Class/Object

org.apache.spark.graphx

EdgeRDD

Related Docs: object EdgeRDD | package graphx

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abstract class EdgeRDD[ED] extends RDD[Edge[ED]]

EdgeRDD[ED, VD] extends RDD[Edge[ED]] by storing the edges in columnar format on each partition for performance. It may additionally store the vertex attributes associated with each edge to provide the triplet view. Shipping of the vertex attributes is managed by impl.ReplicatedVertexView.

Linear Supertypes
RDD[Edge[ED]], Logging, Serializable, Serializable, AnyRef, Any
Known Subclasses
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Inherited
  1. EdgeRDD
  2. RDD
  3. Logging
  4. Serializable
  5. Serializable
  6. AnyRef
  7. Any
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Visibility
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Instance Constructors

  1. new EdgeRDD(sc: SparkContext, deps: Seq[Dependency[_]])

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Abstract Value Members

  1. abstract def innerJoin[ED2, ED3](other: EdgeRDD[ED2])(f: (VertexId, VertexId, ED, ED2) ⇒ ED3)(implicit arg0: ClassTag[ED2], arg1: ClassTag[ED3]): EdgeRDD[ED3]

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    Inner joins this EdgeRDD with another EdgeRDD, assuming both are partitioned using the same PartitionStrategy.

    Inner joins this EdgeRDD with another EdgeRDD, assuming both are partitioned using the same PartitionStrategy.

    other

    the EdgeRDD to join with

    f

    the join function applied to corresponding values of this and other

    returns

    a new EdgeRDD containing only edges that appear in both this and other, with values supplied by f

  2. abstract def mapValues[ED2](f: (Edge[ED]) ⇒ ED2)(implicit arg0: ClassTag[ED2]): EdgeRDD[ED2]

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    Map the values in an edge partitioning preserving the structure but changing the values.

    Map the values in an edge partitioning preserving the structure but changing the values.

    ED2

    the new edge value type

    f

    the function from an edge to a new edge value

    returns

    a new EdgeRDD containing the new edge values

  3. abstract def reverse: EdgeRDD[ED]

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    Reverse all the edges in this RDD.

    Reverse all the edges in this RDD.

    returns

    a new EdgeRDD containing all the edges reversed

Concrete 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. def ++(other: RDD[Edge[ED]]): RDD[Edge[ED]]

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

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    Definition Classes
    AnyRef → Any
  5. def aggregate[U](zeroValue: U)(seqOp: (U, Edge[ED]) ⇒ U, combOp: (U, U) ⇒ U)(implicit arg0: ClassTag[U]): U

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    Definition Classes
    RDD
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. def cache(): EdgeRDD.this.type

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    Definition Classes
    RDD
  8. def cartesian[U](other: RDD[U])(implicit arg0: ClassTag[U]): RDD[(Edge[ED], U)]

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    Definition Classes
    RDD
  9. def checkpoint(): Unit

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    Definition Classes
    RDD
  10. def clearDependencies(): Unit

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    Attributes
    protected
    Definition Classes
    RDD
  11. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  12. def coalesce(numPartitions: Int, shuffle: Boolean)(implicit ord: Ordering[Edge[ED]]): RDD[Edge[ED]]

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    Definition Classes
    RDD
  13. def collect[U](f: PartialFunction[Edge[ED], U])(implicit arg0: ClassTag[U]): RDD[U]

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    Definition Classes
    RDD
  14. def collect(): Array[Edge[ED]]

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    Definition Classes
    RDD
  15. def compute(part: Partition, context: TaskContext): Iterator[Edge[ED]]

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    Definition Classes
    EdgeRDD → RDD
  16. def context: SparkContext

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    Definition Classes
    RDD
  17. def count(): Long

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    Definition Classes
    RDD
  18. def countApprox(timeout: Long, confidence: Double): PartialResult[BoundedDouble]

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    Definition Classes
    RDD
  19. def countApproxDistinct(relativeSD: Double): Long

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    Definition Classes
    RDD
  20. def countApproxDistinct(p: Int, sp: Int): Long

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    Definition Classes
    RDD
  21. def countByValue()(implicit ord: Ordering[Edge[ED]]): Map[Edge[ED], Long]

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    Definition Classes
    RDD
  22. def countByValueApprox(timeout: Long, confidence: Double)(implicit ord: Ordering[Edge[ED]]): PartialResult[Map[Edge[ED], BoundedDouble]]

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    Definition Classes
    RDD
  23. final def dependencies: Seq[Dependency[_]]

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    Definition Classes
    RDD
  24. def distinct(): RDD[Edge[ED]]

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    Definition Classes
    RDD
  25. def distinct(numPartitions: Int)(implicit ord: Ordering[Edge[ED]]): RDD[Edge[ED]]

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    Definition Classes
    RDD
  26. final def eq(arg0: AnyRef): Boolean

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

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    Definition Classes
    AnyRef → Any
  28. def filter(f: (Edge[ED]) ⇒ Boolean): RDD[Edge[ED]]

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    Definition Classes
    RDD
  29. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  30. def first(): Edge[ED]

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    Definition Classes
    RDD
  31. def firstParent[U](implicit arg0: ClassTag[U]): RDD[U]

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    Attributes
    protected[org.apache.spark]
    Definition Classes
    RDD
  32. def flatMap[U](f: (Edge[ED]) ⇒ TraversableOnce[U])(implicit arg0: ClassTag[U]): RDD[U]

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    Definition Classes
    RDD
  33. def fold(zeroValue: Edge[ED])(op: (Edge[ED], Edge[ED]) ⇒ Edge[ED]): Edge[ED]

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    Definition Classes
    RDD
  34. def foreach(f: (Edge[ED]) ⇒ Unit): Unit

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    Definition Classes
    RDD
  35. def foreachPartition(f: (Iterator[Edge[ED]]) ⇒ Unit): Unit

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    Definition Classes
    RDD
  36. def getCheckpointFile: Option[String]

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    Definition Classes
    RDD
  37. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  38. def getDependencies: Seq[Dependency[_]]

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    Attributes
    protected
    Definition Classes
    RDD
  39. final def getNumPartitions: Int

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    Definition Classes
    RDD
    Annotations
    @Since( "1.6.0" )
  40. def getPartitions: Array[Partition]

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    Attributes
    protected
    Definition Classes
    EdgeRDD → RDD
  41. def getPreferredLocations(split: Partition): Seq[String]

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    Attributes
    protected
    Definition Classes
    RDD
  42. def getStorageLevel: StorageLevel

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    Definition Classes
    RDD
  43. def glom(): RDD[Array[Edge[ED]]]

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    Definition Classes
    RDD
  44. def groupBy[K](f: (Edge[ED]) ⇒ K, p: Partitioner)(implicit kt: ClassTag[K], ord: Ordering[K]): RDD[(K, Iterable[Edge[ED]])]

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    Definition Classes
    RDD
  45. def groupBy[K](f: (Edge[ED]) ⇒ K, numPartitions: Int)(implicit kt: ClassTag[K]): RDD[(K, Iterable[Edge[ED]])]

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    Definition Classes
    RDD
  46. def groupBy[K](f: (Edge[ED]) ⇒ K)(implicit kt: ClassTag[K]): RDD[(K, Iterable[Edge[ED]])]

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    Definition Classes
    RDD
  47. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  48. val id: Int

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    Definition Classes
    RDD
  49. def intersection(other: RDD[Edge[ED]], numPartitions: Int): RDD[Edge[ED]]

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    Definition Classes
    RDD
  50. def intersection(other: RDD[Edge[ED]], partitioner: Partitioner)(implicit ord: Ordering[Edge[ED]]): RDD[Edge[ED]]

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    Definition Classes
    RDD
  51. def intersection(other: RDD[Edge[ED]]): RDD[Edge[ED]]

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    Definition Classes
    RDD
  52. def isCheckpointed: Boolean

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    Definition Classes
    RDD
  53. def isEmpty(): Boolean

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

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    Definition Classes
    Any
  55. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  56. final def iterator(split: Partition, context: TaskContext): Iterator[Edge[ED]]

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    Definition Classes
    RDD
  57. def keyBy[K](f: (Edge[ED]) ⇒ K): RDD[(K, Edge[ED])]

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    Definition Classes
    RDD
  58. def localCheckpoint(): EdgeRDD.this.type

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    Definition Classes
    RDD
  59. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  60. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  61. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  62. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  63. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  64. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  65. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  66. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  67. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  68. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  69. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  70. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  71. def map[U](f: (Edge[ED]) ⇒ U)(implicit arg0: ClassTag[U]): RDD[U]

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    Definition Classes
    RDD
  72. def mapPartitions[U](f: (Iterator[Edge[ED]]) ⇒ Iterator[U], preservesPartitioning: Boolean)(implicit arg0: ClassTag[U]): RDD[U]

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    Definition Classes
    RDD
  73. def mapPartitionsWithIndex[U](f: (Int, Iterator[Edge[ED]]) ⇒ Iterator[U], preservesPartitioning: Boolean)(implicit arg0: ClassTag[U]): RDD[U]

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    Definition Classes
    RDD
  74. def max()(implicit ord: Ordering[Edge[ED]]): Edge[ED]

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    Definition Classes
    RDD
  75. def min()(implicit ord: Ordering[Edge[ED]]): Edge[ED]

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    Definition Classes
    RDD
  76. var name: String

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    Definition Classes
    RDD
  77. final def ne(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    AnyRef
  80. def parent[U](j: Int)(implicit arg0: ClassTag[U]): RDD[U]

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    Attributes
    protected[org.apache.spark]
    Definition Classes
    RDD
  81. val partitioner: Option[Partitioner]

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    Definition Classes
    RDD
  82. final def partitions: Array[Partition]

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    Definition Classes
    RDD
  83. def persist(): EdgeRDD.this.type

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    Definition Classes
    RDD
  84. def persist(newLevel: StorageLevel): EdgeRDD.this.type

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    Definition Classes
    RDD
  85. def pipe(command: Seq[String], env: Map[String, String], printPipeContext: ((String) ⇒ Unit) ⇒ Unit, printRDDElement: (Edge[ED], (String) ⇒ Unit) ⇒ Unit, separateWorkingDir: Boolean): RDD[String]

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    Definition Classes
    RDD
  86. def pipe(command: String, env: Map[String, String]): RDD[String]

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    Definition Classes
    RDD
  87. def pipe(command: String): RDD[String]

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    Definition Classes
    RDD
  88. final def preferredLocations(split: Partition): Seq[String]

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    Definition Classes
    RDD
  89. def randomSplit(weights: Array[Double], seed: Long): Array[RDD[Edge[ED]]]

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    Definition Classes
    RDD
  90. def reduce(f: (Edge[ED], Edge[ED]) ⇒ Edge[ED]): Edge[ED]

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    Definition Classes
    RDD
  91. def repartition(numPartitions: Int)(implicit ord: Ordering[Edge[ED]]): RDD[Edge[ED]]

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    Definition Classes
    RDD
  92. def sample(withReplacement: Boolean, fraction: Double, seed: Long): RDD[Edge[ED]]

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    Definition Classes
    RDD
  93. def saveAsObjectFile(path: String): Unit

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    Definition Classes
    RDD
  94. def saveAsTextFile(path: String, codec: Class[_ <: CompressionCodec]): Unit

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    Definition Classes
    RDD
  95. def saveAsTextFile(path: String): Unit

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    Definition Classes
    RDD
  96. def setName(_name: String): EdgeRDD.this.type

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    Definition Classes
    RDD
  97. def sortBy[K](f: (Edge[ED]) ⇒ K, ascending: Boolean, numPartitions: Int)(implicit ord: Ordering[K], ctag: ClassTag[K]): RDD[Edge[ED]]

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    Definition Classes
    RDD
  98. def sparkContext: SparkContext

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    Definition Classes
    RDD
  99. def subtract(other: RDD[Edge[ED]], p: Partitioner)(implicit ord: Ordering[Edge[ED]]): RDD[Edge[ED]]

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    Definition Classes
    RDD
  100. def subtract(other: RDD[Edge[ED]], numPartitions: Int): RDD[Edge[ED]]

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    Definition Classes
    RDD
  101. def subtract(other: RDD[Edge[ED]]): RDD[Edge[ED]]

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    Definition Classes
    RDD
  102. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  103. def take(num: Int): Array[Edge[ED]]

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    Definition Classes
    RDD
  104. def takeOrdered(num: Int)(implicit ord: Ordering[Edge[ED]]): Array[Edge[ED]]

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    Definition Classes
    RDD
  105. def takeSample(withReplacement: Boolean, num: Int, seed: Long): Array[Edge[ED]]

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    Definition Classes
    RDD
  106. def toDebugString: String

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    Definition Classes
    RDD
  107. def toJavaRDD(): JavaRDD[Edge[ED]]

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    Definition Classes
    RDD
  108. def toLocalIterator: Iterator[Edge[ED]]

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    Definition Classes
    RDD
  109. def toString(): String

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    Definition Classes
    RDD → AnyRef → Any
  110. def top(num: Int)(implicit ord: Ordering[Edge[ED]]): Array[Edge[ED]]

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    Definition Classes
    RDD
  111. def treeAggregate[U](zeroValue: U)(seqOp: (U, Edge[ED]) ⇒ U, combOp: (U, U) ⇒ U, depth: Int)(implicit arg0: ClassTag[U]): U

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    Definition Classes
    RDD
  112. def treeReduce(f: (Edge[ED], Edge[ED]) ⇒ Edge[ED], depth: Int): Edge[ED]

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    Definition Classes
    RDD
  113. def union(other: RDD[Edge[ED]]): RDD[Edge[ED]]

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    Definition Classes
    RDD
  114. def unpersist(blocking: Boolean): EdgeRDD.this.type

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    Definition Classes
    RDD
  115. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  118. def zip[U](other: RDD[U])(implicit arg0: ClassTag[U]): RDD[(Edge[ED], U)]

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    Definition Classes
    RDD
  119. def zipPartitions[B, C, D, V](rdd2: RDD[B], rdd3: RDD[C], rdd4: RDD[D])(f: (Iterator[Edge[ED]], Iterator[B], Iterator[C], Iterator[D]) ⇒ Iterator[V])(implicit arg0: ClassTag[B], arg1: ClassTag[C], arg2: ClassTag[D], arg3: ClassTag[V]): RDD[V]

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    Definition Classes
    RDD
  120. def zipPartitions[B, C, D, V](rdd2: RDD[B], rdd3: RDD[C], rdd4: RDD[D], preservesPartitioning: Boolean)(f: (Iterator[Edge[ED]], Iterator[B], Iterator[C], Iterator[D]) ⇒ Iterator[V])(implicit arg0: ClassTag[B], arg1: ClassTag[C], arg2: ClassTag[D], arg3: ClassTag[V]): RDD[V]

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    Definition Classes
    RDD
  121. def zipPartitions[B, C, V](rdd2: RDD[B], rdd3: RDD[C])(f: (Iterator[Edge[ED]], Iterator[B], Iterator[C]) ⇒ Iterator[V])(implicit arg0: ClassTag[B], arg1: ClassTag[C], arg2: ClassTag[V]): RDD[V]

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    Definition Classes
    RDD
  122. def zipPartitions[B, C, V](rdd2: RDD[B], rdd3: RDD[C], preservesPartitioning: Boolean)(f: (Iterator[Edge[ED]], Iterator[B], Iterator[C]) ⇒ Iterator[V])(implicit arg0: ClassTag[B], arg1: ClassTag[C], arg2: ClassTag[V]): RDD[V]

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    Definition Classes
    RDD
  123. def zipPartitions[B, V](rdd2: RDD[B])(f: (Iterator[Edge[ED]], Iterator[B]) ⇒ Iterator[V])(implicit arg0: ClassTag[B], arg1: ClassTag[V]): RDD[V]

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    Definition Classes
    RDD
  124. def zipPartitions[B, V](rdd2: RDD[B], preservesPartitioning: Boolean)(f: (Iterator[Edge[ED]], Iterator[B]) ⇒ Iterator[V])(implicit arg0: ClassTag[B], arg1: ClassTag[V]): RDD[V]

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    Definition Classes
    RDD
  125. def zipWithIndex(): RDD[(Edge[ED], Long)]

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    Definition Classes
    RDD
  126. def zipWithUniqueId(): RDD[(Edge[ED], Long)]

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    Definition Classes
    RDD

Deprecated Value Members

  1. def filterWith[A](constructA: (Int) ⇒ A)(p: (Edge[ED], A) ⇒ Boolean): RDD[Edge[ED]]

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    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 1.0.0) use mapPartitionsWithIndex and filter

  2. def flatMapWith[A, U](constructA: (Int) ⇒ A, preservesPartitioning: Boolean)(f: (Edge[ED], A) ⇒ Seq[U])(implicit arg0: ClassTag[U]): RDD[U]

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    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 1.0.0) use mapPartitionsWithIndex and flatMap

  3. def foreachWith[A](constructA: (Int) ⇒ A)(f: (Edge[ED], A) ⇒ Unit): Unit

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    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 1.0.0) use mapPartitionsWithIndex and foreach

  4. def mapPartitionsWithContext[U](f: (TaskContext, Iterator[Edge[ED]]) ⇒ Iterator[U], preservesPartitioning: Boolean)(implicit arg0: ClassTag[U]): RDD[U]

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    Definition Classes
    RDD
    Annotations
    @DeveloperApi() @deprecated
    Deprecated

    (Since version 1.2.0) use TaskContext.get

  5. def mapPartitionsWithSplit[U](f: (Int, Iterator[Edge[ED]]) ⇒ Iterator[U], preservesPartitioning: Boolean)(implicit arg0: ClassTag[U]): RDD[U]

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    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 0.7.0) use mapPartitionsWithIndex

  6. def mapWith[A, U](constructA: (Int) ⇒ A, preservesPartitioning: Boolean)(f: (Edge[ED], A) ⇒ U)(implicit arg0: ClassTag[U]): RDD[U]

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    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 1.0.0) use mapPartitionsWithIndex

  7. def toArray(): Array[Edge[ED]]

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    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 1.0.0) use collect

Inherited from RDD[Edge[ED]]

Inherited from Logging

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped