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[SPARK-21726][SQL] Check for structural integrity of the plan in Optimzer in test mode. #18956

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Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,12 @@ import org.apache.spark.sql.types._
abstract class Optimizer(sessionCatalog: SessionCatalog)
extends RuleExecutor[LogicalPlan] {

// Check for structural integrity of the plan in test mode. Currently we only check if a plan is
// still resolved after the execution of each rule.
override protected def planChecker: Option[LogicalPlan => Boolean] = Some(
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@rxin rxin Aug 16, 2017

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can we move the checking of whether this is a test in here, then this method simply returns boolean, and by default it returns true.

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Thanks. I will update it.

(plan: LogicalPlan) => plan.resolved
)

protected def fixedPoint = FixedPoint(SQLConf.get.optimizerMaxIterations)

def batches: Seq[Batch] = {
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -63,6 +63,13 @@ abstract class RuleExecutor[TreeType <: TreeNode[_]] extends Logging {
/** Defines a sequence of rule batches, to be overridden by the implementation. */
protected def batches: Seq[Batch]

/**
* Defines a check function which checks for structural integrity of the plan in test mode after
* the execution of each rule. For example, we can check whether a plan is still resolved after
* each rule in `Optimizer`, so we can catch rules that return invalid plans. The check function
* returns `false` if the given plan doesn't pass the structural integrity check.
*/
protected def planChecker: Option[TreeType => Boolean] = None

/**
* Executes the batches of rules defined by the subclass. The batches are executed serially
Expand Down Expand Up @@ -94,6 +101,13 @@ abstract class RuleExecutor[TreeType <: TreeNode[_]] extends Logging {
""".stripMargin)
}

// In test mode, run the structural integrity checker against the plan after each rule.
if (Utils.isTesting && !planChecker.map(_.apply(result)).getOrElse(true)) {
val message = s"After applying rule ${rule.ruleName} in batch ${batch.name}, " +
"the structural integrity of the plan is broken."
throw new TreeNodeException(result, message, null)
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move the exception throwing logics into the planChecker ?

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nvm. The message also has rule and batch names.

}

result
}
iteration += 1
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Original file line number Diff line number Diff line change
@@ -0,0 +1,60 @@
/*
* 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.analysis.{EmptyFunctionRegistry, UnresolvedAttribute}
import org.apache.spark.sql.catalyst.catalog.{InMemoryCatalog, SessionCatalog}
import org.apache.spark.sql.catalyst.dsl.plans._
import org.apache.spark.sql.catalyst.errors.TreeNodeException
import org.apache.spark.sql.catalyst.expressions.{Alias, Literal}
import org.apache.spark.sql.catalyst.plans.PlanTest
import org.apache.spark.sql.catalyst.plans.logical.{LogicalPlan, OneRowRelation, Project}
import org.apache.spark.sql.catalyst.rules._
import org.apache.spark.sql.internal.SQLConf


class OptimizerSICheckerkSuite extends PlanTest {
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-> OptimizerStructuralIntegrityCheckerkSuite

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Ok.


object OptimizeRuleBreakSI extends Rule[LogicalPlan] {
def apply(plan: LogicalPlan): LogicalPlan = plan transform {
case Project(projectList, child) =>
val newAttr = UnresolvedAttribute("unresolvedAttr")
Project(projectList ++ Seq(newAttr), child)
}
}

object Optimize extends Optimizer(
new SessionCatalog(
new InMemoryCatalog,
EmptyFunctionRegistry,
new SQLConf())) {
val newBatch = Batch("OptimizeRuleBreakSI", Once, OptimizeRuleBreakSI)
override def batches: Seq[Batch] = Seq(newBatch) ++ super.batches
}

test("check for invalid plan after execution of rule") {
val analyzed = Project(Alias(Literal(10), "attr")() :: Nil, OneRowRelation()).analyze
assert(analyzed.resolved)
val message = intercept[TreeNodeException[LogicalPlan]] {
Optimize.execute(analyzed)
}.getMessage
val ruleName = OptimizeRuleBreakSI.ruleName
assert(message.contains(s"After applying rule $ruleName in batch OptimizeRuleBreakSI"))
assert(message.contains("the structural integrity of the plan is broken"))
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -56,4 +56,25 @@ class RuleExecutorSuite extends SparkFunSuite {
}.getMessage
assert(message.contains("Max iterations (10) reached for batch fixedPoint"))
}

test("structural integrity checker") {
object WithSIChecker extends RuleExecutor[Expression] {
override protected def planChecker: Option[Expression => Boolean] = Some(
(expr: Expression) => {
expr match {
case IntegerLiteral(_) => true
case _ => false
}
}
)
val batches = Batch("once", Once, DecrementLiterals) :: Nil
}

assert(WithSIChecker.execute(Literal(10)) === Literal(9))

val message = intercept[TreeNodeException[LogicalPlan]] {
WithSIChecker.execute(Literal(10.1))
}.getMessage
assert(message.contains("the structural integrity of the plan is broken"))
}
}