Class

org.apache.spark.sql.execution

FlatMapGroupsInRExec

Related Doc: package execution

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case class FlatMapGroupsInRExec(func: Array[Byte], packageNames: Array[Byte], broadcastVars: Array[Broadcast[AnyRef]], inputSchema: StructType, outputSchema: StructType, keyDeserializer: Expression, valueDeserializer: Expression, groupingAttributes: Seq[Attribute], dataAttributes: Seq[Attribute], outputObjAttr: Attribute, child: SparkPlan) extends SparkPlan with UnaryExecNode with ObjectProducerExec with Product with Serializable

Groups the input rows together and calls the R function with each group and an iterator containing all elements in the group. The result of this function is flattened before being output.

Linear Supertypes
ObjectProducerExec, UnaryExecNode, SparkPlan, Serializable, Serializable, Logging, QueryPlan[SparkPlan], TreeNode[SparkPlan], Product, Equals, AnyRef, Any
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Inherited
  1. FlatMapGroupsInRExec
  2. ObjectProducerExec
  3. UnaryExecNode
  4. SparkPlan
  5. Serializable
  6. Serializable
  7. Logging
  8. QueryPlan
  9. TreeNode
  10. Product
  11. Equals
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new FlatMapGroupsInRExec(func: Array[Byte], packageNames: Array[Byte], broadcastVars: Array[Broadcast[AnyRef]], inputSchema: StructType, outputSchema: StructType, keyDeserializer: Expression, valueDeserializer: Expression, groupingAttributes: Seq[Attribute], dataAttributes: Seq[Attribute], outputObjAttr: Attribute, child: SparkPlan)

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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. lazy val allAttributes: AttributeSeq

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    Definition Classes
    QueryPlan
  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. val broadcastVars: Array[Broadcast[AnyRef]]

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  10. lazy val canonicalized: SparkPlan

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    Attributes
    protected
    Definition Classes
    QueryPlan
  11. val child: SparkPlan

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    Definition Classes
    FlatMapGroupsInRExecUnaryExecNode
  12. def children: Seq[SparkPlan]

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    Definition Classes
    UnaryExecNode → TreeNode
  13. lazy val cleanArgs: Seq[Any]

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    Attributes
    protected
    Definition Classes
    QueryPlan
  14. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  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. def collectLeaves(): Seq[SparkPlan]

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    Definition Classes
    TreeNode
  18. lazy val constraints: ExpressionSet

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

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    Definition Classes
    TreeNode
  20. val dataAttributes: Seq[Attribute]

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  21. 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
    FlatMapGroupsInRExecSparkPlan
  22. def doExecuteBroadcast[T](): Broadcast[T]

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    Overridden by concrete implementations of SparkPlan.

    Overridden by concrete implementations of SparkPlan. Produces the result of the query as a broadcast variable.

    Attributes
    protected[org.apache.spark.sql]
    Definition Classes
    SparkPlan
  23. 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.

    This will only be called once, protected by this.

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

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

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    Returns the result of this query as an RDD[InternalRow] by delegating to doExecute after preparations.

    Returns the result of this query as an RDD[InternalRow] by delegating to doExecute after preparations.

    Concrete implementations of SparkPlan should override doExecute.

    Definition Classes
    SparkPlan
  26. final def executeBroadcast[T](): Broadcast[T]

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    Returns the result of this query as a broadcast variable by delegating to doExecuteBroadcast after preparations.

    Returns the result of this query as a broadcast variable by delegating to doExecuteBroadcast after preparations.

    Concrete implementations of SparkPlan should override doExecuteBroadcast.

    Definition Classes
    SparkPlan
  27. def executeCollect(): Array[InternalRow]

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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
  28. def executeCollectPublic(): Array[Row]

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    Runs this query returning the result as an array, using external Row format.

    Runs this query returning the result as an array, using external Row format.

    Definition Classes
    SparkPlan
  29. final def executeQuery[T](query: ⇒ T): T

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    Execute a query after preparing the query and adding query plan information to created RDDs for visualization.

    Execute a query after preparing the query and adding query plan information to created RDDs for visualization.

    Attributes
    protected
    Definition Classes
    SparkPlan
  30. def executeTake(n: Int): Array[InternalRow]

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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
  31. def executeToIterator(): Iterator[InternalRow]

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    Runs this query returning the result as an iterator of InternalRow.

    Runs this query returning the result as an iterator of InternalRow.

    Note: this will trigger multiple jobs (one for each partition).

    Definition Classes
    SparkPlan
  32. final def expressions: Seq[Expression]

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

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    Definition Classes
    TreeNode
  34. def finalize(): Unit

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

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

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

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

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    Definition Classes
    TreeNode
  39. val func: Array[Byte]

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  40. def generateTreeString(depth: Int, lastChildren: Seq[Boolean], builder: StringBuilder, verbose: Boolean, prefix: String): StringBuilder

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    Definition Classes
    TreeNode
  41. final def getClass(): Class[_]

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

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    Attributes
    protected
    Definition Classes
    TreeNode
  43. def getRelevantConstraints(constraints: Set[Expression]): Set[Expression]

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    Attributes
    protected
    Definition Classes
    QueryPlan
  44. val groupingAttributes: Seq[Attribute]

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  45. def hashCode(): Int

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    Definition Classes
    TreeNode → AnyRef → Any
  46. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  47. def innerChildren: Seq[QueryPlan[_]]

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    Attributes
    protected
    Definition Classes
    QueryPlan → TreeNode
  48. val inputSchema: StructType

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  49. def inputSet: AttributeSet

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    Definition Classes
    QueryPlan
  50. final def isDebugEnabled: Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  51. final def isInfoEnabled: Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  52. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  53. final def isTraceEnabled: Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  54. def jsonFields: List[JField]

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    Attributes
    protected
    Definition Classes
    TreeNode
  55. val keyDeserializer: Expression

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  56. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  63. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  68. def longMetric(name: String): SQLMetric

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    Return a LongSQLMetric according to the name.

    Return a LongSQLMetric according to the name.

    Definition Classes
    SparkPlan
  69. def makeCopy(newArgs: Array[AnyRef]): SparkPlan

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    Overridden make copy also propagates sqlContext to copied plan.

    Overridden make copy also propagates sqlContext to copied plan.

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

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

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    Definition Classes
    TreeNode
  72. def mapProductIterator[B](f: (Any) ⇒ B)(implicit arg0: ClassTag[B]): Array[B]

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    Attributes
    protected
    Definition Classes
    TreeNode
  73. def metadata: Map[String, String]

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    Return all metadata that describes more details of this SparkPlan.

    Return all metadata that describes more details of this SparkPlan.

    Definition Classes
    SparkPlan
  74. def metrics: Map[String, SQLMetric]

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    Return all metrics containing metrics of this SparkPlan.

    Return all metrics containing metrics of this SparkPlan.

    Definition Classes
    SparkPlan
  75. def missingInput: AttributeSet

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

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    Definition Classes
    AnyRef
  77. def newMutableProjection(expressions: Seq[Expression], inputSchema: Seq[Attribute], useSubexprElimination: Boolean = false): MutableProjection

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    Attributes
    protected
    Definition Classes
    SparkPlan
  78. 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
  79. def newOrdering(order: Seq[SortOrder], inputSchema: Seq[Attribute]): Ordering[InternalRow]

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

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    Attributes
    protected
    Definition Classes
    SparkPlan
  81. def nodeName: String

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

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

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    Definition Classes
    AnyRef
  84. def numberedTreeString: String

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    Definition Classes
    TreeNode
  85. val origin: Origin

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

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

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    Definition Classes
    FlatMapGroupsInRExecObjectProducerExec → QueryPlan
  88. val outputObjAttr: Attribute

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  89. def outputObjectType: DataType

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    Definition Classes
    ObjectProducerExec
  90. 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
  91. 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
    UnaryExecNodeSparkPlan
  92. val outputSchema: StructType

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  93. def outputSet: AttributeSet

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    Definition Classes
    QueryPlan
  94. val packageNames: Array[Byte]

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  95. final def prepare(): Unit

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    Prepare a SparkPlan for execution.

    Prepare a SparkPlan for execution. It's idempotent.

    Definition Classes
    SparkPlan
  96. def prepareSubqueries(): Unit

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    Finds scalar subquery expressions in this plan node and starts evaluating them.

    Finds scalar subquery expressions in this plan node and starts evaluating them. The list of subqueries are added to subqueryResults.

    Attributes
    protected
    Definition Classes
    SparkPlan
  97. def prettyJson: String

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    Definition Classes
    TreeNode
  98. def printSchema(): Unit

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    Definition Classes
    QueryPlan
  99. def producedAttributes: AttributeSet

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    Definition Classes
    FlatMapGroupsInRExecObjectProducerExec → QueryPlan
  100. def references: AttributeSet

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    Definition Classes
    QueryPlan
  101. def requiredChildDistribution: Seq[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
    FlatMapGroupsInRExecSparkPlan
  102. 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
    FlatMapGroupsInRExecSparkPlan
  103. def resetMetrics(): Unit

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    Reset all the metrics.

    Reset all the metrics.

    Definition Classes
    SparkPlan
  104. def sameResult(plan: SparkPlan): Boolean

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    Definition Classes
    QueryPlan
  105. lazy val schema: StructType

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    Definition Classes
    QueryPlan
  106. def schemaString: String

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    Definition Classes
    QueryPlan
  107. def simpleString: String

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    Definition Classes
    QueryPlan → TreeNode
  108. def sparkContext: SparkContext

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    Attributes
    protected
    Definition Classes
    SparkPlan
  109. 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.

    Definition Classes
    SparkPlan
  110. def statePrefix: String

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

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    Attributes
    protected
    Definition Classes
    TreeNode
  112. val subexpressionEliminationEnabled: Boolean

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    Definition Classes
    SparkPlan
  113. def subqueries: Seq[SparkPlan]

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    Definition Classes
    QueryPlan
  114. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  115. def toJSON: String

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    Definition Classes
    TreeNode
  116. def toString(): String

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

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

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

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

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

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

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

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

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    Definition Classes
    TreeNode
  125. def treeString(verbose: Boolean): String

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    Definition Classes
    TreeNode
  126. def treeString: String

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    Definition Classes
    TreeNode
  127. def validConstraints: Set[Expression]

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    Attributes
    protected
    Definition Classes
    QueryPlan
  128. val valueDeserializer: Expression

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  129. def verboseString: String

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    Definition Classes
    QueryPlan → TreeNode
  130. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  133. def waitForSubqueries(): Unit

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    Blocks the thread until all subqueries finish evaluation and update the results.

    Blocks the thread until all subqueries finish evaluation and update the results.

    Attributes
    protected
    Definition Classes
    SparkPlan
  134. def withNewChildren(newChildren: Seq[SparkPlan]): SparkPlan

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    Definition Classes
    TreeNode

Inherited from ObjectProducerExec

Inherited from UnaryExecNode

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