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Created October 8, 2014 02:58
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Serialize and unserialize R object into data frame
serList <- function(serlist){
## Function to serialize list of R objects and returns a dataframe.
## The argument is a list of R objects.
## The function returns a serialized list with two elements.
## The first element is count of the elements in the input list.
## The second element, called payload, containts the input list.
## If the serialization fails, the first element will have a value of 0,
## and the payload will be NA.
## Messages to use in case an error is encountered.
messages <- c("Input to function serList is not list of length greater than 0",
"Elements of the input list to function serList are NULL or of length less than 1",
"The serialization has failed in function serList")
## Check the input list for obvious problems
if(!is.list(serlist) | is.null(serlist) | length(serlist) < 1) {
warning(messages[2])
return(data.frame(as.integer(serialize(list(numElements = 0, payload = NA), connection = NULL))))}
## Find the number of objects in the input list.
nObj <- length(serlist)
## Serialize the output list and return a data frame.
## The serialization and assignment are wrapped in tryCatch
## in case anything goes wrong.
tryCatch(outframe <- data.frame(payload = as.integer(serialize(list(numElements = nObj, payload = serlist), connection=NULL))),
error = function(e){warning(messages[3])
outframe <- data.frame(payload = as.integer(serialize(list(numElements = 0, payload = NA), connection=NULL)))}
)
outframe
}
unserList <- function(inlist){
## Function unserializes a list of R objects
## which are stored in a column of a dataframe.
## The unserialized R objects are returned in a list.
## If the unserialize fails for any reason a value of
## NA is returned.
## Some messages to use in case of error.
messages <- c("The payload column is missing or not of the correct type",
"Unserialization has failed in function unserList",
"Function unserList has encountered an empty list")
## Check the input type.
if(!is.integer(inlist$payload) | dim(inlist)[1] < 2 | is.null(inlist$payload)){
warning(messages[1])
return(NA)
}
## Unserialized the list. The unserialize and assignment are
## wrapped in tryCatch in case something goes wrong.
tryCatch(outList <- unserialize(as.raw(inlist$payload)),
error = function(e){warning(messages[2]); return(NA)})
## Check if the list is empty, which indicates something went
## wrong with the serialization provess.
if(outList$numElements < 1 ) {warning(messages[3]); return(NA)}
outList$payload
}
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