From 68fbe21c181d6804ebce52058ebccd1a0d77444c Mon Sep 17 00:00:00 2001
From: Chris Dyer <cdyer@Chriss-MacBook-Air.local>
Date: Thu, 14 Mar 2013 23:38:41 -0400
Subject: source path features

---
 decoder/Makefile.am       |  2 ++
 decoder/cdec_ff.cc        |  2 ++
 decoder/ff_source_path.cc | 40 ++++++++++++++++++++++++++++++++++++++++
 decoder/ff_source_path.h  | 26 ++++++++++++++++++++++++++
 4 files changed, 70 insertions(+)
 create mode 100644 decoder/ff_source_path.cc
 create mode 100644 decoder/ff_source_path.h

diff --git a/decoder/Makefile.am b/decoder/Makefile.am
index 6499b38b..82b50f19 100644
--- a/decoder/Makefile.am
+++ b/decoder/Makefile.am
@@ -60,6 +60,7 @@ libcdec_a_SOURCES = \
   ff_rules.h \
   ff_ruleshape.h \
   ff_sample_fsa.h \
+  ff_source_path.h \
   ff_source_syntax.h \
   ff_spans.h \
   ff_tagger.h \
@@ -140,6 +141,7 @@ libcdec_a_SOURCES = \
   ff_wordalign.cc \
   ff_csplit.cc \
   ff_tagger.cc \
+  ff_source_path.cc \
   ff_source_syntax.cc \
   ff_bleu.cc \
   ff_factory.cc \
diff --git a/decoder/cdec_ff.cc b/decoder/cdec_ff.cc
index 3ab0f9f6..a60f2c33 100644
--- a/decoder/cdec_ff.cc
+++ b/decoder/cdec_ff.cc
@@ -14,6 +14,7 @@
 #include "ff_rules.h"
 #include "ff_ruleshape.h"
 #include "ff_bleu.h"
+#include "ff_source_path.h"
 #include "ff_source_syntax.h"
 #include "ff_register.h"
 #include "ff_charset.h"
@@ -70,6 +71,7 @@ void register_feature_functions() {
   ff_registry.Register("InputIndicator", new FFFactory<InputIndicator>);
   ff_registry.Register("LexicalTranslationTrigger", new FFFactory<LexicalTranslationTrigger>);
   ff_registry.Register("WordPairFeatures", new FFFactory<WordPairFeatures>);
+  ff_registry.Register("SourthPathFeatures", new FFFactory<SourcePathFeatures>);
   ff_registry.Register("WordSet", new FFFactory<WordSet>);
   ff_registry.Register("Dwarf", new FFFactory<Dwarf>);
   ff_registry.Register("External", new FFFactory<ExternalFeature>);
diff --git a/decoder/ff_source_path.cc b/decoder/ff_source_path.cc
new file mode 100644
index 00000000..d5fa6bb3
--- /dev/null
+++ b/decoder/ff_source_path.cc
@@ -0,0 +1,40 @@
+#include "ff_source_path.h"
+
+#include "hg.h"
+
+using namespace std;
+
+SourcePathFeatures::SourcePathFeatures(const string& param) : FeatureFunction(4) {}
+
+void SourcePathFeatures::FireBigramFeature(WordID prev, WordID cur, SparseVector<double>* features) const {
+  int& fid = bigram_fids[prev][cur];
+  if (!fid) fid = FD::Convert("SB:"+TD::Convert(prev) + "_" + TD::Convert(cur));
+  if (fid) features->add_value(fid, 1.0);
+}
+
+void SourcePathFeatures::FireUnigramFeature(WordID cur, SparseVector<double>* features) const {
+  int& fid = unigram_fids[cur];
+  if (!fid) fid = FD::Convert("SU:" + TD::Convert(cur));
+  if (fid) features->add_value(fid, 1.0);
+}
+
+void SourcePathFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta,
+                                               const HG::Edge& edge,
+                                               const vector<const void*>& ant_contexts,
+                                               SparseVector<double>* features,
+                                               SparseVector<double>* estimated_features,
+                                               void* context) const {
+  WordID* res = reinterpret_cast<WordID*>(context);
+  const vector<int>& f = edge.rule_->f();
+  int prev = 0;
+  for (unsigned i = 0; i < f.size(); ++i) {
+    int cur = f[i];
+    if (cur <= 0)
+      cur = *reinterpret_cast<const WordID*>(ant_contexts[cur]);
+    else
+      FireUnigramFeature(cur, features);
+    if (prev) FireBigramFeature(prev, cur, features);
+    prev = cur;
+  }
+  *res = prev;
+}
diff --git a/decoder/ff_source_path.h b/decoder/ff_source_path.h
new file mode 100644
index 00000000..03126412
--- /dev/null
+++ b/decoder/ff_source_path.h
@@ -0,0 +1,26 @@
+#ifndef _FF_SOURCE_PATH_H_
+#define _FF_SOURCE_PATH_H_
+
+#include <vector>
+#include <map>
+#include "ff.h"
+
+class SourcePathFeatures : public FeatureFunction {
+ public:
+  SourcePathFeatures(const std::string& param);
+ protected:
+  virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta,
+                                     const HG::Edge& edge,
+                                     const std::vector<const void*>& ant_contexts,
+                                     SparseVector<double>* features,
+                                     SparseVector<double>* estimated_features,
+                                     void* context) const;
+
+ private:
+  void FireBigramFeature(WordID prev, WordID cur, SparseVector<double>* features) const;
+  void FireUnigramFeature(WordID cur, SparseVector<double>* features) const;
+  mutable std::map<WordID, std::map<WordID, int> > bigram_fids;
+  mutable std::map<WordID, int> unigram_fids;
+};
+
+#endif
-- 
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