From 4eaffae4b131162d2848e53c8775ad7a8b6080ed Mon Sep 17 00:00:00 2001 From: fredcallaway Date: Mon, 26 Feb 2024 10:52:00 -0500 Subject: [PATCH 1/6] better edges when arrow_shift = :end (fixes #171) --- src/beziercurves.jl | 8 ++++++ src/recipes.jl | 68 +++++++++++++++++++++++++++++++++++---------- 2 files changed, 62 insertions(+), 14 deletions(-) diff --git a/src/beziercurves.jl b/src/beziercurves.jl index 2f1a9f51..832e3c11 100644 --- a/src/beziercurves.jl +++ b/src/beziercurves.jl @@ -43,6 +43,14 @@ ptype(::Union{AbstractPath{PT}, Type{<:AbstractPath{PT}}}) where {PT} = PT straighten(l::Line) = l straighten(p::BezierPath) = Line(interpolate(p,0.0), interpolate(p,1.0)) +adjust_endpoint(line::Line, p) = Line(line.p0, p) +function adjust_endpoint(path::BezierPath, p) + commands = copy(path.commands) + c = commands[end] + commands[end] = CurveTo(c.c1, c.c2, p) + BezierPath(commands) +end + #### #### Helper functions to work with bezier paths #### diff --git a/src/recipes.jl b/src/recipes.jl index c2eafbd7..06a9e36a 100644 --- a/src/recipes.jl +++ b/src/recipes.jl @@ -285,31 +285,25 @@ function Makie.plot!(gp::GraphPlot) $(gp.node_strokewidth) end + # compute initial edge paths; will be adjusted later if arrow_shift = :end # create array of pathes triggered by node_pos changes # in case of a graph change the node_position will change anyway - gp[:edge_paths] = lift(node_pos, gp.selfedge_size, + init_edge_paths = lift(node_pos, gp.selfedge_size, gp.selfedge_direction, gp.selfedge_width, gp.curve_distance_usage, gp.curve_distance) do pos, s, d, w, cdu, cd find_edge_paths(graph[], gp.attributes, pos) end - edge_paths = gp[:edge_paths] - - # plot edges - edge_plot = edgeplot!(gp, edge_paths; - color=prep_edge_attributes(gp.edge_color, graph, dfth.edge_color), - linewidth=prep_edge_attributes(gp.edge_width, graph, dfth.edge_width), - gp.edge_attr...) # plot arrow heads - arrow_shift_m = lift(edge_paths, to_px, gp.arrow_shift, node_marker_m, node_size_m, gp.arrow_size) do paths, tpx, shift, nmarker, nsize, asize + arrow_shift_m = lift(init_edge_paths, to_px, gp.arrow_shift, node_marker_m, node_size_m, gp.arrow_size) do paths, tpx, shift, nmarker, nsize, asize update_arrow_shift(graph[], gp, paths, tpx, node_marker_m, node_size_m, shift) end - arrow_pos = @lift if !isempty(edge_paths[]) - broadcast(interpolate, edge_paths[], $arrow_shift_m) + arrow_pos = @lift if !isempty(init_edge_paths[]) + broadcast(interpolate, init_edge_paths[], $arrow_shift_m) else # if no edges return (empty) vector of points, broadcast yields Vector{Any} which can't be plotted Vector{eltype(node_pos[])}() end - arrow_rot = @lift if !isempty(edge_paths[]) - Billboard(broadcast($to_angle, edge_paths[], $arrow_pos, $(arrow_shift_m))) + arrow_rot = @lift if !isempty(init_edge_paths[]) + Billboard(broadcast($to_angle, init_edge_paths[], $arrow_pos, $(arrow_shift_m))) else Billboard(Float32[]) end @@ -325,6 +319,22 @@ function Makie.plot!(gp::GraphPlot) visible = arrow_show_m, gp.arrow_attr...) + + # update edge paths to line up with arrow heads if arrow_shift = :end + edge_paths = gp[:edge_paths] = @lift map($init_edge_paths, $arrow_pos, eachindex($arrow_pos)) do ep, ap, i + if getattr($(gp.arrow_shift), i) == :end + adjust_endpoint(ep, ap) + else + ep + end + end + + # actually plot edges + edge_plot = edgeplot!(gp, edge_paths; + color=prep_edge_attributes(gp.edge_color, graph, dfth.edge_color), + linewidth=prep_edge_attributes(gp.edge_width, graph, dfth.edge_width), + gp.edge_attr...) + # plot vertices vertex_plot = scatter!(gp, node_pos; color=prep_vertex_attributes(node_color_m, graph, scatter_theme.color), @@ -477,7 +487,7 @@ function find_edge_paths(g, attr, pos::AbstractVector{PT}) where {PT} if !isnothing(waypoints) && !isempty(waypoints) #there are waypoints radius = getattr(attr.waypoint_radius, i, nothing) - if radius === nothing || radius === :spline + if radius === nothing || radius === :spline paths[i] = Path(p1, waypoints..., p2; tangents, tfactor) elseif radius isa Real paths[i] = Path(radius, p1, waypoints..., p2) @@ -753,6 +763,36 @@ lands on the surface of the destination node. function update_arrow_shift(g, gp, edge_paths::Vector{<:AbstractPath{PT}}, to_px, node_markers, node_sizes, shift) where {PT} arrow_shift = Vector{Float32}(undef, ne(g)) + for (i,e) in enumerate(edges(g)) + t = getattr(shift, i, 0.5) + if t === :end + j = dst(e) + p0 = getattr(gp.node_pos, j) + node_marker = getattr(node_markers, j) + node_size = getattr(node_sizes, j) + arrow_marker = getattr(gp.arrow_marker, i) + arrow_size = getattr(gp.arrow_size, i) + d = distance_between_markers(node_marker, node_size, arrow_marker, arrow_size) + p1 = point_near_dst(edge_paths[i], p0, d, to_px) + t = inverse_interpolate(edge_paths[i], p1) + if isnan(t) + @warn """ + Shifting arrowheads to destination nodes failed. + This can happen when the markers are inadequately scaled (e.g., when zooming out too far). + Arrow shift has been reset to 0.5. + """ + t = 0.5 + end + end + arrow_shift[i] = t + end + + return arrow_shift +end + +function update_paths_ends(g, gp, edge_paths::Vector{<:AbstractPath{PT}}, arrow_pos) where {PT} + arrow_shift = Vector{Float32}(undef, ne(g)) + for (i,e) in enumerate(edges(g)) t = getattr(shift, i, 0.5) if t === :end From 498dfa1ce35b337ef7c61392d887e1086a89879a Mon Sep 17 00:00:00 2001 From: fredcallaway Date: Tue, 27 Feb 2024 11:21:32 -0500 Subject: [PATCH 2/6] arrow_shift :end fixes --- src/beziercurves.jl | 9 ++++++--- src/recipes.jl | 41 ++++++----------------------------------- src/utils.jl | 34 +++++----------------------------- 3 files changed, 17 insertions(+), 67 deletions(-) diff --git a/src/beziercurves.jl b/src/beziercurves.jl index 832e3c11..7a88f7b3 100644 --- a/src/beziercurves.jl +++ b/src/beziercurves.jl @@ -43,11 +43,14 @@ ptype(::Union{AbstractPath{PT}, Type{<:AbstractPath{PT}}}) where {PT} = PT straighten(l::Line) = l straighten(p::BezierPath) = Line(interpolate(p,0.0), interpolate(p,1.0)) -adjust_endpoint(line::Line, p) = Line(line.p0, p) +adjust_endpoint(l::Line, p) = Line(l.p0, p) +adjust_endpoint(::MoveTo, p) = MoveTo(p) +adjust_endpoint(::LineTo, p) = LineTo(p) +adjust_endpoint(c::CurveTo, p) = CurveTo(c.c1, c.c2, p) + function adjust_endpoint(path::BezierPath, p) commands = copy(path.commands) - c = commands[end] - commands[end] = CurveTo(c.c1, c.c2, p) + commands[end] = adjust_endpoint(commands[end], p) BezierPath(commands) end diff --git a/src/recipes.jl b/src/recipes.jl index 06a9e36a..fd013fff 100644 --- a/src/recipes.jl +++ b/src/recipes.jl @@ -308,7 +308,8 @@ function Makie.plot!(gp::GraphPlot) Billboard(Float32[]) end arrow_show_m = @lift $(gp.arrow_show) === automatic ? Graphs.is_directed($graph) : $(gp.arrow_show) - arrow_heads = scatter!(gp, + + arrow_plot = gp[:arrow_plot] = scatter!(gp, arrow_pos; marker = prep_edge_attributes(gp.arrow_marker, graph, dfth.arrow_marker), markersize = prep_edge_attributes(gp.arrow_size, graph, dfth.arrow_size), @@ -330,13 +331,13 @@ function Makie.plot!(gp::GraphPlot) end # actually plot edges - edge_plot = edgeplot!(gp, edge_paths; + edge_plot = gp[:edge_plot] = edgeplot!(gp, edge_paths; color=prep_edge_attributes(gp.edge_color, graph, dfth.edge_color), linewidth=prep_edge_attributes(gp.edge_width, graph, dfth.edge_width), gp.edge_attr...) # plot vertices - vertex_plot = scatter!(gp, node_pos; + vertex_plot = gp[:node_plot] = scatter!(gp, node_pos; color=prep_vertex_attributes(node_color_m, graph, scatter_theme.color), marker=prep_vertex_attributes(node_marker_m, graph, scatter_theme.marker), markersize=prep_vertex_attributes(node_size_m, graph, scatter_theme.markersize), @@ -359,7 +360,7 @@ function Makie.plot!(gp::GraphPlot) $(gp.nlabels_distance) .* align_to_dir($(gp.nlabels_align)) end - nlabels_plot = text!(gp, positions; + nlabels_plot = gp[:nlabels_plot] = text!(gp, positions; text=prep_vertex_attributes(gp.nlabels, graph, Observable("")), align=prep_vertex_attributes(gp.nlabels_align, graph, dfth.nlabels_align), color=prep_vertex_attributes(gp.nlabels_color, graph, dfth.nlabels_color), @@ -408,7 +409,7 @@ function Makie.plot!(gp::GraphPlot) offsets = map(p -> Point(-p.data[2], p.data[1])/norm(p), tangent_px) offsets .= elabels_distance_offset(graph[], gp.attributes) .* offsets end - elabels_plot = text!(gp, positions; + elabels_plot = gp[:elabels_plot] = text!(gp, positions; text=prep_edge_attributes(gp.elabels, graph, Observable("")), rotation=rotation, offset=offsets, @@ -790,36 +791,6 @@ function update_arrow_shift(g, gp, edge_paths::Vector{<:AbstractPath{PT}}, to_px return arrow_shift end -function update_paths_ends(g, gp, edge_paths::Vector{<:AbstractPath{PT}}, arrow_pos) where {PT} - arrow_shift = Vector{Float32}(undef, ne(g)) - - for (i,e) in enumerate(edges(g)) - t = getattr(shift, i, 0.5) - if t === :end - j = dst(e) - p0 = getattr(gp.node_pos, j) - node_marker = getattr(node_markers, j) - node_size = getattr(node_sizes, j) - arrow_marker = getattr(gp.arrow_marker, i) - arrow_size = getattr(gp.arrow_size, i) - d = distance_between_markers(node_marker, node_size, arrow_marker, arrow_size) - p1 = point_near_dst(edge_paths[i], p0, d, to_px) - t = inverse_interpolate(edge_paths[i], p1) - if isnan(t) - @warn """ - Shifting arrowheads to destination nodes failed. - This can happen when the markers are inadequately scaled (e.g., when zooming out too far). - Arrow shift has been reset to 0.5. - """ - t = 0.5 - end - end - arrow_shift[i] = t - end - - return arrow_shift -end - function update_arrow_shift(g, gp, edge_paths::Vector{<:AbstractPath{<:Point3}}, to_px, shift) arrow_shift = Vector{Float32}(undef, ne(g)) diff --git a/src/utils.jl b/src/utils.jl index 365f8034..b3d24daf 100644 --- a/src/utils.jl +++ b/src/utils.jl @@ -1,42 +1,18 @@ export get_edge_plot, get_arrow_plot, get_node_plot, get_nlabel_plot, get_elabel_plot "Get the `EdgePlot` subplot from a `GraphPlot`." -function get_edge_plot(gp::GraphPlot) - p = gp.plots[1] - @assert p isa EdgePlot - return p -end +get_edge_plot(gp::GraphPlot) = gp.edge_plot[] "Get the scatter plot of the arrow heads from a `GraphPlot`." -function get_arrow_plot(gp::GraphPlot) - p = gp.plots[2] - @assert p isa Scatter - return p -end +get_arrow_plot(gp::GraphPlot) = gp.arrow_plot[] "Get the scatter plot of the nodes from a `GraphPlot`." -function get_node_plot(gp::GraphPlot) - p = gp.plots[3] - @assert p isa Scatter - @assert p[1][] == gp[:node_pos][] - return p -end +get_node_plot(gp::GraphPlot) = gp.node_plot[] "Get the text plot of the node labels from a `GraphPlot`." -get_nlabel_plot(gp::GraphPlot) = _get_label_plot(gp, gp.nlabels[]) +get_nlabel_plot(gp::GraphPlot) = hasproperty(gp, :nlabels_plot) ? gp.nlabels_plot[] : nothing "Get the text plot of the edge labels from a `GraphPlot`." -get_elabel_plot(gp::GraphPlot) = _get_label_plot(gp, gp.elabels[]) - -function _get_label_plot(gp::GraphPlot, labels) - ps = filter(p -> p isa Makie.Text && p[:text][] == labels, gp.plots) - if isempty(ps) - return nothing - elseif length(ps) == 1 - return ps[1] - else - error("Could not determine plot $ps") - end -end +get_elabel_plot(gp::GraphPlot) = hasproperty(gp, :elabels_plot) ? gp.elabels_plot[] : nothing """ getedgekeys(gr::G, edgedat::D) where {G<:AbstractGraph, K<:AbstractEdge, D<:AbstractDict{K}, IsDirected{G}} From 24cced4fc32cb5b1ad72ec66158723421ac65dd9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Hans=20W=C3=BCrfel?= Date: Mon, 4 Mar 2024 15:13:10 +0100 Subject: [PATCH 3/6] explicitly pass down plottype for edgeplot --- src/recipes.jl | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/src/recipes.jl b/src/recipes.jl index fd013fff..b3f5abba 100644 --- a/src/recipes.jl +++ b/src/recipes.jl @@ -332,6 +332,7 @@ function Makie.plot!(gp::GraphPlot) # actually plot edges edge_plot = gp[:edge_plot] = edgeplot!(gp, edge_paths; + plottype=gp[:edge_plottype][], color=prep_edge_attributes(gp.edge_color, graph, dfth.edge_color), linewidth=prep_edge_attributes(gp.edge_width, graph, dfth.edge_width), gp.edge_attr...) @@ -642,13 +643,16 @@ draw using bezier segments. All attributes are passed down to the actual recipe. """ @recipe(EdgePlot, paths) do scene - Attributes() + Attributes(plottype=automatic) end function Makie.plot!(p::EdgePlot) N = length(p[:paths][]) - if eltype(p[:paths][]) <: Line + plottype = pop!(p.attributes, :plottype)[] + alllines = eltype(p[:paths][]) <: Line + + if alllines && plottype != :beziersegments PT = ptype(eltype(p[:paths][])) segs = Observable(Vector{PT}(undef, 2*N)) @@ -658,8 +662,10 @@ function Makie.plot!(p::EdgePlot) end linesegments!(p, segs; p.attributes...) - else + elseif plottype != :linesegments beziersegments!(p, p[:paths]; p.attributes...) + else + error("Impossible combination of plottype=$plottype and alllines=$alllines.") end return p From 9f89233257db27277e912963dd59b1e8bd999a02 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Hans=20W=C3=BCrfel?= Date: Mon, 4 Mar 2024 15:25:55 +0100 Subject: [PATCH 4/6] restor ordering of arrow and edge plot to fix tests --- src/recipes.jl | 27 ++++++++++++++------------- 1 file changed, 14 insertions(+), 13 deletions(-) diff --git a/src/recipes.jl b/src/recipes.jl index b3f5abba..1086f5af 100644 --- a/src/recipes.jl +++ b/src/recipes.jl @@ -307,19 +307,6 @@ function Makie.plot!(gp::GraphPlot) else Billboard(Float32[]) end - arrow_show_m = @lift $(gp.arrow_show) === automatic ? Graphs.is_directed($graph) : $(gp.arrow_show) - - arrow_plot = gp[:arrow_plot] = scatter!(gp, - arrow_pos; - marker = prep_edge_attributes(gp.arrow_marker, graph, dfth.arrow_marker), - markersize = prep_edge_attributes(gp.arrow_size, graph, dfth.arrow_size), - color=prep_edge_attributes(gp.edge_color, graph, dfth.edge_color), - rotations = arrow_rot, - strokewidth = 0.0, - markerspace = :pixel, - visible = arrow_show_m, - gp.arrow_attr...) - # update edge paths to line up with arrow heads if arrow_shift = :end edge_paths = gp[:edge_paths] = @lift map($init_edge_paths, $arrow_pos, eachindex($arrow_pos)) do ep, ap, i @@ -337,6 +324,20 @@ function Makie.plot!(gp::GraphPlot) linewidth=prep_edge_attributes(gp.edge_width, graph, dfth.edge_width), gp.edge_attr...) + # arrow plots + arrow_show_m = @lift $(gp.arrow_show) === automatic ? Graphs.is_directed($graph) : $(gp.arrow_show) + arrow_plot = gp[:arrow_plot] = scatter!(gp, + arrow_pos; + marker = prep_edge_attributes(gp.arrow_marker, graph, dfth.arrow_marker), + markersize = prep_edge_attributes(gp.arrow_size, graph, dfth.arrow_size), + color=prep_edge_attributes(gp.edge_color, graph, dfth.edge_color), + rotations = arrow_rot, + strokewidth = 0.0, + markerspace = :pixel, + visible = arrow_show_m, + gp.arrow_attr...) + + # plot vertices vertex_plot = gp[:node_plot] = scatter!(gp, node_pos; color=prep_vertex_attributes(node_color_m, graph, scatter_theme.color), From 9b203beae4a2c55eb203a9fe3c5a91fe931b75ec Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Hans=20W=C3=BCrfel?= Date: Tue, 12 Mar 2024 10:47:09 +0100 Subject: [PATCH 5/6] update reftests --- assets/reftests.jl-14.png | Bin 18911 -> 17691 bytes assets/reftests.jl-15.png | Bin 17368 -> 16027 bytes assets/reftests.jl-16.png | Bin 17434 -> 16749 bytes assets/reftests.jl-17.png | Bin 17472 -> 16963 bytes 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zvr?$0W+tT;@_>OsD0p*-UE2$D>R#Om@D+wd@4}^lX~Nu?E1;v%JVpQjQ9ZO3P6$ao$12=poWd-K zHq*uJu)OuBF;{GR-G2G|%YXyweIN!}+i616vC`oaXeS0`22K^|z|fAv4{dn&SMrNd zRsOf&DU&Opv5Sh%JBx#6s@+X-)8kOF&!bL-_LH5&;?@1=7w|6yB%c4f08O$iQVqA) zss8I>i5L Date: Tue, 12 Mar 2024 13:11:12 +0100 Subject: [PATCH 6/6] fixed reftests failing due to glyph plotting also removed decorations where applicable to prevent future breaking if only the axis decorations chagen --- assets/plots.jl-04.png | Bin 27901 -> 27827 bytes assets/plots.jl-05.png | Bin 26241 -> 26238 bytes assets/plots.jl-06.png | Bin 20869 -> 20832 bytes assets/plots.jl-07.png | Bin 20856 -> 20871 bytes assets/plots.jl-13.png | Bin 31350 -> 31948 bytes assets/plots.jl-14.png | Bin 19862 -> 19914 bytes assets/plots.jl-15.png | Bin 32193 -> 33462 bytes assets/plots.jl-16.png | Bin 35753 -> 33902 bytes assets/plots.jl-17.png | Bin 99777 -> 100047 bytes assets/reftests.jl-01.png | Bin 12858 -> 16342 bytes assets/reftests.jl-02.png | Bin 3411 -> 4040 bytes 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b/docs/examples/reftests.jl index 1a854187..66bc8769 100644 --- a/docs/examples/reftests.jl +++ b/docs/examples/reftests.jl @@ -70,10 +70,12 @@ g = complete_digraph(3) elabels = repr.(edges(g)) nlabels = repr.(1:nv(g)) fig, ax, p = graphplot(g; elabels, nlabels, elabels_fontsize=10) +hidedecorations!(ax) @save_reference fig # limits!(ax, ax.finallimits[]) # freeze the limits p[:node_pos][] = Point2f.([(1., -.5), (-1.,0.), (-1.,-1.)]) +hidedecorations!(ax) @save_reference fig # ## Change of the underlying graph @@ -115,28 +117,33 @@ graphplot(fig[1,1], edge_attr = (; linestyle = [:dot, :dash]), edge_plottype = :beziersegments, ) +hidedecorations!(current_axis()) graphplot(fig[1,2], DiGraph([Edge(1 => 2), Edge(2 => 1)]), edge_attr = (; linestyle = [:dot, :dash]), edge_plottype = :beziersegments, ) +hidedecorations!(current_axis()) graphplot(fig[2,1], DiGraph([Edge(1 => 2), Edge(2 => 3), Edge(3=>4), Edge(4=>1)]), edge_attr = (; linestyle = Linestyle([0.5, 1.0, 1.5, 2.5])), edge_plottype = :beziersegments, ) +hidedecorations!(current_axis()) @save_reference fig # ## Self loop with waypoints g1 = SimpleDiGraph(1) add_edge!(g1, 1, 1) #add self loop fig, ax, p = graphplot(g1, layout = [(0,0)], waypoints = [[(1,-1),(1,1),(-1,1),(-1,-1)]]) +hidedecorations!(ax) @save_reference fig # ## Shift arrows to nodes fig, ax, p=graphplot(SimpleDiGraph(ones(2,2)),node_size=50,arrow_size=20,curve_distance=0.5,arrow_shift=:end) +hidedecorations!(ax) @save_reference fig # ### update shifts @@ -147,6 +154,7 @@ add_edge!(g, 1, 1); add_edge!(g, 1, 2); add_edge!(g, 2, 1); add_edge!(g, 2, 3); fig, ax, p = graphplot(g; arrow_shift=:end, node_size=[20 for _ in 1:nv(g)], arrow_size=[20 for _ in 1:ne(g)]) +hidedecorations!(ax) @save_reference fig p.node_size[][1] = 40 @@ -175,16 +183,19 @@ fig, ax, p = graphplot(g; arrow_shift=:end, layout=SquareGrid(cols=2), arrow_attr=(color=:blue,), edge_color=:red) xlims!(-.5,1.5); ylims!(-3.5,.5) +hidedecorations!(ax) @save_reference fig # ## Inner node labels fig, ax, p = graphplot(cycle_digraph(3), ilabels=[1, L"\sum_{i=1}^n \alpha^i", "a label"], node_marker=Circle) +hidedecorations!(ax) @save_reference fig # Interact with `arrow_shift=:end` fig, ax, p = graphplot(cycle_digraph(3), ilabels=[1, L"\sum_{i=1}^n \alpha^i", "a label"], node_marker=Circle, arrow_shift=:end) +hidedecorations!(ax) @save_reference fig # Update observables @@ -204,6 +215,7 @@ gc = circular_ladder_graph(5); ons = Observable(30); onf = Observable(30); fig,ax,p = graphplot(gc; nlabels=repr.(vertices(gc)), node_size=ons, nlabels_fontsize=onf) +hidedecorations!(ax) @save_reference fig # Change node size @@ -219,6 +231,7 @@ onf[] = 10; # check changes onf = Observable(Dict(1=>30, 10=>30)); ons = Observable(Dict(1=>30, 10=>30)); fig,ax,p = graphplot(gc; nlabels=repr.(vertices(gc)), node_size=ons, nlabels_fontsize=onf) +hidedecorations!(ax) @save_reference fig # Change label font size @@ -233,6 +246,7 @@ onf[] = Dict(7=>30); # check changes ons = Observable(DefaultDict(70, 1=>30, 10=>30)); onf = Observable(DefaultDict(70, 1=>30, 10=>30)); fig,ax,p = graphplot(gc; nlabels=repr.(vertices(gc)), node_size=ons, nlabels_fontsize=onf) +hidedecorations!(ax) @save_reference fig # Change node size @@ -248,42 +262,51 @@ onf[] = DefaultDict(20, 10=>70); # check changes # First with a normal `Dict` gc = circular_ladder_graph(5); fig,ax,p = graphplot(gc, nlabels=Dict(1=>"One", 2 => "Two")) +hidedecorations!(ax) @save_reference fig # And also with a `DefaultDict` fig,ax,p = graphplot(gc, nlabels=DefaultDict("Unknown", 1=>"One", 2 => "Two")) +hidedecorations!(ax) @save_reference fig # ## Use Dict{Edge} for edge arguments fig,ax,p = graphplot(gc, edge_color=Dict(Edge(7,8)=>:blue)) +hidedecorations!(ax) @save_reference fig # try out also the DefaultDict fig,ax,p = graphplot(gc, edge_color=DefaultDict(:green, Edge(7,8)=>:blue)) +hidedecorations!(ax) @save_reference fig # Of course you can still use integers labeling ind = findfirst(==(Edge(7,8)) , collect(edges(gc))) fig,ax,p = graphplot(gc, edge_color=DefaultDict(:green, ind=>:blue)) +hidedecorations!(ax) @save_reference fig # The same can be done with all enumerations of edge arguments fig,ax,p = graphplot(gc, elabels=DefaultDict("Unknown", Edge(1,2)=>"1-2", Edge(7,8) => "7-8")) +hidedecorations!(ax) @save_reference fig # directed and undirected graphs are handled appropriately. # For example for directed graphs gcd = SimpleDiGraph(gc) fig,ax,p = graphplot(gcd, elabels=DefaultDict("Unknown", Edge(8,7)=>"8-7", Edge(2,7) => "2-7"), nlabels=repr.(vertices(gcd))) +hidedecorations!(ax) @save_reference fig # and non-directed graphs fig,ax,p = graphplot(gc, elabels=DefaultDict("Unknown", Edge(8,7)=>"8-7", Edge(2,7) => "2-7"), nlabels=repr.(vertices(gc))) +hidedecorations!(ax) @save_reference fig # Test edge-specific updates ec = Observable(Dict(Edge(8,7)=>:blue)) fig,ax,p = graphplot(gc, edge_color=ec, nlabels=repr.(vertices(gc))) +hidedecorations!(ax) @save_reference fig # update `Observable`

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