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ggrastr package

Provides raster geoms for ggplot2.

Installation

install.packages('devtools')
devtools::install_github('VPetukhov/ggrastr')

New geoms:

  • geom_point_rast: raster scatterplots
  • geom_boxplot_jitter: boxplots that allows to jitter and rasterize outlier points
  • geom_tile_rast: raster heatmap

For more details see vignette.

Troubleshooting

If your rsession crashes when you try to render rasterized plot, probably your version of Cairo was built for another version of R (see Upgrading to a new version of R). To check if you use a proper version run the command below and ensure that "Built" version is the same as your R version.

pkgs <- as.data.frame(installed.packages(), stringsAsFactors = F, row.names = F)
pkgs[pkgs$Package == 'Cairo', c("Package", "LibPath", "Version", "Built")]

To ensure that your Cairo works, just run Cairo::Cairo(type='raster'); dev.off() and check if it crashes R session.

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Raster geoms for ggplot2

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