Does anyone know which argument within geom_abline()
is responsible for not affecting the x and y scales?
The function draw_panel()
w/i GeomAbline
gets the underlying "ranges", but the line should than be typically lie outside the original scales:
GeomAbline <- ggproto("GeomAbline", Geom,
draw_panel = function(data, panel_params, coord) {
ranges <- coord$backtransform_range(panel_params)
data$x <- ranges$x[1]
data$xend <- ranges$x[2]
data$y <- ranges$x[1] * data$slope + data$intercept
data$yend <- ranges$x[2] * data$slope + data$intercept
GeomSegment$draw_panel(unique(data), panel_params, coord)
},
default_aes = aes(colour = "black", size = 0.5, linetype = 1, alpha = NA),
required_aes = c("slope", "intercept"),
draw_key = draw_key_abline
)
My guess are the arguments/functions ggplot2::StatIdentity
and ggplot2::PositionIdentity
set in ggplot2:layer()
of geom_abline()
. But I don't understand how this works? My motivation is to write a new geom_*
that also does not affect the x and y scales.
According to @teunbrand's comment, the solution is the following:
Inside ggplot2::scale_x_continuous()
only the following aesthetics can affect the x-scaling: c("x", "xmin", "xmax", "xend", "xintercept", "xmin_final", "xmax_final", "xlower", "xmiddle", "xupper", "x0")
. However, since geom_abline()
does not contain any of these aesthetics, the scales are not affected.
The same applies to the y scaling. By the way, the variables correspond to the characters in ggplot2:::ggplot_global$x_aes
and ggplot2:::ggplot_global$y_aes
, but these are not used for reasons unknown to me.
For illustration I have rewritten geom_point()
, but with aesthetics c("x_new", "y")
.
geom_my_point <- function(mapping = NULL, data = NULL, stat = "identity",
position = "identity", na.rm = FALSE,
show.legend = NA, inherit.aes = TRUE, ...) {
ggplot2::layer(
geom = GeomMyPoint, mapping = mapping,
data = data, stat = stat, position = position,
show.legend = show.legend, inherit.aes = inherit.aes,
params = list(na.rm = na.rm, ...)
)
}
GeomMyPoint <- ggplot2::ggproto("GeomMyPoint", ggplot2::GeomPoint,
required_aes = c("x_new", "y"),
draw_panel = function(data, panel_scales, coord) {
if (is.character(data$shape)) {
data$shape <- translate_shape_string(data$shape)
}
## Transform the data first
coords <- coord$transform(data, panel_scales)
## Construct a grid grob
grid::pointsGrob(
x = coords$x_new,
y = coords$y,
pch = coords$shape,
gp = grid::gpar(
col = alpha(coords$colour, coords$alpha),
fill = alpha(coords$fill, coords$alpha),
fontsize = coords$size * ggplot2::.pt + coords$stroke * ggplot2::.stroke / 2,
lwd = coords$stroke * ggplot2::.stroke / 2
)
)
}
)
The output of geom_my_point()
with no x
aesthetic corresponds to figure "gg2"; hence the red points do not effect the x scales:
d <- data.frame(x = runif(200))
d$y <- 1 * d$x + rnorm(200, 0, 0.2)
d$x2 <- d$x * 2
require("ggplot2")
gg1 <- ggplot(d) + geom_point(aes(x, y)) + geom_point(aes(x = x2, y = y), col = 2) + ggtitle("gg1")
gg2 <- ggplot(d) + geom_point(aes(x, y)) + geom_my_point(aes(x_new = x2, y = y), col = 2) + ggtitle("gg2")