Class

org.apache.spark.sql.execution

Aggregate

Related Doc: package execution

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case class Aggregate(partial: Boolean, groupingExpressions: Seq[Expression], aggregateExpressions: Seq[NamedExpression], child: SparkPlan) extends SparkPlan with UnaryNode with Product with Serializable

:: DeveloperApi :: Groups input data by groupingExpressions and computes the aggregateExpressions for each group.

partial

if true then aggregation is done partially on local data without shuffling to ensure all values where groupingExpressions are equal are present.

groupingExpressions

expressions that are evaluated to determine grouping.

aggregateExpressions

expressions that are computed for each group.

child

the input data source.

Annotations
@DeveloperApi()
Linear Supertypes
UnaryNode, SparkPlan, Serializable, Serializable, Logging, QueryPlan[SparkPlan], TreeNode[SparkPlan], Product, Equals, AnyRef, Any
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Inherited
  1. Aggregate
  2. UnaryNode
  3. SparkPlan
  4. Serializable
  5. Serializable
  6. Logging
  7. QueryPlan
  8. TreeNode
  9. Product
  10. Equals
  11. AnyRef
  12. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new Aggregate(partial: Boolean, groupingExpressions: Seq[Expression], aggregateExpressions: Seq[NamedExpression], child: SparkPlan)

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    partial

    if true then aggregation is done partially on local data without shuffling to ensure all values where groupingExpressions are equal are present.

    groupingExpressions

    expressions that are evaluated to determine grouping.

    aggregateExpressions

    expressions that are computed for each group.

    child

    the input data source.

Type Members

  1. case class ComputedAggregate(unbound: AggregateExpression1, aggregate: AggregateExpression1, resultAttribute: AttributeReference) extends Product with Serializable

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    An aggregate that needs to be computed for each row in a group.

    An aggregate that needs to be computed for each row in a group.

    unbound

    Unbound version of this aggregate, used for result substitution.

    aggregate

    A bound copy of this aggregate used to create a new aggregation buffer.

    resultAttribute

    An attribute used to refer to the result of this aggregate in the final output.

Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  4. val aggregateExpressions: Seq[NamedExpression]

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    expressions that are computed for each group.

  5. def apply(number: Int): SparkPlan

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    Definition Classes
    TreeNode
  6. def argString: String

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    Definition Classes
    TreeNode
  7. def asCode: String

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    Definition Classes
    TreeNode
  8. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  9. def canProcessSafeRows: Boolean

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    Specifies whether this operator is capable of processing Java-object-based Rows (i.e.

    Specifies whether this operator is capable of processing Java-object-based Rows (i.e. rows that are not UnsafeRows).

    Definition Classes
    SparkPlan
  10. def canProcessUnsafeRows: Boolean

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    Specifies whether this operator is capable of processing UnsafeRows

    Specifies whether this operator is capable of processing UnsafeRows

    Definition Classes
    SparkPlan
  11. val child: SparkPlan

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    the input data source.

    the input data source.

    Definition Classes
    Aggregate → UnaryNode
  12. def children: Seq[SparkPlan]

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    Definition Classes
    UnaryNode → TreeNode
  13. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  14. val codegenEnabled: Boolean

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    Definition Classes
    SparkPlan
  15. def collect[B](pf: PartialFunction[SparkPlan, B]): Seq[B]

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    Definition Classes
    TreeNode
  16. def collectFirst[B](pf: PartialFunction[SparkPlan, B]): Option[B]

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    Definition Classes
    TreeNode
  17. lazy val containsChild: Set[TreeNode[_]]

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    Definition Classes
    TreeNode
  18. def doExecute(): RDD[InternalRow]

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    Overridden by concrete implementations of SparkPlan.

    Overridden by concrete implementations of SparkPlan. Produces the result of the query as an RDD[InternalRow]

    Attributes
    protected
    Definition Classes
    AggregateSparkPlan
  19. def doPrepare(): Unit

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    Overridden by concrete implementations of SparkPlan.

    Overridden by concrete implementations of SparkPlan. It is guaranteed to run before any execute of SparkPlan. This is helpful if we want to set up some state before executing the query, e.g., BroadcastHashJoin uses it to broadcast asynchronously.

    Note: the prepare method has already walked down the tree, so the implementation doesn't need to call children's prepare methods.

    Attributes
    protected
    Definition Classes
    SparkPlan
  20. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  21. final def execute(): RDD[InternalRow]

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    Returns the result of this query as an RDD[InternalRow] by delegating to doExecute after adding query plan information to created RDDs for visualization.

    Returns the result of this query as an RDD[InternalRow] by delegating to doExecute after adding query plan information to created RDDs for visualization. Concrete implementations of SparkPlan should override doExecute instead.

    Definition Classes
    SparkPlan
  22. def executeCollect(): Array[Row]

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    Runs this query returning the result as an array.

    Runs this query returning the result as an array.

    Definition Classes
    SparkPlan
  23. def executeTake(n: Int): Array[Row]

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    Runs this query returning the first n rows as an array.

    Runs this query returning the first n rows as an array.

    This is modeled after RDD.take but never runs any job locally on the driver.

    Definition Classes
    SparkPlan
  24. def expressions: Seq[Expression]

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    Definition Classes
    QueryPlan
  25. def fastEquals(other: TreeNode[_]): Boolean

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    Definition Classes
    TreeNode
  26. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  27. def find(f: (SparkPlan) ⇒ Boolean): Option[SparkPlan]

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    Definition Classes
    TreeNode
  28. def flatMap[A](f: (SparkPlan) ⇒ TraversableOnce[A]): Seq[A]

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    Definition Classes
    TreeNode
  29. def foreach(f: (SparkPlan) ⇒ Unit): Unit

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    Definition Classes
    TreeNode
  30. def foreachUp(f: (SparkPlan) ⇒ Unit): Unit

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    Definition Classes
    TreeNode
  31. def generateTreeString(depth: Int, builder: StringBuilder): StringBuilder

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    Attributes
    protected
    Definition Classes
    TreeNode
  32. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  33. def getNodeNumbered(number: MutableInt): SparkPlan

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    Attributes
    protected
    Definition Classes
    TreeNode
  34. val groupingExpressions: Seq[Expression]

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    expressions that are evaluated to determine grouping.

  35. def inputSet: AttributeSet

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    Definition Classes
    QueryPlan
  36. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  37. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  38. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  39. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  40. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  41. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  42. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  43. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  44. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  45. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  46. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  47. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  48. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  49. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  50. def makeCopy(newArgs: Array[AnyRef]): SparkPlan

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    Overridden make copy also propogates sqlContext to copied plan.

    Overridden make copy also propogates sqlContext to copied plan.

    Definition Classes
    SparkPlan → TreeNode
  51. def map[A](f: (SparkPlan) ⇒ A): Seq[A]

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    Definition Classes
    TreeNode
  52. def mapChildren(f: (SparkPlan) ⇒ SparkPlan): SparkPlan

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    Definition Classes
    TreeNode
  53. def missingInput: AttributeSet

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    Definition Classes
    QueryPlan
  54. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  55. def newMutableProjection(expressions: Seq[Expression], inputSchema: Seq[Attribute]): () ⇒ MutableProjection

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    Attributes
    protected
    Definition Classes
    SparkPlan
  56. def newNaturalAscendingOrdering(dataTypes: Seq[DataType]): Ordering[InternalRow]

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    Creates a row ordering for the given schema, in natural ascending order.

    Creates a row ordering for the given schema, in natural ascending order.

    Attributes
    protected
    Definition Classes
    SparkPlan
  57. def newOrdering(order: Seq[SortOrder], inputSchema: Seq[Attribute]): Ordering[InternalRow]

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    Attributes
    protected
    Definition Classes
    SparkPlan
  58. def newPredicate(expression: Expression, inputSchema: Seq[Attribute]): (InternalRow) ⇒ Boolean

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    Attributes
    protected
    Definition Classes
    SparkPlan
  59. def newProjection(expressions: Seq[Expression], inputSchema: Seq[Attribute]): Projection

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    Attributes
    protected
    Definition Classes
    SparkPlan
  60. def nodeName: String

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    Definition Classes
    TreeNode
  61. final def notify(): Unit

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    Definition Classes
    AnyRef
  62. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  63. def numberedTreeString: String

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    Definition Classes
    TreeNode
  64. val origin: Origin

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    Definition Classes
    TreeNode
  65. def otherCopyArgs: Seq[AnyRef]

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    Attributes
    protected
    Definition Classes
    TreeNode
  66. def output: Seq[Attribute]

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    Definition Classes
    Aggregate → QueryPlan
  67. def outputOrdering: Seq[SortOrder]

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    Specifies how data is ordered in each partition.

    Specifies how data is ordered in each partition.

    Definition Classes
    SparkPlan
  68. def outputPartitioning: Partitioning

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    Specifies how data is partitioned across different nodes in the cluster.

    Specifies how data is partitioned across different nodes in the cluster.

    Definition Classes
    UnaryNode → SparkPlan
  69. def outputSet: AttributeSet

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    Definition Classes
    QueryPlan
  70. def outputsUnsafeRows: Boolean

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    Specifies whether this operator outputs UnsafeRows

    Specifies whether this operator outputs UnsafeRows

    Definition Classes
    SparkPlan
  71. val partial: Boolean

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    if true then aggregation is done partially on local data without shuffling to ensure all values where groupingExpressions are equal are present.

  72. final def prepare(): Unit

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    Prepare a SparkPlan for execution.

    Prepare a SparkPlan for execution. It's idempotent.

    Definition Classes
    SparkPlan
  73. def printSchema(): Unit

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    Definition Classes
    QueryPlan
  74. def references: AttributeSet

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    Definition Classes
    QueryPlan
  75. def requiredChildDistribution: List[Distribution]

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    Specifies any partition requirements on the input data for this operator.

    Specifies any partition requirements on the input data for this operator.

    Definition Classes
    AggregateSparkPlan
  76. def requiredChildOrdering: Seq[Seq[SortOrder]]

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    Specifies sort order for each partition requirements on the input data for this operator.

    Specifies sort order for each partition requirements on the input data for this operator.

    Definition Classes
    SparkPlan
  77. lazy val schema: StructType

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    Definition Classes
    QueryPlan
  78. def schemaString: String

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    Definition Classes
    QueryPlan
  79. def simpleString: String

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    Definition Classes
    QueryPlan → TreeNode
  80. def sparkContext: SparkContext

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    Attributes
    protected
    Definition Classes
    SparkPlan
  81. final val sqlContext: SQLContext

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    A handle to the SQL Context that was used to create this plan.

    A handle to the SQL Context that was used to create this plan. Since many operators need access to the sqlContext for RDD operations or configuration this field is automatically populated by the query planning infrastructure.

    Attributes
    protected[org.apache.spark]
    Definition Classes
    SparkPlan
  82. def statePrefix: String

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    Attributes
    protected
    Definition Classes
    QueryPlan
  83. def stringArgs: Iterator[Any]

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    Attributes
    protected
    Definition Classes
    TreeNode
  84. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  85. def toString(): String

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    Definition Classes
    TreeNode → AnyRef → Any
  86. def transform(rule: PartialFunction[SparkPlan, SparkPlan]): SparkPlan

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    Definition Classes
    TreeNode
  87. def transformAllExpressions(rule: PartialFunction[Expression, Expression]): Aggregate.this.type

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    Definition Classes
    QueryPlan
  88. def transformChildren(rule: PartialFunction[SparkPlan, SparkPlan], nextOperation: (SparkPlan, PartialFunction[SparkPlan, SparkPlan]) ⇒ SparkPlan): SparkPlan

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    Attributes
    protected
    Definition Classes
    TreeNode
  89. def transformDown(rule: PartialFunction[SparkPlan, SparkPlan]): SparkPlan

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    Definition Classes
    TreeNode
  90. def transformExpressions(rule: PartialFunction[Expression, Expression]): Aggregate.this.type

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    Definition Classes
    QueryPlan
  91. def transformExpressionsDown(rule: PartialFunction[Expression, Expression]): Aggregate.this.type

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    Definition Classes
    QueryPlan
  92. def transformExpressionsUp(rule: PartialFunction[Expression, Expression]): Aggregate.this.type

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    Definition Classes
    QueryPlan
  93. def transformUp(rule: PartialFunction[SparkPlan, SparkPlan]): SparkPlan

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    Definition Classes
    TreeNode
  94. def treeString: String

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    Definition Classes
    TreeNode
  95. val unsafeEnabled: Boolean

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    Definition Classes
    SparkPlan
  96. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  97. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  98. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  99. def withNewChildren(newChildren: Seq[SparkPlan]): SparkPlan

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    Definition Classes
    TreeNode

Inherited from UnaryNode

Inherited from SparkPlan

Inherited from Serializable

Inherited from Serializable

Inherited from Logging

Inherited from QueryPlan[SparkPlan]

Inherited from TreeNode[SparkPlan]

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped