# File src/library/graphics/R/coplot.R # Part of the R package, http://www.R-project.org # # Copyright (C) 1995-2013 The R Core Team # # This program is free software; you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation; either version 2 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # A copy of the GNU General Public License is available at # http://www.r-project.org/Licenses/ co.intervals <- function (x, number = 6, overlap = 0.5) { x <- sort(x[!is.na(x)]) n <- length(x) ## "from the record" r <- n/(number * (1 - overlap) + overlap) ii <- 0:(number - 1) * (1 - overlap) * r x1 <- x[round(1 + ii)] xr <- x[round(r + ii)] ## Omit any range of values identical with the previous range; ## happens e.g. when `number' is less than the number of distinct x values. keep <- c(TRUE, diff(x1) > 0 | diff(xr) > 0) ## Set eps > 0 to ensure that the endpoints of a range are never ## identical, allowing display of a given.values bar j.gt.0 <- 0 < (jump <- diff(x)) eps <- 0.5 * if(any(j.gt.0)) min(jump[j.gt.0]) else 0 cbind(x1[keep] - eps, xr[keep] + eps) } panel.smooth <- function(x, y, col = par("col"), bg = NA, pch = par("pch"), cex = 1, col.smooth = "red", span = 2/3, iter = 3, ...) { points(x, y, pch=pch, col=col, bg=bg, cex=cex) ok <- is.finite(x) & is.finite(y) if (any(ok)) lines(stats::lowess(x[ok], y[ok], f=span, iter=iter), col = col.smooth, ...) } coplot <- function(formula, data, given.values, panel=points, rows, columns, show.given = TRUE, col = par("fg"), pch=par("pch"), bar.bg = c(num = gray(0.8), fac = gray(0.95)), xlab = c(x.name, paste("Given :", a.name)), ylab = c(y.name, paste("Given :", b.name)), subscripts = FALSE, axlabels = function(f) abbreviate(levels(f)), number = 6, overlap = 0.5, xlim, ylim, ...) { deparen <- function(expr) { while (is.language(expr) && !is.name(expr) && deparse(expr[[1L]])[1L] == "(") expr <- expr[[2L]] expr } bad.formula <- function() stop("invalid conditioning formula") bad.lengths <- function() stop("incompatible variable lengths") getOp <- function(call) deparse(call[[1L]], backtick=FALSE)[[1L]] ## parse and check the formula formula <- deparen(formula) if (!inherits(formula, "formula")) bad.formula() y <- deparen(formula[[2L]]) rhs <- deparen(formula[[3L]]) if (getOp(rhs) != "|") bad.formula() x <- deparen(rhs[[2L]]) rhs <- deparen(rhs[[3L]]) if (is.language(rhs) && !is.name(rhs) && getOp(rhs) %in% c("*", "+")) { have.b <- TRUE a <- deparen(rhs[[2L]]) b <- deparen(rhs[[3L]]) } else { have.b <- FALSE a <- rhs } ## evaluate the formulae components to get the data values if (missing(data)) data <- parent.frame() x.name <- deparse(x) x <- eval(x, data, parent.frame()) nobs <- length(x) y.name <- deparse(y) y <- eval(y, data, parent.frame()) if(length(y) != nobs) bad.lengths() a.name <- deparse(a) a <- eval(a, data, parent.frame()) if(length(a) != nobs) bad.lengths() if(is.character(a)) a <- as.factor(a) a.is.fac <- is.factor(a) if (have.b) { b.name <- deparse(b) b <- eval(b, data, parent.frame()) if(length(b) != nobs) bad.lengths() if(is.character(b)) b <- as.factor(b) b.is.fac <- is.factor(b) missingrows <- which(is.na(x) | is.na(y) | is.na(a) | is.na(b)) } else { missingrows <- which(is.na(x) | is.na(y) | is.na(a)) b <- NULL b.name <- "" # for default ylab } ## generate the given value intervals number <- as.integer(number) if(length(number) == 0L || any(number < 1)) stop("'number' must be integer >= 1") if(any(overlap >= 1)) stop("'overlap' must be < 1 (and typically >= 0).") bad.givens <- function() stop("invalid 'given.values'") if(missing(given.values)) { a.intervals <- if(a.is.fac) { i <- seq_along(a.levels <- levels(a)) a <- as.numeric(a) cbind(i - 0.5, i + 0.5) } else co.intervals(unclass(a), number=number[1L], overlap=overlap[1L]) b.intervals <- if (have.b) { if(b.is.fac) { i <- seq_along(b.levels <- levels(b)) b <- as.numeric(b) cbind(i - 0.5, i + 0.5) } else { if(length(number) == 1L) number <- rep.int(number,2) if(length(overlap) == 1L) overlap <- rep.int(overlap,2) co.intervals(unclass(b), number=number[2L], overlap=overlap[2L]) } } } else { if(!is.list(given.values)) given.values <- list(given.values) if(length(given.values) != (if(have.b) 2L else 1L)) bad.givens() a.intervals <- given.values[[1L]] if(a.is.fac) { a.levels <- levels(a) if (is.character(a.intervals)) a.intervals <- match(a.intervals, a.levels) a.intervals <- cbind(a.intervals - 0.5, a.intervals + 0.5) a <- as.numeric(a) } else if(is.numeric(a)) { if(!is.numeric(a.intervals)) bad.givens() if(!is.matrix(a.intervals) || ncol(a.intervals) != 2) a.intervals <- cbind(a.intervals - 0.5, a.intervals + 0.5) } if(have.b) { b.intervals <- given.values[[2L]] if(b.is.fac) { b.levels <- levels(b) if (is.character(b.intervals)) b.intervals <- match(b.intervals, b.levels) b.intervals <- cbind(b.intervals - 0.5, b.intervals + 0.5) b <- as.numeric(b) } else if(is.numeric(b)) { if(!is.numeric(b.intervals)) bad.givens() if(!is.matrix(b.intervals) || ncol(b.intervals) != 2) b.intervals <- cbind(b.intervals - 0.5, b.intervals + 0.5) } } } if(anyNA(a.intervals) || (have.b && anyNA(b.intervals))) bad.givens() ## compute the page layout if (have.b) { rows <- nrow(b.intervals) columns <- nrow(a.intervals) nplots <- rows * columns if(length(show.given) < 2L) show.given <- rep.int(show.given, 2L) } else { nplots <- nrow(a.intervals) if (missing(rows)) { if (missing(columns)) { ## default rows <- ceiling(round(sqrt(nplots))) columns <- ceiling(nplots/rows) } else rows <- ceiling(nplots/columns) } else if (missing(columns)) columns <- ceiling(nplots/rows) if (rows * columns < nplots) stop("rows * columns too small") } total.columns <- columns total.rows <- rows f.col <- f.row <- 1 if(show.given[1L]) { total.rows <- rows + 1 f.row <- rows/total.rows } if(have.b && show.given[2L]) { total.columns <- columns + 1 f.col <- columns/total.columns } mar <- if(have.b) rep.int(0, 4) else c(0.5, 0, 0.5, 0) oma <- c(5, 6, 5, 4) if(have.b) { oma[2L] <- 5 ; if(!b.is.fac) oma[4L] <- 5 } if(a.is.fac && show.given[1L]) oma[3L] <- oma[3L] - 1 ## Start Plotting only now opar <- par(mfrow = c(total.rows, total.columns), oma = oma, mar = mar, xaxs = "r", yaxs = "r") on.exit(par(opar)) dev.hold(); on.exit(dev.flush(), add = TRUE) plot.new() ## as.numeric() allowing factors for x & y: if(missing(xlim)) xlim <- range(as.numeric(x), finite = TRUE) if(missing(ylim)) ylim <- range(as.numeric(y), finite = TRUE) pch <- rep_len(pch, nobs) col <- rep_len(col, nobs) do.panel <- function(index, subscripts = FALSE, id) { ## Use `global' variables ## rows, columns, total.rows, total.columns, nplots, xlim, ylim Paxis <- function(side, x) { if(nlevels(x)) { lab <- axlabels(x) axis(side, labels = lab, at = seq(lab), xpd = NA) } else Axis(x, side=side, xpd = NA) } istart <- (total.rows - rows) + 1 i <- total.rows - ((index - 1)%/%columns) j <- (index - 1)%%columns + 1 par(mfg = c(i, j, total.rows, total.columns)) plot.new() plot.window(xlim, ylim) if(anyNA(id)) id[is.na(id)] <- FALSE if(any(id)) { grid(lty="solid") if(subscripts) panel(x[id], y[id], subscripts = id, col = col[id], pch=pch[id], ...) else panel(x[id], y[id], col = col[id], pch=pch[id], ...) } if((i == total.rows) && (j%%2 == 0)) Paxis(1, x) else if((i == istart || index + columns > nplots) && (j%%2 == 1)) Paxis(3, x) if((j == 1) && ((total.rows - i)%%2 == 0)) Paxis(2, y) else if((j == columns || index == nplots) && ((total.rows - i)%%2 == 1)) Paxis(4, y) box() }## END function do.panel() if(have.b) { count <- 1 for(i in 1L:rows) { for(j in 1L:columns) { id <- ((a.intervals[j,1] <= a) & (a <= a.intervals[j,2]) & (b.intervals[i,1] <= b) & (b <= b.intervals[i,2])) do.panel(count, subscripts, id) count <- count + 1 } } } else { for (i in 1L:nplots) { id <- ((a.intervals[i,1] <= a) & (a <= a.intervals[i,2])) do.panel(i, subscripts, id) } } mtext(xlab[1L], side = 1, at = 0.5*f.col, outer = TRUE, line = 3.5, xpd = NA, font = par("font.lab"), cex = par("cex.lab")) mtext(ylab[1L], side = 2, at = 0.5*f.row, outer = TRUE, line = 3.5, xpd = NA, font = par("font.lab"), cex = par("cex.lab")) if(length(xlab) == 1L) xlab <- c(xlab, paste("Given :", a.name)) ##mar <- par("mar") if(show.given[1L]) { par(fig = c(0, f.col, f.row, 1), mar = mar + c(3+ !a.is.fac, 0, 0, 0), new=TRUE) plot.new() nint <- nrow(a.intervals) a.range <- range(a.intervals, finite=TRUE) ## 3% correction because axs = "r" extends by 4% : plot.window(a.range + c(.03,-.03)*diff(a.range), 0.5 + c(0, nint)) rect(a.intervals[, 1], 1L:nint - 0.3, a.intervals[, 2], 1L:nint + 0.3, col = bar.bg[if(a.is.fac) "fac" else "num"]) if(a.is.fac) { text(apply(a.intervals, 1L, mean), 1L:nint, a.levels) } else { Axis(a, side = 3, xpd=NA) axis(1, labels=FALSE) } box() mtext(xlab[2L], 3, line = 3 - a.is.fac, at=mean(par("usr")[1L:2]), xpd=NA, font = par("font.lab"), cex = par("cex.lab")) } else { ## i. e. !show.given mtext(xlab[2L], 3, line = 3.25, outer = TRUE, at = 0.5*f.col, xpd = NA, font = par("font.lab"), cex = par("cex.lab")) } if(have.b) { if(length(ylab) == 1L) ylab <- c(ylab, paste("Given :", b.name)) if(show.given[2L]) { par(fig = c(f.col, 1, 0, f.row), mar = mar + c(0, 3+ !b.is.fac, 0, 0), new=TRUE) plot.new() nint <- nrow(b.intervals) b.range <- range(b.intervals, finite=TRUE) ## 3% correction (see above) plot.window(0.5 + c(0, nint), b.range+ c(.03,-.03)*diff(b.range)) rect(1L:nint - 0.3, b.intervals[, 1], 1L:nint + 0.3, b.intervals[, 2], col = bar.bg[if(b.is.fac)"fac" else "num"]) if(b.is.fac) { text(1L:nint, apply(b.intervals, 1L, mean), b.levels, srt = 90) } else { Axis(b, side=4, xpd=NA) axis(2, labels=FALSE) } box() mtext(ylab[2L], 4, line = 3 - b.is.fac, at = mean(par("usr")[3:4]), xpd = NA, font = par("font.lab"), cex = par("cex.lab")) } else { mtext(ylab[2L], 4, line = 3.25, at=0.5*f.row, outer = TRUE, xpd = NA, font = par("font.lab"), cex = par("cex.lab")) } } if (length(missingrows)) { cat("\n", gettextf("Missing rows: %s", paste0(missingrows, collapse = ", ")), "\n") invisible(missingrows) } else invisible() }