object DataSourceStrategy extends Strategy with Logging with CastSupport with PredicateHelper with SQLConfHelper
A Strategy for planning scans over data sources defined using the sources API.
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- def apply(plan: LogicalPlan): Seq[SparkPlan]
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- DataSourceStrategy → GenericStrategy
- 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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- def cast(child: Expression, dataType: DataType): Cast
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- def conf: SQLConf
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- def equals(arg0: AnyRef): Boolean
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- def extractPredicatesWithinOutputSet(condition: Expression, outputSet: AttributeSet): Option[Expression]
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- def finalize(): Unit
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- def findExpressionAndTrackLineageDown(exp: Expression, plan: LogicalPlan): Option[(Expression, LogicalPlan)]
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- PredicateHelper
- def getAliasMap(exprs: Seq[NamedExpression]): AttributeMap[Alias]
- Attributes
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- AliasHelper
- def getAliasMap(plan: Aggregate): AttributeMap[Alias]
- Attributes
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- AliasHelper
- def getAliasMap(plan: Project): AttributeMap[Alias]
- Attributes
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- AliasHelper
- final def getClass(): Class[_ <: AnyRef]
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- @native()
- def getPushedDownFilters(partitionColumns: Seq[Expression], normalizedFilters: Seq[Expression]): ExpressionSet
- def hashCode(): Int
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- def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
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- def initializeLogIfNecessary(isInterpreter: Boolean): Unit
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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 logName: String
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- final def ne(arg0: AnyRef): Boolean
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- def normalizeExprs(exprs: Seq[Expression], attributes: Seq[Attribute]): Seq[Expression]
The attribute name may differ from the one in the schema if the query analyzer is case insensitive.
The attribute name may differ from the one in the schema if the query analyzer is case insensitive. We should change attribute names to match the ones in the schema, so we do not need to worry about case sensitivity anymore.
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- protected[sql]
- final def notify(): Unit
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- def outputWithNullability(output: Seq[Attribute], nonNullAttrExprIds: Seq[ExprId]): Seq[Attribute]
- Attributes
- protected
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- PredicateHelper
- def planLater(plan: LogicalPlan): SparkPlan
- Attributes
- protected
- Definition Classes
- SparkStrategy → GenericStrategy
- def rebuildExpressionFromFilter(filter: Filter, translatedFilterToExpr: HashMap[Filter, Expression]): Expression
- Attributes
- protected[sql]
- def replaceAlias(expr: Expression, aliasMap: AttributeMap[Alias]): Expression
- Attributes
- protected
- Definition Classes
- AliasHelper
- def replaceAliasButKeepName(expr: NamedExpression, aliasMap: AttributeMap[Alias]): NamedExpression
- Attributes
- protected
- Definition Classes
- AliasHelper
- def selectFilters(relation: BaseRelation, predicates: Seq[Expression]): (Seq[Expression], Seq[Filter], Set[Filter])
Selects Catalyst predicate Expressions which are convertible into data source Filters and can be handled by
relation
.Selects Catalyst predicate Expressions which are convertible into data source Filters and can be handled by
relation
.- returns
A triplet of
Seq[Expression]
,Seq[Filter]
, andSeq[Filter]
. The first element contains all Catalyst predicate Expressions that are either not convertible or cannot be handled byrelation
. The second element contains all converted data source Filters that will be pushed down to the data source. The third element contains all Filters that are completely filtered at the DataSource.
- Attributes
- protected[sql]
- def splitConjunctivePredicates(condition: Expression): Seq[Expression]
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- protected
- Definition Classes
- PredicateHelper
- def splitDisjunctivePredicates(condition: Expression): Seq[Expression]
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- protected
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- PredicateHelper
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- def toString(): String
- Definition Classes
- AnyRef → Any
- def translateAggregation(aggregates: Seq[AggregateExpression], groupBy: Seq[Expression]): Option[Aggregation]
Translate aggregate expressions and group by expressions.
Translate aggregate expressions and group by expressions.
- returns
translated aggregation.
- Attributes
- protected[sql]
- def translateFilter(predicate: Expression, supportNestedPredicatePushdown: Boolean): Option[Filter]
Tries to translate a Catalyst Expression into data source Filter.
Tries to translate a Catalyst Expression into data source Filter.
- returns
a
Some[Filter]
if the input Expression is convertible, otherwise aNone
.
- Attributes
- protected[sql]
- def translateFilterWithMapping(predicate: Expression, translatedFilterToExpr: Option[HashMap[Filter, Expression]], nestedPredicatePushdownEnabled: Boolean): Option[Filter]
Tries to translate a Catalyst Expression into data source Filter.
Tries to translate a Catalyst Expression into data source Filter.
- predicate
The input Expression to be translated as Filter
- translatedFilterToExpr
An optional map from leaf node filter expressions to its translated Filter. The map is used for rebuilding Expression from Filter.
- nestedPredicatePushdownEnabled
Whether nested predicate pushdown is enabled.
- returns
a
Some[Filter]
if the input Expression is convertible, otherwise aNone
.
- Attributes
- protected[sql]
- def translateSortOrders(sortOrders: Seq[SortOrder]): Seq[SortOrder]
- Attributes
- protected[sql]
- def trimAliases(e: Expression): Expression
- Attributes
- protected
- Definition Classes
- AliasHelper
- def trimNonTopLevelAliases[T <: Expression](e: T): T
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- final def wait(): Unit
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Inherited from SQLConfHelper
Value Members
- def conf: SQLConf
- Definition Classes
- SQLConfHelper
Inherited from PredicateHelper
Value Members
- def buildBalancedPredicate(expressions: Seq[Expression], op: (Expression, Expression) => Expression): Expression
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def canEvaluate(expr: Expression, plan: LogicalPlan): Boolean
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def canEvaluateWithinJoin(expr: Expression): Boolean
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def extractPredicatesWithinOutputSet(condition: Expression, outputSet: AttributeSet): Option[Expression]
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def findExpressionAndTrackLineageDown(exp: Expression, plan: LogicalPlan): Option[(Expression, LogicalPlan)]
- Definition Classes
- PredicateHelper
- def isLikelySelective(e: Expression): Boolean
- Definition Classes
- PredicateHelper
- def isNullIntolerant(expr: Expression): Boolean
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def outputWithNullability(output: Seq[Attribute], nonNullAttrExprIds: Seq[ExprId]): Seq[Attribute]
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def splitConjunctivePredicates(condition: Expression): Seq[Expression]
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def splitDisjunctivePredicates(condition: Expression): Seq[Expression]
- Attributes
- protected
- Definition Classes
- PredicateHelper
Inherited from AliasHelper
Value Members
- def getAliasMap(exprs: Seq[NamedExpression]): AttributeMap[Alias]
- Attributes
- protected
- Definition Classes
- AliasHelper
- def getAliasMap(plan: Aggregate): AttributeMap[Alias]
- Attributes
- protected
- Definition Classes
- AliasHelper
- def getAliasMap(plan: Project): AttributeMap[Alias]
- Attributes
- protected
- Definition Classes
- AliasHelper
- def replaceAlias(expr: Expression, aliasMap: AttributeMap[Alias]): Expression
- Attributes
- protected
- Definition Classes
- AliasHelper
- def replaceAliasButKeepName(expr: NamedExpression, aliasMap: AttributeMap[Alias]): NamedExpression
- Attributes
- protected
- Definition Classes
- AliasHelper
- def trimAliases(e: Expression): Expression
- Attributes
- protected
- Definition Classes
- AliasHelper
- def trimNonTopLevelAliases[T <: Expression](e: T): T
- Attributes
- protected
- Definition Classes
- AliasHelper
Inherited from CastSupport
Value Members
- def cast(child: Expression, dataType: DataType): Cast
- Definition Classes
- CastSupport
Inherited from SparkStrategy
Value Members
- def planLater(plan: LogicalPlan): SparkPlan
- Attributes
- protected
- Definition Classes
- SparkStrategy → GenericStrategy
Inherited from Logging
Value Members
- def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
- Attributes
- protected
- Definition Classes
- Logging
- def initializeLogIfNecessary(isInterpreter: Boolean): Unit
- Attributes
- protected
- Definition Classes
- Logging
- def isTraceEnabled(): Boolean
- Attributes
- protected
- Definition Classes
- Logging
- def log: Logger
- Attributes
- protected
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- Logging
- def logDebug(msg: => String, throwable: Throwable): Unit
- Attributes
- protected
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- Logging
- def logDebug(msg: => String): Unit
- Attributes
- protected
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- Logging
- def logError(msg: => String, throwable: Throwable): Unit
- Attributes
- protected
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- Logging
- def logError(msg: => String): Unit
- Attributes
- protected
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- Logging
- def logInfo(msg: => String, throwable: Throwable): Unit
- Attributes
- protected
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- Logging
- def logInfo(msg: => String): Unit
- Attributes
- protected
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- Logging
- def logName: String
- Attributes
- protected
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- Logging
- def logTrace(msg: => String, throwable: Throwable): Unit
- Attributes
- protected
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- Logging
- def logTrace(msg: => String): Unit
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- Logging
- def logWarning(msg: => String, throwable: Throwable): Unit
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- def logWarning(msg: => String): Unit
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- final def ##: Int
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- AnyRef → Any
- final def ==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- def apply(plan: LogicalPlan): Seq[SparkPlan]
- Definition Classes
- DataSourceStrategy → GenericStrategy
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- def buildBalancedPredicate(expressions: Seq[Expression], op: (Expression, Expression) => Expression): Expression
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def canEvaluate(expr: Expression, plan: LogicalPlan): Boolean
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def canEvaluateWithinJoin(expr: Expression): Boolean
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def cast(child: Expression, dataType: DataType): Cast
- Definition Classes
- CastSupport
- def clone(): AnyRef
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- protected[lang]
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- @throws(classOf[java.lang.CloneNotSupportedException]) @native()
- def conf: SQLConf
- Definition Classes
- SQLConfHelper
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- def equals(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef → Any
- def extractPredicatesWithinOutputSet(condition: Expression, outputSet: AttributeSet): Option[Expression]
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.Throwable])
- def findExpressionAndTrackLineageDown(exp: Expression, plan: LogicalPlan): Option[(Expression, LogicalPlan)]
- Definition Classes
- PredicateHelper
- def getAliasMap(exprs: Seq[NamedExpression]): AttributeMap[Alias]
- Attributes
- protected
- Definition Classes
- AliasHelper
- def getAliasMap(plan: Aggregate): AttributeMap[Alias]
- Attributes
- protected
- Definition Classes
- AliasHelper
- def getAliasMap(plan: Project): AttributeMap[Alias]
- Attributes
- protected
- Definition Classes
- AliasHelper
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
- def getPushedDownFilters(partitionColumns: Seq[Expression], normalizedFilters: Seq[Expression]): ExpressionSet
- def hashCode(): Int
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
- def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
- Attributes
- protected
- Definition Classes
- Logging
- def initializeLogIfNecessary(isInterpreter: Boolean): Unit
- Attributes
- protected
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- Logging
- final def isInstanceOf[T0]: Boolean
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- Any
- def isLikelySelective(e: Expression): Boolean
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- PredicateHelper
- def isNullIntolerant(expr: Expression): Boolean
- Attributes
- protected
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- PredicateHelper
- def isTraceEnabled(): Boolean
- Attributes
- protected
- Definition Classes
- Logging
- def log: Logger
- Attributes
- protected
- Definition Classes
- Logging
- def logDebug(msg: => String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
- def logDebug(msg: => String): Unit
- Attributes
- protected
- Definition Classes
- Logging
- def logError(msg: => String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
- def logError(msg: => String): Unit
- Attributes
- protected
- Definition Classes
- Logging
- def logInfo(msg: => String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
- def logInfo(msg: => String): Unit
- Attributes
- protected
- Definition Classes
- Logging
- def logName: String
- Attributes
- protected
- Definition Classes
- Logging
- def logTrace(msg: => String, throwable: Throwable): Unit
- Attributes
- protected
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- Logging
- def logTrace(msg: => String): Unit
- Attributes
- protected
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- Logging
- def logWarning(msg: => String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
- def logWarning(msg: => String): Unit
- Attributes
- protected
- Definition Classes
- Logging
- final def ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- def normalizeExprs(exprs: Seq[Expression], attributes: Seq[Attribute]): Seq[Expression]
The attribute name may differ from the one in the schema if the query analyzer is case insensitive.
The attribute name may differ from the one in the schema if the query analyzer is case insensitive. We should change attribute names to match the ones in the schema, so we do not need to worry about case sensitivity anymore.
- Attributes
- protected[sql]
- final def notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
- def outputWithNullability(output: Seq[Attribute], nonNullAttrExprIds: Seq[ExprId]): Seq[Attribute]
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def planLater(plan: LogicalPlan): SparkPlan
- Attributes
- protected
- Definition Classes
- SparkStrategy → GenericStrategy
- def rebuildExpressionFromFilter(filter: Filter, translatedFilterToExpr: HashMap[Filter, Expression]): Expression
- Attributes
- protected[sql]
- def replaceAlias(expr: Expression, aliasMap: AttributeMap[Alias]): Expression
- Attributes
- protected
- Definition Classes
- AliasHelper
- def replaceAliasButKeepName(expr: NamedExpression, aliasMap: AttributeMap[Alias]): NamedExpression
- Attributes
- protected
- Definition Classes
- AliasHelper
- def selectFilters(relation: BaseRelation, predicates: Seq[Expression]): (Seq[Expression], Seq[Filter], Set[Filter])
Selects Catalyst predicate Expressions which are convertible into data source Filters and can be handled by
relation
.Selects Catalyst predicate Expressions which are convertible into data source Filters and can be handled by
relation
.- returns
A triplet of
Seq[Expression]
,Seq[Filter]
, andSeq[Filter]
. The first element contains all Catalyst predicate Expressions that are either not convertible or cannot be handled byrelation
. The second element contains all converted data source Filters that will be pushed down to the data source. The third element contains all Filters that are completely filtered at the DataSource.
- Attributes
- protected[sql]
- def splitConjunctivePredicates(condition: Expression): Seq[Expression]
- Attributes
- protected
- Definition Classes
- PredicateHelper
- def splitDisjunctivePredicates(condition: Expression): Seq[Expression]
- Attributes
- protected
- Definition Classes
- PredicateHelper
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- def toString(): String
- Definition Classes
- AnyRef → Any
- def translateAggregation(aggregates: Seq[AggregateExpression], groupBy: Seq[Expression]): Option[Aggregation]
Translate aggregate expressions and group by expressions.
Translate aggregate expressions and group by expressions.
- returns
translated aggregation.
- Attributes
- protected[sql]
- def translateFilter(predicate: Expression, supportNestedPredicatePushdown: Boolean): Option[Filter]
Tries to translate a Catalyst Expression into data source Filter.
Tries to translate a Catalyst Expression into data source Filter.
- returns
a
Some[Filter]
if the input Expression is convertible, otherwise aNone
.
- Attributes
- protected[sql]
- def translateFilterWithMapping(predicate: Expression, translatedFilterToExpr: Option[HashMap[Filter, Expression]], nestedPredicatePushdownEnabled: Boolean): Option[Filter]
Tries to translate a Catalyst Expression into data source Filter.
Tries to translate a Catalyst Expression into data source Filter.
- predicate
The input Expression to be translated as Filter
- translatedFilterToExpr
An optional map from leaf node filter expressions to its translated Filter. The map is used for rebuilding Expression from Filter.
- nestedPredicatePushdownEnabled
Whether nested predicate pushdown is enabled.
- returns
a
Some[Filter]
if the input Expression is convertible, otherwise aNone
.
- Attributes
- protected[sql]
- def translateSortOrders(sortOrders: Seq[SortOrder]): Seq[SortOrder]
- Attributes
- protected[sql]
- def trimAliases(e: Expression): Expression
- Attributes
- protected
- Definition Classes
- AliasHelper
- def trimNonTopLevelAliases[T <: Expression](e: T): T
- Attributes
- protected
- Definition Classes
- AliasHelper
- final def wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException]) @native()