R Under development (unstable) (2023-11-06 r85483 ucrt) -- "Unsuffered Consequences" Copyright (C) 2023 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library("matrixStats") > library("stats") > > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > # Local functions > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > binCounts_hist <- function(x, bx, right = FALSE, ...) { + n0 <- graphics::hist(x, breaks = bx, right = right, + include.lowest = TRUE, plot = FALSE)$counts + } > > > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > # Non-sorted and sorted positions > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > nx <- 1000L # Number of data points > nb <- 200L # Number of bins > > # Uniformely distributed bins > bx <- seq(from = 0, to = 1, length.out = nb + 1L) > bx <- c(-1, bx, 2) > > # Sample data points > set.seed(0xBEEF) > x <- runif(nx, min = 0, max = 1) > > for (kk in 1:2) { + n0 <- binCounts_hist(x, bx = bx) + n1 <- binCounts(x, bx = bx) + # Sanity check + stopifnot(identical(n1, n0)) + + # Check reversed + n1r <- rev(binCounts(-x, bx = rev(-bx), right = TRUE)) + stopifnot(identical(n1r, n1)) + + # Retry with a sorted vector + x <- sort(x) + } # for (kk in 1:2) > > > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > # Missing values > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > x <- 1:40 > x[20] <- NA_integer_ > nx <- length(x) > > # Bins > bx <- c(0.5, 50.5, 100.5, 150.5, 200.5) > > y_smooth0 <- binCounts_hist(x, bx = bx) > y_smooth <- binCounts(x, bx = bx) > # Sanity check > stopifnot(all.equal(y_smooth, y_smooth0)) > > > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > # Border cases > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > x <- 1:10 > bx <- min(x) - c(10, 1) > y_smooth <- binCounts(x, bx = bx) > stopifnot(all.equal(y_smooth, 0L)) > bx <- range(x) > y_smooth <- binCounts(x, bx = bx) > stopifnot(all.equal(y_smooth, length(x) - 1L)) > bx <- max(x) + c(1, 10) > y_smooth <- binCounts(x, bx = bx) > stopifnot(all.equal(y_smooth, 0L)) > > # Every second empty > x <- 1:10 > bx <- rep(x, each = 2L) > y_smooth <- binCounts(x, bx = bx) > stopifnot(all.equal(y_smooth, rep(c(0L, 1L), length.out = length(bx) - 1L))) > ## NOTE: binCounts_hist() does not give the same last bin count > > > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > # Exception handling > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > # Zero bin bounderies (invalid bin definition) > bx <- double(0L) > res <- try(y_smooth <- binCounts(1:10, bx = bx), silent = TRUE) > stopifnot(inherits(res, "try-error")) > > # One bin boundery (invalid bin definition) > bx <- double(1L) > res <- try(y_smooth <- binCounts(1:10, bx = bx), silent = TRUE) > stopifnot(inherits(res, "try-error")) > > proc.time() user system elapsed 0.12 0.07 0.18