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function.rbind_different_column_numbers <- function(list, include_columns) {
x = list
if (missing(include_columns)) {
include_columns <- "Yes"
}
if (length(x) < 2) {
output <- x[[1]]
} else {
# Default for combining multiple data frames has to have the same column numbers and the column names have to be the same
# This can be problematic when multiple data frames have to added to the same data frame row-wise
# This function overcomes this problem by changing the column names to default, creating a header from the name of the list (if available) and adding column names from each data frame as a new row
if (is.null(names(x))) {
headers <- rep("", length(x))
} else {
headers <- names(x)
}
# get the maximum columns across different data frames
column_numbers <- sapply(1:length(x),function(z) {ncol(x[[z]])})
max_columns <- max(column_numbers)
z <- list()
output_each_data_frame <- list()
# Process the files in such a way that is easy to convert to html format later
for (i in 1:length(x)) {
z[[3]] <- data.frame(x[[i]], check.names = FALSE)
if (column_numbers[i] < max_columns) {
z[[3]][,(column_numbers[i]+1):max_columns] <- NA
colnames(z[[3]])[(column_numbers[i]+1):max_columns] <- ""
}
if (headers[i] != "") {
z[[1]] < -data.frame(matrix(NA, nrow = 1, ncol = max_columns), row.names = paste0("Header_",i))
z[[1]][1,1] <- headers[i]
colnames(z[[1]]) <- paste0("V",1:max_columns)
}
if (include_columns == "Yes") {
z[[2]] <- data.frame(matrix(NA, nrow = 1, ncol = max_columns), row.names = paste0("Column_names_",i))
z[[2]][1,] <- colnames(z[[3]])
colnames(z[[2]]) <- paste0("V",1:max_columns)
}
colnames(z[[3]]) <- paste0("V",1:max_columns)
output_each_data_frame[[i]] <- do.call(rbind.data.frame,z)
}
output <- do.call(rbind.data.frame, output_each_data_frame)
}
return(output)
}
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