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[SPARK-32537][SQL][TEST] Add a CTEHintSuite for test coverage #29359
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| /* | ||
| * 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. | ||
| */ | ||
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| package org.apache.spark.sql | ||
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| import org.apache.log4j.Level | ||
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| import org.apache.spark.sql.catalyst.plans.logical._ | ||
| import org.apache.spark.sql.test.SharedSparkSession | ||
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| class CTEHintSuite extends QueryTest with SharedSparkSession { | ||
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| def verifyCoalesceHint(df: DataFrame): Unit = { | ||
| def checkPlanContainsRepartition(plan: LogicalPlan): Unit = { | ||
| val repartitions = plan collect { | ||
| case r: Repartition => r | ||
| case r: RepartitionByExpression => r | ||
| case _: ResolvedHint => fail("ResolvedHint should not appear after optimize.") | ||
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| } | ||
| assert(repartitions.nonEmpty) | ||
| } | ||
| val analyzed = df.queryExecution.analyzed | ||
| val optimized = df.queryExecution.optimizedPlan | ||
| checkPlanContainsRepartition(analyzed) | ||
| checkPlanContainsRepartition(optimized) | ||
| } | ||
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| def verifyJoinHint(df: DataFrame, expectedHints: Seq[JoinHint]): Unit = { | ||
| val analyzed = df.queryExecution.analyzed | ||
| val resolvedHints = analyzed collect { | ||
| case r: ResolvedHint => r | ||
| } | ||
| assert(resolvedHints.nonEmpty) | ||
| val optimized = df.queryExecution.optimizedPlan | ||
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| val joinHints = optimized collect { | ||
| case Join(_, _, _, _, hint) => hint | ||
| case _: ResolvedHint => fail("ResolvedHint should not appear after optimize.") | ||
| } | ||
| assert(joinHints == expectedHints) | ||
| } | ||
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| def verifyJoinHintWithWarnings( | ||
| df: => DataFrame, | ||
| expectedHints: Seq[JoinHint], | ||
| warnings: Seq[String]): Unit = { | ||
| val logAppender = new LogAppender("join hints") | ||
| withLogAppender(logAppender) { | ||
| verifyJoinHint(df, expectedHints) | ||
| } | ||
| val warningMessages = logAppender.loggingEvents | ||
| .filter(_.getLevel == Level.WARN) | ||
| .map(_.getRenderedMessage) | ||
| .filter(_.contains("hint")) | ||
| assert(warningMessages.size == warnings.size) | ||
| warnings.foreach { w => | ||
| assert(warningMessages.contains(w)) | ||
| } | ||
| } | ||
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| def msgNoJoinForJoinHint(strategy: String): String = | ||
| s"A join hint (strategy=$strategy) is specified but it is not part of a join relation." | ||
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| def msgJoinHintOverridden(strategy: String): String = | ||
| s"Hint (strategy=$strategy) is overridden by another hint and will not take effect." | ||
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| test("Resolve coalesce hint in CTE") { | ||
| // COALESCE, | ||
| // REPARTITION, | ||
| // REPARTITION_BY_RANGE | ||
| withTable("t") { | ||
| sql("CREATE TABLE t USING PARQUET AS SELECT 1 AS id") | ||
| verifyCoalesceHint( | ||
| sql("WITH cte AS (SELECT /*+ COALESCE(1) */ * FROM t) SELECT * FROM cte")) | ||
| verifyCoalesceHint( | ||
| sql("WITH cte AS (SELECT /*+ REPARTITION(3) */ * FROM t) SELECT * FROM cte")) | ||
| verifyCoalesceHint( | ||
| sql("WITH cte AS (SELECT /*+ REPARTITION(id) */ * FROM t) SELECT * FROM cte")) | ||
| verifyCoalesceHint( | ||
| sql("WITH cte AS (SELECT /*+ REPARTITION(3, id) */ * FROM t) SELECT * FROM cte")) | ||
| verifyCoalesceHint( | ||
| sql("WITH cte AS (SELECT /*+ REPARTITION_BY_RANGE(id) */ * FROM t) SELECT * FROM cte")) | ||
| verifyCoalesceHint( | ||
| sql("WITH cte AS (SELECT /*+ REPARTITION_BY_RANGE(3, id) */ * FROM t) SELECT * FROM cte")) | ||
| } | ||
| } | ||
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| test("Resolve join hint in CTE") { | ||
| // BROADCAST, | ||
| // SHUFFLE_MERGE, | ||
| // SHUFFLE_HASH, | ||
| // SHUFFLE_REPLICATE_NL | ||
| withTable("t", "s") { | ||
| sql("CREATE TABLE a USING PARQUET AS SELECT 1 AS a1") | ||
| sql("CREATE TABLE b USING PARQUET AS SELECT 1 AS b1") | ||
| sql("CREATE TABLE c USING PARQUET AS SELECT 1 AS c1") | ||
| verifyJoinHint( | ||
| sql( | ||
| """ | ||
| |WITH cte AS ( | ||
| | SELECT /*+ BROADCAST(a) */ * FROM a JOIN b ON a.a1 = b.b1 | ||
| |) | ||
| |SELECT * FROM cte | ||
| |""".stripMargin), | ||
| JoinHint( | ||
| Some(HintInfo(strategy = Some(BROADCAST))), | ||
| None) :: Nil | ||
| ) | ||
| verifyJoinHint( | ||
| sql( | ||
| """ | ||
| |WITH cte AS ( | ||
| | SELECT /*+ SHUFFLE_HASH(a) */ * FROM a JOIN b ON a.a1 = b.b1 | ||
| |) | ||
| |SELECT * FROM cte | ||
| |""".stripMargin), | ||
| JoinHint( | ||
| Some(HintInfo(strategy = Some(SHUFFLE_HASH))), | ||
| None) :: Nil | ||
| ) | ||
| verifyJoinHintWithWarnings( | ||
| sql( | ||
| """ | ||
| |WITH cte AS ( | ||
| | SELECT /*+ SHUFFLE_HASH MERGE(a, c) BROADCAST(a, b)*/ * FROM a, b, c | ||
| | WHERE a.a1 = b.b1 AND b.b1 = c.c1 | ||
| |) | ||
| |SELECT * FROM cte | ||
| |""".stripMargin), | ||
| JoinHint( | ||
| None, | ||
| Some(HintInfo(strategy = Some(SHUFFLE_MERGE)))) :: | ||
| JoinHint( | ||
| Some(HintInfo(strategy = Some(SHUFFLE_MERGE))), | ||
| Some(HintInfo(strategy = Some(BROADCAST)))) :: Nil, | ||
| msgNoJoinForJoinHint("shuffle_hash") :: | ||
| msgJoinHintOverridden("broadcast") :: Nil | ||
| ) | ||
| verifyJoinHint( | ||
| sql( | ||
| """ | ||
| |WITH cte AS ( | ||
| | SELECT /*+ SHUFFLE_REPLICATE_NL(a) SHUFFLE_HASH(b) */ * FROM a JOIN b ON a.a1 = b.b1 | ||
| |) | ||
| |SELECT * FROM cte | ||
| |""".stripMargin), | ||
| JoinHint( | ||
| Some(HintInfo(strategy = Some(SHUFFLE_REPLICATE_NL))), | ||
| Some(HintInfo(strategy = Some(SHUFFLE_HASH)))) :: Nil | ||
| ) | ||
| } | ||
| } | ||
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| test("SPARK-32237: Hint in CTE") { | ||
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| withTable("t") { | ||
| sql("CREATE TABLE t USING PARQUET AS SELECT 1 AS id") | ||
| checkAnswer( | ||
| sql(s""" | ||
| |WITH cte AS (SELECT /*+ REPARTITION(3) */ * FROM t) | ||
| |SELECT * FROM cte | ||
| """.stripMargin), | ||
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| Row(1) :: Nil) | ||
| } | ||
| } | ||
| } | ||
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nit:
Coalesce->Repartition?There was a problem hiding this comment.
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ResolveCoalesceHintsaccepts names "COALESCE", "REPARTITION", and "REPARTITION_BY_RANGE".spark/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveHints.scala
Line 174 in 9a35b93
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Changed to
def verifyCoalesceOrRepartitionHint