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| Original file line number | Diff line number | Diff line change |
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| # WARNING - Generated by {fusen} from dev/utilities.Rmd: do not edit by hand | ||
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| #' fct_var_dummy | ||
| #' | ||
| #' Append to an existing dataframe new Generate the variable based on 1. type, 2. constraint and 3.relevance | ||
| #' | ||
| #' @param frame dataframe object where new dummy varaible will be created... | ||
| #' @param name name of the variable to be created | ||
| #' @param type type of the variable to be created in line with xlsform - | ||
| #' one of the following 6 options: | ||
| #' "select_one", "select_multiple", "text", "integer", "numeric", "date" | ||
| #' | ||
| #' "start ", "end", "calculate", "geopoint","acknowledge", | ||
| #' "begin_group", "end_group", "begin_repeat", "end_repeat" , "note" | ||
| #' | ||
| #' @param list_opt a vector with all possible values for select_one and select_multiple | ||
| #' - can be null | ||
| #' @param constraint specific constraint - used for for numeric or integer | ||
| ## @param seed random seed | ||
| #' | ||
| #' @return dataframe | ||
| #' | ||
| #' @importFrom withr with_seed | ||
| #' @importFrom dplyr mutate n tibble rename | ||
| #' @importFrom stats rlnorm | ||
| #' @importFrom tidyr unnest | ||
| #' | ||
| #' @noRd | ||
| #' | ||
| #' @export | ||
| #' @examples | ||
| #' | ||
| #' ## let's initiate a dataframe with an index of n r records | ||
| #' n <- 384 | ||
| #' frame <- dplyr::tibble( | ||
| #' index = paste0( "ID-", | ||
| #' purrr::as_vector( | ||
| #' purrr::map(n, sample(LETTERS, 4)) |> | ||
| #' purrr::map(paste0, collapse = "")), | ||
| #' "-", | ||
| #' formatC(1:n, width = nchar(n) + 1, flag = "0") | ||
| #' )) | ||
| #' | ||
| #' ## test inject select_one | ||
| #' frame <- fct_var_dummy( | ||
| #' frame = frame, | ||
| #' name = "testselect_one", | ||
| #' type = "select_one", | ||
| #' list_opt = c("alpha", "beta", "delta"), | ||
| #' constraint = NULL | ||
| #' ) | ||
| #' ## test inject select_multiple in main | ||
| #' frame <- fct_var_dummy( | ||
| #' frame = frame, | ||
| #' name = "testselect_multiple", | ||
| #' type = "select_multiple", | ||
| #' list_opt = c("alpha", "beta", "delta"), | ||
| #' constraint = NULL | ||
| #' ) | ||
| #' | ||
| #' ## test inject text | ||
| #' frame <- fct_var_dummy( | ||
| #' frame = frame, | ||
| #' name = "testtext", | ||
| #' type = "text", | ||
| #' list_opt = NULL, | ||
| #' constraint = NULL | ||
| #' ) | ||
| #' | ||
| #' | ||
| #' ## test inject numeric | ||
| #' frame <- fct_var_dummy( | ||
| #' frame = frame, | ||
| #' name = "testnumeric", | ||
| #' type = "numeric", | ||
| #' list_opt = NULL, | ||
| #' constraint = NULL | ||
| #' ) | ||
| #' | ||
| #' ## test inject date | ||
| #' frame <- fct_var_dummy( | ||
| #' frame = frame, | ||
| #' name = "testdate", | ||
| #' type = "date", | ||
| #' list_opt = NULL, | ||
| #' constraint = NULL | ||
| #' ) | ||
| #' | ||
| #' ## Preview out out | ||
| #' knitr::kable(head(frame, 5)) | ||
| fct_var_dummy <- function( frame, | ||
| name, | ||
| type, | ||
| list_opt, | ||
| constraint #, | ||
| # seed = 1976 | ||
| ) { | ||
| ## number of records to be generated depends on the initial frame.. | ||
| n <- nrow(frame) | ||
| #withr::with_seed(seed = seed) | ||
| # withr::with_seed( | ||
| # seed = seed, | ||
| # suppressWarnings( | ||
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| # no content ########### | ||
| if( type %in% c("begin_group", "end_group", "begin_repeat", "end_repeat" , "note" )) { | ||
| res <- dplyr::tibble( | ||
| thisvar = NA) | ||
| names(res)[1] <- name | ||
| frame <- cbind(frame,res) | ||
| } | ||
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| ## acknowledge ########### | ||
| if( type %in% c("acknowledge")) { | ||
| res <- dplyr::tibble( | ||
| thisvar = sample(c(0,1), n, replace = TRUE)) | ||
| names(res)[1] <- name | ||
| frame <- cbind(frame,res) | ||
| } | ||
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| ## select one ########### | ||
| if( type %in% c("select_one") ) { | ||
| res <- dplyr::tibble( thisvar = sample(c(list_opt), n, replace = TRUE) ) | ||
| ## Now rename the variable | ||
| names(res)[1] <- name | ||
| frame <- cbind(frame,res) | ||
| } | ||
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| ## select multiple ########### | ||
| if( type %in% c("select_multiple")) { | ||
| for (modality in list_opt) { | ||
| res <- dplyr::tibble( | ||
| thisvar = sample(c(0,1), n, replace = TRUE)) | ||
| names(res)[1] <- paste0(name, "_",modality ) | ||
| frame <- cbind(frame,res) | ||
| } | ||
| } | ||
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| ## stext ########### | ||
| if( type %in% c("text")) { | ||
| res <- dplyr::tibble( | ||
| thisvar = paste0( "FreeText_", | ||
| purrr::as_vector( | ||
| purrr::map(n, sample(LETTERS, 6)) |> | ||
| purrr::map(paste0, collapse = "")), | ||
| "-", | ||
| formatC(1:n, width = nchar(n) + 1, flag = "0") | ||
| )) | ||
| ## Now rename the variable | ||
| names(res)[1] <- name | ||
| frame <- cbind(frame,res) | ||
| } | ||
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| ## numeric ########### | ||
| if( type %in% c("numeric", "integer", "calculate", "geopoint")) { | ||
| ## TODO extract elements from constraint to define num1 an num2 | ||
| num1 <- 18 | ||
| num2 <- 95 | ||
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| res <- dplyr::tibble( | ||
| thisvar = sample(num1:num2, n, replace = TRUE)) | ||
| ## Now rename the variable | ||
| names(res)[1] <- name | ||
| frame <- cbind(frame,res) | ||
| } | ||
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| ## date ########### | ||
| if( type %in% c("date", "start ", "end")) { | ||
| res <- dplyr::tibble( | ||
| thisvar = Sys.time() - abs(rnorm(n, 0, sd = 2) * 365 * 24 * 3600)) | ||
| ## Now rename the variable | ||
| names(res)[1] <- name | ||
| frame <- cbind(frame,res) | ||
| } | ||
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| # ) | ||
| # ) | ||
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| return(frame) | ||
| } |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,28 @@ | ||
| # WARNING - Generated by {fusen} from dev/utilities.Rmd: do not edit by hand | ||
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| #' fct_var_mapping | ||
| #' | ||
| #' Create a diff to identify the mapping between expected variables / modalities and | ||
| #' what is has been configured in a specific xlsform | ||
| #' | ||
| #' @param xlsformpath path to the xlsform | ||
| #' @param mappingfile_out path to file to out the mapping | ||
| #' | ||
| #' @return a list with the best mapping... | ||
| #' | ||
| #' @export | ||
| #' @examples | ||
| #' | ||
| #' form <- system.file("RMSCAPI.xlsx", package = "IndicatorCalc") | ||
| #' #fct_var_mapping(xlsformpath = form) | ||
| fct_var_mapping <- function(xlsformpath){ | ||
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| IndicMap <- readxl::read_excel( system.file("IndicMap.xlsx", package = "IndicatorCalc")) | ||
| dico <- kobocruncher::kobo_dico(xlsformpath) | ||
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| ## Map variable | ||
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| ## Map modalities | ||
|
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| } |
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