Packages

case class DenseRank(children: Seq[Expression]) extends RankLike with Product with Serializable

The DenseRank function computes the rank of a value in a group of values. The result is one plus the previously assigned rank value. Unlike Rank, DenseRank will not produce gaps in the ranking sequence.

This documentation has been based upon similar documentation for the Hive and Presto projects.

Annotations
@ExpressionDescription()
Linear Supertypes
RankLike, AggregateWindowFunction, WindowFunction, DeclarativeAggregate, Serializable, Serializable, AggregateFunction, Expression, TreeNode[Expression], WithOrigin, TreePatternBits, Product, Equals, AnyRef, Any
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Inherited
  1. DenseRank
  2. RankLike
  3. AggregateWindowFunction
  4. WindowFunction
  5. DeclarativeAggregate
  6. Serializable
  7. Serializable
  8. AggregateFunction
  9. Expression
  10. TreeNode
  11. WithOrigin
  12. TreePatternBits
  13. Product
  14. Equals
  15. AnyRef
  16. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new DenseRank()
  2. new DenseRank(children: Seq[Expression])

Type Members

  1. implicit class RichAttribute extends AnyRef

    A helper class for representing an attribute used in merging two aggregation buffers.

    A helper class for representing an attribute used in merging two aggregation buffers. When merging two buffers, bufferLeft and bufferRight, we merge buffer values and then update bufferLeft. A RichAttribute of an AttributeReference a has two functions left and right, which represent a in bufferLeft and bufferRight, respectively.

    Definition Classes
    DeclarativeAggregate

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. val aggBufferAttributes: Seq[AttributeReference]

    Attributes of fields in aggBufferSchema.

    Attributes of fields in aggBufferSchema.

    Definition Classes
    DenseRankRankLikeAggregateFunction
  5. final def aggBufferSchema: StructType

    An expression-based aggregate's bufferSchema is derived from bufferAttributes.

    An expression-based aggregate's bufferSchema is derived from bufferAttributes.

    Definition Classes
    DeclarativeAggregateAggregateFunction
  6. def apply(number: Int): TreeNode[_]

    Returns the tree node at the specified number, used primarily for interactive debugging.

    Returns the tree node at the specified number, used primarily for interactive debugging. Numbers for each node can be found in the numberedTreeString.

    Note that this cannot return BaseType because logical plan's plan node might return physical plan for innerChildren, e.g. in-memory relation logical plan node has a reference to the physical plan node it is referencing.

    Definition Classes
    TreeNode
  7. def argString(maxFields: Int): String

    Returns a string representing the arguments to this node, minus any children

    Returns a string representing the arguments to this node, minus any children

    Definition Classes
    TreeNode
  8. def asCode: String

    Returns a 'scala code' representation of this TreeNode and its children.

    Returns a 'scala code' representation of this TreeNode and its children. Intended for use when debugging where the prettier toString function is obfuscating the actual structure. In the case of 'pure' TreeNodes that only contain primitives and other TreeNodes, the result can be pasted in the REPL to build an equivalent Tree.

    Definition Classes
    TreeNode
  9. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  10. lazy val canonicalized: Expression

    Returns an expression where a best effort attempt has been made to transform this in a way that preserves the result but removes cosmetic variations (case sensitivity, ordering for commutative operations, etc.).

    Returns an expression where a best effort attempt has been made to transform this in a way that preserves the result but removes cosmetic variations (case sensitivity, ordering for commutative operations, etc.).

    deterministic expressions where this.canonicalized == other.canonicalized will always evaluate to the same result.

    The process of canonicalization is a one pass, bottum-up expression tree computation based on canonicalizing children before canonicalizing the current node. There is one exception though, as adjacent, same class CommutativeExpressions canonicalazion happens in a way that calling canonicalized on the root:

    1. Gathers and canonicalizes the non-commutative (or commutative but not same class) child expressions of the adjacent expressions. 2. Reorder the canonicalized child expressions by their hashcode. This means that the lazy cannonicalized is called and computed only on the root of the adjacent expressions.
    Definition Classes
    Expression
  11. def checkInputDataTypes(): TypeCheckResult

    Checks the input data types, returns TypeCheckResult.success if it's valid, or returns a TypeCheckResult with an error message if invalid.

    Checks the input data types, returns TypeCheckResult.success if it's valid, or returns a TypeCheckResult with an error message if invalid. Note: it's not valid to call this method until childrenResolved == true.

    Definition Classes
    Expression
  12. val children: Seq[Expression]

    Returns a Seq of the children of this node.

    Returns a Seq of the children of this node. Children should not change. Immutability required for containsChild optimization

    Definition Classes
    DenseRankTreeNode
  13. def childrenResolved: Boolean

    Returns true if all the children of this expression have been resolved to a specific schema and false if any still contains any unresolved placeholders.

    Returns true if all the children of this expression have been resolved to a specific schema and false if any still contains any unresolved placeholders.

    Definition Classes
    Expression
  14. def clone(): Expression
    Definition Classes
    TreeNode → AnyRef
  15. def collect[B](pf: PartialFunction[Expression, B]): Seq[B]

    Returns a Seq containing the result of applying a partial function to all elements in this tree on which the function is defined.

    Returns a Seq containing the result of applying a partial function to all elements in this tree on which the function is defined.

    Definition Classes
    TreeNode
  16. def collectFirst[B](pf: PartialFunction[Expression, B]): Option[B]

    Finds and returns the first TreeNode of the tree for which the given partial function is defined (pre-order), and applies the partial function to it.

    Finds and returns the first TreeNode of the tree for which the given partial function is defined (pre-order), and applies the partial function to it.

    Definition Classes
    TreeNode
  17. def collectLeaves(): Seq[Expression]

    Returns a Seq containing the leaves in this tree.

    Returns a Seq containing the leaves in this tree.

    Definition Classes
    TreeNode
  18. final def containsAllPatterns(patterns: TreePattern*): Boolean

    returns

    true if every bit for patterns is set; false otherwise.

    Definition Classes
    TreePatternBits
  19. final def containsAnyPattern(patterns: TreePattern*): Boolean

    returns

    true if at least one bit for patterns is set; false otherwise.

    Definition Classes
    TreePatternBits
  20. lazy val containsChild: Set[TreeNode[_]]
    Definition Classes
    TreeNode
  21. final def containsPattern(t: TreePattern): Boolean

    returns

    true if the bit for t is set; false otherwise.

    Definition Classes
    TreePatternBits
    Annotations
    @inline()
  22. def copyTagsFrom(other: Expression): Unit
    Definition Classes
    TreeNode
  23. def dataType: DataType

    Returns the DataType of the result of evaluating this expression.

    Returns the DataType of the result of evaluating this expression. It is invalid to query the dataType of an unresolved expression (i.e., when resolved == false).

    Definition Classes
    AggregateWindowFunctionExpression
  24. def defaultResult: Option[Literal]

    Result of the aggregate function when the input is empty.

    Result of the aggregate function when the input is empty.

    Definition Classes
    AggregateFunction
  25. lazy val deterministic: Boolean

    Returns true when the current expression always return the same result for fixed inputs from children.

    Returns true when the current expression always return the same result for fixed inputs from children. The non-deterministic expressions should not change in number and order. They should not be evaluated during the query planning.

    Note that this means that an expression should be considered as non-deterministic if: - it relies on some mutable internal state, or - it relies on some implicit input that is not part of the children expression list. - it has non-deterministic child or children. - it assumes the input satisfies some certain condition via the child operator.

    An example would be SparkPartitionID that relies on the partition id returned by TaskContext. By default leaf expressions are deterministic as Nil.forall(_.deterministic) returns true.

    Definition Classes
    Expression
  26. final def doGenCode(ctx: CodegenContext, ev: ExprCode): ExprCode

    Returns Java source code that can be compiled to evaluate this expression.

    Returns Java source code that can be compiled to evaluate this expression. The default behavior is to call the eval method of the expression. Concrete expression implementations should override this to do actual code generation.

    ctx

    a CodegenContext

    ev

    an ExprCode with unique terms.

    returns

    an ExprCode containing the Java source code to generate the given expression

    Attributes
    protected
    Definition Classes
    DeclarativeAggregateExpression
  27. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  28. final def eval(input: InternalRow = null): Any

    Returns the result of evaluating this expression on a given input Row

    Returns the result of evaluating this expression on a given input Row

    Definition Classes
    DeclarativeAggregateExpression
  29. val evaluateExpression: Expression

    An expression which returns the final value for this aggregate function.

    An expression which returns the final value for this aggregate function. Its data type should match this expression's dataType.

    Definition Classes
    RankLikeDeclarativeAggregate
  30. def exists(f: (Expression) ⇒ Boolean): Boolean

    Test whether there is TreeNode satisfies the conditions specified in f.

    Test whether there is TreeNode satisfies the conditions specified in f. The condition is recursively applied to this node and all of its children (pre-order).

    Definition Classes
    TreeNode
  31. def fastEquals(other: TreeNode[_]): Boolean

    Faster version of equality which short-circuits when two treeNodes are the same instance.

    Faster version of equality which short-circuits when two treeNodes are the same instance. We don't just override Object.equals, as doing so prevents the scala compiler from generating case class equals methods

    Definition Classes
    TreeNode
  32. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  33. def find(f: (Expression) ⇒ Boolean): Option[Expression]

    Find the first TreeNode that satisfies the condition specified by f.

    Find the first TreeNode that satisfies the condition specified by f. The condition is recursively applied to this node and all of its children (pre-order).

    Definition Classes
    TreeNode
  34. def flatArguments: Iterator[Any]
    Attributes
    protected
    Definition Classes
    Expression
  35. def flatMap[A](f: (Expression) ⇒ TraversableOnce[A]): Seq[A]

    Returns a Seq by applying a function to all nodes in this tree and using the elements of the resulting collections.

    Returns a Seq by applying a function to all nodes in this tree and using the elements of the resulting collections.

    Definition Classes
    TreeNode
  36. final def foldable: Boolean

    An aggregate function is not foldable.

    An aggregate function is not foldable.

    Definition Classes
    AggregateFunctionExpression
  37. def foreach(f: (Expression) ⇒ Unit): Unit

    Runs the given function on this node and then recursively on children.

    Runs the given function on this node and then recursively on children.

    f

    the function to be applied to each node in the tree.

    Definition Classes
    TreeNode
  38. def foreachUp(f: (Expression) ⇒ Unit): Unit

    Runs the given function recursively on children then on this node.

    Runs the given function recursively on children then on this node.

    f

    the function to be applied to each node in the tree.

    Definition Classes
    TreeNode
  39. val frame: WindowFrame

    Frame in which the window operator must be executed.

    Frame in which the window operator must be executed.

    Definition Classes
    AggregateWindowFunctionWindowFunction
  40. def freshCopyIfContainsStatefulExpression(): Expression

    Returns a copy of this expression where all stateful expressions are replaced with fresh uninitialized copies.

    Returns a copy of this expression where all stateful expressions are replaced with fresh uninitialized copies. If the expression contains no stateful expressions then the original expression is returned.

    Definition Classes
    Expression
  41. def genCode(ctx: CodegenContext): ExprCode

    Returns an ExprCode, that contains the Java source code to generate the result of evaluating the expression on an input row.

    Returns an ExprCode, that contains the Java source code to generate the result of evaluating the expression on an input row.

    ctx

    a CodegenContext

    returns

    ExprCode

    Definition Classes
    Expression
  42. def generateTreeString(depth: Int, lastChildren: ArrayList[Boolean], append: (String) ⇒ Unit, verbose: Boolean, prefix: String = "", addSuffix: Boolean = false, maxFields: Int, printNodeId: Boolean, indent: Int = 0): Unit

    Appends the string representation of this node and its children to the given Writer.

    Appends the string representation of this node and its children to the given Writer.

    The i-th element in lastChildren indicates whether the ancestor of the current node at depth i + 1 is the last child of its own parent node. The depth of the root node is 0, and lastChildren for the root node should be empty.

    Note that this traversal (numbering) order must be the same as getNodeNumbered.

    Definition Classes
    TreeNode
  43. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  44. def getDefaultTreePatternBits: BitSet

    Default tree pattern for a TreeNode.

    Default tree pattern for a TreeNode.

    Attributes
    protected
    Definition Classes
    TreeNode
  45. def getTagValue[T](tag: TreeNodeTag[T]): Option[T]
    Definition Classes
    TreeNode
  46. def hashCode(): Int
    Definition Classes
    TreeNode → AnyRef → Any
  47. val increaseRank: If

    Increase the rank when the current rank == 0 or when the one of order attributes changes.

    Increase the rank when the current rank == 0 or when the one of order attributes changes.

    Attributes
    protected
    Definition Classes
    RankLike
  48. val increaseRowNumber: Expression
    Attributes
    protected
    Definition Classes
    RankLike
  49. val initialValues: Seq[Expression]

    Expressions for initializing empty aggregation buffers.

    Expressions for initializing empty aggregation buffers.

    Definition Classes
    DenseRankRankLikeDeclarativeAggregate
  50. def innerChildren: Seq[TreeNode[_]]

    All the nodes that should be shown as a inner nested tree of this node.

    All the nodes that should be shown as a inner nested tree of this node. For example, this can be used to show sub-queries.

    Definition Classes
    TreeNode
  51. lazy val inputAggBufferAttributes: Seq[AttributeReference]

    Attributes of fields in input aggregation buffers (immutable aggregation buffers that are merged with mutable aggregation buffers in the merge() function or merge expressions).

    Attributes of fields in input aggregation buffers (immutable aggregation buffers that are merged with mutable aggregation buffers in the merge() function or merge expressions). These attributes are created automatically by cloning the aggBufferAttributes.

    Definition Classes
    DeclarativeAggregateAggregateFunction
  52. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  53. def isRuleIneffective(ruleId: RuleId): Boolean

    Whether this TreeNode and its subtree have been marked as ineffective for the rule with id ruleId.

    Whether this TreeNode and its subtree have been marked as ineffective for the rule with id ruleId.

    ruleId

    the unique id of the rule

    returns

    true if the rule has been marked as ineffective; false otherwise. If ruleId is UnknownId, it returns false.

    Attributes
    protected
    Definition Classes
    TreeNode
  54. def jsonFields: List[JField]
    Attributes
    protected
    Definition Classes
    TreeNode
  55. final def legacyWithNewChildren(newChildren: Seq[Expression]): Expression

    Returns a copy of this node with the children replaced.

    Returns a copy of this node with the children replaced. TODO: Validate somewhere (in debug mode?) that children are ordered correctly.

    Attributes
    protected
    Definition Classes
    TreeNode
  56. def makeCopy(newArgs: Array[AnyRef]): Expression

    Creates a copy of this type of tree node after a transformation.

    Creates a copy of this type of tree node after a transformation. Must be overridden by child classes that have constructor arguments that are not present in the productIterator.

    newArgs

    the new product arguments.

    Definition Classes
    TreeNode
  57. def map[A](f: (Expression) ⇒ A): Seq[A]

    Returns a Seq containing the result of applying the given function to each node in this tree in a preorder traversal.

    Returns a Seq containing the result of applying the given function to each node in this tree in a preorder traversal.

    f

    the function to be applied.

    Definition Classes
    TreeNode
  58. def mapChildren(f: (Expression) ⇒ Expression): Expression

    Returns a copy of this node where f has been applied to all the nodes in children.

    Returns a copy of this node where f has been applied to all the nodes in children.

    Definition Classes
    TreeNode
  59. def mapProductIterator[B](f: (Any) ⇒ B)(implicit arg0: ClassTag[B]): Array[B]

    Efficient alternative to productIterator.map(f).toArray.

    Efficient alternative to productIterator.map(f).toArray.

    Attributes
    protected
    Definition Classes
    TreeNode
  60. def markRuleAsIneffective(ruleId: RuleId): Unit

    Mark that a rule (with id ruleId) is ineffective for this TreeNode and its subtree.

    Mark that a rule (with id ruleId) is ineffective for this TreeNode and its subtree.

    ruleId

    the unique identifier of the rule. If ruleId is UnknownId, it is a no-op.

    Attributes
    protected
    Definition Classes
    TreeNode
  61. lazy val mergeExpressions: Nothing

    A sequence of expressions for merging two aggregation buffers together.

    A sequence of expressions for merging two aggregation buffers together. When defining these expressions, you can use the syntax attributeName.left and attributeName.right to refer to the attributes corresponding to each of the buffers being merged (this magic is enabled by the RichAttribute implicit class).

    Definition Classes
    AggregateWindowFunctionDeclarativeAggregate
  62. def multiTransformDown(rule: PartialFunction[Expression, Seq[Expression]]): Stream[Expression]

    Returns alternative copies of this node where rule has been recursively applied to it and all of its children (pre-order).

    Returns alternative copies of this node where rule has been recursively applied to it and all of its children (pre-order).

    rule

    a function used to generate alternatives for a node

    returns

    the stream of alternatives

    Definition Classes
    TreeNode
  63. def multiTransformDownWithPruning(cond: (TreePatternBits) ⇒ Boolean, ruleId: RuleId = UnknownRuleId)(rule: PartialFunction[Expression, Seq[Expression]]): Stream[Expression]

    Returns alternative copies of this node where rule has been recursively applied to it and all of its children (pre-order).

    Returns alternative copies of this node where rule has been recursively applied to it and all of its children (pre-order).

    As it is very easy to generate enormous number of alternatives when the input tree is huge or when the rule returns many alternatives for many nodes, this function returns the alternatives as a lazy Stream to be able to limit the number of alternatives generated at the caller side as needed.

    The purpose of this function to access the returned alternatives by the rule only if they are needed so the rule can return a Stream whose elements are also lazily calculated. E.g. multiTransform* calls can be nested with the help of MultiTransform.generateCartesianProduct().

    The rule should not apply or can return a one element Seq of original node to indicate that the original node without any transformation is a valid alternative.

    The rule can return Seq.empty to indicate that the original node should be pruned. In this case multiTransform() returns an empty Stream.

    Please consider the following examples of input.multiTransformDown(rule):

    We have an input expression: Add(a, b)

    1. We have a simple rule: a => Seq(1, 2) b => Seq(10, 20) Add(a, b) => Seq(11, 12, 21, 22)

    The output is: Stream(11, 12, 21, 22)

    2. In the previous example if we want to generate alternatives of a and b too then we need to explicitly add the original Add(a, b) expression to the rule: a => Seq(1, 2) b => Seq(10, 20) Add(a, b) => Seq(11, 12, 21, 22, Add(a, b))

    The output is: Stream(11, 12, 21, 22, Add(1, 10), Add(2, 10), Add(1, 20), Add(2, 20))

    cond

    a Lambda expression to prune tree traversals. If cond.apply returns false on a TreeNode T, skips processing T and its subtree; otherwise, processes T and its subtree recursively.

    ruleId

    is a unique Id for rule to prune unnecessary tree traversals. When it is UnknownRuleId, no pruning happens. Otherwise, if rule (with id ruleId) has been marked as in effective on a TreeNode T, skips processing T and its subtree. Do not pass it if the rule is not purely functional and reads a varying initial state for different invocations.

    rule

    a function used to generate alternatives for a node

    returns

    the stream of alternatives

    Definition Classes
    TreeNode
  64. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  65. def nodeName: String

    Returns the name of this type of TreeNode.

    Returns the name of this type of TreeNode. Defaults to the class name. Note that we remove the "Exec" suffix for physical operators here.

    Definition Classes
    TreeNode
  66. val nodePatterns: Seq[TreePattern]

    returns

    a sequence of tree pattern enums in a TreeNode T. It does not include propagated patterns in the subtree of T.

    Attributes
    protected
    Definition Classes
    TreeNode
  67. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  68. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  69. def nullable: Boolean
    Definition Classes
    RankLikeAggregateWindowFunctionExpression
  70. def numberedTreeString: String

    Returns a string representation of the nodes in this tree, where each operator is numbered.

    Returns a string representation of the nodes in this tree, where each operator is numbered. The numbers can be used with TreeNode.apply to easily access specific subtrees.

    The numbers are based on depth-first traversal of the tree (with innerChildren traversed first before children).

    Definition Classes
    TreeNode
  71. val one: Literal
    Attributes
    protected
    Definition Classes
    RankLike
  72. val orderAttrs: Seq[AttributeReference]

    Store the values of the window 'order' expressions.

    Store the values of the window 'order' expressions.

    Attributes
    protected
    Definition Classes
    RankLike
  73. val orderEquals: Expression with Serializable

    Predicate that detects if the order attributes have changed.

    Predicate that detects if the order attributes have changed.

    Attributes
    protected
    Definition Classes
    RankLike
  74. val orderInit: Seq[Literal]
    Attributes
    protected
    Definition Classes
    RankLike
  75. val origin: Origin
    Definition Classes
    TreeNode → WithOrigin
  76. def otherCopyArgs: Seq[AnyRef]

    Args to the constructor that should be copied, but not transformed.

    Args to the constructor that should be copied, but not transformed. These are appended to the transformed args automatically by makeCopy

    Attributes
    protected
    Definition Classes
    TreeNode
  77. def p(number: Int): Expression

    Returns the tree node at the specified number, used primarily for interactive debugging.

    Returns the tree node at the specified number, used primarily for interactive debugging. Numbers for each node can be found in the numberedTreeString.

    This is a variant of apply that returns the node as BaseType (if the type matches).

    Definition Classes
    TreeNode
  78. def prettyJson: String
    Definition Classes
    TreeNode
  79. def prettyName: String

    Returns a user-facing string representation of this expression's name.

    Returns a user-facing string representation of this expression's name. This should usually match the name of the function in SQL.

    Definition Classes
    DenseRankExpression
  80. val rank: AttributeReference
    Attributes
    protected
    Definition Classes
    RankLike
  81. def rankSource: Expression

    Different RankLike implementations use different source expressions to update their rank value.

    Different RankLike implementations use different source expressions to update their rank value. Rank for instance uses the number of rows seen, whereas DenseRank uses the number of changes.

    Attributes
    protected
    Definition Classes
    DenseRankRankLike
  82. def references: AttributeSet
    Definition Classes
    Expression
  83. lazy val resolved: Boolean

    Returns true if this expression and all its children have been resolved to a specific schema and input data types checking passed, and false if it still contains any unresolved placeholders or has data types mismatch.

    Returns true if this expression and all its children have been resolved to a specific schema and input data types checking passed, and false if it still contains any unresolved placeholders or has data types mismatch. Implementations of expressions should override this if the resolution of this type of expression involves more than just the resolution of its children and type checking.

    Definition Classes
    Expression
  84. val rowNumber: AttributeReference
    Attributes
    protected
    Definition Classes
    RankLike
  85. final def semanticEquals(other: Expression): Boolean

    Returns true when two expressions will always compute the same result, even if they differ cosmetically (i.e.

    Returns true when two expressions will always compute the same result, even if they differ cosmetically (i.e. capitalization of names in attributes may be different).

    See Canonicalize for more details.

    Definition Classes
    Expression
  86. def semanticHash(): Int

    Returns a hashCode for the calculation performed by this expression.

    Returns a hashCode for the calculation performed by this expression. Unlike the standard hashCode, an attempt has been made to eliminate cosmetic differences.

    See Canonicalize for more details.

    Definition Classes
    Expression
  87. def setTagValue[T](tag: TreeNodeTag[T], value: T): Unit
    Definition Classes
    TreeNode
  88. def simpleString(maxFields: Int): String

    ONE line description of this node.

    ONE line description of this node.

    maxFields

    Maximum number of fields that will be converted to strings. Any elements beyond the limit will be dropped.

    Definition Classes
    ExpressionTreeNode
  89. def simpleStringWithNodeId(): String

    ONE line description of this node containing the node identifier.

    ONE line description of this node containing the node identifier.

    Definition Classes
    ExpressionTreeNode
  90. def sql: String

    Returns SQL representation of this expression.

    Returns SQL representation of this expression. For expressions extending NonSQLExpression, this method may return an arbitrary user facing string.

    Definition Classes
    RankLikeExpression
  91. def sql(isDistinct: Boolean): String
    Definition Classes
    AggregateFunction
  92. def stateful: Boolean

    Returns true if the expression contains mutable state.

    Returns true if the expression contains mutable state.

    A stateful expression should never be evaluated multiple times for a single row. This should only be a problem for interpreted execution. This can be prevented by creating fresh copies of the stateful expression before execution. A common example to trigger this issue:

    val rand = functions.rand()
    df.select(rand, rand) // These 2 rand should not share a state.
    Definition Classes
    Expression
  93. def stringArgs: Iterator[Any]

    The arguments that should be included in the arg string.

    The arguments that should be included in the arg string. Defaults to the productIterator.

    Attributes
    protected
    Definition Classes
    TreeNode
  94. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  95. def toAggString(isDistinct: Boolean): String

    String representation used in explain plans.

    String representation used in explain plans.

    Definition Classes
    AggregateFunction
  96. def toAggregateExpression(isDistinct: Boolean, filter: Option[Expression] = None): AggregateExpression

    Wraps this AggregateFunction in an AggregateExpression and sets isDistinct flag of the AggregateExpression to the given value because AggregateExpression is the container of an AggregateFunction, aggregation mode, and the flag indicating if this aggregation is distinct aggregation or not.

    Wraps this AggregateFunction in an AggregateExpression and sets isDistinct flag of the AggregateExpression to the given value because AggregateExpression is the container of an AggregateFunction, aggregation mode, and the flag indicating if this aggregation is distinct aggregation or not. An AggregateFunction should not be used without being wrapped in an AggregateExpression.

    Definition Classes
    AggregateFunction
  97. def toAggregateExpression(): AggregateExpression

    Creates AggregateExpression with isDistinct flag disabled.

    Creates AggregateExpression with isDistinct flag disabled.

    Definition Classes
    AggregateFunction
    See also

    toAggregateExpression(isDistinct: Boolean) for detailed description

  98. def toJSON: String
    Definition Classes
    TreeNode
  99. def toString(): String
    Definition Classes
    ExpressionTreeNode → AnyRef → Any
  100. def transform(rule: PartialFunction[Expression, Expression]): Expression

    Returns a copy of this node where rule has been recursively applied to the tree.

    Returns a copy of this node where rule has been recursively applied to the tree. When rule does not apply to a given node it is left unchanged. Users should not expect a specific directionality. If a specific directionality is needed, transformDown or transformUp should be used.

    rule

    the function used to transform this nodes children

    Definition Classes
    TreeNode
  101. def transformDown(rule: PartialFunction[Expression, Expression]): Expression

    Returns a copy of this node where rule has been recursively applied to it and all of its children (pre-order).

    Returns a copy of this node where rule has been recursively applied to it and all of its children (pre-order). When rule does not apply to a given node it is left unchanged.

    rule

    the function used to transform this nodes children

    Definition Classes
    TreeNode
  102. def transformDownWithPruning(cond: (TreePatternBits) ⇒ Boolean, ruleId: RuleId = UnknownRuleId)(rule: PartialFunction[Expression, Expression]): Expression

    Returns a copy of this node where rule has been recursively applied to it and all of its children (pre-order).

    Returns a copy of this node where rule has been recursively applied to it and all of its children (pre-order). When rule does not apply to a given node it is left unchanged.

    cond

    a Lambda expression to prune tree traversals. If cond.apply returns false on a TreeNode T, skips processing T and its subtree; otherwise, processes T and its subtree recursively.

    ruleId

    is a unique Id for rule to prune unnecessary tree traversals. When it is UnknownRuleId, no pruning happens. Otherwise, if rule (with id ruleId) has been marked as in effective on a TreeNode T, skips processing T and its subtree. Do not pass it if the rule is not purely functional and reads a varying initial state for different invocations.

    rule

    the function used to transform this nodes children

    Definition Classes
    TreeNode
  103. def transformUp(rule: PartialFunction[Expression, Expression]): Expression

    Returns a copy of this node where rule has been recursively applied first to all of its children and then itself (post-order).

    Returns a copy of this node where rule has been recursively applied first to all of its children and then itself (post-order). When rule does not apply to a given node, it is left unchanged.

    rule

    the function used to transform this nodes children

    Definition Classes
    TreeNode
  104. def transformUpWithBeforeAndAfterRuleOnChildren(cond: (Expression) ⇒ Boolean, ruleId: RuleId = UnknownRuleId)(rule: PartialFunction[(Expression, Expression), Expression]): Expression

    Returns a copy of this node where rule has been recursively applied first to all of its children and then itself (post-order).

    Returns a copy of this node where rule has been recursively applied first to all of its children and then itself (post-order). When rule does not apply to a given node, it is left unchanged.

    cond

    a Lambda expression to prune tree traversals. If cond.apply returns false on a TreeNode T, skips processing T and its subtree; otherwise, processes T and its subtree recursively.

    ruleId

    is a unique Id for rule to prune unnecessary tree traversals. When it is UnknownRuleId, no pruning happens. Otherwise, if rule (with id ruleId) has been marked as in effective on a TreeNode T, skips processing T and its subtree. Do not pass it if the rule is not purely functional and reads a varying initial state for different invocations.

    rule

    the function use to transform this node and its descendant nodes. The function takes a tuple as its input, where the first/second field is the before/after image of applying the rule on the node's children.

    Definition Classes
    TreeNode
  105. def transformUpWithPruning(cond: (TreePatternBits) ⇒ Boolean, ruleId: RuleId = UnknownRuleId)(rule: PartialFunction[Expression, Expression]): Expression

    Returns a copy of this node where rule has been recursively applied first to all of its children and then itself (post-order).

    Returns a copy of this node where rule has been recursively applied first to all of its children and then itself (post-order). When rule does not apply to a given node, it is left unchanged.

    cond

    a Lambda expression to prune tree traversals. If cond.apply returns false on a TreeNode T, skips processing T and its subtree; otherwise, processes T and its subtree recursively.

    ruleId

    is a unique Id for rule to prune unnecessary tree traversals. When it is UnknownRuleId, no pruning happens. Otherwise, if rule (with id ruleId) has been marked as in effective on a TreeNode T, skips processing T and its subtree. Do not pass it if the rule is not purely functional and reads a varying initial state for different invocations.

    rule

    the function used to transform this nodes children

    Definition Classes
    TreeNode
  106. def transformWithPruning(cond: (TreePatternBits) ⇒ Boolean, ruleId: RuleId = UnknownRuleId)(rule: PartialFunction[Expression, Expression]): Expression

    Returns a copy of this node where rule has been recursively applied to the tree.

    Returns a copy of this node where rule has been recursively applied to the tree. When rule does not apply to a given node it is left unchanged. Users should not expect a specific directionality. If a specific directionality is needed, transformDown or transformUp should be used.

    cond

    a Lambda expression to prune tree traversals. If cond.apply returns false on a TreeNode T, skips processing T and its subtree; otherwise, processes T and its subtree recursively.

    ruleId

    is a unique Id for rule to prune unnecessary tree traversals. When it is UnknownRuleId, no pruning happens. Otherwise, if rule (with id ruleId) has been marked as in effective on a TreeNode T, skips processing T and its subtree. Do not pass it if the rule is not purely functional and reads a varying initial state for different invocations.

    rule

    the function used to transform this nodes children

    Definition Classes
    TreeNode
  107. lazy val treePatternBits: BitSet

    A BitSet of tree patterns for this TreeNode and its subtree.

    A BitSet of tree patterns for this TreeNode and its subtree. If this TreeNode and its subtree contains a pattern P, the corresponding bit for P.id is set in this BitSet.

    Definition Classes
    TreeNodeTreePatternBits
  108. def treeString(append: (String) ⇒ Unit, verbose: Boolean, addSuffix: Boolean, maxFields: Int, printOperatorId: Boolean): Unit
    Definition Classes
    TreeNode
  109. final def treeString(verbose: Boolean, addSuffix: Boolean = false, maxFields: Int = SQLConf.get.maxToStringFields, printOperatorId: Boolean = false): String
    Definition Classes
    TreeNode
  110. final def treeString: String

    Returns a string representation of the nodes in this tree

    Returns a string representation of the nodes in this tree

    Definition Classes
    TreeNode
  111. def typeSuffix: String
    Attributes
    protected
    Definition Classes
    Expression
  112. def unsetTagValue[T](tag: TreeNodeTag[T]): Unit
    Definition Classes
    TreeNode
  113. val updateExpressions: Seq[Expression]

    Expressions for updating the mutable aggregation buffer based on an input row.

    Expressions for updating the mutable aggregation buffer based on an input row.

    Definition Classes
    DenseRankRankLikeDeclarativeAggregate
  114. final def verboseString(maxFields: Int): String

    ONE line description of this node with more information

    ONE line description of this node with more information

    Definition Classes
    ExpressionTreeNode
  115. def verboseStringWithSuffix(maxFields: Int): String

    ONE line description of this node with some suffix information

    ONE line description of this node with some suffix information

    Definition Classes
    TreeNode
  116. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  117. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  118. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  119. final def withCanonicalizedChildren: Expression

    The default process of canonicalization.

    The default process of canonicalization. It is a one pass, bottum-up expression tree computation based oncanonicalizing children before canonicalizing the current node.

    Attributes
    protected
    Definition Classes
    Expression
  120. final def withNewChildren(newChildren: Seq[Expression]): Expression
    Definition Classes
    TreeNode
  121. def withNewChildrenInternal(newChildren: IndexedSeq[Expression]): DenseRank
    Attributes
    protected
    Definition Classes
    DenseRankTreeNode
  122. def withOrder(order: Seq[Expression]): DenseRank
    Definition Classes
    DenseRankRankLike
  123. val zero: Literal
    Attributes
    protected
    Definition Classes
    RankLike

Inherited from RankLike

Inherited from AggregateWindowFunction

Inherited from WindowFunction

Inherited from DeclarativeAggregate

Inherited from Serializable

Inherited from Serializable

Inherited from AggregateFunction

Inherited from Expression

Inherited from TreeNode[Expression]

Inherited from WithOrigin

Inherited from TreePatternBits

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

Ungrouped