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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2022/07/22 05:56:05 UTC

[GitHub] [spark] viirya commented on a diff in pull request #37248: [SPARK-39834][SQL][SS] Include the origin stats and constraints for LogicalRDD if it comes from DataFrame

viirya commented on code in PR #37248:
URL: https://github.com/apache/spark/pull/37248#discussion_r927314233


##########
sql/core/src/main/scala/org/apache/spark/sql/execution/ExistingRDD.scala:
##########
@@ -116,37 +119,78 @@ case class LogicalRDD(
       case e: Attribute => rewrite.getOrElse(e, e)
     }.asInstanceOf[SortOrder])
 
-    val rewrittenOriginLogicalPlan = originLogicalPlan.map { plan =>
-      assert(output == plan.output, "The output columns are expected to the same for output " +
-        s"and originLogicalPlan. output: $output / output in originLogicalPlan: ${plan.output}")
+    val rewrittenStatistics = originStats.map { s =>
+      Statistics(
+        s.sizeInBytes,
+        s.rowCount,
+        AttributeMap[ColumnStat](s.attributeStats.map {
+          case (attr, v) => (rewrite.getOrElse(attr, attr), v)
+        }),
+        s.isRuntime
+      )
+    }
 
-      val projectList = output.map { attr =>
-        Alias(attr, attr.name)(exprId = rewrite(attr).exprId)
-      }
-      Project(projectList, plan)
+    val rewrittenConstraints = originConstraints.map { c =>
+      c.map(_.transform {
+        case e: Attribute => rewrite.getOrElse(e, e)
+      })
     }
 
     LogicalRDD(
       output.map(rewrite),
       rdd,
-      rewrittenOriginLogicalPlan,
       rewrittenPartitioning,
       rewrittenOrdering,
       isStreaming
-    )(session).asInstanceOf[this.type]
+    )(session, rewrittenStatistics, rewrittenConstraints).asInstanceOf[this.type]
   }
 
   override protected def stringArgs: Iterator[Any] = Iterator(output, isStreaming)
 
   override def computeStats(): Statistics = {
-    originLogicalPlan.map(_.stats).getOrElse {
+    originStats.getOrElse {
       Statistics(
         // TODO: Instead of returning a default value here, find a way to return a meaningful size
         // estimate for RDDs. See PR 1238 for more discussions.
         sizeInBytes = BigInt(session.sessionState.conf.defaultSizeInBytes)
       )
     }
   }
+
+  override lazy val constraints: ExpressionSet = originConstraints.getOrElse(ExpressionSet())
+}
+
+object LogicalRDD {
+  /**
+   * Create a new LogicalRDD based on existing Dataset. stats and constraints are inherited from

Review Comment:
   nit:
   ```suggestion
      * Create a new LogicalRDD based on existing Dataset. Stats and constraints are inherited from
   ```



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