#' A geom that shows a sampling of points
#'
#' @param ... all the geom_point arguments
#' @param mapping aesthetic mappings
#' @param data global data
#' @param position ggplot2 positions
#' @param na.rm logical remove na
#' @param show.legend logical, should legend be displayed for layer
#' @param inherit.aes logical, should global aes be used for this layer
#'
#' @return ggplot2 layer
#' @export
#'
#' @examples
#' # using the function
#' set.seed(92389)
#' library(ggplot2)
#' ggplot(data = cars) +
#' aes(x = speed, y = dist) +
#' geom_point() +
#' geom_point_sample(color = "red") +
#' geom_point_sample(color = "green",
#' sample_size = 5) +
#' geom_point_sample(sample_size = 2,
#' color = "blue")
#'
geom_point_sample <- function(mapping = NULL,
data = NULL,
position = "identity",
na.rm = FALSE,
show.legend = NA,
inherit.aes = TRUE,
...) {
message("Default sample_size is 10")
ggplot2::layer(
stat = StatSamplepoint,
geom = ggplot2::GeomPoint,
data = data,
mapping = mapping,
position = position,
show.legend = show.legend,
inherit.aes = inherit.aes,
params = list(na.rm = na.rm, ...)
)
}
StatSamplepoint <- ggplot2::ggproto(
"StatSamplepoint",
ggplot2::Stat,
compute_group = function(data, scales, sample_size = 10, seed = NULL) {
if(is.null(seed)){ seed <- sample(3000:4000, 1) }
set.seed(seed)
data[sample(1:nrow(data),
size = sample_size,
replace = F),
]
},
required_aes = c("x", "y")
)
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