""" Classes to layout elements in a `.Figure`. Figures have a ``layout_engine`` property that holds a subclass of `~.LayoutEngine` defined here (or *None* for no layout). At draw time ``figure.get_layout_engine().execute()`` is called, the goal of which is usually to rearrange Axes on the figure to produce a pleasing layout. This is like a ``draw`` callback but with two differences. First, when printing we disable the layout engine for the final draw. Second, it is useful to know the layout engine while the figure is being created. In particular, colorbars are made differently with different layout engines (for historical reasons). Matplotlib supplies two layout engines, `.TightLayoutEngine` and `.ConstrainedLayoutEngine`. Third parties can create their own layout engine by subclassing `.LayoutEngine`. """ from contextlib import nullcontext import matplotlib as mpl from matplotlib._constrained_layout import do_constrained_layout from matplotlib._tight_layout import (get_subplotspec_list, get_tight_layout_figure) class LayoutEngine: """ Base class for Matplotlib layout engines. A layout engine can be passed to a figure at instantiation or at any time with `~.figure.Figure.set_layout_engine`. Once attached to a figure, the layout engine ``execute`` function is called at draw time by `~.figure.Figure.draw`, providing a special draw-time hook. .. note:: However, note that layout engines affect the creation of colorbars, so `~.figure.Figure.set_layout_engine` should be called before any colorbars are created. Currently, there are two properties of `LayoutEngine` classes that are consulted while manipulating the figure: - ``engine.colorbar_gridspec`` tells `.Figure.colorbar` whether to make the axes using the gridspec method (see `.colorbar.make_axes_gridspec`) or not (see `.colorbar.make_axes`); - ``engine.adjust_compatible`` stops `.Figure.subplots_adjust` from being run if it is not compatible with the layout engine. To implement a custom `LayoutEngine`: 1. override ``_adjust_compatible`` and ``_colorbar_gridspec`` 2. override `LayoutEngine.set` to update *self._params* 3. override `LayoutEngine.execute` with your implementation """ # override these in subclass _adjust_compatible = None _colorbar_gridspec = None def __init__(self, **kwargs): super().__init__(**kwargs) self._params = {} def set(self, **kwargs): """ Set the parameters for the layout engine. """ raise NotImplementedError @property def colorbar_gridspec(self): """ Return a boolean if the layout engine creates colorbars using a gridspec. """ if self._colorbar_gridspec is None: raise NotImplementedError return self._colorbar_gridspec @property def adjust_compatible(self): """ Return a boolean if the layout engine is compatible with `~.Figure.subplots_adjust`. """ if self._adjust_compatible is None: raise NotImplementedError return self._adjust_compatible def get(self): """ Return copy of the parameters for the layout engine. """ return dict(self._params) def execute(self, fig): """ Execute the layout on the figure given by *fig*. """ # subclasses must implement this. raise NotImplementedError class PlaceHolderLayoutEngine(LayoutEngine): """ This layout engine does not adjust the figure layout at all. The purpose of this `.LayoutEngine` is to act as a placeholder when the user removes a layout engine to ensure an incompatible `.LayoutEngine` cannot be set later. Parameters ---------- adjust_compatible, colorbar_gridspec : bool Allow the PlaceHolderLayoutEngine to mirror the behavior of whatever layout engine it is replacing. """ def __init__(self, adjust_compatible, colorbar_gridspec, **kwargs): self._adjust_compatible = adjust_compatible self._colorbar_gridspec = colorbar_gridspec super().__init__(**kwargs) def execute(self, fig): """ Do nothing. """ return class TightLayoutEngine(LayoutEngine): """ Implements the ``tight_layout`` geometry management. See :ref:`tight_layout_guide` for details. """ _adjust_compatible = True _colorbar_gridspec = True def __init__(self, *, pad=1.08, h_pad=None, w_pad=None, rect=(0, 0, 1, 1), **kwargs): """ Initialize tight_layout engine. Parameters ---------- pad : float, default: 1.08 Padding between the figure edge and the edges of subplots, as a fraction of the font size. h_pad, w_pad : float Padding (height/width) between edges of adjacent subplots. Defaults to *pad*. rect : tuple (left, bottom, right, top), default: (0, 0, 1, 1). rectangle in normalized figure coordinates that the subplots (including labels) will fit into. """ super().__init__(**kwargs) for td in ['pad', 'h_pad', 'w_pad', 'rect']: # initialize these in case None is passed in above: self._params[td] = None self.set(pad=pad, h_pad=h_pad, w_pad=w_pad, rect=rect) def execute(self, fig): """ Execute tight_layout. This decides the subplot parameters given the padding that will allow the Axes labels to not be covered by other labels and Axes. Parameters ---------- fig : `.Figure` to perform layout on. See Also -------- .figure.Figure.tight_layout .pyplot.tight_layout """ info = self._params renderer = fig._get_renderer() with getattr(renderer, "_draw_disabled", nullcontext)(): kwargs = get_tight_layout_figure( fig, fig.axes, get_subplotspec_list(fig.axes), renderer, pad=info['pad'], h_pad=info['h_pad'], w_pad=info['w_pad'], rect=info['rect']) if kwargs: fig.subplots_adjust(**kwargs) def set(self, *, pad=None, w_pad=None, h_pad=None, rect=None): """ Set the pads for tight_layout. Parameters ---------- pad : float Padding between the figure edge and the edges of subplots, as a fraction of the font size. w_pad, h_pad : float Padding (width/height) between edges of adjacent subplots. Defaults to *pad*. rect : tuple (left, bottom, right, top) rectangle in normalized figure coordinates that the subplots (including labels) will fit into. """ for td in self.set.__kwdefaults__: if locals()[td] is not None: self._params[td] = locals()[td] class ConstrainedLayoutEngine(LayoutEngine): """ Implements the ``constrained_layout`` geometry management. See :ref:`constrainedlayout_guide` for details. """ _adjust_compatible = False _colorbar_gridspec = False def __init__(self, *, h_pad=None, w_pad=None, hspace=None, wspace=None, rect=(0, 0, 1, 1), compress=False, **kwargs): """ Initialize ``constrained_layout`` settings. Parameters ---------- h_pad, w_pad : float Padding around the Axes elements in inches. Default to :rc:`figure.constrained_layout.h_pad` and :rc:`figure.constrained_layout.w_pad`. hspace, wspace : float Fraction of the figure to dedicate to space between the axes. These are evenly spread between the gaps between the Axes. A value of 0.2 for a three-column layout would have a space of 0.1 of the figure width between each column. If h/wspace < h/w_pad, then the pads are used instead. Default to :rc:`figure.constrained_layout.hspace` and :rc:`figure.constrained_layout.wspace`. rect : tuple of 4 floats Rectangle in figure coordinates to perform constrained layout in (left, bottom, width, height), each from 0-1. compress : bool Whether to shift Axes so that white space in between them is removed. This is useful for simple grids of fixed-aspect Axes (e.g. a grid of images). See :ref:`compressed_layout`. """ super().__init__(**kwargs) # set the defaults: self.set(w_pad=mpl.rcParams['figure.constrained_layout.w_pad'], h_pad=mpl.rcParams['figure.constrained_layout.h_pad'], wspace=mpl.rcParams['figure.constrained_layout.wspace'], hspace=mpl.rcParams['figure.constrained_layout.hspace'], rect=(0, 0, 1, 1)) # set anything that was passed in (None will be ignored): self.set(w_pad=w_pad, h_pad=h_pad, wspace=wspace, hspace=hspace, rect=rect) self._compress = compress def execute(self, fig): """ Perform constrained_layout and move and resize Axes accordingly. Parameters ---------- fig : `.Figure` to perform layout on. """ width, height = fig.get_size_inches() # pads are relative to the current state of the figure... w_pad = self._params['w_pad'] / width h_pad = self._params['h_pad'] / height return do_constrained_layout(fig, w_pad=w_pad, h_pad=h_pad, wspace=self._params['wspace'], hspace=self._params['hspace'], rect=self._params['rect'], compress=self._compress) def set(self, *, h_pad=None, w_pad=None, hspace=None, wspace=None, rect=None): """ Set the pads for constrained_layout. Parameters ---------- h_pad, w_pad : float Padding around the Axes elements in inches. Default to :rc:`figure.constrained_layout.h_pad` and :rc:`figure.constrained_layout.w_pad`. hspace, wspace : float Fraction of the figure to dedicate to space between the axes. These are evenly spread between the gaps between the Axes. A value of 0.2 for a three-column layout would have a space of 0.1 of the figure width between each column. If h/wspace < h/w_pad, then the pads are used instead. Default to :rc:`figure.constrained_layout.hspace` and :rc:`figure.constrained_layout.wspace`. rect : tuple of 4 floats Rectangle in figure coordinates to perform constrained layout in (left, bottom, width, height), each from 0-1. """ for td in self.set.__kwdefaults__: if locals()[td] is not None: self._params[td] = locals()[td]