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Type 'q()' to quit R. > library("matrixStats") > > rowCounts_R <- function(x, value = TRUE, na.rm = FALSE, ...) { + if (is.na(value)) { + counts <- apply(x, MARGIN = 1L, FUN = function(x) + sum(is.na(x)) + ) + } else { + counts <- apply(x, MARGIN = 1L, FUN = function(x) + sum(x == value, na.rm = na.rm) + ) + } + # Preserve names attribute + names <- names(counts) + counts <- as.integer(counts) + if (isTRUE(useNames) && !is.null(names)) names(counts) <- names + counts + } > > > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > # Data type: integer and numeric > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > for (mode in c("integer", "double")) { + x <- matrix(runif(10 * 5, min = -3, max = 3), nrow = 10L, ncol = 5L) + x[sample.int(length(x), size = 7L)] <- 0 + storage.mode(x) <- mode + + dimnames = list(letters[1:10], LETTERS[1:5]) + + # Test with and without dimnames on x + for (setDimnames in c(TRUE, FALSE)) { + if (setDimnames) dimnames(x) <- dimnames + else dimnames(x) <- NULL + for (na.rm in c(FALSE, TRUE)) { + # Check names attribute + for (useNames in c(if (!matrixStats:::isUseNamesNADefunct()) NA, TRUE, FALSE)) { + # Count zeros + r0 <- rowCounts_R(x, value = 0, na.rm = na.rm, useNames = useNames) + r1 <- rowCounts(x, value = 0, na.rm = na.rm, useNames = useNames) + r2 <- colCounts(t(x), value = 0, na.rm = na.rm, useNames = useNames) + stopifnot(identical(r1, r0)) + stopifnot(identical(r2, r0)) + + # Count NAs + r0 <- rowCounts_R(x, value = NA, na.rm = na.rm, useNames = useNames) + r1 <- rowCounts(x, value = NA, na.rm = na.rm, useNames = useNames) + r2 <- colCounts(t(x), value = NA, na.rm = na.rm, useNames = useNames) + stopifnot(identical(r1, r0)) + stopifnot(identical(r2, r0)) + + if (mode == "integer") { + ux <- unique(as.vector(x)) + r0 <- r1 <- r2 <- integer(nrow(x)) + for (value in ux) { + r0 <- r0 + rowCounts_R(x, value = value, na.rm = na.rm, useNames = useNames) + r1 <- r1 + rowCounts(x, value = value, na.rm = na.rm, useNames = useNames) + r2 <- r2 + colCounts(t(x), value = value, na.rm = na.rm, useNames = useNames) + stopifnot(identical(r1, r0)) + stopifnot(identical(r2, r0)) + } + stopifnot(all(r0 == ncol(x))) + } # if (mode == "integer") + } # for (useNames ...) + } # for (na.rm ...) + } # for (setDimnames ...) + } # for (mode ...) > > > # All NAs > na_list <- list(NA_integer_, NA_real_, NaN) > for (na_value in na_list) { + x <- matrix(na_value, nrow = 10L, ncol = 5L) + # Test with and without dimnames on x + for (setDimnames in c(TRUE, FALSE)) { + if (setDimnames) dimnames(x) <- dimnames + else dimnames(x) <- NULL + for (na.rm in c(FALSE, TRUE)) { + # Check names attribute + for (useNames in c(if (!matrixStats:::isUseNamesNADefunct()) NA, TRUE, FALSE)) { + r0 <- rowCounts_R(x, na.rm = na.rm, useNames = useNames) + r1 <- rowCounts(x, na.rm = na.rm, useNames = useNames) + r2 <- colCounts(t(x), na.rm = na.rm, useNames = useNames) + stopifnot(identical(r1, r0)) + stopifnot(identical(r2, r0)) + + # Count NAs + r0 <- rowCounts_R(x, value = NA, na.rm = na.rm, useNames = useNames) + r1 <- rowCounts(x, value = NA, na.rm = na.rm, useNames = useNames) + r2 <- colCounts(t(x), value = NA, na.rm = na.rm, useNames = useNames) + stopifnot(all(r0 == ncol(x))) + stopifnot(identical(r1, r0)) + stopifnot(identical(r2, r0)) + } + } + } + } # for (na_value ...) > > > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > # Data type: logical > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > x <- matrix(FALSE, nrow = 10L, ncol = 4L) > x[7:8, 2:3] <- TRUE > x[1:3, ] <- TRUE > x[, 1] <- TRUE > x[4, ] <- FALSE > x[, 4] <- FALSE > x[2, ] <- FALSE > x[3, ] <- TRUE > > # To check names attribute > dimnames <- list(letters[1:10], LETTERS[1:4]) > > # Test with and without dimnames on x > for (setDimnames in c(TRUE, FALSE)) { + if (setDimnames) dimnames(x) <- dimnames + else dimnames(x) <- NULL + # Row/column counts + for (na.rm in c(FALSE, TRUE)) { + # Check names attribute + for (useNames in c(if (!matrixStats:::isUseNamesNADefunct()) NA, TRUE, FALSE)) { + r0 <- rowCounts_R(x, na.rm = na.rm, useNames = useNames) + r1 <- rowCounts(x, na.rm = na.rm, useNames = useNames) + r2 <- colCounts(t(x), na.rm = na.rm, useNames = useNames) + stopifnot(identical(r1, r0)) + stopifnot(identical(r2, r0)) + + r_true <- rowCounts(x, value = TRUE, na.rm = na.rm, useNames = useNames) + r_false <- rowCounts(x, value = FALSE, na.rm = na.rm, useNames = useNames) + stopifnot(r_true + r_false == ncol(x)) + + c_true <- colCounts(x, value = TRUE, na.rm = na.rm, useNames = useNames) + c_false <- colCounts(x, value = FALSE, na.rm = na.rm, useNames = useNames) + stopifnot(c_true + c_false == nrow(x)) + + # Count NAs + r0 <- rowCounts_R(x, value = NA, na.rm = na.rm, useNames = useNames) + r1 <- rowCounts(x, value = NA, na.rm = na.rm, useNames = useNames) + r2 <- colCounts(t(x), value = NA, na.rm = na.rm, useNames = useNames) + stopifnot(identical(r1, r0)) + stopifnot(identical(r2, r0)) + } + } + } > > > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > # Data type: character (not sure if this should be supported) > # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > x <- matrix(rep(letters, length.out = 10 * 5), nrow = 10L, ncol = 5L) > x[2:3, 3:4] <- NA_character_ > > # Row/column counts > for (na.rm in c(FALSE, TRUE)) { + for (value in c("g", NA_character_)) { + r0 <- rowCounts_R(x, value = value, na.rm = na.rm) + r1 <- rowCounts(x, value = value, na.rm = na.rm) + r2 <- colCounts(t(x), value = value, na.rm = na.rm) + stopifnot(identical(r1, r0)) + stopifnot(identical(r2, r0)) + + c <- count(x[1, ], value = value, na.rm = na.rm) + stopifnot(identical(c, r1[1])) + + c <- count(x[2, ], value = value, na.rm = na.rm) + stopifnot(identical(c, r1[2])) + } + } > > # NA row > x <- matrix(0, nrow = 2L, ncol = 2L) > x[1, ] <- NA_integer_ > > dimnames <- list(letters[1:2], LETTERS[1:2]) > > # Test with and without dimnames on x > for (setDimnames in c(TRUE, FALSE)) { + if (setDimnames) dimnames(x) <- dimnames + else dimnames(x) <- NULL + # Check names attribute + for (useNames in c(if (!matrixStats:::isUseNamesNADefunct()) NA, TRUE, FALSE)) { + r0 <- rowCounts(x, value = 0, useNames = useNames) + r1 <- rowCounts_R(x, value = 0, useNames = useNames) + stopifnot(identical(r0, r1)) + } + } > > proc.time() user system elapsed 0.23 0.06 0.28