Github user HyukjinKwon commented on a diff in the pull request:
    --- Diff: core/src/main/scala/org/apache/spark/SparkContext.scala ---
    @@ -1426,7 +1426,7 @@ class SparkContext(config: SparkConf) extends Logging 
with ExecutorAllocationCli
        * supported for Hadoop-supported filesystems.
       def addFile(path: String, recursive: Boolean): Unit = {
    -    val uri = new URI(path)
    +    val uri = new Path(path).toUri
    --- End diff --
    Meanwhile, we could alternatively use `Utils.resolveURI` as well which we 
are already testing within  Spark. However, this util seems not hadling 
`C:/a/b/c` case (not `C:\a\b\c` which we should fix). So I suggested `Path 
(...).toUri` instead but if you feel strongly about this, we could use that. I 
will try to find and share doc and tests for `Path` as I got in my home though.

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