I am trying to plot multiple plots using ggplot2, arranging them using grid.arrange(). Since I managed to find someone describing the exact problem I have, I have quoted from the problem description from the link:
When I use ggsave() after grid.arrange(), i.e.
grid.arrange(sgcir1,sgcir2,sgcir3,ncol=2,nrow=2)
ggsave("sgcirNIR.jpg")
I do not save the grid plot but the last individual ggplot. Is there any way of actually saving the plot as displayed by grid.arrange() using ggsave() or something similar? Other than using the older way
jpeg("sgcirNIR.jpg")
grid.arrange(sgcir1,sgcir2,sgcir3,ncol=2,nrow=2)
dev.off()
The same link gives the solution below:
require(grid)
require(gridExtra)
p <- arrangeGrob(qplot(1,1), textGrob("test"))
grid.draw(p) # interactive device
ggsave("saving.pdf", p) # need to specify what to save explicitly
However, I can't figure out how to use ggsave() to save the output of the grid.arrange() call in the following code:
library(ggplot2)
library(gridExtra)
dsamp <- diamonds[sample(nrow(diamonds), 1000), ]
p1 <- qplot(carat, price, data=dsamp, colour=clarity)
p2 <- qplot(carat, price, data=dsamp, colour=clarity, geom="path")
g_legend<-function(a.gplot){
tmp <- ggplot_gtable(ggplot_build(a.gplot))
leg <- which(sapply(tmp$grobs, function(x) x$name) == "guide-box")
legend <- tmp$grobs[[leg]]
return(legend)}
legend <- g_legend(p1)
lwidth <- sum(legend$width)
## using grid.arrange for convenience
## could also manually push viewports
grid.arrange(arrangeGrob(p1 + theme(legend.position="none"),
p2 + theme(legend.position="none"),
main ="this is a title",
left = "This is my global Y-axis title"), legend,
widths=unit.c(unit(1, "npc") - lwidth, lwidth), nrow=1)
# What code to put here to save output of grid.arrange()?