make concurrent RCurl GET requests for set of URLs - r

Question

I wrote a function to use RCurl to obtain the effective URL for a list of shortened URL redirects (bit.ly, t.co, etc.) and handle errors when the effective URL locates a document (PDFs tend to throw "Error in curlPerform... embedded nul in string.")
I would like to make this function more efficiently if possible (while keeping it in R). As written the run-time is prohibitively long for un-shortening a thousand or more URLs.
?getURI tells us that by default, getURI/getURL goes asynchronous when the length of the url vector is >1. But my performance seems totally linear, presumably because sapply turns the thing into one big for loop and the concurrency is lost.
Is there anyway I can speed up these requests? Extra credit for fixing the "embedded nul" issue.
require(RCurl)
options(RCurlOptions = list(verbose = F, followlocation = T,
timeout = 500, autoreferer = T, nosignal = T,
useragent = "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_2)"))
# find successful location (or error msg) after any redirects
getEffectiveUrl <- function(url){
c = getCurlHandle()
h = basicHeaderGatherer()
curlSetOpt( .opts = list(header=T, verbose=F), curl= c, .encoding = "CE_LATIN1")
possibleError <- tryCatch(getURI( url, curl=c, followlocation=T,
headerfunction = h$update, async=T),
error=function(e) e)
if(inherits(possibleError, "error")){
effectiveUrl <- "ERROR_IN_PAGE" # fails on linked documents (PDFs etc.)
} else {
headers <- h$value()
names(headers) <- tolower(names(headers)) #sometimes cases change on header names?
statusPrefix <- substr(headers[["status"]],1,1) #1st digit of http status
if(statusPrefix=="2"){ # status = success
effectiveUrl <- getCurlInfo(c)[["effective.url"]]
} else{ effectiveUrl <- paste(headers[["status"]] ,headers[["statusmessage"]]) }
}
effectiveUrl
}
testUrls <- c("http://t.co/eivRJJaV4j","http://t.co/eFfVESXE2j","http://t.co/dLI6Q0EMb0",
"http://www.google.com","http://1.uni.vi/01mvL","http://t.co/05Mz00DHLD",
"http://t.co/30aM6L4FhH","http://www.amazon.com","http://bit.ly/1fwWZLK",
"http://t.co/cHglxQkz6Z") # 10th URL redirects to content w/ embedded nul
system.time(
effectiveUrls <- sapply(X= testUrls, FUN=getEffectiveUrl, USE.NAMES=F)
) # takes 7-10 secs on my laptop
# does Vectorize help?
vGetEffectiveUrl <- Vectorize(getEffectiveUrl, vectorize.args = "url")
system.time(
effectiveUrls2 <- vGetEffectiveUrl(testUrls)
) # nope, makes it worse

Answer 1

I had bad experience with RCurl and Async request. R would completely freeze (though no error message, CPU and RAM did not spike) with only concurrent 20 requests.
I recommend switching to CURL and using curl_fetch_multi() function. It my case it could easily handle 50000 JSON request in one pool (with some division into subpools under the hood).
https://cran.r-project.org/web/packages/curl/vignettes/intro.html#async_requests