HyukjinKwon commented on a change in pull request #33545:
URL: https://github.com/apache/spark/pull/33545#discussion_r679561495



##########
File path: sql/core/src/main/scala/org/apache/spark/sql/Observation.scala
##########
@@ -75,23 +79,39 @@ class Observation(name: String) {
   }
 
   /**
-   * Get the observed metrics. This waits for the observed dataset to finish 
its first action.
-   * Only the result of the first action is available. Subsequent actions do 
not modify the result.
+   * (Scala-specific) Get the observed metrics. This waits for the observed 
dataset to finish
+   * its first action. Only the result of the first action is available. 
Subsequent actions do not
+   * modify the result.
    *
-   * @return the observed metrics as a [[Row]]
+   * @return the observed metrics as a `Map[String, Any]`
    * @throws InterruptedException interrupted while waiting
    */
   @throws[InterruptedException]
-  def get: Row = {
+  def get: Map[String, Any] = {
     synchronized {
       // we need to loop as wait might return without us calling notify
       // 
https://en.wikipedia.org/w/index.php?title=Spurious_wakeup&oldid=992601610
-      while (this.row.isEmpty) {
+      while (this.metrics.isEmpty) {
         wait()
       }
     }
 
-    this.row.get
+    this.metrics.get
+  }
+
+  /**
+   * (Java-specific) Get the observed metrics. This waits for the observed 
dataset to finish
+   * its first action. Only the result of the first action is available. 
Subsequent actions do not
+   * modify the result.
+   *
+   * @return the observed metrics as a `java.util.Map[String, Object]`
+   * @throws InterruptedException interrupted while waiting
+   */
+  @throws[InterruptedException]
+  def getAsJava: java.util.Map[String, Object] = {

Review comment:
       Here too. BTW, I remember `AnyRef` corresponds to `Object`. If 
`Map[String, _]` doesn't work, can we switch to `AnyRef`?




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