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| recode <- function(df, ..., match = c("first", "last")) { | |
| match <- match.arg(match) | |
| cases <- lapply(list(...), as.case) | |
| if (identical(match, "last")) cases <- rev(cases) | |
| n <- nrow(df) | |
| out <- rep(NA, length(n)) # logical will be upcast as needed | |
| # Simple loop-y implementation | |
| for (i in seq_len(n)) { | |
| row <- df[i, ] | |
| for (j in seq_along(cases)) { | |
| case <- cases[[j]] | |
| res <- eval(case$expr, row, case$env) | |
| if (isTRUE(res)) { | |
| val <- eval(case$val, row, case$env) | |
| out[[i]] <- val | |
| break | |
| } | |
| } | |
| } | |
| out | |
| } | |
| # Case data structure ---------------------------------------------------------- | |
| case <- function(expr, val, env) { | |
| structure(list(expr = expr, val = val, env = env), class = "case") | |
| } | |
| as.case <- function(x) UseMethod("as.case") | |
| as.case.case <- function(x) x | |
| as.case.formula <- function(x) { | |
| if (length(x) == 3) { | |
| case(x[[2]], x[[3]], environment(x)) | |
| } else if (length(x) == 2) { | |
| case(TRUE, x[[2]], environment(x)) | |
| } else { | |
| stop("Invalid formual") | |
| } | |
| } | |
| print.case <- function(x, ...) { | |
| cat("<case>\n") | |
| cat(" expr: ", deparse(x$expr), "\n", sep = "") | |
| cat(" val: ", x$val, "\n", sep = "") | |
| cat(" env: ", format(x$env), "\n", sep = "") | |
| } | |
| # Examples --------------------------------------------------------------------- | |
| recode(mtcars, | |
| mpg < 20 ~ "a", | |
| vs == 1 ~ "b" | |
| ) | |
| recode(mtcars, | |
| mpg < 20 ~ "a", | |
| vs == 1 ~ "b", | |
| ~ "c" | |
| ) | |
| recode(mtcars, | |
| mpg < 20 ~ mpg, | |
| ~ mpg + 100 | |
| ) | |
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