water.fvec

H2OFrame

class H2OFrame extends Frame with FrameOps

Wrapper around Java H2O Frame to provide more Scala-like API.

Linear Supertypes
FrameOps, Frame, Lockable[Frame], Keyed[Frame], Iced[Frame], Externalizable, Serializable, Freezable[Frame], Cloneable, AnyRef, Any
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Inherited
  1. H2OFrame
  2. FrameOps
  3. Frame
  4. Lockable
  5. Keyed
  6. Iced
  7. Externalizable
  8. Serializable
  9. Freezable
  10. Cloneable
  11. AnyRef
  12. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OFrame()

  2. new H2OFrame(parseSetup: ParseSetup, file: File)

    Create a new frame by parsing given file.

    Create a new frame by parsing given file.

    parseSetup

    setup for parser

    file

    cluster-local file to parse (has to be available on each node)

    returns

    a new frame containing parsed file data

  3. new H2OFrame(file: File)

    Create a new frame by parsing given file.

    Create a new frame by parsing given file.

    file

    cluster-local file to parse (has to be available on each node)

    returns

    a new frame containing parsed file data

  4. new H2OFrame(uris: URI*)

    Create a new frame by parsing given files.

    Create a new frame by parsing given files.

    uris

    URIs of files to parse

    returns

    new H2O frame containing parsed data

  5. new H2OFrame(parseSetup: ParseSetup, uris: URI*)

    Create a new frame by parsing given files.

    Create a new frame by parsing given files.

    parseSetup

    setup for parser

    uris

    URIs of files to parse

    returns

    new H2O frame containing parsed data

  6. new H2OFrame(key: String)

    Create a new H2OFrame based on existing Java Frame referenced by its key.

    Create a new H2OFrame based on existing Java Frame referenced by its key.

    key

    string representation of a reference to Java Frame

    returns

    new H2O frame

  7. new H2OFrame(key: Key[Frame])

    Create a new H2OFrame based on existing Java Frame referenced by its key.

    Create a new H2OFrame based on existing Java Frame referenced by its key.

    key

    reference to Java Frame

    returns

    new H2O frame

  8. new H2OFrame(fr: Frame)

    Create a new H2OFrame based on existing Java Frame.

    Create a new H2OFrame based on existing Java Frame.

    Simple field copy, so the Frames share underlying arrays. Recommended that the input Java Frame be dead after this call.

    fr

    Java frame

    returns

    new H2O frame with parsed data

Type Members

  1. class FrameVecRegistry extends AnyRef

    Definition Classes
    Frame

  2. type VecSelector = (String, Vec) ⇒ Boolean

    Functional type to select vectors.

    Functional type to select vectors.

    Definition Classes
    FrameOps

  3. type VecTransformation = (String, Vec) ⇒ Vec

    Functional type to transform vectors.

    Functional type to transform vectors.

    Definition Classes
    FrameOps

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. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any

  6. def add(arg0: Frame): Frame

    Definition Classes
    Frame

  7. def add(arg0: String, arg1: Vec): Vec

    Definition Classes
    Frame

  8. def add(arg0: Array[String], arg1: Array[Vec], arg2: Int): Unit

    Definition Classes
    Frame

  9. def add(arg0: Array[String], arg1: Array[Vec]): Unit

    Definition Classes
    Frame

  10. final def anyVec(): Vec

    Definition Classes
    Frame

  11. def apply(transformation: (String, Vec) ⇒ Vec, selector: (String, Vec) ⇒ Boolean, removeVec: Boolean = true): H2OFrame

    Definition Classes
    FrameOps

  12. def apply(transformation: (String, Vec) ⇒ Vec, colNames: Array[String]): H2OFrame

    Definition Classes
    FrameOps

  13. def apply(transformation: (String, Vec) ⇒ Vec, colNames: Symbol*): H2OFrame

    Definition Classes
    FrameOps

  14. def apply(columnNames: Symbol*): H2OFrame

    Create a sub-frame based on the list of column names.

    Create a sub-frame based on the list of column names.

    columnNames

    name of columns which will compose a new frame

    returns

    a new H2O Frame composed of selected vectors

    Definition Classes
    FrameOps

  15. def apply(columnNames: Array[String]): H2OFrame

    Create a sub-frame based on the list of column names.

    Create a sub-frame based on the list of column names.

    columnNames

    name of columns which will compose a new frame

    returns

    a new H2O Frame composed of selected vectors

    Definition Classes
    FrameOps

  16. def asBytes(): Array[Byte]

    Definition Classes
    Iced → Freezable

  17. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  18. def bulkRollups(): Array[Vec]

    Definition Classes
    Frame

  19. def byteSize(): Long

    Definition Classes
    Frame

  20. def cardinality(): Array[Int]

    Definition Classes
    Frame

  21. final def checksum(): Long

    Definition Classes
    Keyed

  22. def checksum_impl(): Long

    Attributes
    protected[water.fvec]
    Definition Classes
    Frame → Keyed

  23. final def clone(): Frame

    Definition Classes
    Iced → Freezable → AnyRef

  24. def colToEnum(cols: Array[Int]): Unit

    Transform columns in enum columns

    Transform columns in enum columns

    cols

    : Array[ Int ] containing all the indexes of enum columns

    Definition Classes
    FrameOps

  25. def colToEnum(cols: Array[String]): Unit

    Transform columns in enum columns

    Transform columns in enum columns

    cols

    : Array[ String ] containing all the names of enum columns

    Definition Classes
    FrameOps

  26. def copyOver(arg0: Frame): Unit

    Attributes
    protected[water]
    Definition Classes
    Iced

  27. def deepCopy(arg0: String): Frame

    Definition Classes
    Frame

  28. def deepSlice(arg0: Any, arg1: Any): Frame

    Definition Classes
    Frame

  29. final def delete(arg0: Key[Job], arg1: Futures): Futures

    Definition Classes
    Lockable

  30. final def delete(): Unit

    Definition Classes
    Lockable

  31. def delete_and_lock(arg0: Key[Job]): Frame

    Definition Classes
    Lockable

  32. def delete_and_lock(arg0: Job): Frame

    Definition Classes
    Lockable

  33. def delete_and_lock(): Frame

    Definition Classes
    Lockable

  34. def domains(): Array[Array[String]]

    Definition Classes
    Frame

  35. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  36. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  37. def extractFrame(arg0: Int, arg1: Int): Frame

    Definition Classes
    Frame

  38. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  39. def find(arg0: Array[String]): Array[Int]

    Definition Classes
    Frame

  40. def find(arg0: Key[_ <: Keyed[_ <: Keyed[_ <: AnyRef]]]): Int

    Definition Classes
    Frame

  41. def find(arg0: Vec): Int

    Definition Classes
    Frame

  42. def find(arg0: String): Int

    Definition Classes
    Frame

  43. def frameVecRegistry(): FrameVecRegistry

    Definition Classes
    Frame

  44. final def frozenType(): Int

    Definition Classes
    Iced → Freezable

  45. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any

  46. def hasInfs(): Boolean

    Definition Classes
    Frame

  47. def hasNAs(): Boolean

    Definition Classes
    Frame

  48. def hashCode(): Int

    Definition Classes
    H2OFrame → AnyRef → Any

  49. def insertVec(arg0: Int, arg1: String, arg2: Vec): Unit

    Definition Classes
    Frame

  50. def isCompatible(arg0: Frame): Boolean

    Definition Classes
    Frame

  51. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  52. def key: Key[Frame]

    Expose internal key via a method.

    Expose internal key via a method.

    The motivation is to simplify manipulation with frame from Py4J (pySparkling)

  53. def keys(): Array[Key[Vec]]

    Definition Classes
    Frame

  54. def keysList(): Iterable[Key[Vec]]

    Definition Classes
    Frame

  55. def lastVec(): Vec

    Definition Classes
    Frame

  56. def lastVecName(): String

    Definition Classes
    Frame

  57. def makeCompatible(arg0: Frame, arg1: Boolean): Array[Vec]

    Definition Classes
    Frame

  58. def makeCompatible(arg0: Frame): Array[Vec]

    Definition Classes
    Frame

  59. def makeSchema(): Class[FrameKeyV3]

    Definition Classes
    Frame → Keyed

  60. def means(): Array[Double]

    Definition Classes
    Frame

  61. def modes(): Array[Int]

    Definition Classes
    Frame

  62. def moveFirst(arg0: Array[Int]): Unit

    Definition Classes
    Frame

  63. def mults(): Array[Double]

    Definition Classes
    Frame

  64. def naCount(): Long

    Definition Classes
    Frame

  65. def naFraction(): Double

    Definition Classes
    Frame

  66. def name(arg0: Int): String

    Definition Classes
    Frame

  67. def names(): Array[String]

    Definition Classes
    Frame

  68. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  69. final def notify(): Unit

    Definition Classes
    AnyRef

  70. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  71. def numCols(): Int

    Definition Classes
    Frame

  72. def numRows(): Long

    Definition Classes
    Frame

  73. def postWrite(arg0: Futures): Futures

    Definition Classes
    Frame

  74. def prepend(arg0: String, arg1: Vec): Frame

    Definition Classes
    Frame

  75. def reOrder(arg0: Array[Int]): Unit

    Definition Classes
    Frame

  76. final def read(arg0: AutoBuffer): Frame

    Definition Classes
    Iced → Freezable

  77. def readAll_impl(arg0: AutoBuffer, arg1: Futures): Keyed

    Attributes
    protected[water.fvec]
    Definition Classes
    Frame → Keyed

  78. def readExternal(arg0: ObjectInput): Unit

    Definition Classes
    Iced → Externalizable
    Annotations
    @throws( ... ) @throws( classOf[java.io.IOException] )

  79. final def readJSON(arg0: AutoBuffer): Frame

    Definition Classes
    Iced → Freezable

  80. def read_lock(arg0: Key[Job]): Unit

    Definition Classes
    Lockable

  81. def reloadFromBytes(arg0: Array[Byte]): Frame

    Definition Classes
    Iced → Freezable

  82. final def reloadVecs(): Array[Vec]

    Definition Classes
    Frame

  83. final def remove(arg0: Int): Vec

    Definition Classes
    Frame

  84. def remove(arg0: Array[Int]): Array[Vec]

    Definition Classes
    Frame

  85. def remove(arg0: Array[String]): Frame

    Definition Classes
    Frame

  86. def remove(arg0: String): Vec

    Definition Classes
    Frame

  87. final def remove(arg0: Futures): Futures

    Definition Classes
    Keyed

  88. final def remove(): Unit

    Definition Classes
    Keyed

  89. def removeAll(): Array[Vec]

    Definition Classes
    Frame

  90. def remove_impl(arg0: Futures): Futures

    Attributes
    protected[water.fvec]
    Definition Classes
    Frame → Keyed

  91. def rename(oldName: String, newName: String): Unit

    Rename a column of your DataFrame

    Rename a column of your DataFrame

    oldName

    : Old name

    newName

    : New name

    Definition Classes
    FrameOps

  92. def rename(index: Int, newName: String): Unit

    Rename a column of your DataFrame

    Rename a column of your DataFrame

    index

    : Index of the column to rename

    newName

    : New name

    Definition Classes
    FrameOps

  93. def replace(arg0: Int, arg1: Vec): Vec

    Definition Classes
    Frame

  94. def restructure(arg0: Array[String], arg1: Array[Vec], arg2: Int): Unit

    Definition Classes
    Frame

  95. def restructure(arg0: Array[String], arg1: Array[Vec]): Unit

    Definition Classes
    Frame

  96. final def retain(arg0: Futures, arg1: Set[Key]): Futures

    Definition Classes
    Frame

  97. final def setNames(arg0: Array[String]): Unit

    Definition Classes
    Frame

  98. def sort(arg0: Array[Int], arg1: Array[Int]): Frame

    Definition Classes
    Frame

  99. def sort(arg0: Array[Int]): Frame

    Definition Classes
    Frame

  100. def subframe(arg0: Int, arg1: Int): Frame

    Definition Classes
    Frame

  101. def subframe(arg0: Array[String]): Frame

    Definition Classes
    Frame

  102. def swap(arg0: Int, arg1: Int): Unit

    Definition Classes
    Frame

  103. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef

  104. def toCSV(arg0: CSVStreamParams): InputStream

    Definition Classes
    Frame

  105. def toCategoricalCol(arg0: String): Frame

    Definition Classes
    Frame

  106. def toCategoricalCol(arg0: Int): Frame

    Definition Classes
    Frame

  107. final def toJsonString(): String

    Definition Classes
    Iced

  108. def toString(): String

    Definition Classes
    H2OFrame → Frame → AnyRef → Any

  109. def toString(arg0: Long, arg1: Int, arg2: Boolean): String

    Definition Classes
    Frame

  110. def toString(arg0: Long, arg1: Int): String

    Definition Classes
    Frame

  111. def toTwoDimTable(arg0: Long, arg1: Int, arg2: Boolean): TwoDimTable

    Definition Classes
    Frame

  112. def toTwoDimTable(arg0: Long, arg1: Int): TwoDimTable

    Definition Classes
    Frame

  113. def toTwoDimTable(): TwoDimTable

    Definition Classes
    Frame

  114. def types(): Array[Byte]

    Definition Classes
    Frame

  115. def typesStr(): Array[String]

    Definition Classes
    Frame

  116. def uniquify(arg0: String): String

    Definition Classes
    Frame

  117. def unlock(arg0: Key[Job], arg1: Boolean): Frame

    Definition Classes
    Lockable

  118. def unlock(arg0: Key[Job]): Frame

    Definition Classes
    Lockable

  119. def unlock(arg0: Job): Frame

    Definition Classes
    Lockable

  120. def unlock(): Frame

    Definition Classes
    Lockable

  121. def unlock_all(): Unit

    Definition Classes
    Lockable

  122. def update(arg0: Key[Job[_ <: Keyed[_ <: Keyed[_ <: AnyRef]]]]): Frame

    Definition Classes
    Lockable

  123. def update(arg0: Job[_ <: Keyed[_ <: Keyed[_ <: AnyRef]]]): Frame

    Definition Classes
    Lockable

  124. def update(): Frame

    Definition Classes
    Lockable

  125. def vec(arg0: String): Vec

    Definition Classes
    Frame

  126. final def vec(arg0: Int): Vec

    Definition Classes
    Frame

  127. def vecs(arg0: Array[String]): Array[Vec]

    Definition Classes
    Frame

  128. final def vecs(arg0: Array[Int]): Array[Vec]

    Definition Classes
    Frame

  129. final def vecs(): Array[Vec]

    Definition Classes
    Frame

  130. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  131. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  132. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  133. final def write(arg0: AutoBuffer): AutoBuffer

    Definition Classes
    Iced → Freezable

  134. def writeAll(arg0: AutoBuffer): AutoBuffer

    Definition Classes
    Keyed

  135. def writeAll_impl(arg0: AutoBuffer): AutoBuffer

    Attributes
    protected[water.fvec]
    Definition Classes
    Frame → Keyed

  136. def writeExternal(arg0: ObjectOutput): Unit

    Definition Classes
    Iced → Externalizable
    Annotations
    @throws( classOf[java.io.IOException] )

  137. def writeJSON(arg0: AutoBuffer): AutoBuffer

    Definition Classes
    Iced → Freezable

  138. def write_lock(arg0: Key[Job]): Lockable[?0] forSome {type ?0 <: Lockable[?0]}

    Definition Classes
    Lockable

  139. def write_lock(arg0: Job): Lockable[?0] forSome {type ?0 <: Lockable[?0]}

    Definition Classes
    Lockable

  140. def write_lock(): Lockable[?0] forSome {type ?0 <: Lockable[?0]}

    Definition Classes
    Lockable

Inherited from FrameOps

Inherited from Frame

Inherited from Lockable[Frame]

Inherited from Keyed[Frame]

Inherited from Iced[Frame]

Inherited from Externalizable

Inherited from Serializable

Inherited from Freezable[Frame]

Inherited from Cloneable

Inherited from AnyRef

Inherited from Any

Ungrouped