WeichenXu123 commented on a change in pull request #24362: 
[SPARK-22666][ML][FOLLOW-UP] Fix in Spark image datasource fail when encounter 
some illegal images.
URL: https://github.com/apache/spark/pull/24362#discussion_r275080584
 
 

 ##########
 File path: mllib/src/main/scala/org/apache/spark/ml/image/ImageSchema.scala
 ##########
 @@ -133,7 +133,13 @@ object ImageSchema {
    */
   private[spark] def decode(origin: String, bytes: Array[Byte]): Option[Row] = 
{
 
-    val img = ImageIO.read(new ByteArrayInputStream(bytes))
+    val img = try {
+      ImageIO.read(new ByteArrayInputStream(bytes))
+    } catch {
+      // Catch runtime exception because `ImageIO` may throw unexcepted 
`RuntimeException`.
+      // But do not catch the declared `IOException` (regareded as FileSystem 
failure)
 
 Review comment:
   Good catch! :)

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