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March 10, 2012 23:23
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header data.frame
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library(gtable) | |
library(plyr) | |
library(tables) | |
## creates a gtable | |
## given a header (character matrix, possibly with attributes) | |
## NAs are used to indicate grobs that span multiple cells | |
gtable_header <- function(header, n = NULL, | |
type = c("row","col"), | |
fun = textGrob, padding=unit(rep(2,2),"mm"), ...){ | |
type <- match.arg(type) | |
type <- switch(type, "row" = 1, "col" = 2) | |
if(is.null(n)) n <- max(apply(header, type, length)) | |
require(plyr) | |
start <- alply(header, type, function(s) which(!is.na(s), TRUE)) | |
end <- llply(start, function(s) c(s[-1], n+1) - 1 ) | |
fixed <- rep(seq_along(start), sapply(start, length)) # t,b for rows, l,r for cols | |
## dirty trick to follow the labels order | |
if(type == 1) header <- t(header) | |
label <- header[!is.na(header)] | |
d <- data.frame(label = label, | |
start=unlist(start), end=unlist(end), fixed, fixed, | |
stringsAsFactors=FALSE) | |
names(d) <- if(type==1) c("label","l","r","t","b") else | |
c("label","t","b","l","r") | |
## make grobs | |
d$grobs <- lapply(d$label, fun, ...) | |
d$widths <- lapply(d$grobs, grobWidth) | |
d$heights <- lapply(d$grobs, grobHeight) | |
widths <- dlply(d, names(d)[4], # t if type==1, l if type==2 | |
function(d) width=do.call(unit.c, d$widths)) | |
heights <- dlply(d, names(d)[4], | |
function(d) heights=do.call(unit.c, d$heights)) | |
## first implementation: only care about complete row/col | |
## table_widths <- widths[[ which(sapply(widths, length) == n)[1] ]] | |
## table_heights <- heights[[ which(sapply(heights, length) == n)[1] ]] | |
if(type == 1){ | |
rrepeats <- dlply(d, "t", function(.d) .d$r - .d$l + 1) | |
table_widths <- do.call(unit.pmax, lapply(seq_along(widths), function(ii){ | |
n <- rrepeats[[ii]] | |
rep(1/n * widths[[ii]], n) | |
})) | |
} | |
if(type == 2){ | |
crepeats <- dlply(d, "l", function(.d) .d$b - .d$t + 1) | |
table_heights <- do.call(unit.pmax, lapply(seq_along(heights), function(ii){ | |
n <- crepeats[[ii]] | |
rep(1/n * heights[[ii]], n) | |
})) | |
} | |
## extract widths and heights relevant to the layout | |
attr(d, "widths") <- if(type==1) table_widths else | |
do.call(unit.c, lapply(widths, max)) | |
attr(d, "heights") <- if(type==2) table_heights else | |
do.call(unit.c, lapply(heights, max)) | |
## create gtable | |
g <- gtable() | |
g <- gtable_add_cols(g, attr(d,"widths") + padding[1]) | |
g <- gtable_add_rows(g, attr(d,"heights")+ padding[2]) | |
## browser() | |
## vertical/horizontal separators | |
sg <- if(type == 1) segmentsGrob(x0 = unit(1, "npc"), y0 = unit(0, "npc"), | |
x1 = unit(1, "npc"), y1 = unit(1, "npc"),gp=gpar(lwd=0.5)) else | |
segmentsGrob(x0 = unit(0, "npc"), y0 = unit(0, "npc"), | |
x1 = unit(1, "npc"), y1 = unit(0, "npc"),gp=gpar(lwd=0.5)) | |
d2 <- if(type == 1) subset(d, r < n) else subset(d, b < n) | |
g <- with(d2, gtable_add_grob(g, replicate(length(d2$grobs), sg, simplify=FALSE), | |
t, l, b, r, z=1, name="rect")) | |
g <- with(d, gtable_add_grob(g, grobs, t, l, b, r, z=0, name="text")) | |
g | |
} | |
## h <- matrix(c("", "aaaaaaaaaaaaa\nbbbbbbbbbbbb\ncc", NA, "b", NA, paste("cell", 1:5)), nrow=2, byrow=TRUE) | |
## g <- gtable_header(h, type="row") | |
## g2 <- gtable_header(t(h), type="col") | |
## grid.newpage() | |
## grid.draw(g) | |
## grid.newpage() | |
## grid.draw(g2) | |
## build a rectGrob with parameters | |
cellRect <- function(fill) | |
rectGrob(gp=gpar(fill=fill, col=fill)) | |
## fail-safe plotmath parsing | |
tryparse <- function(lab) | |
tryCatch(parse(text=lab), error = function(e) lab) | |
## stack two isomorphic gtables along z | |
combine <- function(g1, g2){ | |
g1$grobs <- c(g1$grobs, g2$grobs) | |
g2$layout <- transform(g2$layout, z= g1$layout$z - 1, name="rect") | |
g1$layout <- rbind(g1$layout, g2$layout) | |
g1 | |
} | |
rowMax_units <- function(m){ | |
do.call(unit.c, apply(m, 1, function(l) | |
max(do.call(unit.c, lapply(l, grobHeight))))) | |
} | |
colMax_units <- function(m){ | |
do.call(unit.c, apply(m, 2, function(l) | |
max(do.call(unit.c, lapply(l, grobWidth))))) | |
} | |
cbind_gtable <- function(x, y, size = "max") { | |
stopifnot(nrow(x) == nrow(y)) | |
if (ncol(x) == 0) return(y) | |
if (ncol(y) == 0) return(x) | |
y$layout$l <- y$layout$l + ncol(x) | |
y$layout$r <- y$layout$r + ncol(x) | |
x$layout <- rbind(x$layout, y$layout) | |
x$widths <- gtable:::insert.unit(x$widths, y$widths) | |
x$colnames <- c(x$colnames, y$colnames) | |
size <- match.arg(size, c("first", "last", "max", "min")) | |
x$heights <- switch(size, | |
first = x$heights, | |
last = y$heights, | |
min = unit.pmin(x$heights, y$heights), | |
max = unit.pmax(x$heights, y$heights) | |
) | |
x$grobs <- append(x$grobs, y$grobs) | |
x | |
} | |
rbind_gtable <- function (x, y, size = "max") | |
{ | |
stopifnot(ncol(x) == ncol(y)) | |
if (nrow(x) == 0) | |
return(y) | |
if (nrow(y) == 0) | |
return(x) | |
y$layout$t <- y$layout$t + nrow(x) | |
y$layout$b <- y$layout$b + nrow(x) | |
x$layout <- rbind(x$layout, y$layout) | |
x$heights <- gtable:::insert.unit(x$heights, y$heights) | |
x$rownames <- c(x$rownames, y$rownames) | |
size <- match.arg(size, c("first", "last", "max", "min")) | |
x$widths <- switch(size, first = x$widths, last = y$widths, | |
min = unit.pmin(x$widths, y$widths), max = unit.pmax(x$widths, | |
y$widths)) | |
x$grobs <- append(x$grobs, y$grobs) | |
x | |
} | |
findHeights <- function(l) | |
do.call(unit.c, lapply(l,grobHeight)) | |
findWidths <- function(l) | |
do.call(unit.c, lapply(l,grobWidth)) | |
tableGrob <- function (d, ...) { | |
UseMethod("tableGrob", d) | |
} | |
tableGrob.data.frame <- tableGrob.matrix <- tableGrob_fun <- | |
function(d, rows=rownames(d), cols=colnames(d), | |
parse=TRUE, widths=NULL, heights=NULL, | |
fill=c("grey95",NA), padding = unit(c(2,2),"mm"), | |
just=c("centre", "centre"), ...){ | |
m <- as.matrix(d) | |
content <- c(m) | |
n <- length(content) | |
nc <- NCOL(d) | |
nr <- NROW(d) | |
if(!is.null(rows)) | |
rows <- as.matrix(rows) | |
if(!is.null(cols)){ | |
cols <- as.matrix(cols) | |
if(ncol(cols) == 1) cols <- t(cols) | |
} | |
## basic aesthetic params | |
cfill <- rep(fill, length=n) | |
## try parsing the labels (plotmath) | |
if(parse){ | |
content <- lapply(content, tryparse) | |
} | |
## make the text grobs | |
cgrobst <- mapply(textGrob, label=content, | |
MoreArgs=list(gp=gpar(col="black")), SIMPLIFY=FALSE) | |
## make the rect grobs | |
cgrobsr <- mapply(cellRect, fill=cfill, SIMPLIFY=FALSE) | |
## wrap grobs into matrices | |
mcgrobst <- matrix(cgrobst, ncol=nc) | |
mcgrobsr <- matrix(cgrobsr, ncol=nc) | |
## figure out layout dimensions | |
cwidths <- colMax_units(mcgrobst) + padding[1] | |
cheights <- rowMax_units(mcgrobst) + padding[2] | |
## headers (may span multiple rows/columns) | |
gt <- if(is.null(cols)) gtable_matrix("cols", matrix(list(nullGrob()), ncol=nc, nr=1), | |
cwidths, unit(0,"mm")) else | |
gtable_header(cols, type="row") | |
gl <- if(is.null(rows)) gtable_matrix("rows", matrix(list(nullGrob()), nrow=nr, nc=1), | |
unit(0,"mm"), cheights) else | |
gtable_header(rows, type="col") | |
## widths and heights, if not supplied, accommodate all labels | |
if(is.null(widths)) | |
widths <- unit.pmax(gt$widths, cwidths) else | |
widths <- rep(widths, length.out=nc) | |
if(is.null(heights)) | |
heights <- unit.pmax(gl$heights, cheights) else | |
heights <- rep(heights, length.out=nr) | |
## create gtable | |
coretext <- gtable_matrix("core", mcgrobst, widths, heights) | |
corerect <- gtable_matrix("core", mcgrobsr, widths, heights) | |
## combine gtables along z | |
gc <- combine(coretext, corerect) | |
## add vert and horiz separators | |
vg <- segmentsGrob(x0 = unit(1, "npc"), y0 = unit(0, "npc"), | |
x1 = unit(1, "npc"), y1 = unit(1, "npc"),gp=gpar(lwd=0.5)) | |
hg <- segmentsGrob(x0 = unit(0, "npc"), y0 = unit(0, "npc"), | |
x1 = unit(1, "npc"), y1 = unit(0, "npc"),gp=gpar(lwd=0.5)) | |
vp <- seq.int(nc-1) ; hp <- seq.int(nr-1) | |
gvr <- replicate(nc-1, vg, simplify=FALSE) | |
ghr <- replicate(nr-1, hg, simplify=FALSE) | |
ngc <- gtable_add_grob(gc, gvr, l=vp, r=vp, t=1, b=nr, z=1, name="vsep") | |
ngc <- gtable_add_grob(ngc, ghr, l=1, r=nc, t=hp, b=hp, z=1, name="hsep") | |
ngc <- gtable_add_grob(ngc, rectGrob(gp=gpar(col=NA,fill="grey90")), | |
l=1, r=nc, t=1, b=nr, z=-Inf, name="boxbg") | |
ngc <- gtable_add_grob(ngc, rectGrob(gp=gpar(lwd=0.8,fill=NA)), | |
l=1, r=nc, t=1, b=nr, z=Inf, name="boxfg") | |
empty <- gtable( unit(rep(0, length(unique(gl$layout$l))), "cm"), | |
unit(rep(0, length(unique(gt$layout$t))), "cm")) | |
all <- rbind_gtable( | |
cbind_gtable(empty, gt, "last"), | |
cbind_gtable(gl, ngc, size="last"), size="last") | |
## justify bottom-right corner | |
vp <- viewport(x=unit(1,"npc"), | |
y=0.5*sum(gt$heights), just=c("right","bottom")) | |
gtable_gTree(all, vp=vp, ...) | |
} | |
tableGrob.tabular <- function(d, rows=attr(d, "rowLabels"), cols=attr(d, "colLabels"), | |
...){ | |
m <- as.matrix(d, rowLabels = FALSE, colLabels = FALSE) | |
tableGrob_fun(m, rows, cols, ...) | |
} | |
grid.table <- function(...) | |
grid.draw(tableGrob(...)) | |
## tests | |
d <- head(iris) | |
d[2,2] <- "this is\nhigh" | |
d[3,4] <- "integral(alpha)" | |
rownames(d) <- c(1,2,3,4,5,"very\nhigh\nindeed") | |
## d <- matrix(letters[1:10],2) | |
## grid.newpage() | |
## g <- tableGrob(d,gp=gpar(cex=1)) | |
## grid.draw(g) | |
## ## ## layout on the page, with fixed row heights. | |
## ## ## Note how 'npc' are more useful than 'null' units here. | |
## grid.newpage() | |
## pushViewport(viewport(height=0.8,width=0.9)) | |
## g2 <- tableGrob(d,gp=gpar(cex=0.8), | |
## widths=unit(1,"null"), heights=unit(1/nrow(d),"npc")) | |
## grid.draw(g2) | |
## grid.rect(gp=gpar(lty=3)) | |
library(tables) | |
tabular( (Species + 1) ~ (n=1) + Format(digits=2)* | |
(Sepal.Length + Sepal.Width)*(mean + sd), data=iris ) -> a | |
## g <- gtable_header(attr(a, "rowLabels"), type="col") | |
## g2 <- gtable_header(attr(a, "colLabels"), type="row") | |
## grid.newpage() | |
## grid.draw(g) | |
## grid.newpage() | |
## grid.draw(g2) | |
g3 <- tableGrob(a, attr(a, "rowLabels"), attr(a, "colLabels")) | |
# This example shows some of the less common options | |
Sex <- factor(sample(c("Male", "Female"), 100, rep=TRUE)) | |
Status <- factor(sample(c("low", "medium", "high"), 100, rep=TRUE)) | |
z <- rnorm(100)+5 | |
fmt <- function(x) { | |
s <- format(x, digits=2) | |
even <- ((1:length(s)) %% 2) == 0 | |
s[even] <- sprintf("(%s)", s[even]) | |
s | |
} | |
b <- tabular( Justify(c)*Heading()*z*Sex*Heading(Statistic)*Format(fmt())*(mean+sd) ~ Status ) | |
g4 <- tableGrob(b) | |
gridExtra::grid.arrange(g3,g4) |
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