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

    https://github.com/apache/spark/pull/14371#discussion_r72450542
  
    --- Diff: 
core/src/main/scala/org/apache/spark/rdd/ReliableCheckpointRDD.scala ---
    @@ -166,17 +166,25 @@ private[spark] object ReliableCheckpointRDD extends 
Logging {
         val tempOutputPath =
           new Path(outputDir, 
s".$finalOutputName-attempt-${ctx.attemptNumber()}")
     
    -    if (fs.exists(tempOutputPath)) {
    -      throw new IOException(s"Checkpoint failed: temporary path 
$tempOutputPath already exists")
    -    }
         val bufferSize = env.conf.getInt("spark.buffer.size", 65536)
     
    -    val fileOutputStream = if (blockSize < 0) {
    -      fs.create(tempOutputPath, false, bufferSize)
    -    } else {
    -      // This is mainly for testing purpose
    -      fs.create(tempOutputPath, false, bufferSize,
    -        fs.getDefaultReplication(fs.getWorkingDirectory), blockSize)
    +    val fileOutputStream = try {
    +      if (blockSize < 0) {
    +        fs.create(tempOutputPath, false, bufferSize)
    +      } else {
    +        // This is mainly for testing purpose
    +        fs.create(tempOutputPath, false, bufferSize,
    +          fs.getDefaultReplication(fs.getWorkingDirectory), blockSize)
    +      }
    +    } catch {
    +      case e: IOException =>
    +        // could be FileAlreadyExistsException, or a more fundamental 
create failure
    --- End diff --
    
    changing to rely on the underlying layer to do 
things....create(overwrite=false) will trigger a FileAlreadyExistsException. 
Note that S3 and swift don't have an atomic check+create, but that's not 
avoidable.


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