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

    https://github.com/apache/spark/pull/21278#discussion_r187470922
  
    --- Diff: R/pkg/R/client.R ---
    @@ -60,13 +60,48 @@ generateSparkSubmitArgs <- function(args, sparkHome, 
jars, sparkSubmitOpts, pack
       combinedArgs
     }
     
    +checkJavaVersion <- function() {
    +  javaBin <- "java"
    +  javaHome <- Sys.getenv("JAVA_HOME")
    +  javaReqs <- utils::packageDescription(utils::packageName(), 
fields=c("SystemRequirements"))
    +  sparkJavaVersion <- as.numeric(tail(strsplit(javaReqs, "[(=)]")[[1]], n 
= 1L))
    +  if (javaHome != "") {
    +    javaBin <- file.path(javaHome, "bin", javaBin)
    --- End diff --
    
    Yes. If you look at 
https://github.com/apache/spark/blob/d3c426a5b02abdec49ff45df12a8f11f9e473a88/bin/spark-class2.cmd#L54
 we append `bin`


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