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subplot.jl
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subplot.jl
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# Subplot geometries
abstract type SubplotGeometry <: Gadfly.GeometryElement end
# Adding elements to subplots in a generic way.
add_subplot_element(subplot::SubplotGeometry, arg::Base.Callable) =
add_subplot_element(subplot, arg())
add_subplot_element(subplot::SubplotGeometry, arg::Gadfly.Layer) = push!(subplot.layers, arg)
function add_subplot_element(subplot::SubplotGeometry, arg::Vector{Gadfly.Layer})
for layer in arg
push!(subplot.layers, layer)
end
end
function add_subplot_element(p::SubplotGeometry, arg::Gadfly.GeometryElement)
if !isempty(p.layers) && isa(p.layers[end].geom, Geom.Nil)
p.layers[end].geom = arg
else
layer = Layer()
layer.geom = arg
push!(p.layers, layer)
end
end
add_subplot_element(subplot::SubplotGeometry, arg::Gadfly.StatisticElement) =
push!(subplot.statistics, arg)
function add_subplot_element(subplot::SubplotGeometry, arg::Gadfly.ScaleElement)
push!(subplot.scales, arg)
if (isa(arg, Scale.ContinuousColorScale) ||
isa(arg, Scale.DiscreteColorScale)) && !haskey(subplot.guides, Guide.ColorKey)
subplot.guides[Guide.ColorKey] = Guide.colorkey()
end
end
add_subplot_element(subplot::SubplotGeometry, arg::Gadfly.GuideElement) =
subplot.guides[typeof(arg)] = arg
add_subplot_element(subplot::SubplotGeometry, arg::Type{T}) where {T <: Gadfly.Element} =
add_subplot_element(subplot, arg())
add_subplot_element(subplot::SubplotGeometry, coord::Gadfly.CoordinateElement) =
subplot.coord = coord
add_subplot_element(subplot::SubplotGeometry, arg) =
error("Subplots do not support elements of type $(typeof(arg))")
mutable struct SubplotGrid <: SubplotGeometry
layers::Vector{Gadfly.Layer}
statistics::Vector{Gadfly.StatisticElement}
scales::Vector{Gadfly.ScaleElement}
guides::Dict{Type, Gadfly.GuideElement}
coord::Gadfly.CoordinateElement
free_x_axis::Bool
free_y_axis::Bool
end
# Current plot has no way of passing existing aesthetics. It always produces
# these using scales.
function SubplotGrid(elements::Gadfly.ElementOrFunctionOrLayers...;
free_x_axis=false, free_y_axis=false)
subplot = SubplotGrid(Gadfly.Layer[], Gadfly.ScaleElement[], Gadfly.StatisticElement[],
Dict{Type, Gadfly.GuideElement}(), Coord.cartesian(),
free_x_axis, free_y_axis)
for element in elements
add_subplot_element(subplot, element)
end
# TODO: Handle default guides and statistics
subplot
end
layers(geom::SubplotGrid) = geom.layers
"""
Geom.subplot_grid[(elements...)]
Draw multiple subplots in a grid organized by one or two categorial vectors.
# Optional Aesthetics
- `xgroup`, `ygroup`: Arrange subplots on the X and Y axes, respectively, by categorial data.
- `free_x_axis`, `free_y_axis`: Whether the X and Y axis scales, respectively,
can differ across the subplots. Defaults to `false`. If `true`, scales are
set appropriately for individual subplots.
One or both of `xgroup` or `ygroup` must be bound. If only one, a single column
or row of subplots is drawn, if both, a grid.
# Arguments
Unlike most geometries, [`Geom.subplot_grid`](@ref) is typically passed one or more
parameters. The constructor works for the most part like the `layer` function.
Arbitrary plot elements may be passed, while aesthetic bindings are inherited
from the parent plot.
"""
const subplot_grid = SubplotGrid
function element_aesthetics(geom::SubplotGrid)
vars = [:xgroup, :ygroup]
for layer in geom.layers
append!(vars, element_aesthetics(layer.geom))
end
vars
end
function default_scales(geom::SubplotGrid)
scales = Gadfly.ScaleElement[]
for stat in geom.statistics
append!(scales, default_scales(stat))
end
for layer in geom.layers
append!(scales, default_scales(layer.geom))
append!(scales, default_scales(default_statistic(layer.geom)))
end
return scales
end
element_coordinate_type(::SubplotGrid) = Gadfly.Coord.subplot_grid
default_statistic(geom::SubplotGrid) = isempty(geom.statistics) ?
[default_statistic(l.geom) for l in geom.layers] : geom.statistics
# Render a subplot grid geometry, which consists of rendering and arranging
# many smaller plots.
function render(geom::SubplotGrid, theme::Gadfly.Theme,
superplot_aes::Gadfly.Aesthetics,
subplot_layer_aess::Vector{Gadfly.Aesthetics},
subplot_layer_datas::Vector{Gadfly.Data},
scales::Dict{Symbol, Gadfly.ScaleElement})
# work out the grid size
m = 1
n = 1
for layer_aes in subplot_layer_aess
if layer_aes.xgroup != nothing
m = max(m, maximum(layer_aes.xgroup))
end
if layer_aes.ygroup != nothing
n = max(n, maximum(layer_aes.ygroup))
end
end
layer_aes_grid = Array{Matrix{Gadfly.Aesthetics}}(undef, length(geom.layers))
for (i, (layer, aes)) in enumerate(zip(geom.layers, subplot_layer_aess))
layer_aes_grid[i] = Gadfly.by_xy_group(aes, aes.xgroup, aes.ygroup, m, n)
end
layer_data_grid = Array{Matrix{Gadfly.Data}}(undef, length(geom.layers))
for (i, (layer, data, aes)) in enumerate(zip(geom.layers, subplot_layer_datas,
subplot_layer_aess))
layer_data_grid[i] = Gadfly.by_xy_group(data, aes.xgroup, aes.ygroup, m, n)
end
coord = geom.coord
plot_stats = Gadfly.StatisticElement[stat for stat in geom.statistics]
layer_stats = [isempty(layer.statistics) ?
Gadfly.StatisticElement[Geom.default_statistic(layer.geom)] : layer.statistics
for layer in geom.layers]
for i in 1:n, j in 1:m
Scale.apply_scales(geom.scales,
Gadfly.Aesthetics[layer_aes_grid[k][i, j]
for k in 1:length(geom.layers)],
Gadfly.Data[layer_data_grid[k][i, j]
for k in 1:length(geom.layers)]...)
for (k, stats) in enumerate(layer_stats)
Stat.apply_statistics(stats, scales, coord, layer_aes_grid[k][i, j])
end
end
# apply geom-wide statistics
geom_aes = Gadfly.concat([layer_aes_grid[k][i,j]
for i in 1:n, j in 1:m, k in 1:length(geom.layers)]...)
geom_stats = Gadfly.StatisticElement[]
Gadfly.inherit!(superplot_aes, geom_aes)
has_stat_xticks = false
has_stat_yticks = false
for guide in values(geom.guides)
stat = default_statistic(guide)
if !isa(stat, Gadfly.Stat.identity)
if isa(stat, Gadfly.Stat.TickStatistic)
if stat.axis == "x"
has_stat_xticks = true
elseif stat.axis == "y"
has_stat_yticks = true
end
end
push!(geom_stats, stat)
end
end
!geom.free_x_axis && !has_stat_xticks && push!(geom_stats, Stat.xticks())
!geom.free_y_axis && !has_stat_yticks && push!(geom_stats, Stat.yticks())
Stat.apply_statistics(geom_stats, scales, coord, geom_aes)
aes_grid = [geom_aes for i in 1:n, j in 1:m]
# if either axis is on a free scale, we need to apply row/column-wise
# tick statistics.
if geom.free_x_axis
for j in 1:m
col_aes = Gadfly.concat([layer_aes_grid[k][i, j]
for i in 1:n, k in 1:length(geom.layers)]...)
Gadfly.inherit!(col_aes, geom_aes)
Stat.apply_statistic(Stat.xticks(), scales, coord, col_aes)
aes_grid[:, j] .= [col_aes]
end
end
if geom.free_y_axis
for i in 1:n
row_aes = Gadfly.concat([layer_aes_grid[k][i, j]
for j in 1:m, k in 1:length(geom.layers)]...)
Gadfly.inherit!(row_aes, geom_aes)
Stat.apply_statistic(Stat.yticks(), scales, coord, row_aes)
for j in 1:m
aes_grid[i, j] = Gadfly.inherit(row_aes, aes_grid[i, j])
end
end
end
for k in length(geom.layers), i in 1:n, j in 1:m
Gadfly.inherit!(layer_aes_grid[k][i, j], aes_grid[i, j])
end
# TODO: this assumes a rather ridged layout
hascolorkey = haskey(geom.guides, Guide.ColorKey)
if hascolorkey
xprop = [(isodd(j) ? 1.0 : NaN) for j in 3:2*m+2]
tbl = table(n + 2, 2*m + 2, 1:n, 3:2*m+2,
x_prop=xprop, y_prop=ones(n),
fixed_configs=Any[
[(i, 1) for i in 1:n],
[(i, 2) for i in 1:n],
[(n+1, j) for j in 3:2:m+2],
[(n+2, j) for j in 3:2:m+2]])
else
tbl = table(n + 2, m + 2, 1:n, 3:m+2,
x_prop=ones(m), y_prop=ones(n),
fixed_configs=Any[
[(i, 1) for i in 1:n],
[(i, 2) for i in 1:n],
[(n+1, j) for j in 3:m+2],
[(n+2, j) for j in 3:m+2]])
end
xtitle = "x"
for v in [:x, :xmin, :xmax]
if haskey(superplot_aes.titles, v)
xtitle = superplot_aes.titles[v]
break
end
end
ytitle = "y"
for v in [:y, :ymin, :ymax]
if haskey(superplot_aes.titles, v)
ytitle = superplot_aes.titles[v]
break
end
end
xlabels = superplot_aes.xgroup_label(1:m)
ylabels = superplot_aes.ygroup_label(1:n)
subplot_padding = 2mm
# This assumes non of the layers themselves are subplot geometries
layer_subplot_aess = Vector{Gadfly.Aesthetics}[Array{Gadfly.Aesthetics}(undef, 0)
for _ in 1:length(geom.layers)]
layer_subplot_datas = Vector{Gadfly.Data}[Array{Gadfly.Data}(undef, 0)
for _ in 1:length(geom.layers)]
for i in 1:n, j in 1:m
p = Plot()
p.theme = theme
p.layers = geom.layers
guides = Gadfly.GuideElement[]
for guide in values(geom.guides)
if typeof(guide) in [Guide.XTicks, Guide.YTicks, Guide.XLabel, Guide.YLabel]
continue
end
push!(guides, guide)
end
p.scales = collect(ScaleElement, values(scales))
# default guides
push!(guides, Guide.background())
if i == n
push!(guides, get(geom.guides, Guide.XTicks, Guide.xticks()))
if superplot_aes.xgroup !== nothing
gxl = get(geom.guides, Guide.XLabel, Guide.xlabel())
push!(guides, gxl.label=="x" ? Guide.xlabel(xlabels[j], gxl.orientation) : gxl)
end
else
push!(guides, Guide.xticks(label=false))
end
joff = 0
if j == 1
joff += 1
push!(guides, get(geom.guides, Guide.YTicks, Guide.yticks()))
if superplot_aes.ygroup !== nothing
joff += 1
gyl = get(geom.guides, Guide.YLabel, Guide.ylabel())
push!(guides, gyl.label=="y" ? Guide.ylabel(ylabels[i], gyl.orientation) : gyl)
end
else
push!(guides, Guide.yticks(label=false))
end
subtbl = Gadfly.render_prepared(
p, Gadfly.Coord.cartesian(),
aes_grid[i, j],
Gadfly.Aesthetics[layer_aes_grid[k][i, j]
for k in 1:length(geom.layers)],
layer_stats,
layer_subplot_aess,
layer_subplot_datas,
scales,
guides,
table_only=true)
# copy over the correct units, since we are reparenting the children
for u in 1:size(subtbl, 1), v in 1:size(subtbl, 2)
for child in subtbl[u, v]
if child.units===nothing
child.units = subtbl.units
end
end
end
# All of the below needs to be rewritten to take into account the
# possibility that subplots will have their own external guides.
# We could special case it.
if hascolorkey
tbl[i, 2 + 2*j - 1] = pad(subtbl[1, 1 + joff],
j > 1 ? subplot_padding : 0mm,
subplot_padding,
subplot_padding,
i < n ? subplot_padding : 0mm)
tbl[i, 2 + 2*j] = subtbl[1, 2 + joff]
else
tbl[i, 2 + j] = pad(subtbl[1, 1 + joff],
j > 1 ? subplot_padding : 0mm,
subplot_padding,
subplot_padding,
i < n ? subplot_padding : 0mm)
end
# bottom guides
if i == n
for k in 2:size(subtbl, 1)
tbl[i + k - 1, hascolorkey ? 2 + 2*j - 1 : 2 + j] =
pad(subtbl[k, 1 + joff],
j > 1 ? subplot_padding : 0mm,
subplot_padding,
0mm, 0mm)
end
end
# left guides
if j == 1
for k in 1:(size(subtbl, 2)-1)
tbl[i, k] =
pad(subtbl[1, k],
0mm, 0mm,
subplot_padding,
i < n ? subplot_padding : 0mm)
end
end
end
return compose!(context(), tbl)
end