EVOLUTION-MANAGER

Edit File: inset_locator.py

""" A collection of functions and objects for creating or placing inset axes. """ from matplotlib import cbook, docstring from matplotlib.offsetbox import AnchoredOffsetbox from matplotlib.patches import Patch, Rectangle from matplotlib.path import Path from matplotlib.transforms import Bbox, BboxTransformTo from matplotlib.transforms import IdentityTransform, TransformedBbox from . import axes_size as Size from .parasite_axes import HostAxes class InsetPosition: @docstring.dedent_interpd def __init__(self, parent, lbwh): """ An object for positioning an inset axes. This is created by specifying the normalized coordinates in the axes, instead of the figure. Parameters ---------- parent : `matplotlib.axes.Axes` Axes to use for normalizing coordinates. lbwh : iterable of four floats The left edge, bottom edge, width, and height of the inset axes, in units of the normalized coordinate of the *parent* axes. See Also -------- :meth:`matplotlib.axes.Axes.set_axes_locator` Examples -------- The following bounds the inset axes to a box with 20%% of the parent axes's height and 40%% of the width. The size of the axes specified ([0, 0, 1, 1]) ensures that the axes completely fills the bounding box: >>> parent_axes = plt.gca() >>> ax_ins = plt.axes([0, 0, 1, 1]) >>> ip = InsetPosition(ax, [0.5, 0.1, 0.4, 0.2]) >>> ax_ins.set_axes_locator(ip) """ self.parent = parent self.lbwh = lbwh def __call__(self, ax, renderer): bbox_parent = self.parent.get_position(original=False) trans = BboxTransformTo(bbox_parent) bbox_inset = Bbox.from_bounds(*self.lbwh) bb = TransformedBbox(bbox_inset, trans) return bb class AnchoredLocatorBase(AnchoredOffsetbox): def __init__(self, bbox_to_anchor, offsetbox, loc, borderpad=0.5, bbox_transform=None): super().__init__( loc, pad=0., child=None, borderpad=borderpad, bbox_to_anchor=bbox_to_anchor, bbox_transform=bbox_transform ) def draw(self, renderer): raise RuntimeError("No draw method should be called") def __call__(self, ax, renderer): self.axes = ax fontsize = renderer.points_to_pixels(self.prop.get_size_in_points()) self._update_offset_func(renderer, fontsize) width, height, xdescent, ydescent = self.get_extent(renderer) px, py = self.get_offset(width, height, 0, 0, renderer) bbox_canvas = Bbox.from_bounds(px, py, width, height) tr = ax.figure.transFigure.inverted() bb = TransformedBbox(bbox_canvas, tr) return bb class AnchoredSizeLocator(AnchoredLocatorBase): def __init__(self, bbox_to_anchor, x_size, y_size, loc, borderpad=0.5, bbox_transform=None): super().__init__( bbox_to_anchor, None, loc, borderpad=borderpad, bbox_transform=bbox_transform ) self.x_size = Size.from_any(x_size) self.y_size = Size.from_any(y_size) def get_extent(self, renderer): bbox = self.get_bbox_to_anchor() dpi = renderer.points_to_pixels(72.) r, a = self.x_size.get_size(renderer) width = bbox.width * r + a * dpi r, a = self.y_size.get_size(renderer) height = bbox.height * r + a * dpi xd, yd = 0, 0 fontsize = renderer.points_to_pixels(self.prop.get_size_in_points()) pad = self.pad * fontsize return width + 2 * pad, height + 2 * pad, xd + pad, yd + pad class AnchoredZoomLocator(AnchoredLocatorBase): def __init__(self, parent_axes, zoom, loc, borderpad=0.5, bbox_to_anchor=None, bbox_transform=None): self.parent_axes = parent_axes self.zoom = zoom if bbox_to_anchor is None: bbox_to_anchor = parent_axes.bbox super().__init__( bbox_to_anchor, None, loc, borderpad=borderpad, bbox_transform=bbox_transform) def get_extent(self, renderer): bb = TransformedBbox(self.axes.viewLim, self.parent_axes.transData) fontsize = renderer.points_to_pixels(self.prop.get_size_in_points()) pad = self.pad * fontsize return (abs(bb.width * self.zoom) + 2 * pad, abs(bb.height * self.zoom) + 2 * pad, pad, pad) class BboxPatch(Patch): @docstring.dedent_interpd def __init__(self, bbox, **kwargs): """ Patch showing the shape bounded by a Bbox. Parameters ---------- bbox : `matplotlib.transforms.Bbox` Bbox to use for the extents of this patch. **kwargs Patch properties. Valid arguments include: %(Patch)s """ if "transform" in kwargs: raise ValueError("transform should not be set") kwargs["transform"] = IdentityTransform() Patch.__init__(self, **kwargs) self.bbox = bbox def get_path(self): # docstring inherited x0, y0, x1, y1 = self.bbox.extents return Path([(x0, y0), (x1, y0), (x1, y1), (x0, y1), (x0, y0)], closed=True) class BboxConnector(Patch): @staticmethod def get_bbox_edge_pos(bbox, loc): """ Helper function to obtain the location of a corner of a bbox Parameters ---------- bbox : `matplotlib.transforms.Bbox` loc : {1, 2, 3, 4} Corner of *bbox*. Valid values are:: 'upper right' : 1, 'upper left' : 2, 'lower left' : 3, 'lower right' : 4 Returns ------- x, y : float Coordinates of the corner specified by *loc*. """ x0, y0, x1, y1 = bbox.extents if loc == 1: return x1, y1 elif loc == 2: return x0, y1 elif loc == 3: return x0, y0 elif loc == 4: return x1, y0 @staticmethod def connect_bbox(bbox1, bbox2, loc1, loc2=None): """ Helper function to obtain a Path from one bbox to another. Parameters ---------- bbox1, bbox2 : `matplotlib.transforms.Bbox` Bounding boxes to connect. loc1 : {1, 2, 3, 4} Corner of *bbox1* to use. Valid values are:: 'upper right' : 1, 'upper left' : 2, 'lower left' : 3, 'lower right' : 4 loc2 : {1, 2, 3, 4}, optional Corner of *bbox2* to use. If None, defaults to *loc1*. Valid values are:: 'upper right' : 1, 'upper left' : 2, 'lower left' : 3, 'lower right' : 4 Returns ------- path : `matplotlib.path.Path` A line segment from the *loc1* corner of *bbox1* to the *loc2* corner of *bbox2*. """ if isinstance(bbox1, Rectangle): bbox1 = TransformedBbox(Bbox.unit(), bbox1.get_transform()) if isinstance(bbox2, Rectangle): bbox2 = TransformedBbox(Bbox.unit(), bbox2.get_transform()) if loc2 is None: loc2 = loc1 x1, y1 = BboxConnector.get_bbox_edge_pos(bbox1, loc1) x2, y2 = BboxConnector.get_bbox_edge_pos(bbox2, loc2) return Path([[x1, y1], [x2, y2]]) @docstring.dedent_interpd def __init__(self, bbox1, bbox2, loc1, loc2=None, **kwargs): """ Connect two bboxes with a straight line. Parameters ---------- bbox1, bbox2 : `matplotlib.transforms.Bbox` Bounding boxes to connect. loc1 : {1, 2, 3, 4} Corner of *bbox1* to draw the line. Valid values are:: 'upper right' : 1, 'upper left' : 2, 'lower left' : 3, 'lower right' : 4 loc2 : {1, 2, 3, 4}, optional Corner of *bbox2* to draw the line. If None, defaults to *loc1*. Valid values are:: 'upper right' : 1, 'upper left' : 2, 'lower left' : 3, 'lower right' : 4 **kwargs Patch properties for the line drawn. Valid arguments include: %(Patch)s """ if "transform" in kwargs: raise ValueError("transform should not be set") kwargs["transform"] = IdentityTransform() if 'fill' in kwargs: Patch.__init__(self, **kwargs) else: fill = bool({'fc', 'facecolor', 'color'}.intersection(kwargs)) Patch.__init__(self, fill=fill, **kwargs) self.bbox1 = bbox1 self.bbox2 = bbox2 self.loc1 = loc1 self.loc2 = loc2 def get_path(self): # docstring inherited return self.connect_bbox(self.bbox1, self.bbox2, self.loc1, self.loc2) class BboxConnectorPatch(BboxConnector): @docstring.dedent_interpd def __init__(self, bbox1, bbox2, loc1a, loc2a, loc1b, loc2b, **kwargs): """ Connect two bboxes with a quadrilateral. The quadrilateral is specified by two lines that start and end at corners of the bboxes. The four sides of the quadrilateral are defined by the two lines given, the line between the two corners specified in *bbox1* and the line between the two corners specified in *bbox2*. Parameters ---------- bbox1, bbox2 : `matplotlib.transforms.Bbox` Bounding boxes to connect. loc1a, loc2a : {1, 2, 3, 4} Corners of *bbox1* and *bbox2* to draw the first line. Valid values are:: 'upper right' : 1, 'upper left' : 2, 'lower left' : 3, 'lower right' : 4 loc1b, loc2b : {1, 2, 3, 4} Corners of *bbox1* and *bbox2* to draw the second line. Valid values are:: 'upper right' : 1, 'upper left' : 2, 'lower left' : 3, 'lower right' : 4 **kwargs Patch properties for the line drawn: %(Patch)s """ if "transform" in kwargs: raise ValueError("transform should not be set") BboxConnector.__init__(self, bbox1, bbox2, loc1a, loc2a, **kwargs) self.loc1b = loc1b self.loc2b = loc2b def get_path(self): # docstring inherited path1 = self.connect_bbox(self.bbox1, self.bbox2, self.loc1, self.loc2) path2 = self.connect_bbox(self.bbox2, self.bbox1, self.loc2b, self.loc1b) path_merged = [*path1.vertices, *path2.vertices, path1.vertices[0]] return Path(path_merged) def _add_inset_axes(parent_axes, inset_axes): """Helper function to add an inset axes and disable navigation in it""" parent_axes.figure.add_axes(inset_axes) inset_axes.set_navigate(False) @docstring.dedent_interpd def inset_axes(parent_axes, width, height, loc='upper right', bbox_to_anchor=None, bbox_transform=None, axes_class=None, axes_kwargs=None, borderpad=0.5): """ Create an inset axes with a given width and height. Both sizes used can be specified either in inches or percentage. For example,:: inset_axes(parent_axes, width='40%%', height='30%%', loc=3) creates in inset axes in the lower left corner of *parent_axes* which spans over 30%% in height and 40%% in width of the *parent_axes*. Since the usage of `.inset_axes` may become slightly tricky when exceeding such standard cases, it is recommended to read :doc:`the examples </gallery/axes_grid1/inset_locator_demo>`. Notes ----- The meaning of *bbox_to_anchor* and *bbox_to_transform* is interpreted differently from that of legend. The value of bbox_to_anchor (or the return value of its get_points method; the default is *parent_axes.bbox*) is transformed by the bbox_transform (the default is Identity transform) and then interpreted as points in the pixel coordinate (which is dpi dependent). Thus, following three calls are identical and creates an inset axes with respect to the *parent_axes*:: axins = inset_axes(parent_axes, "30%%", "40%%") axins = inset_axes(parent_axes, "30%%", "40%%", bbox_to_anchor=parent_axes.bbox) axins = inset_axes(parent_axes, "30%%", "40%%", bbox_to_anchor=(0, 0, 1, 1), bbox_transform=parent_axes.transAxes) Parameters ---------- parent_axes : `matplotlib.axes.Axes` Axes to place the inset axes. width, height : float or str Size of the inset axes to create. If a float is provided, it is the size in inches, e.g. *width=1.3*. If a string is provided, it is the size in relative units, e.g. *width='40%%'*. By default, i.e. if neither *bbox_to_anchor* nor *bbox_transform* are specified, those are relative to the parent_axes. Otherwise they are to be understood relative to the bounding box provided via *bbox_to_anchor*. loc : int or str, default: 1 Location to place the inset axes. The valid locations are:: 'upper right' : 1, 'upper left' : 2, 'lower left' : 3, 'lower right' : 4, 'right' : 5, 'center left' : 6, 'center right' : 7, 'lower center' : 8, 'upper center' : 9, 'center' : 10 bbox_to_anchor : tuple or `matplotlib.transforms.BboxBase`, optional Bbox that the inset axes will be anchored to. If None, a tuple of (0, 0, 1, 1) is used if *bbox_transform* is set to *parent_axes.transAxes* or *parent_axes.figure.transFigure*. Otherwise, *parent_axes.bbox* is used. If a tuple, can be either [left, bottom, width, height], or [left, bottom]. If the kwargs *width* and/or *height* are specified in relative units, the 2-tuple [left, bottom] cannot be used. Note that, unless *bbox_transform* is set, the units of the bounding box are interpreted in the pixel coordinate. When using *bbox_to_anchor* with tuple, it almost always makes sense to also specify a *bbox_transform*. This might often be the axes transform *parent_axes.transAxes*. bbox_transform : `matplotlib.transforms.Transform`, optional Transformation for the bbox that contains the inset axes. If None, a `.transforms.IdentityTransform` is used. The value of *bbox_to_anchor* (or the return value of its get_points method) is transformed by the *bbox_transform* and then interpreted as points in the pixel coordinate (which is dpi dependent). You may provide *bbox_to_anchor* in some normalized coordinate, and give an appropriate transform (e.g., *parent_axes.transAxes*). axes_class : `matplotlib.axes.Axes` type, optional If specified, the inset axes created will be created with this class's constructor. axes_kwargs : dict, optional Keyworded arguments to pass to the constructor of the inset axes. Valid arguments include: %(Axes)s borderpad : float, default: 0.5 Padding between inset axes and the bbox_to_anchor. The units are axes font size, i.e. for a default font size of 10 points *borderpad = 0.5* is equivalent to a padding of 5 points. Returns ------- inset_axes : *axes_class* Inset axes object created. """ if axes_class is None: axes_class = HostAxes if axes_kwargs is None: inset_axes = axes_class(parent_axes.figure, parent_axes.get_position()) else: inset_axes = axes_class(parent_axes.figure, parent_axes.get_position(), **axes_kwargs) if bbox_transform in [parent_axes.transAxes, parent_axes.figure.transFigure]: if bbox_to_anchor is None: cbook._warn_external("Using the axes or figure transform " "requires a bounding box in the respective " "coordinates. " "Using bbox_to_anchor=(0, 0, 1, 1) now.") bbox_to_anchor = (0, 0, 1, 1) if bbox_to_anchor is None: bbox_to_anchor = parent_axes.bbox if (isinstance(bbox_to_anchor, tuple) and (isinstance(width, str) or isinstance(height, str))): if len(bbox_to_anchor) != 4: raise ValueError("Using relative units for width or height " "requires to provide a 4-tuple or a " "`Bbox` instance to `bbox_to_anchor.") axes_locator = AnchoredSizeLocator(bbox_to_anchor, width, height, loc=loc, bbox_transform=bbox_transform, borderpad=borderpad) inset_axes.set_axes_locator(axes_locator) _add_inset_axes(parent_axes, inset_axes) return inset_axes @docstring.dedent_interpd def zoomed_inset_axes(parent_axes, zoom, loc='upper right', bbox_to_anchor=None, bbox_transform=None, axes_class=None, axes_kwargs=None, borderpad=0.5): """ Create an anchored inset axes by scaling a parent axes. For usage, also see :doc:`the examples </gallery/axes_grid1/inset_locator_demo2>`. Parameters ---------- parent_axes : `matplotlib.axes.Axes` Axes to place the inset axes. zoom : float Scaling factor of the data axes. *zoom* > 1 will enlargen the coordinates (i.e., "zoomed in"), while *zoom* < 1 will shrink the coordinates (i.e., "zoomed out"). loc : int or str, default: 'upper right' Location to place the inset axes. The valid locations are:: 'upper right' : 1, 'upper left' : 2, 'lower left' : 3, 'lower right' : 4, 'right' : 5, 'center left' : 6, 'center right' : 7, 'lower center' : 8, 'upper center' : 9, 'center' : 10 bbox_to_anchor : tuple or `matplotlib.transforms.BboxBase`, optional Bbox that the inset axes will be anchored to. If None, *parent_axes.bbox* is used. If a tuple, can be either [left, bottom, width, height], or [left, bottom]. If the kwargs *width* and/or *height* are specified in relative units, the 2-tuple [left, bottom] cannot be used. Note that the units of the bounding box are determined through the transform in use. When using *bbox_to_anchor* it almost always makes sense to also specify a *bbox_transform*. This might often be the axes transform *parent_axes.transAxes*. bbox_transform : `matplotlib.transforms.Transform`, optional Transformation for the bbox that contains the inset axes. If None, a `.transforms.IdentityTransform` is used (i.e. pixel coordinates). This is useful when not providing any argument to *bbox_to_anchor*. When using *bbox_to_anchor* it almost always makes sense to also specify a *bbox_transform*. This might often be the axes transform *parent_axes.transAxes*. Inversely, when specifying the axes- or figure-transform here, be aware that not specifying *bbox_to_anchor* will use *parent_axes.bbox*, the units of which are in display (pixel) coordinates. axes_class : `matplotlib.axes.Axes` type, optional If specified, the inset axes created will be created with this class's constructor. axes_kwargs : dict, optional Keyworded arguments to pass to the constructor of the inset axes. Valid arguments include: %(Axes)s borderpad : float, default: 0.5 Padding between inset axes and the bbox_to_anchor. The units are axes font size, i.e. for a default font size of 10 points *borderpad = 0.5* is equivalent to a padding of 5 points. Returns ------- inset_axes : *axes_class* Inset axes object created. """ if axes_class is None: axes_class = HostAxes if axes_kwargs is None: inset_axes = axes_class(parent_axes.figure, parent_axes.get_position()) else: inset_axes = axes_class(parent_axes.figure, parent_axes.get_position(), **axes_kwargs) axes_locator = AnchoredZoomLocator(parent_axes, zoom=zoom, loc=loc, bbox_to_anchor=bbox_to_anchor, bbox_transform=bbox_transform, borderpad=borderpad) inset_axes.set_axes_locator(axes_locator) _add_inset_axes(parent_axes, inset_axes) return inset_axes @docstring.dedent_interpd def mark_inset(parent_axes, inset_axes, loc1, loc2, **kwargs): """ Draw a box to mark the location of an area represented by an inset axes. This function draws a box in *parent_axes* at the bounding box of *inset_axes*, and shows a connection with the inset axes by drawing lines at the corners, giving a "zoomed in" effect. Parameters ---------- parent_axes : `matplotlib.axes.Axes` Axes which contains the area of the inset axes. inset_axes : `matplotlib.axes.Axes` The inset axes. loc1, loc2 : {1, 2, 3, 4} Corners to use for connecting the inset axes and the area in the parent axes. **kwargs Patch properties for the lines and box drawn: %(Patch)s Returns ------- pp : `matplotlib.patches.Patch` The patch drawn to represent the area of the inset axes. p1, p2 : `matplotlib.patches.Patch` The patches connecting two corners of the inset axes and its area. """ rect = TransformedBbox(inset_axes.viewLim, parent_axes.transData) if 'fill' in kwargs: pp = BboxPatch(rect, **kwargs) else: fill = bool({'fc', 'facecolor', 'color'}.intersection(kwargs)) pp = BboxPatch(rect, fill=fill, **kwargs) parent_axes.add_patch(pp) p1 = BboxConnector(inset_axes.bbox, rect, loc1=loc1, **kwargs) inset_axes.add_patch(p1) p1.set_clip_on(False) p2 = BboxConnector(inset_axes.bbox, rect, loc1=loc2, **kwargs) inset_axes.add_patch(p2) p2.set_clip_on(False) return pp, p1, p2