| """ |
| 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 |
|
|