zhengruifeng commented on code in PR #47467:
URL: https://github.com/apache/spark/pull/47467#discussion_r1689060192


##########
mllib/src/main/scala/org/apache/spark/ml/util/ReadWrite.scala:
##########
@@ -581,21 +609,33 @@ private[ml] object DefaultParamsReader {
   }
 
   /**
-   * Load metadata saved using [[DefaultParamsWriter.saveMetadata()]]
+   * Load metadata saved using [[DefaultParamsWriter.saveMetadataV2()]]
    *
    * @param expectedClassName  If non empty, this is checked against the 
loaded metadata.
    * @throws IllegalArgumentException if expectedClassName is specified and 
does not match metadata
    */
-  def loadMetadata(path: String, sc: SparkContext, expectedClassName: String = 
""): Metadata = {
+  @deprecated("use loadMetadataV2", "4.0.0")
+  def loadMetadata(path: String, sc: SparkContext, expectedClassName: String = 
""): Metadata =
+    loadMetadataV2(path, 
SparkSession.builder().sparkContext(sc).getOrCreate(), expectedClassName)
+
+  /**
+   * Load metadata saved using [[DefaultParamsWriter.saveMetadataV2()]]
+   *
+   * @param expectedClassName  If non empty, this is checked against the 
loaded metadata.
+   * @throws IllegalArgumentException if expectedClassName is specified and 
does not match metadata
+   */
+  def loadMetadataV2(

Review Comment:
   hmm, probably I can try `sc: Either[SparkContext, SparkSession]`



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