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October 10, 2019 12:08
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Custom R functions for validating and coercing.
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# NOTE: Most of these are from my {vp2} project, which builds upon other past work. | |
.validate_path <- function(x, strict = TRUE, verbose = TRUE) { | |
# stopifnot(length(x) == 1, is.character(x)) | |
file_exists <- file.exists(x) | |
if(strict) { | |
stopifnot(file_exists) | |
return(invisible(TRUE)) | |
} else { | |
if(verbose) { | |
msg <- sprintf('The file %s does not exist.', x) | |
message(msg) | |
return(invisible(FALSE)) | |
} | |
} | |
invisible(TRUE) | |
} | |
.validate_paths <- function(x, ...) { | |
res <- x %>% purrr::map_lgl(~.validate_path(...)) | |
stopifnot(all(res == TRUE)) | |
res | |
} | |
.validate_col <- function(.data, col) { | |
stopifnot(is.character(col)) | |
stopifnot(length(col) == 1) | |
stopifnot(length(intersect(colnames(.data), col)) == 1) | |
} | |
.validate_cols <- function(.data, cols) { | |
stopifnot(is.character(cols)) | |
stopifnot(sum(cols %in% colnames(.data)) == length(cols)) | |
} | |
.validate_col_out <- function(.data, col) { | |
stopifnot(is.character(col)) | |
stopifnot(length(col) == 1) | |
stopifnot(length(intersect(colnames(.data), col)) == 0) | |
} | |
.validate_data <- function(x) { | |
stopifnot(is.data.frame(x)) | |
} | |
.coerce_data <- function(x) { | |
tibble::as_tibble(x) | |
} | |
.validate_coerce_data <- function(x) { | |
.validate_data(x) | |
.coerce_data(x) | |
} | |
.validate_chr <- function(x) { | |
stopifnot(is.character(x)) | |
stopifnot(length(x) == 1) | |
} | |
.validate_rgx <- .validate_chr | |
.validate_dir <- function(x) { | |
.validate_chr(x) | |
# stopifnot(dir.exists(dir)) | |
stopifnot(fs::dir_exists(dir)) | |
} | |
.coerce_col_type <- function(.data, col, f) { | |
# .validate_col(.data, col) | |
col_quo <- enquo(col) | |
.data %>% | |
mutate_at(vars(!!col_quo), list(f)) | |
} | |
.coerce_value_type <- function(.data, ...) { | |
.data %>% .coerce_col_type(col = value, ...) | |
} | |
coerce_col_numeric <- function(...) { | |
.coerce_col_type(..., f = as.numeric) | |
} | |
coerce_col_integer <- function(...) { | |
.coerce_col_type(..., f = as.integer) | |
} | |
coerce_value_numeric <- function(...) { | |
.coerce_value_type(..., f = as.numeric) | |
} | |
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