HyukjinKwon commented on a change in pull request #26429: [SPARK-29777][SparkR] 
SparkR::cleanClosure aggressively removes a function required by user function
URL: https://github.com/apache/spark/pull/26429#discussion_r346100705
 
 

 ##########
 File path: R/pkg/R/utils.R
 ##########
 @@ -546,8 +546,11 @@ processClosure <- function(node, oldEnv, defVars, 
checkedFuncs, newEnv) {
                 ifelse(identical(func, obj), TRUE, FALSE)
 
 Review comment:
   No biggie but I think it could be better to combine the condition into here:
   
   ```diff
   --- a/R/pkg/R/utils.R
   +++ b/R/pkg/R/utils.R
   @@ -543,14 +543,15 @@ processClosure <- function(node, oldEnv, defVars, 
checkedFuncs, newEnv) {
                  funcList <- mget(nodeChar, envir = checkedFuncs, inherits = F,
                                   ifnotfound = list(list(NULL)))[[1]]
                  found <- sapply(funcList, function(func) {
   -                ifelse(identical(func, obj), TRUE, FALSE)
   +                ifelse(
   +                  identical(func, obj) &&
   +                    # Also check if the parent environment is identical to 
current parent
   +                    identical(parent.env(environment(func)), func.env),
   +                  TRUE, FALSE)
                  })
                  if (sum(found) > 0) {
   -                # If function has been examined
   -                if 
(identical(parent.env(environment(funcList[found][[1]])), func.env)) {
   -                  # If the parent environment is identical to current parent
   -                  break
   -                }
   +                # If function has been examined, ignore.
   +                break
                  }
                  # Function has not been examined, record it and recursively 
clean its closure.
                  assign(nodeChar,
   ```
   
   

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