Github user chenghao-intel commented on a diff in the pull request:

    https://github.com/apache/spark/pull/8026#discussion_r42575628
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningUtils.scala
 ---
    @@ -134,17 +137,38 @@ private[sql] object PartitioningUtils {
         var finished = path.getParent == null
         var chopped = path
     
    +    var idx = 0 // the partition index from the right side of the path
         while (!finished) {
    +      val folderName = chopped.getName
           // Sometimes (e.g., when speculative task is enabled), temporary 
directories may be left
           // uncleaned.  Here we simply ignore them.
    -      if (chopped.getName.toLowerCase == "_temporary") {
    +      if (folderName.toLowerCase == "_temporary") {
             return None
           }
     
    -      val maybeColumn = parsePartitionColumn(chopped.getName, 
defaultPartitionName, typeInference)
    -      maybeColumn.foreach(columns += _)
    +      folderName.split("=") match {
    +        case Array(columnName, rawColumnValue) =>
    +          val field = userDefinedPartitionColumns.map(struct => 
struct(struct.length - idx - 1))
    +          assert(columnName.nonEmpty, s"Empty partition column name in 
'$folderName'")
    +          assert(field.isEmpty || (field.get.name  == columnName))
    +          assert(rawColumnValue.nonEmpty, s"Empty partition column value 
in '$folderName'")
    +
    +          val literal = inferPartitionColumnValue(
    +            field.map(_.dataType), rawColumnValue, defaultPartitionName, 
typeInference)
    +          columns += (columnName -> literal)
    +
    +        case Array(value) if folderName.startsWith("=") =>
    +          throw new AssertionError(s"Empty partition column name in 
'$folderName'")
    --- End diff --
    
    I'll agree we need to take the partition path validation into a separate 
PR, since we definitely can do more checking and also more pretty error message.


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