com.cloudera.sparkts

TimeSeriesRDD

object TimeSeriesRDD extends Serializable

Linear Supertypes
Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. TimeSeriesRDD
  2. Serializable
  3. Serializable
  4. AnyRef
  5. Any
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

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. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  7. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. final def eq(arg0: AnyRef): Boolean

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

    Definition Classes
    AnyRef → Any
  10. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  11. final def getClass(): Class[_]

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

    Definition Classes
    AnyRef → Any
  13. final def isInstanceOf[T0]: Boolean

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

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

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

    Definition Classes
    AnyRef
  17. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  18. def timeSeriesRDD[K](targetIndex: DateTimeIndex, seriesRDD: RDD[TimeSeries[K]])(implicit kClassTag: ClassTag[K]): TimeSeriesRDD[K]

    Instantiates a TimeSeriesRDD from an RDD of TimeSeries.

    Instantiates a TimeSeriesRDD from an RDD of TimeSeries.

    targetIndex

    DateTimeIndex to conform all the indices to.

    seriesRDD

    RDD of time series, each with their own DateTimeIndex.

  19. def timeSeriesRDD[K](targetIndex: UniformDateTimeIndex, seriesRDD: RDD[(K, UniformDateTimeIndex, Vector)])(implicit kClassTag: ClassTag[K]): TimeSeriesRDD[K]

    Instantiates a TimeSeriesRDD.

    Instantiates a TimeSeriesRDD.

    targetIndex

    DateTimeIndex to conform all the indices to.

    seriesRDD

    RDD of time series, each with their own DateTimeIndex.

  20. def timeSeriesRDDFromCsv(path: String, sc: SparkContext): TimeSeriesRDD[String]

    Loads a TimeSeriesRDD from a directory containing a set of CSV files and a date-time index.

  21. def timeSeriesRDDFromObservations(targetIndex: DateTimeIndex, df: DataFrame, tsCol: String, keyCol: String, valueCol: String): TimeSeriesRDD[String]

    Instantiates a TimeSeriesRDD from a DataFrame of observations.

    Instantiates a TimeSeriesRDD from a DataFrame of observations.

    targetIndex

    DateTimeIndex to conform all the series to.

    df

    The DataFrame.

    tsCol

    The Timestamp column telling when the observation occurred.

    keyCol

    The string column labeling which string key the observation belongs to..

    valueCol

    The observed value..

  22. def timeSeriesRDDFromPython(index: DateTimeIndex, pyRdd: RDD[Array[Byte]]): TimeSeriesRDD[String]

    Creates a TimeSeriesRDD from rows in a binary format that Python can write to.

    Creates a TimeSeriesRDD from rows in a binary format that Python can write to. Not a public API. For use only by the Python API.

  23. def toString(): String

    Definition Classes
    AnyRef → Any
  24. final def wait(): Unit

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

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped