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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/10/13 07:52:08 UTC

[GitHub] [spark] cloud-fan commented on a change in pull request #29092: [SPARK-32295][SQL] Add not null and size > 0 filters before inner explode/inline to benefit from predicate pushdown

cloud-fan commented on a change in pull request #29092:
URL: https://github.com/apache/spark/pull/29092#discussion_r503739898



##########
File path: sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/InferFiltersFromGenerateSuite.scala
##########
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.sql.catalyst.optimizer
+
+import org.apache.spark.sql.catalyst.dsl.expressions._
+import org.apache.spark.sql.catalyst.dsl.plans._
+import org.apache.spark.sql.catalyst.expressions._
+import org.apache.spark.sql.catalyst.plans._
+import org.apache.spark.sql.catalyst.plans.logical._
+import org.apache.spark.sql.catalyst.rules.RuleExecutor
+import org.apache.spark.sql.types.{IntegerType, StructField, StructType}
+
+class InferFiltersFromGenerateSuite extends PlanTest {
+  object Optimize extends RuleExecutor[LogicalPlan] {
+    val batches = Batch("Infer Filters", Once, InferFiltersFromGenerate) :: Nil
+  }
+
+  val testRelation = LocalRelation('a.array(StructType(Seq(
+    StructField("x", IntegerType),
+    StructField("y", IntegerType)
+  ))))
+
+  Seq(Explode(_), PosExplode(_), Inline(_)).foreach { f =>
+    val generator = f('a)
+    test("Infer filters from " + generator) {
+      val originalQuery = testRelation.generate(generator).analyze
+      val correctAnswer = testRelation
+        .where(IsNotNull('a) && Size('a) > 0)
+        .generate(generator)
+        .analyze
+      val optimized = Optimize.execute(originalQuery)
+      comparePlans(optimized, correctAnswer)
+    }
+
+    test("Don't infer duplicate filters from " + generator) {
+      val originalQuery = testRelation
+        .where(IsNotNull('a) && Size('a) > 0)
+        .generate(generator)
+        .analyze
+      val correctAnswer = testRelation
+        .where(IsNotNull('a) && Size('a) > 0)
+        .generate(generator)
+        .analyze
+      val optimized = Optimize.execute(originalQuery)
+      comparePlans(optimized, correctAnswer)

Review comment:
       nit: we don't need the duplicated `correctAnswer`, just write `comparePlans(optimized, originalQuery)`




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