com.ignition.stream

MvelStateUpdate

abstract class MvelStateUpdate[S <: AnyRef] extends StateUpdate[S]

Starting point for MVEL-based implementations of the update state function.

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Inherited
  1. MvelStateUpdate
  2. StateUpdate
  3. PairFunctions
  4. StreamTransformer
  5. StreamStep
  6. Transformer
  7. SingleInputStep
  8. ConnectionTarget
  9. SingleOutputStep
  10. ConnectionSource
  11. Step
  12. JsonExport
  13. XmlExport
  14. AbstractStep
  15. Serializable
  16. Serializable
  17. AnyRef
  18. Any
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Instance Constructors

  1. new MvelStateUpdate(schema: StructType, expr: String, keyFields: Iterable[String])(implicit arg0: ClassTag[S])

    schema

    the schema of the resulting state.

    expr

    MVEL expression representing the state function.

    keyFields

    fields constituting the key.

Abstract Value Members

  1. abstract def ensureSerializable(state: S): S

  2. abstract def mapFunc(state: S): Iterable[Row]

    Converts the state into a sequence of rows.

    Converts the state into a sequence of rows.

    Definition Classes
    StateUpdate
  3. abstract def stateClass: Class[S]

Concrete 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. def -->(targets: ConnectionTarget[DataStream, SparkStreamingRuntime]*): Unit

    Definition Classes
    ConnectionSource
  5. def -->(tgt: MultiInputStep[DataStream, SparkStreamingRuntime]): tgt.type

    Definition Classes
    ConnectionSource
  6. def -->(tgt: ConnectionTarget[DataStream, SparkStreamingRuntime]): tgt.type

    Definition Classes
    ConnectionSource
  7. final def ==(arg0: AnyRef): Boolean

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

    Definition Classes
    Any
  9. def addStepListener(listener: StepListener[DataStream, SparkStreamingRuntime]): Unit

    Registers a new listener.

    Registers a new listener.

    Definition Classes
    Step
  10. def addStreamDataListener(listener: StreamStepDataListener): Unit

    Registers a data listener.

    Registers a data listener.

    Definition Classes
    StreamStep
  11. def allInputsRequired: Boolean

    Specifies if the step should throw an error if one of the inputs is not connected.

    Specifies if the step should throw an error if one of the inputs is not connected.

    Definition Classes
    Step
  12. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  13. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  14. def compute(arg: DataStream)(implicit runtime: SparkStreamingRuntime): DataStream

    Attributes
    protected
    Definition Classes
    StateUpdateTransformer
  15. def compute(index: Int)(implicit runtime: SparkStreamingRuntime): DataStream

    Triggers listener notification on stream events.

    Triggers listener notification on stream events.

    index

    the output value index.

    Attributes
    protected
    Definition Classes
    StreamStepStep
  16. def ctx(implicit runtime: SparkStreamingRuntime): SQLContext

    Returns the implicit SQLContext.

    Returns the implicit SQLContext.

    Attributes
    protected
    Definition Classes
    StreamStep
  17. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  18. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  19. final def evaluate(implicit runtime: SparkStreamingRuntime): IndexedSeq[DataStream]

    Evaluates all step's outputs and returns a list of results.

    Evaluates all step's outputs and returns a list of results.

    Definition Classes
    Step
    Annotations
    @throws( classOf[ExecutionException] )
  20. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  21. def from(src: ConnectionSource[DataStream, SparkStreamingRuntime]): MvelStateUpdate.this.type

    Definition Classes
    ConnectionTarget
  22. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  23. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  24. val index: Int

  25. def input(implicit runtime: SparkStreamingRuntime): DataStream

    Definition Classes
    SingleInputStep
  26. val inputCount: Int

    The maximum number of input ports.

    The maximum number of input ports.

    Definition Classes
    SingleInputStepStep
  27. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  28. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  29. final def notify(): Unit

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

    Definition Classes
    AnyRef
  31. def outbounds(index: Int): SingleOutputStep[DataStream, SparkStreamingRuntime]

    Definition Classes
    SingleOutputStep
  32. final def output(implicit runtime: SparkStreamingRuntime): DataStream

    Shortcut for output(0).

    Shortcut for output(0). Computes a step output at index 0.

    Definition Classes
    Step
    Annotations
    @throws( classOf[ExecutionException] )
    Exceptions thrown
    ExecutionException

    in case of an error, or if the step is not connected.

  33. final def output(index: Int)(implicit runtime: SparkStreamingRuntime): DataStream

    Computes a step output value at the specified index.

    Computes a step output value at the specified index.

    index

    the output value index.

    Definition Classes
    Step
    Annotations
    @throws( classOf[ExecutionException] )
    Exceptions thrown
    ExecutionException

    in case of an error, or if the step is not connected.

  34. val outputCount: Int

    The number of output ports.

    The number of output ports.

    Definition Classes
    SingleOutputStepStep
  35. def partitionByKey[T](rdd: RDD[Row], groupIndices: Seq[Int], func: (Row) ⇒ T)(implicit arg0: ClassTag[T], runtime: SparkStreamingRuntime): RDD[(Row, T)]

    Converts the data frame into an RDD[(key, value)] where key is defined by the group field indices, and value is computed for each row by the supplied function.

    Converts the data frame into an RDD[(key, value)] where key is defined by the group field indices, and value is computed for each row by the supplied function.

    Definition Classes
    PairFunctions
  36. def register(implicit rt: SparkStreamingRuntime): Unit

    Registers the step with the runtime.

    Registers the step with the runtime. Subsequent restarts will keep binding the step to newly created contexts.

    Definition Classes
    StreamStep
  37. def removeStepListener(listener: StepListener[DataStream, SparkStreamingRuntime]): Unit

    Unregisters a listener.

    Unregisters a listener.

    Definition Classes
    Step
  38. def removeStreamDataListener(listener: StreamStepDataListener): Unit

    Unregisters a data listener.

    Unregisters a data listener.

    Definition Classes
    StreamStep
  39. def resetCache(predecessors: Boolean, descendants: Boolean): Unit

    Clears the cache of this step and optionally that of its predecessors and descendants.

    Clears the cache of this step and optionally that of its predecessors and descendants.

    Definition Classes
    Step
  40. def sc(implicit runtime: SparkStreamingRuntime): SparkContext

    Returns the implicit SparkContext.

    Returns the implicit SparkContext.

    Attributes
    protected
    Definition Classes
    StreamStep
  41. def ssc(implicit runtime: SparkStreamingRuntime): StreamingContext

    Returns the implicit StreamingContext.

    Returns the implicit StreamingContext.

    Attributes
    protected
    Definition Classes
    StreamStep
  42. def stateFunc(input: Seq[Row], oldState: Option[S]): Option[S]

    The function to pass to updateStateByKey.

    The function to pass to updateStateByKey.

    Definition Classes
    MvelStateUpdateStateUpdate
  43. val step: Transformer[DataStream, SparkStreamingRuntime]

  44. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  45. def to(targets: ConnectionTarget[DataStream, SparkStreamingRuntime]*): Unit

    Definition Classes
    ConnectionSource
  46. def to(tgt: MultiInputStep[DataStream, SparkStreamingRuntime]): tgt.type

    Definition Classes
    ConnectionSource
  47. def to(tgt: ConnectionTarget[DataStream, SparkStreamingRuntime]): tgt.type

    Definition Classes
    ConnectionSource
  48. def toJson: JValue

    Definition Classes
    MvelStateUpdateJsonExport
  49. def toPair(stream: DataStream, dataFields: Iterable[String], groupFields: Iterable[String])(implicit runtime: SparkStreamingRuntime): DStream[(Row, Row)]

    Converts a data frame into a pair DStream[(key, data)], where key is the row key as defined by the set of grouping fields, and data is defied by the set of data fields from the original row.

    Converts a data frame into a pair DStream[(key, data)], where key is the row key as defined by the set of grouping fields, and data is defied by the set of data fields from the original row.

    Definition Classes
    PairFunctions
  50. def toString(): String

    Definition Classes
    AnyRef → Any
  51. def toXml: Elem

    Definition Classes
    MvelStateUpdateXmlExport
  52. def unregister(implicit rt: SparkStreamingRuntime): Unit

    Unregisters the step with the runtime.

    Unregisters the step with the runtime. After the restart, the step will no longer be bound to the active context.

    Definition Classes
    StreamStep
  53. def value(implicit runtime: SparkStreamingRuntime): DataStream

    Definition Classes
    SingleOutputStepConnectionSource
  54. final def wait(): Unit

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

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  57. final def wrap[U](body: ⇒ U): U

    Wraps exceptions into ExecutionException instances.

    Wraps exceptions into ExecutionException instances.

    Attributes
    protected
    Definition Classes
    AbstractStep

Inherited from StateUpdate[S]

Inherited from PairFunctions

Inherited from StreamTransformer

Inherited from StreamStep

Inherited from JsonExport

Inherited from XmlExport

Inherited from AbstractStep

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped