1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252
|
#' @include legend-draw.r
NULL
#' @section Geoms:
#'
#' All `geom_*()` functions (like `geom_point()`) return a layer that
#' contains a `Geom*` object (like `GeomPoint`). The `Geom*`
#' object is responsible for rendering the data in the plot.
#'
#' Each of the `Geom*` objects is a [ggproto()] object, descended
#' from the top-level `Geom`, and each implements various methods and
#' fields.
#'
#' Compared to `Stat` and `Position`, `Geom` is a little
#' different because the execution of the setup and compute functions is
#' split up. `setup_data` runs before position adjustments, and
#' `draw_layer()` is not run until render time, much later.
#'
#' To create a new type of Geom object, you typically will want to
#' override one or more of the following:
#'
#' - Either `draw_panel(self, data, panel_params, coord)` or
#' `draw_group(self, data, panel_params, coord)`. `draw_panel` is
#' called once per panel, `draw_group` is called once per group.
#'
#' Use `draw_panel` if each row in the data represents a
#' single element. Use `draw_group` if each group represents
#' an element (e.g. a smooth, a violin).
#'
#' `data` is a data frame of scaled aesthetics.
#'
#' `panel_params` is a set of per-panel parameters for the
#' `coord`. Generally, you should consider `panel_params`
#' to be an opaque data structure that you pass along whenever you call
#' a coord method.
#'
#' You must always call `coord$transform(data, panel_params)` to
#' get the (position) scaled data for plotting. To work with
#' non-linear coordinate systems, you typically need to convert into a
#' primitive geom (e.g. point, path or polygon), and then pass on to the
#' corresponding draw method for munching.
#'
#' Must return a grob. Use [zeroGrob()] if there's nothing to
#' draw.
#' - `draw_key`: Renders a single legend key.
#' - `required_aes`: A character vector of aesthetics needed to
#' render the geom.
#' - `default_aes`: A list (generated by [aes()] of
#' default values for aesthetics.
#' - `setup_data`: Converts width and height to xmin and xmax,
#' and ymin and ymax values. It can potentially set other values as well.
#' @rdname ggplot2-ggproto
#' @format NULL
#' @usage NULL
#' @export
Geom <- ggproto("Geom",
required_aes = character(),
non_missing_aes = character(),
optional_aes = character(),
default_aes = aes(),
draw_key = draw_key_point,
handle_na = function(self, data, params) {
remove_missing(data, params$na.rm,
c(self$required_aes, self$non_missing_aes),
snake_class(self)
)
},
draw_layer = function(self, data, params, layout, coord) {
if (empty(data)) {
n <- if (is.factor(data$PANEL)) nlevels(data$PANEL) else 1L
return(rep(list(zeroGrob()), n))
}
# Trim off extra parameters
params <- params[intersect(names(params), self$parameters())]
if (nlevels(as.factor(data$PANEL)) > 1L) {
data_panels <- split(data, data$PANEL)
} else {
data_panels <- list(data)
}
lapply(data_panels, function(data) {
if (empty(data)) return(zeroGrob())
panel_params <- layout$panel_params[[data$PANEL[1]]]
inject(self$draw_panel(data, panel_params, coord, !!!params))
})
},
draw_panel = function(self, data, panel_params, coord, ...) {
groups <- split(data, factor(data$group))
grobs <- lapply(groups, function(group) {
self$draw_group(group, panel_params, coord, ...)
})
ggname(snake_class(self), gTree(
children = inject(gList(!!!grobs))
))
},
draw_group = function(self, data, panel_params, coord) {
cli::cli_abort("{.fn {snake_class(self)}}, has not implemented a {.fn draw_group} method")
},
setup_params = function(data, params) params,
setup_data = function(data, params) data,
# Combine data with defaults and set aesthetics from parameters
use_defaults = function(self, data, params = list(), modifiers = aes()) {
default_aes <- self$default_aes
# Inherit size as linewidth if no linewidth aesthetic and param exist
if (self$rename_size && is.null(data$linewidth) && is.null(params$linewidth)) {
data$linewidth <- data$size
params$linewidth <- params$size
}
# Take care of subclasses setting the wrong default when inheriting from
# a geom with rename_size = TRUE
if (self$rename_size && is.null(default_aes$linewidth)) {
deprecate_soft0("3.4.0", I("Using the `size` aesthetic in this geom"), I("`linewidth` in the `default_aes` field and elsewhere"))
default_aes$linewidth <- default_aes$size
}
# Fill in missing aesthetics with their defaults
missing_aes <- setdiff(names(default_aes), names(data))
missing_eval <- lapply(default_aes[missing_aes], eval_tidy)
# Needed for geoms with defaults set to NULL (e.g. GeomSf)
missing_eval <- compact(missing_eval)
if (empty(data)) {
data <- as_gg_data_frame(missing_eval)
} else {
data[names(missing_eval)] <- missing_eval
}
# If any after_scale mappings are detected they will be resolved here
# This order means that they will have access to all default aesthetics
if (length(modifiers) != 0) {
# Set up evaluation environment
env <- child_env(baseenv(), after_scale = after_scale)
# Mask stage with stage_scaled so it returns the correct expression
stage_mask <- child_env(emptyenv(), stage = stage_scaled)
mask <- new_data_mask(as_environment(data, stage_mask), stage_mask)
mask$.data <- as_data_pronoun(mask)
modified_aes <- lapply(substitute_aes(modifiers), eval_tidy, mask, env)
# Check that all output are valid data
nondata_modified <- check_nondata_cols(modified_aes)
if (length(nondata_modified) > 0) {
issues <- paste0("{.code ", nondata_modified, " = ", as_label(modifiers[[nondata_modified]]), "}")
names(issues) <- rep("x", length(issues))
cli::cli_abort(c(
"Aesthetic modifiers returned invalid values",
"x" = "The following mappings are invalid",
issues,
"i" = "Did you map the modifier in the wrong layer?"
))
}
names(modified_aes) <- names(rename_aes(modifiers))
modified_aes <- data_frame0(!!!compact(modified_aes))
data <- cunion(modified_aes, data)
}
# Override mappings with params
aes_params <- intersect(self$aesthetics(), names(params))
check_aesthetics(params[aes_params], nrow(data))
data[aes_params] <- params[aes_params]
data
},
# Most parameters for the geom are taken automatically from draw_panel() or
# draw_groups(). However, some additional parameters may be needed
# for setup_data() or handle_na(). These can not be imputed automatically,
# so the slightly hacky "extra_params" field is used instead. By
# default it contains `na.rm`
extra_params = c("na.rm"),
parameters = function(self, extra = FALSE) {
# Look first in draw_panel. If it contains ... then look in draw groups
panel_args <- names(ggproto_formals(self$draw_panel))
group_args <- names(ggproto_formals(self$draw_group))
args <- if ("..." %in% panel_args) group_args else panel_args
# Remove arguments of defaults
args <- setdiff(args, names(ggproto_formals(Geom$draw_group)))
if (extra) {
args <- union(args, self$extra_params)
}
args
},
aesthetics = function(self) {
if (is.null(self$required_aes)) {
required_aes <- NULL
} else {
required_aes <- unlist(strsplit(self$required_aes, '|', fixed = TRUE))
}
c(union(required_aes, names(self$default_aes)), self$optional_aes, "group")
},
# Should the geom rename size to linewidth?
rename_size = FALSE
)
#' Graphical units
#'
#' Multiply size in mm by these constants in order to convert to the units
#' that grid uses internally for `lwd` and `fontsize`.
#'
#' @name graphical-units
#' @keywords internal
#' @aliases NULL
NULL
#' @export
#' @rdname graphical-units
.pt <- 72.27 / 25.4
#' @export
#' @rdname graphical-units
.stroke <- 96 / 25.4
check_aesthetics <- function(x, n) {
ns <- vapply(x, length, integer(1))
good <- ns == 1L | ns == n
if (all(good)) {
return()
}
cli::cli_abort(c(
"Aesthetics must be either length 1 or the same as the data ({n})",
"x" = "Fix the following mappings: {.col {names(which(!good))}}"
))
}
check_linewidth <- function(data, name) {
if (is.null(data$linewidth) && !is.null(data$size)) {
deprecate_soft0("3.4.0", I(paste0("Using the `size` aesthetic with ", name)), I("the `linewidth` aesthetic"))
data$linewidth <- data$size
}
data
}
|