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Hao Zhu3166f062017-06-26 07:51:46 -10001#' Collapse repeated rows to multirow cell
Hao Zhu2a87e8e2017-06-14 15:49:33 -04002#'
Hao Zhu8a160b12017-06-26 13:41:35 -10003#' @description Collapse same values in columns into multirow cells. This
4#' feature does similar things with `group_rows`. However, unlike `group_rows`,
5#' it analyzes existing columns, finds out rows that can be grouped together,
6#' and make them multirow cells. Note that if you want to use `column_spec` to
7#' specify column styles, you should use `column_spec` before `collapse_rows`.
8#'
9#' @param kable_input Output of `knitr::kable()` with `format` specified
10#' @param columns Numeric column positions where rows need to be collapsed.
Hao Zhuec169362018-05-21 01:05:29 -040011#' @param valign Select from "top", "middle"(default), "bottom". The reason why
12#' "top" is not default is that the multirow package on CRAN win-builder is
13#' not up to date.
Hao Zhu12b0ade2018-01-13 16:19:58 -050014#' @param latex_hline Option controlling the behavior of adding hlines to table.
georgeguieaeb0cd2018-03-30 17:39:46 -050015#' Choose from `full`, `major`, `none`, `custom`.
16#' @param custom_latex_hline Numeric column positions whose collapsed rows will
17#' be separated by hlines.
18#' @param row_group_label_position Option controlling positions of row group
19#' labels. Choose from `identity`, `stack`.
20#' @param row_group_label_fonts A list of arguments that can be supplied to
21#' group_rows function to format the row group label when
22#' `row_group_label_position` is `stack`
23#' @param headers_to_remove Numeric column positions where headers should be
24#' removed when they are stacked.
Hao Zhu8a160b12017-06-26 13:41:35 -100025#'
Hao Zhu5a7689e2017-06-26 15:37:24 -100026#' @examples dt <- data.frame(a = c(1, 1, 2, 2), b = c("a", "a", "a", "b"))
27#' x <- knitr::kable(dt, "html")
28#' collapse_rows(x)
29#'
Hao Zhuf4b35292017-06-25 22:38:37 -100030#' @export
Hao Zhu12b0ade2018-01-13 16:19:58 -050031collapse_rows <- function(kable_input, columns = NULL,
Hao Zhuec169362018-05-21 01:05:29 -040032 valign = c("middle", "top", "bottom"),
georgeguieaeb0cd2018-03-30 17:39:46 -050033 latex_hline = c("full", "major", "none", "custom"),
34 row_group_label_position = c('identity', 'stack'),
35 custom_latex_hline = NULL,
36 row_group_label_fonts = NULL,
37 headers_to_remove = NULL) {
Hao Zhu2a87e8e2017-06-14 15:49:33 -040038 kable_format <- attr(kable_input, "format")
39 if (!kable_format %in% c("html", "latex")) {
Hao Zhu401ebd82018-01-14 17:10:20 -050040 warning("Please specify format in kable. kableExtra can customize either ",
41 "HTML or LaTeX outputs. See https://haozhu233.github.io/kableExtra/ ",
42 "for details.")
Hao Zhu2a87e8e2017-06-14 15:49:33 -040043 return(kable_input)
44 }
Hao Zhuec169362018-05-21 01:05:29 -040045 valign <- match.arg(valign, c("middle", "top", "bottom"))
Hao Zhu2a87e8e2017-06-14 15:49:33 -040046 if (kable_format == "html") {
Hao Zhu5dd3e282018-05-20 18:39:48 -040047 return(collapse_rows_html(kable_input, columns, valign))
Hao Zhu2a87e8e2017-06-14 15:49:33 -040048 }
49 if (kable_format == "latex") {
georgeguieaeb0cd2018-03-30 17:39:46 -050050 latex_hline <- match.arg(latex_hline, c("full", "major", "none", "custom"))
51 row_group_label_position <- match.arg(row_group_label_position,
52 c('identity', 'stack'))
Hao Zhu5dd3e282018-05-20 18:39:48 -040053 return(collapse_rows_latex(kable_input, columns, latex_hline, valign,
georgeguieaeb0cd2018-03-30 17:39:46 -050054 row_group_label_position, row_group_label_fonts, custom_latex_hline,
55 headers_to_remove))
Hao Zhu2a87e8e2017-06-14 15:49:33 -040056 }
57}
58
Hao Zhu5dd3e282018-05-20 18:39:48 -040059collapse_rows_html <- function(kable_input, columns, valign) {
Hao Zhu2a87e8e2017-06-14 15:49:33 -040060 kable_attrs <- attributes(kable_input)
Hao Zhu558c72f2017-07-24 15:12:00 -040061 kable_xml <- read_kable_as_xml(kable_input)
Hao Zhu2a87e8e2017-06-14 15:49:33 -040062 kable_tbody <- xml_tpart(kable_xml, "tbody")
63
64 kable_dt <- rvest::html_table(xml2::read_html(as.character(kable_input)))[[1]]
Hao Zhuf4b35292017-06-25 22:38:37 -100065 if (is.null(columns)) {
66 columns <- seq(1, ncol(kable_dt))
67 }
Hao Zhu23456762018-03-26 12:30:10 -040068 if (!is.null(kable_attrs$header_above)) {
69 kable_dt_col_names <- unlist(kable_dt[kable_attrs$header_above, ])
70 kable_dt <- kable_dt[-(1:kable_attrs$header_above),]
71 names(kable_dt) <- kable_dt_col_names
72 }
73 kable_dt$row_id <- seq(nrow(kable_dt))
Hao Zhu2a87e8e2017-06-14 15:49:33 -040074 collapse_matrix <- collapse_row_matrix(kable_dt, columns)
75
76 for (i in 1:nrow(collapse_matrix)) {
77 matrix_row <- collapse_matrix[i, ]
Hao Zhu38cdcdb2017-06-27 09:08:30 -100078 names(matrix_row) <- names(collapse_matrix)
Hao Zhu3166f062017-06-26 07:51:46 -100079 target_row <- xml_child(kable_tbody, i)
80 row_node_rm_count <- 0
81 for (j in 1:length(matrix_row)) {
82 collapsing_col <- as.numeric(sub("x", "", names(matrix_row)[j])) -
83 row_node_rm_count
84 target_cell <- xml_child(target_row, collapsing_col)
85 if (matrix_row[j] == 0) {
86 xml_remove(target_cell)
87 row_node_rm_count <- row_node_rm_count + 1
88 } else if (matrix_row[j] != 1) {
89 xml_attr(target_cell, "rowspan") <- matrix_row[j]
90 xml_attr(target_cell, "style") <- paste0(
91 xml_attr(target_cell, "style"),
Hao Zhu5dd3e282018-05-20 18:39:48 -040092 "vertical-align: ", valign, " !important;")
Hao Zhu2a87e8e2017-06-14 15:49:33 -040093 }
94 }
95 }
96
Hao Zhuf2dfd142017-07-24 14:43:28 -040097 out <- as_kable_xml(kable_xml)
Hao Zhu2a87e8e2017-06-14 15:49:33 -040098 attributes(out) <- kable_attrs
Hao Zhuf2100832018-01-11 16:20:29 -050099 if (!"kableExtra" %in% class(out)) class(out) <- c("kableExtra", class(out))
Hao Zhu2a87e8e2017-06-14 15:49:33 -0400100 return(out)
101}
102
Hao Zhuf4b35292017-06-25 22:38:37 -1000103collapse_row_matrix <- function(kable_dt, columns, html = T) {
104 if (html) {
105 column_block <- function(x) c(x, rep(0, x - 1))
106 } else {
107 column_block <- function(x) c(rep(0, x - 1), x)
108 }
109 mapping_matrix <- list()
110 for (i in columns) {
111 mapping_matrix[[paste0("x", i)]] <- unlist(lapply(
112 rle(kable_dt[, i])$length, column_block))
113 }
114 mapping_matrix <- data.frame(mapping_matrix)
115 return(mapping_matrix)
116}
117
Hao Zhu5dd3e282018-05-20 18:39:48 -0400118collapse_rows_latex <- function(kable_input, columns, latex_hline, valign,
georgeguieaeb0cd2018-03-30 17:39:46 -0500119 row_group_label_position, row_group_label_fonts,
120 custom_latex_hline, headers_to_remove) {
Hao Zhuf4b35292017-06-25 22:38:37 -1000121 table_info <- magic_mirror(kable_input)
Hao Zhu3fc0e882018-04-03 16:06:41 -0400122 out <- solve_enc(kable_input)
Hao Zhu064990d2017-10-17 18:08:42 -0400123
Hao Zhu5dd3e282018-05-20 18:39:48 -0400124 valign <- switch(
125 valign,
126 top = "\\[t\\]",
127 middle = "",
128 bottom = "\\[b\\]"
129 )
130
Hao Zhuf4b35292017-06-25 22:38:37 -1000131 if (is.null(columns)) {
132 columns <- seq(1, table_info$ncol)
133 }
Hao Zhu064990d2017-10-17 18:08:42 -0400134
Hao Zhuf4b35292017-06-25 22:38:37 -1000135 contents <- table_info$contents
136 kable_dt <- kable_dt_latex(contents)
georgeguieaeb0cd2018-03-30 17:39:46 -0500137
138 collapse_matrix_rev <- collapse_row_matrix(kable_dt, columns, html = TRUE)
Hao Zhu01b15b82018-01-12 17:48:21 -0500139 collapse_matrix <- collapse_row_matrix(kable_dt, columns, html = FALSE)
Hao Zhuf4b35292017-06-25 22:38:37 -1000140
141 new_kable_dt <- kable_dt
Hao Zhuf4b35292017-06-25 22:38:37 -1000142 for (j in seq(1:ncol(collapse_matrix))) {
143 column_align <- table_info$align_vector_origin[columns[j]]
144 column_width <- ifelse(
145 is.null(table_info$column_width[[paste0("column_", columns[j])]]),
146 "*", table_info$column_width[paste0("column_", columns[j])])
147 for (i in seq(1:nrow(collapse_matrix))) {
georgeguieaeb0cd2018-03-30 17:39:46 -0500148 if(row_group_label_position == 'stack'){
149 if(j < ncol(collapse_matrix)|(collapse_matrix_rev[i, j] == 0)){
150 new_kable_dt[i, j] <- ''
151 }
152 } else {
153 new_kable_dt[i, j] <- collapse_new_dt_item(
Hao Zhu5dd3e282018-05-20 18:39:48 -0400154 kable_dt[i, j], collapse_matrix[i, j], column_width,
155 align = column_align, valign = valign
georgeguieaeb0cd2018-03-30 17:39:46 -0500156 )
157 }
Hao Zhuf4b35292017-06-25 22:38:37 -1000158 }
159 }
Hao Zhu654c91f2017-07-03 14:03:34 -0400160
161 midrule_matrix <- collapse_row_matrix(kable_dt, seq(1, table_info$ncol),
162 html = F)
163 midrule_matrix[setdiff(seq(1, table_info$ncol), columns)] <- 1
164
165 ex_bottom <- length(contents) - 1
166 contents[2:ex_bottom] <- paste0(contents[2:ex_bottom], "\\\\\\\\")
167 if (!table_info$booktabs) {
168 contents[2:ex_bottom] <- paste0(contents[2:ex_bottom], "\n\\\\hline")
169 }
Hao Zhu01b15b82018-01-12 17:48:21 -0500170
171 new_contents <- c()
georgeguieaeb0cd2018-03-30 17:39:46 -0500172 if(row_group_label_position == 'stack'){
173 if(is.null(headers_to_remove)) headers_to_remove <- head(columns, -1)
174 table_info$colnames[headers_to_remove] <- ''
175 new_header <- paste(table_info$colnames, collapse = ' & ')
176 out <- sub(contents[1], new_header, out)
177 table_info$contents[1] <- new_header
178 }
179 if(latex_hline == 'custom' & is.null(custom_latex_hline)){
180 if(row_group_label_position == 'stack'){
181 custom_latex_hline = 1:2
182 } else {
183 custom_latex_hline = 1
184 }
185 }
Hao Zhuf4b35292017-06-25 22:38:37 -1000186 for (i in seq(1:nrow(collapse_matrix))) {
187 new_contents[i] <- paste0(new_kable_dt[i, ], collapse = " & ")
Hao Zhu12b0ade2018-01-13 16:19:58 -0500188 table_info$contents[i + 1] <- new_contents[i]
Hao Zhu654c91f2017-07-03 14:03:34 -0400189 if (i != nrow(collapse_matrix)) {
Hao Zhu12b0ade2018-01-13 16:19:58 -0500190 row_midrule <- switch(
191 latex_hline,
192 "none" = "",
193 "full" = midline_groups(which(as.numeric(midrule_matrix[i, ]) > 0),
194 table_info$booktabs),
195 "major" = ifelse(
196 sum(as.numeric(midrule_matrix[i, ]) > 0) == ncol(midrule_matrix),
197 midline_groups(which(as.numeric(midrule_matrix[i, ]) > 0),
198 table_info$booktabs),
199 ""
georgeguieaeb0cd2018-03-30 17:39:46 -0500200 ),
201 "custom" = ifelse(
202 sum(as.numeric(midrule_matrix[i, custom_latex_hline])) > 0,
203 midline_groups(which(as.numeric(midrule_matrix[i, ]) > 0),
204 table_info$booktabs),
205 ""
206 )
Hao Zhu12b0ade2018-01-13 16:19:58 -0500207 )
Hao Zhu654c91f2017-07-03 14:03:34 -0400208 new_contents[i] <- paste0(new_contents[i], "\\\\\\\\\n", row_midrule)
209 }
Hao Zhuf4b35292017-06-25 22:38:37 -1000210 out <- sub(contents[i + 1], new_contents[i], out)
211 }
Hao Zhu8f202992017-07-15 02:20:18 -0400212 out <- gsub("\\\\addlinespace\n", "", out)
Hao Zhuf4b35292017-06-25 22:38:37 -1000213
214 out <- structure(out, format = "latex", class = "knitr_kable")
215 table_info$collapse_rows <- TRUE
216 attr(out, "kable_meta") <- table_info
georgeguieaeb0cd2018-03-30 17:39:46 -0500217 if(row_group_label_position == 'stack'){
218 group_row_index_list <- collapse_rows_index(kable_dt, head(columns, -1))
219 out <- collapse_rows_latex_stack(out, group_row_index_list, row_group_label_fonts)
220 }
Hao Zhuf4b35292017-06-25 22:38:37 -1000221 return(out)
222}
223
224kable_dt_latex <- function(x) {
225 data.frame(do.call(rbind, str_split(x[-1], " & ")), stringsAsFactors = FALSE)
226}
227
Hao Zhu5dd3e282018-05-20 18:39:48 -0400228collapse_new_dt_item <- function(x, span, width = NULL, align, valign) {
Hao Zhuf4b35292017-06-25 22:38:37 -1000229 if (span == 0) return("")
230 if (span == 1) return(x)
231 out <- paste0(
Hao Zhu5dd3e282018-05-20 18:39:48 -0400232 "\\\\multirow", valign, "\\{", -span, "\\}\\{",
Hao Zhuf4b35292017-06-25 22:38:37 -1000233 ifelse(is.null(width), "\\*", width),
234 "\\}\\{",
235 switch(align,
236 "l" = "\\\\raggedright\\\\arraybackslash ",
237 "c" = "\\\\centering\\\\arraybackslash ",
238 "r" = "\\\\raggedleft\\\\arraybackslash "),
239 x, "\\}"
240 )
241 return(out)
Hao Zhu2a87e8e2017-06-14 15:49:33 -0400242}
Hao Zhu654c91f2017-07-03 14:03:34 -0400243
244midline_groups <- function(x, booktabs = T) {
245 diffs <- c(1, diff(x))
246 start_indexes <- c(1, which(diffs > 1))
Hao Zhu12b0ade2018-01-13 16:19:58 -0500247 end_indexes <- c(start_indexes - 1, length(x))
Hao Zhu654c91f2017-07-03 14:03:34 -0400248 ranges <- paste0(x[start_indexes], "-", x[end_indexes])
249 if (booktabs) {
250 out <- paste0("\\\\cmidrule{", ranges, "}")
251 } else {
252 out <- paste0("\\\\cline{", ranges, "}")
253 }
254 out <- paste0(out, collapse = "\n")
255 return(out)
256}
georgeguieaeb0cd2018-03-30 17:39:46 -0500257
258
259collapse_rows_index <- function(kable_dt, columns) {
260 format_to_row_index <- function(x){
261 x = rle(x)
262 out = x$lengths
263 names(out) = x$values
264 out
265 }
266 group_rows_index_list <- lapply(columns, function(x) {
267 format_to_row_index(kable_dt[, x])
268 })
269 return(group_rows_index_list)
270}
271
272
273collapse_rows_latex_stack <- function(kable_input, group_row_index_list,
274 row_group_label_fonts){
275 merge_lists <- function(default_list, updated_list){
276 for(x in names(updated_list)){
277 default_list[[x]] <- updated_list[[x]]
278 }
279 return(default_list)
280 }
281 default_font_list <- list(
282 list(bold = T, italic = F),
283 list(bold = F, italic = T),
284 list(bold = F, italic = F)
285 )
286 n_default_fonts = length(default_font_list)
287 n_supplied_fonts = length(row_group_label_fonts)
288 group_row_font_list <- list()
289 out <- kable_input
290 for(i in 1:length(group_row_index_list)){
291 if(i > n_default_fonts){
292 group_row_args <- default_font_list[[n_default_fonts]]
293 } else {
294 group_row_args <- default_font_list[[i]]
295 }
296 if(i <= n_supplied_fonts){
297 group_row_args <- merge_lists(group_row_args, row_group_label_fonts[[i]])
298 }
299 group_row_args <- merge_lists(
300 list(kable_input = out, index = group_row_index_list[[i]]),
301 group_row_args)
302 out <- do.call(group_rows, group_row_args)
303 }
304 return(out)
305}