Packages

  • package root
    Definition Classes
    root
  • package io
    Definition Classes
    root
  • package tarantool
    Definition Classes
    io
  • package spark
    Definition Classes
    tarantool
  • package connector

    Tarantool connector for Apache Spark.

    Tarantool connector for Apache Spark.

    Call tarantoolSpace method on the SparkContext object to create a TarantoolRDD exposing Tarantool space as a Spark RDD.

    Example:

    Execute the following on a Cartridge router node (the tarantool/crud module must be installed):

    local crud = require('crud')

crud.insert('test_space', {1, nil, 'a1', 'Don Quixote', 'Miguel de Cervantes', 1605})
crud.insert('test_space', {2, nil, 'a2', 'The Great Gatsby', 'F. Scott Fitzgerald', 1925})
crud.insert('test_space', {3, nil, 'a3', 'War and Peace', 'Leo Tolstoy', 1869})

    Write the following in your Java client code:

    import io.tarantool.spark.connector._

val sparkMasterHost = "127.0.0.1"
val tarantoolRouterAddress = "127.0.0.1:3301"
val space = "test_space"

// Populate the Spark config with the address of a Cartridge router node and credentials:
val conf = new SparkConf(true)
conf.set ("tarantool.username", "admin")
conf.set ("tarantool.password", "testapp-cluster-cookie")
conf.set ("tarantool.hosts", tarantoolRouterAddress)

// Connect to the Spark cluster:
val sc = new SparkContext("spark://" + sparkMasterHost + ":7077", "example", conf)

// Read the space and print its contents:
val rdd = sc.tarantoolSpace(space)
rdd.toArray().foreach(println)

sc.stop()
    Definition Classes
    spark
  • package rdd
    Definition Classes
    connector
  • package converter
    Definition Classes
    rdd
  • TarantoolJavaRDD
  • TarantoolRDD

class TarantoolRDD[R] extends RDD[R]

Tarantool RDD implementation

R

target POJO type

Linear Supertypes
RDD[R], org.apache.spark.internal.Logging, Serializable, Serializable, AnyRef, Any
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Inherited
  1. TarantoolRDD
  2. RDD
  3. Logging
  4. Serializable
  5. Serializable
  6. AnyRef
  7. Any
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Visibility
  1. Public
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Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. def ++(other: RDD[R]): RDD[R]
    Definition Classes
    RDD
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. def aggregate[U](zeroValue: U)(seqOp: (U, R) ⇒ U, combOp: (U, U) ⇒ U)(implicit arg0: ClassTag[U]): U
    Definition Classes
    RDD
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. def barrier(): RDDBarrier[R]
    Definition Classes
    RDD
    Annotations
    @Experimental() @Since( "2.4.0" )
  8. def cache(): TarantoolRDD.this.type
    Definition Classes
    RDD
  9. def cartesian[U](other: RDD[U])(implicit arg0: ClassTag[U]): RDD[(R, U)]
    Definition Classes
    RDD
  10. def checkpoint(): Unit
    Definition Classes
    RDD
  11. def clearDependencies(): Unit
    Attributes
    protected
    Definition Classes
    RDD
  12. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  13. def coalesce(numPartitions: Int, shuffle: Boolean, partitionCoalescer: Option[PartitionCoalescer])(implicit ord: Ordering[R]): RDD[R]
    Definition Classes
    RDD
  14. def collect[U](f: PartialFunction[R, U])(implicit arg0: ClassTag[U]): RDD[U]
    Definition Classes
    RDD
  15. def collect(): Array[R]
    Definition Classes
    RDD
  16. def compute(split: Partition, context: TaskContext): Iterator[R]
    Definition Classes
    TarantoolRDD → RDD
  17. val conditions: Conditions
  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[R]): Map[R, Long]
    Definition Classes
    RDD
  24. def countByValueApprox(timeout: Long, confidence: Double)(implicit ord: Ordering[R]): PartialResult[Map[R, BoundedDouble]]
    Definition Classes
    RDD
  25. implicit val ct: ClassTag[R]
  26. final def dependencies: Seq[Dependency[_]]
    Definition Classes
    RDD
  27. def distinct(): RDD[R]
    Definition Classes
    RDD
  28. def distinct(numPartitions: Int)(implicit ord: Ordering[R]): RDD[R]
    Definition Classes
    RDD
  29. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  30. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  31. def filter(f: (R) ⇒ Boolean): RDD[R]
    Definition Classes
    RDD
  32. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  33. def first(): R
    Definition Classes
    RDD
  34. def firstParent[U](implicit arg0: ClassTag[U]): RDD[U]
    Attributes
    protected[org.apache.spark]
    Definition Classes
    RDD
  35. def flatMap[U](f: (R) ⇒ TraversableOnce[U])(implicit arg0: ClassTag[U]): RDD[U]
    Definition Classes
    RDD
  36. def fold(zeroValue: R)(op: (R, R) ⇒ R): R
    Definition Classes
    RDD
  37. def foreach(f: (R) ⇒ Unit): Unit
    Definition Classes
    RDD
  38. def foreachPartition(f: (Iterator[R]) ⇒ Unit): Unit
    Definition Classes
    RDD
  39. def getCheckpointFile: Option[String]
    Definition Classes
    RDD
  40. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  41. def getDependencies: Seq[Dependency[_]]
    Attributes
    protected
    Definition Classes
    RDD
  42. final def getNumPartitions: Int
    Definition Classes
    RDD
    Annotations
    @Since( "1.6.0" )
  43. def getOutputDeterministicLevel: org.apache.spark.rdd.DeterministicLevel.Value
    Attributes
    protected
    Definition Classes
    RDD
    Annotations
    @DeveloperApi()
  44. def getPartitions: Array[Partition]
    Attributes
    protected
    Definition Classes
    TarantoolRDD → RDD
  45. def getPreferredLocations(split: Partition): Seq[String]
    Attributes
    protected
    Definition Classes
    RDD
  46. def getStorageLevel: StorageLevel
    Definition Classes
    RDD
  47. def glom(): RDD[Array[R]]
    Definition Classes
    RDD
  48. def groupBy[K](f: (R) ⇒ K, p: Partitioner)(implicit kt: ClassTag[K], ord: Ordering[K]): RDD[(K, Iterable[R])]
    Definition Classes
    RDD
  49. def groupBy[K](f: (R) ⇒ K, numPartitions: Int)(implicit kt: ClassTag[K]): RDD[(K, Iterable[R])]
    Definition Classes
    RDD
  50. def groupBy[K](f: (R) ⇒ K)(implicit kt: ClassTag[K]): RDD[(K, Iterable[R])]
    Definition Classes
    RDD
  51. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  52. val id: Int
    Definition Classes
    RDD
  53. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  54. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  55. def intersection(other: RDD[R], numPartitions: Int): RDD[R]
    Definition Classes
    RDD
  56. def intersection(other: RDD[R], partitioner: Partitioner)(implicit ord: Ordering[R]): RDD[R]
    Definition Classes
    RDD
  57. def intersection(other: RDD[R]): RDD[R]
    Definition Classes
    RDD
  58. lazy val isBarrier_: Boolean
    Attributes
    protected
    Definition Classes
    RDD
    Annotations
    @transient()
  59. def isCheckpointed: Boolean
    Definition Classes
    RDD
  60. def isEmpty(): Boolean
    Definition Classes
    RDD
  61. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  62. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  63. final def iterator(split: Partition, context: TaskContext): Iterator[R]
    Definition Classes
    RDD
  64. def keyBy[K](f: (R) ⇒ K): RDD[(K, R)]
    Definition Classes
    RDD
  65. def localCheckpoint(): TarantoolRDD.this.type
    Definition Classes
    RDD
  66. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  67. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  72. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  74. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def map[U](f: (R) ⇒ U)(implicit arg0: ClassTag[U]): RDD[U]
    Definition Classes
    RDD
  79. def mapPartitions[U](f: (Iterator[R]) ⇒ Iterator[U], preservesPartitioning: Boolean)(implicit arg0: ClassTag[U]): RDD[U]
    Definition Classes
    RDD
  80. def mapPartitionsWithIndex[U](f: (Int, Iterator[R]) ⇒ Iterator[U], preservesPartitioning: Boolean)(implicit arg0: ClassTag[U]): RDD[U]
    Definition Classes
    RDD
  81. def max()(implicit ord: Ordering[R]): R
    Definition Classes
    RDD
  82. implicit val messagePackMapper: MessagePackMapper
  83. def min()(implicit ord: Ordering[R]): R
    Definition Classes
    RDD
  84. var name: String
    Definition Classes
    RDD
  85. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  86. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  87. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  88. def parent[U](j: Int)(implicit arg0: ClassTag[U]): RDD[U]
    Attributes
    protected[org.apache.spark]
    Definition Classes
    RDD
  89. val partitioner: Option[Partitioner]
    Definition Classes
    RDD
  90. final def partitions: Array[Partition]
    Definition Classes
    RDD
  91. def persist(): TarantoolRDD.this.type
    Definition Classes
    RDD
  92. def persist(newLevel: StorageLevel): TarantoolRDD.this.type
    Definition Classes
    RDD
  93. def pipe(command: Seq[String], env: Map[String, String], printPipeContext: ((String) ⇒ Unit) ⇒ Unit, printRDDElement: (R, (String) ⇒ Unit) ⇒ Unit, separateWorkingDir: Boolean, bufferSize: Int, encoding: String): RDD[String]
    Definition Classes
    RDD
  94. def pipe(command: String, env: Map[String, String]): RDD[String]
    Definition Classes
    RDD
  95. def pipe(command: String): RDD[String]
    Definition Classes
    RDD
  96. final def preferredLocations(split: Partition): Seq[String]
    Definition Classes
    RDD
  97. def randomSplit(weights: Array[Double], seed: Long): Array[RDD[R]]
    Definition Classes
    RDD
  98. val readConfig: ReadConfig
  99. def reduce(f: (R, R) ⇒ R): R
    Definition Classes
    RDD
  100. def repartition(numPartitions: Int)(implicit ord: Ordering[R]): RDD[R]
    Definition Classes
    RDD
  101. def sample(withReplacement: Boolean, fraction: Double, seed: Long): RDD[R]
    Definition Classes
    RDD
  102. def saveAsObjectFile(path: String): Unit
    Definition Classes
    RDD
  103. def saveAsTextFile(path: String, codec: Class[_ <: CompressionCodec]): Unit
    Definition Classes
    RDD
  104. def saveAsTextFile(path: String): Unit
    Definition Classes
    RDD
  105. val sc: SparkContext
  106. def setName(_name: String): TarantoolRDD.this.type
    Definition Classes
    RDD
  107. def sortBy[K](f: (R) ⇒ K, ascending: Boolean, numPartitions: Int)(implicit ord: Ordering[K], ctag: ClassTag[K]): RDD[R]
    Definition Classes
    RDD
  108. val space: String
  109. def sparkContext: SparkContext
    Definition Classes
    RDD
  110. def subtract(other: RDD[R], p: Partitioner)(implicit ord: Ordering[R]): RDD[R]
    Definition Classes
    RDD
  111. def subtract(other: RDD[R], numPartitions: Int): RDD[R]
    Definition Classes
    RDD
  112. def subtract(other: RDD[R]): RDD[R]
    Definition Classes
    RDD
  113. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  114. def take(num: Int): Array[R]
    Definition Classes
    RDD
  115. def takeOrdered(num: Int)(implicit ord: Ordering[R]): Array[R]
    Definition Classes
    RDD
  116. def takeSample(withReplacement: Boolean, num: Int, seed: Long): Array[R]
    Definition Classes
    RDD
  117. def toDebugString: String
    Definition Classes
    RDD
  118. def toJavaRDD(): JavaRDD[R]
    Definition Classes
    RDD
  119. def toLocalIterator: Iterator[R]
    Definition Classes
    RDD
  120. def toString(): String
    Definition Classes
    RDD → AnyRef → Any
  121. def top(num: Int)(implicit ord: Ordering[R]): Array[R]
    Definition Classes
    RDD
  122. def treeAggregate[U](zeroValue: U)(seqOp: (U, R) ⇒ U, combOp: (U, U) ⇒ U, depth: Int)(implicit arg0: ClassTag[U]): U
    Definition Classes
    RDD
  123. def treeReduce(f: (R, R) ⇒ R, depth: Int): R
    Definition Classes
    RDD
  124. def truncate(connection: TarantoolConnection[TarantoolTuple, TarantoolResult[TarantoolTuple]]): Unit
  125. val tupleConverter: TupleConverter[R]
  126. def union(other: RDD[R]): RDD[R]
    Definition Classes
    RDD
  127. def unpersist(blocking: Boolean): TarantoolRDD.this.type
    Definition Classes
    RDD
  128. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  129. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  130. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  131. def write(connection: TarantoolConnection[TarantoolTuple, TarantoolResult[TarantoolTuple]], data: DataFrame, overwrite: Boolean): Unit
  132. def zip[U](other: RDD[U])(implicit arg0: ClassTag[U]): RDD[(R, U)]
    Definition Classes
    RDD
  133. def zipPartitions[B, C, D, V](rdd2: RDD[B], rdd3: RDD[C], rdd4: RDD[D])(f: (Iterator[R], 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
  134. def zipPartitions[B, C, D, V](rdd2: RDD[B], rdd3: RDD[C], rdd4: RDD[D], preservesPartitioning: Boolean)(f: (Iterator[R], 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
  135. def zipPartitions[B, C, V](rdd2: RDD[B], rdd3: RDD[C])(f: (Iterator[R], Iterator[B], Iterator[C]) ⇒ Iterator[V])(implicit arg0: ClassTag[B], arg1: ClassTag[C], arg2: ClassTag[V]): RDD[V]
    Definition Classes
    RDD
  136. def zipPartitions[B, C, V](rdd2: RDD[B], rdd3: RDD[C], preservesPartitioning: Boolean)(f: (Iterator[R], Iterator[B], Iterator[C]) ⇒ Iterator[V])(implicit arg0: ClassTag[B], arg1: ClassTag[C], arg2: ClassTag[V]): RDD[V]
    Definition Classes
    RDD
  137. def zipPartitions[B, V](rdd2: RDD[B])(f: (Iterator[R], Iterator[B]) ⇒ Iterator[V])(implicit arg0: ClassTag[B], arg1: ClassTag[V]): RDD[V]
    Definition Classes
    RDD
  138. def zipPartitions[B, V](rdd2: RDD[B], preservesPartitioning: Boolean)(f: (Iterator[R], Iterator[B]) ⇒ Iterator[V])(implicit arg0: ClassTag[B], arg1: ClassTag[V]): RDD[V]
    Definition Classes
    RDD
  139. def zipWithIndex(): RDD[(R, Long)]
    Definition Classes
    RDD
  140. def zipWithUniqueId(): RDD[(R, Long)]
    Definition Classes
    RDD

Inherited from RDD[R]

Inherited from org.apache.spark.internal.Logging

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped