lib/geospatial/hilbert/curve.rb
# Copyright, 2015, by Samuel G. D. Williams. <http://www.codeotaku.com>
#
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# of this software and associated documentation files (the "Software"), to deal
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# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
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#
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# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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# THE SOFTWARE.
require_relative '../dimensions'
require_relative '../index'
module Geospatial
module Hilbert
class Curve
def initialize(dimensions, order = 30)
raise ArgumentError("Order #{order} must be positive integer!") unless order >= 1
# Order is the number of levels of the curve, which is equivalent to the number of bits per dimension.
@order = order
@scale = 2**@order
@dimensions = dimensions * @scale
@origin = dimensions.origin
@size = dimensions.size
end
attr :order
attr :scale
attr :dimensions
def origin
@dimensions.origin
end
def size
@dimensions.size
end
def to_s
"\#<#{self.class} order=#{@order} dimensions=#{@dimensions}>"
end
# This is a helper entry point for traversing Hilbert space.
def traverse(&block)
return to_enum(:traverse) unless block_given?
traverse_recurse(@order-1, 0, 0, self.origin, self.size, &block)
end
def bit_width
@dimensions.count
end
# Traversal enumerates all regions of a curve, top-down.
def traverse_recurse(order, mask, value, origin, size, &block)
half_size = size.collect{|value| value * 0.5}.freeze
prefix_mask = (1 << order) | mask
(2**bit_width).times do |prefix|
# These both do the same thing, not sure which one is faster:
child_value = (value << @dimensions.count) | prefix
prefix = child_value << (order*bit_width)
index = HilbertIndex.from_integral(prefix, bit_width, @order).to_ordinal
index = index & prefix_mask
child_origin = @dimensions.unmap(index.axes).freeze
# puts "yield(#{child_origin}, #{half_size}, #{prefix}, #{order})"
# We avoid calling traverse_recurse simply to hit the callback on the leaf nodes:
result = yield child_origin, half_size, prefix, order
if order > 0 and result != :skip
self.traverse_recurse(order - 1, prefix_mask, child_value, child_origin, half_size, &block)
end
end
end
def map(coordinates)
axes = @dimensions.map(coordinates).map(&:floor)
index = OrdinalIndex.new(axes, @order)
return index.to_hilbert.to_i
end
def unmap(value)
index = HilbertIndex.from_integral(value, @dimensions.count, @order)
return @dimensions.unmap(index.to_ordinal.axes)
end
end
end
end