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library(rio)
rio implements format-specific S3 methods for each type of file that can be imported from or exported to. This happens via internal S3 generics, .import
and .export
. It is possible to write new methods like with any S3 generic (e.g., print
).
As an example, .import.rio_csv
imports from a comma-separated values file. If you want to produce a method for a new filetype with extension myfile
, you simply have to create a function called .import.rio_myfile
that implements a format-specific importing routine and returns a data.frame. rio will automatically recognize new S3 methods, so that you can then import your file using: import("file.myfile")
.
The way to develop export
method is same: .export.rio_csv
. The first two parameters of .export
are file
(file name) and x
(data frame to be exported).
As general guidance, if an import method creates many attributes, these attributes should be stored — to the extent possible — in variable-level attributes fields. These can be gathered to the data.frame level by the user via gather_attrs
.
The following example shows how the arff import and export methods are implemented internally.
function(file, which = 1, ...) {
.import.rio_arff <-::read.arff(file = file)
foreign
} function(file, x, ...) {
.export.rio_arff <-::write.arff(x = x, file = file, ...)
foreign }
This is the example from the ledger
package (MIT) by Dr Trevor L David .
register # nolint
.import.rio_ledger <- function(file, ..., toolchain = default_toolchain(file), date = NULL) {
register <-.assert_toolchain(toolchain)
switch(toolchain,
"ledger" = register_ledger(file, ..., date = date),
"hledger" = register_hledger(file, ..., date = date),
"beancount" = register_beancount(file, ..., date = date),
"bean-report_ledger" = {
.bean_report(file, "ledger")
file <-on.exit(unlink(file))
register_ledger(file, ..., date = date)
},"bean-report_hledger" = {
.bean_report(file, "hledger")
file <-on.exit(unlink(file))
register_hledger(file, ..., date = date)
}
) }
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.