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
|
#include "lm/read_arpa.hh"
#include <cstdlib>
#include <vector>
#include <ctype.h>
#include <inttypes.h>
namespace lm {
namespace {
bool IsEntirelyWhiteSpace(const StringPiece &line) {
for (size_t i = 0; i < static_cast<size_t>(line.size()); ++i) {
if (!isspace(line.data()[i])) return false;
}
return true;
}
template <class F> void GenericReadARPACounts(F &in, std::vector<uint64_t> &number) {
number.clear();
StringPiece line;
if (!IsEntirelyWhiteSpace(line = in.ReadLine())) {
if ((line.size() >= 2) && (line.data()[0] == 0x1f) && (static_cast<unsigned char>(line.data()[1]) == 0x8b)) {
UTIL_THROW(FormatLoadException, "Looks like a gzip file. If this is an ARPA file, run\nzcat " << in.FileName() << " |kenlm/build_binary /dev/stdin " << in.FileName() << ".binary\nIf this already in binary format, you need to decompress it because mmap doesn't work on top of gzip.");
}
UTIL_THROW(FormatLoadException, "First line was \"" << static_cast<int>(line.data()[1]) << "\" not blank");
}
if ((line = in.ReadLine()) != "\\data\\") UTIL_THROW(FormatLoadException, "second line was \"" << line << "\" not \\data\\.");
while (!IsEntirelyWhiteSpace(line = in.ReadLine())) {
if (line.size() < 6 || strncmp(line.data(), "ngram ", 6)) UTIL_THROW(FormatLoadException, "count line \"" << line << "\"doesn't begin with \"ngram \"");
// So strtol doesn't go off the end of line.
std::string remaining(line.data() + 6, line.size() - 6);
char *end_ptr;
unsigned long int length = std::strtol(remaining.c_str(), &end_ptr, 10);
if ((end_ptr == remaining.c_str()) || (length - 1 != number.size())) UTIL_THROW(FormatLoadException, "ngram count lengths should be consecutive starting with 1: " << line);
if (*end_ptr != '=') UTIL_THROW(FormatLoadException, "Expected = immediately following the first number in the count line " << line);
++end_ptr;
const char *start = end_ptr;
long int count = std::strtol(start, &end_ptr, 10);
if (count < 0) UTIL_THROW(FormatLoadException, "Negative n-gram count " << count);
if (start == end_ptr) UTIL_THROW(FormatLoadException, "Couldn't parse n-gram count from " << line);
number.push_back(count);
}
}
template <class F> void GenericReadNGramHeader(F &in, unsigned int length) {
StringPiece line;
while (IsEntirelyWhiteSpace(line = in.ReadLine())) {}
std::stringstream expected;
expected << '\\' << length << "-grams:";
if (line != expected.str()) UTIL_THROW(FormatLoadException, "Was expecting n-gram header " << expected.str() << " but got " << line << " instead");
}
template <class F> void GenericReadEnd(F &in) {
StringPiece line;
do {
line = in.ReadLine();
} while (IsEntirelyWhiteSpace(line));
if (line != "\\end\\") UTIL_THROW(FormatLoadException, "Expected \\end\\ but the ARPA file has " << line);
}
class FakeFilePiece {
public:
explicit FakeFilePiece(std::istream &in) : in_(in) {
in_.exceptions(std::ios::failbit | std::ios::badbit | std::ios::eofbit);
}
StringPiece ReadLine() throw(util::EndOfFileException) {
getline(in_, buffer_);
return StringPiece(buffer_);
}
float ReadFloat() {
float ret;
in_ >> ret;
return ret;
}
const char *FileName() const {
// This only used for error messages and we don't know the file name. . .
return "$file";
}
private:
std::istream &in_;
std::string buffer_;
};
} // namespace
void ReadARPACounts(util::FilePiece &in, std::vector<uint64_t> &number) {
GenericReadARPACounts(in, number);
}
void ReadARPACounts(std::istream &in, std::vector<uint64_t> &number) {
FakeFilePiece fake(in);
GenericReadARPACounts(fake, number);
}
void ReadNGramHeader(util::FilePiece &in, unsigned int length) {
GenericReadNGramHeader(in, length);
}
void ReadNGramHeader(std::istream &in, unsigned int length) {
FakeFilePiece fake(in);
GenericReadNGramHeader(fake, length);
}
void ReadBackoff(util::FilePiece &in, Prob &/*weights*/) {
switch (in.get()) {
case '\t':
{
float got = in.ReadFloat();
if (got != 0.0)
UTIL_THROW(FormatLoadException, "Non-zero backoff " << got << " provided for an n-gram that should have no backoff");
}
break;
case '\n':
break;
default:
UTIL_THROW(FormatLoadException, "Expected tab or newline after unigram");
}
}
void ReadBackoff(util::FilePiece &in, ProbBackoff &weights) {
switch (in.get()) {
case '\t':
weights.backoff = in.ReadFloat();
if ((in.get() != '\n')) UTIL_THROW(FormatLoadException, "Expected newline after backoff");
break;
case '\n':
weights.backoff = 0.0;
break;
default:
UTIL_THROW(FormatLoadException, "Expected tab or newline after unigram");
}
}
void ReadEnd(util::FilePiece &in) {
GenericReadEnd(in);
StringPiece line;
try {
while (true) {
line = in.ReadLine();
if (!IsEntirelyWhiteSpace(line)) UTIL_THROW(FormatLoadException, "Trailing line " << line);
}
} catch (const util::EndOfFileException &e) {
return;
}
}
void ReadEnd(std::istream &in) {
FakeFilePiece fake(in);
GenericReadEnd(fake);
}
} // namespace lm
|