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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2021/07/28 03:31:14 UTC

[GitHub] [spark] ulysses-you commented on a change in pull request #33541: [SPARK-36315][SQL] Only skip AQEShuffleReadRule in the final stage if it breaks the distribution requirement

ulysses-you commented on a change in pull request #33541:
URL: https://github.com/apache/spark/pull/33541#discussion_r677946498



##########
File path: sql/core/src/main/scala/org/apache/spark/sql/execution/adaptive/AQEUtils.scala
##########
@@ -0,0 +1,62 @@
+/*
+ * 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.execution.adaptive
+
+import org.apache.spark.sql.catalyst.plans.physical.{Distribution, HashClusteredDistribution, HashPartitioning, OrderedDistribution, RangePartitioning, UnspecifiedDistribution}
+import org.apache.spark.sql.execution.{CollectMetricsExec, FilterExec, ProjectExec, SortExec, SparkPlan}
+import org.apache.spark.sql.execution.exchange.{REPARTITION_BY_COL, ShuffleExchangeExec}
+
+object AQEUtils {
+
+  // Analyze the given plan and calculate the required distribution of this plan w.r.t. the
+  // user-specified repartition.
+  def getRequiredDistribution(p: SparkPlan): Option[Distribution] = p match {
+    // user-specified repartition is only effective when it's the root node, or under
+    // Project/Filter/LocalSort/CollectMetrics.
+    case s: ShuffleExchangeExec if s.shuffleOrigin == REPARTITION_BY_COL =>
+      s.outputPartitioning match {
+        case h: HashPartitioning => Some(HashClusteredDistribution(h.expressions))
+        // Note: Ideally we need a special version of `OrderedDistribution` that requires an
+        // exact match of the `RangePartitioning`, otherwise `RangePartitioning(a, b)` can
+        // satisfy `OrderedDistribution(a, b, c)`. But we are fine in AQE as AQE rules can only
+        // change `RangePartitioning` to a totally different partitioning, so
+        // `OrderedDistribution` can do the job and avoid changing the final output partitioning.
+        case r: RangePartitioning => Some(OrderedDistribution(r.ordering))
+        case other => throw new IllegalStateException(
+          "Unexpected partitioning for REPARTITION_BY_COL: " + other)
+      }
+    case f: FilterExec => getRequiredDistribution(f.child)
+    case s: SortExec if !s.global => getRequiredDistribution(s.child)
+    case c: CollectMetricsExec => getRequiredDistribution(c.child)

Review comment:
       How about check if the `outputPartitioning` is equal to `child.outputPartitioning` ?
   ```
     case unary: UnaryExecNode if unary.outputPartitioning == unary.child.outputPartitioning =>
       getRequiredDistribution(unary.child)
   ```




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