org.apache.spark.aliyun.odps

OdpsRDD

class OdpsRDD[T] extends RDD[T] with Logging

Linear Supertypes
RDD[T], Logging, Serializable, Serializable, AnyRef, Any
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  1. OdpsRDD
  2. RDD
  3. Logging
  4. Serializable
  5. Serializable
  6. AnyRef
  7. Any
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Instance Constructors

  1. new OdpsRDD(sc: SparkContext, accessKeyId: String, accessKeySecret: String, odpsUrl: String, tunnelUrl: String, project: String, table: String, numPartition: Int, transfer: (Record, TableSchema) ⇒ T)(implicit arg0: ClassTag[T])

  2. new OdpsRDD(sc: SparkContext, accessKeyId: String, accessKeySecret: String, odpsUrl: String, tunnelUrl: String, project: String, table: String, part: String, numPartition: Int, transfer: (Record, TableSchema) ⇒ T)(implicit arg0: ClassTag[T])

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 ++(other: RDD[T]): RDD[T]

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

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

    Definition Classes
    Any
  7. def aggregate[U](zeroValue: U)(seqOp: (U, T) ⇒ U, combOp: (U, U) ⇒ U)(implicit arg0: ClassTag[U]): U

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

    Definition Classes
    Any
  9. def cache(): OdpsRDD.this.type

    Definition Classes
    RDD
  10. def cartesian[U](other: RDD[U])(implicit arg0: ClassTag[U]): RDD[(T, U)]

    Definition Classes
    RDD
  11. def checkpoint(): Unit

    Definition Classes
    OdpsRDD → RDD
  12. def clearDependencies(): Unit

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

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

    Definition Classes
    RDD
  15. def collect[U](f: PartialFunction[T, U])(implicit arg0: ClassTag[U]): RDD[U]

    Definition Classes
    RDD
  16. def collect(): Array[T]

    Definition Classes
    RDD
  17. def compute(theSplit: Partition, context: TaskContext): Iterator[T]

    Implemented by subclasses to compute a given partition.

    Implemented by subclasses to compute a given partition.

    Definition Classes
    OdpsRDD → RDD
  18. def context: SparkContext

    Definition Classes
    RDD
  19. def count(): Long

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

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

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

    Definition Classes
    RDD
  23. def countByValue()(implicit ord: Ordering[T]): Map[T, Long]

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

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

    Definition Classes
    RDD
  26. def distinct(): RDD[T]

    Definition Classes
    RDD
  27. def distinct(numPartitions: Int)(implicit ord: Ordering[T]): RDD[T]

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

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

    Definition Classes
    AnyRef → Any
  30. def filter(f: (T) ⇒ Boolean): RDD[T]

    Definition Classes
    RDD
  31. def finalize(): Unit

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

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

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

    Definition Classes
    RDD
  35. def fold(zeroValue: T)(op: (T, T) ⇒ T): T

    Definition Classes
    RDD
  36. def foreach(f: (T) ⇒ Unit): Unit

    Definition Classes
    RDD
  37. def foreachPartition(f: (Iterator[T]) ⇒ Unit): Unit

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

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

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

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

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

    Implemented by subclasses to return the set of partitions in this RDD.

    Implemented by subclasses to return the set of partitions in this RDD. This method will only be called once, so it is safe to implement a time-consuming computation in it.

    Definition Classes
    OdpsRDD → RDD
  43. def getPreferredLocations(split: Partition): Seq[String]

    Attributes
    protected
    Definition Classes
    RDD
  44. def getRanges(max: Long, min: Long, numRanges: Int): Array[(Long, Long)]

  45. def getStorageLevel: StorageLevel

    Definition Classes
    RDD
  46. def glom(): RDD[Array[T]]

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

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

    Definition Classes
    RDD
  49. def groupBy[K](f: (T) ⇒ K)(implicit kt: ClassTag[K]): RDD[(K, Iterable[T])]

    Definition Classes
    RDD
  50. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  51. val id: Int

    Definition Classes
    RDD
  52. def intersection(other: RDD[T], numPartitions: Int): RDD[T]

    Definition Classes
    RDD
  53. def intersection(other: RDD[T], partitioner: Partitioner)(implicit ord: Ordering[T]): RDD[T]

    Definition Classes
    RDD
  54. def intersection(other: RDD[T]): RDD[T]

    Definition Classes
    RDD
  55. def isCheckpointed: Boolean

    Definition Classes
    RDD
  56. def isEmpty(): Boolean

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

    Definition Classes
    Any
  58. def isTraceEnabled(): Boolean

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

    Definition Classes
    RDD
  60. def keyBy[K](f: (T) ⇒ K): RDD[(K, T)]

    Definition Classes
    RDD
  61. def localCheckpoint(): OdpsRDD.this.type

    Definition Classes
    RDD
  62. def log: Logger

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

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

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

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

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

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

    Attributes
    protected
    Definition Classes
    Logging
  69. def logName: String

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

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

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

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

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

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

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

    Definition Classes
    RDD
  77. def max()(implicit ord: Ordering[T]): T

    Definition Classes
    RDD
  78. def min()(implicit ord: Ordering[T]): T

    Definition Classes
    RDD
  79. var name: String

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

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

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

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

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

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

    Definition Classes
    RDD
  86. def persist(): OdpsRDD.this.type

    Definition Classes
    RDD
  87. def persist(newLevel: StorageLevel): OdpsRDD.this.type

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

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

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

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

    Definition Classes
    RDD
  92. def randomSplit(weights: Array[Double], seed: Long): Array[RDD[T]]

    Definition Classes
    RDD
  93. def reduce(f: (T, T) ⇒ T): T

    Definition Classes
    RDD
  94. def repartition(numPartitions: Int)(implicit ord: Ordering[T]): RDD[T]

    Definition Classes
    RDD
  95. def sample(withReplacement: Boolean, fraction: Double, seed: Long): RDD[T]

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

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

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

    Definition Classes
    RDD
  99. def setName(_name: String): OdpsRDD.this.type

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

    Definition Classes
    RDD
  101. def sparkContext: SparkContext

    Definition Classes
    RDD
  102. def subtract(other: RDD[T], p: Partitioner)(implicit ord: Ordering[T]): RDD[T]

    Definition Classes
    RDD
  103. def subtract(other: RDD[T], numPartitions: Int): RDD[T]

    Definition Classes
    RDD
  104. def subtract(other: RDD[T]): RDD[T]

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

    Definition Classes
    AnyRef
  106. def take(num: Int): Array[T]

    Definition Classes
    RDD
  107. def takeOrdered(num: Int)(implicit ord: Ordering[T]): Array[T]

    Definition Classes
    RDD
  108. def takeSample(withReplacement: Boolean, num: Int, seed: Long): Array[T]

    Definition Classes
    RDD
  109. def toDebugString: String

    Definition Classes
    RDD
  110. def toJavaRDD(): JavaRDD[T]

    Definition Classes
    RDD
  111. def toLocalIterator: Iterator[T]

    Definition Classes
    RDD
  112. def toString(): String

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

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

    Definition Classes
    RDD
  115. def treeReduce(f: (T, T) ⇒ T, depth: Int): T

    Definition Classes
    RDD
  116. def union(other: RDD[T]): RDD[T]

    Definition Classes
    RDD
  117. def unpersist(blocking: Boolean): OdpsRDD.this.type

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

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

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

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

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

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

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

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

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

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

    Definition Classes
    RDD
  128. def zipWithIndex(): RDD[(T, Long)]

    Definition Classes
    RDD
  129. def zipWithUniqueId(): RDD[(T, Long)]

    Definition Classes
    RDD

Deprecated Value Members

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

    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: (T, A) ⇒ Seq[U])(implicit arg0: ClassTag[U]): RDD[U]

    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 1.0.0) use mapPartitionsWithIndex and flatMap

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

    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 1.0.0) use mapPartitionsWithIndex and foreach

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

    Definition Classes
    RDD
    Annotations
    @DeveloperApi() @deprecated
    Deprecated

    (Since version 1.2.0) use TaskContext.get

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

    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 0.7.0) use mapPartitionsWithIndex

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

    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 1.0.0) use mapPartitionsWithIndex

  7. def toArray(): Array[T]

    Definition Classes
    RDD
    Annotations
    @deprecated
    Deprecated

    (Since version 1.0.0) use collect

Inherited from RDD[T]

Inherited from Logging

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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