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Initial checkin of a priority queue based on a heap. #581

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143 changes: 143 additions & 0 deletions examples/priority_queue.jl
Original file line number Diff line number Diff line change
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# These functions define a min-heap
# Example usage of the Heap object:
# You can create an empty min-heap this way:
# h = Heap(Float64)
# This defaults to using isless for comparison.
# A more complex and complete example, yielding a max-heap:
# h = Heap(>,rand(3))
# for i = 1:10
# push!(h,rand())
# end
# length(h)
# max_val = pop!(h)
#
# Example using pure vectors (avoids making any copies):
# z = rand(8)
# vector2heap!(z)
# isheap(z)
# min_val = heap_pop!(z)
# heap2rsorted!(z)


## Function definitions for operating on vectors ##

function _heapify!{T}(lessthan::Function,x::Vector{T},i::Int,len::Int)
# Among node i and its two children, find the smallest
il = 2*i; # index of left child
if il > len
return
end
ismallest = lessthan(x[il],x[i]) ? il : i # index of smallest child
if il < len
ismallest = lessthan(x[il+1],x[ismallest]) ? il+1 : ismallest
end
if ismallest != i
# Put the smallest at i
tmp = x[ismallest]
x[ismallest] = x[i]
x[i] = tmp
# Recursively re-heapify
_heapify!(lessthan,x,ismallest,len)
end
end

function vector2heap!{T}(lessthan::Function, x::Vector{T})
for i = convert(Int,ifloor(length(x)/2)):-1:1
_heapify!(lessthan,x,i,length(x))
end
end
function vector2heap!{T}(x::Vector{T})
vector2heap!(isless,x)
end

function isheap{T}(lessthan::Function, x::Vector{T})
for i = 1:convert(Int,ifloor(length(x)/2))
i2 = 2*i
if !lessthan(x[i],x[i2])
return false
end
if i2 < length(x) && !lessthan(x[i],x[i2+1])
return false
end
end
return true
end
function isheap{T}(x::Vector{T})
isheap(isless,x)
end

function heap_push!{T}(lessthan::Function, x::Vector{T},item::T)
# append new element at the bottom
push(x,item)
# let the new item percolate up until it has a smaller parent
i = length(x)
ip = convert(Int,ifloor(i/2)) # index of parent
while i > 1 && lessthan(x[i],x[ip])
# swap i and its parent
tmp = x[ip]
x[ip] = x[i]
x[i] = tmp
# traverse up the tree
i = ip
ip = convert(Int,ifloor(i/2)) # index of parent
end
end
function heap_push!{T}(x::Vector{T},item::T)
heap_push!(isless,x,item)
end

function heap_pop!{T}(lessthan::Function, x::Vector{T})
min_item = x[1]
x[1] = x[end]
pop(x)
_heapify!(lessthan,x,1,length(x))
return min_item
end
function heap_pop!{T}(x::Vector{T})
min_item = heap_pop!(isless,x)
return min_item
end

function heap2rsorted!{T}(lessthan::Function, x::Vector{T})
for i = length(x):-1:2
tmp = x[1]
x[1] = x[i]
x[i] = tmp
_heapify!(lessthan,x,1,i-1)
end
end
function heap2rsorted!{T}(x::Vector{T})
heap2rsorted!(isless,x)
end



## Heap object ##

type Heap{T}
lessthan::Function
data::Array{T,1}

function Heap(lessthan::Function,x::Array{T,1})
data = copy(x)
vector2heap!(lessthan,data)
new(lessthan,data)
end
end
Heap{T}(lessthan::Function,x::Vector{T}) = Heap{T}(lessthan,x)
Heap{T}(x::Vector{T}) = Heap{T}(isless,x)
Heap{T}(lessthan::Function,::Type{T}) = Heap{T}(lessthan,zeros(T,0))
Heap{T}(::Type{T}) = Heap{T}(isless,zeros(T,0))

function push!{T}(h::Heap{T},item::T)
heap_push!(h.lessthan,h.data,item)
end

function pop!{T}(h::Heap{T})
min_item = heap_pop!(h.lessthan,h.data)
return min_item
end

function length{T}(h::Heap{T})
return length(h.data)
end