org.apache.spark.sql.execution.streaming

EventTimeWatermarkExec

case class EventTimeWatermarkExec(eventTime: Attribute, delay: CalendarInterval, child: SparkPlan) extends SparkPlan with Product with Serializable

Used to mark a column as the containing the event time for a given record. In addition to adding appropriate metadata to this column, this operator also tracks the maximum observed event time. Based on the maximum observed time and a user specified delay, we can calculate the watermark after which we assume we will no longer see late records for a particular time period. Note that event time is measured in milliseconds.

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

  1. new EventTimeWatermarkExec(eventTime: Attribute, delay: CalendarInterval, child: SparkPlan)

Value Members

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

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

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

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

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

    Definition Classes
    Any
  6. lazy val allAttributes: AttributeSeq

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

    Definition Classes
    TreeNode
  8. def argString: String

    Definition Classes
    TreeNode
  9. def asCode: String

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

    Definition Classes
    Any
  11. lazy val canonicalized: SparkPlan

    Definition Classes
    QueryPlan
  12. val child: SparkPlan

  13. def children: Seq[SparkPlan]

    Definition Classes
    EventTimeWatermarkExec → TreeNode
  14. def clone(): AnyRef

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

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

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

    Definition Classes
    TreeNode
  18. lazy val constraints: ExpressionSet

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

    Definition Classes
    TreeNode
  20. val delay: CalendarInterval

  21. val delayMs: Long

  22. def doExecute(): RDD[InternalRow]

    Overridden by concrete implementations of SparkPlan.

    Overridden by concrete implementations of SparkPlan. Produces the result of the query as an RDD[InternalRow]

    Attributes
    protected
    Definition Classes
    EventTimeWatermarkExecSparkPlan
  23. def doExecuteBroadcast[T](): Broadcast[T]

    Overridden by concrete implementations of SparkPlan.

    Overridden by concrete implementations of SparkPlan. Produces the result of the query as a broadcast variable.

    Attributes
    protected[org.apache.spark.sql]
    Definition Classes
    SparkPlan
  24. def doPrepare(): Unit

    Overridden by concrete implementations of SparkPlan.

    Overridden by concrete implementations of SparkPlan. It is guaranteed to run before any execute of SparkPlan. This is helpful if we want to set up some state before executing the query, e.g., BroadcastHashJoin uses it to broadcast asynchronously.

    Note: the prepare method has already walked down the tree, so the implementation doesn't need to call children's prepare methods.

    This will only be called once, protected by this.

    Attributes
    protected
    Definition Classes
    SparkPlan
  25. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  26. val eventTime: Attribute

  27. val eventTimeStats: EventTimeStatsAccum

  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. final def expressions: Seq[Expression]

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

    Definition Classes
    TreeNode
  37. def finalize(): Unit

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

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

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

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

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

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

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

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

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

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

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

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

    Definition Classes
    Any
  50. def isTraceEnabled(): Boolean

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

    Return a LongSQLMetric according to the name.

    Return a LongSQLMetric according to the name.

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

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

    Definition Classes
    TreeNode
  68. def mapExpressions(f: (Expression) ⇒ Expression): EventTimeWatermarkExec.this.type

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

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

    Return all metadata that describes more details of this SparkPlan.

    Return all metadata that describes more details of this SparkPlan.

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

    Return all metrics containing metrics of this SparkPlan.

    Return all metrics containing metrics of this SparkPlan.

    Definition Classes
    SparkPlan
  72. def missingInput: AttributeSet

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

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

    Attributes
    protected
    Definition Classes
    SparkPlan
  75. 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
  76. def newOrdering(order: Seq[SortOrder], inputSchema: Seq[Attribute]): Ordering[InternalRow]

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

    Attributes
    protected
    Definition Classes
    SparkPlan
  78. def nodeName: String

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

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

    Definition Classes
    AnyRef
  81. def numberedTreeString: String

    Definition Classes
    TreeNode
  82. val origin: Origin

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

    Attributes
    protected
    Definition Classes
    TreeNode
  84. val output: Seq[Attribute]

    Definition Classes
    EventTimeWatermarkExec → QueryPlan
  85. def outputOrdering: Seq[SortOrder]

    Specifies how data is ordered in each partition.

    Specifies how data is ordered in each partition.

    Definition Classes
    SparkPlan
  86. 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
    SparkPlan
  87. def outputSet: AttributeSet

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

    Definition Classes
    TreeNode
  89. def preCanonicalized: SparkPlan

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

    Prepare a SparkPlan for execution.

    Prepare a SparkPlan for execution. It's idempotent.

    Definition Classes
    SparkPlan
  91. def prepareSubqueries(): Unit

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

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

    Attributes
    protected
    Definition Classes
    SparkPlan
  92. def prettyJson: String

    Definition Classes
    TreeNode
  93. def printSchema(): Unit

    Definition Classes
    QueryPlan
  94. def producedAttributes: AttributeSet

    Definition Classes
    QueryPlan
  95. def references: AttributeSet

    Definition Classes
    QueryPlan
  96. 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
  97. 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
  98. def resetMetrics(): Unit

    Reset all the metrics.

    Reset all the metrics.

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

    Definition Classes
    QueryPlan
  100. lazy val schema: StructType

    Definition Classes
    QueryPlan
  101. def schemaString: String

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

    Definition Classes
    QueryPlan
  103. def simpleString: String

    Definition Classes
    QueryPlan → TreeNode
  104. def sparkContext: SparkContext

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

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

    Attributes
    protected
    Definition Classes
    TreeNode
  108. val subexpressionEliminationEnabled: Boolean

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

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

    Definition Classes
    AnyRef
  111. def toJSON: String

    Definition Classes
    TreeNode
  112. def toString(): String

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

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

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

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

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

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

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

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

    Definition Classes
    TreeNode
  121. def treeString: String

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

    Attributes
    protected
    Definition Classes
    QueryPlan
  123. def verboseString: String

    Definition Classes
    QueryPlan → TreeNode
  124. def verboseStringWithSuffix: String

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

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

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

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

    Definition Classes
    TreeNode

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