所以,我不提倡你依赖ggplot
这样做,因为很可能其他一些建议的解决方案更好,但是这个问题引起了我的兴趣,因为我一直想深入研究ggplot
一阵子。这就是我设法想出的:
ggplot(df, aes(x=x, y=y, length=length, width=width, fill=label)) +
geom_hline(yintercept=seq(5, 35, by=10), color="white", size=2, linetype=2) +
geom_car() +
coord_equal() +
theme(panel.background = element_rect(fill="#555555"),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank())
您还可以添加箭头geom_segment
或明确的标签geom_text
,但我们将其作为练习留给读者。
现在,为了让它发挥作用,我们必须创建geom_car
,不过如果你不需要详细的图片,你可以使用geom_rect
。这是geom_car
(注:现在也可以作为ggbg包 https://github.com/brodieG/ggbg):
# Generate a car 'grob' using a baseline PNG
car.raster <- png::readPNG("~/Downloads/car2.png")
# The `grid` grob actually responsible for rendering our car,
# combines our transparent car elements with a background rectangle
# for color/fill.
carGrob <- function(x, y, length, width, gp) {
grid::grobTree(
grid::rectGrob(
x, y, hjust=.5, height=width, width=length,
gp = gp
),
grid::rasterGrob(
car.raster, x=x, y=y, hjust=.5, height=width, width=length
) ) }
# The `ggproto` object that maps our data to the `grid` grobs
GeomCar <- ggplot2::ggproto("GeomCar", ggplot2::Geom,
# Generate grobs from the data, we have to reconvert length/width so
# that the transformations persist
draw_panel=function(self, data, panel_params, coords) {
with(
coords$transform(data, panel_params),
carGrob(
x, y, length=xmax-xmin, width=ymax-ymin,
gp=grid::gpar(
col = colour, fill = alpha(fill, alpha),
lwd = size * .pt, lty = linetype, lineend = "butt"
) ) ) },
# Convert data to coordinates that will get transformed (length/width don't
# normally).
setup_data=function(self, data, params) {
transform(data,
xmin = x - length / 2, xmax = x + length / 2,
ymin = y - width / 2, ymax = y + width / 2
) },
# Required and default aesthetics
required_aes=c("x", "y", "length", "width"),
default_aes = aes(
colour = NA, fill = "grey35", size = 0.5, linetype = 1, alpha = NA
),
# Use the car grob in the legend
draw_key = function(data, params, size) {
with(
data,
carGrob(
0.5, 0.5, length=.75, width=.5,
gp = grid::gpar(
col = colour, fill = alpha(fill, alpha),
lwd = size * .pt, lty = linetype, lineend = "butt"
) ) ) }
)
# External interface
geom_car <- function(
mapping=NULL, data=NULL, ..., inherit.aes=TRUE, show.legend=NA
) {
layer(
data=data, mapping=mapping, geom=GeomCar, position="identity",
stat="identity", show.legend = show.legend, inherit.aes = inherit.aes,
params=list(...)
)
}
The car:
数据:
df <- read.table(h=T, t="vehicle x y length width label
1 150 10 14 5 other
2 180 8 12 5 other
3 220 10 18 5 other
4 145 20 15 5 target
5 250 18 14 5 other
6 160 30 13 5 autonomous
7 200 33 15 5 other
8 240 31 22 5 other
")