ueshin commented on code in PR #45701:
URL: https://github.com/apache/spark/pull/45701#discussion_r1543431051


##########
connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/Dataset.scala:
##########
@@ -3338,7 +3358,25 @@ class Dataset[T] private[sql] (
   }
 
   def observe(name: String, expr: Column, exprs: Column*): Dataset[T] = {

Review Comment:
   Don't we need to annotate this with `@varargs` for Java client?



##########
connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/Dataset.scala:
##########
@@ -3338,7 +3358,25 @@ class Dataset[T] private[sql] (
   }
 
   def observe(name: String, expr: Column, exprs: Column*): Dataset[T] = {
-    throw new UnsupportedOperationException("observe is not implemented.")
+    sparkSession.newDataset(agnosticEncoder, getObservationsMapOpt) { builder 
=>
+      builder.getCollectMetricsBuilder
+        .setInput(plan.getRoot)
+        .setName(name)
+        .addAllMetrics((expr +: exprs).map(_.expr).asJava)
+    }
+  }
+
+  def observe(observation: Observation, expr: Column, exprs: Column*): 
Dataset[T] = {

Review Comment:
   ditto.



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