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-rw-r--r--dpmert/ces.cc91
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diff --git a/dpmert/ces.cc b/dpmert/ces.cc
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+#include "ces.h"
+
+#include <vector>
+#include <sstream>
+#include <boost/shared_ptr.hpp>
+
+// TODO, if AER is to be optimized again, we will need this
+// #include "aligner.h"
+#include "lattice.h"
+#include "mert_geometry.h"
+#include "error_surface.h"
+#include "ns.h"
+
+using boost::shared_ptr;
+using namespace std;
+
+const bool minimize_segments = true; // if adjacent segments have equal scores, merge them
+
+void ComputeErrorSurface(const SegmentEvaluator& ss,
+ const ConvexHull& ve,
+ ErrorSurface* env,
+ const EvaluationMetric* metric,
+ const Hypergraph& hg) {
+ vector<WordID> prev_trans;
+ const vector<shared_ptr<MERTPoint> >& ienv = ve.GetSortedSegs();
+ env->resize(ienv.size());
+ SufficientStats prev_score; // defaults to 0
+ int j = 0;
+ for (int i = 0; i < ienv.size(); ++i) {
+ const MERTPoint& seg = *ienv[i];
+ vector<WordID> trans;
+#if 0
+ if (type == AER) {
+ vector<bool> edges(hg.edges_.size(), false);
+ seg.CollectEdgesUsed(&edges); // get the set of edges in the viterbi
+ // alignment
+ ostringstream os;
+ const string* psrc = ss.GetSource();
+ if (psrc == NULL) {
+ cerr << "AER scoring in VEST requires source, but it is missing!\n";
+ abort();
+ }
+ size_t pos = psrc->rfind(" ||| ");
+ if (pos == string::npos) {
+ cerr << "Malformed source for AER: expected |||\nINPUT: " << *psrc << endl;
+ abort();
+ }
+ Lattice src;
+ Lattice ref;
+ LatticeTools::ConvertTextOrPLF(psrc->substr(0, pos), &src);
+ LatticeTools::ConvertTextOrPLF(psrc->substr(pos + 5), &ref);
+ AlignerTools::WriteAlignment(src, ref, hg, &os, true, 0, &edges);
+ string tstr = os.str();
+ TD::ConvertSentence(tstr.substr(tstr.rfind(" ||| ") + 5), &trans);
+ } else {
+#endif
+ seg.ConstructTranslation(&trans);
+ //}
+ //cerr << "Scoring: " << TD::GetString(trans) << endl;
+ if (trans == prev_trans) {
+ if (!minimize_segments) {
+ ErrorSegment& out = (*env)[j];
+ out.delta.fields.clear();
+ out.x = seg.x;
+ ++j;
+ }
+ //cerr << "Identical translation, skipping scoring\n";
+ } else {
+ SufficientStats score;
+ ss.Evaluate(trans, &score);
+ // cerr << "score= " << score->ComputeScore() << "\n";
+ //string x1; score.Encode(&x1); cerr << "STATS: " << x1 << endl;
+ const SufficientStats delta = score - prev_score;
+ //string x2; delta.Encode(&x2); cerr << "DELTA: " << x2 << endl;
+ //string xx; delta.Encode(&xx); cerr << xx << endl;
+ prev_trans.swap(trans);
+ prev_score = score;
+ if ((!minimize_segments) || (!delta.IsAdditiveIdentity())) {
+ ErrorSegment& out = (*env)[j];
+ out.delta = delta;
+ out.x = seg.x;
+ ++j;
+ }
+ }
+ }
+ // cerr << " In segments: " << ienv.size() << endl;
+ // cerr << "Out segments: " << j << endl;
+ assert(j > 0);
+ env->resize(j);
+}
+