Github user shivaram commented on a diff in the pull request:

    https://github.com/apache/spark/pull/16589#discussion_r96278657
  
    --- Diff: R/pkg/R/install.R ---
    @@ -201,14 +221,20 @@ directDownloadTar <- function(mirrorUrl, version, 
hadoopVersion, packageName, pa
       msg <- sprintf(fmt, version, ifelse(hadoopVersion == "without", "Free 
build", hadoopVersion),
                      packageRemotePath)
       message(msg)
    -  downloadUrl(packageRemotePath, packageLocalPath, paste0("Fetch failed 
from ", mirrorUrl))
    +  downloadUrl(packageRemotePath, packageLocalPath)
    --- End diff --
    
    Any reason to not use this `Fetch failed from` error message and instead 
use the error message from `download.file`


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