require 'zipf' require_relative 'grammar' require_relative 'hypergraph' module Parse def Parse::visit i, l, r, x=0 i.upto(r-x) { |span| l.upto(r-span) { |k| yield k, k+span } } end class Chart def initialize n @n = n @m = [] (n+1).times { a = [] (n+1).times { a << [] } @m << a } @b = {} end def at i, j @m[i][j] end def add item, i, j at(i,j) << item @b["#{i},#{j},#{item.lhs.symbol}"] = true end def has symbol, i, j return @b["#{i},#{j},#{symbol}"] end def to_hg weights=SparseVector.new nodes = [] edges = [] nodes_by_id = {} nodes << HG::Node.new(-1, "root", [-1,-1]) nodes_by_id[-1] = nodes.last id = 0 seen = {} Parse::visit(1, 0, @n) { |i,j| self.at(i,j).each { |item| _ = "#{item.lhs.symbol},#{i},#{j}" if !seen[_] nodes << HG::Node.new(id, item.lhs.symbol, [i,j]) nodes_by_id[id] = nodes.last seen[_] = id id += 1 end } } Parse::visit(1, 0, @n) { |i,j| self.at(i,j).each { |item| edges << HG::Hyperedge.new(nodes_by_id[seen[item.lhs.symbol+','+i.to_s+','+j.to_s]], \ (item.tail_spans.empty? ? [nodes_by_id[-1]] : item.rhs.zip((0..item.rhs.size-1).map{|q| item.tail_spans[q] }).select{|x| x[0].class==Grammar::NT }.map{|x| nodes_by_id[seen["#{x[0].symbol},#{x[1].left},#{x[1].right}"]]}), \ Math.exp(weights.dot(item.f)), item.f, Grammar::Rule.new(item.lhs, item.rhs, item.target, item.map, item.f), \ ) edges.last.head.incoming << edges.last edges.last.tails.each { |n| n.outgoing << edges.last } } } return HG::Hypergraph.new(nodes, edges, nodes_by_id) end end Span = Struct.new(:left, :right) class Item < Grammar::Rule attr_accessor :left, :right, :tail_spans, :dot, :f def initialize rule_or_item, left, right, dot @lhs = Grammar::NT.new rule_or_item.lhs.symbol, rule_or_item.lhs.index @left = left @right = right @rhs = [] @tail_spans = {} # refers to source side, use @map @f = rule_or_item.f @map = (rule_or_item.map ? rule_or_item.map.dup : []) rule_or_item.rhs.each_with_index { |x,i| # duplicate rhs partially @rhs << x if x.class == Grammar::NT begin if i >= dot @tail_spans[i] = Span.new(-1, -1) else @tail_spans[i] = rule_or_item.tail_spans[i].dup end rescue @tail_spans[i] = Span.new(-1, -1) end end } @dot = dot @target = rule_or_item.target end def to_s "(#{@left}, #{@right}) [#{tail_spans.map{|k,v| k.to_s+'('+v.left.to_s+','+v.right.to_s+')'}.join ' '}] {#{@map.to_s.delete('[]')}} #{lhs} -> #{rhs.map{|i|i.to_s}.insert(@dot,'*').join ' '} [dot@#{@dot}] ||| #{@target.map{|x|x.to_s}.join ' '}" end end def Parse::init input, n, active_chart, passive_chart, grammar grammar.flat.each { |r| input.each_index { |i| if input[i, r.rhs.size] == r.rhs.map { |x| x.word } passive_chart.add Item.new(r, i, i+r.rhs.size, r.rhs.size), i, i+r.rhs.size end } } end def Parse::scan item, input, limit, passive_chart while item.rhs[item.dot].class == Grammar::T return false if item.right==limit if item.rhs[item.dot].word == input[item.right] item.dot += 1 item.right += 1 else return false end end return true end def Parse::parse input, n, active_chart, passive_chart, grammar visit(1, 0, n) { |i,j| STDERR.write " span(#{i},#{j})\n" # try to apply rules starting with T grammar.start_t.select { |r| r.rhs.first.word == input[i] }.each { |r| new_item = Item.new r, i, i, 0 active_chart.at(i,j) << new_item if scan new_item, input, j, passive_chart } # seed active chart grammar.start_nt.each { |r| next if r.rhs.size > j-i active_chart.at(i,j) << Item.new(r, i, i, 0) } # parse new_symbols = [] remaining_items = [] while !active_chart.at(i,j).empty? active_item = active_chart.at(i,j).pop advanced = false visit(1, i, j, 1) { |k,l| if passive_chart.has active_item.rhs[active_item.dot].symbol, k, l if k == active_item.right new_item = Item.new active_item, active_item.left, l, active_item.dot+1 new_item.tail_spans[new_item.dot-1] = Span.new(k,l) if scan new_item, input, j, passive_chart if new_item.dot == new_item.rhs.size if new_item.left == i && new_item.right == j new_symbols << new_item.lhs.symbol if !new_symbols.include? new_item.lhs.symbol passive_chart.add new_item, i, j advanced = true end else if new_item.right+(new_item.rhs.size-(new_item.dot)) <= j active_chart.at(i,j) << new_item advanced = true end end end end end } if !advanced remaining_items << active_item end end # 'self-filling' step new_symbols.each { |s| remaining_items.each { |item| next if item.dot!=0 next if item.rhs[item.dot].class!=Grammar::NT if item.rhs[item.dot].symbol == s new_item = Item.new item, i, j, item.dot+1 new_item.tail_spans[new_item.dot-1] = Span.new(i,j) if new_item.dot==new_item.rhs.size new_symbols << new_item.lhs.symbol if !new_symbols.include? new_item.lhs.symbol passive_chart.add new_item, i, j end end } } } end end #module