case class GpuPythonUDF(name: String, func: PythonFunction, dataType: DataType, children: Seq[Expression], evalType: Int, udfDeterministic: Boolean, resultId: ExprId = NamedExpression.newExprId) extends Expression with GpuUnevaluable with NonSQLExpression with UserDefinedExpression with GpuAggregateWindowFunction[SumAggregation] with Product with Serializable

A serialized version of a Python lambda function. This is a special expression, which needs a dedicated physical operator to execute it, and thus can't be pushed down to data sources.

Linear Supertypes
Serializable, Serializable, GpuAggregateWindowFunction[SumAggregation], GpuWindowFunction, UserDefinedExpression, NonSQLExpression, GpuUnevaluable, GpuExpression, Arm, Expression, TreeNode[Expression], Product, Equals, AnyRef, Any
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Inherited
  1. GpuPythonUDF
  2. Serializable
  3. Serializable
  4. GpuAggregateWindowFunction
  5. GpuWindowFunction
  6. UserDefinedExpression
  7. NonSQLExpression
  8. GpuUnevaluable
  9. GpuExpression
  10. Arm
  11. Expression
  12. TreeNode
  13. Product
  14. Equals
  15. AnyRef
  16. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new GpuPythonUDF(name: String, func: PythonFunction, dataType: DataType, children: Seq[Expression], evalType: Int, udfDeterministic: Boolean, resultId: ExprId = NamedExpression.newExprId)

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 asCode: String
    Definition Classes
    TreeNode
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. lazy val canonicalized: Expression
    Definition Classes
    GpuPythonUDF → GpuExpression → Expression
  9. def checkInputDataTypes(): TypeCheckResult
    Definition Classes
    Expression
  10. val children: Seq[Expression]
    Definition Classes
    GpuPythonUDF → TreeNode
  11. def childrenResolved: Boolean
    Definition Classes
    Expression
  12. def clone(): Expression
    Definition Classes
    TreeNode → AnyRef
  13. def closeOnExcept[T <: AutoCloseable, V](r: ArrayBuffer[T])(block: (ArrayBuffer[T]) ⇒ V): V

    Executes the provided code block, closing the resources only if an exception occurs

    Executes the provided code block, closing the resources only if an exception occurs

    Definition Classes
    Arm
  14. def closeOnExcept[T <: AutoCloseable, V](r: Array[T])(block: (Array[T]) ⇒ V): V

    Executes the provided code block, closing the resources only if an exception occurs

    Executes the provided code block, closing the resources only if an exception occurs

    Definition Classes
    Arm
  15. def closeOnExcept[T <: AutoCloseable, V](r: Seq[T])(block: (Seq[T]) ⇒ V): V

    Executes the provided code block, closing the resources only if an exception occurs

    Executes the provided code block, closing the resources only if an exception occurs

    Definition Classes
    Arm
  16. def closeOnExcept[T <: AutoCloseable, V](r: T)(block: (T) ⇒ V): V

    Executes the provided code block, closing the resource only if an exception occurs

    Executes the provided code block, closing the resource only if an exception occurs

    Definition Classes
    Arm
  17. def collect[B](pf: PartialFunction[Expression, B]): Seq[B]
    Definition Classes
    TreeNode
  18. def collectFirst[B](pf: PartialFunction[Expression, B]): Option[B]
    Definition Classes
    TreeNode
  19. def collectLeaves(): Seq[Expression]
    Definition Classes
    TreeNode
  20. final def columnarEval(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 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
    GpuUnevaluable → GpuExpression
  21. lazy val containsChild: Set[TreeNode[_]]
    Definition Classes
    TreeNode
  22. def copyTagsFrom(other: Expression): Unit
    Attributes
    protected
    Definition Classes
    TreeNode
  23. val dataType: DataType
    Definition Classes
    GpuPythonUDF → Expression
  24. lazy val deterministic: Boolean
    Definition Classes
    GpuPythonUDF → Expression
  25. 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
  26. final def doGenCode(ctx: CodegenContext, ev: ExprCode): ExprCode
    Attributes
    protected
    Definition Classes
    GpuExpression → Expression
  27. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  28. final def eval(input: InternalRow = null): Any
    Definition Classes
    GpuExpression → Expression
  29. val evalType: Int
  30. def fastEquals(other: TreeNode[_]): Boolean
    Definition Classes
    TreeNode
  31. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  32. def find(f: (Expression) ⇒ Boolean): Option[Expression]
    Definition Classes
    TreeNode
  33. def flatArguments: Iterator[Any]
    Attributes
    protected
    Definition Classes
    Expression
  34. def flatMap[A](f: (Expression) ⇒ TraversableOnce[A]): Seq[A]
    Definition Classes
    TreeNode
  35. def foldable: Boolean
    Definition Classes
    Expression
  36. def foreach(f: (Expression) ⇒ Unit): Unit
    Definition Classes
    TreeNode
  37. def foreachUp(f: (Expression) ⇒ Unit): Unit
    Definition Classes
    TreeNode
  38. def freeOnExcept[T <: RapidsBuffer, V](r: T)(block: (T) ⇒ V): V

    Executes the provided code block, freeing the RapidsBuffer only if an exception occurs

    Executes the provided code block, freeing the RapidsBuffer only if an exception occurs

    Definition Classes
    Arm
  39. val func: PythonFunction
  40. def genCode(ctx: CodegenContext): ExprCode
    Definition Classes
    Expression
  41. def generateTreeString(depth: Int, lastChildren: Seq[Boolean], append: (String) ⇒ Unit, verbose: Boolean, prefix: String, addSuffix: Boolean, maxFields: Int, printNodeId: Boolean): Unit
    Definition Classes
    TreeNode
  42. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  43. def getTagValue[T](tag: TreeNodeTag[T]): Option[T]
    Definition Classes
    TreeNode
  44. def hashCode(): Int
    Definition Classes
    TreeNode → AnyRef → Any
  45. def innerChildren: Seq[TreeNode[_]]
    Definition Classes
    TreeNode
  46. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  47. def jsonFields: List[JField]
    Attributes
    protected
    Definition Classes
    TreeNode
  48. def makeCopy(newArgs: Array[AnyRef]): Expression
    Definition Classes
    TreeNode
  49. def map[A](f: (Expression) ⇒ A): Seq[A]
    Definition Classes
    TreeNode
  50. def mapChildren(f: (Expression) ⇒ Expression): Expression
    Definition Classes
    TreeNode
  51. def mapProductIterator[B](f: (Any) ⇒ B)(implicit arg0: ClassTag[B]): Array[B]
    Attributes
    protected
    Definition Classes
    TreeNode
  52. val name: String
  53. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  54. def nodeName: String
    Definition Classes
    TreeNode
  55. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  56. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  57. def nullable: Boolean
    Definition Classes
    GpuPythonUDF → Expression
  58. def numberedTreeString: String
    Definition Classes
    TreeNode
  59. val origin: Origin
    Definition Classes
    TreeNode
  60. def otherCopyArgs: Seq[AnyRef]
    Attributes
    protected
    Definition Classes
    TreeNode
  61. def p(number: Int): Expression
    Definition Classes
    TreeNode
  62. def prettyJson: String
    Definition Classes
    TreeNode
  63. def prettyName: String
    Definition Classes
    Expression
  64. def references: AttributeSet
    Definition Classes
    Expression
  65. lazy val resolved: Boolean
    Definition Classes
    Expression
  66. lazy val resultAttribute: Attribute
  67. val resultId: ExprId
  68. def semanticEquals(other: Expression): Boolean
    Definition Classes
    Expression
  69. def semanticHash(): Int
    Definition Classes
    Expression
  70. def setTagValue[T](tag: TreeNodeTag[T], value: T): Unit
    Definition Classes
    TreeNode
  71. def simpleString(maxFields: Int): String
    Definition Classes
    Expression → TreeNode
  72. def simpleStringWithNodeId(): String
    Definition Classes
    Expression → TreeNode
  73. final def sql: String
    Definition Classes
    NonSQLExpression → Expression
  74. def stringArgs: Iterator[Any]
    Attributes
    protected
    Definition Classes
    TreeNode
  75. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  76. def toJSON: String
    Definition Classes
    TreeNode
  77. def toString(): String
    Definition Classes
    GpuPythonUDF → Expression → TreeNode → AnyRef → Any
  78. def transform(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  79. def transformDown(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  80. def transformUp(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  81. def treeString(append: (String) ⇒ Unit, verbose: Boolean, addSuffix: Boolean, maxFields: Int, printOperatorId: Boolean): Unit
    Definition Classes
    TreeNode
  82. final def treeString(verbose: Boolean, addSuffix: Boolean, maxFields: Int, printOperatorId: Boolean): String
    Definition Classes
    TreeNode
  83. final def treeString: String
    Definition Classes
    TreeNode
  84. val udfDeterministic: Boolean
  85. def unsetTagValue[T](tag: TreeNodeTag[T]): Unit
    Definition Classes
    TreeNode
  86. final def verboseString(maxFields: Int): String
    Definition Classes
    Expression → TreeNode
  87. def verboseStringWithSuffix(maxFields: Int): String
    Definition Classes
    TreeNode
  88. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  89. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  90. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @throws( ... )
  91. def windowAggregation(inputs: Seq[(ColumnVector, Int)]): AggregationOnColumn[SumAggregation]

    Create the aggregation operation to perform for Windowing.

    Create the aggregation operation to perform for Windowing. The input to this method is a sequence of (index, ColumnVector) that corresponds one to one with what was returned by windowInputProjection. The index is the index into the Table for the corresponding ColumnVector. Some aggregations need extra values.

    Definition Classes
    GpuPythonUDF → GpuAggregateWindowFunction
  92. val windowInputProjection: Seq[Expression]

    Using child references, define the shape of the vectors sent to the window operations

    Using child references, define the shape of the vectors sent to the window operations

    Definition Classes
    GpuPythonUDF → GpuAggregateWindowFunction
  93. def withNewChildren(newChildren: Seq[Expression]): Expression
    Definition Classes
    TreeNode
  94. def withResource[T <: AutoCloseable, V](r: ArrayBuffer[T])(block: (ArrayBuffer[T]) ⇒ V): V

    Executes the provided code block and then closes the array buffer of resources

    Executes the provided code block and then closes the array buffer of resources

    Definition Classes
    Arm
  95. def withResource[T <: AutoCloseable, V](r: Array[T])(block: (Array[T]) ⇒ V): V

    Executes the provided code block and then closes the array of resources

    Executes the provided code block and then closes the array of resources

    Definition Classes
    Arm
  96. def withResource[T <: AutoCloseable, V](r: Seq[T])(block: (Seq[T]) ⇒ V): V

    Executes the provided code block and then closes the sequence of resources

    Executes the provided code block and then closes the sequence of resources

    Definition Classes
    Arm
  97. def withResource[T <: AutoCloseable, V](r: Option[T])(block: (Option[T]) ⇒ V): V

    Executes the provided code block and then closes the Option[resource]

    Executes the provided code block and then closes the Option[resource]

    Definition Classes
    Arm
  98. def withResource[T <: AutoCloseable, V](r: T)(block: (T) ⇒ V): V

    Executes the provided code block and then closes the resource

    Executes the provided code block and then closes the resource

    Definition Classes
    Arm
  99. def withResourceIfAllowed[T, V](r: T)(block: (T) ⇒ V): V

    Executes the provided code block and then closes the value if it is AutoCloseable

    Executes the provided code block and then closes the value if it is AutoCloseable

    Definition Classes
    Arm

Inherited from Serializable

Inherited from Serializable

Inherited from GpuAggregateWindowFunction[SumAggregation]

Inherited from GpuWindowFunction

Inherited from UserDefinedExpression

Inherited from NonSQLExpression

Inherited from GpuUnevaluable

Inherited from GpuExpression

Inherited from Arm

Inherited from Expression

Inherited from TreeNode[Expression]

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped