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#' Helper functions to generate inline sparklines
#'
#' @description These functions helps you quickly generate sets of sparkline
#' style plots using base R plotting system. Currently, we support histogram,
#' boxplot, and line. You can use them together with `column_spec` to
#' generate inline plot in tables. By default, this function will save images
#' in a folder called "kableExtra" and return the address of the file.
#'
#' @param x Vector of values or List of vectors of values.
#' @param width The width of the plot in pixel
#' @param height The height of the plot in pixel
#' @param res The resolution of the plot. Default is 300.
#' @param same_lim T/F. If x is a list of vectors, should all the plots be
#' plotted in the same range? Default is True.
#' @param lim Manually specify plotting range in the form of
#' `c(0, 10)`.
#' @param xaxt On/Off for xaxis text
#' @param yaxt On/Off for yaxis text
#' @param ann On/Off for annotations (titles and axis titles)
#' @param col Color for the fill of the histogram bar/boxplot box.
#' @param border Color for the border.
#' @param dir Directory of where the images will be saved.
#' @param file File name. If not provided, a random name will be used
#' @param file_type Graphic device. Support `png` or `svg`. SVG is recommended
#' for HTML output
#' @param ... extra parameters sending to `hist()`
#'
#' @export
spec_hist <- function(x, width = 200, height = 50, res = 300,
breaks = "Sturges",
same_lim = TRUE, lim = NULL,
xaxt = 'n', yaxt = 'n', ann = FALSE,
col = "lightgray", border = NULL,
dir = if (is_latex()) rmd_files_dir() else tempdir(),
file = NULL,
file_type = if (is_latex()) "png" else "svg", ...) {
if (is.list(x)) {
if (same_lim & is.null(lim)) {
lim <- base::range(unlist(x))
}
return(lapply(x, function(x_) {spec_hist(
x = x_, width = width, height = height,
breaks = breaks, same_lim = same_lim, lim = lim,
xaxt = xaxt, yaxt = yaxt, ann = ann, col = col, border = border,
dir = dir, file = file, file_type = file_type, ...
)}))
}
if (is.null(x)) return(NULL)
if (is.null(lim)) {
lim <- base::range(x)
}
file_type <- match.arg(file_type, c("svg", "png"))
if (!dir.exists(dir)) {
dir.create(dir)
}
if (is.null(file)) {
file <- file.path(dir, paste0(
"hist_", round(as.numeric(Sys.time()) * 1000), ".", file_type))
}
if (file_type == "svg") {
grDevices::svg(filename = file, width = width / res, height = height / res,
bg = 'transparent')
} else {
grDevices::png(filename = file, width = width, height = height, res = res,
bg = 'transparent')
}
graphics::par(mar = c(0, 0, 0.2, 0), lwd=0.5)
graphics::hist(x, breaks = breaks, xlim = lim, border = border,
xaxt = xaxt, yaxt = yaxt, ann = ann, col = col, ...)
grDevices::dev.off()
if (file_type == "svg") {
svg_xml <- xml2::read_xml(file)
svg_text <- as.character(svg_xml)
unlink(file)
} else {
svg_text <- NULL
}
out <- list(path = file, dev = file_type, type = "hist",
width = width, height = height, res = res,
svg_text = svg_text)
class(out) <- "kableExtraInlinePlots"
return(out)
}
#' Helper functions to generate inline sparklines
#'
#' @description These functions helps you quickly generate sets of sparkline
#' style plots using base R plotting system. Currently, we support histogram,
#' boxplot, and line. You can use them together with `column_spec` to
#' generate inline plot in tables. By default, this function will save images
#' in a folder called "kableExtra" and return the address of the file.
#'
#' @param x Vector of values or List of vectors of values.
#' @param width The width of the plot in pixel
#' @param height The height of the plot in pixel
#' @param res The resolution of the plot. Default is 300.
#' @param add_label For boxplot. T/F to add labels for min, mean and max.
#' @param label_digits If T for add_label, rounding digits for the label.
#' Default is 2.
#' @param same_lim T/F. If x is a list of vectors, should all the plots be
#' plotted in the same range? Default is True.
#' @param lim,xlim,ylim Manually specify plotting range in the form of
#' `c(0, 10)`. `lim` is used in `spec_hist` and `spec_boxplot`; `xlim`
#' and `ylim` are used in `spec_line`.
#' @param xaxt On/Off for xaxis text
#' @param yaxt On/Off for yaxis text
#' @param ann On/Off for annotations (titles and axis titles)
#' @param col Color for the fill of the histogram bar/boxplot box.
#' @param border Color for the border.
#' @param boxlty Boxplot - box boarder type
#' @param medcol Boxplot - median line color
#' @param medlwd Boxplot - median line width
#' @param dir Directory of where the images will be saved.
#' @param file File name. If not provided, a random name will be used
#' @param file_type Graphic device. Support `png` or `svg`. SVG is recommended
#' for HTML output
#' @param ... extraparameters passing to boxplot
#'
#' @export
spec_boxplot <- function(x, width = 200, height = 50, res = 300,
add_label = FALSE, label_digits = 2,
same_lim = TRUE, lim = NULL,
xaxt = 'n', yaxt = 'n', ann = FALSE,
col = "lightgray", border = NULL,
boxlty = 0, medcol = "red", medlwd = 1,
dir = if (is_latex()) rmd_files_dir() else tempdir(),
file = NULL,
file_type = if (is_latex()) "png" else "svg", ...) {
if (is.list(x)) {
if (same_lim & is.null(lim)) {
lim <- base::range(unlist(x))
}
return(lapply(x, function(x_) {spec_boxplot(
x = x_, width = width, height = height,
add_label = add_label, same_lim = same_lim, lim = lim,
xaxt = xaxt, yaxt = yaxt, ann = ann,
col = col, border = border,
boxlty = boxlty, medcol = medcol, medlwd = medlwd,
dir = dir, file = file, file_type = file_type, ...
)}))
}
if (is.null(x)) return(NULL)
if (is.null(lim)) {
lim <- base::range(x)
lim[1] <- lim[1] - (lim[2] - lim[1]) / 10
lim[2] <- (lim[2] - lim[1]) / 10 + lim[2]
}
file_type <- match.arg(file_type, c("svg", "png"))
if (!dir.exists(dir)) {
dir.create(dir)
}
if (is.null(file)) {
file <- file.path(dir, paste0(
"hist_", round(as.numeric(Sys.time()) * 1000), ".", file_type))
}
if (file_type == "svg") {
grDevices::svg(filename = file, width = width / res, height = height / res,
bg = 'transparent')
} else {
grDevices::png(filename = file, width = width, height = height, res = res,
bg = 'transparent')
}
graphics::par(mar = c(0, 0, 0, 0))
graphics::boxplot(x, horizontal = TRUE, ann = ann, frame = FALSE, bty = 'n', ylim = lim,
col = col, border = border,
boxlty = boxlty, medcol = medcol, medlwd = medlwd,
axes = FALSE, outcex = 0.2, whisklty = 1,
...)
if (add_label) {
x_median <- round(median(x, na.rm = T), label_digits)
x_min <- round(min(x, na.rm = T), label_digits)
x_max <- round(max(x, na.rm = T), label_digits)
graphics::text(x_median, y = 1.4, labels = x_median, cex = 0.5)
graphics::text(x_min, y = 0.6, labels = x_min, cex = 0.5)
graphics::text(x_max, y = 0.6, labels = x_max, cex = 0.5)
}
grDevices::dev.off()
if (file_type == "svg") {
svg_xml <- xml2::read_xml(file)
svg_text <- as.character(svg_xml)
unlink(file)
} else {
svg_text <- NULL
}
out <- list(path = file, dev = file_type, type = "boxplot",
width = width, height = height, res = res,
svg_text = svg_text)
class(out) <- "kableExtraInlinePlots"
return(out)
}
is_latex <- knitr::is_latex_output
rmd_files_dir <- function(create = TRUE) {
curr_file_name <- sub("\\.[^\\.]*$", "", knitr::current_input())
dir_name <- paste0(curr_file_name, "_files")
if (!dir.exists(dir_name) & create) dir.create(dir_name)
fig_dir_name <- file.path(dir_name, "figure-latex/")
if (!dir.exists(fig_dir_name) & create) dir.create(fig_dir_name)
return(fig_dir_name)
}
#' Helper functions to generate inline sparklines
#'
#' @description These functions helps you quickly generate sets of sparkline
#' style plots using base R plotting system. Currently, we support histogram,
#' boxplot, and line. You can use them together with `column_spec` to
#' generate inline plot in tables. By default, this function will save images
#' in a folder called "kableExtra" and return the address of the file.
#'
#' @param x,y Vector of values or List of vectors of values. y is optional.
#' @param width The width of the plot in pixel
#' @param height The height of the plot in pixel
#' @param res The resolution of the plot. Default is 300.
#' @param same_lim T/F. If x is a list of vectors, should all the plots be
#' plotted in the same range? Default is True.
#' @param xlim,ylim Manually specify plotting range in the form of
#' `c(0, 10)`.
#' @param xaxt On/Off for xaxis text
#' @param yaxt On/Off for yaxis text
#' @param ann On/Off for annotations (titles and axis titles)
#' @param col Color for the fill of the histogram bar/boxplot box.
#' @param border Color for the border.
#' @param frame.plot On/Off for surrounding box (`spec_line` only). Default
#' is False.
#' @param lwd Line width for `spec_line`; within `spec_line`, the `minmax`
#' argument defaults to use this value for `cex` for points. Default is 2.
#' @param minmax,min,max Arguments passed to `points` to highlight minimum
#' and maximum values in `spec_line`. If `min` or `max` are `NULL`, they
#' default to the value of `minmax`. Set to an empty `list()` to disable.
#' @param dir Directory of where the images will be saved.
#' @param file File name. If not provided, a random name will be used
#' @param file_type Graphic device. Support `png` or `svg`. SVG is recommended
#' for HTML output.
#' @param ... extra parameters passing to `plot`
#'
#' @export
spec_line <- function(x, y = NULL, width = 200, height = 50, res = 300,
same_lim = TRUE, xlim = NULL, ylim = NULL,
xaxt = 'n', yaxt = 'n', ann = FALSE,
col = "lightgray", border = NULL,
frame.plot = FALSE, lwd = 2,
minmax = list(pch = ".", cex = lwd, col = "red"),
min = minmax, max = minmax,
dir = if (is_latex()) rmd_files_dir() else tempdir(),
file = NULL,
file_type = if (is_latex()) "png" else "svg", ...) {
if (is.list(x)) {
lenx <- length(x)
if (same_lim) {
if (is.null(xlim)) {
xlim <- lapply(x, base::range)
}
if (is.null(ylim) && !is.null(y)) {
ylim <- lapply(y, base::range)
}
}
if (is.null(y)) {
y <- replicate(lenx, NULL, simplify = FALSE)
} else if (!is.list(y) || lenx != length(y)) {
stop("'x' and 'y' are not the same length")
}
# any of the arguments can be per-plot controlling, but an arg
# that is normally not length-1 may be recycled (incorrectly) by
# Map, so we have to listify them if not already lists;
# enforce a restriction of recycling only length 1 or lenx
# first, start with the literals (x,y)
# same_lim, not a factor anymore
dots <- list(x = x, y = y)
# second, we know these args are likely to be vectors (length > 1)
# or lists, so we have to handle them carefully and double-list if
# present
notlen1 <- list(xlim = xlim, ylim = ylim,
minmax = minmax, min = min, max = max)
dots <- c(dots, Map(
function(L, nm) {
if (is.null(L)) return(list(NULL))
if (!is.list(L) || !is.list(L[[1]])) return(list(L))
if (!length(L) %in% c(1L, lenx)) {
stop("length of '", nm, "' must be 1 or the same length as 'x'")
}
L
}, notlen1, names(notlen1)))
# last, all remaining arguments that we don't already know about
# are length-1, so can be easily listified; using 'formals()'
# allows us to not hard-code all params, for future expansion?
len1args <- mget(setdiff(names(formals()),
c(names(dots), "same_lim", "x", "y", "...")))
dots <- c(dots, Map(
function(V, nm) {
if (is.null(V)) return(list(NULL))
if (!length(V) %in% c(1L, lenx)) {
stop("length of '", nm, "' must be 1 or the same length as 'x'")
}
V
}, len1args, names(len1args)))
return(do.call(Map, c(list(f = spec_line), dots)))
}
if (is.null(x)) return(NULL)
if (is.null(y) || !length(y)) {
y <- x
x <- seq(0, 1, length.out = length(y))
tmp <- ylim
ylim <- xlim
xlim <- tmp
}
if (is.null(xlim)) {
xlim <- base::range(x)
}
if (is.null(ylim) && !is.null(y)) {
ylim <- base::range(y)
}
if (is.null(min)) min <- minmax
if (is.null(max)) max <- minmax
expand <- c(
if (!is.null(min) && length(min)) -0.04 else 0,
if (!is.null(max) && length(max)) +0.04 else 0)
xlim <- xlim + diff(xlim) * expand
ylim <- ylim + diff(ylim) * expand
file_type <- match.arg(file_type, c("svg", "png"))
if (!dir.exists(dir)) {
dir.create(dir)
}
if (is.null(file)) {
file <- file.path(dir, paste0(
"hist_", round(as.numeric(Sys.time()) * 1000), ".", file_type))
}
if (file_type == "svg") {
grDevices::svg(filename = file, width = width / res, height = height / res,
bg = 'transparent')
} else {
grDevices::png(filename = file, width = width, height = height, res = res,
bg = 'transparent')
}
curdev <- grDevices::dev.cur()
on.exit(grDevices::dev.off(curdev), add = TRUE)
graphics::par(mar = c(0, 0, 0.2, 0), lwd = lwd)
graphics::plot(x, y, type = "l", xlim = xlim, ylim = ylim,
xaxt = xaxt, yaxt = yaxt, ann = ann, col = col,
frame.plot = frame.plot, ...)
if (!is.null(min) && length(min)) {
ind <- which.min(y)
do.call(graphics::points, c(list(x[ind], y[ind], xpd = NA), min))
}
if (!is.null(max) && length(max)) {
ind <- which.max(y)
do.call(graphics::points, c(list(x[ind], y[ind], xpd = NA), max))
}
grDevices::dev.off(curdev)
if (file_type == "svg") {
svg_xml <- xml2::read_xml(file)
svg_text <- as.character(svg_xml)
unlink(file)
} else {
svg_text <- NULL
}
out <- list(path = file, dev = file_type, type = "line",
width = width, height = height, res = res,
svg_text = svg_text)
class(out) <- "kableExtraInlinePlots"
return(out)
}