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#' @title Histogram chart object
#' @description Creation of a histogram chart object that can be inserted
#' in a 'Microsoft' document. Histogram charts use the chartEx pipeline
#' (Office 2016+); older versions of 'Microsoft Office' will display a
#' fallback placeholder.
#'
#' Data is a single column of raw numeric observations. Office computes
#' the bins automatically; pass `bin_count` or `bin_width` to override.
#' @param data a data.frame.
#' @param value numeric column name (raw observations).
#' @param bin_count integer, requested number of bins. Mutually exclusive
#' with `bin_width`. NULL = automatic.
#' @param bin_width numeric, requested bin width. Mutually exclusive with
#' `bin_count`. NULL = automatic.
#' @param interval_closed one of `"right"` (default) or `"left"`. Defines
#' which end of each bin is inclusive.
#' @param underflow numeric, values below this go in an "underflow" bin.
#' NULL to disable.
#' @param overflow numeric, values above this go in an "overflow" bin.
#' NULL to disable.
#' @return An `ms_chart` object (subclass `ms_histogramchart`).
#' @family 'Office' chart objects
#' @seealso [chart_labels()]
#' @export
#' @examples
#' library(officer)
#'
#' set.seed(1)
#' dat <- data.frame(x = rnorm(200, mean = 10, sd = 4))
#' hi <- ms_histogramchart(dat, value = "x", bin_count = 12)
#'
#' doc <- read_pptx()
#' doc <- add_slide(doc)
#' doc <- ph_with(doc, hi, location = ph_location_fullsize())
#' print(doc, target = tempfile(fileext = ".pptx"))
ms_histogramchart <- function(
data,
value,
bin_count = NULL,
bin_width = NULL,
interval_closed = c("right", "left"),
underflow = NULL,
overflow = NULL
) {
stopifnot(is.data.frame(data))
stopifnot(is.character(value), length(value) == 1L)
interval_closed <- match.arg(interval_closed)
if (!value %in% names(data)) {
stop("column ", shQuote(value), " not found in data", call. = FALSE)
}
if (!is.numeric(data[[value]])) {
stop("column ", shQuote(value), " must be numeric", call. = FALSE)
}
if (!is.null(bin_count) && !is.null(bin_width)) {
stop("provide either 'bin_count' or 'bin_width', not both", call. = FALSE)
}
if (
inherits(data, "data.table") ||
inherits(data, "tbl_df") ||
inherits(data, "tbl")
) {
data <- as.data.frame(data, stringsAsFactors = FALSE)
}
data_series <- data[, value, drop = FALSE]
rownames(data_series) <- NULL
out <- list(
data = data,
data_series = data_series,
value = value,
x = value,
y = value,
xvar = value,
yvar = value,
group = NULL,
asis = FALSE,
theme = mschart_theme(),
labels = list(title = NULL, x = NULL, y = NULL),
layout_id = "clusteredColumn",
bin_count = bin_count,
bin_width = bin_width,
interval_closed = interval_closed,
underflow = underflow,
overflow = overflow
)
class(out) <- c("ms_histogramchart", "ms_chart_ex", "ms_chart")
out
}
#' @export
#' @method format ms_histogramchart
format.ms_histogramchart <- function(
x,
id_x = NULL,
id_y = NULL,
sheetname = "sheet1",
drop_ext_data = FALSE,
...
) {
ds <- x$data_series
n <- nrow(ds)
val_col <- x$value
row1 <- 2L
row2 <- n + 1L
val_dim <- paste0(
"<cx:numDim type=\"val\">",
sprintf("<cx:f>%s</cx:f>", cx_range(sheetname, "A", row1, row2)),
cx_num_lvl(ds[[val_col]], format_code = "Standard"),
"</cx:numDim>"
)
# Per chartEx schema (CT_Binning): intervalClosed/underflow/overflow are
# attributes; binCount and binSize are CHILD ELEMENTS with a `val` attr.
closed_attr <- if (x$interval_closed == "right") "r" else "l"
binning_attrs <- sprintf("intervalClosed=\"%s\"", closed_attr)
if (!is.null(x$underflow)) {
binning_attrs <- paste0(
binning_attrs,
sprintf(
" underflow=\"%s\"",
format(x$underflow, scientific = FALSE, trim = TRUE)
)
)
}
if (!is.null(x$overflow)) {
binning_attrs <- paste0(
binning_attrs,
sprintf(
" overflow=\"%s\"",
format(x$overflow, scientific = FALSE, trim = TRUE)
)
)
}
binning_children <- ""
if (!is.null(x$bin_count)) {
binning_children <- sprintf(
"<cx:binCount val=\"%d\"/>",
as.integer(x$bin_count)
)
}
if (!is.null(x$bin_width)) {
binning_children <- sprintf(
"<cx:binSize val=\"%s\"/>",
format(x$bin_width, scientific = FALSE, trim = TRUE)
)
}
binning_xml <- if (nzchar(binning_children)) {
sprintf("<cx:binning %s>%s</cx:binning>", binning_attrs, binning_children)
} else {
sprintf("<cx:binning %s/>", binning_attrs)
}
unique_id <- x$unique_id %||% uuid_generate()
fill <- cx_render_series_fill(x)
series_xml <- paste0(
sprintf(
"<cx:series layoutId=\"clusteredColumn\" uniqueId=\"%s\">",
unique_id
),
"<cx:tx><cx:txData>",
sprintf("<cx:f>%s</cx:f>", cx_cell(sheetname, "A", 1L)),
sprintf("<cx:v>%s</cx:v>", htmltools::htmlEscape(val_col)),
"</cx:txData></cx:tx>",
fill$spPr,
fill$dataPts,
cx_data_labels_xml(
defaults = NULL,
opts = x$cx_data_labels,
fp = x$cx_data_labels$fp
),
"<cx:dataId val=\"0\"/>",
"<cx:layoutPr>",
binning_xml,
"</cx:layoutPr>",
"</cx:series>"
)
axx <- x$cx_axis_x %||% list()
axy <- x$cx_axis_y %||% list()
axes_xml <- paste0(
cx_axis(
"0",
"<cx:catScaling gapWidth=\"0\"/>",
fp = x$theme$axis_text_x,
title = x$labels[["x"]],
title_fp = x$theme$axis_title_x,
num_fmt = axx$num_fmt
),
cx_axis(
"1",
cx_val_scaling(min = axy$limit_min, max = axy$limit_max),
fp = x$theme$axis_text_y,
title = x$labels[["y"]],
title_fp = x$theme$axis_title_y,
major_grid = axy$major_grid %||% TRUE,
minor_grid = axy$minor_grid %||% FALSE,
num_fmt = axy$num_fmt
)
)
title_xml <- cx_chart_title(x$labels[["title"]], fp = x$theme$main_title)
ext_data_xml <- if (drop_ext_data) {
""
} else {
"<cx:externalData r:id=\"rId1\" cx:autoUpdate=\"0\"/>"
}
paste0(
"<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?>",
"<cx:chartSpace",
" xmlns:a=\"http://schemas.openxmlformats.org/drawingml/2006/main\"",
" xmlns:r=\"http://schemas.openxmlformats.org/officeDocument/2006/relationships\"",
" xmlns:cx=\"http://schemas.microsoft.com/office/drawing/2014/chartex\">",
"<cx:chartData>",
ext_data_xml,
"<cx:data id=\"0\">",
val_dim,
"</cx:data>",
"</cx:chartData>",
"<cx:chart>",
title_xml,
"<cx:plotArea><cx:plotAreaRegion>",
series_xml,
"</cx:plotAreaRegion>",
axes_xml,
"</cx:plotArea>",
"</cx:chart>",
"</cx:chartSpace>"
)
}
#' @export
#' @method print ms_histogramchart
print.ms_histogramchart <- function(x, preview = FALSE, ...) {
if (preview && interactive()) {
doc <- officer::read_pptx()
doc <- officer::add_slide(
doc,
layout = "Title and Content",
master = "Office Theme"
)
doc <- officer::ph_with(doc, x, location = officer::ph_location_fullsize())
file_out <- print(doc, target = tempfile(fileext = ".pptx"))
utils::browseURL(file_out)
return(invisible())
}
cat(sprintf("* %s object (chartEx)\n\n", shQuote("ms_histogramchart")))
cat(sprintf("* value: %s\n", x$value))
if (!is.null(x$bin_count)) {
cat(sprintf("* bin_count: %d\n", x$bin_count))
}
if (!is.null(x$bin_width)) {
cat(sprintf("* bin_width: %s\n", x$bin_width))
}
cat(sprintf("* interval closed: %s\n\n", x$interval_closed))
cat(sprintf(
"* original data [%.0f,%.0f] (sample):\n",
nrow(x$data),
ncol(x$data)
))
print(x$data[seq_len(min(c(nrow(x$data), 5))), , drop = FALSE])
}
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