Created
November 11, 2009 04:17
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A B C D E | |
A | |
B 16 | |
C 15 4 | |
D 8 7 8 | |
E 10 3 6 11 |
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# Necessary because Ruby doesn't play nice and deep copy when using Hash#dup | |
class Object; def deep_dup; Marshal.load( Marshal.dump( self ) ); end; end | |
# Import a matrix (i.e. example.txt) and turn it into a sparse matrix impl. with a hash | |
def process_matrix(input) | |
m = {} | |
input = input.lines.to_a | |
keys = input.shift.strip.split(' ') | |
input.map! {|line| line.gsub(/^./,'').strip.split(' ').map(&:to_i) } | |
input.each_with_index do |line,row| | |
(0...(keys.length - (keys.length - row))).each do |col| | |
m[keys[row]] ||= {} | |
m[keys[row]][keys[col]] = line[col] | |
end | |
end | |
return m | |
end | |
def sparse_delete(m,key) | |
m = m.deep_dup | |
m.delete(key) | |
m.each_value {|sub_m| sub_m.delete(key) } | |
return m | |
end | |
def sparse_minimum_pair(m) | |
min, min_val = ["",""], (1.0/0) | |
m.each do |row,sub_m| | |
sub_m.each do |col,val| | |
min,min_val = [row,col], val if min_val > val | |
end | |
end | |
min | |
end | |
def sparse_access(m,a,b) | |
(m[a] ? m[a][b] : nil) || (m[b] ? m[b][a] : nil) | |
end | |
# Calculate the WPGMA of a given matrix | |
def wpgma(old) | |
min_pair = sparse_minimum_pair(old) | |
m = sparse_delete(old,min_pair[-1]) | |
m.each {|k,v| m.delete(k) if v == {} } | |
# Fix all m[other][new_pair] to be proper | |
m.each do |row,sub_m| | |
sub_m.each do |col,val| | |
if col == min_pair[0] | |
m[row][min_pair] = ( sparse_access(old,min_pair[0],row) + | |
sparse_access(old,min_pair[-1],row) ) / 2.0 | |
m[row].delete(col) | |
end | |
end | |
end | |
if(m.size > 1) | |
# Fix all m[new_pair] to be proper | |
m[min_pair] = m.delete(min_pair.first).inject({}) do |h,pair| | |
k,v = pair | |
# puts "#{min_pair.inspect}, #{k.inspect}" | |
h[k] = ( sparse_access(old,min_pair[0],k) + | |
sparse_access(old,min_pair[-1],k) ) / 2.0 | |
h | |
end | |
# and recurse | |
return wpgma(m) | |
else # else we are done, extract the final tree | |
first_part = m.keys.first | |
second_part = m[first_part].keys.first | |
return [first_part,second_part] | |
end | |
end | |
if __FILE__ == $0 | |
input = File.read(ARGV.shift) | |
matrix = process_matrix(input) | |
puts wpgma(matrix).inspect | |
end |
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