Packages

t

com.nvidia.spark.rapids

GpuSimpleHigherOrderFunction

trait GpuSimpleHigherOrderFunction extends Expression with GpuHigherOrderFunction with GpuBind

Trait for functions having as input one argument and one function.

Linear Supertypes
GpuBind, GpuHigherOrderFunction, ShimExpression, GpuExpression, Expression, TreeNode[Expression], TreePatternBits, Product, Equals, AnyRef, Any
Known Subclasses
GpuArrayExists, GpuArrayFilter, GpuArrayTransform, GpuArrayTransformBase, GpuMapFilter, GpuMapSimpleHigherOrderFunction, GpuTransformKeys, GpuTransformValues
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. GpuSimpleHigherOrderFunction
  2. GpuBind
  3. GpuHigherOrderFunction
  4. ShimExpression
  5. GpuExpression
  6. Expression
  7. TreeNode
  8. TreePatternBits
  9. Product
  10. Equals
  11. AnyRef
  12. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def argument: Expression
  2. abstract def bind(input: AttributeSeq): GpuExpression

    Returns a modified version of this with at a minimum all AttributeReferences in the child expressions replaced with GpuBoundReference instances.

    Returns a modified version of this with at a minimum all AttributeReferences in the child expressions replaced with GpuBoundReference instances.

    Definition Classes
    GpuBind
  3. abstract def canEqual(that: Any): Boolean
    Definition Classes
    Equals
  4. abstract def columnarEval(batch: ColumnarBatch): GpuColumnVector

    Returns the result of evaluating this expression on the entire ColumnarBatch.

    Returns the result of evaluating this expression on the entire ColumnarBatch. The result of calling this is a GpuColumnVector.

    By convention any GpuColumnVector returned by columnarEval is owned by the caller and will need to be closed by them. This can happen by putting it into a ColumnarBatch and closing the batch or by closing the vector directly if it is a temporary value.

    Definition Classes
    GpuExpression
  5. abstract def dataType: DataType
    Definition Classes
    Expression
  6. abstract def function: Expression
  7. abstract def productArity: Int
    Definition Classes
    Product
  8. abstract def productElement(n: Int): Any
    Definition Classes
    Product

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. def apply(number: Int): TreeNode[_]
    Definition Classes
    TreeNode
  5. def argString(maxFields: Int): String
    Definition Classes
    TreeNode
  6. def arguments: Seq[Expression]

    Arguments of the higher ordered function.

    Arguments of the higher ordered function.

    Definition Classes
    GpuSimpleHigherOrderFunction → GpuHigherOrderFunction
  7. def asCode: String
    Definition Classes
    TreeNode
  8. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  9. def bindLambdaFunc(input: AttributeSeq): (GpuLambdaFunction, GpuExpression, Seq[GpuExpression])

    Do the core work of binding this and its lambda function.

    Do the core work of binding this and its lambda function.

    input

    the input attributes

    returns

    the bound child GpuLambdaFunction, the bound argument, and project expressions for everything except the lambda function's arguments, because how you get those is often dependent on the type of processing you are doing.

    Attributes
    protected
  10. lazy val canonicalized: Expression
    Definition Classes
    GpuExpression → Expression
  11. def checkInputDataTypes(): TypeCheckResult
    Definition Classes
    Expression
  12. def children: Seq[Expression]
    Definition Classes
    GpuHigherOrderFunction → TreeNode
  13. def childrenResolved: Boolean
    Definition Classes
    Expression
  14. def clone(): Expression
    Definition Classes
    TreeNode → AnyRef
  15. def collect[B](pf: PartialFunction[Expression, B]): Seq[B]
    Definition Classes
    TreeNode
  16. def collectFirst[B](pf: PartialFunction[Expression, B]): Option[B]
    Definition Classes
    TreeNode
  17. def collectLeaves(): Seq[Expression]
    Definition Classes
    TreeNode
  18. def columnarEvalAny(batch: ColumnarBatch): Any

    Returns the result of evaluating this expression on the entire ColumnarBatch.

    Returns the result of evaluating this expression on the entire ColumnarBatch. The result of calling this may be a single GpuColumnVector or a scalar value. Scalar values typically happen if they are a part of the expression i.e. col("a") + 100. In this case the 100 is a literal that Add would have to be able to handle.

    By convention any AutoCloseable returned by columnarEvalAny is owned by the caller and will need to be closed by them.

    Definition Classes
    GpuExpression
  19. final def containsAllPatterns(patterns: TreePattern*): Boolean
    Definition Classes
    TreePatternBits
  20. final def containsAnyPattern(patterns: TreePattern*): Boolean
    Definition Classes
    TreePatternBits
  21. lazy val containsChild: Set[TreeNode[_]]
    Definition Classes
    TreeNode
  22. final def containsPattern(t: TreePattern): Boolean
    Definition Classes
    TreePatternBits
    Annotations
    @inline()
  23. def convertToAst(numFirstTableColumns: Int): AstExpression

    Build an equivalent representation of this expression in a cudf AST.

    Build an equivalent representation of this expression in a cudf AST.

    numFirstTableColumns

    number of columns in the leftmost input table. Spark places the columns of all inputs in a single sequence, while cudf AST uses an explicit table reference to make column indices unique. This parameter helps translate input column references from Spark's single sequence into cudf's separate sequences.

    returns

    top node of the equivalent AST

    Definition Classes
    GpuExpression
  24. def copyTagsFrom(other: Expression): Unit
    Definition Classes
    TreeNode
  25. lazy val deterministic: Boolean
    Definition Classes
    Expression
  26. def disableCoalesceUntilInput(): Boolean

    Override this if your expression cannot allow combining of data from multiple files into a single batch before it operates on them.

    Override this if your expression cannot allow combining of data from multiple files into a single batch before it operates on them. These are for things like getting the input file name. Which for spark is stored in a thread local variable which means we have to jump through some hoops to make this work.

    Definition Classes
    GpuExpression
  27. def disableTieredProjectCombine: Boolean

    If this returns true then tiered project will stop looking to combine expressions when this is seen.

    If this returns true then tiered project will stop looking to combine expressions when this is seen.

    Definition Classes
    GpuExpression
  28. final def doGenCode(ctx: CodegenContext, ev: ExprCode): ExprCode
    Definition Classes
    GpuExpression → Expression
  29. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  30. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  31. final def eval(input: InternalRow = null): Any
    Definition Classes
    GpuExpression → Expression
  32. def fastEquals(other: TreeNode[_]): Boolean
    Definition Classes
    TreeNode
  33. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  34. def find(f: (Expression) ⇒ Boolean): Option[Expression]
    Definition Classes
    TreeNode
  35. def flatArguments: Iterator[Any]
    Attributes
    protected
    Definition Classes
    Expression
  36. def flatMap[A](f: (Expression) ⇒ TraversableOnce[A]): Seq[A]
    Definition Classes
    TreeNode
  37. def foldable: Boolean
    Definition Classes
    Expression
  38. def foreach(f: (Expression) ⇒ Unit): Unit
    Definition Classes
    TreeNode
  39. def foreachUp(f: (Expression) ⇒ Unit): Unit
    Definition Classes
    TreeNode
  40. def functions: Seq[Expression]

    Functions applied by the higher order function.

    Functions applied by the higher order function.

    Definition Classes
    GpuSimpleHigherOrderFunction → GpuHigherOrderFunction
  41. def genCode(ctx: CodegenContext): ExprCode
    Definition Classes
    Expression
  42. def generateTreeString(depth: Int, lastChildren: Seq[Boolean], append: (String) ⇒ Unit, verbose: Boolean, prefix: String, addSuffix: Boolean, maxFields: Int, printNodeId: Boolean, indent: Int): Unit
    Definition Classes
    TreeNode
  43. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  44. def getDefaultTreePatternBits: BitSet
    Attributes
    protected
    Definition Classes
    TreeNode
  45. def getTagValue[T](tag: TreeNodeTag[T]): Option[T]
    Definition Classes
    TreeNode
  46. def hasSideEffects: Boolean

    Could evaluating this expression cause side-effects, such as throwing an exception?

    Could evaluating this expression cause side-effects, such as throwing an exception?

    Definition Classes
    GpuExpression
  47. def hashCode(): Int
    Definition Classes
    TreeNode → AnyRef → Any
  48. def innerChildren: Seq[TreeNode[_]]
    Definition Classes
    TreeNode
  49. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  50. def isRuleIneffective(ruleId: RuleId): Boolean
    Attributes
    protected
    Definition Classes
    TreeNode
  51. def jsonFields: List[JField]
    Attributes
    protected
    Definition Classes
    TreeNode
  52. val lambdaFunction: GpuLambdaFunction
    Attributes
    protected
  53. final def legacyWithNewChildren(newChildren: Seq[Expression]): Expression
    Attributes
    protected
    Definition Classes
    TreeNode
  54. def makeCopy(newArgs: Array[AnyRef]): Expression
    Definition Classes
    TreeNode
  55. def map[A](f: (Expression) ⇒ A): Seq[A]
    Definition Classes
    TreeNode
  56. def mapChildren(f: (Expression) ⇒ Expression): Expression
    Definition Classes
    TreeNode
  57. def mapProductIterator[B](f: (Any) ⇒ B)(implicit arg0: ClassTag[B]): Array[B]
    Attributes
    protected
    Definition Classes
    TreeNode
  58. def markRuleAsIneffective(ruleId: RuleId): Unit
    Attributes
    protected
    Definition Classes
    TreeNode
  59. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  60. def nodeName: String
    Definition Classes
    TreeNode
  61. val nodePatterns: Seq[TreePattern]
    Attributes
    protected
    Definition Classes
    TreeNode
  62. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  63. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  64. def nullable: Boolean
    Definition Classes
    GpuHigherOrderFunction → Expression
  65. def numberedTreeString: String
    Definition Classes
    TreeNode
  66. val origin: Origin
    Definition Classes
    TreeNode
  67. def otherCopyArgs: Seq[AnyRef]
    Attributes
    protected
    Definition Classes
    TreeNode
  68. def p(number: Int): Expression
    Definition Classes
    TreeNode
  69. def prettyJson: String
    Definition Classes
    TreeNode
  70. def prettyName: String
    Definition Classes
    Expression
  71. def productIterator: Iterator[Any]
    Definition Classes
    Product
  72. def productPrefix: String
    Definition Classes
    Product
  73. def references: AttributeSet
    Definition Classes
    Expression
  74. lazy val resolved: Boolean
    Definition Classes
    Expression
  75. lazy val retryable: Boolean

    true means this expression can be used inside a retry block, otherwise false.

    true means this expression can be used inside a retry block, otherwise false. An expression is retryable when

    • it is deterministic, or
    • when being non-deterministic, it is a Retryable and its children are all retryable.
    Definition Classes
    GpuExpression
  76. val selfNonDeterministic: Boolean

    Whether an expression itself is non-deterministic when its "deterministic" is false, no matter whether it has any non-deterministic children.

    Whether an expression itself is non-deterministic when its "deterministic" is false, no matter whether it has any non-deterministic children. An expression is actually a tree, and deterministic being false means there is at least one tree node is non-deterministic, but we need to know the exact nodes which are non-deterministic to check if it implements the Retryable.

    Default to false because Spark checks only children by default in Expression. So it is non-deterministic iff it has non-deterministic children.

    NOTE When overriding "deterministic", this should be taken care of.

    Definition Classes
    GpuExpression
  77. final def semanticEquals(other: Expression): Boolean
    Definition Classes
    Expression
  78. def semanticHash(): Int
    Definition Classes
    Expression
  79. def setTagValue[T](tag: TreeNodeTag[T], value: T): Unit
    Definition Classes
    TreeNode
  80. def simpleString(maxFields: Int): String
    Definition Classes
    Expression → TreeNode
  81. def simpleStringWithNodeId(): String
    Definition Classes
    Expression → TreeNode
  82. def sql: String
    Definition Classes
    Expression
  83. def stringArgs: Iterator[Any]
    Attributes
    protected
    Definition Classes
    TreeNode
  84. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  85. def toJSON: String
    Definition Classes
    TreeNode
  86. def toString(): String
    Definition Classes
    Expression → TreeNode → AnyRef → Any
  87. def transform(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  88. def transformDown(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  89. def transformDownWithPruning(cond: (TreePatternBits) ⇒ Boolean, ruleId: RuleId)(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  90. def transformUp(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  91. def transformUpWithBeforeAndAfterRuleOnChildren(cond: (Expression) ⇒ Boolean, ruleId: RuleId)(rule: PartialFunction[(Expression, Expression), Expression]): Expression
    Definition Classes
    TreeNode
  92. def transformUpWithPruning(cond: (TreePatternBits) ⇒ Boolean, ruleId: RuleId)(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  93. def transformWithPruning(cond: (TreePatternBits) ⇒ Boolean, ruleId: RuleId)(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  94. lazy val treePatternBits: BitSet
    Definition Classes
    TreeNode → TreePatternBits
  95. def treeString(append: (String) ⇒ Unit, verbose: Boolean, addSuffix: Boolean, maxFields: Int, printOperatorId: Boolean): Unit
    Definition Classes
    TreeNode
  96. final def treeString(verbose: Boolean, addSuffix: Boolean, maxFields: Int, printOperatorId: Boolean): String
    Definition Classes
    TreeNode
  97. final def treeString: String
    Definition Classes
    TreeNode
  98. def unsetTagValue[T](tag: TreeNodeTag[T]): Unit
    Definition Classes
    TreeNode
  99. final def verboseString(maxFields: Int): String
    Definition Classes
    Expression → TreeNode
  100. def verboseStringWithSuffix(maxFields: Int): String
    Definition Classes
    TreeNode
  101. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  102. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  103. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  104. final def withNewChildren(newChildren: Seq[Expression]): Expression
    Definition Classes
    TreeNode
  105. def withNewChildrenInternal(newChildren: IndexedSeq[Expression]): Expression
    Definition Classes
    ShimExpression → TreeNode

Inherited from GpuBind

Inherited from GpuHigherOrderFunction

Inherited from ShimExpression

Inherited from GpuExpression

Inherited from Expression

Inherited from TreeNode[Expression]

Inherited from TreePatternBits

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped