I'm having trouble passing a POSIXct stored in a variable as the xmin/xmax for geom_rect. I've tried to construct a free-standing example without trivializing what I'm trying to do...
The idea is to take a ggplot2 plot object, whose x is a POSIXt, and "zoom in" on a particular range in time. The zoom is in the top 80% and the entire series is in the bottom 20% with an indicator as to what part is zoom'd on top.
My problem is that I can't seem to get the xmin/xmax passed into geom_rect -- each thing I've tried (other than assembling the plot by hand instead of function) gives me a different error. I've tries using aes(), aes_string(), passing as parameters instead of aesthetics, passing just strings, etc.
The example below tells me:
Error in eval(expr, envir, enclos) : object 'lims' not found
I think my problem is that the variables I'm using to set the aesthetics aren't in scope when the aesthetics get processed, but I can't figure out how else to go about it. Help.
library(ggplot2)
subplot <- function(x, y) viewport(layout.pos.col=x, layout.pos.row=y)
vplayout <- function(x, y) {
grid.newpage()
pushViewport(viewport(layout=grid.layout(y,x)))
}
anm_zoom <- function(limits, p) {
lims <- as.POSIXct(limits)
limlab <- paste(lims, collapse=" to ")
top <- p + scale_x_datetime(limlab, limits=lims, expand=c(0,0))
bottom <- p;
bottom <- bottom + opts(title="")
bottom <- bottom + opts(legend.position="none")
bottom <- bottom + opts(axis.title.y=theme_blank())
bottom <- bottom + scale_x_datetime("", expand=c(0,0))
bottom <- bottom + geom_rect(aes(xmin=lims[1], xmax=lims[2]),
ymin=-Inf, ymax=Inf, fill="grey80", alpha=0.01)
## Render the plots
vplayout(1,5)
print(top, vp=subplot(1,c(1,2,3,4)))
print(bottom, vp=subplot(1,5))
}
pdate <- seq.POSIXt(from=as.POSIXct("2010-09-09 00:00"),
to=as.POSIXct("2010-09-10 23:59"), by="2 mins")
var1 <- rnorm(length(pdate))
var2 <- rnorm(length(pdate))
df1 <- data.frame(pdate, var1, var2)
dm <- melt(df1, id="pdate")
p <- ggplot(dm) + aes(x=pdate, y=value) + stat_summary(fun.y="sum", geom="line")
anm_zoom(c("2010-09-09 12:15", "2010-09-09 12:30"), p)
Hmmmm, I think you need a new aes
function that is a bit like aes
(in that it doesn't try to parse its arguments) and a bit like aes_string
(in that it evaluates its arguments immediately in the local environment):
aes_now <- function(...) {
structure(list(...), class = "uneval")
}
Then
bottom <- bottom + geom_rect(aes_now(xmin=lims[1], xmax=lims[2]),
ymin=-Inf, ymax=Inf, fill="grey80", alpha=0.01)
gives you what you want.
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