updated to handle form names as variable name pre or suffix. prepared for shiny app extension

This commit is contained in:
Andreas Gammelgaard Damsbo 2024-04-12 12:19:56 +02:00
parent 6343d68cb5
commit 9a167e6110
No known key found for this signature in database
2 changed files with 56 additions and 15 deletions

View File

@ -2,7 +2,8 @@ utils::globalVariables(c(
"stats::setNames", "stats::setNames",
"field_name", "field_name",
"field_type", "field_type",
"select_choices_or_calculations" "select_choices_or_calculations",
"field_label"
)) ))
#' Try at determining which are true time only variables #' Try at determining which are true time only variables
#' #'
@ -114,6 +115,11 @@ hms2character <- function(data) {
#' @param add.auto.id flag to add id column #' @param add.auto.id flag to add id column
#' @param form.name manually specify form name(s). Vector of length 1 or #' @param form.name manually specify form name(s). Vector of length 1 or
#' ncol(data). Default is NULL and "data" is used. #' ncol(data). Default is NULL and "data" is used.
#' @param form.sep If supplied dataset has form names as suffix or prefix to the
#' column/variable names, the seperator can be specified. If supplied, the
#' form.sep is ignored. Default is NULL.
#' @param form.prefix Flag to set if form is prefix (TRUE) or suffix (FALSE) to
#' the column names. Assumes all columns have pre- or suffix if specified.
#' @param field.type manually specify field type(s). Vector of length 1 or #' @param field.type manually specify field type(s). Vector of length 1 or
#' ncol(data). Default is NULL and "text" is used for everything but factors, #' ncol(data). Default is NULL and "text" is used for everything but factors,
#' which wil get "radio". #' which wil get "radio".
@ -139,27 +145,35 @@ hms2character <- function(data) {
#' @export #' @export
#' #'
#' @examples #' @examples
#' data <- redcapcast_data #' data <- REDCapCAST::redcapcast_data
#' data |> ds2dd_detailed(validate.time = TRUE) #' data |> ds2dd_detailed(validate.time = TRUE)
#' data |> ds2dd_detailed() #' data |> ds2dd_detailed()
#' iris |> ds2dd_detailed(add.auto.id = TRUE) #' iris |> ds2dd_detailed(add.auto.id = TRUE)
#' mtcars |> ds2dd_detailed(add.auto.id = TRUE) #' mtcars |> ds2dd_detailed(add.auto.id = TRUE)
#' data <- iris |>
#' ds2dd_detailed(add.auto.id = TRUE) |>
#' purrr::pluck("data")
#' names(data) <- glue::glue("{sample(x = c('a','b'),size = length(names(data)),
#' replace=TRUE,prob = rep(x=.5,2))}__{names(data)}")
#' data |> ds2dd_detailed(form.sep="__")
ds2dd_detailed <- function(data, ds2dd_detailed <- function(data,
add.auto.id = FALSE, add.auto.id = FALSE,
date.format = "dmy", date.format = "dmy",
form.name = NULL, form.name = NULL,
form.sep = NULL,
form.prefix = TRUE,
field.type = NULL, field.type = NULL,
field.label = NULL, field.label = NULL,
field.label.attr = "label", field.label.attr = "label",
field.validation = NULL, field.validation = NULL,
metadata = metadata_names, metadata = names(REDCapCAST::redcapcast_meta),
validate.time = FALSE, validate.time = FALSE,
time.var.sel.pos = "[Tt]i[d(me)]", time.var.sel.pos = "[Tt]i[d(me)]",
time.var.sel.neg = "[Dd]at[eo]") { time.var.sel.neg = "[Dd]at[eo]") {
## Handles the odd case of no id column present ## Handles the odd case of no id column present
if (add.auto.id) { if (add.auto.id) {
data <- dplyr::tibble( data <- dplyr::tibble(
default_trial_id = seq_len(nrow(data)), record_id = seq_len(nrow(data)),
data data
) )
message("A default id column has been added") message("A default id column has been added")
@ -212,10 +226,24 @@ ds2dd_detailed <- function(data,
stats::setNames(metadata) |> stats::setNames(metadata) |>
dplyr::tibble() dplyr::tibble()
dd$field_name <- gsub(" ", "_", tolower(colnames(data))) ## form_name and field_name
## form_name if (!is.null(form.sep)) {
if (is.null(form.name)) { if (form.sep!=""){
suppressMessages(nms <- strsplit(names(data), split = form.sep) |>
dplyr::bind_cols())
## Assumes form.sep only occurs once and form.prefix defines if form is prefix or suffix
dd$form_name <- clean_redcap_name(dplyr::slice(nms,ifelse(form.prefix, 1, 2)))
## The other split part is used as field names
dd$field_name <- dplyr::slice(nms,ifelse(!form.prefix, 1, 2)) |> as.character()
} else {
dd$form_name <- "data"
dd$field_name <- gsub(" ", "_", tolower(colnames(data)))
}
} else if (is.null(form.sep)) {
## if no form name prefix, the colnames are used as field_names
dd$field_name <- gsub(" ", "_", tolower(colnames(data)))
} else if (is.null(form.name)) {
dd$form_name <- "data" dd$form_name <- "data"
} else { } else {
if (length(form.name) == 1 || length(form.name) == nrow(dd)) { if (length(form.name) == 1 || length(form.name) == nrow(dd)) {
@ -229,7 +257,7 @@ ds2dd_detailed <- function(data,
if (is.null(field.label)) { if (is.null(field.label)) {
if (data.source == "dta") { if (data.source == "dta") {
label <- data |> dd$field_label <- data |>
lapply(function(x) { lapply(function(x) {
if (haven::is.labelled(x)) { if (haven::is.labelled(x)) {
attributes(x)[[field.label.attr]] attributes(x)[[field.label.attr]]
@ -238,13 +266,11 @@ ds2dd_detailed <- function(data,
} }
}) |> }) |>
(\(x)do.call(c, x))() (\(x)do.call(c, x))()
} else {
label <- data |> colnames()
} }
dd <- dd <-
dd |> dplyr::mutate(field_label = dplyr::if_else(is.na(label), dd |> dplyr::mutate(field_label = dplyr::if_else(is.na(field_label),
field_name, label field_name, field_label
)) ))
} else { } else {
if (length(field.label) == 1 || length(field.label) == nrow(dd)) { if (length(field.label) == 1 || length(field.label) == nrow(dd)) {
@ -349,7 +375,7 @@ ds2dd_detailed <- function(data,
sel.neg = time.var.sel.neg sel.neg = time.var.sel.neg
) |> ) |>
hms2character() |> hms2character() |>
(\(x)stats::setNames(x, tolower(names(x))))(), stats::setNames(dd$field_name),
meta = dd meta = dd
) )
} }

View File

@ -9,11 +9,13 @@ ds2dd_detailed(
add.auto.id = FALSE, add.auto.id = FALSE,
date.format = "dmy", date.format = "dmy",
form.name = NULL, form.name = NULL,
form.sep = NULL,
form.prefix = TRUE,
field.type = NULL, field.type = NULL,
field.label = NULL, field.label = NULL,
field.label.attr = "label", field.label.attr = "label",
field.validation = NULL, field.validation = NULL,
metadata = metadata_names, metadata = names(REDCapCAST::redcapcast_meta),
validate.time = FALSE, validate.time = FALSE,
time.var.sel.pos = "[Tt]i[d(me)]", time.var.sel.pos = "[Tt]i[d(me)]",
time.var.sel.neg = "[Dd]at[eo]" time.var.sel.neg = "[Dd]at[eo]"
@ -30,6 +32,13 @@ dmy.}
\item{form.name}{manually specify form name(s). Vector of length 1 or \item{form.name}{manually specify form name(s). Vector of length 1 or
ncol(data). Default is NULL and "data" is used.} ncol(data). Default is NULL and "data" is used.}
\item{form.sep}{If supplied dataset has form names as suffix or prefix to the
column/variable names, the seperator can be specified. If supplied, the
form.sep is ignored. Default is NULL.}
\item{form.prefix}{Flag to set if form is prefix (TRUE) or suffix (FALSE) to
the column names. Assumes all columns have pre- or suffix if specified.}
\item{field.type}{manually specify field type(s). Vector of length 1 or \item{field.type}{manually specify field type(s). Vector of length 1 or
ncol(data). Default is NULL and "text" is used for everything but factors, ncol(data). Default is NULL and "text" is used for everything but factors,
which wil get "radio".} which wil get "radio".}
@ -74,9 +83,15 @@ Ensure, that the data set is formatted with as much information as possible.
`field.type` can be supplied `field.type` can be supplied
} }
\examples{ \examples{
data <- redcapcast_data data <- REDCapCAST::redcapcast_data
data |> ds2dd_detailed(validate.time = TRUE) data |> ds2dd_detailed(validate.time = TRUE)
data |> ds2dd_detailed() data |> ds2dd_detailed()
iris |> ds2dd_detailed(add.auto.id = TRUE) iris |> ds2dd_detailed(add.auto.id = TRUE)
mtcars |> ds2dd_detailed(add.auto.id = TRUE) mtcars |> ds2dd_detailed(add.auto.id = TRUE)
data <- iris |>
ds2dd_detailed(add.auto.id = TRUE) |>
purrr::pluck("data")
names(data) <- glue::glue("{sample(x = c('a','b'),size = length(names(data)),
replace=TRUE,prob = rep(x=.5,2))}__{names(data)}")
data |> ds2dd_detailed(form.sep="__")
} }