org.apache.spark.sql.execution

GenerateExec

case class GenerateExec(generator: Generator, join: Boolean, outer: Boolean, output: Seq[Attribute], child: SparkPlan) extends SparkPlan with UnaryExecNode with Product with Serializable

Applies a Generator to a stream of input rows, combining the output of each into a new stream of rows. This operation is similar to a flatMap in functional programming with one important additional feature, which allows the input rows to be joined with their output.

generator

the generator expression

join

when true, each output row is implicitly joined with the input tuple that produced it.

outer

when true, each input row will be output at least once, even if the output of the given generator is empty. outer has no effect when join is false.

output

the output attributes of this node, which constructed in analysis phase, and we can not change it, as the parent node bound with it already.

Linear Supertypes
UnaryExecNode, SparkPlan, Serializable, Serializable, Logging, QueryPlan[SparkPlan], TreeNode[SparkPlan], Product, Equals, AnyRef, Any
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Inherited
  1. GenerateExec
  2. UnaryExecNode
  3. SparkPlan
  4. Serializable
  5. Serializable
  6. Logging
  7. QueryPlan
  8. TreeNode
  9. Product
  10. Equals
  11. AnyRef
  12. Any
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  1. Public
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Instance Constructors

  1. new GenerateExec(generator: Generator, join: Boolean, outer: Boolean, output: Seq[Attribute], child: SparkPlan)

    generator

    the generator expression

    join

    when true, each output row is implicitly joined with the input tuple that produced it.

    outer

    when true, each input row will be output at least once, even if the output of the given generator is empty. outer has no effect when join is false.

    output

    the output attributes of this node, which constructed in analysis phase, and we can not change it, as the parent node bound with it already.

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): SparkPlan

    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 boundGenerator: Generator

  12. lazy val canonicalized: SparkPlan

    Attributes
    protected
    Definition Classes
    QueryPlan
  13. val child: SparkPlan

    Definition Classes
    GenerateExec → UnaryExecNode
  14. def children: Seq[SparkPlan]

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

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

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

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

    Definition Classes
    TreeNode
  19. lazy val constraints: ExpressionSet

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

    Definition Classes
    TreeNode
  21. 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
    GenerateExecSparkPlan
  22. 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
  23. 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
  24. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. final def expressions: Seq[Expression]

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

    Definition Classes
    TreeNode
  34. def finalize(): Unit

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

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

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

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

    Definition Classes
    TreeNode
  39. def generateTreeString(depth: Int, lastChildren: Seq[Boolean], builder: StringBuilder, verbose: Boolean, prefix: String): StringBuilder

    Definition Classes
    TreeNode
  40. val generator: Generator

    the generator expression

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

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

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

    Attributes
    protected
    Definition Classes
    QueryPlan
  44. def hashCode(): Int

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

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

    Attributes
    protected
    Definition Classes
    QueryPlan → TreeNode
  47. def inputSet: AttributeSet

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

    Definition Classes
    Any
  49. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging
  50. val join: Boolean

    when true, each output row is implicitly joined with the input tuple that produced it.

  51. def jsonFields: List[(String, JValue)]

    Attributes
    protected
    Definition Classes
    TreeNode
  52. def log: Logger

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

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

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

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

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

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

    Attributes
    protected
    Definition Classes
    Logging
  59. def logName: String

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

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

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

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

    Attributes
    protected
    Definition Classes
    Logging
  64. 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
  65. def map[A](f: (SparkPlan) ⇒ A): Seq[A]

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

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

    Attributes
    protected
    Definition Classes
    TreeNode
  68. def missingInput: AttributeSet

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

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

    Attributes
    protected
    Definition Classes
    SparkPlan
  71. 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
  72. def newOrdering(order: Seq[SortOrder], inputSchema: Seq[Attribute]): Ordering[InternalRow]

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

    Attributes
    protected
    Definition Classes
    SparkPlan
  74. def nodeName: String

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

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

    Definition Classes
    AnyRef
  77. def numberedTreeString: String

    Definition Classes
    TreeNode
  78. val origin: Origin

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

    Attributes
    protected
    Definition Classes
    TreeNode
  80. val outer: Boolean

    when true, each input row will be output at least once, even if the output of the given generator is empty.

    when true, each input row will be output at least once, even if the output of the given generator is empty. outer has no effect when join is false.

  81. val output: Seq[Attribute]

    the output attributes of this node, which constructed in analysis phase, and we can not change it, as the parent node bound with it already.

    the output attributes of this node, which constructed in analysis phase, and we can not change it, as the parent node bound with it already.

    Definition Classes
    GenerateExec → QueryPlan
  82. def outputOrdering: Seq[SortOrder]

    Specifies how data is ordered in each partition.

    Specifies how data is ordered in each partition.

    Definition Classes
    SparkPlan
  83. 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
    UnaryExecNode → SparkPlan
  84. def outputSet: AttributeSet

    Definition Classes
    QueryPlan
  85. final def prepare(): Unit

    Prepare a SparkPlan for execution.

    Prepare a SparkPlan for execution. It's idempotent.

    Definition Classes
    SparkPlan
  86. 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. The list of subqueries are added to subqueryResults.

    Attributes
    protected
    Definition Classes
    SparkPlan
  87. def prettyJson: String

    Definition Classes
    TreeNode
  88. def printSchema(): Unit

    Definition Classes
    QueryPlan
  89. def producedAttributes: AttributeSet

    Definition Classes
    GenerateExec → QueryPlan
  90. def references: AttributeSet

    Definition Classes
    QueryPlan
  91. 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
    SparkPlan
  92. 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
    SparkPlan
  93. def sameResult(plan: SparkPlan): Boolean

    Definition Classes
    QueryPlan
  94. lazy val schema: StructType

    Definition Classes
    QueryPlan
  95. def schemaString: String

    Definition Classes
    QueryPlan
  96. def simpleString: String

    Definition Classes
    QueryPlan → TreeNode
  97. def sparkContext: SparkContext

    Attributes
    protected
    Definition Classes
    SparkPlan
  98. 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
  99. def statePrefix: String

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

    Attributes
    protected
    Definition Classes
    TreeNode
  101. val subexpressionEliminationEnabled: Boolean

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

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

    Definition Classes
    AnyRef
  104. def toJSON: String

    Definition Classes
    TreeNode
  105. def toString(): String

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

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

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

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

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

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

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

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

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

    Definition Classes
    TreeNode
  115. def treeString: String

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

    Attributes
    protected
    Definition Classes
    QueryPlan
  117. def verboseString: String

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

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

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  121. 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
  122. def withNewChildren(newChildren: Seq[SparkPlan]): SparkPlan

    Definition Classes
    TreeNode

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