Plots.jl/src/backends/plotly.jl
2016-08-12 02:46:33 -07:00

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# https://plot.ly/javascript/getting-started
supported_args(::PlotlyBackend) = merge_with_base_supported([
:annotations,
:background_color_legend, :background_color_inside, :background_color_outside,
:foreground_color_legend, :foreground_color_guide,
# :foreground_color_grid, :foreground_color_axis,
:foreground_color_text, :foreground_color_border,
:foreground_color_title,
:label,
:seriescolor, :seriesalpha,
:linecolor, :linestyle, :linewidth, :linealpha,
:markershape, :markercolor, :markersize, :markeralpha,
:markerstrokewidth, :markerstrokecolor, :markerstrokealpha, :markerstrokestyle,
:fillrange, :fillcolor, :fillalpha,
:bins,
:title, :title_location, :titlefont,
:window_title,
:guide, :lims, :ticks, :scale, :flip, :rotation,
:tickfont, :guidefont, :legendfont,
:grid, :legend, :colorbar,
:marker_z, :levels,
:ribbon, :quiver,
:orientation,
# :overwrite_figure,
:polar,
:normalize, :weights,
# :contours, :aspect_ratio,
:hover,
:inset_subplots,
])
supported_types(::PlotlyBackend) = [
:path, :scatter, :bar, :pie, :heatmap,
:contour, :surface, :path3d, :scatter3d, :shape, :scattergl,
]
supported_styles(::PlotlyBackend) = [:auto, :solid, :dash, :dot, :dashdot]
supported_markers(::PlotlyBackend) = [
:none, :auto, :circle, :rect, :diamond, :utriangle, :dtriangle,
:cross, :xcross, :pentagon, :hexagon, :octagon, :vline, :hline
]
supported_scales(::PlotlyBackend) = [:identity, :log10]
is_subplot_supported(::PlotlyBackend) = true
is_string_supported(::PlotlyBackend) = true
# --------------------------------------------------------------------------------------
function _initialize_backend(::PlotlyBackend; kw...)
@eval begin
import JSON
JSON._print(io::IO, state::JSON.State, dt::Union{Date,DateTime}) = print(io, '"', dt, '"')
_js_path = joinpath(dirname(@__FILE__), "..", "..", "deps", "plotly-latest.min.js")
_js_code = open(readstring, _js_path, "r")
# borrowed from https://github.com/plotly/plotly.py/blob/2594076e29584ede2d09f2aa40a8a195b3f3fc66/plotly/offline/offline.py#L64-L71 c/o @spencerlyon2
_js_script = """
<script type='text/javascript'>
define('plotly', function(require, exports, module) {
$(_js_code)
});
require(['plotly'], function(Plotly) {
window.Plotly = Plotly;
});
</script>
"""
# if we're in IJulia call setupnotebook to load js and css
if isijulia()
display("text/html", _js_script)
end
# if isatom()
# import Atom
# Atom.@msg evaljs(_js_code)
# end
end
# TODO: other initialization
end
# ----------------------------------------------------------------
function plotly_font(font::Font, color = font.color)
KW(
:family => font.family,
:size => round(Int, font.pointsize*1.4),
:color => rgba_string(color),
)
end
function plotly_annotation_dict(x, y, val; xref="paper", yref="paper")
KW(
:text => val,
:xref => xref,
:x => x,
:yref => xref,
:y => y,
:showarrow => false,
)
end
function plotly_annotation_dict(x, y, ptxt::PlotText; xref="paper", yref="paper")
merge(plotly_annotation_dict(x, y, ptxt.str; xref=xref, yref=yref), KW(
:font => plotly_font(ptxt.font),
:xanchor => ptxt.font.halign == :hcenter ? :center : ptxt.font.halign,
:yanchor => ptxt.font.valign == :vcenter ? :middle : ptxt.font.valign,
:rotation => ptxt.font.rotation,
))
end
# function get_annotation_dict_for_arrow(d::KW, xyprev::Tuple, xy::Tuple, a::Arrow)
# xdiff = xyprev[1] - xy[1]
# ydiff = xyprev[2] - xy[2]
# dist = sqrt(xdiff^2 + ydiff^2)
# KW(
# :showarrow => true,
# :x => xy[1],
# :y => xy[2],
# # :ax => xyprev[1] - xy[1],
# # :ay => xy[2] - xyprev[2],
# # :ax => 0,
# # :ay => -40,
# :ax => 10xdiff / dist,
# :ay => -10ydiff / dist,
# :arrowcolor => rgba_string(d[:linecolor]),
# :xref => "x",
# :yref => "y",
# :arrowsize => 10a.headwidth,
# # :arrowwidth => a.headlength,
# :arrowwidth => 0.1,
# )
# end
function plotly_scale(scale::Symbol)
if scale == :log10
"log"
else
"-"
end
end
# this method gets the start/end in percentage of the canvas for this axis direction
function plotly_domain(sp::Subplot, letter)
figw, figh = sp.plt[:size]
pcts = bbox_to_pcts(sp.plotarea, figw*px, figh*px)
i1,i2 = (letter == :x ? (1,3) : (2,4))
[pcts[i1], pcts[i1]+pcts[i2]]
end
function plotly_axis(axis::Axis, sp::Subplot)
letter = axis[:letter]
ax = KW(
:title => axis[:guide],
:showgrid => sp[:grid],
:zeroline => false,
)
if letter in (:x,:y)
ax[:domain] = plotly_domain(sp, letter)
ax[:anchor] = "$(letter==:x ? :y : :x)$(plotly_subplot_index(sp))"
end
rot = axis[:rotation]
if rot != 0
ax[:tickangle] = rot
end
if !(axis[:ticks] in (nothing, :none))
ax[:titlefont] = plotly_font(axis[:guidefont], axis[:foreground_color_guide])
ax[:type] = plotly_scale(axis[:scale])
ax[:tickfont] = plotly_font(axis[:tickfont], axis[:foreground_color_text])
ax[:tickcolor] = rgba_string(axis[:foreground_color_border])
ax[:linecolor] = rgba_string(axis[:foreground_color_border])
# lims
lims = axis[:lims]
if lims != :auto && limsType(lims) == :limits
ax[:range] = lims
end
# flip
if axis[:flip]
ax[:autorange] = "reversed"
end
# ticks
ticks = get_ticks(axis)
if ticks != :auto
ttype = ticksType(ticks)
if ttype == :ticks
ax[:tickmode] = "array"
ax[:tickvals] = ticks
elseif ttype == :ticks_and_labels
ax[:tickmode] = "array"
ax[:tickvals], ax[:ticktext] = ticks
end
end
else
ax[:showticklabels] = false
ax[:showgrid] = false
end
ax
end
function plotly_layout(plt::Plot)
d_out = KW()
w, h = plt[:size]
d_out[:width], d_out[:height] = w, h
d_out[:paper_bgcolor] = rgba_string(plt[:background_color_outside])
d_out[:margin] = KW(:l=>0, :b=>0, :r=>0, :t=>20)
d_out[:annotations] = KW[]
for sp in plt.subplots
spidx = plotly_subplot_index(sp)
# add an annotation for the title... positioned horizontally relative to plotarea,
# but vertically just below the top of the subplot bounding box
if sp[:title] != ""
bb = plotarea(sp)
tpos = sp[:title_location]
xmm = if tpos == :left
left(bb)
elseif tpos == :right
right(bb)
else
0.5 * (left(bb) + right(bb))
end
titlex, titley = xy_mm_to_pcts(xmm, top(bbox(sp)), w*px, h*px)
titlefont = font(sp[:titlefont], :top, sp[:foreground_color_title])
push!(d_out[:annotations], plotly_annotation_dict(titlex, titley, text(sp[:title], titlefont)))
end
d_out[:plot_bgcolor] = rgba_string(sp[:background_color_inside])
# TODO: x/y axis tick values/labels
# if any(is3d, seriesargs)
if is3d(sp)
d_out[:scene] = KW(
Symbol("xaxis$spidx") => plotly_axis(sp[:xaxis], sp),
Symbol("yaxis$spidx") => plotly_axis(sp[:yaxis], sp),
Symbol("zaxis$spidx") => plotly_axis(sp[:zaxis], sp),
)
else
d_out[Symbol("xaxis$spidx")] = plotly_axis(sp[:xaxis], sp)
d_out[Symbol("yaxis$spidx")] = plotly_axis(sp[:yaxis], sp)
end
# legend
d_out[:showlegend] = sp[:legend] != :none
if sp[:legend] != :none
d_out[:legend] = KW(
:bgcolor => rgba_string(sp[:background_color_legend]),
:bordercolor => rgba_string(sp[:foreground_color_legend]),
:font => plotly_font(sp[:legendfont], sp[:foreground_color_legend]),
)
end
# annotations
append!(d_out[:annotations], KW[plotly_annotation_dict(ann...; xref = "x$spidx", yref = "y$spidx") for ann in sp[:annotations]])
# # arrows
# for sargs in seriesargs
# a = sargs[:arrow]
# if sargs[:seriestype] in (:path, :line) && typeof(a) <: Arrow
# add_arrows(sargs[:x], sargs[:y]) do xyprev, xy
# push!(d_out[:annotations], get_annotation_dict_for_arrow(sargs, xyprev, xy, a))
# end
# end
# end
if ispolar(sp)
d_out[:direction] = "counterclockwise"
end
d_out
end
# turn off hover if nothing's using it
if all(series -> series.d[:hover] in (false,:none), plt.series_list)
d_out[:hovermode] = "none"
end
d_out
end
function plotly_layout_json(plt::Plot)
JSON.json(plotly_layout(plt))
end
function plotly_colorscale(grad::ColorGradient, α)
[[grad.values[i], rgb_string(grad.colors[i])] for i in 1:length(grad.colors)]
end
plotly_colorscale(c, α) = plotly_colorscale(cgrad(alpha=α), α)
# plotly_colorscale(c, alpha = nothing) = plotly_colorscale(cgrad(), alpha)
const _plotly_markers = KW(
:rect => "square",
:xcross => "x",
:x => "x",
:utriangle => "triangle-up",
:dtriangle => "triangle-down",
:star5 => "star-triangle-up",
:vline => "line-ns",
:hline => "line-ew",
)
function plotly_subplot_index(sp::Subplot)
spidx = sp[:subplot_index]
spidx == 1 ? "" : spidx
end
# the Shape contructor will automatically close the shape. since we need it closed,
# we split by NaNs and then construct/destruct the shapes to get the closed coords
function plotly_close_shapes(x, y)
xs, ys = nansplit(x), nansplit(y)
for i=1:length(xs)
shape = Shape(xs[i], ys[i])
xs[i], ys[i] = shape_coords(shape)
end
nanvcat(xs), nanvcat(ys)
end
plotly_data(v) = collect(v)
plotly_data{R<:Rational}(v::AbstractArray{R}) = float(v)
# get a dictionary representing the series params (d is the Plots-dict, d_out is the Plotly-dict)
function plotly_series(plt::Plot, series::Series)
st = series[:seriestype]
if st == :shape
return plotly_series_shapes(plt, series)
end
sp = series[:subplot]
d_out = KW()
# these are the axes that the series should be mapped to
spidx = plotly_subplot_index(sp)
d_out[:xaxis] = "x$spidx"
d_out[:yaxis] = "y$spidx"
d_out[:showlegend] = should_add_to_legend(series)
x, y = plotly_data(series[:x]), plotly_data(series[:y])
d_out[:name] = series[:label]
isscatter = st in (:scatter, :scatter3d, :scattergl)
hasmarker = isscatter || series[:markershape] != :none
hasline = st in (:path, :path3d)
# set the "type"
if st in (:path, :scatter, :scattergl)
d_out[:type] = st==:scattergl ? "scattergl" : "scatter"
d_out[:mode] = if hasmarker
hasline ? "lines+markers" : "markers"
else
hasline ? "lines" : "none"
end
if series[:fillrange] == true || series[:fillrange] == 0
d_out[:fill] = "tozeroy"
d_out[:fillcolor] = rgba_string(series[:fillcolor])
elseif !(series[:fillrange] in (false, nothing))
warn("fillrange ignored... plotly only supports filling to zero. fillrange: $(series[:fillrange])")
end
d_out[:x], d_out[:y] = x, y
elseif st == :bar
d_out[:type] = "bar"
d_out[:x], d_out[:y] = x, y
d_out[:orientation] = isvertical(series) ? "v" : "h"
elseif st == :heatmap
d_out[:type] = "heatmap"
d_out[:x], d_out[:y], d_out[:z] = series[:x], series[:y], transpose_z(series, series[:z].surf, false)
d_out[:colorscale] = plotly_colorscale(series[:fillcolor], series[:fillalpha])
elseif st == :contour
d_out[:type] = "contour"
d_out[:x], d_out[:y], d_out[:z] = series[:x], series[:y], transpose_z(series, series[:z].surf, false)
# d_out[:showscale] = series[:colorbar] != :none
d_out[:ncontours] = series[:levels]
d_out[:contours] = KW(:coloring => series[:fillrange] != nothing ? "fill" : "lines")
d_out[:colorscale] = plotly_colorscale(series[:linecolor], series[:linealpha])
elseif st in (:surface, :wireframe)
d_out[:type] = "surface"
d_out[:x], d_out[:y], d_out[:z] = series[:x], series[:y], transpose_z(series, series[:z].surf, false)
d_out[:colorscale] = plotly_colorscale(series[:fillcolor], series[:fillalpha])
elseif st == :pie
d_out[:type] = "pie"
d_out[:labels] = pie_labels(sp, series)
d_out[:values] = y
d_out[:hoverinfo] = "label+percent+name"
elseif st in (:path3d, :scatter3d)
d_out[:type] = "scatter3d"
d_out[:mode] = if hasmarker
hasline ? "lines+markers" : "markers"
else
hasline ? "lines" : "none"
end
d_out[:x], d_out[:y] = x, y
d_out[:z] = plotly_data(series[:z])
else
warn("Plotly: seriestype $st isn't supported.")
return KW()
end
# add "marker"
if hasmarker
d_out[:marker] = KW(
:symbol => get(_plotly_markers, series[:markershape], string(series[:markershape])),
# :opacity => series[:markeralpha],
:size => 2 * series[:markersize],
# :color => rgba_string(series[:markercolor]),
:line => KW(
:color => rgba_string(series[:markerstrokecolor]),
:width => series[:markerstrokewidth],
),
)
# gotta hack this (for now?) since plotly can't handle rgba values inside the gradient
d_out[:marker][:color] = if series[:marker_z] == nothing
rgba_string(series[:markercolor])
else
# grad = ColorGradient(series[:markercolor], alpha=series[:markeralpha])
grad = series[:markercolor]
zmin, zmax = extrema(series[:marker_z])
[rgba_string(grad[(zi - zmin) / (zmax - zmin)]) for zi in series[:marker_z]]
end
end
# add "line"
if hasline
d_out[:line] = KW(
:color => rgba_string(series[:linecolor]),
:width => series[:linewidth],
:shape => if st == :steppre
"vh"
elseif st == :steppost
"hv"
else
"linear"
end,
:dash => string(series[:linestyle]),
# :dash => "solid",
)
end
plotly_polar!(d_out, series)
plotly_hover!(d_out, series[:hover])
[d_out]
end
function plotly_series_shapes(plt::Plot, series::Series)
d_outs = []
# TODO: create a d_out for each polygon
# x, y = series[:x], series[:y]
# these are the axes that the series should be mapped to
spidx = plotly_subplot_index(series[:subplot])
base_d = KW()
base_d[:xaxis] = "x$spidx"
base_d[:yaxis] = "y$spidx"
base_d[:name] = series[:label]
# base_d[:legendgroup] = series[:label]
x, y = plotly_data(series[:x]), plotly_data(series[:y])
for (i,rng) in enumerate(iter_segments(x,y))
length(rng) < 2 && continue
# to draw polygons, we actually draw lines with fill
d_out = merge(base_d, KW(
:type => "scatter",
:mode => "lines",
:x => vcat(x[rng], x[rng[1]]),
:y => vcat(y[rng], y[rng[1]]),
:fill => "tozeroy",
:fillcolor => rgba_string(cycle(series[:fillcolor], i)),
))
if series[:markerstrokewidth] > 0
d_out[:line] = KW(
:color => rgba_string(cycle(series[:linecolor], i)),
:width => series[:linewidth],
:dash => string(series[:linestyle]),
)
end
d_out[:showlegend] = i==1 ? should_add_to_legend(series) : false
plotly_polar!(d_out, series)
plotly_hover!(d_out, cycle(series[:hover], i))
push!(d_outs, d_out)
end
d_outs
end
function plotly_polar!(d_out::KW, series::Series)
# convert polar plots x/y to theta/radius
if ispolar(series[:subplot])
d_out[:t] = rad2deg(pop!(d_out, :x))
d_out[:r] = pop!(d_out, :y)
end
end
function plotly_hover!(d_out::KW, hover)
# hover text
if hover in (:none, false)
d_out[:hoverinfo] = "none"
elseif hover != nothing
d_out[:hoverinfo] = "text"
d_out[:text] = hover
end
end
# get a list of dictionaries, each representing the series params
function plotly_series_json(plt::Plot)
slist = []
for series in plt.series_list
append!(slist, plotly_series(plt, series))
end
JSON.json(slist)
# JSON.json(map(series -> plotly_series(plt, series), plt.series_list))
end
# ----------------------------------------------------------------
function html_head(plt::Plot{PlotlyBackend})
"<script src=\"$(joinpath(dirname(@__FILE__),"..","..","deps","plotly-latest.min.js"))\"></script>"
end
function html_body(plt::Plot{PlotlyBackend}, style = nothing)
if style == nothing
w, h = plt[:size]
style = "width:$(w)px;height:$(h)px;"
end
uuid = Base.Random.uuid4()
html = """
<div id=\"$(uuid)\" style=\"$(style)\"></div>
<script>
PLOT = document.getElementById('$(uuid)');
Plotly.plot(PLOT, $(plotly_series_json(plt)), $(plotly_layout_json(plt)));
</script>
"""
html
end
function js_body(plt::Plot{PlotlyBackend}, uuid)
js = """
PLOT = document.getElementById('$(uuid)');
Plotly.plot(PLOT, $(plotly_series_json(plt)), $(plotly_layout_json(plt)));
"""
end
# ----------------------------------------------------------------
function _show(io::IO, ::MIME"image/png", plt::Plot{PlotlyBackend})
show_png_from_html(io, plt)
end
function _show(io::IO, ::MIME"image/svg+xml", plt::Plot{PlotlyBackend})
write(io, html_head(plt) * html_body(plt))
end
function _display(plt::Plot{PlotlyBackend})
standalone_html_window(plt)
end