Class/Object

unicorn.json

DataFrame

Related Docs: object DataFrame | package json

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class DataFrame extends Traversable[Row]

Data frame of named columns.

Linear Supertypes
Traversable[Row], GenTraversable[Row], GenericTraversableTemplate[Row, Traversable], TraversableLike[Row, Traversable[Row]], GenTraversableLike[Row, Traversable[Row]], Parallelizable[Row, ParIterable[Row]], TraversableOnce[Row], GenTraversableOnce[Row], FilterMonadic[Row, Traversable[Row]], HasNewBuilder[Row, Traversable[Row]], AnyRef, Any
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Inherited
  1. DataFrame
  2. Traversable
  3. GenTraversable
  4. GenericTraversableTemplate
  5. TraversableLike
  6. GenTraversableLike
  7. Parallelizable
  8. TraversableOnce
  9. GenTraversableOnce
  10. FilterMonadic
  11. HasNewBuilder
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new DataFrame(columnNames: Seq[String], rows: Seq[Row], explain: Option[String] = None)

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    columnNames

    column names.

    rows

    data rows.

    explain

    optional string of operations (e.g. SQL statement) generating this data frame.

Type Members

  1. type Self = Traversable[Row]

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    Attributes
    protected[this]
    Definition Classes
    TraversableLike
  2. class WithFilter extends FilterMonadic[A, Repr]

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    Definition Classes
    TraversableLike

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 ++[B >: Row, That](that: GenTraversableOnce[B])(implicit bf: CanBuildFrom[Traversable[Row], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike
  4. def ++:[B >: Row, That](that: Traversable[B])(implicit bf: CanBuildFrom[Traversable[Row], B, That]): That

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    Definition Classes
    TraversableLike
  5. def ++:[B >: Row, That](that: TraversableOnce[B])(implicit bf: CanBuildFrom[Traversable[Row], B, That]): That

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    Definition Classes
    TraversableLike
  6. def /:[B](z: B)(op: (B, Row) ⇒ B): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  7. def :\[B](z: B)(op: (Row, B) ⇒ B): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  8. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  9. def addString(b: StringBuilder): StringBuilder

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    Definition Classes
    TraversableOnce
  10. def addString(b: StringBuilder, sep: String): StringBuilder

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    Definition Classes
    TraversableOnce
  11. def addString(b: StringBuilder, start: String, sep: String, end: String): StringBuilder

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    Definition Classes
    TraversableOnce
  12. def aggregate[B](z: ⇒ B)(seqop: (B, Row) ⇒ B, combop: (B, B) ⇒ B): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  13. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  14. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  15. def collect[B, That](pf: PartialFunction[Row, B])(implicit bf: CanBuildFrom[Traversable[Row], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike
  16. def collectFirst[B](pf: PartialFunction[Row, B]): Option[B]

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    Definition Classes
    TraversableOnce
  17. val columnNames: Seq[String]

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    column names.

  18. def companion: GenericCompanion[Traversable]

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    Definition Classes
    Traversable → GenTraversable → GenericTraversableTemplate
  19. def copyToArray[B >: Row](xs: Array[B], start: Int, len: Int): Unit

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    Definition Classes
    DataFrame → TraversableLike → TraversableOnce → GenTraversableOnce
  20. def copyToArray[B >: Row](xs: Array[B]): Unit

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  21. def copyToArray[B >: Row](xs: Array[B], start: Int): Unit

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  22. def copyToBuffer[B >: Row](dest: Buffer[B]): Unit

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    Definition Classes
    TraversableOnce
  23. def count(p: (Row) ⇒ Boolean): Int

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  24. def drop(n: Int): Traversable[Row]

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    Definition Classes
    TraversableLike → GenTraversableLike
  25. def dropWhile(p: (Row) ⇒ Boolean): Traversable[Row]

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    Definition Classes
    TraversableLike → GenTraversableLike
  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 exists(p: (Row) ⇒ Boolean): Boolean

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    Definition Classes
    DataFrame → TraversableLike → TraversableOnce → GenTraversableOnce
  29. val explain: Option[String]

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    optional string of operations (e.g.

    optional string of operations (e.g. SQL statement) generating this data frame.

  30. def filter(f: (Row) ⇒ Boolean): Seq[Row]

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    Definition Classes
    DataFrame → TraversableLike → GenTraversableLike
  31. def filterNot(p: (Row) ⇒ Boolean): Traversable[Row]

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    Definition Classes
    TraversableLike → GenTraversableLike
  32. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  33. def find(p: (Row) ⇒ Boolean): Option[Row]

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    Definition Classes
    DataFrame → TraversableLike → TraversableOnce → GenTraversableOnce
  34. def flatMap[B, That](f: (Row) ⇒ GenTraversableOnce[B])(implicit bf: CanBuildFrom[Traversable[Row], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike → FilterMonadic
  35. def flatten[B](implicit asTraversable: (Row) ⇒ GenTraversableOnce[B]): Traversable[B]

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    Definition Classes
    GenericTraversableTemplate
  36. def fold[A1 >: Row](z: A1)(op: (A1, A1) ⇒ A1): A1

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  37. def foldLeft[B](z: B)(op: (B, Row) ⇒ B): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  38. def foldRight[B](z: B)(op: (Row, B) ⇒ B): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  39. def forall(p: (Row) ⇒ Boolean): Boolean

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    Definition Classes
    DataFrame → TraversableLike → TraversableOnce → GenTraversableOnce
  40. def foreach[U](p: (Row) ⇒ U): Unit

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    Definition Classes
    DataFrame → GenericTraversableTemplate → TraversableLike → GenTraversableLike → TraversableOnce → GenTraversableOnce → FilterMonadic
  41. def genericBuilder[B]: Builder[B, Traversable[B]]

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    Definition Classes
    GenericTraversableTemplate
  42. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  43. def groupBy(cols: String*): Map[Seq[JsValue], Seq[Row]]

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    Groups rows by given columns.

  44. def groupBy[K](f: (Row) ⇒ K): Map[K, Traversable[Row]]

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    Definition Classes
    TraversableLike → GenTraversableLike
  45. def hasDefiniteSize: Boolean

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    Definition Classes
    DataFrame → TraversableLike → TraversableOnce → GenTraversableOnce
  46. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  47. def head(): Row

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    Definition Classes
    DataFrame → GenericTraversableTemplate → TraversableLike → GenTraversableLike
  48. def headOption: Option[Row]

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    Definition Classes
    TraversableLike → GenTraversableLike
  49. def init: Traversable[Row]

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    Definition Classes
    TraversableLike → GenTraversableLike
  50. def inits: Iterator[Traversable[Row]]

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    Definition Classes
    TraversableLike
  51. def isEmpty: Boolean

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    Definition Classes
    DataFrame → GenericTraversableTemplate → TraversableLike → TraversableOnce → GenTraversableOnce
  52. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  53. final def isTraversableAgain: Boolean

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    Definition Classes
    TraversableLike → GenTraversableLike → GenTraversableOnce
  54. def last: Row

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    Definition Classes
    TraversableLike → GenTraversableLike
  55. def lastOption: Option[Row]

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    Definition Classes
    TraversableLike → GenTraversableLike
  56. def map(f: (Row) ⇒ Row): Seq[Row]

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  57. def map[B, That](f: (Row) ⇒ B)(implicit bf: CanBuildFrom[Traversable[Row], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike → FilterMonadic
  58. def max[B >: Row](implicit cmp: Ordering[B]): Row

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  59. def maxBy[B](f: (Row) ⇒ B)(implicit cmp: Ordering[B]): Row

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  60. def min[B >: Row](implicit cmp: Ordering[B]): Row

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  61. def minBy[B](f: (Row) ⇒ B)(implicit cmp: Ordering[B]): Row

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  62. def mkString: String

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  63. def mkString(sep: String): String

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  64. def mkString(start: String, sep: String, end: String): String

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  65. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  66. def newBuilder: Builder[Row, Traversable[Row]]

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    Attributes
    protected[this]
    Definition Classes
    GenericTraversableTemplate → HasNewBuilder
  67. def nonEmpty: Boolean

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  68. final def notify(): Unit

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

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    Definition Classes
    AnyRef
  70. def orderBy(cols: (String, Boolean)*): DataFrame

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    Sorts the rows by given columns.

    Sorts the rows by given columns.

    cols

    a tuple of column name and ordering (true for ascending and false for descending).

  71. def par: ParIterable[Row]

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    Definition Classes
    Parallelizable
  72. def parCombiner: Combiner[Row, ParIterable[Row]]

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    Attributes
    protected[this]
    Definition Classes
    TraversableLike → Parallelizable
  73. def partition(p: (Row) ⇒ Boolean): (Traversable[Row], Traversable[Row])

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    Definition Classes
    TraversableLike → GenTraversableLike
  74. def product[B >: Row](implicit num: Numeric[B]): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  75. def reduce[A1 >: Row](op: (A1, A1) ⇒ A1): A1

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  76. def reduceLeft[B >: Row](op: (B, Row) ⇒ B): B

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    Definition Classes
    TraversableOnce
  77. def reduceLeftOption[B >: Row](op: (B, Row) ⇒ B): Option[B]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  78. def reduceOption[A1 >: Row](op: (A1, A1) ⇒ A1): Option[A1]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  79. def reduceRight[B >: Row](op: (Row, B) ⇒ B): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  80. def reduceRightOption[B >: Row](op: (Row, B) ⇒ B): Option[B]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  81. def repr: Traversable[Row]

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    Definition Classes
    TraversableLike → GenTraversableLike
  82. def reversed: List[Row]

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    Attributes
    protected[this]
    Definition Classes
    TraversableOnce
  83. val rows: Seq[Row]

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    data rows.

  84. def scan[B >: Row, That](z: B)(op: (B, B) ⇒ B)(implicit cbf: CanBuildFrom[Traversable[Row], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike
  85. def scanLeft[B, That](z: B)(op: (B, Row) ⇒ B)(implicit bf: CanBuildFrom[Traversable[Row], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike
  86. def scanRight[B, That](z: B)(op: (Row, B) ⇒ B)(implicit bf: CanBuildFrom[Traversable[Row], B, That]): That

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    Definition Classes
    TraversableLike → GenTraversableLike
    Annotations
    @migration
    Migration

    (Changed in version 2.9.0) The behavior of scanRight has changed. The previous behavior can be reproduced with scanRight.reverse.

  87. def seq: Traversable[Row]

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    Definition Classes
    DataFrame → Traversable → GenTraversable → Parallelizable → TraversableOnce → GenTraversableOnce
  88. def size: Int

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    Definition Classes
    DataFrame → GenTraversableLike → TraversableOnce → GenTraversableOnce
  89. def slice(from: Int, until: Int): Traversable[Row]

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    Definition Classes
    TraversableLike → GenTraversableLike
  90. def sortBy(cols: String*): DataFrame

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    Sorts the rows in ascending by given columns.

  91. def span(p: (Row) ⇒ Boolean): (Traversable[Row], Traversable[Row])

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    Definition Classes
    TraversableLike → GenTraversableLike
  92. def splitAt(n: Int): (Traversable[Row], Traversable[Row])

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    Definition Classes
    TraversableLike → GenTraversableLike
  93. def stringPrefix: String

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    Definition Classes
    TraversableLike → GenTraversableLike
  94. def sum[B >: Row](implicit num: Numeric[B]): B

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  95. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  96. def tail: Traversable[Row]

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    Definition Classes
    TraversableLike → GenTraversableLike
  97. def tails: Iterator[Traversable[Row]]

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    Definition Classes
    TraversableLike
  98. def take(n: Int): Seq[Row]

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    Definition Classes
    DataFrame → TraversableLike → GenTraversableLike
  99. def takeWhile(p: (Row) ⇒ Boolean): Traversable[Row]

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    Definition Classes
    TraversableLike → GenTraversableLike
  100. def thisCollection: Traversable[Row]

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    Attributes
    protected[this]
    Definition Classes
    TraversableLike
  101. def to[Col[_]](implicit cbf: CanBuildFrom[Nothing, Row, Col[Row]]): Col[Row]

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    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
  102. def toArray[B >: Row](implicit arg0: ClassTag[B]): Array[B]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  103. def toBuffer[B >: Row]: Buffer[B]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  104. def toCollection(repr: Traversable[Row]): Traversable[Row]

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    Attributes
    protected[this]
    Definition Classes
    TraversableLike
  105. def toIndexedSeq: IndexedSeq[Row]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  106. def toIterable: Iterable[Row]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  107. def toIterator: Iterator[Row]

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    Definition Classes
    DataFrame → TraversableLike → GenTraversableOnce
  108. def toList: List[Row]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  109. def toMap[T, U](implicit ev: <:<[Row, (T, U)]): Map[T, U]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  110. def toSeq: Seq[Row]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  111. def toSet[B >: Row]: Set[B]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  112. def toStream: Stream[Row]

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    Definition Classes
    DataFrame → TraversableLike → GenTraversableOnce
  113. def toString(numRows: Int, truncate: Boolean = true): String

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    Compose the string representing rows for output

    Compose the string representing rows for output

    numRows

    Number of rows to show

    truncate

    Whether truncate long strings and align cells right

  114. def toString(): String

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    Definition Classes
    DataFrame → TraversableLike → AnyRef → Any
  115. def toTraversable: Traversable[Row]

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    Definition Classes
    TraversableLike → TraversableOnce → GenTraversableOnce
    Annotations
    @deprecatedOverriding( ... , "2.11.0" )
  116. def toVector: Vector[Row]

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    Definition Classes
    TraversableOnce → GenTraversableOnce
  117. def transpose[B](implicit asTraversable: (Row) ⇒ GenTraversableOnce[B]): Traversable[Traversable[B]]

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    Definition Classes
    GenericTraversableTemplate
    Annotations
    @migration
    Migration

    (Changed in version 2.9.0) transpose throws an IllegalArgumentException if collections are not uniformly sized.

  118. def unzip[A1, A2](implicit asPair: (Row) ⇒ (A1, A2)): (Traversable[A1], Traversable[A2])

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    Definition Classes
    GenericTraversableTemplate
  119. def unzip3[A1, A2, A3](implicit asTriple: (Row) ⇒ (A1, A2, A3)): (Traversable[A1], Traversable[A2], Traversable[A3])

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    Definition Classes
    GenericTraversableTemplate
  120. def view(from: Int, until: Int): TraversableView[Row, Traversable[Row]]

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    Definition Classes
    TraversableLike
  121. def view: TraversableView[Row, Traversable[Row]]

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    Definition Classes
    TraversableLike
  122. final def wait(): Unit

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  125. def withFilter(p: (Row) ⇒ Boolean): FilterMonadic[Row, Traversable[Row]]

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    Definition Classes
    TraversableLike → FilterMonadic

Inherited from Traversable[Row]

Inherited from GenTraversable[Row]

Inherited from GenericTraversableTemplate[Row, Traversable]

Inherited from TraversableLike[Row, Traversable[Row]]

Inherited from GenTraversableLike[Row, Traversable[Row]]

Inherited from Parallelizable[Row, ParIterable[Row]]

Inherited from TraversableOnce[Row]

Inherited from GenTraversableOnce[Row]

Inherited from FilterMonadic[Row, Traversable[Row]]

Inherited from HasNewBuilder[Row, Traversable[Row]]

Inherited from AnyRef

Inherited from Any

Ungrouped