_minor_formatter(self):
|
||
|
|
'Get the formatter of the minor ticker'
|
||
|
|
return self.minor.formatter
|
||
|
|
|
||
|
|
def get_major_ticks(self, numticks=None):
|
||
|
|
'Get the tick instances; grow as necessary.'
|
||
|
|
if numticks is None:
|
||
|
|
numticks = len(self.get_majorticklocs())
|
||
|
|
|
||
|
|
while len(self.majorTicks) < numticks:
|
||
|
|
# Update the new tick label properties from the old.
|
||
|
|
tick = self._get_tick(major=True)
|
||
|
|
self.majorTicks.append(tick)
|
||
|
|
tick.gridline.set_visible(self._gridOnMajor)
|
||
|
|
self._copy_tick_props(self.majorTicks[0], tick)
|
||
|
|
|
||
|
|
return self.majorTicks[:numticks]
|
||
|
|
|
||
|
|
def get_minor_ticks(self, numticks=None):
|
||
|
|
'Get the minor tick instances; grow as necessary.'
|
||
|
|
if numticks is None:
|
||
|
|
numticks = len(self.get_minorticklocs())
|
||
|
|
|
||
|
|
while len(self.minorTicks) < numticks:
|
||
|
|
# Update the new tick label properties from the old.
|
||
|
|
tick = self._get_tick(major=False)
|
||
|
|
self.minorTicks.append(tick)
|
||
|
|
tick.gridline.set_visible(self._gridOnMinor)
|
||
|
|
self._copy_tick_props(self.minorTicks[0], tick)
|
||
|
|
|
||
|
|
return self.minorTicks[:numticks]
|
||
|
|
|
||
|
|
def grid(self, b=None, which='major', **kwargs):
|
||
|
|
"""
|
||
|
|
Configure the grid lines.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
b : bool or None
|
||
|
|
Whether to show the grid lines. If any *kwargs* are supplied,
|
||
|
|
it is assumed you want the grid on and *b* will be set to True.
|
||
|
|
|
||
|
|
If *b* is *None* and there are no *kwargs*, this toggles the
|
||
|
|
visibility of the lines.
|
||
|
|
|
||
|
|
which : {'major', 'minor', 'both'}
|
||
|
|
The grid lines to apply the changes on.
|
||
|
|
|
||
|
|
**kwargs : `.Line2D` properties
|
||
|
|
Define the line properties of the grid, e.g.::
|
||
|
|
|
||
|
|
grid(color='r', linestyle='-', linewidth=2)
|
||
|
|
|
||
|
|
"""
|
||
|
|
if len(kwargs):
|
||
|
|
if not b and b is not None: # something false-like but not None
|
||
|
|
cbook._warn_external('First parameter to grid() is false, '
|
||
|
|
'but line properties are supplied. The '
|
||
|
|
'grid will be enabled.')
|
||
|
|
b = True
|
||
|
|
which = which.lower()
|
||
|
|
cbook._check_in_list(['major', 'minor', 'both'], which=which)
|
||
|
|
gridkw = {'grid_' + item[0]: item[1] for item in kwargs.items()}
|
||
|
|
|
||
|
|
if which in ['minor', 'both']:
|
||
|
|
if b is None:
|
||
|
|
self._gridOnMinor = not self._gridOnMinor
|
||
|
|
else:
|
||
|
|
self._gridOnMinor = b
|
||
|
|
self.set_tick_params(which='minor', gridOn=self._gridOnMinor,
|
||
|
|
**gridkw)
|
||
|
|
if which in ['major', 'both']:
|
||
|
|
if b is None:
|
||
|
|
self._gridOnMajor = not self._gridOnMajor
|
||
|
|
else:
|
||
|
|
self._gridOnMajor = b
|
||
|
|
self.set_tick_params(which='major', gridOn=self._gridOnMajor,
|
||
|
|
**gridkw)
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def update_units(self, data):
|
||
|
|
"""
|
||
|
|
Introspect *data* for units converter and update the
|
||
|
|
axis.converter instance if necessary. Return *True*
|
||
|
|
if *data* is registered for unit conversion.
|
||
|
|
"""
|
||
|
|
converter = munits.registry.get_converter(data)
|
||
|
|
if converter is None:
|
||
|
|
return False
|
||
|
|
|
||
|
|
neednew = self.converter != converter
|
||
|
|
self.converter = converter
|
||
|
|
default = self.converter.default_units(data, self)
|
||
|
|
if default is not None and self.units is None:
|
||
|
|
self.set_units(default)
|
||
|
|
|
||
|
|
if neednew:
|
||
|
|
self._update_axisinfo()
|
||
|
|
self.stale = True
|
||
|
|
return True
|
||
|
|
|
||
|
|
def _update_axisinfo(self):
|
||
|
|
"""
|
||
|
|
Check the axis converter for the stored units to see if the
|
||
|
|
axis info needs to be updated.
|
||
|
|
"""
|
||
|
|
if self.converter is None:
|
||
|
|
return
|
||
|
|
|
||
|
|
info = self.converter.axisinfo(self.units, self)
|
||
|
|
|
||
|
|
if info is None:
|
||
|
|
return
|
||
|
|
if info.majloc is not None and \
|
||
|
|
self.major.locator != info.majloc and self.isDefault_majloc:
|
||
|
|
self.set_major_locator(info.majloc)
|
||
|
|
self.isDefault_majloc = True
|
||
|
|
if info.minloc is not None and \
|
||
|
|
self.minor.locator != info.minloc and self.isDefault_minloc:
|
||
|
|
self.set_minor_locator(info.minloc)
|
||
|
|
self.isDefault_minloc = True
|
||
|
|
if info.majfmt is not None and \
|
||
|
|
self.major.formatter != info.majfmt and self.isDefault_majfmt:
|
||
|
|
self.set_major_formatter(info.majfmt)
|
||
|
|
self.isDefault_majfmt = True
|
||
|
|
if info.minfmt is not None and \
|
||
|
|
self.minor.formatter != info.minfmt and self.isDefault_minfmt:
|
||
|
|
self.set_minor_formatter(info.minfmt)
|
||
|
|
self.isDefault_minfmt = True
|
||
|
|
if info.label is not None and self.isDefault_label:
|
||
|
|
self.set_label_text(info.label)
|
||
|
|
self.isDefault_label = True
|
||
|
|
|
||
|
|
self.set_default_intervals()
|
||
|
|
|
||
|
|
def have_units(self):
|
||
|
|
return self.converter is not None or self.units is not None
|
||
|
|
|
||
|
|
def convert_units(self, x):
|
||
|
|
# If x is natively supported by Matplotlib, doesn't need converting
|
||
|
|
if munits._is_natively_supported(x):
|
||
|
|
return x
|
||
|
|
|
||
|
|
if self.converter is None:
|
||
|
|
self.converter = munits.registry.get_converter(x)
|
||
|
|
|
||
|
|
if self.converter is None:
|
||
|
|
return x
|
||
|
|
try:
|
||
|
|
ret = self.converter.convert(x, self.units, self)
|
||
|
|
except Exception as e:
|
||
|
|
raise munits.ConversionError('Failed to convert value(s) to axis '
|
||
|
|
f'units: {x!r}') from e
|
||
|
|
return ret
|
||
|
|
|
||
|
|
def set_units(self, u):
|
||
|
|
"""
|
||
|
|
Set the units for axis.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
u : units tag
|
||
|
|
"""
|
||
|
|
if u == self.units:
|
||
|
|
return
|
||
|
|
self.units = u
|
||
|
|
self._update_axisinfo()
|
||
|
|
self.callbacks.process('units')
|
||
|
|
self.callbacks.process('units finalize')
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def get_units(self):
|
||
|
|
"""Return the units for axis."""
|
||
|
|
return self.units
|
||
|
|
|
||
|
|
def set_label_text(self, label, fontdict=None, **kwargs):
|
||
|
|
"""
|
||
|
|
Set the text value of the axis label.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
label : str
|
||
|
|
Text string.
|
||
|
|
fontdict : dict
|
||
|
|
Text properties.
|
||
|
|
**kwargs
|
||
|
|
Merged into fontdict.
|
||
|
|
"""
|
||
|
|
self.isDefault_label = False
|
||
|
|
self.label.set_text(label)
|
||
|
|
if fontdict is not None:
|
||
|
|
self.label.update(fontdict)
|
||
|
|
self.label.update(kwargs)
|
||
|
|
self.stale = True
|
||
|
|
return self.label
|
||
|
|
|
||
|
|
def set_major_formatter(self, formatter):
|
||
|
|
"""
|
||
|
|
Set the formatter of the major ticker.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
formatter : `~matplotlib.ticker.Formatter`
|
||
|
|
"""
|
||
|
|
cbook._check_isinstance(mticker.Formatter, formatter=formatter)
|
||
|
|
self.isDefault_majfmt = False
|
||
|
|
self.major.formatter = formatter
|
||
|
|
formatter.set_axis(self)
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def set_minor_formatter(self, formatter):
|
||
|
|
"""
|
||
|
|
Set the formatter of the minor ticker.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
formatter : `~matplotlib.ticker.Formatter`
|
||
|
|
"""
|
||
|
|
cbook._check_isinstance(mticker.Formatter, formatter=formatter)
|
||
|
|
self.isDefault_minfmt = False
|
||
|
|
self.minor.formatter = formatter
|
||
|
|
formatter.set_axis(self)
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def set_major_locator(self, locator):
|
||
|
|
"""
|
||
|
|
Set the locator of the major ticker.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
locator : `~matplotlib.ticker.Locator`
|
||
|
|
"""
|
||
|
|
cbook._check_isinstance(mticker.Locator, locator=locator)
|
||
|
|
self.isDefault_majloc = False
|
||
|
|
self.major.locator = locator
|
||
|
|
if self.major.formatter:
|
||
|
|
self.major.formatter._set_locator(locator)
|
||
|
|
locator.set_axis(self)
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def set_minor_locator(self, locator):
|
||
|
|
"""
|
||
|
|
Set the locator of the minor ticker.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
locator : `~matplotlib.ticker.Locator`
|
||
|
|
"""
|
||
|
|
cbook._check_isinstance(mticker.Locator, locator=locator)
|
||
|
|
self.isDefault_minloc = False
|
||
|
|
self.minor.locator = locator
|
||
|
|
if self.minor.formatter:
|
||
|
|
self.minor.formatter._set_locator(locator)
|
||
|
|
locator.set_axis(self)
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def set_pickradius(self, pickradius):
|
||
|
|
"""
|
||
|
|
Set the depth of the axis used by the picker.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
pickradius : float
|
||
|
|
"""
|
||
|
|
self.pickradius = pickradius
|
||
|
|
|
||
|
|
def set_ticklabels(self, ticklabels, *args, minor=False, **kwargs):
|
||
|
|
r"""
|
||
|
|
Set the text values of the tick labels.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ticklabels : sequence of str or of `Text`\s
|
||
|
|
List of texts for tick labels; must include values for non-visible
|
||
|
|
labels.
|
||
|
|
minor : bool
|
||
|
|
If True, set minor ticks instead of major ticks.
|
||
|
|
**kwargs
|
||
|
|
Text properties.
|
||
|
|
|
||
|
|
Returns
|
||
|
|
-------
|
||
|
|
labels : list of `Text`\s
|
||
|
|
For each tick, includes ``tick.label1`` if it is visible, then
|
||
|
|
``tick.label2`` if it is visible, in that order.
|
||
|
|
"""
|
||
|
|
if args:
|
||
|
|
cbook.warn_deprecated(
|
||
|
|
"3.1", message="Additional positional arguments to "
|
||
|
|
"set_ticklabels are ignored, and deprecated since Matplotlib "
|
||
|
|
"3.1; passing them will raise a TypeError in Matplotlib 3.3.")
|
||
|
|
get_labels = []
|
||
|
|
for t in ticklabels:
|
||
|
|
# try calling get_text() to check whether it is Text object
|
||
|
|
# if it is Text, get label content
|
||
|
|
try:
|
||
|
|
get_labels.append(t.get_text())
|
||
|
|
# otherwise add the label to the list directly
|
||
|
|
except AttributeError:
|
||
|
|
get_labels.append(t)
|
||
|
|
# replace the ticklabels list with the processed one
|
||
|
|
ticklabels = get_labels
|
||
|
|
|
||
|
|
if minor:
|
||
|
|
self.set_minor_formatter(mticker.FixedFormatter(ticklabels))
|
||
|
|
ticks = self.get_minor_ticks()
|
||
|
|
else:
|
||
|
|
self.set_major_formatter(mticker.FixedFormatter(ticklabels))
|
||
|
|
ticks = self.get_major_ticks()
|
||
|
|
ret = []
|
||
|
|
for tick_label, tick in zip(ticklabels, ticks):
|
||
|
|
# deal with label1
|
||
|
|
tick.label1.set_text(tick_label)
|
||
|
|
tick.label1.update(kwargs)
|
||
|
|
# deal with label2
|
||
|
|
tick.label2.set_text(tick_label)
|
||
|
|
tick.label2.update(kwargs)
|
||
|
|
# only return visible tick labels
|
||
|
|
if tick.label1.get_visible():
|
||
|
|
ret.append(tick.label1)
|
||
|
|
if tick.label2.get_visible():
|
||
|
|
ret.append(tick.label2)
|
||
|
|
|
||
|
|
self.stale = True
|
||
|
|
return ret
|
||
|
|
|
||
|
|
@cbook._make_keyword_only("3.2", "minor")
|
||
|
|
def set_ticks(self, ticks, minor=False):
|
||
|
|
"""
|
||
|
|
Set the locations of the tick marks from sequence ticks
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ticks : sequence of floats
|
||
|
|
minor : bool
|
||
|
|
"""
|
||
|
|
# XXX if the user changes units, the information will be lost here
|
||
|
|
ticks = self.convert_units(ticks)
|
||
|
|
if len(ticks) > 1:
|
||
|
|
xleft, xright = self.get_view_interval()
|
||
|
|
if xright > xleft:
|
||
|
|
self.set_view_interval(min(ticks), max(ticks))
|
||
|
|
else:
|
||
|
|
self.set_view_interval(max(ticks), min(ticks))
|
||
|
|
if minor:
|
||
|
|
self.set_minor_locator(mticker.FixedLocator(ticks))
|
||
|
|
return self.get_minor_ticks(len(ticks))
|
||
|
|
else:
|
||
|
|
self.set_major_locator(mticker.FixedLocator(ticks))
|
||
|
|
return self.get_major_ticks(len(ticks))
|
||
|
|
|
||
|
|
def _get_tick_boxes_siblings(self, xdir, renderer):
|
||
|
|
"""
|
||
|
|
Get the bounding boxes for this `.axis` and its siblings
|
||
|
|
as set by `.Figure.align_xlabels` or `.Figure.align_ylablels`.
|
||
|
|
|
||
|
|
By default it just gets bboxes for self.
|
||
|
|
"""
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def _update_label_position(self, renderer):
|
||
|
|
"""
|
||
|
|
Update the label position based on the bounding box enclosing
|
||
|
|
all the ticklabels and axis spine.
|
||
|
|
"""
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def _update_offset_text_position(self, bboxes, bboxes2):
|
||
|
|
"""
|
||
|
|
Update the offset text position based on the sequence of bounding
|
||
|
|
boxes of all the ticklabels.
|
||
|
|
"""
|
||
|
|
raise NotImplementedError('Derived must override')
|
||
|
|
|
||
|
|
def pan(self, numsteps):
|
||
|
|
"""Pan by *numsteps* (can be positive or negative)."""
|
||
|
|
self.major.locator.pan(numsteps)
|
||
|
|
|
||
|
|
def zoom(self, direction):
|
||
|
|
"""Zoom in/out on axis; if *direction* is >0 zoom in, else zoom out."""
|
||
|
|
self.major.locator.zoom(direction)
|
||
|
|
|
||
|
|
def axis_date(self, tz=None):
|
||
|
|
"""
|
||
|
|
Sets up axis ticks and labels treating data along this axis as dates.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
tz : tzinfo or str or None
|
||
|
|
The timezone used to create date labels.
|
||
|
|
"""
|
||
|
|
# By providing a sample datetime instance with the desired timezone,
|
||
|
|
# the registered converter can be selected, and the "units" attribute,
|
||
|
|
# which is the timezone, can be set.
|
||
|
|
if isinstance(tz, str):
|
||
|
|
import dateutil.tz
|
||
|
|
tz = dateutil.tz.gettz(tz)
|
||
|
|
self.update_units(datetime.datetime(2009, 1, 1, 0, 0, 0, 0, tz))
|
||
|
|
|
||
|
|
def get_tick_space(self):
|
||
|
|
"""Return the estimated number of ticks that can fit on the axis."""
|
||
|
|
# Must be overridden in the subclass
|
||
|
|
raise NotImplementedError()
|
||
|
|
|
||
|
|
def _get_ticks_position(self):
|
||
|
|
"""
|
||
|
|
Helper for `XAxis.get_ticks_position` and `YAxis.get_ticks_position`.
|
||
|
|
|
||
|
|
Check the visibility of tick1line, label1, tick2line, and label2 on
|
||
|
|
the first major and the first minor ticks, and return
|
||
|
|
|
||
|
|
- 1 if only tick1line and label1 are visible (which corresponds to
|
||
|
|
"bottom" for the x-axis and "left" for the y-axis);
|
||
|
|
- 2 if only tick2line and label2 are visible (which corresponds to
|
||
|
|
"top" for the x-axis and "right" for the y-axis);
|
||
|
|
- "default" if only tick1line, tick2line and label1 are visible;
|
||
|
|
- "unknown" otherwise.
|
||
|
|
"""
|
||
|
|
major = self.majorTicks[0]
|
||
|
|
minor = self.minorTicks[0]
|
||
|
|
if all(tick.tick1line.get_visible()
|
||
|
|
and not tick.tick2line.get_visible()
|
||
|
|
and tick.label1.get_visible()
|
||
|
|
and not tick.label2.get_visible()
|
||
|
|
for tick in [major, minor]):
|
||
|
|
return 1
|
||
|
|
elif all(tick.tick2line.get_visible()
|
||
|
|
and not tick.tick1line.get_visible()
|
||
|
|
and tick.label2.get_visible()
|
||
|
|
and not tick.label1.get_visible()
|
||
|
|
for tick in [major, minor]):
|
||
|
|
return 2
|
||
|
|
elif all(tick.tick1line.get_visible()
|
||
|
|
and tick.tick2line.get_visible()
|
||
|
|
and tick.label1.get_visible()
|
||
|
|
and not tick.label2.get_visible()
|
||
|
|
for tick in [major, minor]):
|
||
|
|
return "default"
|
||
|
|
else:
|
||
|
|
return "unknown"
|
||
|
|
|
||
|
|
def get_label_position(self):
|
||
|
|
"""
|
||
|
|
Return the label position (top or bottom)
|
||
|
|
"""
|
||
|
|
return self.label_position
|
||
|
|
|
||
|
|
def set_label_position(self, position):
|
||
|
|
"""
|
||
|
|
Set the label position (top or bottom)
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
position : {'top', 'bottom'}
|
||
|
|
"""
|
||
|
|
raise NotImplementedError()
|
||
|
|
|
||
|
|
def get_minpos(self):
|
||
|
|
raise NotImplementedError()
|
||
|
|
|
||
|
|
|
||
|
|
def _make_getset_interval(method_name, lim_name, attr_name):
|
||
|
|
"""
|
||
|
|
Helper to generate ``get_{data,view}_interval`` and
|
||
|
|
``set_{data,view}_interval`` implementations.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def getter(self):
|
||
|
|
# docstring inherited.
|
||
|
|
return getattr(getattr(self.axes, lim_name), attr_name)
|
||
|
|
|
||
|
|
def setter(self, vmin, vmax, ignore=False):
|
||
|
|
# docstring inherited.
|
||
|
|
if ignore:
|
||
|
|
setattr(getattr(self.axes, lim_name), attr_name, (vmin, vmax))
|
||
|
|
else:
|
||
|
|
oldmin, oldmax = getter(self)
|
||
|
|
if oldmin < oldmax:
|
||
|
|
setter(self, min(vmin, vmax, oldmin), max(vmin, vmax, oldmax),
|
||
|
|
ignore=True)
|
||
|
|
else:
|
||
|
|
setter(self, max(vmin, vmax, oldmin), min(vmin, vmax, oldmax),
|
||
|
|
ignore=True)
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
getter.__name__ = f"get_{method_name}_interval"
|
||
|
|
setter.__name__ = f"set_{method_name}_interval"
|
||
|
|
|
||
|
|
return getter, setter
|
||
|
|
|
||
|
|
|
||
|
|
class XAxis(Axis):
|
||
|
|
__name__ = 'xaxis'
|
||
|
|
axis_name = 'x' #: Read-only name identifying the axis.
|
||
|
|
|
||
|
|
def contains(self, mouseevent):
|
||
|
|
"""Test whether the mouse event occurred in the x axis.
|
||
|
|
"""
|
||
|
|
inside, info = self._default_contains(mouseevent)
|
||
|
|
if inside is not None:
|
||
|
|
return inside, info
|
||
|
|
|
||
|
|
x, y = mouseevent.x, mouseevent.y
|
||
|
|
try:
|
||
|
|
trans = self.axes.transAxes.inverted()
|
||
|
|
xaxes, yaxes = trans.transform((x, y))
|
||
|
|
except ValueError:
|
||
|
|
return False, {}
|
||
|
|
(l, b), (r, t) = self.axes.transAxes.transform([(0, 0), (1, 1)])
|
||
|
|
inaxis = 0 <= xaxes <= 1 and (
|
||
|
|
b - self.pickradius < y < b or
|
||
|
|
t < y < t + self.pickradius)
|
||
|
|
return inaxis, {}
|
||
|
|
|
||
|
|
def _get_tick(self, major):
|
||
|
|
if major:
|
||
|
|
tick_kw = self._major_tick_kw
|
||
|
|
else:
|
||
|
|
tick_kw = self._minor_tick_kw
|
||
|
|
return XTick(self.axes, 0, '', major=major, **tick_kw)
|
||
|
|
|
||
|
|
def _get_label(self):
|
||
|
|
# x in axes coords, y in display coords (to be updated at draw
|
||
|
|
# time by _update_label_positions)
|
||
|
|
label = mtext.Text(x=0.5, y=0,
|
||
|
|
fontproperties=font_manager.FontProperties(
|
||
|
|
size=rcParams['axes.labelsize'],
|
||
|
|
weight=rcParams['axes.labelweight']),
|
||
|
|
color=rcParams['axes.labelcolor'],
|
||
|
|
verticalalignment='top',
|
||
|
|
horizontalalignment='center')
|
||
|
|
|
||
|
|
label.set_transform(mtransforms.blended_transform_factory(
|
||
|
|
self.axes.transAxes, mtransforms.IdentityTransform()))
|
||
|
|
|
||
|
|
self._set_artist_props(label)
|
||
|
|
self.label_position = 'bottom'
|
||
|
|
return label
|
||
|
|
|
||
|
|
def _get_offset_text(self):
|
||
|
|
# x in axes coords, y in display coords (to be updated at draw time)
|
||
|
|
offsetText = mtext.Text(x=1, y=0,
|
||
|
|
fontproperties=font_manager.FontProperties(
|
||
|
|
size=rcParams['xtick.labelsize']),
|
||
|
|
color=rcParams['xtick.color'],
|
||
|
|
verticalalignment='top',
|
||
|
|
horizontalalignment='right')
|
||
|
|
offsetText.set_transform(mtransforms.blended_transform_factory(
|
||
|
|
self.axes.transAxes, mtransforms.IdentityTransform())
|
||
|
|
)
|
||
|
|
self._set_artist_props(offsetText)
|
||
|
|
self.offset_text_position = 'bottom'
|
||
|
|
return offsetText
|
||
|
|
|
||
|
|
def set_label_position(self, position):
|
||
|
|
"""
|
||
|
|
Set the label position (top or bottom)
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
position : {'top', 'bottom'}
|
||
|
|
"""
|
||
|
|
self.label.set_verticalalignment(cbook._check_getitem({
|
||
|
|
'top': 'baseline', 'bottom': 'top',
|
||
|
|
}, position=position))
|
||
|
|
self.label_position = position
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def _get_tick_boxes_siblings(self, renderer):
|
||
|
|
"""
|
||
|
|
Get the bounding boxes for this `.axis` and its siblings
|
||
|
|
as set by `.Figure.align_xlabels` or `.Figure.align_ylablels`.
|
||
|
|
|
||
|
|
By default it just gets bboxes for self.
|
||
|
|
"""
|
||
|
|
bboxes = []
|
||
|
|
bboxes2 = []
|
||
|
|
# get the Grouper that keeps track of x-label groups for this figure
|
||
|
|
grp = self.figure._align_xlabel_grp
|
||
|
|
# if we want to align labels from other axes:
|
||
|
|
for nn, axx in enumerate(grp.get_siblings(self.axes)):
|
||
|
|
ticks_to_draw = axx.xaxis._update_ticks()
|
||
|
|
tlb, tlb2 = axx.xaxis._get_tick_bboxes(ticks_to_draw, renderer)
|
||
|
|
bboxes.extend(tlb)
|
||
|
|
bboxes2.extend(tlb2)
|
||
|
|
return bboxes, bboxes2
|
||
|
|
|
||
|
|
def _update_label_position(self, renderer):
|
||
|
|
"""
|
||
|
|
Update the label position based on the bounding box enclosing
|
||
|
|
all the ticklabels and axis spine
|
||
|
|
"""
|
||
|
|
if not self._autolabelpos:
|
||
|
|
return
|
||
|
|
|
||
|
|
# get bounding boxes for this axis and any siblings
|
||
|
|
# that have been set by `fig.align_xlabels()`
|
||
|
|
bboxes, bboxes2 = self._get_tick_boxes_siblings(renderer=renderer)
|
||
|
|
|
||
|
|
x, y = self.label.get_position()
|
||
|
|
if self.label_position == 'bottom':
|
||
|
|
try:
|
||
|
|
spine = self.axes.spines['bottom']
|
||
|
|
spinebbox = spine.get_transform().transform_path(
|
||
|
|
spine.get_path()).get_extents()
|
||
|
|
except KeyError:
|
||
|
|
# use axes if spine doesn't exist
|
||
|
|
spinebbox = self.axes.bbox
|
||
|
|
bbox = mtransforms.Bbox.union(bboxes + [spinebbox])
|
||
|
|
bottom = bbox.y0
|
||
|
|
|
||
|
|
self.label.set_position(
|
||
|
|
(x, bottom - self.labelpad * self.figure.dpi / 72)
|
||
|
|
)
|
||
|
|
|
||
|
|
else:
|
||
|
|
try:
|
||
|
|
spine = self.axes.spines['top']
|
||
|
|
spinebbox = spine.get_transform().transform_path(
|
||
|
|
spine.get_path()).get_extents()
|
||
|
|
except KeyError:
|
||
|
|
# use axes if spine doesn't exist
|
||
|
|
spinebbox = self.axes.bbox
|
||
|
|
bbox = mtransforms.Bbox.union(bboxes2 + [spinebbox])
|
||
|
|
top = bbox.y1
|
||
|
|
|
||
|
|
self.label.set_position(
|
||
|
|
(x, top + self.labelpad * self.figure.dpi / 72)
|
||
|
|
)
|
||
|
|
|
||
|
|
def _update_offset_text_position(self, bboxes, bboxes2):
|
||
|
|
"""
|
||
|
|
Update the offset_text position based on the sequence of bounding
|
||
|
|
boxes of all the ticklabels
|
||
|
|
"""
|
||
|
|
x, y = self.offsetText.get_position()
|
||
|
|
if not len(bboxes):
|
||
|
|
bottom = self.axes.bbox.ymin
|
||
|
|
else:
|
||
|
|
bbox = mtransforms.Bbox.union(bboxes)
|
||
|
|
bottom = bbox.y0
|
||
|
|
self.offsetText.set_position(
|
||
|
|
(x, bottom - self.OFFSETTEXTPAD * self.figure.dpi / 72)
|
||
|
|
)
|
||
|
|
|
||
|
|
def get_text_heights(self, renderer):
|
||
|
|
"""
|
||
|
|
Returns the amount of space one should reserve for text
|
||
|
|
above and below the axes. Returns a tuple (above, below)
|
||
|
|
"""
|
||
|
|
bbox, bbox2 = self.get_ticklabel_extents(renderer)
|
||
|
|
# MGDTODO: Need a better way to get the pad
|
||
|
|
padPixels = self.majorTicks[0].get_pad_pixels()
|
||
|
|
|
||
|
|
above = 0.0
|
||
|
|
if bbox2.height:
|
||
|
|
above += bbox2.height + padPixels
|
||
|
|
below = 0.0
|
||
|
|
if bbox.height:
|
||
|
|
below += bbox.height + padPixels
|
||
|
|
|
||
|
|
if self.get_label_position() == 'top':
|
||
|
|
above += self.label.get_window_extent(renderer).height + padPixels
|
||
|
|
else:
|
||
|
|
below += self.label.get_window_extent(renderer).height + padPixels
|
||
|
|
return above, below
|
||
|
|
|
||
|
|
def set_ticks_position(self, position):
|
||
|
|
"""
|
||
|
|
Set the ticks position (top, bottom, both, default or none)
|
||
|
|
both sets the ticks to appear on both positions, but does not
|
||
|
|
change the tick labels. 'default' resets the tick positions to
|
||
|
|
the default: ticks on both positions, labels at bottom. 'none'
|
||
|
|
can be used if you don't want any ticks. 'none' and 'both'
|
||
|
|
affect only the ticks, not the labels.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
position : {'top', 'bottom', 'both', 'default', 'none'}
|
||
|
|
"""
|
||
|
|
if position == 'top':
|
||
|
|
self.set_tick_params(which='both', top=True, labeltop=True,
|
||
|
|
bottom=False, labelbottom=False)
|
||
|
|
elif position == 'bottom':
|
||
|
|
self.set_tick_params(which='both', top=False, labeltop=False,
|
||
|
|
bottom=True, labelbottom=True)
|
||
|
|
elif position == 'both':
|
||
|
|
self.set_tick_params(which='both', top=True,
|
||
|
|
bottom=True)
|
||
|
|
elif position == 'none':
|
||
|
|
self.set_tick_params(which='both', top=False,
|
||
|
|
bottom=False)
|
||
|
|
elif position == 'default':
|
||
|
|
self.set_tick_params(which='both', top=True, labeltop=False,
|
||
|
|
bottom=True, labelbottom=True)
|
||
|
|
else:
|
||
|
|
raise ValueError("invalid position: %s" % position)
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def tick_top(self):
|
||
|
|
"""
|
||
|
|
Move ticks and ticklabels (if present) to the top of the axes.
|
||
|
|
"""
|
||
|
|
label = True
|
||
|
|
if 'label1On' in self._major_tick_kw:
|
||
|
|
label = (self._major_tick_kw['label1On']
|
||
|
|
or self._major_tick_kw['label2On'])
|
||
|
|
self.set_ticks_position('top')
|
||
|
|
# If labels were turned off before this was called, leave them off.
|
||
|
|
self.set_tick_params(which='both', labeltop=label)
|
||
|
|
|
||
|
|
def tick_bottom(self):
|
||
|
|
"""
|
||
|
|
Move ticks and ticklabels (if present) to the bottom of the axes.
|
||
|
|
"""
|
||
|
|
label = True
|
||
|
|
if 'label1On' in self._major_tick_kw:
|
||
|
|
label = (self._major_tick_kw['label1On']
|
||
|
|
or self._major_tick_kw['label2On'])
|
||
|
|
self.set_ticks_position('bottom')
|
||
|
|
# If labels were turned off before this was called, leave them off.
|
||
|
|
self.set_tick_params(which='both', labelbottom=label)
|
||
|
|
|
||
|
|
def get_ticks_position(self):
|
||
|
|
"""
|
||
|
|
Return the ticks position ("top", "bottom", "default", or "unknown").
|
||
|
|
"""
|
||
|
|
return {1: "bottom", 2: "top",
|
||
|
|
"default": "default", "unknown": "unknown"}[
|
||
|
|
self._get_ticks_position()]
|
||
|
|
|
||
|
|
get_view_interval, set_view_interval = _make_getset_interval(
|
||
|
|
"view", "viewLim", "intervalx")
|
||
|
|
get_data_interval, set_data_interval = _make_getset_interval(
|
||
|
|
"data", "dataLim", "intervalx")
|
||
|
|
|
||
|
|
def get_minpos(self):
|
||
|
|
return self.axes.dataLim.minposx
|
||
|
|
|
||
|
|
def set_inverted(self, inverted):
|
||
|
|
# docstring inherited
|
||
|
|
a, b = self.get_view_interval()
|
||
|
|
# cast to bool to avoid bad interaction between python 3.8 and np.bool_
|
||
|
|
self.axes.set_xlim(sorted((a, b), reverse=bool(inverted)), auto=None)
|
||
|
|
|
||
|
|
def set_default_intervals(self):
|
||
|
|
# docstring inherited
|
||
|
|
xmin, xmax = 0., 1.
|
||
|
|
dataMutated = self.axes.dataLim.mutatedx()
|
||
|
|
viewMutated = self.axes.viewLim.mutatedx()
|
||
|
|
if not dataMutated or not viewMutated:
|
||
|
|
if self.converter is not None:
|
||
|
|
info = self.converter.axisinfo(self.units, self)
|
||
|
|
if info.default_limits is not None:
|
||
|
|
valmin, valmax = info.default_limits
|
||
|
|
xmin = self.converter.convert(valmin, self.units, self)
|
||
|
|
xmax = self.converter.convert(valmax, self.units, self)
|
||
|
|
if not dataMutated:
|
||
|
|
self.axes.dataLim.intervalx = xmin, xmax
|
||
|
|
if not viewMutated:
|
||
|
|
self.axes.viewLim.intervalx = xmin, xmax
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def get_tick_space(self):
|
||
|
|
ends = self.axes.transAxes.transform([[0, 0], [1, 0]])
|
||
|
|
length = ((ends[1][0] - ends[0][0]) / self.axes.figure.dpi) * 72
|
||
|
|
tick = self._get_tick(True)
|
||
|
|
# There is a heuristic here that the aspect ratio of tick text
|
||
|
|
# is no more than 3:1
|
||
|
|
size = tick.label1.get_size() * 3
|
||
|
|
if size > 0:
|
||
|
|
return int(np.floor(length / size))
|
||
|
|
else:
|
||
|
|
return 2**31 - 1
|
||
|
|
|
||
|
|
|
||
|
|
class YAxis(Axis):
|
||
|
|
__name__ = 'yaxis'
|
||
|
|
axis_name = 'y' #: Read-only name identifying the axis.
|
||
|
|
|
||
|
|
def contains(self, mouseevent):
|
||
|
|
"""Test whether the mouse event occurred in the y axis.
|
||
|
|
|
||
|
|
Returns *True* | *False*
|
||
|
|
"""
|
||
|
|
inside, info = self._default_contains(mouseevent)
|
||
|
|
if inside is not None:
|
||
|
|
return inside, info
|
||
|
|
|
||
|
|
x, y = mouseevent.x, mouseevent.y
|
||
|
|
try:
|
||
|
|
trans = self.axes.transAxes.inverted()
|
||
|
|
xaxes, yaxes = trans.transform((x, y))
|
||
|
|
except ValueError:
|
||
|
|
return False, {}
|
||
|
|
(l, b), (r, t) = self.axes.transAxes.transform([(0, 0), (1, 1)])
|
||
|
|
inaxis = 0 <= yaxes <= 1 and (
|
||
|
|
l - self.pickradius < x < l or
|
||
|
|
r < x < r + self.pickradius)
|
||
|
|
return inaxis, {}
|
||
|
|
|
||
|
|
def _get_tick(self, major):
|
||
|
|
if major:
|
||
|
|
tick_kw = self._major_tick_kw
|
||
|
|
else:
|
||
|
|
tick_kw = self._minor_tick_kw
|
||
|
|
return YTick(self.axes, 0, '', major=major, **tick_kw)
|
||
|
|
|
||
|
|
def _get_label(self):
|
||
|
|
# x in display coords (updated by _update_label_position)
|
||
|
|
# y in axes coords
|
||
|
|
label = mtext.Text(x=0, y=0.5,
|
||
|
|
# todo: get the label position
|
||
|
|
fontproperties=font_manager.FontProperties(
|
||
|
|
size=rcParams['axes.labelsize'],
|
||
|
|
weight=rcParams['axes.labelweight']),
|
||
|
|
color=rcParams['axes.labelcolor'],
|
||
|
|
verticalalignment='bottom',
|
||
|
|
horizontalalignment='center',
|
||
|
|
rotation='vertical',
|
||
|
|
rotation_mode='anchor')
|
||
|
|
label.set_transform(mtransforms.blended_transform_factory(
|
||
|
|
mtransforms.IdentityTransform(), self.axes.transAxes))
|
||
|
|
|
||
|
|
self._set_artist_props(label)
|
||
|
|
self.label_position = 'left'
|
||
|
|
return label
|
||
|
|
|
||
|
|
def _get_offset_text(self):
|
||
|
|
# x in display coords, y in axes coords (to be updated at draw time)
|
||
|
|
offsetText = mtext.Text(x=0, y=0.5,
|
||
|
|
fontproperties=font_manager.FontProperties(
|
||
|
|
size=rcParams['ytick.labelsize']
|
||
|
|
),
|
||
|
|
color=rcParams['ytick.color'],
|
||
|
|
verticalalignment='baseline',
|
||
|
|
horizontalalignment='left')
|
||
|
|
offsetText.set_transform(mtransforms.blended_transform_factory(
|
||
|
|
self.axes.transAxes, mtransforms.IdentityTransform())
|
||
|
|
)
|
||
|
|
self._set_artist_props(offsetText)
|
||
|
|
self.offset_text_position = 'left'
|
||
|
|
return offsetText
|
||
|
|
|
||
|
|
def set_label_position(self, position):
|
||
|
|
"""
|
||
|
|
Set the label position (left or right)
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
position : {'left', 'right'}
|
||
|
|
"""
|
||
|
|
self.label.set_rotation_mode('anchor')
|
||
|
|
self.label.set_horizontalalignment('center')
|
||
|
|
self.label.set_verticalalignment(cbook._check_getitem({
|
||
|
|
'left': 'bottom', 'right': 'top',
|
||
|
|
}, position=position))
|
||
|
|
self.label_position = position
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def _get_tick_boxes_siblings(self, renderer):
|
||
|
|
"""
|
||
|
|
Get the bounding boxes for this `.axis` and its siblings
|
||
|
|
as set by `.Figure.align_xlabels` or `.Figure.align_ylablels`.
|
||
|
|
|
||
|
|
By default it just gets bboxes for self.
|
||
|
|
"""
|
||
|
|
bboxes = []
|
||
|
|
bboxes2 = []
|
||
|
|
# get the Grouper that keeps track of y-label groups for this figure
|
||
|
|
grp = self.figure._align_ylabel_grp
|
||
|
|
# if we want to align labels from other axes:
|
||
|
|
for axx in grp.get_siblings(self.axes):
|
||
|
|
ticks_to_draw = axx.yaxis._update_ticks()
|
||
|
|
tlb, tlb2 = axx.yaxis._get_tick_bboxes(ticks_to_draw, renderer)
|
||
|
|
bboxes.extend(tlb)
|
||
|
|
bboxes2.extend(tlb2)
|
||
|
|
return bboxes, bboxes2
|
||
|
|
|
||
|
|
def _update_label_position(self, renderer):
|
||
|
|
"""
|
||
|
|
Update the label position based on the bounding box enclosing
|
||
|
|
all the ticklabels and axis spine
|
||
|
|
"""
|
||
|
|
if not self._autolabelpos:
|
||
|
|
return
|
||
|
|
|
||
|
|
# get bounding boxes for this axis and any siblings
|
||
|
|
# that have been set by `fig.align_ylabels()`
|
||
|
|
bboxes, bboxes2 = self._get_tick_boxes_siblings(renderer=renderer)
|
||
|
|
|
||
|
|
x, y = self.label.get_position()
|
||
|
|
if self.label_position == 'left':
|
||
|
|
try:
|
||
|
|
spine = self.axes.spines['left']
|
||
|
|
spinebbox = spine.get_transform().transform_path(
|
||
|
|
spine.get_path()).get_extents()
|
||
|
|
except KeyError:
|
||
|
|
# use axes if spine doesn't exist
|
||
|
|
spinebbox = self.axes.bbox
|
||
|
|
bbox = mtransforms.Bbox.union(bboxes + [spinebbox])
|
||
|
|
left = bbox.x0
|
||
|
|
self.label.set_position(
|
||
|
|
(left - self.labelpad * self.figure.dpi / 72, y)
|
||
|
|
)
|
||
|
|
|
||
|
|
else:
|
||
|
|
try:
|
||
|
|
spine = self.axes.spines['right']
|
||
|
|
spinebbox = spine.get_transform().transform_path(
|
||
|
|
spine.get_path()).get_extents()
|
||
|
|
except KeyError:
|
||
|
|
# use axes if spine doesn't exist
|
||
|
|
spinebbox = self.axes.bbox
|
||
|
|
bbox = mtransforms.Bbox.union(bboxes2 + [spinebbox])
|
||
|
|
right = bbox.x1
|
||
|
|
|
||
|
|
self.label.set_position(
|
||
|
|
(right + self.labelpad * self.figure.dpi / 72, y)
|
||
|
|
)
|
||
|
|
|
||
|
|
def _update_offset_text_position(self, bboxes, bboxes2):
|
||
|
|
"""
|
||
|
|
Update the offset_text position based on the sequence of bounding
|
||
|
|
boxes of all the ticklabels
|
||
|
|
"""
|
||
|
|
x, y = self.offsetText.get_position()
|
||
|
|
top = self.axes.bbox.ymax
|
||
|
|
self.offsetText.set_position(
|
||
|
|
(x, top + self.OFFSETTEXTPAD * self.figure.dpi / 72)
|
||
|
|
)
|
||
|
|
|
||
|
|
def set_offset_position(self, position):
|
||
|
|
"""
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
position : {'left', 'right'}
|
||
|
|
"""
|
||
|
|
x, y = self.offsetText.get_position()
|
||
|
|
x = cbook._check_getitem({'left': 0, 'right': 1}, position=position)
|
||
|
|
|
||
|
|
self.offsetText.set_ha(position)
|
||
|
|
self.offsetText.set_position((x, y))
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def get_text_widths(self, renderer):
|
||
|
|
bbox, bbox2 = self.get_ticklabel_extents(renderer)
|
||
|
|
# MGDTODO: Need a better way to get the pad
|
||
|
|
padPixels = self.majorTicks[0].get_pad_pixels()
|
||
|
|
|
||
|
|
left = 0.0
|
||
|
|
if bbox.width:
|
||
|
|
left += bbox.width + padPixels
|
||
|
|
right = 0.0
|
||
|
|
if bbox2.width:
|
||
|
|
right += bbox2.width + padPixels
|
||
|
|
|
||
|
|
if self.get_label_position() == 'left':
|
||
|
|
left += self.label.get_window_extent(renderer).width + padPixels
|
||
|
|
else:
|
||
|
|
right += self.label.get_window_extent(renderer).width + padPixels
|
||
|
|
return left, right
|
||
|
|
|
||
|
|
def set_ticks_position(self, position):
|
||
|
|
"""
|
||
|
|
Set the ticks position (left, right, both, default or none)
|
||
|
|
'both' sets the ticks to appear on both positions, but does not
|
||
|
|
change the tick labels. 'default' resets the tick positions to
|
||
|
|
the default: ticks on both positions, labels at left. 'none'
|
||
|
|
can be used if you don't want any ticks. 'none' and 'both'
|
||
|
|
affect only the ticks, not the labels.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
position : {'left', 'right', 'both', 'default', 'none'}
|
||
|
|
"""
|
||
|
|
if position == 'right':
|
||
|
|
self.set_tick_params(which='both', right=True, labelright=True,
|
||
|
|
left=False, labelleft=False)
|
||
|
|
self.set_offset_position(position)
|
||
|
|
elif position == 'left':
|
||
|
|
self.set_tick_params(which='both', right=False, labelright=False,
|
||
|
|
left=True, labelleft=True)
|
||
|
|
self.set_offset_position(position)
|
||
|
|
elif position == 'both':
|
||
|
|
self.set_tick_params(which='both', right=True,
|
||
|
|
left=True)
|
||
|
|
elif position == 'none':
|
||
|
|
self.set_tick_params(which='both', right=False,
|
||
|
|
left=False)
|
||
|
|
elif position == 'default':
|
||
|
|
self.set_tick_params(which='both', right=True, labelright=False,
|
||
|
|
left=True, labelleft=True)
|
||
|
|
else:
|
||
|
|
raise ValueError("invalid position: %s" % position)
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def tick_right(self):
|
||
|
|
"""
|
||
|
|
Move ticks and ticklabels (if present) to the right of the axes.
|
||
|
|
"""
|
||
|
|
label = True
|
||
|
|
if 'label1On' in self._major_tick_kw:
|
||
|
|
label = (self._major_tick_kw['label1On']
|
||
|
|
or self._major_tick_kw['label2On'])
|
||
|
|
self.set_ticks_position('right')
|
||
|
|
# if labels were turned off before this was called
|
||
|
|
# leave them off
|
||
|
|
self.set_tick_params(which='both', labelright=label)
|
||
|
|
|
||
|
|
def tick_left(self):
|
||
|
|
"""
|
||
|
|
Move ticks and ticklabels (if present) to the left of the axes.
|
||
|
|
"""
|
||
|
|
label = True
|
||
|
|
if 'label1On' in self._major_tick_kw:
|
||
|
|
label = (self._major_tick_kw['label1On']
|
||
|
|
or self._major_tick_kw['label2On'])
|
||
|
|
self.set_ticks_position('left')
|
||
|
|
# if labels were turned off before this was called
|
||
|
|
# leave them off
|
||
|
|
self.set_tick_params(which='both', labelleft=label)
|
||
|
|
|
||
|
|
def get_ticks_position(self):
|
||
|
|
"""
|
||
|
|
Return the ticks position ("left", "right", "default", or "unknown").
|
||
|
|
"""
|
||
|
|
return {1: "left", 2: "right",
|
||
|
|
"default": "default", "unknown": "unknown"}[
|
||
|
|
self._get_ticks_position()]
|
||
|
|
|
||
|
|
get_view_interval, set_view_interval = _make_getset_interval(
|
||
|
|
"view", "viewLim", "intervaly")
|
||
|
|
get_data_interval, set_data_interval = _make_getset_interval(
|
||
|
|
"data", "dataLim", "intervaly")
|
||
|
|
|
||
|
|
def get_minpos(self):
|
||
|
|
return self.axes.dataLim.minposy
|
||
|
|
|
||
|
|
def set_inverted(self, inverted):
|
||
|
|
# docstring inherited
|
||
|
|
a, b = self.get_view_interval()
|
||
|
|
# cast to bool to avoid bad interaction between python 3.8 and np.bool_
|
||
|
|
self.axes.set_ylim(sorted((a, b), reverse=bool(inverted)), auto=None)
|
||
|
|
|
||
|
|
def set_default_intervals(self):
|
||
|
|
# docstring inherited
|
||
|
|
ymin, ymax = 0., 1.
|
||
|
|
dataMutated = self.axes.dataLim.mutatedy()
|
||
|
|
viewMutated = self.axes.viewLim.mutatedy()
|
||
|
|
if not dataMutated or not viewMutated:
|
||
|
|
if self.converter is not None:
|
||
|
|
info = self.converter.axisinfo(self.units, self)
|
||
|
|
if info.default_limits is not None:
|
||
|
|
valmin, valmax = info.default_limits
|
||
|
|
ymin = self.converter.convert(valmin, self.units, self)
|
||
|
|
ymax = self.converter.convert(valmax, self.units, self)
|
||
|
|
if not dataMutated:
|
||
|
|
self.axes.dataLim.intervaly = ymin, ymax
|
||
|
|
if not viewMutated:
|
||
|
|
self.axes.viewLim.intervaly = ymin, ymax
|
||
|
|
self.stale = True
|
||
|
|
|
||
|
|
def get_tick_space(self):
|
||
|
|
ends = self.axes.transAxes.transform([[0, 0], [0, 1]])
|
||
|
|
length = ((ends[1][1] - ends[0][1]) / self.axes.figure.dpi) * 72
|
||
|
|
tick = self._get_tick(True)
|
||
|
|
# Having a spacing of at least 2 just looks good.
|
||
|
|
size = tick.label1.get_size() * 2.0
|
||
|
|
if size > 0:
|
||
|
|
return int(np.floor(length / size))
|
||
|
|
else:
|
||
|
|
return 2**31 - 1
|