| | """ |
| | Axislines includes modified implementation of the Axes class. The |
| | biggest difference is that the artists responsible for drawing the axis spine, |
| | ticks, ticklabels and axis labels are separated out from Matplotlib's Axis |
| | class. Originally, this change was motivated to support curvilinear |
| | grid. Here are a few reasons that I came up with a new axes class: |
| | |
| | * "top" and "bottom" x-axis (or "left" and "right" y-axis) can have |
| | different ticks (tick locations and labels). This is not possible |
| | with the current Matplotlib, although some twin axes trick can help. |
| | |
| | * Curvilinear grid. |
| | |
| | * angled ticks. |
| | |
| | In the new axes class, xaxis and yaxis is set to not visible by |
| | default, and new set of artist (AxisArtist) are defined to draw axis |
| | line, ticks, ticklabels and axis label. Axes.axis attribute serves as |
| | a dictionary of these artists, i.e., ax.axis["left"] is a AxisArtist |
| | instance responsible to draw left y-axis. The default Axes.axis contains |
| | "bottom", "left", "top" and "right". |
| | |
| | AxisArtist can be considered as a container artist and has the following |
| | children artists which will draw ticks, labels, etc. |
| | |
| | * line |
| | * major_ticks, major_ticklabels |
| | * minor_ticks, minor_ticklabels |
| | * offsetText |
| | * label |
| | |
| | Note that these are separate artists from `matplotlib.axis.Axis`, thus most |
| | tick-related functions in Matplotlib won't work. For example, color and |
| | markerwidth of the ``ax.axis["bottom"].major_ticks`` will follow those of |
| | Axes.xaxis unless explicitly specified. |
| | |
| | In addition to AxisArtist, the Axes will have *gridlines* attribute, |
| | which obviously draws grid lines. The gridlines needs to be separated |
| | from the axis as some gridlines can never pass any axis. |
| | """ |
| |
|
| | import numpy as np |
| |
|
| | import matplotlib as mpl |
| | from matplotlib import _api |
| | import matplotlib.axes as maxes |
| | from matplotlib.path import Path |
| | from mpl_toolkits.axes_grid1 import mpl_axes |
| | from .axisline_style import AxislineStyle |
| | from .axis_artist import AxisArtist, GridlinesCollection |
| |
|
| |
|
| | class _AxisArtistHelperBase: |
| | """ |
| | Base class for axis helper. |
| | |
| | Subclasses should define the methods listed below. The *axes* |
| | argument will be the ``.axes`` attribute of the caller artist. :: |
| | |
| | # Construct the spine. |
| | |
| | def get_line_transform(self, axes): |
| | return transform |
| | |
| | def get_line(self, axes): |
| | return path |
| | |
| | # Construct the label. |
| | |
| | def get_axislabel_transform(self, axes): |
| | return transform |
| | |
| | def get_axislabel_pos_angle(self, axes): |
| | return (x, y), angle |
| | |
| | # Construct the ticks. |
| | |
| | def get_tick_transform(self, axes): |
| | return transform |
| | |
| | def get_tick_iterators(self, axes): |
| | # A pair of iterables (one for major ticks, one for minor ticks) |
| | # that yield (tick_position, tick_angle, tick_label). |
| | return iter_major, iter_minor |
| | """ |
| |
|
| | def update_lim(self, axes): |
| | pass |
| |
|
| | def _to_xy(self, values, const): |
| | """ |
| | Create a (*values.shape, 2)-shape array representing (x, y) pairs. |
| | |
| | The other coordinate is filled with the constant *const*. |
| | |
| | Example:: |
| | |
| | >>> self.nth_coord = 0 |
| | >>> self._to_xy([1, 2, 3], const=0) |
| | array([[1, 0], |
| | [2, 0], |
| | [3, 0]]) |
| | """ |
| | if self.nth_coord == 0: |
| | return np.stack(np.broadcast_arrays(values, const), axis=-1) |
| | elif self.nth_coord == 1: |
| | return np.stack(np.broadcast_arrays(const, values), axis=-1) |
| | else: |
| | raise ValueError("Unexpected nth_coord") |
| |
|
| |
|
| | class _FixedAxisArtistHelperBase(_AxisArtistHelperBase): |
| | """Helper class for a fixed (in the axes coordinate) axis.""" |
| |
|
| | passthru_pt = _api.deprecated("3.7")(property( |
| | lambda self: {"left": (0, 0), "right": (1, 0), |
| | "bottom": (0, 0), "top": (0, 1)}[self._loc])) |
| |
|
| | def __init__(self, loc, nth_coord=None): |
| | """``nth_coord = 0``: x-axis; ``nth_coord = 1``: y-axis.""" |
| | self.nth_coord = ( |
| | nth_coord if nth_coord is not None else |
| | _api.check_getitem( |
| | {"bottom": 0, "top": 0, "left": 1, "right": 1}, loc=loc)) |
| | if (nth_coord == 0 and loc not in ["left", "right"] |
| | or nth_coord == 1 and loc not in ["bottom", "top"]): |
| | _api.warn_deprecated( |
| | "3.7", message=f"{loc=!r} is incompatible with " |
| | "{nth_coord=}; support is deprecated since %(since)s") |
| | self._loc = loc |
| | self._pos = {"bottom": 0, "top": 1, "left": 0, "right": 1}[loc] |
| | super().__init__() |
| | |
| | self._path = Path(self._to_xy((0, 1), const=self._pos)) |
| |
|
| | def get_nth_coord(self): |
| | return self.nth_coord |
| |
|
| | |
| |
|
| | def get_line(self, axes): |
| | return self._path |
| |
|
| | def get_line_transform(self, axes): |
| | return axes.transAxes |
| |
|
| | |
| |
|
| | def get_axislabel_transform(self, axes): |
| | return axes.transAxes |
| |
|
| | def get_axislabel_pos_angle(self, axes): |
| | """ |
| | Return the label reference position in transAxes. |
| | |
| | get_label_transform() returns a transform of (transAxes+offset) |
| | """ |
| | return dict(left=((0., 0.5), 90), |
| | right=((1., 0.5), 90), |
| | bottom=((0.5, 0.), 0), |
| | top=((0.5, 1.), 0))[self._loc] |
| |
|
| | |
| |
|
| | def get_tick_transform(self, axes): |
| | return [axes.get_xaxis_transform(), |
| | axes.get_yaxis_transform()][self.nth_coord] |
| |
|
| |
|
| | class _FloatingAxisArtistHelperBase(_AxisArtistHelperBase): |
| |
|
| | def __init__(self, nth_coord, value): |
| | self.nth_coord = nth_coord |
| | self._value = value |
| | super().__init__() |
| |
|
| | def get_nth_coord(self): |
| | return self.nth_coord |
| |
|
| | def get_line(self, axes): |
| | raise RuntimeError( |
| | "get_line method should be defined by the derived class") |
| |
|
| |
|
| | class FixedAxisArtistHelperRectilinear(_FixedAxisArtistHelperBase): |
| |
|
| | def __init__(self, axes, loc, nth_coord=None): |
| | """ |
| | nth_coord = along which coordinate value varies |
| | in 2D, nth_coord = 0 -> x axis, nth_coord = 1 -> y axis |
| | """ |
| | super().__init__(loc, nth_coord) |
| | self.axis = [axes.xaxis, axes.yaxis][self.nth_coord] |
| |
|
| | |
| |
|
| | def get_tick_iterators(self, axes): |
| | """tick_loc, tick_angle, tick_label""" |
| | if self._loc in ["bottom", "top"]: |
| | angle_normal, angle_tangent = 90, 0 |
| | else: |
| | angle_normal, angle_tangent = 0, 90 |
| |
|
| | major = self.axis.major |
| | major_locs = major.locator() |
| | major_labels = major.formatter.format_ticks(major_locs) |
| |
|
| | minor = self.axis.minor |
| | minor_locs = minor.locator() |
| | minor_labels = minor.formatter.format_ticks(minor_locs) |
| |
|
| | tick_to_axes = self.get_tick_transform(axes) - axes.transAxes |
| |
|
| | def _f(locs, labels): |
| | for loc, label in zip(locs, labels): |
| | c = self._to_xy(loc, const=self._pos) |
| | |
| | c2 = tick_to_axes.transform(c) |
| | if mpl.transforms._interval_contains_close( |
| | (0, 1), c2[self.nth_coord]): |
| | yield c, angle_normal, angle_tangent, label |
| |
|
| | return _f(major_locs, major_labels), _f(minor_locs, minor_labels) |
| |
|
| |
|
| | class FloatingAxisArtistHelperRectilinear(_FloatingAxisArtistHelperBase): |
| |
|
| | def __init__(self, axes, nth_coord, |
| | passingthrough_point, axis_direction="bottom"): |
| | super().__init__(nth_coord, passingthrough_point) |
| | self._axis_direction = axis_direction |
| | self.axis = [axes.xaxis, axes.yaxis][self.nth_coord] |
| |
|
| | def get_line(self, axes): |
| | fixed_coord = 1 - self.nth_coord |
| | data_to_axes = axes.transData - axes.transAxes |
| | p = data_to_axes.transform([self._value, self._value]) |
| | return Path(self._to_xy((0, 1), const=p[fixed_coord])) |
| |
|
| | def get_line_transform(self, axes): |
| | return axes.transAxes |
| |
|
| | def get_axislabel_transform(self, axes): |
| | return axes.transAxes |
| |
|
| | def get_axislabel_pos_angle(self, axes): |
| | """ |
| | Return the label reference position in transAxes. |
| | |
| | get_label_transform() returns a transform of (transAxes+offset) |
| | """ |
| | angle = [0, 90][self.nth_coord] |
| | fixed_coord = 1 - self.nth_coord |
| | data_to_axes = axes.transData - axes.transAxes |
| | p = data_to_axes.transform([self._value, self._value]) |
| | verts = self._to_xy(0.5, const=p[fixed_coord]) |
| | if 0 <= verts[fixed_coord] <= 1: |
| | return verts, angle |
| | else: |
| | return None, None |
| |
|
| | def get_tick_transform(self, axes): |
| | return axes.transData |
| |
|
| | def get_tick_iterators(self, axes): |
| | """tick_loc, tick_angle, tick_label""" |
| | if self.nth_coord == 0: |
| | angle_normal, angle_tangent = 90, 0 |
| | else: |
| | angle_normal, angle_tangent = 0, 90 |
| |
|
| | major = self.axis.major |
| | major_locs = major.locator() |
| | major_labels = major.formatter.format_ticks(major_locs) |
| |
|
| | minor = self.axis.minor |
| | minor_locs = minor.locator() |
| | minor_labels = minor.formatter.format_ticks(minor_locs) |
| |
|
| | data_to_axes = axes.transData - axes.transAxes |
| |
|
| | def _f(locs, labels): |
| | for loc, label in zip(locs, labels): |
| | c = self._to_xy(loc, const=self._value) |
| | c1, c2 = data_to_axes.transform(c) |
| | if 0 <= c1 <= 1 and 0 <= c2 <= 1: |
| | yield c, angle_normal, angle_tangent, label |
| |
|
| | return _f(major_locs, major_labels), _f(minor_locs, minor_labels) |
| |
|
| |
|
| | class AxisArtistHelper: |
| | Fixed = _FixedAxisArtistHelperBase |
| | Floating = _FloatingAxisArtistHelperBase |
| |
|
| |
|
| | class AxisArtistHelperRectlinear: |
| | Fixed = FixedAxisArtistHelperRectilinear |
| | Floating = FloatingAxisArtistHelperRectilinear |
| |
|
| |
|
| | class GridHelperBase: |
| |
|
| | def __init__(self): |
| | self._old_limits = None |
| | super().__init__() |
| |
|
| | def update_lim(self, axes): |
| | x1, x2 = axes.get_xlim() |
| | y1, y2 = axes.get_ylim() |
| | if self._old_limits != (x1, x2, y1, y2): |
| | self._update_grid(x1, y1, x2, y2) |
| | self._old_limits = (x1, x2, y1, y2) |
| |
|
| | def _update_grid(self, x1, y1, x2, y2): |
| | """Cache relevant computations when the axes limits have changed.""" |
| |
|
| | def get_gridlines(self, which, axis): |
| | """ |
| | Return list of grid lines as a list of paths (list of points). |
| | |
| | Parameters |
| | ---------- |
| | which : {"both", "major", "minor"} |
| | axis : {"both", "x", "y"} |
| | """ |
| | return [] |
| |
|
| |
|
| | class GridHelperRectlinear(GridHelperBase): |
| |
|
| | def __init__(self, axes): |
| | super().__init__() |
| | self.axes = axes |
| |
|
| | def new_fixed_axis(self, loc, |
| | nth_coord=None, |
| | axis_direction=None, |
| | offset=None, |
| | axes=None, |
| | ): |
| | if axes is None: |
| | _api.warn_external( |
| | "'new_fixed_axis' explicitly requires the axes keyword.") |
| | axes = self.axes |
| | if axis_direction is None: |
| | axis_direction = loc |
| |
|
| | helper = FixedAxisArtistHelperRectilinear(axes, loc, nth_coord) |
| | axisline = AxisArtist(axes, helper, offset=offset, |
| | axis_direction=axis_direction) |
| | return axisline |
| |
|
| | def new_floating_axis(self, nth_coord, value, |
| | axis_direction="bottom", |
| | axes=None, |
| | ): |
| | if axes is None: |
| | _api.warn_external( |
| | "'new_floating_axis' explicitly requires the axes keyword.") |
| | axes = self.axes |
| |
|
| | helper = FloatingAxisArtistHelperRectilinear( |
| | axes, nth_coord, value, axis_direction) |
| | axisline = AxisArtist(axes, helper, axis_direction=axis_direction) |
| | axisline.line.set_clip_on(True) |
| | axisline.line.set_clip_box(axisline.axes.bbox) |
| | return axisline |
| |
|
| | def get_gridlines(self, which="major", axis="both"): |
| | """ |
| | Return list of gridline coordinates in data coordinates. |
| | |
| | Parameters |
| | ---------- |
| | which : {"both", "major", "minor"} |
| | axis : {"both", "x", "y"} |
| | """ |
| | _api.check_in_list(["both", "major", "minor"], which=which) |
| | _api.check_in_list(["both", "x", "y"], axis=axis) |
| | gridlines = [] |
| |
|
| | if axis in ("both", "x"): |
| | locs = [] |
| | y1, y2 = self.axes.get_ylim() |
| | if which in ("both", "major"): |
| | locs.extend(self.axes.xaxis.major.locator()) |
| | if which in ("both", "minor"): |
| | locs.extend(self.axes.xaxis.minor.locator()) |
| |
|
| | for x in locs: |
| | gridlines.append([[x, x], [y1, y2]]) |
| |
|
| | if axis in ("both", "y"): |
| | x1, x2 = self.axes.get_xlim() |
| | locs = [] |
| | if self.axes.yaxis._major_tick_kw["gridOn"]: |
| | locs.extend(self.axes.yaxis.major.locator()) |
| | if self.axes.yaxis._minor_tick_kw["gridOn"]: |
| | locs.extend(self.axes.yaxis.minor.locator()) |
| |
|
| | for y in locs: |
| | gridlines.append([[x1, x2], [y, y]]) |
| |
|
| | return gridlines |
| |
|
| |
|
| | class Axes(maxes.Axes): |
| |
|
| | @_api.deprecated("3.8", alternative="ax.axis") |
| | def __call__(self, *args, **kwargs): |
| | return maxes.Axes.axis(self.axes, *args, **kwargs) |
| |
|
| | def __init__(self, *args, grid_helper=None, **kwargs): |
| | self._axisline_on = True |
| | self._grid_helper = (grid_helper if grid_helper |
| | else GridHelperRectlinear(self)) |
| | super().__init__(*args, **kwargs) |
| | self.toggle_axisline(True) |
| |
|
| | def toggle_axisline(self, b=None): |
| | if b is None: |
| | b = not self._axisline_on |
| | if b: |
| | self._axisline_on = True |
| | self.spines[:].set_visible(False) |
| | self.xaxis.set_visible(False) |
| | self.yaxis.set_visible(False) |
| | else: |
| | self._axisline_on = False |
| | self.spines[:].set_visible(True) |
| | self.xaxis.set_visible(True) |
| | self.yaxis.set_visible(True) |
| |
|
| | @property |
| | def axis(self): |
| | return self._axislines |
| |
|
| | def clear(self): |
| | |
| |
|
| | |
| | self.gridlines = gridlines = GridlinesCollection( |
| | [], |
| | colors=mpl.rcParams['grid.color'], |
| | linestyles=mpl.rcParams['grid.linestyle'], |
| | linewidths=mpl.rcParams['grid.linewidth']) |
| | self._set_artist_props(gridlines) |
| | gridlines.set_grid_helper(self.get_grid_helper()) |
| |
|
| | super().clear() |
| |
|
| | |
| | gridlines.set_clip_path(self.axes.patch) |
| |
|
| | |
| | self._axislines = mpl_axes.Axes.AxisDict(self) |
| | new_fixed_axis = self.get_grid_helper().new_fixed_axis |
| | self._axislines.update({ |
| | loc: new_fixed_axis(loc=loc, axes=self, axis_direction=loc) |
| | for loc in ["bottom", "top", "left", "right"]}) |
| | for axisline in [self._axislines["top"], self._axislines["right"]]: |
| | axisline.label.set_visible(False) |
| | axisline.major_ticklabels.set_visible(False) |
| | axisline.minor_ticklabels.set_visible(False) |
| |
|
| | def get_grid_helper(self): |
| | return self._grid_helper |
| |
|
| | def grid(self, visible=None, which='major', axis="both", **kwargs): |
| | """ |
| | Toggle the gridlines, and optionally set the properties of the lines. |
| | """ |
| | |
| | |
| | |
| | super().grid(visible, which=which, axis=axis, **kwargs) |
| | if not self._axisline_on: |
| | return |
| | if visible is None: |
| | visible = (self.axes.xaxis._minor_tick_kw["gridOn"] |
| | or self.axes.xaxis._major_tick_kw["gridOn"] |
| | or self.axes.yaxis._minor_tick_kw["gridOn"] |
| | or self.axes.yaxis._major_tick_kw["gridOn"]) |
| | self.gridlines.set(which=which, axis=axis, visible=visible) |
| | self.gridlines.set(**kwargs) |
| |
|
| | def get_children(self): |
| | if self._axisline_on: |
| | children = [*self._axislines.values(), self.gridlines] |
| | else: |
| | children = [] |
| | children.extend(super().get_children()) |
| | return children |
| |
|
| | def new_fixed_axis(self, loc, offset=None): |
| | gh = self.get_grid_helper() |
| | axis = gh.new_fixed_axis(loc, |
| | nth_coord=None, |
| | axis_direction=None, |
| | offset=offset, |
| | axes=self, |
| | ) |
| | return axis |
| |
|
| | def new_floating_axis(self, nth_coord, value, axis_direction="bottom"): |
| | gh = self.get_grid_helper() |
| | axis = gh.new_floating_axis(nth_coord, value, |
| | axis_direction=axis_direction, |
| | axes=self) |
| | return axis |
| |
|
| |
|
| | class AxesZero(Axes): |
| |
|
| | def clear(self): |
| | super().clear() |
| | new_floating_axis = self.get_grid_helper().new_floating_axis |
| | self._axislines.update( |
| | xzero=new_floating_axis( |
| | nth_coord=0, value=0., axis_direction="bottom", axes=self), |
| | yzero=new_floating_axis( |
| | nth_coord=1, value=0., axis_direction="left", axes=self), |
| | ) |
| | for k in ["xzero", "yzero"]: |
| | self._axislines[k].line.set_clip_path(self.patch) |
| | self._axislines[k].set_visible(False) |
| |
|
| |
|
| | Subplot = Axes |
| | SubplotZero = AxesZero |
| |
|