org.apache.spark.sql.execution

FlatMapGroupsInRExec

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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  1. Public
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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)

Value Members

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

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

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

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

    Definition Classes
    Any
  6. lazy val allAttributes: AttributeSeq

    Definition Classes
    QueryPlan
  7. def apply(number: Int): TreeNode[_]

    Definition Classes
    TreeNode
  8. def argString: String

    Definition Classes
    TreeNode
  9. def asCode: String

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

    Definition Classes
    Any
  11. val broadcastVars: Array[Broadcast[AnyRef]]

  12. lazy val canonicalized: SparkPlan

    Definition Classes
    QueryPlan
  13. val child: SparkPlan

    Definition Classes
    FlatMapGroupsInRExecUnaryExecNode
  14. final def children: Seq[SparkPlan]

    Definition Classes
    UnaryExecNode → TreeNode
  15. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  16. def collect[B](pf: PartialFunction[SparkPlan, B]): Seq[B]

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

    Definition Classes
    TreeNode
  18. def collectLeaves(): Seq[SparkPlan]

    Definition Classes
    TreeNode
  19. lazy val constraints: ExpressionSet

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

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

  22. def doExecute(): RDD[InternalRow]

    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
  23. def doExecuteBroadcast[T](): Broadcast[T]

    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
  24. def doPrepare(): Unit

    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
  25. final def eq(arg0: AnyRef): Boolean

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

    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
  27. final def executeBroadcast[T](): Broadcast[T]

    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
  28. def executeCollect(): Array[InternalRow]

    Runs this query returning the result as an array.

    Runs this query returning the result as an array.

    Definition Classes
    SparkPlan
  29. def executeCollectPublic(): Array[Row]

    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
  30. final def executeQuery[T](query: ⇒ T): T

    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
  31. def executeTake(n: Int): Array[InternalRow]

    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
  32. def executeToIterator(): Iterator[InternalRow]

    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
  33. final def expressions: Seq[Expression]

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

    Definition Classes
    TreeNode
  35. def finalize(): Unit

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

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

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

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

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

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

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

    Definition Classes
    AnyRef → Any
  43. def getRelevantConstraints(constraints: Set[Expression]): Set[Expression]

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

  45. def hashCode(): Int

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

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

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

  49. def inputSet: AttributeSet

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

    Definition Classes
    Any
  51. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging
  52. def jsonFields: List[(String, JValue)]

    Attributes
    protected
    Definition Classes
    TreeNode
  53. val keyDeserializer: Expression

  54. def log: Logger

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

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

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

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

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

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

    Attributes
    protected
    Definition Classes
    Logging
  61. def logName: String

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

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

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

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

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

    Return a LongSQLMetric according to the name.

    Return a LongSQLMetric according to the name.

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

    Overridden make copy also propagates sqlContext to copied plan.

    Overridden make copy also propagates sqlContext to copied plan.

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

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

    Definition Classes
    TreeNode
  70. def mapExpressions(f: (Expression) ⇒ Expression): FlatMapGroupsInRExec.this.type

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

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

    Return all metadata that describes more details of this SparkPlan.

    Return all metadata that describes more details of this SparkPlan.

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

    Return all metrics containing metrics of this SparkPlan.

    Return all metrics containing metrics of this SparkPlan.

    Definition Classes
    SparkPlan
  74. def missingInput: AttributeSet

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

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

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

    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
  78. def newOrdering(order: Seq[SortOrder], inputSchema: Seq[Attribute]): Ordering[InternalRow]

    Attributes
    protected
    Definition Classes
    SparkPlan
  79. def newPredicate(expression: Expression, inputSchema: Seq[Attribute]): Predicate

    Attributes
    protected
    Definition Classes
    SparkPlan
  80. def nodeName: String

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

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

    Definition Classes
    AnyRef
  83. def numberedTreeString: String

    Definition Classes
    TreeNode
  84. val origin: Origin

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

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

    Definition Classes
    FlatMapGroupsInRExecObjectProducerExec → QueryPlan
  87. val outputObjAttr: Attribute

  88. def outputObjectType: DataType

    Definition Classes
    ObjectProducerExec
  89. def outputOrdering: Seq[SortOrder]

    Specifies how data is ordered in each partition.

    Specifies how data is ordered in each partition.

    Definition Classes
    SparkPlan
  90. def outputPartitioning: Partitioning

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

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

    Definition Classes
    FlatMapGroupsInRExecSparkPlan
  91. val outputSchema: StructType

  92. def outputSet: AttributeSet

    Definition Classes
    QueryPlan
  93. def p(number: Int): SparkPlan

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

  95. def preCanonicalized: SparkPlan

    Attributes
    protected
    Definition Classes
    QueryPlan
  96. final def prepare(): Unit

    Prepare a SparkPlan for execution.

    Prepare a SparkPlan for execution. It's idempotent.

    Definition Classes
    SparkPlan
  97. def prepareSubqueries(): Unit

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

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

    Attributes
    protected
    Definition Classes
    SparkPlan
  98. def prettyJson: String

    Definition Classes
    TreeNode
  99. def printSchema(): Unit

    Definition Classes
    QueryPlan
  100. def producedAttributes: AttributeSet

    Definition Classes
    FlatMapGroupsInRExecObjectProducerExec → QueryPlan
  101. def references: AttributeSet

    Definition Classes
    QueryPlan
  102. def requiredChildDistribution: Seq[Distribution]

    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
  103. def requiredChildOrdering: Seq[Seq[SortOrder]]

    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
  104. def resetMetrics(): Unit

    Reset all the metrics.

    Reset all the metrics.

    Definition Classes
    SparkPlan
  105. final def sameResult(other: SparkPlan): Boolean

    Definition Classes
    QueryPlan
  106. lazy val schema: StructType

    Definition Classes
    QueryPlan
  107. def schemaString: String

    Definition Classes
    QueryPlan
  108. final def semanticHash(): Int

    Definition Classes
    QueryPlan
  109. def simpleString: String

    Definition Classes
    QueryPlan → TreeNode
  110. def sparkContext: SparkContext

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

    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
  112. def statePrefix: String

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

    Attributes
    protected
    Definition Classes
    TreeNode
  114. val subexpressionEliminationEnabled: Boolean

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

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

    Definition Classes
    AnyRef
  117. def toJSON: String

    Definition Classes
    TreeNode
  118. def toString(): String

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

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

    Definition Classes
    QueryPlan
  121. def transformDown(rule: PartialFunction[SparkPlan, SparkPlan]): SparkPlan

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

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

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

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

    Definition Classes
    TreeNode
  126. def treeString(verbose: Boolean, addSuffix: Boolean): String

    Definition Classes
    TreeNode
  127. def treeString: String

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

    Attributes
    protected
    Definition Classes
    QueryPlan
  129. val valueDeserializer: Expression

  130. def verboseString: String

    Definition Classes
    QueryPlan → TreeNode
  131. def verboseStringWithSuffix: String

    Definition Classes
    TreeNode
  132. final def wait(): Unit

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

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

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

    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
  136. def withNewChildren(newChildren: Seq[SparkPlan]): SparkPlan

    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