Packages

o

com.nvidia.spark.rapids

GpuRowNumber

object GpuRowNumber extends Expression with GpuRunningWindowFunction with GpuBatchedRunningWindowWithFixer with Product with Serializable

The row number in the window.

Note

this is a running window only operator

Linear Supertypes
Serializable, Serializable, GpuBatchedRunningWindowWithFixer, GpuRunningWindowFunction, GpuWindowFunction, ShimExpression, GpuUnevaluable, GpuExpression, Arm, Expression, TreeNode[Expression], TreePatternBits, Product, Equals, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. GpuRowNumber
  2. Serializable
  3. Serializable
  4. GpuBatchedRunningWindowWithFixer
  5. GpuRunningWindowFunction
  6. GpuWindowFunction
  7. ShimExpression
  8. GpuUnevaluable
  9. GpuExpression
  10. Arm
  11. Expression
  12. TreeNode
  13. TreePatternBits
  14. Product
  15. Equals
  16. AnyRef
  17. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

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
    GpuExpression → Expression
  9. def checkInputDataTypes(): TypeCheckResult
    Definition Classes
    Expression
  10. def children: Seq[Expression]
    Definition Classes
    GpuRowNumber → TreeNode
  11. def childrenResolved: Boolean
    Definition Classes
    Expression
  12. def clone(): Expression
    Definition Classes
    TreeNode → AnyRef
  13. def closeOnExcept[T <: AutoCloseable, V](r: Option[T])(block: (Option[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: 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
  15. 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
  16. 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
  17. 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
  18. def collect[B](pf: PartialFunction[Expression, B]): Seq[B]
    Definition Classes
    TreeNode
  19. def collectFirst[B](pf: PartialFunction[Expression, B]): Option[B]
    Definition Classes
    TreeNode
  20. def collectLeaves(): Seq[Expression]
    Definition Classes
    TreeNode
  21. 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
  22. final def containsAllPatterns(patterns: TreePattern*): Boolean
    Definition Classes
    TreePatternBits
  23. final def containsAnyPattern(patterns: TreePattern*): Boolean
    Definition Classes
    TreePatternBits
  24. lazy val containsChild: Set[TreeNode[_]]
    Definition Classes
    TreeNode
  25. final def containsPattern(t: TreePattern): Boolean
    Definition Classes
    TreePatternBits
    Annotations
    @inline()
  26. 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
  27. def copyTagsFrom(other: Expression): Unit
    Definition Classes
    TreeNode
  28. def dataType: DataType
    Definition Classes
    GpuRowNumber → Expression
  29. lazy val deterministic: Boolean
    Definition Classes
    Expression
  30. 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
  31. final def doGenCode(ctx: CodegenContext, ev: ExprCode): ExprCode
    Definition Classes
    GpuExpression → Expression
  32. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  34. final def eval(input: InternalRow = null): Any
    Definition Classes
    GpuExpression → Expression
  35. def fastEquals(other: TreeNode[_]): Boolean
    Definition Classes
    TreeNode
  36. def find(f: (Expression) ⇒ Boolean): Option[Expression]
    Definition Classes
    TreeNode
  37. def flatArguments: Iterator[Any]
    Attributes
    protected
    Definition Classes
    Expression
  38. def flatMap[A](f: (Expression) ⇒ TraversableOnce[A]): Seq[A]
    Definition Classes
    TreeNode
  39. def foldable: Boolean
    Definition Classes
    Expression
  40. def foreach(f: (Expression) ⇒ Unit): Unit
    Definition Classes
    TreeNode
  41. def foreachUp(f: (Expression) ⇒ Unit): Unit
    Definition Classes
    TreeNode
  42. 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
  43. def genCode(ctx: CodegenContext): ExprCode
    Definition Classes
    Expression
  44. 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
  45. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  46. def getDefaultTreePatternBits: BitSet
    Attributes
    protected
    Definition Classes
    TreeNode
  47. def getTagValue[T](tag: TreeNodeTag[T]): Option[T]
    Definition Classes
    TreeNode
  48. def groupByScanAggregation(isRunningBatched: Boolean): Seq[AggAndReplace[GroupByScanAggregation]]

    Get the aggregations to perform on the results of groupByScanInputProjection.

    Get the aggregations to perform on the results of groupByScanInputProjection. The aggregations will be zipped with the values to produce the output.

    isRunningBatched

    is this for a batched running window that will use a fixer or not?

    returns

    the aggregations to perform as a group by scan.

    Definition Classes
    GpuRowNumber → GpuRunningWindowFunction
  49. def groupByScanInputProjection(isRunningBatched: Boolean): Seq[Expression]

    Get the input projections for a group by scan.

    Get the input projections for a group by scan. This corresponds to a running window with a partition by clause. The partition keys will be used as the grouping keys.

    isRunningBatched

    is this for a batched running window that will use a fixer or not?

    returns

    the input expressions that will be aggregated using the result from groupByScanAggregation

    Definition Classes
    GpuRowNumber → GpuRunningWindowFunction
  50. 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
  51. def hashCode(): Int
    Definition Classes
    TreeNode → AnyRef → Any
  52. def innerChildren: Seq[TreeNode[_]]
    Definition Classes
    TreeNode
  53. def isGroupByScanSupported: Boolean

    Should a group by scan be run or not.

    Should a group by scan be run or not. This should never return false unless this is also an instance of GpuAggregateWindowFunction so the window code can fall back to it for computation.

    Definition Classes
    GpuRunningWindowFunction
  54. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  55. def isRuleIneffective(ruleId: RuleId): Boolean
    Attributes
    protected
    Definition Classes
    TreeNode
  56. def isScanSupported: Boolean

    Should a scan be run or not.

    Should a scan be run or not. This should never return false unless this is also an instance of GpuAggregateWindowFunction so the window code can fall back to it for computation.

    Definition Classes
    GpuRunningWindowFunction
  57. def jsonFields: List[JField]
    Attributes
    protected
    Definition Classes
    TreeNode
  58. final def legacyWithNewChildren(newChildren: Seq[Expression]): Expression
    Attributes
    protected
    Definition Classes
    TreeNode
  59. def makeCopy(newArgs: Array[AnyRef]): Expression
    Definition Classes
    TreeNode
  60. def map[A](f: (Expression) ⇒ A): Seq[A]
    Definition Classes
    TreeNode
  61. def mapChildren(f: (Expression) ⇒ Expression): Expression
    Definition Classes
    TreeNode
  62. def mapProductIterator[B](f: (Any) ⇒ B)(implicit arg0: ClassTag[B]): Array[B]
    Attributes
    protected
    Definition Classes
    TreeNode
  63. def markRuleAsIneffective(ruleId: RuleId): Unit
    Attributes
    protected
    Definition Classes
    TreeNode
  64. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  65. def newFixer(): BatchedRunningWindowFixer

    Get a new class that can be used to fix up batched RunningWindowOperations.

    Get a new class that can be used to fix up batched RunningWindowOperations.

    Definition Classes
    GpuRowNumber → GpuBatchedRunningWindowWithFixer
  66. def nodeName: String
    Definition Classes
    TreeNode
  67. val nodePatterns: Seq[TreePattern]
    Attributes
    protected
    Definition Classes
    TreeNode
  68. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  69. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  70. def nullable: Boolean
    Definition Classes
    GpuRowNumber → Expression
  71. def numberedTreeString: String
    Definition Classes
    TreeNode
  72. val origin: Origin
    Definition Classes
    TreeNode
  73. def otherCopyArgs: Seq[AnyRef]
    Attributes
    protected
    Definition Classes
    TreeNode
  74. def p(number: Int): Expression
    Definition Classes
    TreeNode
  75. def prettyJson: String
    Definition Classes
    TreeNode
  76. def prettyName: String
    Definition Classes
    Expression
  77. def references: AttributeSet
    Definition Classes
    Expression
  78. lazy val resolved: Boolean
    Definition Classes
    Expression
  79. def scanAggregation(isRunningBatched: Boolean): Seq[AggAndReplace[ScanAggregation]]

    Get the aggregations to perform on the results of scanInputProjection.

    Get the aggregations to perform on the results of scanInputProjection. The aggregations will be zipped with the values to produce the output.

    isRunningBatched

    is this for a batched running window that will use a fixer or not?

    returns

    the aggregations to perform as a group by scan.

    Definition Classes
    GpuRowNumber → GpuRunningWindowFunction
  80. def scanCombine(isRunningBatched: Boolean, cols: Seq[ColumnVector]): ColumnVector

    Provides a way to combine the result of multiple aggregations into a final value.

    Provides a way to combine the result of multiple aggregations into a final value. By default it requires that there is a single aggregation and works as just a pass through.

    isRunningBatched

    is this for a batched running window that will use a fixer or not?

    cols

    the columns to be combined

    returns

    the result of combining these together.

    Definition Classes
    GpuRowNumber → GpuRunningWindowFunction
  81. def scanInputProjection(isRunningBatched: Boolean): Seq[Expression]

    Get the input projections for a scan.

    Get the input projections for a scan. This corresponds to a running window without a partition by clause.

    isRunningBatched

    is this for a batched running window that will use a fixer or not?

    returns

    the input expressions that will be aggregated using the result from scanAggregation

    Definition Classes
    GpuRowNumber → GpuRunningWindowFunction
  82. final def semanticEquals(other: Expression): Boolean
    Definition Classes
    Expression
  83. def semanticHash(): Int
    Definition Classes
    Expression
  84. def setTagValue[T](tag: TreeNodeTag[T], value: T): Unit
    Definition Classes
    TreeNode
  85. def simpleString(maxFields: Int): String
    Definition Classes
    Expression → TreeNode
  86. def simpleStringWithNodeId(): String
    Definition Classes
    Expression → TreeNode
  87. def sql: String
    Definition Classes
    Expression
  88. def stringArgs: Iterator[Any]
    Attributes
    protected
    Definition Classes
    TreeNode
  89. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  90. def toJSON: String
    Definition Classes
    TreeNode
  91. def toString(): String
    Definition Classes
    Expression → TreeNode → AnyRef → Any
  92. def transform(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  93. def transformDown(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  94. def transformDownWithPruning(cond: (TreePatternBits) ⇒ Boolean, ruleId: RuleId)(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  95. def transformUp(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  96. def transformUpWithBeforeAndAfterRuleOnChildren(cond: (Expression) ⇒ Boolean, ruleId: RuleId)(rule: PartialFunction[(Expression, Expression), Expression]): Expression
    Definition Classes
    TreeNode
  97. def transformUpWithPruning(cond: (TreePatternBits) ⇒ Boolean, ruleId: RuleId)(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  98. def transformWithPruning(cond: (TreePatternBits) ⇒ Boolean, ruleId: RuleId)(rule: PartialFunction[Expression, Expression]): Expression
    Definition Classes
    TreeNode
  99. lazy val treePatternBits: BitSet
    Definition Classes
    TreeNode → TreePatternBits
  100. def treeString(append: (String) ⇒ Unit, verbose: Boolean, addSuffix: Boolean, maxFields: Int, printOperatorId: Boolean): Unit
    Definition Classes
    TreeNode
  101. final def treeString(verbose: Boolean, addSuffix: Boolean, maxFields: Int, printOperatorId: Boolean): String
    Definition Classes
    TreeNode
  102. final def treeString: String
    Definition Classes
    TreeNode
  103. def unsetTagValue[T](tag: TreeNodeTag[T]): Unit
    Definition Classes
    TreeNode
  104. final def verboseString(maxFields: Int): String
    Definition Classes
    Expression → TreeNode
  105. def verboseStringWithSuffix(maxFields: Int): String
    Definition Classes
    TreeNode
  106. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  107. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  108. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  109. final def withNewChildren(newChildren: Seq[Expression]): Expression
    Definition Classes
    TreeNode
  110. def withNewChildrenInternal(newChildren: IndexedSeq[Expression]): Expression
    Definition Classes
    ShimExpression → TreeNode
  111. def withResource[T <: AutoCloseable, V](h: CloseableHolder[T])(block: (CloseableHolder[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
  112. 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
  113. 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
  114. 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
  115. 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
  116. 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
  117. 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

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] ) @Deprecated
    Deprecated

Inherited from Serializable

Inherited from Serializable

Inherited from GpuBatchedRunningWindowWithFixer

Inherited from GpuRunningWindowFunction

Inherited from GpuWindowFunction

Inherited from ShimExpression

Inherited from GpuUnevaluable

Inherited from GpuExpression

Inherited from Arm

Inherited from Expression

Inherited from TreeNode[Expression]

Inherited from TreePatternBits

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped