OwlCyberSecurity - MANAGER

Edit File: _constrained_layout.py

"""
This module provides the routine to adjust subplot layouts so that there are
no overlapping axes or axes decorations.  All axes decorations are dealt with
(labels, ticks, titles, ticklabels) and some dependent artists are also dealt
with (colorbar, suptitle, legend).

Layout is done via :meth:`~matplotlib.gridspec`, with one constraint per
gridspec, so it is possible to have overlapping axes if the gridspecs
overlap (i.e. using :meth:`~matplotlib.gridspec.GridSpecFromSubplotSpec`).
Axes placed using ``figure.subplots()`` or ``figure.add_subplots()`` will
participate in the layout.  Axes manually placed via ``figure.add_axes()``
will not.

See Tutorial: :doc:`/tutorials/intermediate/constrainedlayout_guide`

"""

# Development Notes:

# What gets a layoutbox:
#  - figure
#    - gridspec
#      - subplotspec
#        EITHER:
#         - axes + pos for the axes (i.e. the total area taken by axis and
#            the actual "position" argument that needs to be sent to
#             ax.set_position.)
#           - The axes layout box will also encompass the legend, and that is
#             how legends get included (axes legends, not figure legends)
#         - colorbars are siblings of the axes if they are single-axes
#           colorbars
#        OR:
#         - a gridspec can be inside a subplotspec.
#           - subplotspec
#           EITHER:
#            - axes...
#           OR:
#            - gridspec... with arbitrary nesting...
#      - colorbars are siblings of the subplotspecs if they are multi-axes
#        colorbars.
#   - suptitle:
#      - right now suptitles are just stacked atop everything else in figure.
#        Could imagine suptitles being gridspec suptitles, but not implemented
#
#   Todo:    AnchoredOffsetbox connected to gridspecs or axes.  This would
#        be more general way to add extra-axes annotations.

import logging

import numpy as np

import matplotlib.cbook as cbook
import matplotlib._layoutbox as layoutbox

_log = logging.getLogger(__name__)

def _in_same_column(colnum0min, colnum0max, colnumCmin, colnumCmax):
    return (colnumCmin <= colnum0min <= colnumCmax
            or colnumCmin <= colnum0max <= colnumCmax)

def _in_same_row(rownum0min, rownum0max, rownumCmin, rownumCmax):
    return (rownumCmin <= rownum0min <= rownumCmax
            or rownumCmin <= rownum0max <= rownumCmax)

def _axes_all_finite_sized(fig):
    """
    helper function to make sure all axes in the
    figure have a finite width and height.  If not, return False
    """
    for ax in fig.axes:
        if ax._layoutbox is not None:
            newpos = ax._poslayoutbox.get_rect()
            if newpos[2] <= 0 or newpos[3] <= 0:
                return False
    return True

######################################################
def do_constrained_layout(fig, renderer, h_pad, w_pad,
        hspace=None, wspace=None):

"""
    Do the constrained_layout.  Called at draw time in
     ``figure.constrained_layout()``

Parameters
    ----------

fig : Figure
      is the ``figure`` instance to do the layout in.

renderer : Renderer
      the renderer to use.

h_pad, w_pad : float
       are in figure-normalized units, and are a padding around the axes
       elements.

hspace, wspace : float
        are in fractions of the subplot sizes.

"""

'''  Steps:

1. get a list of unique gridspecs in this figure.  Each gridspec will be
    constrained separately.
    2. Check for gaps in the gridspecs.  i.e. if not every axes slot in the
    gridspec has been filled.  If empty, add a ghost axis that is made so
    that it cannot be seen (though visible=True).  This is needed to make
    a blank spot in the layout.
    3. Compare the tight_bbox of each axes to its `position`, and assume that
    the difference is the space needed by the elements around the edge of
    the axes (decorations) like the title, ticklabels, x-labels, etc.  This
    can include legends who overspill the axes boundaries.
    4. Constrain gridspec elements to line up:
        a) if colnum0 != colnumC, the two subplotspecs are stacked next to
        each other, with the appropriate order.
        b) if colnum0 == colnumC, line up the left or right side of the
        _poslayoutbox (depending if it is the min or max num that is equal).
        c) do the same for rows...
    5. The above doesn't constrain relative sizes of the _poslayoutboxes at
    all, and indeed zero-size is a solution that the solver often finds more
    convenient than expanding the sizes.  Right now the solution is to compare
    subplotspec sizes (i.e. drowsC and drows0) and constrain the larger
    _poslayoutbox to be larger than the ratio of the sizes.  i.e. if drows0 >
    drowsC,  then ax._poslayoutbox > axc._poslayoutbox * drowsC / drows0. This
    works fine *if* the decorations are similar between the axes.  If the
    larger subplotspec has much larger axes decorations, then the constraint
    above is incorrect.

We need the greater than in the above, in general, rather than an equals
    sign.  Consider the case of the left column having 2 rows, and the right
    column having 1 row.  We want the top and bottom of the _poslayoutboxes to
    line up. So that means if there are decorations on the left column axes
    they will be smaller than half as large as the right hand axis.

This can break down if the decoration size for the right hand axis (the
    margins) is very large.  There must be a math way to check for this case.

'''

invTransFig = fig.transFigure.inverted().transform_bbox

# list of unique gridspecs that contain child axes:
    gss = set()
    for ax in fig.axes:
        if hasattr(ax, 'get_subplotspec'):
            gs = ax.get_subplotspec().get_gridspec()
            if gs._layoutbox is not None:
                gss.add(gs)
    if len(gss) == 0:
        cbook._warn_external('There are no gridspecs with layoutboxes. '
                             'Possibly did not call parent GridSpec with the'
                             ' figure= keyword')

if fig._layoutbox.constrained_layout_called < 1:
        for gs in gss:
            # fill in any empty gridspec slots w/ ghost axes...
            _make_ghost_gridspec_slots(fig, gs)

for nnn in range(2):
        # do the algorithm twice.  This has to be done because decorators
        # change size after the first re-position (i.e. x/yticklabels get
        # larger/smaller).  This second reposition tends to be much milder,
        # so doing twice makes things work OK.
        for ax in fig.axes:
            _log.debug(ax._layoutbox)
            if ax._layoutbox is not None:
                # make margins for each layout box based on the size of
                # the decorators.
                _make_layout_margins(ax, renderer, h_pad, w_pad)

# do layout for suptitle.
        suptitle = fig._suptitle
        do_suptitle = (suptitle is not None and
                       suptitle._layoutbox is not None and
                       suptitle.get_in_layout())
        if do_suptitle:
            bbox = invTransFig(
                suptitle.get_window_extent(renderer=renderer))
            height = bbox.y1 - bbox.y0
            if np.isfinite(height):
                # reserve at top of figure include an h_pad above and below
                suptitle._layoutbox.edit_height(height + h_pad * 2)

# OK, the above lines up ax._poslayoutbox with ax._layoutbox
        # now we need to
        #   1) arrange the subplotspecs.  We do it at this level because
        #      the subplotspecs are meant to contain other dependent axes
        #      like colorbars or legends.
        #   2) line up the right and left side of the ax._poslayoutbox
        #      that have the same subplotspec maxes.

if fig._layoutbox.constrained_layout_called < 1:
            # arrange the subplotspecs...  This is all done relative to each
            # other.  Some subplotspecs contain axes, and others contain
            # gridspecs the ones that contain gridspecs are a set proportion
            # of their parent gridspec.  The ones that contain axes are
            # not so constrained.
            figlb = fig._layoutbox
            for child in figlb.children:
                if child._is_gridspec_layoutbox():
                    # This routine makes all the subplot spec containers
                    # have the correct arrangement.  It just stacks the
                    # subplot layoutboxes in the correct order...
                    _arrange_subplotspecs(child, hspace=hspace, wspace=wspace)

for gs in gss:
                _align_spines(fig, gs)

fig._layoutbox.constrained_layout_called += 1
        fig._layoutbox.update_variables()

# check if any axes collapsed to zero.  If not, don't change positions:
        if _axes_all_finite_sized(fig):
            # Now set the position of the axes...
            for ax in fig.axes:
                if ax._layoutbox is not None:
                    newpos = ax._poslayoutbox.get_rect()
                    # Now set the new position.
                    # ax.set_position will zero out the layout for
                    # this axis, allowing users to hard-code the position,
                    # so this does the same w/o zeroing layout.
                    ax._set_position(newpos, which='original')
            if do_suptitle:
                newpos = suptitle._layoutbox.get_rect()
                suptitle.set_y(1.0 - h_pad)
            else:
                if suptitle is not None and suptitle._layoutbox is not None:
                    suptitle._layoutbox.edit_height(0)
        else:
            cbook._warn_external('constrained_layout not applied.  At least '
                                 'one axes collapsed to zero width or height.')

def _make_ghost_gridspec_slots(fig, gs):
    """
    Check for unoccupied gridspec slots and make ghost axes for these
    slots...  Do for each gs separately.  This is a pretty big kludge
    but shouldn't have too much ill effect.  The worst is that
    someone querying the figure will wonder why there are more
    axes than they thought.
    """
    nrows, ncols = gs.get_geometry()
    hassubplotspec = np.zeros(nrows * ncols, dtype=bool)
    axs = []
    for ax in fig.axes:
        if (hasattr(ax, 'get_subplotspec')
                and ax._layoutbox is not None
                and ax.get_subplotspec().get_gridspec() == gs):
            axs += [ax]
    for ax in axs:
        ss0 = ax.get_subplotspec()
        if ss0.num2 is None:
            ss0.num2 = ss0.num1
        hassubplotspec[ss0.num1:(ss0.num2 + 1)] = True
    for nn, hss in enumerate(hassubplotspec):
        if not hss:
            # this gridspec slot doesn't have an axis so we
            # make a "ghost".
            ax = fig.add_subplot(gs[nn])
            ax.set_frame_on(False)
            ax.set_xticks([])
            ax.set_yticks([])
            ax.set_facecolor((1, 0, 0, 0))

def _make_layout_margins(ax, renderer, h_pad, w_pad):
    """
    For each axes, make a margin between the *pos* layoutbox and the
    *axes* layoutbox be a minimum size that can accommodate the
    decorations on the axis.
    """
    fig = ax.figure
    invTransFig = fig.transFigure.inverted().transform_bbox
    pos = ax.get_position(original=True)
    tightbbox = ax.get_tightbbox(renderer=renderer)
    if tightbbox is None:
        bbox = pos
    else:
        bbox = invTransFig(tightbbox)

# this can go wrong:
    if not (np.isfinite(bbox.width) and np.isfinite(bbox.height)):
        # just abort, this is likely a bad set of co-ordinates that
        # is transitory...
        return
    # use stored h_pad if it exists
    h_padt = ax._poslayoutbox.h_pad
    if h_padt is None:
        h_padt = h_pad
    w_padt = ax._poslayoutbox.w_pad
    if w_padt is None:
        w_padt = w_pad
    ax._poslayoutbox.edit_left_margin_min(-bbox.x0 +
            pos.x0 + w_padt)
    ax._poslayoutbox.edit_right_margin_min(bbox.x1 -
            pos.x1 + w_padt)
    ax._poslayoutbox.edit_bottom_margin_min(
            -bbox.y0 + pos.y0 + h_padt)
    ax._poslayoutbox.edit_top_margin_min(bbox.y1-pos.y1+h_padt)
    _log.debug('left %f', (-bbox.x0 + pos.x0 + w_pad))
    _log.debug('right %f', (bbox.x1 - pos.x1 + w_pad))
    _log.debug('bottom %f', (-bbox.y0 + pos.y0 + h_padt))
    _log.debug('bbox.y0 %f', bbox.y0)
    _log.debug('pos.y0 %f', pos.y0)
    # Sometimes its possible for the solver to collapse
    # rather than expand axes, so they all have zero height
    # or width.  This stops that...  It *should* have been
    # taken into account w/ pref_width...
    if fig._layoutbox.constrained_layout_called < 1:
        ax._poslayoutbox.constrain_height_min(20, strength='weak')
        ax._poslayoutbox.constrain_width_min(20, strength='weak')
        ax._layoutbox.constrain_height_min(20, strength='weak')
        ax._layoutbox.constrain_width_min(20, strength='weak')
        ax._poslayoutbox.constrain_top_margin(0, strength='weak')
        ax._poslayoutbox.constrain_bottom_margin(0,
                strength='weak')
        ax._poslayoutbox.constrain_right_margin(0, strength='weak')
        ax._poslayoutbox.constrain_left_margin(0, strength='weak')

def _align_spines(fig, gs):
    """
    - Align right/left and bottom/top spines of appropriate subplots.
    - Compare size of subplotspec including height and width ratios
       and make sure that the axes spines are at least as large
       as they should be.
    """
    # for each gridspec...
    nrows, ncols = gs.get_geometry()
    width_ratios = gs.get_width_ratios()
    height_ratios = gs.get_height_ratios()
    if width_ratios is None:
        width_ratios = np.ones(ncols)
    if height_ratios is None:
        height_ratios = np.ones(nrows)

# get axes in this gridspec....
    axs = []
    for ax in fig.axes:
        if (hasattr(ax, 'get_subplotspec')
                and ax._layoutbox is not None):
            if ax.get_subplotspec().get_gridspec() == gs:
                axs += [ax]
    rownummin = np.zeros(len(axs), dtype=np.int8)
    rownummax = np.zeros(len(axs), dtype=np.int8)
    colnummin = np.zeros(len(axs), dtype=np.int8)
    colnummax = np.zeros(len(axs), dtype=np.int8)
    width = np.zeros(len(axs))
    height = np.zeros(len(axs))

for n, ax in enumerate(axs):
        ss0 = ax.get_subplotspec()
        if ss0.num2 is None:
            ss0.num2 = ss0.num1
        rownummin[n], colnummin[n] = divmod(ss0.num1, ncols)
        rownummax[n], colnummax[n] = divmod(ss0.num2, ncols)
        width[n] = np.sum(
                width_ratios[colnummin[n]:(colnummax[n] + 1)])
        height[n] = np.sum(
                height_ratios[rownummin[n]:(rownummax[n] + 1)])

for nn, ax in enumerate(axs[:-1]):
        # now compare ax to all the axs:
        #
        # If the subplotspecs have the same colnumXmax, then line
        # up their right sides.  If they have the same min, then
        # line up their left sides (and vertical equivalents).
        rownum0min, colnum0min = rownummin[nn], colnummin[nn]
        rownum0max, colnum0max = rownummax[nn], colnummax[nn]
        width0, height0 = width[nn], height[nn]
        alignleft = False
        alignright = False
        alignbot = False
        aligntop = False
        alignheight = False
        alignwidth = False
        for mm in range(nn+1, len(axs)):
            axc = axs[mm]
            rownumCmin, colnumCmin = rownummin[mm], colnummin[mm]
            rownumCmax, colnumCmax = rownummax[mm], colnummax[mm]
            widthC, heightC = width[mm], height[mm]
            # Horizontally align axes spines if they have the
            # same min or max:
            if not alignleft and colnum0min == colnumCmin:
                # we want the _poslayoutboxes to line up on left
                # side of the axes spines...
                layoutbox.align([ax._poslayoutbox,
                                 axc._poslayoutbox],
                                'left')
                alignleft = True

if not alignright and colnum0max == colnumCmax:
                # line up right sides of _poslayoutbox
                layoutbox.align([ax._poslayoutbox,
                                 axc._poslayoutbox],
                                'right')
                alignright = True
            # Vertically align axes spines if they have the
            # same min or max:
            if not aligntop and rownum0min == rownumCmin:
                # line up top of _poslayoutbox
                _log.debug('rownum0min == rownumCmin')
                layoutbox.align([ax._poslayoutbox, axc._poslayoutbox],
                                'top')
                aligntop = True

if not alignbot and rownum0max == rownumCmax:
                # line up bottom of _poslayoutbox
                _log.debug('rownum0max == rownumCmax')
                layoutbox.align([ax._poslayoutbox, axc._poslayoutbox],
                                'bottom')
                alignbot = True
            ###########
            # Now we make the widths and heights of position boxes
            # similar. (i.e the spine locations)
            # This allows vertically stacked subplots to have
            # different sizes if they occupy different amounts
            # of the gridspec:  i.e.
            # gs = gridspec.GridSpec(3,1)
            # ax1 = gs[0,:]
            # ax2 = gs[1:,:]
            # then drows0 = 1, and drowsC = 2, and ax2
            # should be at least twice as large as ax1.
            # But it can be more than twice as large because
            # it needs less room for the labeling.
            #
            # For height, this only needs to be done if the
            # subplots share a column.  For width if they
            # share a row.

drowsC = (rownumCmax - rownumCmin + 1)
            drows0 = (rownum0max - rownum0min + 1)
            dcolsC = (colnumCmax - colnumCmin + 1)
            dcols0 = (colnum0max - colnum0min + 1)

if not alignheight and drows0 == drowsC:
                ax._poslayoutbox.constrain_height(
                        axc._poslayoutbox.height * height0 / heightC)
                alignheight = True
            elif _in_same_column(colnum0min, colnum0max,
                    colnumCmin, colnumCmax):
                if height0 > heightC:
                    ax._poslayoutbox.constrain_height_min(
                        axc._poslayoutbox.height * height0 / heightC)
                    # these constraints stop the smaller axes from
                    # being allowed to go to zero height...
                    axc._poslayoutbox.constrain_height_min(
                        ax._poslayoutbox.height * heightC /
                        (height0*1.8))
                elif height0 < heightC:
                    axc._poslayoutbox.constrain_height_min(
                        ax._poslayoutbox.height * heightC / height0)
                    ax._poslayoutbox.constrain_height_min(
                        ax._poslayoutbox.height * height0 /
                        (heightC*1.8))
            # widths...
            if not alignwidth and dcols0 == dcolsC:
                ax._poslayoutbox.constrain_width(
                        axc._poslayoutbox.width * width0 / widthC)
                alignwidth = True
            elif _in_same_row(rownum0min, rownum0max,
                    rownumCmin, rownumCmax):
                if width0 > widthC:
                    ax._poslayoutbox.constrain_width_min(
                            axc._poslayoutbox.width * width0 / widthC)
                    axc._poslayoutbox.constrain_width_min(
                            ax._poslayoutbox.width * widthC /
                            (width0*1.8))
                elif width0 < widthC:
                    axc._poslayoutbox.constrain_width_min(
                            ax._poslayoutbox.width * widthC / width0)
                    ax._poslayoutbox.constrain_width_min(
                            axc._poslayoutbox.width * width0 /
                            (widthC*1.8))

def _arrange_subplotspecs(gs, hspace=0, wspace=0):
    """
    arrange the subplotspec children of this gridspec, and then recursively
    do the same of any gridspec children of those gridspecs...
    """
    sschildren = []
    for child in gs.children:
        if child._is_subplotspec_layoutbox():
            for child2 in child.children:
                # check for gridspec children...
                if child2._is_gridspec_layoutbox():
                    _arrange_subplotspecs(child2, hspace=hspace, wspace=wspace)
            sschildren += [child]
    # now arrange the subplots...
    for child0 in sschildren:
        ss0 = child0.artist
        nrows, ncols = ss0.get_gridspec().get_geometry()
        if ss0.num2 is None:
            ss0.num2 = ss0.num1
        rowNum0min, colNum0min = divmod(ss0.num1, ncols)
        rowNum0max, colNum0max = divmod(ss0.num2, ncols)
        sschildren = sschildren[1:]
        for childc in sschildren:
            ssc = childc.artist
            rowNumCmin, colNumCmin = divmod(ssc.num1, ncols)
            if ssc.num2 is None:
                ssc.num2 = ssc.num1
            rowNumCmax, colNumCmax = divmod(ssc.num2, ncols)
            # OK, this tells us the relative layout of ax
            # with axc
            thepad = wspace / ncols
            if colNum0max < colNumCmin:
                layoutbox.hstack([ss0._layoutbox, ssc._layoutbox],
                        padding=thepad)
            if colNumCmax < colNum0min:
                layoutbox.hstack([ssc._layoutbox, ss0._layoutbox],
                        padding=thepad)

####
            # vertical alignment
            thepad = hspace / nrows
            if rowNum0max < rowNumCmin:
                layoutbox.vstack([ss0._layoutbox,
                                 ssc._layoutbox],
                                 padding=thepad)
            if rowNumCmax < rowNum0min:
                layoutbox.vstack([ssc._layoutbox,
                                  ss0._layoutbox],
                                  padding=thepad)

def layoutcolorbarsingle(ax, cax, shrink, aspect, location, pad=0.05):
    """
    Do the layout for a colorbar, to not overly pollute colorbar.py

`pad` is in fraction of the original axis size.
    """
    axlb = ax._layoutbox
    axpos = ax._poslayoutbox
    axsslb = ax.get_subplotspec()._layoutbox
    lb = layoutbox.LayoutBox(
            parent=axsslb,
            name=axsslb.name + '.cbar',
            artist=cax)

if location in ('left', 'right'):
        lbpos = layoutbox.LayoutBox(
                parent=lb,
                name=lb.name + '.pos',
                tightwidth=False,
                pos=True,
                subplot=False,
                artist=cax)

if location == 'right':
            # arrange to right of parent axis
            layoutbox.hstack([axlb, lb], padding=pad * axlb.width,
                             strength='strong')
        else:
            layoutbox.hstack([lb, axlb], padding=pad * axlb.width)
        # constrain the height and center...
        layoutbox.match_heights([axpos, lbpos], [1, shrink])
        layoutbox.align([axpos, lbpos], 'v_center')
        # set the width of the pos box
        lbpos.constrain_width(shrink * axpos.height * (1/aspect),
                              strength='strong')
    elif location in ('bottom', 'top'):
        lbpos = layoutbox.LayoutBox(
                parent=lb,
                name=lb.name + '.pos',
                tightheight=True,
                pos=True,
                subplot=False,
                artist=cax)

if location == 'bottom':
            layoutbox.vstack([axlb, lb], padding=pad * axlb.height)
        else:
            layoutbox.vstack([lb, axlb], padding=pad * axlb.height)
        # constrain the height and center...
        layoutbox.match_widths([axpos, lbpos],
                               [1, shrink], strength='strong')
        layoutbox.align([axpos, lbpos], 'h_center')
        # set the height of the pos box
        lbpos.constrain_height(axpos.width * aspect * shrink,
                                strength='medium')

return lb, lbpos

def _getmaxminrowcolumn(axs):
    # helper to get the min/max rows and columns of a list of axes.
    maxrow = -100000
    minrow = 1000000
    maxax = None
    minax = None
    maxcol = -100000
    mincol = 1000000
    maxax_col = None
    minax_col = None

for ax in axs:
        subspec = ax.get_subplotspec()
        nrows, ncols, row_start, row_stop, col_start, col_stop = \
            subspec.get_rows_columns()
        if row_stop > maxrow:
            maxrow = row_stop
            maxax = ax
        if row_start < minrow:
            minrow = row_start
            minax = ax
        if col_stop > maxcol:
            maxcol = col_stop
            maxax_col = ax
        if col_start < mincol:
            mincol = col_start
            minax_col = ax
    return (minrow, maxrow, minax, maxax, mincol, maxcol, minax_col, maxax_col)

def layoutcolorbargridspec(parents, cax, shrink, aspect, location, pad=0.05):
    """
    Do the layout for a colorbar, to not overly pollute colorbar.py

`pad` is in fraction of the original axis size.
    """

gs = parents[0].get_subplotspec().get_gridspec()
    # parent layout box....
    gslb = gs._layoutbox

lb = layoutbox.LayoutBox(parent=gslb.parent,
                             name=gslb.parent.name + '.cbar',
                             artist=cax)
    # figure out the row and column extent of the parents.
    (minrow, maxrow, minax_row, maxax_row,
     mincol, maxcol, minax_col, maxax_col) = _getmaxminrowcolumn(parents)

if location in ('left', 'right'):
        lbpos = layoutbox.LayoutBox(
                parent=lb,
                name=lb.name + '.pos',
                tightwidth=False,
                pos=True,
                subplot=False,
                artist=cax)
        for ax in parents:
            if location == 'right':
                order = [ax._layoutbox, lb]
            else:
                order = [lb, ax._layoutbox]
            layoutbox.hstack(order, padding=pad * gslb.width,
                         strength='strong')
        # constrain the height and center...
        # This isn't quite right.  We'd like the colorbar
        # pos to line up w/ the axes poss, not the size of the
        # gs.

# Horizontal Layout: need to check all the axes in this gridspec
        for ch in gslb.children:
            subspec = ch.artist
            nrows, ncols, row_start, row_stop, col_start, col_stop = \
                subspec.get_rows_columns()
            if location == 'right':
                if col_stop <= maxcol:
                    order = [subspec._layoutbox, lb]
                    # arrange to right of the parents
                if col_start > maxcol:
                    order = [lb, subspec._layoutbox]
            elif location == 'left':
                if col_start >= mincol:
                    order = [lb, subspec._layoutbox]
                if col_stop < mincol:
                    order = [subspec._layoutbox, lb]
            layoutbox.hstack(order, padding=pad * gslb.width,
                             strength='strong')

# Vertical layout:
        maxposlb = minax_row._poslayoutbox
        minposlb = maxax_row._poslayoutbox
        # now we want the height of the colorbar pos to be
        # set by the top and bottom of the min/max axes...
        # bottom            top
        #     b             t
        # h = (top-bottom)*shrink
        # b = bottom + (top-bottom - h) / 2.
        lbpos.constrain_height(
                (maxposlb.top - minposlb.bottom) *
                shrink, strength='strong')
        lbpos.constrain_bottom(
                (maxposlb.top - minposlb.bottom) *
                (1 - shrink)/2 + minposlb.bottom,
                strength='strong')

# set the width of the pos box
        lbpos.constrain_width(lbpos.height * (shrink / aspect),
                              strength='strong')
    elif location in ('bottom', 'top'):
        lbpos = layoutbox.LayoutBox(
                parent=lb,
                name=lb.name + '.pos',
                tightheight=True,
                pos=True,
                subplot=False,
                artist=cax)

for ax in parents:
            if location == 'bottom':
                order = [ax._layoutbox, lb]
            else:
                order = [lb, ax._layoutbox]
            layoutbox.vstack(order, padding=pad * gslb.width,
                         strength='strong')

# Vertical Layout: need to check all the axes in this gridspec
        for ch in gslb.children:
            subspec = ch.artist
            nrows, ncols, row_start, row_stop, col_start, col_stop = \
                subspec.get_rows_columns()
            if location == 'bottom':
                if row_stop <= minrow:
                    order = [subspec._layoutbox, lb]
                if row_start > maxrow:
                    order = [lb, subspec._layoutbox]
            elif location == 'top':
                if row_stop < minrow:
                    order = [subspec._layoutbox, lb]
                if row_start >= maxrow:
                    order = [lb, subspec._layoutbox]
            layoutbox.vstack(order, padding=pad * gslb.width,
                             strength='strong')

# Do horizontal layout...
        maxposlb = maxax_col._poslayoutbox
        minposlb = minax_col._poslayoutbox
        lbpos.constrain_width((maxposlb.right - minposlb.left) *
                              shrink)
        lbpos.constrain_left(
                (maxposlb.right - minposlb.left) *
                (1-shrink)/2 + minposlb.left)
        # set the height of the pos box
        lbpos.constrain_height(lbpos.width * shrink * aspect,
                               strength='medium')

return lb, lbpos