OwlCyberSecurity - MANAGER

Edit File: spines.py

import numpy as np

import matplotlib
from matplotlib import cbook, docstring, rcParams
from matplotlib.artist import allow_rasterization
import matplotlib.transforms as mtransforms
import matplotlib.patches as mpatches
import matplotlib.path as mpath

class Spine(mpatches.Patch):
    """an axis spine -- the line noting the data area boundaries

Spines are the lines connecting the axis tick marks and noting the
    boundaries of the data area. They can be placed at arbitrary
    positions. See function:`~matplotlib.spines.Spine.set_position`
    for more information.

The default position is ``('outward',0)``.

Spines are subclasses of class:`~matplotlib.patches.Patch`, and
    inherit much of their behavior.

Spines draw a line, a circle, or an arc depending if
    function:`~matplotlib.spines.Spine.set_patch_line`,
    function:`~matplotlib.spines.Spine.set_patch_circle`, or
    function:`~matplotlib.spines.Spine.set_patch_arc` has been called.
    Line-like is the default.

"""
    def __str__(self):
        return "Spine"

@docstring.dedent_interpd
    def __init__(self, axes, spine_type, path, **kwargs):
        """
        - *axes* : the Axes instance containing the spine
        - *spine_type* : a string specifying the spine type
        - *path* : the path instance used to draw the spine

Valid kwargs are:
        %(Patch)s
        """
        super().__init__(**kwargs)
        self.axes = axes
        self.set_figure(self.axes.figure)
        self.spine_type = spine_type
        self.set_facecolor('none')
        self.set_edgecolor(rcParams['axes.edgecolor'])
        self.set_linewidth(rcParams['axes.linewidth'])
        self.set_capstyle('projecting')
        self.axis = None

self.set_zorder(2.5)
        self.set_transform(self.axes.transData)  # default transform

self._bounds = None  # default bounds
        self._smart_bounds = False

# Defer initial position determination. (Not much support for
        # non-rectangular axes is currently implemented, and this lets
        # them pass through the spines machinery without errors.)
        self._position = None
        if not isinstance(path, matplotlib.path.Path):
            raise ValueError(
                "'path' must be an instance of 'matplotlib.path.Path'")
        self._path = path

# To support drawing both linear and circular spines, this
        # class implements Patch behavior three ways. If
        # self._patch_type == 'line', behave like a mpatches.PathPatch
        # instance. If self._patch_type == 'circle', behave like a
        # mpatches.Ellipse instance. If self._patch_type == 'arc', behave like
        # a mpatches.Arc instance.
        self._patch_type = 'line'

# Behavior copied from mpatches.Ellipse:
        # Note: This cannot be calculated until this is added to an Axes
        self._patch_transform = mtransforms.IdentityTransform()

def set_smart_bounds(self, value):
        """Set the spine and associated axis to have smart bounds."""
        self._smart_bounds = value

# also set the axis if possible
        if self.spine_type in ('left', 'right'):
            self.axes.yaxis.set_smart_bounds(value)
        elif self.spine_type in ('top', 'bottom'):
            self.axes.xaxis.set_smart_bounds(value)
        self.stale = True

def get_smart_bounds(self):
        """Return whether the spine has smart bounds."""
        return self._smart_bounds

def set_patch_arc(self, center, radius, theta1, theta2):
        """Set the spine to be arc-like."""
        self._patch_type = 'arc'
        self._center = center
        self._width = radius * 2
        self._height = radius * 2
        self._theta1 = theta1
        self._theta2 = theta2
        self._path = mpath.Path.arc(theta1, theta2)
        # arc drawn on axes transform
        self.set_transform(self.axes.transAxes)
        self.stale = True

def set_patch_circle(self, center, radius):
        """Set the spine to be circular."""
        self._patch_type = 'circle'
        self._center = center
        self._width = radius * 2
        self._height = radius * 2
        # circle drawn on axes transform
        self.set_transform(self.axes.transAxes)
        self.stale = True

def set_patch_line(self):
        """Set the spine to be linear."""
        self._patch_type = 'line'
        self.stale = True

# Behavior copied from mpatches.Ellipse:
    def _recompute_transform(self):
        """NOTE: This cannot be called until after this has been added
                 to an Axes, otherwise unit conversion will fail. This
                 makes it very important to call the accessor method and
                 not directly access the transformation member variable.
        """
        assert self._patch_type in ('arc', 'circle')
        center = (self.convert_xunits(self._center[0]),
                  self.convert_yunits(self._center[1]))
        width = self.convert_xunits(self._width)
        height = self.convert_yunits(self._height)
        self._patch_transform = mtransforms.Affine2D() \
            .scale(width * 0.5, height * 0.5) \
            .translate(*center)

def get_patch_transform(self):
        if self._patch_type in ('arc', 'circle'):
            self._recompute_transform()
            return self._patch_transform
        else:
            return super().get_patch_transform()

def get_window_extent(self, renderer=None):
        """
        Return the window extent of the spines in display space, including
        padding for ticks (but not their labels)

See Also
        --------
        matplotlib.axes.Axes.get_tightbbox
        matplotlib.axes.Axes.get_window_extent

"""
        # make sure the location is updated so that transforms etc are
        # correct:
        self._adjust_location()
        bb = super().get_window_extent(renderer=renderer)
        if self.axis is None:
            return bb
        bboxes = [bb]
        tickstocheck = [self.axis.majorTicks[0]]
        if len(self.axis.minorTicks) > 1:
            # only pad for minor ticks if there are more than one
            # of them.  There is always one...
            tickstocheck.append(self.axis.minorTicks[1])
        for tick in tickstocheck:
            bb0 = bb.frozen()
            tickl = tick._size
            tickdir = tick._tickdir
            if tickdir == 'out':
                padout = 1
                padin = 0
            elif tickdir == 'in':
                padout = 0
                padin = 1
            else:
                padout = 0.5
                padin = 0.5
            padout = padout * tickl / 72 * self.figure.dpi
            padin = padin * tickl / 72 * self.figure.dpi

if tick.tick1line.get_visible():
                if self.spine_type in ['left']:
                    bb0.x0 = bb0.x0 - padout
                    bb0.x1 = bb0.x1 + padin
                elif self.spine_type in ['bottom']:
                    bb0.y0 = bb0.y0 - padout
                    bb0.y1 = bb0.y1 + padin

if tick.tick2line.get_visible():
                if self.spine_type in ['right']:
                    bb0.x1 = bb0.x1 + padout
                    bb0.x0 = bb0.x0 - padin
                elif self.spine_type in ['top']:
                    bb0.y1 = bb0.y1 + padout
                    bb0.y0 = bb0.y0 - padout
            bboxes.append(bb0)

return mtransforms.Bbox.union(bboxes)

def get_path(self):
        return self._path

def _ensure_position_is_set(self):
        if self._position is None:
            # default position
            self._position = ('outward', 0.0)  # in points
            self.set_position(self._position)

def register_axis(self, axis):
        """Register an axis.

An axis should be registered with its corresponding spine from
        the Axes instance. This allows the spine to clear any axis
        properties when needed.
        """
        self.axis = axis
        if self.axis is not None:
            self.axis.cla()
        self.stale = True

def cla(self):
        """Clear the current spine."""
        self._position = None  # clear position
        if self.axis is not None:
            self.axis.cla()

@cbook.deprecated("3.1")
    def is_frame_like(self):
        """Return True if directly on axes frame.

This is useful for determining if a spine is the edge of an
        old style MPL plot. If so, this function will return True.
        """
        self._ensure_position_is_set()
        position = self._position
        if isinstance(position, str):
            if position == 'center':
                position = ('axes', 0.5)
            elif position == 'zero':
                position = ('data', 0)
        if len(position) != 2:
            raise ValueError("position should be 2-tuple")
        position_type, amount = position
        if position_type == 'outward' and amount == 0:
            return True
        else:
            return False

def _adjust_location(self):
        """Automatically set spine bounds to the view interval."""

if self.spine_type == 'circle':
            return

if self._bounds is None:
            if self.spine_type in ('left', 'right'):
                low, high = self.axes.viewLim.intervaly
            elif self.spine_type in ('top', 'bottom'):
                low, high = self.axes.viewLim.intervalx
            else:
                raise ValueError('unknown spine spine_type: %s' %
                                 self.spine_type)

if self._smart_bounds:
                # attempt to set bounds in sophisticated way

# handle inverted limits
                viewlim_low, viewlim_high = sorted([low, high])

if self.spine_type in ('left', 'right'):
                    datalim_low, datalim_high = self.axes.dataLim.intervaly
                    ticks = self.axes.get_yticks()
                elif self.spine_type in ('top', 'bottom'):
                    datalim_low, datalim_high = self.axes.dataLim.intervalx
                    ticks = self.axes.get_xticks()
                # handle inverted limits
                ticks = np.sort(ticks)
                datalim_low, datalim_high = sorted([datalim_low, datalim_high])

if datalim_low < viewlim_low:
                    # Data extends past view. Clip line to view.
                    low = viewlim_low
                else:
                    # Data ends before view ends.
                    cond = (ticks <= datalim_low) & (ticks >= viewlim_low)
                    tickvals = ticks[cond]
                    if len(tickvals):
                        # A tick is less than or equal to lowest data point.
                        low = tickvals[-1]
                    else:
                        # No tick is available
                        low = datalim_low
                    low = max(low, viewlim_low)

if datalim_high > viewlim_high:
                    # Data extends past view. Clip line to view.
                    high = viewlim_high
                else:
                    # Data ends before view ends.
                    cond = (ticks >= datalim_high) & (ticks <= viewlim_high)
                    tickvals = ticks[cond]
                    if len(tickvals):
                        # A tick is greater than or equal to highest data
                        # point.
                        high = tickvals[0]
                    else:
                        # No tick is available
                        high = datalim_high
                    high = min(high, viewlim_high)

else:
            low, high = self._bounds

if self._patch_type == 'arc':
            if self.spine_type in ('bottom', 'top'):
                try:
                    direction = self.axes.get_theta_direction()
                except AttributeError:
                    direction = 1
                try:
                    offset = self.axes.get_theta_offset()
                except AttributeError:
                    offset = 0
                low = low * direction + offset
                high = high * direction + offset
                if low > high:
                    low, high = high, low

self._path = mpath.Path.arc(np.rad2deg(low), np.rad2deg(high))

if self.spine_type == 'bottom':
                    rmin, rmax = self.axes.viewLim.intervaly
                    try:
                        rorigin = self.axes.get_rorigin()
                    except AttributeError:
                        rorigin = rmin
                    scaled_diameter = (rmin - rorigin) / (rmax - rorigin)
                    self._height = scaled_diameter
                    self._width = scaled_diameter

else:
                raise ValueError('unable to set bounds for spine "%s"' %
                                 self.spine_type)
        else:
            v1 = self._path.vertices
            assert v1.shape == (2, 2), 'unexpected vertices shape'
            if self.spine_type in ['left', 'right']:
                v1[0, 1] = low
                v1[1, 1] = high
            elif self.spine_type in ['bottom', 'top']:
                v1[0, 0] = low
                v1[1, 0] = high
            else:
                raise ValueError('unable to set bounds for spine "%s"' %
                                 self.spine_type)

@allow_rasterization
    def draw(self, renderer):
        self._adjust_location()
        ret = super().draw(renderer)
        self.stale = False
        return ret

def _calc_offset_transform(self):
        """Calculate the offset transform performed by the spine."""
        self._ensure_position_is_set()
        position = self._position
        if isinstance(position, str):
            if position == 'center':
                position = ('axes', 0.5)
            elif position == 'zero':
                position = ('data', 0)
        assert len(position) == 2, "position should be 2-tuple"
        position_type, amount = position
        assert position_type in ('axes', 'outward', 'data')
        if position_type == 'outward':
            if amount == 0:
                # short circuit commonest case
                self._spine_transform = ('identity',
                                         mtransforms.IdentityTransform())
            elif self.spine_type in ['left', 'right', 'top', 'bottom']:
                offset_vec = {'left': (-1, 0),
                              'right': (1, 0),
                              'bottom': (0, -1),
                              'top': (0, 1),
                              }[self.spine_type]
                # calculate x and y offset in dots
                offset_x = amount * offset_vec[0] / 72.0
                offset_y = amount * offset_vec[1] / 72.0
                self._spine_transform = ('post',
                                         mtransforms.ScaledTranslation(
                                             offset_x,
                                             offset_y,
                                             self.figure.dpi_scale_trans))
            else:
                cbook._warn_external('unknown spine type "%s": no spine '
                                     'offset performed' % self.spine_type)
                self._spine_transform = ('identity',
                                         mtransforms.IdentityTransform())
        elif position_type == 'axes':
            if self.spine_type in ('left', 'right'):
                self._spine_transform = ('pre',
                                         mtransforms.Affine2D.from_values(
                                             # keep y unchanged, fix x at
                                             # amount
                                             0, 0, 0, 1, amount, 0))
            elif self.spine_type in ('bottom', 'top'):
                self._spine_transform = ('pre',
                                         mtransforms.Affine2D.from_values(
                                             # keep x unchanged, fix y at
                                             # amount
                                             1, 0, 0, 0, 0, amount))
            else:
                cbook._warn_external('unknown spine type "%s": no spine '
                                     'offset performed' % self.spine_type)
                self._spine_transform = ('identity',
                                         mtransforms.IdentityTransform())
        elif position_type == 'data':
            if self.spine_type in ('right', 'top'):
                # The right and top spines have a default position of 1 in
                # axes coordinates.  When specifying the position in data
                # coordinates, we need to calculate the position relative to 0.
                amount -= 1
            if self.spine_type in ('left', 'right'):
                self._spine_transform = ('data',
                                         mtransforms.Affine2D().translate(
                                             amount, 0))
            elif self.spine_type in ('bottom', 'top'):
                self._spine_transform = ('data',
                                         mtransforms.Affine2D().translate(
                                             0, amount))
            else:
                cbook._warn_external('unknown spine type "%s": no spine '
                                     'offset performed' % self.spine_type)
                self._spine_transform = ('identity',
                                         mtransforms.IdentityTransform())

def set_position(self, position):
        """Set the position of the spine.

Spine position is specified by a 2 tuple of (position type,
        amount). The position types are:

* 'outward' : place the spine out from the data area by the
          specified number of points. (Negative values specify placing the
          spine inward.)

* 'axes' : place the spine at the specified Axes coordinate (from
          0.0-1.0).

* 'data' : place the spine at the specified data coordinate.

Additionally, shorthand notations define a special positions:

* 'center' -> ('axes',0.5)
        * 'zero' -> ('data', 0.0)

"""
        if position in ('center', 'zero'):
            # special positions
            pass
        else:
            if len(position) != 2:
                raise ValueError("position should be 'center' or 2-tuple")
            if position[0] not in ['outward', 'axes', 'data']:
                raise ValueError("position[0] should be one of 'outward', "
                                 "'axes', or 'data' ")
        self._position = position
        self._calc_offset_transform()

self.set_transform(self.get_spine_transform())

if self.axis is not None:
            self.axis.reset_ticks()
        self.stale = True

def get_position(self):
        """Return the spine position."""
        self._ensure_position_is_set()
        return self._position

def get_spine_transform(self):
        """Return the spine transform."""
        self._ensure_position_is_set()
        what, how = self._spine_transform

if what == 'data':
            # special case data based spine locations
            data_xform = self.axes.transScale + \
                (how + self.axes.transLimits + self.axes.transAxes)
            if self.spine_type in ['left', 'right']:
                result = mtransforms.blended_transform_factory(
                    data_xform, self.axes.transData)
            elif self.spine_type in ['top', 'bottom']:
                result = mtransforms.blended_transform_factory(
                    self.axes.transData, data_xform)
            else:
                raise ValueError('unknown spine spine_type: %s' %
                                 self.spine_type)
            return result

if self.spine_type in ['left', 'right']:
            base_transform = self.axes.get_yaxis_transform(which='grid')
        elif self.spine_type in ['top', 'bottom']:
            base_transform = self.axes.get_xaxis_transform(which='grid')
        else:
            raise ValueError('unknown spine spine_type: %s' %
                             self.spine_type)

if what == 'identity':
            return base_transform
        elif what == 'post':
            return base_transform + how
        elif what == 'pre':
            return how + base_transform
        else:
            raise ValueError("unknown spine_transform type: %s" % what)

def set_bounds(self, low, high):
        """Set the bounds of the spine."""
        if self.spine_type == 'circle':
            raise ValueError(
                'set_bounds() method incompatible with circular spines')
        self._bounds = (low, high)
        self.stale = True

def get_bounds(self):
        """Get the bounds of the spine."""
        return self._bounds

@classmethod
    def linear_spine(cls, axes, spine_type, **kwargs):
        """
        (staticmethod) Returns a linear :class:`Spine`.
        """
        # all values of 0.999 get replaced upon call to set_bounds()
        if spine_type == 'left':
            path = mpath.Path([(0.0, 0.999), (0.0, 0.999)])
        elif spine_type == 'right':
            path = mpath.Path([(1.0, 0.999), (1.0, 0.999)])
        elif spine_type == 'bottom':
            path = mpath.Path([(0.999, 0.0), (0.999, 0.0)])
        elif spine_type == 'top':
            path = mpath.Path([(0.999, 1.0), (0.999, 1.0)])
        else:
            raise ValueError('unable to make path for spine "%s"' % spine_type)
        result = cls(axes, spine_type, path, **kwargs)
        result.set_visible(rcParams['axes.spines.{0}'.format(spine_type)])

return result

@classmethod
    def arc_spine(cls, axes, spine_type, center, radius, theta1, theta2,
                  **kwargs):
        """
        (classmethod) Returns an arc :class:`Spine`.
        """
        path = mpath.Path.arc(theta1, theta2)
        result = cls(axes, spine_type, path, **kwargs)
        result.set_patch_arc(center, radius, theta1, theta2)
        return result

@classmethod
    def circular_spine(cls, axes, center, radius, **kwargs):
        """
        (staticmethod) Returns a circular :class:`Spine`.
        """
        path = mpath.Path.unit_circle()
        spine_type = 'circle'
        result = cls(axes, spine_type, path, **kwargs)
        result.set_patch_circle(center, radius)
        return result

def set_color(self, c):
        """
        Set the edgecolor.

Parameters
        ----------
        c : color

Notes
        -----
        This method does not modify the facecolor (which defaults to "none"),
        unlike the `Patch.set_color` method defined in the parent class.  Use
        `Patch.set_facecolor` to set the facecolor.
        """
        self.set_edgecolor(c)
        self.stale = True