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Initial checkin of a priority queue based on a heap.
This provides functions for manipulating heaps-as-vectors, as well as defining a Heap object that stores the comparator.
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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) | ||
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## Function definitions for operating on vectors ## | ||
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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 | ||
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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 | ||
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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 | ||
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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 | ||
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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 | ||
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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 | ||
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## Heap object ## | ||
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type Heap{T} | ||
lessthan::Function | ||
data::Array{T,1} | ||
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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)) | ||
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function push!{T}(h::Heap{T},item::T) | ||
heap_push!(h.lessthan,h.data,item) | ||
end | ||
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function pop!{T}(h::Heap{T}) | ||
min_item = heap_pop!(h.lessthan,h.data) | ||
return min_item | ||
end | ||
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function length{T}(h::Heap{T}) | ||
return length(h.data) | ||
end |