Class/Object

io.github.mandar2812.dynaml.algebra

SparkMatrix

Related Docs: object SparkMatrix | package algebra

Permalink

class SparkMatrix extends NumericOps[SparkMatrix]

Linear Supertypes
NumericOps[SparkMatrix], ImmutableNumericOps[SparkMatrix], AnyRef, Any
Known Subclasses
DualSparkVector, SparkPSDMatrix, SparkSquareMatrix, SparkVector
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. SparkMatrix
  2. NumericOps
  3. ImmutableNumericOps
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new SparkMatrix(baseMatrix: RDD[((Long, Long), Double)], num_rows: Long = 1L, num_cols: Long = 1L, sanityChecks: Boolean = true)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def %[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpMod.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  4. final def %:%[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpMod.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  5. final def %=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpMod.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  6. final def &[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpAnd.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  7. final def &:&[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpAnd.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  8. final def &=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpAnd.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  9. final def *[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpMulMatrix.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  10. final def *:*[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpMulScalar.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  11. final def *=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpMulScalar.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  12. final def +[TT >: SparkMatrix, B, C, That](b: B)(implicit op: breeze.linalg.operators.OpAdd.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    NumericOps

  13. final def +:+[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpAdd.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  14. final def +=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpAdd.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  15. final def -[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpSub.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  16. final def -:-[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpSub.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  17. final def -=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpSub.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  18. final def /[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpDiv.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  19. final def /:/[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpDiv.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  20. final def /=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpDiv.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  21. final def :!=[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpNe.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  22. final def :%=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpMod.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  23. final def :&=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpAnd.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  24. final def :*=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpMulScalar.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  25. final def :+=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpAdd.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  26. final def :-=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpSub.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  27. final def :/=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpDiv.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  28. final def :=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpSet.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  29. final def :==[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpEq.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  30. final def :^=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpPow.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  31. final def :^^=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpXor.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  32. final def :|=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpOr.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  33. final def <:<[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpLT.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    NumericOps

  34. final def <:=[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpLTE.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    NumericOps

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

    Permalink
    Definition Classes
    AnyRef → Any

  36. final def >:=[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpGTE.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    NumericOps

  37. final def >:>[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpGT.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    NumericOps

  38. def \[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpSolveMatrixBy.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  39. final def ^:^[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpPow.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  40. final def ^^[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpXor.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  41. final def ^^:^^[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpXor.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  42. final def ^^=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpXor.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

  43. def _matrix: RDD[((Long, Long), Double)]

    Permalink

    returns

    The backing RDD

  44. def apply(r: Range, c: Range): SparkMatrix

    Permalink

  45. def apply(r: NumericRange[Long], c: NumericRange[Long]): SparkMatrix

    Permalink

    Get a sub-matrix based on a range of rows and columns

  46. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  47. def clone(): AnyRef

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

  48. lazy val cols: Long

    Permalink

  49. final def dot[TT >: SparkMatrix, B, BB >: B, That](b: B)(implicit op: breeze.linalg.operators.OpMulInner.Impl2[TT, BB, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

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

    Permalink
    Definition Classes
    AnyRef

  51. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  52. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  54. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  55. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  56. var matrix: RDD[((Long, Long), Double)]

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    AnyRef

  58. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  59. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  60. def persist: Unit

    Permalink

  61. def repr: SparkMatrix

    Permalink
    Definition Classes
    SparkMatrix → ImmutableNumericOps

  62. lazy val rows: Long

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  64. def t: SparkMatrix

    Permalink

    Obtain transpose of the matrix.

  65. final def t[TT >: SparkMatrix, That, Slice1, Result](a: Slice1)(implicit op: CanTranspose[TT, That], canSlice: CanSlice[That, Slice1, Result]): Result

    Permalink
    Definition Classes
    ImmutableNumericOps

  66. final def t[TT >: SparkMatrix, That, Slice1, Slice2, Result](a: Slice1, b: Slice2)(implicit op: CanTranspose[TT, That], canSlice: CanSlice2[That, Slice1, Slice2, Result]): Result

    Permalink
    Definition Classes
    ImmutableNumericOps

  67. final def t[TT >: SparkMatrix, That](implicit op: CanTranspose[TT, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  68. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  69. final def unary_![TT >: SparkMatrix, That](implicit op: breeze.linalg.operators.OpNot.Impl[TT, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  70. final def unary_-[TT >: SparkMatrix, That](implicit op: breeze.linalg.operators.OpNeg.Impl[TT, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  71. def unpersist: Unit

    Permalink

  72. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  75. final def |[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpOr.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  76. final def |:|[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpOr.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps

  77. final def |=[TT >: SparkMatrix, B](b: B)(implicit op: breeze.linalg.operators.OpOr.InPlaceImpl2[TT, B]): SparkMatrix

    Permalink
    Definition Classes
    NumericOps

Deprecated Value Members

  1. final def :%[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpMod.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use %:% instead.

  2. final def :&[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpAnd.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use &:& instead.

  3. final def :*[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpMulScalar.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use *:* instead.

  4. final def :+[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpAdd.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use +:+ instead.

  5. final def :-[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpSub.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use -:- instead.

  6. final def :/[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpDiv.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use /:/ instead.

  7. final def :<[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpLT.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    NumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use <:< instead.

  8. final def :<=[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpLTE.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    NumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use <:= instead.

  9. final def :>[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpGT.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    NumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use >:> instead.

  10. final def :>=[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpGTE.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    NumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use >:= instead.

  11. final def :^[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpPow.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use : instead.

  12. final def :^^[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpXor.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use : instead.

  13. final def :|[TT >: SparkMatrix, B, That](b: B)(implicit op: breeze.linalg.operators.OpOr.Impl2[TT, B, That]): That

    Permalink
    Definition Classes
    ImmutableNumericOps
    Annotations
    @deprecated
    Deprecated

    (Since version 0.13) This operator has confusing and often surprising precedence that leads to bugs. Use |:| instead.

Inherited from NumericOps[SparkMatrix]

Inherited from ImmutableNumericOps[SparkMatrix]

Inherited from AnyRef

Inherited from Any

Ungrouped