From 7e965fce5245a79c2c8736b3f996198d09602b3b Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 3 Jun 2014 17:11:43 +0200 Subject: getting serious --- example/glue | 5 - example/grammar | 11 - example/grammar-test | 22 - example/grammar.3.gz | Bin 65565 -> 0 bytes example/grammars/glue | 5 + example/grammars/grammar.3.gz | Bin 0 -> 65565 bytes example/json/hg-toy-with-target.json | 31 + example/json/hg.json | 16874 +++++++++++++++++++++++++++++++++ example/json/test.json | 48 + example/toy/cdec.ini | 4 + example/toy/grammar | 11 + example/toy/grammar-test | 22 + example/toy/in | 1 + example/toy/weights | 3 + grammar.rb | 132 + hg.rb | 199 + test.rb | 15 + util/cdec_hg_to_json.py | 92 + 18 files changed, 17437 insertions(+), 38 deletions(-) delete mode 100644 example/glue delete mode 100644 example/grammar delete mode 100644 example/grammar-test delete mode 100644 example/grammar.3.gz create mode 100644 example/grammars/glue create mode 100644 example/grammars/grammar.3.gz create mode 100644 example/json/hg-toy-with-target.json create mode 100644 example/json/hg.json create mode 100644 example/json/test.json create mode 100644 example/toy/cdec.ini create mode 100644 example/toy/grammar create mode 100644 example/toy/grammar-test create mode 100644 example/toy/in create mode 100644 example/toy/weights create mode 100644 grammar.rb create mode 100644 hg.rb create mode 100755 test.rb create mode 100755 util/cdec_hg_to_json.py diff --git a/example/glue b/example/glue deleted file mode 100644 index 7ff74b5..0000000 --- a/example/glue +++ /dev/null @@ -1,5 +0,0 @@ -[X] ||| lebensmittel [X,1] -[X] ||| schuld [X,1] -[X] ||| an -[X] ||| europäischer [X,1] -[X] ||| inflation diff --git a/example/grammar b/example/grammar deleted file mode 100644 index 81d41c7..0000000 --- a/example/grammar +++ /dev/null @@ -1,11 +0,0 @@ -[S] ||| [NP,1] [VP,2] ||| [1] [2] ||| logp=0 -[NP] ||| ich ||| i ||| logp=-0.5 use_i=1.0 -[NP] ||| ein [NN,1] ||| a [1] ||| logp=0 use_a=1.0 -[NN] ||| kleines haus ||| small house ||| logp=0 use_house=1 -[NN] ||| kleines haus ||| little house ||| logp=0 use_house=1 -[NN] ||| [JJ,1] haus ||| [1] house ||| logp=0 use_house=1 -[NN] ||| [JJ,1] haus ||| [1] shell ||| logp=0 use_shell=1 -[JJ] ||| kleines ||| small ||| logp=0 use_small=1.0 -[JJ] ||| kleines ||| little ||| logp=0 use_little=1.0 -[VP] ||| [V,1] [NP,2] ||| [1] [2] ||| logp=0 -[V] ||| sah ||| saw ||| logp=-0.25 use_saw=1.0 diff --git a/example/grammar-test b/example/grammar-test deleted file mode 100644 index f49b999..0000000 --- a/example/grammar-test +++ /dev/null @@ -1,22 +0,0 @@ -[S] ||| [B,1] ||| [1] ||| logp=0 -[S] ||| ich [V,1] ein [JJ,2] haus ||| i [1] a [2] ||| -[S] ||| ich sah ein kleines haus ||| i saw a small house ||| -[S] ||| ich sah ein [JJ,1] ||| i saw a [1] ||| -[B] ||| [C,1] ||| [1] ||| logp=0 -[C] ||| [Q,1] ||| [1] ||| logp=0 -[Q] ||| [NP,1] [VP,2] ||| [1] [2] ||| logp=0 -[NP] ||| ich ||| i ||| logp=-0.5 use_i=1.0 -[NP] ||| ein [NN,1] ||| a [1] ||| logp=0 use_a=1.0 -[NN] ||| [JJ,1] haus ||| [1] house ||| logp=0 use_house=1 -[NN] ||| [JJ,1] haus ||| [1] shell ||| logp=0 use_shell=1 -[JJ] ||| [H,1] ||| [1] ||| -[H] ||| kleines [Z,1] ||| small [1] ||| -[Z] ||| [I,1] ||| [1] ||| -[I] ||| haus ||| house ||| -[JJ] ||| kleines ||| small ||| logp=0 use_small=1.0 -[JJ] ||| kleines ||| little ||| logp=0 use_little=1.0 -[JJ] ||| grosses ||| big ||| logp=0 -[JJ] ||| grosses ||| large ||| logp=0 -[VP] ||| [V,1] [NP,2] ||| [1] [2] ||| logp=0 -[V] ||| sah ||| saw ||| logp=-0.25 use_saw=1.0 -[V] ||| fand ||| found ||| logp=0 diff --git a/example/grammar.3.gz b/example/grammar.3.gz deleted file mode 100644 index 59e6234..0000000 Binary files a/example/grammar.3.gz and /dev/null differ diff --git a/example/grammars/glue b/example/grammars/glue new file mode 100644 index 0000000..7ff74b5 --- /dev/null +++ b/example/grammars/glue @@ -0,0 +1,5 @@ +[X] ||| lebensmittel [X,1] +[X] ||| schuld [X,1] +[X] ||| an +[X] ||| europäischer [X,1] +[X] ||| 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0000000..81d41c7 --- /dev/null +++ b/example/toy/grammar @@ -0,0 +1,11 @@ +[S] ||| [NP,1] [VP,2] ||| [1] [2] ||| logp=0 +[NP] ||| ich ||| i ||| logp=-0.5 use_i=1.0 +[NP] ||| ein [NN,1] ||| a [1] ||| logp=0 use_a=1.0 +[NN] ||| kleines haus ||| small house ||| logp=0 use_house=1 +[NN] ||| kleines haus ||| little house ||| logp=0 use_house=1 +[NN] ||| [JJ,1] haus ||| [1] house ||| logp=0 use_house=1 +[NN] ||| [JJ,1] haus ||| [1] shell ||| logp=0 use_shell=1 +[JJ] ||| kleines ||| small ||| logp=0 use_small=1.0 +[JJ] ||| kleines ||| little ||| logp=0 use_little=1.0 +[VP] ||| [V,1] [NP,2] ||| [1] [2] ||| logp=0 +[V] ||| sah ||| saw ||| logp=-0.25 use_saw=1.0 diff --git a/example/toy/grammar-test b/example/toy/grammar-test new file mode 100644 index 0000000..4027c71 --- /dev/null +++ b/example/toy/grammar-test @@ -0,0 +1,22 @@ +[S] ||| [B,1] ||| [1] ||| logp=0 +[S] ||| ich [V,1] ein [JJ,2] haus ||| i [1] a [2] ||| logp=0 +[S] ||| ich sah ein kleines haus ||| i saw a small house ||| logp=0 +[S] ||| ich sah ein [JJ,1] ||| i saw a [1] ||| logp=0 +[B] ||| [C,1] ||| [1] ||| logp=0 +[C] ||| [Q,1] ||| [1] ||| logp=0 +[Q] ||| [NP,1] [VP,2] ||| [1] [2] ||| logp=0 +[NP] ||| ich ||| i ||| logp=-0.5 use_i=1.0 +[NP] ||| ein [NN,1] ||| a [1] ||| logp=0 use_a=1.0 +[NN] ||| [JJ,1] haus ||| [1] house ||| logp=0 use_house=1 +[NN] ||| [JJ,1] haus ||| [1] shell ||| logp=0 use_shell=1 +[JJ] ||| [H,1] ||| [1] ||| logp=0 +[H] ||| kleines [Z,1] ||| small [1] ||| logp=0 +[Z] ||| [I,1] ||| [1] ||| logp=0 +[I] ||| haus ||| house ||| logp=0 +[JJ] ||| kleines ||| small ||| logp=0 use_small=1.0 +[JJ] ||| kleines ||| little ||| logp=0 use_little=1.0 +[JJ] ||| grosses ||| big ||| logp=0 +[JJ] ||| grosses ||| large ||| logp=0 +[VP] ||| [V,1] [NP,2] ||| [1] [2] ||| logp=0 +[V] ||| sah ||| saw ||| logp=-0.25 use_saw=1.0 +[V] ||| fand ||| found ||| logp=0 diff --git a/example/toy/in b/example/toy/in new file mode 100644 index 0000000..e6df927 --- /dev/null +++ b/example/toy/in @@ -0,0 +1 @@ +ich sah ein kleines haus diff --git a/example/toy/weights b/example/toy/weights new file mode 100644 index 0000000..70075b7 --- /dev/null +++ b/example/toy/weights @@ -0,0 +1,3 @@ +logp 2 +use_house 0 +use_shell 1 diff --git a/grammar.rb b/grammar.rb new file mode 100644 index 0000000..f703e7e --- /dev/null +++ b/grammar.rb @@ -0,0 +1,132 @@ +module Grammar + +class T + attr_accessor :word + + def initialize word + @word = word + end + + def to_s + "T<#{@word}>" + end +end + +class NT + attr_accessor :symbol, :index, :span + + def initialize symbol, index=0 + @symbol = symbol + @index = index + @span = Span.new + end + + def to_s + "NT(#{@span.left},#{@span.right})<#{@symbol},#{@index}>" + end +end + +class Rule + attr_accessor :lhs, :rhs, :e + + def initialize lhs=nil, rhs=[], e='', span=nil + @lhs = lhs + @rhs = rhs + @e = e + @lhs.span = span if span + end + + def to_s + "#{lhs} -> #{rhs.map{ |i| i.to_s }.join ' '} [arity=#{arity}] ||| #{@e}" + end + + def arity + rhs.select { |i| i.class == NT }.size + end + + def from_s s, tail_spans=nil + nt_dict = {} + tail_spans.split(';').each { |i| + symbol, idx, span = i.split('|||') + nt_dict[idx.to_i] = span.gsub('(','').gsub(')','').split(',').map{|i|i.to_i} + } + _ = splitpipe s, 3 + @lhs = NT.new _[0].strip.gsub!(/(\[|\])/, "") + q = 0 + _[1].split.each { |x| + x.strip! + if x[0]=='[' && x[x.size-1] == ']' + @rhs << NT.new(x.gsub!(/(\[|\])/, "").split(',')[0]) + @rhs.last.span.left = nt_dict[q][0] + @rhs.last.span.right = nt_dict[q][1] + q += 1 + else + @rhs << T.new(x) + end + } + @e = _[2] + end + + def self.from_s s, tail_spans=nil + r = self.new + r.from_s s, tail_spans + return r + end +end + +class Span + attr_accessor :left, :right + + def initialize left=nil, right=nil + @left = left + @right = right + end +end + +class Grammar + attr_accessor :rules, :startn, :startt, :flat + + def initialize fn + @rules = []; @startn = []; @startt = [] ;@flat = [] + ReadFile.readlines_strip(fn).each_with_index { |s,i| + STDERR.write '.'; STDERR.write " #{i+1}\n" if (i+1)%80==0 + @rules << Rule.from_s(s) + if @rules.last.rhs.first.class == NT + @startn << @rules.last + else + if rules.last.arity == 0 + @flat << @rules.last + else + @startt << @rules.last + end + end + } + STDERR.write "\n" + end + + def to_s + s = '' + @rules.each { |r| s += r.to_s+"\n" } + return s + end + + def add_glue_rules + @rules.map { |r| r.lhs.symbol }.select { |s| s != 'S' }.uniq.each { |symbol| + @rules << Rule.new(NT.new('S'), [NT.new(symbol)]) + @startn << @rules.last + @rules << Rule.new(NT.new('S'), [NT.new('S'), NT.new('X')]) + @startn << @rules.last + } + end + + def add_pass_through_rules s + s.each { |word| + @rules << Rule.new(NT.new('X'), [T.new(word)]) + @flat << @rules.last + } + end +end + + +end # module + diff --git a/hg.rb b/hg.rb new file mode 100644 index 0000000..7b39339 --- /dev/null +++ b/hg.rb @@ -0,0 +1,199 @@ +#!/usr/bin/env ruby + +require 'nlp_ruby' +require 'json' +require_relative 'grammar' + + +module HG + + +class HG::Node + attr_accessor :label, :cat, :outgoing, :incoming, :score + + def initialize label=nil, cat=nil, outgoing=[], incoming=[], score=nil + @label = label + @cat = cat + @outgoing = outgoing + @incoming = incoming + @score = nil + end + + def to_s + "Node" + end +end + +class HG::Hypergraph + attr_accessor :nodes, :edges + + def initialize nodes=[], edges=[] + @nodes = nodes + @edges = edges + end + + def arity + @edges.map { |e| e.arity }.max + end + + def to_s + "Hypergraph" + end +end + +class HG::Hyperedge + attr_accessor :head, :tails, :weight, :f, :mark, :rule, :left, :right + + def initialize head=nil, tails=[], weight=0.0, f={}, rule=nil, left=nil, right=nil, tail_spans=nil + @head = head + @tails = tails + @weight = weight + @f = f + @mark = 0 + @rule = Grammar::Rule.from_s rule, tail_spans if rule + @rule.lhs.span.left = left if left + @rule.lhs.span.right = right if right + end + + def arity + return @tails.size + end + + def marked? + arity == @mark + end + + def to_s + "Hyperedge" + end +end + +def HG::topological_sort nodes + sorted = [] + s = nodes.reject { |n| !n.incoming.empty? } + while !s.empty? + sorted << s.shift + sorted.last.outgoing.each { |e| + next if e.marked? + e.mark += 1 + s << e.head if e.head.incoming.reject{ |f| f.mark==f.arity }.empty? + } + end + return sorted +end + +def HG::init nodes, semiring, root + nodes.each { |n| n.score=semiring.null } + root.score = semiring.one +end + +def HG::viterbi hypergraph, root, semiring=ViterbiSemiring.new + toposorted = topological_sort hypergraph.nodes + init toposorted, semiring, root + toposorted.each { |n| + n.incoming.each { |e| + s = semiring.one + e.tails.each { |m| + s = semiring.multiply.call(s, m.score) + } + n.score = semiring.add.call(n.score, semiring.multiply.call(s, e.weight)) + } + } +end + +def HG::viterbi_path hypergraph, root, semiring=ViterbiSemiring.new + toposorted = topological_sort hypergraph.nodes + init toposorted, semiring, root + best_path = [] + toposorted.each { |n| + best_edge = nil + n.incoming.each { |e| + s = semiring.one + e.tails.each { |m| + s = semiring.multiply.call(s, m.score) + } + if n.score < semiring.multiply.call(s, e.weight) # ViterbiSemiring add + best_edge = e + end + n.score = semiring.add.call(n.score, semiring.multiply.call(s, e.weight)) + } + best_path << best_edge if best_edge + } + return best_path, toposorted.last.score +end + +def HG::viterbi_string hypergraph, root, semiring=ViterbiSemiring.new + toposorted = topological_sort hypergraph.nodes + init toposorted, semiring, root + s = '' + toposorted.each { |n| + best_s = nil + n.incoming.each { |e| + s = semiring.one + e.tails.each { |m| + s = semiring.multiply.call(s, m.score) + } + if n.score < semiring.multiply.call(s, e.weight) # ViterbiSemiring add + best_s = e.e + end + n.score = semiring.add.call(n.score, semiring.multiply.call(s, e.weight)) + } + s += best_s if best_s + } + return s, toposorted.last.score +end + +def HG::read_hypergraph_from_json fn, semiring=RealSemiring.new, log_weights=false + nodes = [] + edges = [] + nodes_by_label = {} + nodes_by_index = [] + h = JSON.parse File.new(fn).read + w = SparseVector.from_h h['weights'] + h['nodes'].each { |i| + n = Node.new i['label'], i['cat'] + nodes << n + nodes_by_label[n.label] = n + nodes_by_index << n + } + h['edges'].each { |i| + e = Hyperedge.new(nodes_by_label[i['head']], \ + i['tails'].map{|j| nodes_by_label[j]}.to_a, \ + semiring.convert.call(i['weight'].to_f), \ + {}, \ + i['rule'], i['left'], i['right'], i['spans']) + e.f = SparseVector.from_h i['f'] + if log_weights + e.weight = Math.exp(w.dot(e.f)) + else + e.weight = w.dot(e.f) + end + e.tails.each { |m| + m.outgoing << e + } + e.head.incoming << e + edges << e + } + return Hypergraph.new(nodes, edges), nodes_by_label, nodes_by_index +end + +def HG::all_paths hypergraph, root, semiring=ViterbiSemiring.new + toposorted = topological_sort hypergraph.nodes + paths = [[]] + toposorted.each { |n| + next if n.incoming.empty? + new_paths = [] + while !paths.empty? + p = paths.pop + n.incoming.each { |e| + new_paths << p+[e] + } + end + paths = new_paths + } + return paths +end + + +end #module + diff --git a/test.rb b/test.rb new file mode 100755 index 0000000..d2b8f66 --- /dev/null +++ b/test.rb @@ -0,0 +1,15 @@ +#!/usr/bin/env ruby + +require_relative 'hg' + +semiring = ViterbiSemiring.new +hypergraph, nodes_by_label, _ = HG::read_hypergraph_from_json('example/json/test.json', semiring, true) +path, score = HG::viterbi_path hypergraph, nodes_by_label['root'], semiring +path.each { |e| + #puts e.to_s + puts " "+e.rule.to_s +} +s, score = HG::viterbi_string hypergraph, nodes_by_label['root'], semiring +puts s + + diff --git a/util/cdec_hg_to_json.py b/util/cdec_hg_to_json.py new file mode 100755 index 0000000..4e407c8 --- /dev/null +++ b/util/cdec_hg_to_json.py @@ -0,0 +1,92 @@ +#!/usr/bin/env python2 + +import cdec +import sys, argparse + +def hg2json(hg, weights): + """ + output a JSON representation of a cdec hypegraph + (see http://aclweb.org/aclwiki/index.php?title=Hypergraph_Format ) + """ + res = '' + res += "{\n" + res += '"weights":{'+"\n" + a = [] + for i in weights: + a.append( '"%s":%s'%(i[0], i[1]) ) + res += ", ".join(a)+"\n" + res += "},\n" + res += '"nodes":'+"\n" + res += "[\n" + a = [] + a.append( '{ "label":"root", "cat":"root" }' ) + for i in hg.nodes: + a.append( '{ "label":"%s", "cat":"%s", "left":%d, "right":%d }'%(i.id, i.cat, i.span[0], i.span[1]) ) + res += ",\n".join(a)+"\n" + res += "],\n" + res += '"edges":'+"\n" + res += "[\n" + a = [] + for i in hg.edges: + s = "{" + s += '"head":"%s"'%(i.head_node.id) + s += ', "rule":"%s"'%(i.trule) + s += ', "left":%d'%(i.span[0]) + s += ', "right":%d'%(i.span[1]) + #s += ', "leftx":%d'%(i.src_span[0]) + #s += ', "rightx":%d'%(i.src_span[1]) + s += ', "spans":"' + q = 0 + for z in i.tail_nodes: + s+= "%s|||%d|||(%d,%d);"%(z.cat, q, z.span[0], z.span[1]) + q += 1 + s += '"' + xs = ' "f":{' + b = [] + for j in i.feature_values: + b.append( '"%s":%s'%(j[0], j[1]) ) + xs += ", ".join(b) + xs += "}," + c = [] + for j in i.tail_nodes: + c.append( '"'+str(j.id)+'"' ) + if len(c) > 0: + s += ', "tails":[ %s ],'%(",".join(c)) + else: + s += ', "tails":[ "root" ],' + s += xs + s += ' "weight":%s }'%(i.prob) + a.append(s) + res += ",\n".join(a)+"\n" + res += "]\n" + res += "}\n" + return res + +def main(): + parser = argparse.ArgumentParser(description='get a proper json representation of cdec hypergraphs') + parser.add_argument('-c', '--config', required=True, help='decoder configuration') + parser.add_argument('-w', '--weights', required=True, help='feature weights') + args = parser.parse_args() + with open(args.config) as config: + config = config.read() + decoder = cdec.Decoder(config) + decoder.read_weights(args.weights) + ins = sys.stdin.readline().strip() + hg = decoder.translate(ins) + + sys.stderr.write( "input:\n '%s'\n"%(ins) ) + sys.stderr.write( "viterbi translation:\n '%s'\n"%(hg.viterbi()) ) + num_nodes = 0 + for i in hg.nodes: num_nodes+=1 + sys.stderr.write( "# nodes = %s\n"%(num_nodes) ) + num_edges = 0 + for i in hg.edges: num_edges+=1 + sys.stderr.write( "# edges = %s\n"%(num_edges) ) + sys.stderr.write( "viterbi score = %s\n"%(round(hg.viterbi_features().dot(decoder.weights), 2)) ) + + print hg2json(hg, decoder.weights) + + +if __name__=="__main__": + main() + -- cgit v1.2.3