Aggregate: Aggregate child values of a 'Node', recursively.

In data.tree: General Purpose Hierarchical Data Structure

Aggregate child values of a Node, recursively.

Description

The Aggregate method lets you fetch an attribute from a Node's children, and then aggregate them using aggFun. For example, you can aggregate cost by summing costs of child Nodes. This is especially useful in the context of tree traversal, when using post-order traversal mode.

Usage

Aggregate(node, attribute, aggFun, ...)

Arguments

node	the Node on which to aggregate
attribute	determines what is collected. The attribute can be a.) the name of a field or a property/active of each Node in the tree, e.g. acme$Get("p") or acme$Get("position") b.) the name of a method of each Node in the tree, e.g. acme$Get("levelZeroBased"), where e.g. acme$levelZeroBased <- function() acme$level - 1 c.) a function, whose first argument must be a Node e.g. acme$Get(function(node) node$cost * node$p)
aggFun	the aggregation function to be applied to the children's attributes
...	any arguments to be passed on to attribute (in case it's a function)

Details

As with Get, the attribute can be a field, a method or a function. If the attribute on a child is NULL, Aggregate is called recursively on its children.

See Also

Node

Examples

data(acme)

#Aggregate on a field
Aggregate(acme, "cost", sum)

#This is the same as:
HomeRolledAggregate <- function(node) {
  sum(sapply(node$children, function(child) {
    if (!is.null(child$cost)) child$cost
    else HomeRolledAggregate(child)
  }))
}
HomeRolledAggregate(acme)

#Aggregate using Get
print(acme, "cost", minCost = acme$Get(Aggregate, "cost", min))

#use Aggregate with a function:
Aggregate(acme, function(x) x$cost * x$p, sum)

#cache values along the way
acme$Do(function(x) x$cost <- Aggregate(x, "cost", sum), traversal = "post-order")
acme$IT$cost

data.tree documentation built on Nov. 13, 2023, 1:08 a.m.