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|
#!/usr/bin/env ruby
require 'zipf'
module PhrasePhraseExtraction
DEBUG=true
MAX_NT=2 # chiang:2
MAX_SEED_NUM_WORDS=3 # chiang:10 words phrases!
MAX_SRC_SZ=3 # chiang:5 words phrases!
FORBID_SRC_ADJACENT_SRC_NT=true # chiang:true
class Rule
attr_accessor :source, :target, :arity, :source_context, :target_context, :alignment
def initialize source_range=nil, target_range=nil, source_context=nil, target_context=nil, alignment=[]
if source_context && target_range && source_context && target_context
@source = [source_range]
@target = [target_range]
@source_context = source_context
@target_context = target_context
@alignment = alignment
else
@source = []
@target = []
@source_context = []
@target_context = []
@alignment = []
end
@arity = 0
end
def <=> other_rule
end
def hash
self.as_trule_string.hash
end
def eql? other
self.as_trule_string == other.as_trule_string
end
def len_src
src_len = 0
@source.each { |i|
if i.is_a? String
src_len += 1
else
src_len += i.last-i.first+1
end
}
return src_len
end
def len_tgt
tgt_len = 0
@target.each { |i|
if i.is_a? String
tgt_len += 1
else
tgt_len += i.last-i.first+1
end
}
return tgt_len
end
def len
src_len = 0
@source.each { |i|
if i.is_a? String
src_len += 1
else
src_len += i.last-i.first+1
end
}
tgt_len = 0
@target.each { |i|
if i.is_a? String
tgt_len += 1
else
tgt_len += i.last-i.first+1
end
}
return [src_len, tgt_len]
end
def to_s
source_string = ""
@source.each { |i|
if i.is_a? Range
source_string += @source_context[i].to_s
else
source_string += " #{i} "
end
}
target_string = ""
@target.each { |i|
if i.is_a? Range
target_string += @target_context[i].to_s
else
target_string += " #{i} "
end
}
astr = ""
@alignment.each { |p|
astr += " #{p.first}-#{p.last}"
}
astr.strip!
return "#{source_string.gsub(/\s+/, " ").strip} -> #{target_string.gsub(/\s+/, " ").strip} | #{astr}"
end
def base_alignment
min_src = @alignment.map{|p| p.first }.min
min_tgt = @alignment.map{|p| p.last }.min
@alignment.each_with_index { |p,j|
@alignment[j] = [p.first-min_src, p.last-min_tgt]
}
end
def base_alignment2 correct_src, correct_tgt, start_source, start_target
@alignment.each_with_index { |p,j|
if p[0] > start_source
@alignment[j][0] = [0,p.first-correct_src].max
end
if p[1] > start_target
@alignment[j][1] = [0,p.last-correct_tgt].max
end
}
end
def as_trule_string
source_string = ""
@source.each { |i|
if i.is_a? Range
source_string += @source_context[i].join(" ").strip
else
source_string += " #{i} "
end
}
target_string = ""
@target.each { |i|
if i.is_a? Range
target_string += @target_context[i].join(" ").strip
else
target_string += " #{i} "
end
}
source_string = source_string.lstrip.strip
target_string = target_string.lstrip.strip
astr = ""
@alignment.each { |p|
astr += " #{p.first}-#{p.last}"
}
astr.strip!
#source_string.gsub!(/\[X,\d+\]/, "[X]")
return "[X] ||| #{source_string} ||| #{target_string} ||| NewRule=1 ||| #{astr}"
end
def is_terminal?
#return false if @source.size>1
#return false if @target.size>1
@source.each { |i| return false if !i.is_a? Range }
@target.each { |i| return false if !i.is_a? Range }
return true
end
# check if other_rule is a part of self
def mergeable_with? other_rule
return false if !other_rule.is_terminal?
other_source_begin = other_rule.source.first.first
other_source_end = other_rule.source.first.last
other_target_begin = other_rule.target.first.first
other_target_end = other_rule.target.first.last
b = false
@source.each { |i|
next if !i.is_a? Range
if ( other_source_begin >= i.first \
&& other_source_end <= i.last \
&& (!(other_source_begin==i.first && other_source_end==i.last)))
b = true
break
end
}
return false if !b
@target.each { |i|
next if !i.is_a? Range
if ( other_target_begin >= i.first \
&& other_target_end <= i.last \
&& (!(other_target_begin==i.first && other_target_end==i.last)))
b = true
break
end
}
return b
end
def self.split a, b, index=0, p="target"
return "[NEWX,#{index}]"if (a==b)
aa = a.to_a
begin_split = b.first
end_split = b.last
p1 = aa[0..aa.index([begin_split-1,aa.first].max)]
p2 = aa[aa.index([end_split+1, aa.last].min)..aa.last]
nt = "[NEWX,#{index}]"
ret = nil
if begin_split > a.first && end_split < a.last
ret = [(p1.first..p1.last), nt, (p2.first..p2.last)]
elsif begin_split == a.first
ret = [nt, (p2.first..p2.last)]
elsif end_split == a.last
ret = [(p1.first..p1.last), nt]
end
return ret
end
def self.merge r, s
return nil if !r.mergeable_with? s
return nil if !s.is_terminal?
other_source_begin = s.source.first.first
other_source_end = s.source.first.last
other_target_begin = s.target.first.first
other_target_end = s.target.first.last
new_rule = Rule.new
new_rule.source_context = r.source_context
new_rule.target_context = r.target_context
new_rule.arity = r.arity+1
new_rule.alignment = Array.new
r.alignment.each { |p| new_rule.alignment << Array.new(p) } # deep copy
c = new_rule.arity
done = false
correct_src = 0
r.source.each_with_index { |i,j|
if i.is_a? Range
if ( !done \
&& other_source_begin >= i.first \
&& other_source_end <= i.last)
new_rule.source << Rule.split(i, (other_source_begin..other_source_end), c, "source")
new_rule.source.flatten!
done = true
else
new_rule.source << i
end
else
new_rule.source << i
end
}
# relabel Xs (linear)
switch = false
k = 1
new_rule.source.each_with_index { |i,j|
if i.is_a? String
m = i.match(/\[(X|NEWX),(\d+)\]/)
n = m[1]
l = m[2].to_i
if k != l
switch = true
end
new_rule.source[j] = "[#{n},#{k}]"
k += 1
end
}
puts "switch #{switch}" if DEBUG
done = false
correct_tgt = 0
r.target.each_with_index { |i,j|
if i.is_a? Range
if ( !done \
&& other_target_begin >= i.first \
&& other_target_end <= i.last)
new_rule.target << Rule.split(i, (other_target_begin..other_target_end), c)
new_rule.target.flatten!
done = true
else
new_rule.target << i
end
else
new_rule.target << i
reorder = true
end
}
correct_src = r.len_src-new_rule.len_src
correct_tgt = r.len_tgt-new_rule.len_tgt
puts "correct_src #{correct_src}"
puts "correct_tgt #{correct_tgt}"
start_correct_source = nil
j = 0
fl = []
new_rule.source.each { |i|
if i.is_a? Range
fl << new_rule.source_context[i]
else
if i.match(/\[NEWX,\d+\]/)
puts "j = #{j}"
start_correct_source = j
end
fl << i
end
j += 1
}
fl.flatten!
start_correct_target = nil
j = 0
fl.each { |i|
if i.match(/\[NEWX,\d+\]/)
puts "j = #{j}"
start_correct_source = j
break
end
j += 1
}
el = []
new_rule.target.each { |i|
if i.is_a? Range
el << new_rule.target_context[i]
else
el << i
end
j += 1
}
el.flatten!
start_correct_target = nil
j = 0
el.each { |i|
if i.match(/\[NEWX,\d+\]/)
puts "j = #{j}"
start_correct_target = j
break
end
j += 1
}
puts "start_correct_source = #{start_correct_source}"
puts "start_correct_target = #{start_correct_target}"
new_rule.base_alignment2 correct_src, correct_tgt, start_correct_source, start_correct_target
puts "not uniq #{new_rule.alignment.to_s}"
new_rule.alignment.uniq!
puts "a before: #{new_rule.alignment.to_s}"
puts fl.to_s
new_rule.alignment.reject! { |p|
!fl[p.first] || !el[p.last] || fl[p.first].match(/\[(NEWX|X),\d+\]/) || el[p.last].match(/\[(NEWX|X),\d+\]/)
}
puts "a after: #{new_rule.alignment.to_s}"
puts "old len_src #{r.len_src}"
puts "new len_src #{new_rule.len_src}"
puts "old len_tgt #{r.len_tgt}"
puts "new len_tgt #{new_rule.len_tgt}"
if switch
new_rule.target.each_with_index { |i,j|
if i.is_a? String
m = i.match(/\[(X|NEWX),(\d+)\]/)
n = m[1]
k = m[2].to_i
l = nil
if k == 1
l = 2
else # 2
l = 1
end
new_rule.target[j] = "[#{n},#{l}]"
end
}
end
new_rule.source.each_with_index { |i,j|
if i.is_a?(String) && i.match(/\[NEWX,\d\]/)
i.gsub!(/NEWX/, "X")
end
}
new_rule.target.each_with_index { |i,j|
if i.is_a?(String) && i.match(/\[NEWX,\d\]/)
i.gsub!(/NEWX/, "X")
end
}
return new_rule
end
def expand_fake_alignment
new_alignment = []
if DEBUG
puts @alignment.to_s
puts @source.to_s
puts @target.to_s
end
fl = @source.map { |i|
if i.is_a? Range
@source_context[i].map{|x|x.split}
else
i
end
}.flatten 1
el = @target.map { |i|
if i.is_a? Range
@target_context[i].map{|x|x.split}
else
i
end
}.flatten 1
if DEBUG
puts fl.to_s
puts el.to_s
puts "->"
end
offsets_src = {}
#offsets_src.default = 0
o = 0
fl.each_with_index { |i,j|
if i.is_a? Array
o += i.size-1
end
offsets_src[j] = o
}
offsets_tgt = {}
#offsets_tgt.default = 0
o = 0
el.each_with_index { |i,j|
if i.is_a? Array
o += i.size-1
end
offsets_tgt[j] = o
}
@alignment.each { |p|
if DEBUG
puts p.to_s
puts "#{offsets_src[p.first]} -- #{offsets_tgt[p.last]}"
end
new_alignment << [ p.first+offsets_src[p.first], p.last+offsets_tgt[p.last] ]
if DEBUG
puts new_alignment.last.to_s
puts "---"
puts
end
}
@alignment = new_alignment
end
end
def PhrasePhraseExtraction.has_alignment a, i, dir="src"
index = 0
index = 1 if dir=="tgt"
a.each { |p|
return true if p[index]==i
}
return false
end
def PhrasePhraseExtraction.extract fstart, fend, estart, eend, f, e, a, flen, elen
a.each { |p|
fi=p[0]; ei=p[1]
if (fstart..fend).include? fi
if ei<estart || ei>eend
return []
end
end
if (estart..eend).include? ei
if fi<fstart || fi>fend
return []
end
end
}
rules = []
fs = fstart
loop do
fe = fend
loop do
rules << Rule.new(fs..fe, estart..eend, f, e)
a.each { |p|
if (fs..fe).include?(p.first)
rules.last.alignment << p
end
}
rules.last.base_alignment
fe += 1
break if has_alignment(a, fe, "tgt")||fe>=elen
end
fs -= 1
break has_alignment(a, fs, "src")||fs<0
end
return rules
end
def PhrasePhraseExtraction.make_gappy_rules rules, seed_rules
MAX_NT.times {
new_rules = []
rules.each { |r|
seed_rules.each { |s|
if r.mergeable_with? s
new = Rule.merge r, s
new_rules << new
puts "#{r.to_s} <<< #{s.to_s}" if DEBUG
puts " = #{new.to_s}\n\n" if DEBUG
end
}
}
rules += new_rules
}
return rules
end
def PhrasePhraseExtraction.make_seed_rules a, e, f
rules = []
(0..e.size-1).each { |estart|
(estart..e.size-1).each { |eend|
fstart = f.size-1
fend = 0
a.each { |p|
fi=p[0]; ei=p[1]
if estart<=ei && ei<=eend
fstart = [fi, fstart].min
fend = [fi, fend].max
end
}
next if fstart>fend
puts "fstart #{fstart}, fend #{fend}, estart #{estart}, eend #{eend}" if DEBUG
new_rules = extract fstart, fend, estart, eend, f, e, a, f.size, e.size
new_rules.each { |r|
puts r.to_s if DEBUG
}
rules += new_rules
}
}
return rules
end
def PhrasePhraseExtraction.test
# 0 1 2 3
# a b c d
# w x y z
# 0-0
# 1-3
# 2-2
# 3-1
ra = Rule.new
rb = Rule.new
ra.source = [(0..2), "[X,1]"]
ra.target = [(0..0), "[X,1]", (2..3)]
ra.source_context = ["a", "b", "c", "d"]
ra.target_context = ["w", "x", "y", "z"]
ra.alignment = [[0,0],[1,3],[2,2]]
ra.arity = 1
rb.source = [(1..1)]
rb.target = [(3..3)]
rb.source_context = ["a", "b", "c", "d"]
rb.target_context = ["w", "x", "y", "z"]
rb.alignment = [[0,0]]
rb.arity = 0
puts ra.mergeable_with? rb
nr = Rule.merge ra, rb
puts ra.to_s
puts rb.to_s
puts nr.to_s
end
def PhrasePhraseExtraction.test_phrase
ra = Rule.new
rb = Rule.new
ra.source = [(0..2), "[X,1]"]
ra.target = [(0..0), "[X,1]", (2..3)]
ra.source_context = ["a a", "b b", "c c", "d d"]
ra.target_context = ["w w", "x x", "y y", "z z"]
ra.alignment = [[0,0],[1,3],[2,2]]
#ra.expand_fake_alignment
ra.arity = 1
rb.source = [(1..1)]
rb.target = [(3..3)]
rb.source_context = ra.source_context
rb.target_context = rb.source_context
rb.alignment = [[0,0]]
#rb.expand_fake_alignment
rb.arity = 0
puts ra.mergeable_with? rb
nr = Rule.merge ra, rb
puts ra.to_s
puts rb.to_s
nr.expand_fake_alignment
puts nr.to_s
end
def PhrasePhraseExtraction.test_phrase2
source_context = ["a", "b", "c", "Blechbänder", ", besteht", "der Spreizdorn im wesentlichen", "aus", "x"]
target_context = ["w", "x", "y", "the expansion", "mandrel consists", "essentially of expansion mandrel", "z"]
ra = Rule.new
ra.source = ["[X,1]", (3..6)]
ra.target = ["[X,1]", (3..5)]
ra.source_context = source_context
ra.target_context = target_context
ra.alignment = [[1,1],[2,2],[3,3],[4,2]]
ra.arity = 1
rb = Rule.new
rb.source = [(4..6)]
rb.target = [(4..5)]
rb.source_context = source_context
rb.target_context = target_context
rb.alignment = [[0,0],[1,1],[2,0]]
rb.arity = 0
puts ra.mergeable_with? rb
nr = Rule.merge ra, rb
puts ra.to_s
puts rb.to_s
nr.expand_fake_alignment
puts nr.to_s
end
def PhrasePhraseExtraction.extract_rules f, e, as, expand=false
a = []
as.each { |p|
x,y = p.split "-"
x = x.to_i; y = y.to_i
a << [x,y]
}
rules = PhrasePhraseExtraction.make_seed_rules a, e,f
seed_rules = PhrasePhraseExtraction.remove_too_large_seed_phrases rules
rules = PhrasePhraseExtraction.make_gappy_rules rules, seed_rules
if PhrasePhraseExtraction::FORBID_SRC_ADJACENT_SRC_NT
rules = PhrasePhraseExtraction.remove_adj_nt rules
end
rules = PhrasePhraseExtraction.remove_too_long_src_sides rules
if expand
rules.each { |r| r.expand_fake_alignment }
end
return rules.uniq
end
def PhrasePhraseExtraction.remove_too_large_seed_phrases rules
return rules.reject { |r|
src_len, tgt_len = r.len
src_len>PhrasePhraseExtraction::MAX_SEED_NUM_WORDS \
|| tgt_len>PhrasePhraseExtraction::MAX_SEED_NUM_WORDS }
end
def PhrasePhraseExtraction.remove_adj_nt rules
return rules.reject { |r|
b = false
prev = false
r.source.each { |i|
if i.is_a? String
if prev
b = true
break
end
prev = true
else
prev = false
end
}
b
}
end
def PhrasePhraseExtraction.remove_too_long_src_sides rules
return rules.reject { |r|
r.len.first > PhrasePhraseExtraction::MAX_SRC_SZ
}
end
end # module
def main
file = ReadFile.new ARGV[0]
f = file.gets.split
e = file.gets.split
a = []
file.gets.split.each { |p|
x,y = p.split "-"
x = x.to_i; y = y.to_i
a << [x,y]
}
rules = PhrasePhraseExtraction.make_seed_rules a, e, f
seed_rules = PhrasePhraseExtraction.remove_too_large_seed_phrases rules
rules = PhrasePhraseExtraction.make_gappy_rules rules, seed_rules
if PhrasePhraseExtraction::FORBID_SRC_ADJACENT_SRC_NT
rules = PhrasePhraseExtraction.remove_adj_nt rules
end
rules = PhrasePhraseExtraction.remove_too_long_src_sides rules
rules.uniq!
rules.each { |r|
puts r.as_trule_string
}
end
#main
def test
#PhrasePhraseExtraction.test
#PhrasePhraseExtraction.test_phrase
PhrasePhraseExtraction.test_phrase2
end
test
|