Class

org.apache.spark.sql.execution.joins

BroadcastHashJoinExec

Related Doc: package joins

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case class BroadcastHashJoinExec(leftKeys: Seq[Expression], rightKeys: Seq[Expression], joinType: JoinType, buildSide: BuildSide, condition: Option[Expression], left: SparkPlan, right: SparkPlan) extends SparkPlan with BinaryExecNode with HashJoin with CodegenSupport with Product with Serializable

Performs an inner hash join of two child relations. When the output RDD of this operator is being constructed, a Spark job is asynchronously started to calculate the values for the broadcast relation. This data is then placed in a Spark broadcast variable. The streamed relation is not shuffled.

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

Instance Constructors

  1. new BroadcastHashJoinExec(leftKeys: Seq[Expression], rightKeys: Seq[Expression], joinType: JoinType, buildSide: BuildSide, condition: Option[Expression], left: SparkPlan, right: 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. lazy val buildKeys: Seq[Expression]

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    Attributes
    protected
    Definition Classes
    HashJoin
  10. lazy val buildPlan: SparkPlan

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    Attributes
    protected
    Definition Classes
    HashJoin
  11. val buildSide: BuildSide

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    Definition Classes
    BroadcastHashJoinExecHashJoin
  12. def buildSideKeyGenerator(): Projection

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    Attributes
    protected
    Definition Classes
    HashJoin
  13. lazy val canonicalized: SparkPlan

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    Attributes
    protected
    Definition Classes
    QueryPlan
  14. def children: Seq[SparkPlan]

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

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    Attributes
    protected
    Definition Classes
    QueryPlan
  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. val condition: Option[Expression]

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    Definition Classes
    BroadcastHashJoinExecHashJoin
  20. lazy val constraints: ExpressionSet

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    Definition Classes
    QueryPlan
  21. final def consume(ctx: CodegenContext, outputVars: Seq[ExprCode], row: String = null): String

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    Consume the generated columns or row from current SparkPlan, call its parent's doConsume().

    Consume the generated columns or row from current SparkPlan, call its parent's doConsume().

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

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    Definition Classes
    TreeNode
  23. def createResultProjection(): (InternalRow) ⇒ InternalRow

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    Attributes
    protected
    Definition Classes
    HashJoin
  24. def doConsume(ctx: CodegenContext, input: Seq[ExprCode], row: ExprCode): String

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    Generate the Java source code to process the rows from child SparkPlan.

    Generate the Java source code to process the rows from child SparkPlan.

    This should be override by subclass to support codegen.

    For example, Filter will generate the code like this:

    # code to evaluate the predicate expression, result is isNull1 and value2 if (isNull1 || !value2) continue; # call consume(), which will call parent.doConsume()

    Note: A plan can either consume the rows as UnsafeRow (row), or a list of variables (input).

    Definition Classes
    BroadcastHashJoinExecCodegenSupport
  25. 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
    BroadcastHashJoinExecSparkPlan
  26. 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
  27. 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
  28. def doProduce(ctx: CodegenContext): String

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    Generate the Java source code to process, should be overridden by subclass to support codegen.

    Generate the Java source code to process, should be overridden by subclass to support codegen.

    doProduce() usually generate the framework, for example, aggregation could generate this:

    if (!initialized) { # create a hash map, then build the aggregation hash map # call child.produce() initialized = true; } while (hashmap.hasNext()) { row = hashmap.next(); # build the aggregation results # create variables for results # call consume(), which will call parent.doConsume() if (shouldStop()) return; }

    Definition Classes
    BroadcastHashJoinExecCodegenSupport
  29. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  30. def evaluateRequiredVariables(attributes: Seq[Attribute], variables: Seq[ExprCode], required: AttributeSet): String

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    Returns source code to evaluate the variables for required attributes, and clear the code of evaluated variables, to prevent them to be evaluated twice.

    Returns source code to evaluate the variables for required attributes, and clear the code of evaluated variables, to prevent them to be evaluated twice.

    Attributes
    protected
    Definition Classes
    CodegenSupport
  31. def evaluateVariables(variables: Seq[ExprCode]): String

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    Returns source code to evaluate all the variables, and clear the code of them, to prevent them to be evaluated twice.

    Returns source code to evaluate all the variables, and clear the code of them, to prevent them to be evaluated twice.

    Attributes
    protected
    Definition Classes
    CodegenSupport
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. final def expressions: Seq[Expression]

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

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    Definition Classes
    TreeNode
  41. def finalize(): Unit

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

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

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

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

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

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    QueryPlan → TreeNode
  53. def inputRDDs(): Seq[RDD[InternalRow]]

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    Returns all the RDDs of InternalRow which generates the input rows.

    Returns all the RDDs of InternalRow which generates the input rows.

    Note: right now we support up to two RDDs.

    Definition Classes
    BroadcastHashJoinExecCodegenSupport
  54. def inputSet: AttributeSet

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

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    Definition Classes
    Any
  56. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  57. def join(streamedIter: Iterator[InternalRow], hashed: HashedRelation, numOutputRows: SQLMetric): Iterator[InternalRow]

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    Attributes
    protected
    Definition Classes
    HashJoin
  58. val joinType: JoinType

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    Definition Classes
    BroadcastHashJoinExecHashJoin
  59. def jsonFields: List[JField]

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    Attributes
    protected
    Definition Classes
    TreeNode
  60. val left: SparkPlan

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    Definition Classes
    BroadcastHashJoinExecHashJoin → BinaryExecNode
  61. val leftKeys: Seq[Expression]

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    Definition Classes
    BroadcastHashJoinExecHashJoin
  62. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  69. def logName: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  74. 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
  75. def map[A](f: (SparkPlan) ⇒ A): Seq[A]

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

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

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    Attributes
    protected
    Definition Classes
    TreeNode
  78. def metricTerm(ctx: CodegenContext, name: String): String

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    Creates a metric using the specified name.

    Creates a metric using the specified name.

    returns

    name of the variable representing the metric

    Definition Classes
    CodegenSupport
  79. def missingInput: AttributeSet

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

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

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    Attributes
    protected
    Definition Classes
    SparkPlan
  82. 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
  83. def newOrdering(order: Seq[SortOrder], inputSchema: Seq[Attribute]): Ordering[InternalRow]

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

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    Attributes
    protected
    Definition Classes
    SparkPlan
  85. def nodeName: String

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

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

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    Definition Classes
    AnyRef
  88. def numberedTreeString: String

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    Definition Classes
    TreeNode
  89. val origin: Origin

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

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

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    Definition Classes
    HashJoin
  92. 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
  93. def outputPartitioning: Partitioning

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    Definition Classes
    HashJoin
  94. def outputSet: AttributeSet

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    Definition Classes
    QueryPlan
  95. var parent: CodegenSupport

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    Which SparkPlan is calling produce() of this one.

    Which SparkPlan is calling produce() of this one. It's itself for the first SparkPlan.

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

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    Prepare a SparkPlan for execution.

    Prepare a SparkPlan for execution. It's idempotent.

    Definition Classes
    SparkPlan
  97. 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
  98. def prettyJson: String

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    Definition Classes
    TreeNode
  99. def printSchema(): Unit

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    Definition Classes
    QueryPlan
  100. final def produce(ctx: CodegenContext, parent: CodegenSupport): String

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    Returns Java source code to process the rows from input RDD.

    Returns Java source code to process the rows from input RDD.

    Definition Classes
    CodegenSupport
  101. def producedAttributes: AttributeSet

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    Definition Classes
    QueryPlan
  102. def references: AttributeSet

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    Definition Classes
    QueryPlan
  103. 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
    BroadcastHashJoinExecSparkPlan
  104. 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
  105. val right: SparkPlan

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    Definition Classes
    BroadcastHashJoinExecHashJoin → BinaryExecNode
  106. val rightKeys: Seq[Expression]

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    Definition Classes
    BroadcastHashJoinExecHashJoin
  107. def sameResult(plan: SparkPlan): Boolean

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    Definition Classes
    QueryPlan
  108. lazy val schema: StructType

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    Definition Classes
    QueryPlan
  109. def schemaString: String

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    Definition Classes
    QueryPlan
  110. def simpleString: String

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    Definition Classes
    QueryPlan → TreeNode
  111. def sparkContext: SparkContext

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    Attributes
    protected
    Definition Classes
    SparkPlan
  112. 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
  113. def statePrefix: String

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    Attributes
    protected
    Definition Classes
    QueryPlan
  114. def streamSideKeyGenerator(): UnsafeProjection

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    Attributes
    protected
    Definition Classes
    HashJoin
  115. lazy val streamedKeys: Seq[Expression]

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    Attributes
    protected
    Definition Classes
    HashJoin
  116. lazy val streamedPlan: SparkPlan

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    Attributes
    protected
    Definition Classes
    HashJoin
  117. def stringArgs: Iterator[Any]

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    Attributes
    protected
    Definition Classes
    TreeNode
  118. val subexpressionEliminationEnabled: Boolean

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

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    Definition Classes
    QueryPlan
  120. def supportCodegen: Boolean

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    Whether this SparkPlan support whole stage codegen or not.

    Whether this SparkPlan support whole stage codegen or not.

    Definition Classes
    CodegenSupport
  121. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  122. def toJSON: String

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    Definition Classes
    TreeNode
  123. def toString(): String

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

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

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

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

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

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

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

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

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

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    Definition Classes
    TreeNode
  133. def treeString: String

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    Definition Classes
    TreeNode
  134. def usedInputs: AttributeSet

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    The subset of inputSet those should be evaluated before this plan.

    The subset of inputSet those should be evaluated before this plan.

    We will use this to insert some code to access those columns that are actually used by current plan before calling doConsume().

    Definition Classes
    CodegenSupport
  135. def validConstraints: Set[Expression]

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    Attributes
    protected
    Definition Classes
    QueryPlan
  136. def verboseString: String

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

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  140. 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
  141. def withNewChildren(newChildren: Seq[SparkPlan]): SparkPlan

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    Definition Classes
    TreeNode

Inherited from CodegenSupport

Inherited from HashJoin

Inherited from BinaryExecNode

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