mantao/Plots.jl
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Merge 1439a7e289f12e42a5d17807a8d58cce3da3d958 into 73bd3fa60c24a4206e3b1deb98a13f9763f423fe

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This commit is contained in:
Josef Heinen 2016-03-07 15:44:53 +00:00
commit 448e7bcfb2
8 changed files with 200 additions and 86 deletions
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1
REQUIRE
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@ -4,3 +4,4 @@ Colors
Reexport
Compat
Requires
FixedSizeArrays

1
src/Plots.jl
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@ -7,6 +7,7 @@ using Compat
using Reexport
@reexport using Colors
using Requires
using FixedSizeArrays
export
Plot,

2
src/animation.jl
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@ -31,7 +31,7 @@ function gif(anim::Animation, fn::@compat(AbstractString) = "tmp.gif"; fps::Inte
# high quality
speed = round(Int, 100 / fps)
run(`convert -delay $speed -loop 0 $(anim.dir)/*.png $fn`)
run(`convert -delay $speed -loop 0 $(anim.dir)/*.png -alpha off $fn`)
catch err
warn("Tried to create gif using convert (ImageMagick), but got error: $err\nWill try ffmpeg, but it's lower quality...)")

216
src/backends/gr.jl
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@ -1,7 +1,6 @@
# https://github.com/jheinen/GR.jl
function _initialize_backend(::GRPackage; kw...)
@eval begin
import GR
@ -9,15 +8,16 @@ function _initialize_backend(::GRPackage; kw...)
end
end
const gr_linetype = Dict(
:auto => 1, :solid => 1, :dash => 2, :dot => 3, :dashdot => 4,
:dashdotdot => -1 )
const gr_markertype = Dict(
:auto => 1, :none => -1, :ellipse => -1, :rect => -7, :diamond => -13,
:utriangle => -3, :dtriangle => -5, :pentagon => -14, :hexagon => 3,
:cross => 2, :xcross => 5, :star5 => 3 )
:utriangle => -3, :dtriangle => -5, :pentagon => -21, :hexagon => -22,
:heptagon => -23, :octagon => -24, :cross => 2, :xcross => 5,
:star4 => -25, :star5 => -26, :star6 => -27, :star7 => -28, :star8 => -29,
:vline => -30, :hline => -31 )
const gr_halign = Dict(:left => 1, :hcenter => 2, :right => 3)
const gr_valign = Dict(:top => 1, :vcenter => 3, :bottom => 5)
@ -54,19 +54,41 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
msize = mwidth * w / width
GR.setwsviewport(0, msize, 0, msize * ratio)
GR.setwswindow(0, 1, 0, ratio)
viewport[1] = subplot[1] + 0.1 * (subplot[2] - subplot[1])
viewport[2] = subplot[1] + 0.95 * (subplot[2] - subplot[1])
viewport[3] = ratio * (subplot[3] + 0.1 * (subplot[4] - subplot[3]))
viewport[4] = ratio * (subplot[3] + 0.95 * (subplot[4] - subplot[3]))
viewport[1] = subplot[1] + 0.125 * (subplot[2] - subplot[1])
viewport[2] = subplot[1] + 0.95 * (subplot[2] - subplot[1])
viewport[3] = ratio * (subplot[3] + 0.125 * (subplot[4] - subplot[3]))
viewport[4] = ratio * (subplot[3] + 0.95 * (subplot[4] - subplot[3]))
else
ratio = float(w) / h
msize = mheight * h / height
GR.setwsviewport(0, msize * ratio, 0, msize)
GR.setwswindow(0, ratio, 0, 1)
viewport[1] = ratio * (subplot[1] + 0.1 * (subplot[2] - subplot[1]))
viewport[2] = ratio * (subplot[1] + 0.95 * (subplot[2] - subplot[1]))
viewport[3] = subplot[3] + 0.1 * (subplot[4] - subplot[3])
viewport[4] = subplot[3] + 0.95 * (subplot[4] - subplot[3])
viewport[1] = ratio * (subplot[1] + 0.125 * (subplot[2] - subplot[1]))
viewport[2] = ratio * (subplot[1] + 0.95 * (subplot[2] - subplot[1]))
viewport[3] = subplot[3] + 0.125 * (subplot[4] - subplot[3])
viewport[4] = subplot[3] + 0.95 * (subplot[4] - subplot[3])
end
if haskey(d, :background_color)
GR.savestate()
GR.selntran(0)
GR.setfillintstyle(GR.INTSTYLE_SOLID)
GR.setfillcolorind(gr_getcolorind(d[:background_color]))
if w > h
GR.fillrect(subplot[1], subplot[2], ratio*subplot[3], ratio*subplot[4])
else
GR.fillrect(ratio*subplot[1], ratio*subplot[2], subplot[3], subplot[4])
end
GR.selntran(1)
GR.restorestate()
c = getColor(d[:background_color])
if 0.21 * c.r + 0.72 * c.g + 0.07 * c.b < 0.9
fg = convert(Int, GR.inqcolorfromrgb(1-c.r, 1-c.g, 1-c.b))
else
fg = 1
end
else
fg = 1
end
extrema = zeros(2, 4)
@ -99,6 +121,10 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
end
cmap = true
x, y, H = Base.hist2d(E, xbins, ybins)
elseif p[:linetype] == :pie
axes_2d = false
xmin, xmax, ymin, ymax = 0, 1, 0, 1
x, y = p[:x], p[:y]
else
if p[:linetype] in [:contour, :surface]
cmap = true
@ -108,31 +134,44 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
end
x, y = p[:x], p[:y]
end
xmin = min(minimum(x), xmin)
xmax = max(maximum(x), xmax)
if p[:linetype] == :ohlc
for val in y
ymin = min(val.open, val.high, val.low, val.close, ymin)
ymax = max(val.open, val.high, val.low, val.close, ymax)
if p[:linetype] != :pie
xmin = min(minimum(x), xmin)
xmax = max(maximum(x), xmax)
if p[:linetype] == :ohlc
for val in y
ymin = min(val.open, val.high, val.low, val.close, ymin)
ymax = max(val.open, val.high, val.low, val.close, ymax)
end
else
ymin = min(minimum(y), ymin)
ymax = max(maximum(y), ymax)
end
else
ymin = min(minimum(y), ymin)
ymax = max(maximum(y), ymax)
end
end
end
if xmax <= xmin
xmax = xmin + 1
end
if ymax <= ymin
ymax = ymin + 1
end
extrema[axis,:] = [xmin, xmax, ymin, ymax]
end
if num_axes == 2 || !axes_2d
viewport[2] -= 0.05
viewport[2] -= 0.0525
end
if cmap
viewport[2] -= 0.1
end
GR.setviewport(viewport[1], viewport[2], viewport[3], viewport[4])
scale = d[:scale]
scale = 0
d[:xscale] == :log10 && (scale |= GR.OPTION_X_LOG)
d[:yscale] == :log10 && (scale |= GR.OPTION_Y_LOG)
get(d, :xflip, false) && (scale |= GR.OPTION_FLIP_X)
get(d, :yflip, false) && (scale |= GR.OPTION_FLIP_Y)
for axis = 1:num_axes
xmin, xmax, ymin, ymax = extrema[axis,:]
if scale & GR.OPTION_X_LOG == 0
@ -161,22 +200,20 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
end
GR.setwindow(xmin, xmax, ymin, ymax)
if axis == 1 && haskey(d, :background_color)
GR.savestate()
GR.setfillintstyle(GR.INTSTYLE_SOLID)
GR.setfillcolorind(gr_getcolorind(d[:background_color]))
GR.fillrect(xmin, xmax, ymin, ymax)
GR.restorestate()
end
GR.setscale(scale)
diag = sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
charheight = max(0.018 * diag, 0.01)
GR.setcharheight(charheight)
GR.settextcolorind(fg)
if axes_2d
diag = sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
GR.setlinewidth(1)
charheight = max(0.018 * diag, 0.01)
GR.setcharheight(charheight)
GR.setlinecolorind(fg)
ticksize = 0.0075 * diag
GR.grid(xtick, ytick, 0, 0, majorx, majory)
if fg == 1
GR.grid(xtick, ytick, 0, 0, majorx, majory)
end
if num_axes == 1
GR.axes(xtick, ytick, xorg[1], yorg[1], majorx, majory, ticksize)
GR.axes(xtick, ytick, xorg[2], yorg[2], -majorx, -majory, -ticksize)
@ -191,19 +228,22 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
if get(d, :title, "") != ""
GR.savestate()
GR.settextalign(GR.TEXT_HALIGN_CENTER, GR.TEXT_VALIGN_TOP)
GR.text(0.5, min(ratio, 1), d[:title])
GR.settextcolorind(fg)
GR.text(0.5 * (viewport[1] + viewport[2]), min(ratio, 1), d[:title])
GR.restorestate()
end
if get(d, :xlabel, "") != ""
GR.savestate()
GR.settextalign(GR.TEXT_HALIGN_CENTER, GR.TEXT_VALIGN_BOTTOM)
GR.text(0.5, 0, d[:xlabel])
GR.settextcolorind(fg)
GR.text(0.5 * (viewport[1] + viewport[2]), 0, d[:xlabel])
GR.restorestate()
end
if get(d, :ylabel, "") != ""
GR.savestate()
GR.settextalign(GR.TEXT_HALIGN_CENTER, GR.TEXT_VALIGN_TOP)
GR.setcharup(-1, 0)
GR.settextcolorind(fg)
GR.text(0, 0.5 * (viewport[3] + viewport[4]), d[:ylabel])
GR.restorestate()
end
@ -211,6 +251,7 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
GR.savestate()
GR.settextalign(GR.TEXT_HALIGN_CENTER, GR.TEXT_VALIGN_TOP)
GR.setcharup(1, 0)
GR.settextcolorind(fg)
GR.text(1, 0.5 * (viewport[3] + viewport[4]), d[:yrightlabel])
GR.restorestate()
end
@ -231,14 +272,18 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
GR.setfillcolorind(gr_getcolorind(p[:fillcolor]))
GR.setfillintstyle(GR.INTSTYLE_SOLID)
end
if p[:fillrange] != nothing
GR.fillarea([p[:x][1]; p[:x]; p[:x][length(p[:x])]], [p[:fillrange]; p[:y]; p[:fillrange]])
if length(p[:x]) > 1
if p[:fillrange] != nothing
GR.fillarea([p[:x][1]; p[:x]; p[:x][length(p[:x])]], [p[:fillrange]; p[:y]; p[:fillrange]])
end
GR.polyline(p[:x], p[:y])
end
GR.polyline(p[:x], p[:y])
legend = true
end
if p[:linetype] == :line
GR.polyline(p[:x], p[:y])
if length(p[:x]) > 1
GR.polyline(p[:x], p[:y])
end
legend = true
elseif p[:linetype] in [:steppre, :steppost]
n = length(p[:x])
@ -256,7 +301,9 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
end
j += 2
end
GR.polyline(x, y)
if n > 1
GR.polyline(x, y)
end
legend = true
elseif p[:linetype] == :sticks
x, y = p[:x], p[:y]
@ -270,7 +317,9 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
if haskey(d, :markersize)
if typeof(d[:markersize]) <: Number
GR.setmarkersize(d[:markersize] / 4.0)
GR.polymarker(p[:x], p[:y])
if length(p[:x]) > 0
GR.polymarker(p[:x], p[:y])
end
else
c = p[:markercolor]
GR.setcolormap(-GR.COLORMAP_GLOWING)
@ -284,7 +333,9 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
end
end
else
GR.polymarker(p[:x], p[:y])
if length(p[:x]) > 0
GR.polymarker(p[:x], p[:y])
end
end
legend = true
elseif p[:linetype] == :bar
@ -368,11 +419,9 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
diag = sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
charheight = max(0.018 * diag, 0.01)
ticksize = 0.01 * (viewport[2] - viewport[1])
# GR.savestate()
GR.setlinewidth(1)
GR.grid3d(xtick, 0, ztick, xmin, ymin, zmin, 2, 0, 2)
GR.grid3d(0, ytick, 0, xmax, ymin, zmin, 0, 2, 0)
# GR.restorestate()
z = reshape(z, length(x) * length(y))
if p[:linetype] == :surface
GR.setcolormap(GR.COLORMAP_COOLWARM)
@ -400,11 +449,11 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
diag = sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
charheight = max(0.018 * diag, 0.01)
ticksize = 0.01 * (viewport[2] - viewport[1])
# GR.savestate()
GR.setlinewidth(1)
GR.grid3d(xtick, 0, ztick, xmin, ymin, zmin, 2, 0, 2)
GR.grid3d(0, ytick, 0, xmax, ymin, zmin, 0, 2, 0)
# GR.restorestate()
if p[:linetype] == :path3d
GR.grid3d(xtick, 0, ztick, xmin, ymin, zmin, 2, 0, 2)
GR.grid3d(0, ytick, 0, xmax, ymin, zmin, 0, 2, 0)
end
if p[:linetype] == :scatter3d
haskey(p, :markercolor) && GR.setmarkercolorind(gr_getcolorind(p[:markercolor]))
haskey(p, :markershape) && GR.setmarkertype(gr_markertype[p[:markershape]])
@ -414,7 +463,9 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
end
else
haskey(p, :linewidth) && GR.setlinewidth(p[:linewidth])
GR.polyline3d(x, y, z)
if length(x) > 0
GR.polyline3d(x, y, z)
end
end
GR.setlinewidth(1)
GR.setcharheight(charheight)
@ -429,8 +480,33 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
GR.polyline([i, i], [y[i].low, y[i].high])
GR.polyline([i, i+ticksize], [y[i].close, y[i].close])
end
elseif p[:linetype] in [:pie]
println("TODO: add support for linetype $(p[:linetype])")
elseif p[:linetype] == :pie
GR.selntran(0)
GR.settextalign(GR.TEXT_HALIGN_CENTER, GR.TEXT_VALIGN_HALF)
GR.setfillintstyle(GR.INTSTYLE_SOLID)
xmin, xmax, ymin, ymax = viewport
ymax -= 0.05 * (xmax - xmin)
xcenter = 0.5 * (xmin + xmax)
ycenter = 0.5 * (ymin + ymax)
if xmax - xmin > ymax - ymin
r = 0.5 * (ymax - ymin)
xmin, xmax = xcenter - r, xcenter + r
else
r = 0.5 * (xmax - xmin)
ymin, ymax = ycenter - r, ycenter + r
end
x, y = p[:x], p[:y]
total = sum(y)
a1 = 0
for i in 1:length(y)
a2 = round(Int, a1 + (y[i] / total) * 360.0)
GR.setfillcolorind(980 + (i-1) % 20)
GR.fillarc(xmin, xmax, ymin, ymax, a1, a2)
GR.text(xcenter + 0.5 * r * cos(0.5 * (a1 + a2) * pi / 180),
ycenter + 0.5 * r * sin(0.5 * (a1 + a2) * pi / 180), string(x[i]))
a1 = a2
end
GR.selntran(1)
end
GR.restorestate()
end
@ -453,13 +529,13 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
end
px = viewport[2] - 0.05 - w
py = viewport[4] - 0.06
dy = 0.03 * sqrt((viewport[2] - viewport[1])^2 + (viewport[4] - viewport[3])^2)
GR.setfillintstyle(GR.INTSTYLE_SOLID)
GR.setfillcolorind(0)
GR.fillrect(px - 0.08, px + w + 0.02, py + 0.03, py - 0.03 * length(plt.seriesargs))
GR.fillrect(px - 0.08, px + w + 0.02, py + dy, py - dy * length(plt.seriesargs))
GR.setlinetype(1)
GR.setlinecolorind(1)
GR.setlinewidth(1)
GR.drawrect(px - 0.08, px + w + 0.02, py + 0.03, py - 0.03 * length(plt.seriesargs))
GR.drawrect(px - 0.08, px + w + 0.02, py + dy, py - dy * length(plt.seriesargs))
haskey(d, :linewidth) && GR.setlinewidth(d[:linewidth])
i = 0
for p in plt.seriesargs
@ -484,8 +560,9 @@ function gr_display(plt::Plot{GRPackage}, clear=true, update=true,
lab = p[:label]
end
GR.settextalign(GR.TEXT_HALIGN_LEFT, GR.TEXT_VALIGN_HALF)
GR.settextcolorind(1)
GR.text(px, py, lab)
py -= 0.03
py -= dy
end
GR.selntran(1)
GR.restorestate()
@ -530,7 +607,6 @@ function gr_display(subplt::Subplot{GRPackage})
end
function _create_plot(pkg::GRPackage; kw...)
isijulia() && GR.inline("svg")
d = Dict(kw)
Plot(nothing, pkg, 0, d, Dict[])
end
@ -555,13 +631,6 @@ function _before_update_plot(plt::Plot{GRPackage})
end
function _update_plot(plt::Plot{GRPackage}, d::Dict)
scale = 0
d[:xscale] == :log10 && (scale |= GR.OPTION_X_LOG)
d[:yscale] == :log10 && (scale |= GR.OPTION_Y_LOG)
get(d, :xflip, false) && (scale |= GR.OPTION_FLIP_X)
get(d, :yflip, false) && (scale |= GR.OPTION_FLIP_Y)
plt.plotargs[:scale] = scale
for k in (:title, :xlabel, :ylabel)
haskey(d, k) && (plt.plotargs[k] = d[k])
end
@ -600,6 +669,7 @@ end
# ----------------------------------------------------------------
function Base.writemime(io::IO, m::MIME"image/png", plt::PlottingObject{GRPackage})
GR.emergencyclosegks()
ENV["GKS_WSTYPE"] = "png"
gr_display(plt)
GR.emergencyclosegks()
@ -607,13 +677,29 @@ function Base.writemime(io::IO, m::MIME"image/png", plt::PlottingObject{GRPackag
end
function Base.writemime(io::IO, m::MIME"image/svg+xml", plt::PlottingObject{GRPackage})
isijulia() || return
GR.emergencyclosegks()
ENV["GKS_WSTYPE"] = "svg"
gr_display(plt)
GR.emergencyclosegks()
write(io, readall("gks.svg"))
end
function Base.writemime(io::IO, m::MIME"application/pdf", plt::PlottingObject{GRPackage})
GR.emergencyclosegks()
ENV["GKS_WSTYPE"] = "pdf"
gr_display(plt)
GR.emergencyclosegks()
write(io, readall("gks.pdf"))
end
function Base.writemime(io::IO, m::MIME"application/postscript", plt::PlottingObject{GRPackage})
GR.emergencyclosegks()
ENV["GKS_WSTYPE"] = "ps"
gr_display(plt)
GR.emergencyclosegks()
write(io, readall("gks.ps"))
end
function Base.display(::PlotsDisplay, plt::Plot{GRPackage})
gr_display(plt)
end

50
src/backends/pyplot.jl
View File

@ -45,8 +45,8 @@ function getPyPlotColorMap(c::ColorGradient, α=nothing)
pycolors.pymember("LinearSegmentedColormap")[:from_list]("tmp", pyvals)
end
# anything else just gets a redsblue gradient
getPyPlotColorMap(c, α=nothing) = getPyPlotColorMap(ColorGradient(:redsblues), α)
# anything else just gets a bluesred gradient
getPyPlotColorMap(c, α=nothing) = getPyPlotColorMap(ColorGradient(:bluesreds), α)
# get the style (solid, dashed, etc)
function getPyPlotLineStyle(linetype::Symbol, linestyle::Symbol)
@ -461,25 +461,49 @@ function Base.getindex(plt::Plot{PyPlotPackage}, i::Integer)
end
end
function minmaxseries(ds, vec, axis)
lo, hi = Inf, -Inf
for d in ds
d[:axis] == axis || continue
v = d[vec]
if length(v) > 0
vlo, vhi = extrema(v)
lo = min(lo, vlo)
hi = max(hi, vhi)
end
end
if lo == hi
hi = if lo == 0
1e-6
else
hi + min(abs(1e-2hi), 1e-6)
end
end
lo, hi
end
function set_lims!(plt::Plot{PyPlotPackage}, axis::Symbol)
ax = getAxis(plt, axis)
if plt.plotargs[:xlims] == :auto
ax[:set_xlim](minmaxseries(plt.seriesargs, :x, axis)...)
end
if plt.plotargs[:ylims] == :auto
ax[:set_ylim](minmaxseries(plt.seriesargs, :y, axis)...)
end
end
function Base.setindex!{X,Y}(plt::Plot{PyPlotPackage}, xy::Tuple{X,Y}, i::Integer)
series = plt.seriesargs[i][:serieshandle]
d = plt.seriesargs[i]
series = d[:serieshandle]
x, y = xy
d[:x], d[:y] = x, y
try
series[:set_data](x, y)
catch
series[:set_offsets](hcat(x, y))
end
ax = series[:axes]
if plt.plotargs[:xlims] == :auto
xmin, xmax = ax[:get_xlim]()
ax[:set_xlim](min(xmin, minimum(x)), max(xmax, maximum(x)))
end
if plt.plotargs[:ylims] == :auto
ymin, ymax = ax[:get_ylim]()
ax[:set_ylim](min(ymin, minimum(y)), max(ymax, maximum(y)))
end
set_lims!(plt, d[:axis])
plt
end

5
src/backends/supported.jl
View File

@ -189,6 +189,7 @@ supportedArgs(::GRPackage) = [
:label,
:layout,
:legend,
:colorbar,
:linestyle,
:linetype,
:linewidth,
@ -239,8 +240,8 @@ supportedTypes(::GRPackage) = [:none, :line, :path, :steppre, :steppost, :sticks
:scatter, :heatmap, :hexbin, :hist, :density, :bar,
:hline, :vline, :contour, :path3d, :scatter3d, :surface,
:wireframe, :ohlc, :pie]
supportedStyles(::GRPackage) = [:auto, :solid, :dash, :dot, :dashdot]
supportedMarkers(::GRPackage) = vcat([:none, :ellipse, :rect, :diamond, :utriangle, :dtriangle, :pentagon, :hexagon, :cross, :xcross, :star5], Shape)
supportedStyles(::GRPackage) = [:auto, :solid, :dash, :dot, :dashdot, :dashdotdot]
supportedMarkers(::GRPackage) = vcat(_allMarkers, Shape)
supportedScales(::GRPackage) = [:identity, :log10]
subplotSupported(::GRPackage) = true

4
src/components.jl
View File

@ -244,7 +244,7 @@ type OHLC{T<:Real}
end
@require FixedSizeArrays begin
# @require FixedSizeArrays begin
export
P2,
@ -309,4 +309,4 @@ end
BezierCurve([p, upper_control, inside_control_points..., lower_control, q])
end
end
# end

7
src/plot.jl
View File

@ -262,7 +262,8 @@ function convertToAnyVector(v::AVec; kw...)
Any[convert(Vector{Float64}, v)], nothing
else
# something else... treat each element as an item
Any[vi for vi in v], nothing
vcat(Any[convertToAnyVector(vi)[1] for vi in v]...), nothing
# Any[vi for vi in v], nothing
end
end
@ -483,7 +484,7 @@ end
# --------------------------------------------------------------------
@require FixedSizeArrays begin
# @require FixedSizeArrays begin
unzip{T}(x::AVec{FixedSizeArrays.Vec{2,T}}) = T[xi[1] for xi in x], T[xi[2] for xi in x]
unzip{T}(x::FixedSizeArrays.Vec{2,T}) = T[x[1]], T[x[2]]
@ -496,7 +497,7 @@ end
createKWargsList(plt, [xy[1]], [xy[2]]; kw...)
end
end
# end
# --------------------------------------------------------------------