com.cloudera.sparkts.api.java

JavaTimeSeriesRDD

object JavaTimeSeriesRDD extends Serializable

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  14. def javaTimeSeriesRDD[K](targetIndex: DateTimeIndex, seriesRDD: JavaRDD[JavaTimeSeries[K]])(implicit kClassTag: ClassTag[K]): JavaTimeSeriesRDD[K]

    Instantiates a JavaTimeSeriesRDD from an RDD of TimeSeries.

    Instantiates a JavaTimeSeriesRDD from an RDD of TimeSeries.

    targetIndex

    DateTimeIndex to conform all the indices to.

    seriesRDD

    RDD of time series, each with their own DateTimeIndex.

  15. def javaTimeSeriesRDD[K](targetIndex: UniformDateTimeIndex, seriesRDD: JavaRDD[(K, UniformDateTimeIndex, Vector)])(implicit kClassTag: ClassTag[K]): JavaTimeSeriesRDD[K]

    Instantiates a JavaTimeSeriesRDD.

    Instantiates a JavaTimeSeriesRDD.

    targetIndex

    DateTimeIndex to conform all the indices to.

    seriesRDD

    JavaRDD of time series, each with their own DateTimeIndex.

  16. def javaTimeSeriesRDD[K](index: DateTimeIndex, seriesRDD: JavaPairRDD[K, Vector])(implicit kClassTag: ClassTag[K]): JavaTimeSeriesRDD[K]

    Instantiates a JavaTimeSeriesRDD.

    Instantiates a JavaTimeSeriesRDD.

    index

    DateTimeIndex

    seriesRDD

    JavaPairRDD of time series

  17. def javaTimeSeriesRDDFromCsv(path: String, sc: JavaSparkContext): JavaTimeSeriesRDD[String]

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

  18. def javaTimeSeriesRDDFromObservations(targetIndex: DateTimeIndex, df: DataFrame, tsCol: String, keyCol: String, valueCol: String): JavaTimeSeriesRDD[String]

    Instantiates a JavaTimeSeriesRDD from a DataFrame of observations.

    Instantiates a JavaTimeSeriesRDD 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..

  19. def javaTimeSeriesRDDFromPython(index: DateTimeIndex, pyRdd: JavaRDD[Array[Byte]]): JavaTimeSeriesRDD[String]

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

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

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