object ExtractSingleColumnNullAwareAntiJoin extends JoinSelectionHelper with PredicateHelper
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asInstanceOf[T0]: T0
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def
buildBalancedPredicate(expressions: Seq[Expression], op: (Expression, Expression) ⇒ Expression): Expression
Builds a balanced output predicate in bottom up approach, by applying binary operator op pair by pair on input predicates exprs recursively.
Builds a balanced output predicate in bottom up approach, by applying binary operator op pair by pair on input predicates exprs recursively. Example: exprs = [a, b, c, d], op = And, returns (a And b) And (c And d) exprs = [a, b, c, d, e, f], op = And, returns ((a And b) And (c And d)) And (e And f)
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- PredicateHelper
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def
canBroadcastBySize(plan: LogicalPlan, conf: SQLConf): Boolean
Matches a plan whose output should be small enough to be used in broadcast join.
Matches a plan whose output should be small enough to be used in broadcast join.
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- JoinSelectionHelper
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def
canBuildBroadcastLeft(joinType: JoinType): Boolean
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- JoinSelectionHelper
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def
canBuildBroadcastRight(joinType: JoinType): Boolean
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- JoinSelectionHelper
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def
canBuildShuffledHashJoinLeft(joinType: JoinType): Boolean
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- JoinSelectionHelper
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def
canBuildShuffledHashJoinRight(joinType: JoinType): Boolean
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- JoinSelectionHelper
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def
canEvaluate(expr: Expression, plan: LogicalPlan): Boolean
Returns true if
exprcan be evaluated using only the output ofplan.Returns true if
exprcan be evaluated using only the output ofplan. This method can be used to determine when it is acceptable to move expression evaluation within a query plan.For example consider a join between two relations R(a, b) and S(c, d).
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canEvaluate(EqualTo(a,b), R)returnstrue-canEvaluate(EqualTo(a,c), R)returnsfalse-canEvaluate(Literal(1), R)returnstrueas literals CAN be evaluated on any plan- Attributes
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- PredicateHelper
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def
canEvaluateWithinJoin(expr: Expression): Boolean
Returns true iff
exprcould be evaluated as a condition within join.Returns true iff
exprcould be evaluated as a condition within join.- Attributes
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- PredicateHelper
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def
canPlanAsBroadcastHashJoin(join: Join, conf: SQLConf): Boolean
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- JoinSelectionHelper
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def
canPruneLeft(joinType: JoinType): Boolean
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- JoinSelectionHelper
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def
canPruneRight(joinType: JoinType): Boolean
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def
clone(): AnyRef
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final
def
eq(arg0: AnyRef): Boolean
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def
equals(arg0: Any): Boolean
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def
extractPredicatesWithinOutputSet(condition: Expression, outputSet: AttributeSet): Option[Expression]
Returns a filter that its reference is a subset of
outputSetand it contains the maximum constraints fromcondition.Returns a filter that its reference is a subset of
outputSetand it contains the maximum constraints fromcondition. This is used for predicate pushdown. When there is no such filter,Noneis returned.- Attributes
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def
findExpressionAndTrackLineageDown(exp: Expression, plan: LogicalPlan): Option[(Expression, LogicalPlan)]
Find the origin of where the input references of expression exp were scanned in the tree of plan, and if they originate from a single leaf node.
Find the origin of where the input references of expression exp were scanned in the tree of plan, and if they originate from a single leaf node. Returns optional tuple with Expression, undoing any projections and aliasing that has been done along the way from plan to origin, and the origin LeafNode plan from which all the exp
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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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def
getBroadcastBuildSide(left: LogicalPlan, right: LogicalPlan, joinType: JoinType, hint: JoinHint, hintOnly: Boolean, conf: SQLConf): Option[BuildSide]
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final
def
getClass(): Class[_]
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def
getShuffleHashJoinBuildSide(left: LogicalPlan, right: LogicalPlan, joinType: JoinType, hint: JoinHint, hintOnly: Boolean, conf: SQLConf): Option[BuildSide]
- Definition Classes
- JoinSelectionHelper
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def
getSmallerSide(left: LogicalPlan, right: LogicalPlan): BuildSide
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- JoinSelectionHelper
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def
hashCode(): Int
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def
hintToBroadcastLeft(hint: JoinHint): Boolean
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- JoinSelectionHelper
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def
hintToBroadcastRight(hint: JoinHint): Boolean
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- JoinSelectionHelper
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def
hintToNotBroadcastLeft(hint: JoinHint): Boolean
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- JoinSelectionHelper
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def
hintToNotBroadcastRight(hint: JoinHint): Boolean
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- JoinSelectionHelper
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def
hintToPreferShuffleHashJoin(hint: JoinHint): Boolean
- Definition Classes
- JoinSelectionHelper
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def
hintToPreferShuffleHashJoinLeft(hint: JoinHint): Boolean
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- JoinSelectionHelper
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def
hintToPreferShuffleHashJoinRight(hint: JoinHint): Boolean
- Definition Classes
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def
hintToShuffleHashJoin(hint: JoinHint): Boolean
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- JoinSelectionHelper
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def
hintToShuffleHashJoinLeft(hint: JoinHint): Boolean
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- JoinSelectionHelper
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def
hintToShuffleHashJoinRight(hint: JoinHint): Boolean
- Definition Classes
- JoinSelectionHelper
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def
hintToShuffleReplicateNL(hint: JoinHint): Boolean
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- JoinSelectionHelper
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def
hintToSortMergeJoin(hint: JoinHint): Boolean
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- JoinSelectionHelper
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def
initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
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def
initializeLogIfNecessary(isInterpreter: Boolean): Unit
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isInstanceOf[T0]: Boolean
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def
isLikelySelective(e: Expression): Boolean
Returns whether an expression is likely to be selective
Returns whether an expression is likely to be selective
- Definition Classes
- PredicateHelper
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def
isNullIntolerant(expr: Expression): Boolean
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- PredicateHelper
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def
isTraceEnabled(): Boolean
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def
log: Logger
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def
logDebug(msg: ⇒ String, throwable: Throwable): Unit
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def
logDebug(msg: ⇒ String): Unit
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def
logError(msg: ⇒ String, throwable: Throwable): Unit
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def
logError(msg: ⇒ String): Unit
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def
logInfo(msg: ⇒ String, throwable: Throwable): Unit
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logInfo(msg: ⇒ String): Unit
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logName: String
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logTrace(msg: ⇒ String, throwable: Throwable): Unit
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logTrace(msg: ⇒ String): Unit
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logWarning(msg: ⇒ String, throwable: Throwable): Unit
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logWarning(msg: ⇒ String): Unit
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ne(arg0: AnyRef): Boolean
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notify(): Unit
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notifyAll(): Unit
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def
outputWithNullability(output: Seq[Attribute], nonNullAttrExprIds: Seq[ExprId]): Seq[Attribute]
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- PredicateHelper
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def
replaceAlias(expr: Expression, aliasMap: AttributeMap[Alias]): Expression
Replace all attributes, that reference an alias, with the aliased expression
Replace all attributes, that reference an alias, with the aliased expression
- Attributes
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- Definition Classes
- AliasHelper
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def
replaceAliasButKeepName(expr: NamedExpression, aliasMap: AttributeMap[Alias]): NamedExpression
Replace all attributes, that reference an alias, with the aliased expression, but keep the name of the outermost attribute.
Replace all attributes, that reference an alias, with the aliased expression, but keep the name of the outermost attribute.
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- AliasHelper
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def
splitConjunctivePredicates(condition: Expression): Seq[Expression]
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- PredicateHelper
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def
splitDisjunctivePredicates(condition: Expression): Seq[Expression]
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def
synchronized[T0](arg0: ⇒ T0): T0
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def
toString(): String
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def
trimAliases(e: Expression): Expression
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- AliasHelper
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def
trimNonTopLevelAliases[T <: Expression](e: T): T
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- AliasHelper
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def
unapply(join: Join): Option[ReturnType]
See.
See. [SPARK-32290] LeftAnti(condition: Or(EqualTo(a=b), IsNull(EqualTo(a=b))) will almost certainly be planned as a Broadcast Nested Loop join, which is very time consuming because it's an O(M*N) calculation. But if it's a single column case O(M*N) calculation could be optimized into O(M) using hash lookup instead of loop lookup.
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final
def
wait(arg0: Long, arg1: Int): Unit
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def
wait(arg0: Long): Unit
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def
wait(): Unit
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