case class MaxScanStrategy(session: SparkSession) extends Strategy with SQLConfHelper with PruneFileSourcePartitionHelper with Product with Serializable
Add MaxScanStrategy to avoid scan excessive partitions or files 1. Check if scan exceed maxPartition of partitioned table 2. Check if scan exceed maxFileSize (calculated by hive table and partition statistics) This Strategy Add Planner Strategy after LogicalOptimizer
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- new MaxScanStrategy(session: SparkSession)
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final
def
==(arg0: Any): Boolean
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def
apply(plan: LogicalPlan): Seq[SparkPlan]
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final
def
asInstanceOf[T0]: T0
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def
buildBalancedPredicate(expressions: Seq[Expression], op: (Expression, Expression) ⇒ Expression): Expression
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def
canEvaluate(expr: Expression, plan: LogicalPlan): Boolean
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def
canEvaluateWithinJoin(expr: Expression): Boolean
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conf: SQLConf
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extractPredicatesWithinOutputSet(condition: Expression, outputSet: AttributeSet): Option[Expression]
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def
findExpressionAndTrackLineageDown(exp: Expression, plan: LogicalPlan): Option[(Expression, LogicalPlan)]
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def
getAliasMap(exprs: Seq[NamedExpression]): AttributeMap[Alias]
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def
getAliasMap(plan: Aggregate): AttributeMap[Alias]
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def
getAliasMap(plan: Project): AttributeMap[Alias]
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final
def
getClass(): Class[_]
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def
getPartitionKeyFiltersAndDataFilters(sparkSession: SparkSession, relation: LeafNode, partitionSchema: StructType, filters: Seq[Expression], output: Seq[AttributeReference]): (ExpressionSet, Seq[Expression])
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- PruneFileSourcePartitionHelper
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def
initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
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def
logWarning(msg: ⇒ String): Unit
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- def maxPartitionExceedError(prunedPartitionSize: Int, maxPartitionSize: Int, tableMeta: Option[CatalogTable], rootPaths: Seq[Path], partitionSchema: StructType): Throwable
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ne(arg0: AnyRef): Boolean
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def
outputWithNullability(output: Seq[Attribute], nonNullAttrExprIds: Seq[ExprId]): Seq[Attribute]
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def
planLater(plan: LogicalPlan): SparkPlan
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- SparkStrategy → GenericStrategy
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def
replaceAlias(expr: Expression, aliasMap: AttributeMap[Alias]): Expression
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def
replaceAliasButKeepName(expr: NamedExpression, aliasMap: AttributeMap[Alias]): NamedExpression
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- val session: SparkSession
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def
splitConjunctivePredicates(condition: Expression): Seq[Expression]
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def
splitDisjunctivePredicates(condition: Expression): Seq[Expression]
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def
trimAliases(e: Expression): Expression
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def
trimNonTopLevelAliases[T <: Expression](e: T): T
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