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

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

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

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

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

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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, addSuffix: Boolean): StringBuilder

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    QueryPlan → TreeNode
  52. 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
  53. def inputSet: AttributeSet

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

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    Definition Classes
    Any
  55. def isShouldStopRequired: Boolean

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    For optimization to suppress shouldStop() in a loop of WholeStageCodegen.

    For optimization to suppress shouldStop() in a loop of WholeStageCodegen. Returning true means we need to insert shouldStop() into the loop producing rows, if any.

    Definition Classes
    CodegenSupport
  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
    BroadcastHashJoinExecHashJoinBinaryExecNode
  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 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
  75. 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
  76. def map[A](f: (SparkPlan) ⇒ A): Seq[A]

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

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    Definition Classes
    TreeNode
  78. def mapExpressions(f: (Expression) ⇒ Expression): BroadcastHashJoinExec.this.type

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

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    Attributes
    protected
    Definition Classes
    TreeNode
  80. 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
  81. 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
  82. 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
    BroadcastHashJoinExecSparkPlan
  83. def missingInput: AttributeSet

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

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

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    Attributes
    protected
    Definition Classes
    SparkPlan
  86. 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
  87. def newOrdering(order: Seq[SortOrder], inputSchema: Seq[Attribute]): Ordering[InternalRow]

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

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    Attributes
    protected
    Definition Classes
    SparkPlan
  89. def nodeName: String

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

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

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    Definition Classes
    AnyRef
  92. def numberedTreeString: String

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    Definition Classes
    TreeNode
  93. val origin: Origin

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

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

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    Definition Classes
    HashJoin
  96. 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
  97. def outputPartitioning: Partitioning

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    Definition Classes
    HashJoin
  98. def outputSet: AttributeSet

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

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    Definition Classes
    TreeNode
  100. 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
  101. def preCanonicalized: SparkPlan

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

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    Prepare a SparkPlan for execution.

    Prepare a SparkPlan for execution. It's idempotent.

    Definition Classes
    SparkPlan
  103. 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
  104. def prettyJson: String

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    Definition Classes
    TreeNode
  105. def printSchema(): Unit

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    Definition Classes
    QueryPlan
  106. 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
  107. def producedAttributes: AttributeSet

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    Definition Classes
    QueryPlan
  108. def references: AttributeSet

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    Definition Classes
    QueryPlan
  109. 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
  110. 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
  111. def resetMetrics(): Unit

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    Reset all the metrics.

    Reset all the metrics.

    Definition Classes
    SparkPlan
  112. val right: SparkPlan

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    Definition Classes
    BroadcastHashJoinExecHashJoinBinaryExecNode
  113. val rightKeys: Seq[Expression]

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

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    Definition Classes
    QueryPlan
  115. lazy val schema: StructType

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    Definition Classes
    QueryPlan
  116. def schemaString: String

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

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    Definition Classes
    QueryPlan
  118. def shouldStopRequired: Boolean

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    Set to false if this plan consumes all rows produced by children but doesn't output row to buffer by calling append(), so the children don't require shouldStop() in the loop of producing rows.

    Set to false if this plan consumes all rows produced by children but doesn't output row to buffer by calling append(), so the children don't require shouldStop() in the loop of producing rows.

    Attributes
    protected
    Definition Classes
    CodegenSupport
  119. def simpleString: String

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    Definition Classes
    QueryPlan → TreeNode
  120. def sparkContext: SparkContext

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    Attributes
    protected
    Definition Classes
    SparkPlan
  121. 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
  122. def statePrefix: String

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

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

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

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

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    Attributes
    protected
    Definition Classes
    TreeNode
  127. val subexpressionEliminationEnabled: Boolean

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

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    Definition Classes
    QueryPlan
  129. 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
  130. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  131. def toJSON: String

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    Definition Classes
    TreeNode
  132. def toString(): String

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

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

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

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

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

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

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

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

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    Definition Classes
    TreeNode
  141. def treeString: String

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    Definition Classes
    TreeNode
  142. 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
  143. def validConstraints: Set[Expression]

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    Attributes
    protected
    Definition Classes
    QueryPlan
  144. def verboseString: String

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    Definition Classes
    QueryPlan → TreeNode
  145. def verboseStringWithSuffix: String

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

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  149. 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
  150. 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