# somewhat hackish solution to:
# https://twitter.com/EamonCaddigan/status/646759751242620928
# based mostly on copy/pasting from ggplot2 geom_violin source:
# https://github.com/hadley/ggplot2/blob/master/R/geom-violin.r
# altered minorly to allow directionality of density plot
#
library(ggplot2)
library(dplyr)
"%||%" <- function(a, b) {
if (!is.null(a)) a else b
}
#' @rdname ggplot2-ggproto
#' @format NULL
#' @usage NULL
#' @export
GeomFlatViolin <-
ggproto("GeomFlatViolin", Geom,
setup_data = function(data, params) {
data$width <- data$width %||%
params$width %||% (resolution(data$x, FALSE) * 0.9)
## (3) Here we take the value the user givss and determines which direction the user wants.
if (params$direction == 1) {
direction <- +1
} else if (params$direction == 2) {
direction <- -1
}
# ymin, ymax, xmin, and xmax define the bounding rectangle for each group
data %>%
group_by(group) %>%
mutate(ymin = min(y),
ymax = max(y),
xmin = x,
## (4) Now we can multiply by the direction to change it.
xmax = x + (direction * width / 2))
},
draw_group = function(data, panel_scales, coord) {
# Find the points for the line to go all the way around
data <- transform(data, xminv = x,
xmaxv = x + violinwidth * (xmax - x))
# Make sure it's sorted properly to draw the outline
newdata <- rbind(plyr::arrange(transform(data, x = xminv), y),
plyr::arrange(transform(data, x = xmaxv), -y))
# Close the polygon: set first and last point the same
# Needed for coord_polar and such
newdata <- rbind(newdata, newdata[1,])
ggplot2:::ggname("geom_flat_violin", GeomPolygon$draw_panel(newdata, panel_scales, coord))
},
draw_key = draw_key_polygon,
# (5) We also specify the default setting of the direction here
default_aes = aes(weight = 1, colour = "white", fill = "white", size = 0.5,
alpha = 0.5, linetype = "solid", direction = 1),
required_aes = c("x", "y")
)
geom_flat_violin <- function(mapping = NULL, data = NULL, stat = "ydensity",
position = "dodge", trim = TRUE, scale = "area",
show.legend = NA, inherit.aes = TRUE, direction = 1, ...) {
## (1) Right above here is where I added 'direction = 1'
ggplot2::layer(
data = data,
mapping = mapping,
stat = stat,
## This calls the ggproto object
geom = GeomFlatViolin,
position = position,
show.legend = show.legend,
inherit.aes = inherit.aes,
params = list(
trim = trim,
scale = scale,
direction = direction, ## (2), told the layer function that this is a parameter
...
)
)
}