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@timelyportfolio
Last active May 13, 2016 21:32
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fun with fabric.js and ggplot2

Built with blockbuilder.org

Look what can be done in a couple of minutes with the power of combination and open source.

example (in case you missed the link above)

library(ggplot2)
library(svglite)
library(rsvg)
library(fabricjsR)
library(htmltools)

# try to make a ggplot
#  get svg with svglite
#  convert svg to png
#  draw on fabric.js canvas
s <- svgstring()
ggplot(data.frame(y=sin(1:10)), aes(x=1:10,y=y)) + geom_smooth()
s()
dev.off()

gg_png <- rsvg_png(charToRaw(s()))
gg_base64 <- sprintf(
  'data:image/png;base64,%s',
  base64enc::base64encode(gg_png)
)

# make sure we have a working base64 png
browsable(
  tags$img(src=gg_base64)
)

browsable(
  attachDependencies(
    tagList(
      tags$canvas(id="c", height="500", width="500"),
      tags$script(sprintf(
"
var canvas = new fabric.Canvas('c');
fabric.Image.fromURL(
  '%s',
  function(oImg){
    oImg.scale(0.5)
    canvas.add(oImg);
  }
)
"       ,
        gg_base64
      ))
    ),
    htmlwidgets:::widget_dependencies("fabric","fabricjsR")[[2]]
  )
)
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8"/>
<script src="//cdnjs.cloudflare.com/ajax/libs/fabric.js/1.6.1/fabric.min.js"></script>
</head>
<body style="background-color:white;">
<canvas id="c" height="500" width="500"></canvas>
<script>
var canvas = new fabric.Canvas('c');
fabric.Image.fromURL(
'data:image/png;base64,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',
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