maropu commented on a change in pull request #28123: [SPARK-31350][SQL] 
Coalesce bucketed tables for join if applicable
URL: https://github.com/apache/spark/pull/28123#discussion_r406568859
 
 

 ##########
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/bucketing/InjectBucketHint.scala
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 @@ -0,0 +1,78 @@
+/*
+ * 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.bucketing
+
+import org.apache.spark.sql.catalyst.catalog.BucketSpec
+import org.apache.spark.sql.catalyst.plans.Inner
+import org.apache.spark.sql.catalyst.plans.logical.{Filter, Join, LogicalPlan, 
Project}
+import org.apache.spark.sql.catalyst.rules.Rule
+import org.apache.spark.sql.execution.datasources.{HadoopFsRelation, 
LogicalRelation}
+
+/**
+ * This rule injects the bucket related hints and supports the following 
scenarios:
+ * - If the two bucketed tables are inner-joined and they differ in the number 
of buckets,
+ *   the number of buckets for the other table of join is injected as a hint.
+ */
+object InjectBucketHint extends Rule[LogicalPlan]  {
+  val JOIN_HINT_NUM_BUCKETS: String = "JoinHintNumBuckets"
+
+  private def isPlanEligible(plan: LogicalPlan): Boolean = {
+    plan.forall {
+      case _: Filter | _: Project | _: LogicalRelation => true
+      case _ => false
+    }
+  }
+
+  private def getBucketSpec(plan: LogicalPlan): Option[BucketSpec] = {
+    if (isPlanEligible(plan)) {
+      plan.collectFirst {
+        case _ @ LogicalRelation(r: HadoopFsRelation, _, _, _)
+          if r.bucketSpec.nonEmpty && 
!r.options.contains(JOIN_HINT_NUM_BUCKETS) =>
+          r.bucketSpec.get
+      }
+    } else {
+      None
+    }
+  }
+
+  def apply(plan: LogicalPlan): LogicalPlan = {
+    plan transform {
+      case join : Join if join.joinType == Inner =>
 
 Review comment:
   nit: format `case join: Join`

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