Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[SPARK-50650][SQL] Improve logging in single-pass Analyzer #49271

Closed
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Original file line number Diff line number Diff line change
Expand Up @@ -64,11 +64,13 @@ import org.apache.spark.sql.types.MetadataBuilder
* operators which are nested in expressions.
* @param scopes [[NameScopeStack]] to resolve the expression tree in the correct scope.
* @param functionResolution [[FunctionResolution]] to resolve function expressions.
* @param planLogger [[PlanLogger]] to log expression tree resolution events.
*/
class ExpressionResolver(
resolver: Resolver,
scopes: NameScopeStack,
functionResolution: FunctionResolution)
functionResolution: FunctionResolution,
planLogger: PlanLogger)
extends TreeNodeResolver[Expression, Expression]
with ProducesUnresolvedSubtree
with ResolvesExpressionChildren
Expand Down Expand Up @@ -118,15 +120,17 @@ class ExpressionResolver(
* In this case `IN` is an expression and `SELECT 1` is a nested operator tree for which
* the [[ExpressionResolver]] would invoke the [[Resolver]].
*/
override def resolve(unresolvedExpression: Expression): Expression =
override def resolve(unresolvedExpression: Expression): Expression = {
planLogger.logExpressionTreeResolutionEvent(unresolvedExpression, "Unresolved expression tree")
cloud-fan marked this conversation as resolved.
Show resolved Hide resolved

if (unresolvedExpression
.getTagValue(ExpressionResolver.SINGLE_PASS_SUBTREE_BOUNDARY)
.nonEmpty) {
unresolvedExpression
} else {
throwIfNodeWasResolvedEarlier(unresolvedExpression)

val resolvedExpr = unresolvedExpression match {
val resolvedExpression = unresolvedExpression match {
case unresolvedBinaryArithmetic: BinaryArithmetic =>
binaryArithmeticResolver.resolve(unresolvedBinaryArithmetic)
case unresolvedExtractANSIIntervalDays: ExtractANSIIntervalDays =>
Expand Down Expand Up @@ -157,10 +161,13 @@ class ExpressionResolver(
}
}

markNodeAsResolved(resolvedExpr)
markNodeAsResolved(resolvedExpression)

planLogger.logExpressionTreeResolution(unresolvedExpression, resolvedExpression)

resolvedExpr
resolvedExpression
}
}

private def resolveNamedExpression(
unresolvedNamedExpression: Expression,
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,8 @@
package org.apache.spark.sql.catalyst.analysis.resolver

import org.apache.spark.internal.{Logging, MDC, MessageWithContext}
import org.apache.spark.internal.LogKeys.QUERY_PLAN
import org.apache.spark.internal.LogKeys.{MESSAGE, QUERY_PLAN}
import org.apache.spark.sql.catalyst.expressions.Expression
import org.apache.spark.sql.catalyst.plans.logical.LogicalPlan
import org.apache.spark.sql.catalyst.util.sideBySide
import org.apache.spark.sql.internal.SQLConf
Expand All @@ -27,32 +28,71 @@ import org.apache.spark.sql.internal.SQLConf
* [[PlanLogger]] is used by the [[Resolver]] to log intermediate resolution results.
*/
class PlanLogger extends Logging {
private val logLevel = SQLConf.get.planChangeLogLevel
private val planChangeLogLevel = SQLConf.get.planChangeLogLevel
private val expressionTreeChangeLogLevel = SQLConf.get.expressionTreeChangeLogLevel

/**
* Logs the transition from the `unresolvedPlan` to the `resolvedPlan`.
*/
def log(unresolvedPlan: LogicalPlan, resolvedPlan: LogicalPlan): Unit = {
logBasedOnLevel(() => createMessage(unresolvedPlan, resolvedPlan))
def logPlanResolutionEvent(plan: LogicalPlan, event: String): Unit = {
log(() => log"""
|=== Plan resolution: ${MDC(MESSAGE, event)} ===
|${MDC(QUERY_PLAN, plan.treeString)}
""".stripMargin, planChangeLogLevel)
}

private def createMessage(
unresolvedPlan: LogicalPlan,
resolvedPlan: LogicalPlan): MessageWithContext =
log"""
|=== Unresolved/resolved operator subtree ===
def logPlanResolution(unresolvedPlan: LogicalPlan, resolvedPlan: LogicalPlan): Unit = {
log(
() =>
log"""
|=== Unresolved plan -> Resolved plan ===
|${MDC(
QUERY_PLAN,
sideBySide(unresolvedPlan.treeString, resolvedPlan.treeString).mkString("\n")
)}
""".stripMargin

private def logBasedOnLevel(createMessage: () => MessageWithContext): Unit = logLevel match {
case "TRACE" => logTrace(createMessage().message)
case "DEBUG" => logDebug(createMessage().message)
case "INFO" => logInfo(createMessage())
case "WARN" => logWarning(createMessage())
case "ERROR" => logError(createMessage())
case _ => logTrace(createMessage().message)
QUERY_PLAN,
sideBySide(
unresolvedPlan.withNewChildren(resolvedPlan.children).treeString,
resolvedPlan.treeString
).mkString("\n")
)}
""".stripMargin,
planChangeLogLevel
)
}

def logExpressionTreeResolutionEvent(expressionTree: Expression, event: String): Unit = {
log(
() => log"""
|=== Expression tree resolution: ${MDC(MESSAGE, event)} ===
|${MDC(QUERY_PLAN, expressionTree.treeString)}
""".stripMargin,
expressionTreeChangeLogLevel
)
}

def logExpressionTreeResolution(
unresolvedExpressionTree: Expression,
cloud-fan marked this conversation as resolved.
Show resolved Hide resolved
resolvedExpressionTree: Expression): Unit = {
log(
() =>
log"""
|=== Unresolved expression tree -> Resolved expression tree ===
|${MDC(
QUERY_PLAN,
sideBySide(
unresolvedExpressionTree
.withNewChildren(resolvedExpressionTree.children)
.treeString,
resolvedExpressionTree.treeString
).mkString("\n")
)}
""".stripMargin,
expressionTreeChangeLogLevel
)
}

private def log(createMessage: () => MessageWithContext, logLevel: String): Unit =
logLevel match {
case "TRACE" => logTrace(createMessage().message)
case "DEBUG" => logDebug(createMessage().message)
case "INFO" => logInfo(createMessage())
case "WARN" => logWarning(createMessage())
case "ERROR" => logError(createMessage())
case _ => logTrace(createMessage().message)
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -70,11 +70,12 @@ class Resolver(
with TracksResolvedNodes[LogicalPlan]
with DelegatesResolutionToExtensions {
private val scopes = new NameScopeStack
private val planLogger = new PlanLogger
private val relationResolution = Resolver.createRelationResolution(catalogManager)
private val functionResolution = new FunctionResolution(catalogManager, relationResolution)
private val expressionResolver = new ExpressionResolver(this, scopes, functionResolution)
private val expressionResolver =
new ExpressionResolver(this, scopes, functionResolution, planLogger)
private val limitExpressionResolver = new LimitExpressionResolver(expressionResolver)
private val planLogger = new PlanLogger

/**
* [[relationMetadataProvider]] is used to resolve metadata for relations. It's initialized with
Expand All @@ -101,6 +102,8 @@ class Resolver(
def lookupMetadataAndResolve(
unresolvedPlan: LogicalPlan,
analyzerBridgeState: Option[AnalyzerBridgeState] = None): LogicalPlan = {
planLogger.logPlanResolutionEvent(unresolvedPlan, "Lookup metadata and resolve")

relationMetadataProvider = analyzerBridgeState match {
case Some(analyzerBridgeState) =>
new BridgedRelationMetadataProvider(
Expand Down Expand Up @@ -134,6 +137,8 @@ class Resolver(
* producing a fully resolved plan or a descriptive error message.
*/
override def resolve(unresolvedPlan: LogicalPlan): LogicalPlan = {
planLogger.logPlanResolutionEvent(unresolvedPlan, "Unresolved plan")

throwIfNodeWasResolvedEarlier(unresolvedPlan)

val resolvedPlan =
Expand Down Expand Up @@ -167,7 +172,9 @@ class Resolver(
}

markNodeAsResolved(resolvedPlan)
planLogger.log(unresolvedPlan, resolvedPlan)

planLogger.logPlanResolution(unresolvedPlan, resolvedPlan)

resolvedPlan
}

Expand Down Expand Up @@ -260,7 +267,10 @@ class Resolver(
private def resolveRelation(unresolvedRelation: UnresolvedRelation): LogicalPlan = {
relationMetadataProvider.getRelationWithResolvedMetadata(unresolvedRelation) match {
case Some(relationWithResolvedMetadata) =>
planLogger.log(unresolvedRelation, relationWithResolvedMetadata)
planLogger.logPlanResolutionEvent(
relationWithResolvedMetadata,
"Relation metadata retrieved"
)

withPosition(unresolvedRelation) {
resolve(relationWithResolvedMetadata)
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -400,6 +400,19 @@ object SQLConf {
.booleanConf
.createWithDefault(Utils.isTesting)

val EXPRESSION_TREE_CHANGE_LOG_LEVEL = buildConf("spark.sql.expressionTreeChangeLog.level")
.internal()
.doc("Configures the log level for logging the change from the unresolved expression tree to " +
"the resolved expression tree in the single-pass bottom-up Resolver. The value can be " +
"'trace', 'debug', 'info', 'warn', or 'error'. The default log level is 'trace'.")
.version("4.0.0")
.stringConf
.transform(_.toUpperCase(Locale.ROOT))
.checkValue(logLevel => Set("TRACE", "DEBUG", "INFO", "WARN", "ERROR").contains(logLevel),
"Invalid value for 'spark.sql.expressionTreeChangeLog.level'. Valid values are " +
"'trace', 'debug', 'info', 'warn' and 'error'.")
.createWithDefault("trace")

val LIGHTWEIGHT_PLAN_CHANGE_VALIDATION = buildConf("spark.sql.lightweightPlanChangeValidation")
.internal()
.doc(s"Similar to ${PLAN_CHANGE_VALIDATION.key}, this validates plan changes and runs after " +
Expand Down Expand Up @@ -5578,6 +5591,8 @@ class SQLConf extends Serializable with Logging with SqlApiConf {

def planChangeBatches: Option[String] = getConf(PLAN_CHANGE_LOG_BATCHES)

def expressionTreeChangeLogLevel: String = getConf(EXPRESSION_TREE_CHANGE_LOG_LEVEL)

def dynamicPartitionPruningEnabled: Boolean = getConf(DYNAMIC_PARTITION_PRUNING_ENABLED)

def dynamicPartitionPruningUseStats: Boolean = getConf(DYNAMIC_PARTITION_PRUNING_USE_STATS)
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@ import org.apache.spark.sql.catalyst.analysis.FunctionResolution
import org.apache.spark.sql.catalyst.analysis.resolver.{
ExpressionResolver,
NameScopeStack,
PlanLogger,
Resolver
}
import org.apache.spark.sql.catalyst.expressions.{AttributeReference, Cast, ExprId}
Expand Down Expand Up @@ -127,7 +128,8 @@ class TracksResolvedNodesSuite extends QueryTest with SharedSparkSession {
new FunctionResolution(
spark.sessionState.catalogManager,
Resolver.createRelationResolution(spark.sessionState.catalogManager)
)
),
new PlanLogger
)
}
}
Loading