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
|
#include "external_scorer.h"
#include <cstdio> // popen
#include <cstdlib>
#include <cstring>
#include <unistd.h>
#include <signal.h>
#include <sstream>
#include <iostream>
#include <cassert>
#include "stringlib.h"
#include "filelib.h"
#include "tdict.h"
using namespace std;
extern const char* meteor_jar_path;
extern void metric_child_signal_handler(int);
map<string, boost::shared_ptr<ScoreServer> > ScoreServerManager::servers_;
class METEORServer : public ScoreServer {
public:
METEORServer(const string& cmd) : ScoreServer(cmd) {}
};
ScoreServer* ScoreServerManager::Instance(const string& score_type) {
boost::shared_ptr<ScoreServer>& s = servers_[score_type];
if (!s) {
if (score_type == "meteor") {
#if HAVE_METEOR
if (!FileExists(meteor_jar_path)) {
cerr << meteor_jar_path << " not found!\n";
abort();
}
s.reset(new METEORServer(string("java -Xmx1536m -jar ") + meteor_jar_path + " - - -mira -lower -t tune -l en"));
#else
cerr << "cdec was not built with the --with-meteor option." << endl;
abort();
#endif
} else {
cerr << "Don't know how to create score server for type '" << score_type << "'\n";
abort();
}
}
return s.get();
}
ScoreServer::ScoreServer(const string& cmd) {
static bool need_init = true;
if (need_init) {
need_init = false;
signal(SIGCHLD, metric_child_signal_handler);
}
cerr << "Invoking " << cmd << " ..." << endl;
if (pipe(p2c) < 0) { perror("pipe"); exit(1); }
if (pipe(c2p) < 0) { perror("pipe"); exit(1); }
pid_t cpid = fork();
if (cpid < 0) { perror("fork"); exit(1); }
if (cpid == 0) { // child
close(p2c[1]);
close(c2p[0]);
dup2(p2c[0], 0);
close(p2c[0]);
dup2(c2p[1], 1);
close(c2p[1]);
cerr << "Exec'ing from child " << cmd << endl;
vector<string> vargs;
SplitOnWhitespace(cmd, &vargs);
const char** cargv = static_cast<const char**>(malloc(sizeof(const char*) * vargs.size()));
for (unsigned i = 1; i < vargs.size(); ++i) cargv[i-1] = vargs[i].c_str();
cargv[vargs.size() - 1] = NULL;
execvp(vargs[0].c_str(), (char* const*)cargv);
} else { // parent
close(c2p[1]);
close(p2c[0]);
}
string dummy;
RequestResponse("SCORE ||| Reference initialization string . ||| Testing initialization string .", &dummy);
assert(dummy.size() > 0);
cerr << "Connection established.\n";
}
ScoreServer::~ScoreServer() {
// TODO close stuff, join stuff
}
float ScoreServer::ComputeScore(const vector<float>& fields) {
ostringstream os;
os << "EVAL |||";
for (unsigned i = 0; i < fields.size(); ++i)
os << ' ' << fields[i];
string sres;
RequestResponse(os.str(), &sres);
return strtod(sres.c_str(), NULL);
}
void ScoreServer::Evaluate(const vector<vector<WordID> >& refs, const vector<WordID>& hyp, vector<float>* fields) {
ostringstream os;
os << "SCORE";
for (unsigned i = 0; i < refs.size(); ++i) {
os << " |||";
for (unsigned j = 0; j < refs[i].size(); ++j) {
os << ' ' << TD::Convert(refs[i][j]);
}
}
os << " |||";
for (unsigned i = 0; i < hyp.size(); ++i) {
os << ' ' << TD::Convert(hyp[i]);
}
string sres;
RequestResponse(os.str(), &sres);
istringstream is(sres);
float val;
fields->clear();
while(is >> val)
fields->push_back(val);
}
#define MAX_BUF 16000
void ScoreServer::RequestResponse(const string& request, string* response) {
// cerr << "@SERVER: " << request << endl;
string x = request + "\n";
write(p2c[1], x.c_str(), x.size());
char buf[MAX_BUF];
size_t n = read(c2p[0], buf, MAX_BUF);
while (n < MAX_BUF && buf[n-1] != '\n')
n += read(c2p[0], &buf[n], MAX_BUF - n);
buf[n-1] = 0;
if (n < 2) {
cerr << "Malformed response: " << buf << endl;
}
*response = Trim(buf, " \t\n");
// cerr << "@RESPONSE: '" << *response << "'\n";
}
struct ExternalScore : public ScoreBase<ExternalScore> {
ExternalScore() : score_server() {}
explicit ExternalScore(ScoreServer* s) : score_server(s), fields() {}
ExternalScore(ScoreServer* s, const vector<float>& f) : score_server(s), fields(f) {}
float ComputePartialScore() const { return 0.0;}
float ComputeScore() const {
return score_server->ComputeScore(fields);
}
void ScoreDetails(string* details) const {
ostringstream os;
os << "EXT=" << ComputeScore() << " <";
for (unsigned i = 0; i < fields.size(); ++i)
os << (i ? " " : "") << fields[i];
os << '>';
*details = os.str();
}
void PlusPartialEquals(const Score&, int, int, int){
assert(!"not implemented"); // no idea
}
void PlusEquals(const Score& delta, const float scale) {
if (static_cast<const ExternalScore&>(delta).score_server) score_server = static_cast<const ExternalScore&>(delta).score_server;
if (fields.size() != static_cast<const ExternalScore&>(delta).fields.size())
fields.resize(max(fields.size(), static_cast<const ExternalScore&>(delta).fields.size()));
for (unsigned i = 0; i < static_cast<const ExternalScore&>(delta).fields.size(); ++i)
fields[i] += static_cast<const ExternalScore&>(delta).fields[i] * scale;
}
void PlusEquals(const Score& delta) {
if (static_cast<const ExternalScore&>(delta).score_server) score_server = static_cast<const ExternalScore&>(delta).score_server;
if (fields.size() != static_cast<const ExternalScore&>(delta).fields.size())
fields.resize(max(fields.size(), static_cast<const ExternalScore&>(delta).fields.size()));
for (unsigned i = 0; i < static_cast<const ExternalScore&>(delta).fields.size(); ++i)
fields[i] += static_cast<const ExternalScore&>(delta).fields[i];
}
ScoreP GetZero() const {
return ScoreP(new ExternalScore(score_server));
}
ScoreP GetOne() const {
return ScoreP(new ExternalScore(score_server));
}
void Subtract(const Score& rhs, Score* res) const {
static_cast<ExternalScore*>(res)->score_server = score_server;
vector<float>& rf = static_cast<ExternalScore*>(res)->fields;
rf.resize(max(fields.size(), static_cast<const ExternalScore&>(rhs).fields.size()));
for (unsigned i = 0; i < rf.size(); ++i) {
rf[i] = (i < fields.size() ? fields[i] : 0.0f) -
(i < static_cast<const ExternalScore&>(rhs).fields.size() ? static_cast<const ExternalScore&>(rhs).fields[i] : 0.0f);
}
}
void Encode(string* out) const {
ostringstream os;
for (unsigned i = 0; i < fields.size(); ++i)
os << (i == 0 ? "" : " ") << fields[i];
*out = os.str();
}
bool IsAdditiveIdentity() const {
for (unsigned i = 0; i < fields.size(); ++i)
if (fields[i]) return false;
return true;
}
mutable ScoreServer* score_server;
vector<float> fields;
};
ScoreP ExternalSentenceScorer::ScoreCandidate(const Sentence& hyp) const {
ExternalScore* res = new ExternalScore(eval_server);
eval_server->Evaluate(refs, hyp, &res->fields);
return ScoreP(res);
}
ScoreP ExternalSentenceScorer::ScoreCCandidate(const Sentence& hyp) const {
assert(!"not implemented");
}
ScoreP ExternalSentenceScorer::ScoreFromString(ScoreServer* s, const string& data) {
istringstream is(data);
vector<float> fields;
float val;
while(is >> val)
fields.push_back(val);
return ScoreP(new ExternalScore(s, fields));
}
|