Class

org.apache.spark.sql.execution

GenerateExec

Related Doc: package execution

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case class GenerateExec(generator: Generator, join: Boolean, outer: Boolean, generatorOutput: 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.

generatorOutput

the qualified output attributes of the generator 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
Ordering
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  2. By Inheritance
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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Visibility
  1. Public
  2. All

Instance Constructors

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

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    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.

    generatorOutput

    the qualified output attributes of the generator 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: 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): TreeNode[_]

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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 boundGenerator: Generator

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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
    GenerateExecUnaryExecNode
  12. final 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 cleanExpression(e: Expression): Expression

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    Attributes
    protected
    Definition Classes
    QueryPlan
  15. def clearBroadcasts(removeFromDriver: Boolean = false): Unit

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    Eagerly clear any broadcasts created by this plan execution.

    Eagerly clear any broadcasts created by this plan execution.

    Definition Classes
    SparkPlan
  16. def clone(): AnyRef

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

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

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

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    Definition Classes
    TreeNode
  20. lazy val constraints: ExpressionSet

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

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

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

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

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    Definition Classes
    TreeNode
  35. def finalize(): Unit

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

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

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

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

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

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    Definition Classes
    TreeNode
  41. val generator: Generator

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    the generator expression

  42. val generatorOutput: Seq[Attribute]

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

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

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

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    Attributes
    protected
    Definition Classes
    QueryPlan
  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. def inputSet: AttributeSet

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

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    Definition Classes
    Any
  50. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  51. val join: Boolean

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

  52. def jsonFields: List[JField]

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    Attributes
    protected
    Definition Classes
    TreeNode
  53. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  60. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  65. 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
  66. 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
  67. def map[A](f: (SparkPlan) ⇒ A): Seq[A]

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

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    Definition Classes
    TreeNode
  69. def mapExpressions(f: (Expression) ⇒ Expression): GenerateExec.this.type

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

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    Attributes
    protected
    Definition Classes
    TreeNode
  71. 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
  72. lazy val 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
    GenerateExecSparkPlan
  73. def missingInput: AttributeSet

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

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

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    Attributes
    protected
    Definition Classes
    SparkPlan
  76. 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
  77. def newOrdering(order: Seq[SortOrder], inputSchema: Seq[Attribute]): Ordering[InternalRow]

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

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    Attributes
    protected
    Definition Classes
    SparkPlan
  79. def nodeName: String

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

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

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    Definition Classes
    AnyRef
  82. def numberedTreeString: String

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    Definition Classes
    TreeNode
  83. val origin: Origin

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

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    Attributes
    protected
    Definition Classes
    TreeNode
  85. val outer: Boolean

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    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.

  86. def output: Seq[Attribute]

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    Definition Classes
    GenerateExec → QueryPlan
  87. 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
  88. 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
    GenerateExecSparkPlan
  89. def outputSet: AttributeSet

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

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    Definition Classes
    TreeNode
  91. final def prepare(): Unit

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    Prepare a SparkPlan for execution.

    Prepare a SparkPlan for execution. It's idempotent.

    Definition Classes
    SparkPlan
  92. 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.

    Attributes
    protected
    Definition Classes
    SparkPlan
  93. def prettyJson: String

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    Definition Classes
    TreeNode
  94. def printSchema(): Unit

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    Definition Classes
    QueryPlan
  95. def producedAttributes: AttributeSet

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    Definition Classes
    GenerateExec → QueryPlan
  96. def references: AttributeSet

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    Definition Classes
    QueryPlan
  97. 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
    SparkPlan
  98. 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
  99. def resetMetrics(): Unit

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    Reset all the metrics.

    Reset all the metrics.

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

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    Definition Classes
    QueryPlan
  101. lazy val schema: StructType

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    Definition Classes
    QueryPlan
  102. def schemaString: String

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    Definition Classes
    QueryPlan
  103. def simpleString: String

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    Definition Classes
    QueryPlan → TreeNode
  104. def sparkContext: SparkContext

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    Attributes
    protected
    Definition Classes
    SparkPlan
  105. 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
  106. def statePrefix: String

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

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    Attributes
    protected
    Definition Classes
    TreeNode
  108. val subexpressionEliminationEnabled: Boolean

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

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

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    Definition Classes
    AnyRef
  111. def toJSON: String

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    Definition Classes
    TreeNode
  112. def toString(): String

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

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

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

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

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

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

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

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

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    Definition Classes
    TreeNode
  121. def treeString: String

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

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    Attributes
    protected
    Definition Classes
    QueryPlan
  123. def verboseString: String

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

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  127. 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
  128. def withNewChildren(newChildren: Seq[SparkPlan]): SparkPlan

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    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