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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/07/22 05:35:30 UTC

[GitHub] [spark] dongjoon-hyun commented on a change in pull request #28898: [SPARK-32059][SQL] Allow nested schema pruning thru window/sort/filter plans

dongjoon-hyun commented on a change in pull request #28898:
URL: https://github.com/apache/spark/pull/28898#discussion_r458544989



##########
File path: sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/NestedColumnAliasingSuite.scala
##########
@@ -493,6 +491,144 @@ class NestedColumnAliasingSuite extends SchemaPruningTest {
     comparePlans(optimized3, expected3)
   }
 
+  test("Nested field pruning for Window") {
+    val spec = windowSpec($"address" :: Nil, $"id".asc :: Nil, UnspecifiedFrame)
+    val winExpr = windowExpr(RowNumber(), spec)
+    val query = contact
+      .select($"name.first", winExpr.as('window))
+      .orderBy($"name.last".asc)
+      .analyze
+    val optimized = Optimize.execute(query)
+    val aliases = collectGeneratedAliases(optimized)
+    val expected = contact
+      .select($"name.first", $"address", $"id", $"name.last".as(aliases(1)))
+      .window(Seq(winExpr.as("window")), Seq($"address"), Seq($"id".asc))
+      .select($"first", $"window", $"${aliases(1)}".as(aliases(0)))
+      .orderBy($"${aliases(0)}".asc)
+      .select($"first", $"window")
+      .analyze
+    comparePlans(optimized, expected)
+  }
+
+  test("Nested field pruning for Filter with other operators") {
+    val spec = windowSpec($"address" :: Nil, $"id".asc :: Nil, UnspecifiedFrame)
+    val winExpr = windowExpr(RowNumber(), spec)
+    val query1 = contact.select($"name.first", winExpr.as('window))
+      .where($"window" === 1 && $"name.first" === "a")
+      .analyze
+    val optimized1 = Optimize.execute(query1)
+    val aliases1 = collectGeneratedAliases(optimized1)
+    val expected1 = contact
+      .select($"name.first", $"address", $"id", $"name.first".as(aliases1(1)))
+      .window(Seq(winExpr.as("window")), Seq($"address"), Seq($"id".asc))
+      .select($"first", $"${aliases1(1)}".as(aliases1(0)), $"window")
+      .where($"window" === 1 && $"${aliases1(0)}" === "a")
+      .select($"first", $"window")
+      .analyze
+    comparePlans(optimized1, expected1)

Review comment:
       Shall we move this test case into `test("Nested field pruning for Window")`.




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