From 77b37114061a17edf55dc2abadf484182b04aa8e Mon Sep 17 00:00:00 2001
From: Chris Dyer <cdyer@allegro.clab.cs.cmu.edu>
Date: Sun, 16 Feb 2014 01:11:59 -0500
Subject: new rule shape features

---
 decoder/ff_ruleshape.cc | 138 ++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 138 insertions(+)

(limited to 'decoder/ff_ruleshape.cc')

diff --git a/decoder/ff_ruleshape.cc b/decoder/ff_ruleshape.cc
index 7bb548c4..35b41c46 100644
--- a/decoder/ff_ruleshape.cc
+++ b/decoder/ff_ruleshape.cc
@@ -1,5 +1,8 @@
 #include "ff_ruleshape.h"
 
+#include "filelib.h"
+#include "stringlib.h"
+#include "verbose.h"
 #include "trule.h"
 #include "hg.h"
 #include "fdict.h"
@@ -104,3 +107,138 @@ void RuleShapeFeatures::TraversalFeaturesImpl(const SentenceMetadata& /* smeta *
   features->set_value(cur->fid_, 1.0);
 }
 
+namespace {
+void ParseRSArgs(string const& in, string* emapfile, string* fmapfile, unsigned *pfxsize) {
+  vector<string> const& argv=SplitOnWhitespace(in);
+  *emapfile = "";
+  *fmapfile = "";
+  *pfxsize = 0;
+#define RSSPEC_NEXTARG if (i==argv.end()) {            \
+    cerr << "Missing argument for "<<*last<<". "; goto usage; \
+    } else { ++i; }
+
+  for (vector<string>::const_iterator last,i=argv.begin(),e=argv.end();i!=e;++i) {
+    string const& s=*i;
+    if (s[0]=='-') {
+      if (s.size()>2) goto fail;
+      switch (s[1]) {
+      case 'e':
+        if (emapfile->size() > 0) { cerr << "Multiple -e specifications!\n"; abort(); }
+        RSSPEC_NEXTARG; *emapfile=*i;
+        break;
+      case 'f':
+        if (fmapfile->size() > 0) { cerr << "Multiple -f specifications!\n"; abort(); }
+        RSSPEC_NEXTARG; *fmapfile=*i;
+        break;
+      case 'p':
+        RSSPEC_NEXTARG; *pfxsize=atoi(i->c_str());
+        break;
+#undef RSSPEC_NEXTARG
+      default:
+      fail:
+        cerr<<"Unknown RuleShape2 option "<<s<<" ; ";
+        goto usage;
+      }
+    } else {
+      cerr << "RuleShape2 bad argument!\n";
+      abort();
+    }
+  }
+  return;
+usage:
+  cerr << "Bad parameters for RuleShape2\n";
+  abort();
+}
+
+inline void AddWordToClassMapping_(vector<WordID>* pv, unsigned f, unsigned t, unsigned pfx_size) {
+  if (pfx_size) {
+    const string& ts = TD::Convert(t);
+    if (pfx_size < ts.size())
+      t = TD::Convert(ts.substr(0, pfx_size));
+  }
+  if (f >= pv->size())
+    pv->resize((f + 1) * 1.2);
+  (*pv)[f] = t;
+}
+}
+
+RuleShapeFeatures2::~RuleShapeFeatures2() {}
+
+RuleShapeFeatures2::RuleShapeFeatures2(const string& param) : kNT(TD::Convert("NT")), kUNK(TD::Convert("<unk>")) {
+  string emap;
+  string fmap;
+  unsigned pfxsize = 0;
+  ParseRSArgs(param, &emap, &fmap, &pfxsize);
+  has_src_ = fmap.size();
+  has_trg_ = emap.size();
+  if (has_trg_) LoadWordClasses(emap, pfxsize, &e2class_);
+  if (has_src_) LoadWordClasses(fmap, pfxsize, &f2class_);
+  if (!has_trg_ && !has_src_) {
+    cerr << "RuleShapeFeatures2 requires [-e trg_map.gz] or [-f src_map.gz] or both, and optional [-p pfxsize]\n";
+    abort();
+  }
+}
+
+void RuleShapeFeatures2::LoadWordClasses(const string& file, const unsigned pfx_size, vector<WordID>* pv) {
+  ReadFile rf(file);
+  istream& in = *rf.stream();
+  string line;
+  vector<WordID> dummy;
+  int lc = 0;
+  if (!SILENT)
+    cerr << "  Loading word classes from " << file << " ...\n";
+  AddWordToClassMapping_(pv, TD::Convert("<s>"), TD::Convert("<s>"), 0);
+  AddWordToClassMapping_(pv, TD::Convert("</s>"), TD::Convert("</s>"), 0);
+  while(getline(in, line)) {
+    dummy.clear();
+    TD::ConvertSentence(line, &dummy);
+    ++lc;
+    if (dummy.size() != 2 && dummy.size() != 3) {
+      cerr << "    Class map file expects: CLASS WORD [freq]\n";
+      cerr << "    Format error in " << file << ", line " << lc << ": " << line << endl;
+      abort();
+    }
+    AddWordToClassMapping_(pv, dummy[1], dummy[0], pfx_size);
+  }
+  if (!SILENT)
+    cerr << "  Loaded word " << lc << " mapping rules.\n";
+}
+
+void RuleShapeFeatures2::TraversalFeaturesImpl(const SentenceMetadata& /* smeta */,
+                                               const Hypergraph::Edge& edge,
+                                               const vector<const void*>& /* ant_contexts */,
+                                               SparseVector<double>* features,
+                                               SparseVector<double>* /* estimated_features */,
+                                               void* /* context */) const {
+  const vector<int>& f = edge.rule_->f();
+  const vector<int>& e = edge.rule_->e();
+  Node* fid = &fidtree_;
+  if (has_src_) {
+    for (unsigned i = 0; i < f.size(); ++i)
+      fid = &fid->next_[MapF(f[i])];
+  }
+  if (has_trg_) {
+    for (unsigned i = 0; i < e.size(); ++i)
+      fid = &fid->next_[MapE(e[i])];
+  }
+  if (!fid->fid_) {
+    ostringstream os;
+    os << "RS:";
+    if (has_src_) {
+      for (unsigned i = 0; i < f.size(); ++i) {
+        if (i) os << '_';
+        os << TD::Convert(MapF(f[i]));
+      }
+      if (has_trg_) os << "__";
+    }
+    if (has_trg_) {
+      for (unsigned i = 0; i < e.size(); ++i) {
+        if (i) os << '_';
+        os << TD::Convert(MapE(e[i]));
+      }
+    }
+    fid->fid_ = FD::Convert(os.str());
+  }
+  features->set_value(fid->fid_, 1);
+}
+
-- 
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