Welcome to mirror list, hosted at ThFree Co, Russian Federation.

ug_phrasepair.h « mm « UG « TranslationModel « moses - github.com/moses-smt/mosesdecoder.git - Unnamed repository; edit this file 'description' to name the repository.
summaryrefslogtreecommitdiff
blob: 7f03d89df1ad6961361031b54696d12d6b5aa29e (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
// -*- c++ -*-
#pragma once
#include <vector>
#include "ug_typedefs.h"
#include "ug_bitext_pstats.h"
#ifndef NO_MOSES
#include "moses/FF/LexicalReordering/LexicalReorderingState.h"
#endif
#include "boost/format.hpp"
#include "tpt_tokenindex.h"
namespace Moses
{
  namespace bitext
  {
    template<typename Token>
    class
    PhrasePair
    {
    public:
      class Scorer { public: virtual float operator()(PhrasePair& pp) const = 0; };
      Token const* start1;
      Token const* start2;
      uint32_t len1;
      uint32_t len2;
      uint64_t p1, p2;
      uint32_t raw1, raw2, sample1, sample2, good1, good2, joint;
      std::vector<float> fvals;
      float dfwd[Moses::LRModel::NONE+1]; // distortion counts // counts or probs?
      float dbwd[Moses::LRModel::NONE+1]; // distortion counts
      std::vector<uchar> aln;
      float score;
      bool inverse;
      // std::vector<uint32_t> indoc;
      std::map<uint32_t,uint32_t> indoc;
      PhrasePair() { };
      PhrasePair(PhrasePair const& o);

      PhrasePair const& operator+=(PhrasePair const& other);

      bool operator<(PhrasePair const& other) const;
      bool operator>(PhrasePair const& other) const;
      bool operator<=(PhrasePair const& other) const;
      bool operator>=(PhrasePair const& other) const;

      void init();
      void init(uint64_t const pid1, bool is_inverse,
		Token const* x,   uint32_t const len,
		pstats const* ps = NULL, size_t const numfeats=0);

      PhrasePair const&
      update(uint64_t const pid2, Token const* x,
	     uint32_t const len, jstats const& js);

      void
      fill_lr_vec(LRModel::Direction const& dir,
		  LRModel::ModelType const& mdl,
		  vector<float>& v) const;
#ifndef NO_MOSES
      void
      print(ostream& out, TokenIndex const& V1, TokenIndex const& V2,
	    LRModel const& LR) const;
#endif 

      class SortByTargetIdSeq
      {
      public:
	int cmp(PhrasePair const& a, PhrasePair const& b) const;
	bool operator()(PhrasePair const& a, PhrasePair const& b) const;
      };

      class SortDescendingByJointCount
      {
      public:
	int cmp(PhrasePair const& a, PhrasePair const& b) const;
	bool operator()(PhrasePair const& a, PhrasePair const& b) const;
      };
    };

    template<typename Token>
    void PhrasePair<Token>
    ::init(uint64_t const pid1, bool is_inverse,
	   Token const* x, uint32_t const len,
	   pstats const* ps, size_t const numfeats)
    {
      inverse = is_inverse;
      start1 = x; len1 = len;
      p1     = pid1;
      p2     = 0;
      if (ps)
	{
	  raw1    = ps->raw_cnt;
	  sample1 = ps->sample_cnt;
	  good1   = ps->good;
	}
      else raw1 = sample1 = good1 = 0;
      joint   = 0;
      good2   = 0;
      sample2 = 0;
      raw2    = 0;
      fvals.resize(numfeats);
    }

    template<typename Token>
    PhrasePair<Token> const&
    PhrasePair<Token>
    ::update(uint64_t const pid2,
	     Token const* x, uint32_t const len, jstats const& js)
    {
      p2    = pid2;
      start2 = x; len2 = len;
      raw2  = js.cnt2();
      joint = js.rcnt();
      assert(js.aln().size());
      if (js.aln().size())
	aln = js.aln()[0].second;
      // float total_fwd = 0, total_bwd = 0;
      // for (int i = 0; i <= Moses::LRModel::NONE; i++)
      // 	{
      // 	  PhraseOrientation po = static_cast<PhraseOrientation>(i);
      // 	  total_fwd += js.dcnt_fwd(po)+1;
      // 	  total_bwd += js.dcnt_bwd(po)+1;
      // 	}

      // should we do that here or leave the raw counts?
      for (int i = 0; i <= Moses::LRModel::NONE; i++)
	{
	  PhraseOrientation po = static_cast<PhraseOrientation>(i);
	  dfwd[i] = js.dcnt_fwd(po);
	  dbwd[i] = js.dcnt_bwd(po);
	}

      indoc = js.indoc;
      return *this;
    }

    template<typename Token>
    bool
    PhrasePair<Token>
    ::operator<(PhrasePair const& other) const
    {
      return this->score < other.score;
    }

    template<typename Token>
    bool
    PhrasePair<Token>
    ::operator>(PhrasePair const& other) const
    {
      return this->score > other.score;
    }

    template<typename Token>
    bool
    PhrasePair<Token>
    ::operator<=(PhrasePair const& other) const
    {
      return this->score <= other.score;
    }

    template<typename Token>
    bool
    PhrasePair<Token>
    ::operator>=(PhrasePair const& other) const
    {
      return this->score >= other.score;
    }

    template<typename Token>
    PhrasePair<Token> const&
    PhrasePair<Token>
    ::operator+=(PhrasePair const& o)
    {
      raw1    += o.raw1;
      raw2    += o.raw2;
      good1   += o.good1;
      good2   += o.good2;
      joint   += o.joint;
      sample1 += o.sample1;
      sample2 += o.sample2;
      // todo: add distortion counts
      return *this;
    }

    template<typename Token>
    PhrasePair<Token>
    ::PhrasePair(PhrasePair<Token> const& o)
      : start1(o.start1)   , start2(o.start2)
      , len1(o.len1)       , len2(o.len2)
      , p1(o.p1)           , p2(o.p2)
      , raw1(o.raw1)       , raw2(o.raw2)
      , sample1(o.sample1) , sample2(o.sample2)
      ,	good1(o.good1)     , good2(o.good2)
      , joint(o.joint)
      , fvals(o.fvals)
      , aln(o.aln)
      , score(o.score)
      , inverse(o.inverse)
      , indoc(o.indoc)
    {
      for (int i = 0; i <= Moses::LRModel::NONE; ++i)
	{
	  dfwd[i] = o.dfwd[i];
	  dbwd[i] = o.dbwd[i];
	}
    }

    template<typename Token>
    int PhrasePair<Token>
    ::SortByTargetIdSeq
    ::cmp(PhrasePair const& a, PhrasePair const& b) const
    {
      size_t i = 0;
      Token const* x = a.start2;
      Token const* y = b.start2;
      while (i < a.len2 && i < b.len2 && x->id() == y->id())
	{
	  x = x->next();
	  y = y->next();
	  ++i;
	}
      if (i == a.len2 && i == b.len2) return 0;
      if (i == a.len2) return -1;
      if (i == b.len2) return  1;
      return x->id() < y->id() ? -1 : 1;
    }

    template<typename Token>
    bool PhrasePair<Token>
    ::SortByTargetIdSeq
    ::operator()(PhrasePair const& a, PhrasePair const& b) const
    {
      return this->cmp(a,b) < 0;
    }

    template<typename Token>
    int PhrasePair<Token>
    ::SortDescendingByJointCount
    ::cmp(PhrasePair const& a, PhrasePair const& b) const
    {
      if (a.joint == b.joint) return 0;
      return a.joint > b.joint ? -1 : 1;
    }

    template<typename Token>
    bool
    PhrasePair<Token>
    ::SortDescendingByJointCount
    ::operator()(PhrasePair const& a, PhrasePair const& b) const
    {
      return this->cmp(a,b) < 0;
    }

    template<typename Token>
    void
    PhrasePair<Token>
    ::init()
    {
      inverse = false;
      len1 = len2 = raw1 = raw2 = sample1 = sample2 = good1 = good2 = joint = 0;
      start1 = start2 = NULL;
      p1 = p2 = 0;
    }


    void
    fill_lr_vec2(LRModel::ModelType mdl, float const* const cnt,
		float const total, float* v);

    template<typename Token>
    void
    PhrasePair<Token>
    ::fill_lr_vec(LRModel::Direction const& dir,
		  LRModel::ModelType const& mdl,
		  vector<float>& v) const
    {
      // how many distinct scores do we have?
      size_t num_scores = (mdl == LRModel::MSLR ? 4 : mdl == LRModel::MSD  ? 3 : 2);
      size_t offset;
      if (dir == LRModel::Bidirectional)
	{
	  offset = num_scores;
	  num_scores *= 2;
	}
      else offset = 0;

      v.resize(num_scores);

      // determine the denominator
      float total = 0;
      for (size_t i = 0; i <= LRModel::NONE; ++i)
	total += dfwd[i];

      if (dir != LRModel::Forward) // i.e., Backward or Bidirectional
	fill_lr_vec2(mdl, dbwd, total, &v[0]);
      if (dir != LRModel::Backward) // i.e., Forward or Bidirectional
	fill_lr_vec2(mdl, dfwd, total, &v[offset]);
    }


#ifndef NO_MOSES
    template<typename Token>
    void
    PhrasePair<Token>
    ::print(ostream& out, TokenIndex const& V1, TokenIndex const& V2,
	  LRModel const& LR) const
    {
      out << toString (V1, this->start1, this->len1) << " ::: "
	  << toString (V2, this->start2, this->len2) << " "
	  << this->joint << " [";
      // for (size_t i = 0; i < this->indoc.size(); ++i)
      for (std::map<uint32_t,uint32_t>::const_iterator m = indoc.begin();
	   m != indoc.end(); ++m)
	{
	  if (m != indoc.begin()) out << " ";
	  out << m->first << ":" << m->second;
	}
      out << "] [";
      vector<float> lrscores;
      this->fill_lr_vec(LR.GetDirection(), LR.GetModelType(), lrscores);
      for (size_t i = 0; i < lrscores.size(); ++i)
	{
	  if (i) out << " ";
	  out << boost::format("%.2f") % exp(lrscores[i]);
	}
      out << "]" << endl;
#if 0
      for (int i = 0; i <= Moses::LRModel::NONE; i++)
	{
	  // PhraseOrientation po = static_cast<PhraseOrientation>(i);
	  if (i) *log << " ";
	  *log << p.dfwd[i];
	}
      *log << "] [";
      for (int i = 0; i <= Moses::LRModel::NONE; i++)
	{
	  // PhraseOrientation po = static_cast<PhraseOrientation>(i);
	  if (i) *log << " ";
	  *log << p.dbwd[i];
	}
#endif
    }
#endif
  } // namespace bitext
} // namespace Moses