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namespace grammar_parser { | |
// NOTE: assumes valid utf8 (but checks for overrun) | |
// copied from llama.cpp | |
std::pair<uint32_t, const char *> decode_utf8(const char * src) { | |
static const int lookup[] = { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 3, 4 }; | |
uint8_t first_byte = static_cast<uint8_t>(*src); | |
uint8_t highbits = first_byte >> 4; | |
int len = lookup[highbits]; | |
uint8_t mask = (1 << (8 - len)) - 1; | |
uint32_t value = first_byte & mask; | |
const char * end = src + len; // may overrun! | |
const char * pos = src + 1; | |
for ( ; pos < end && *pos; pos++) { | |
value = (value << 6) + (static_cast<uint8_t>(*pos) & 0x3F); | |
} | |
return std::make_pair(value, pos); | |
} | |
uint32_t get_symbol_id(parse_state & state, const char * src, size_t len) { | |
uint32_t next_id = static_cast<uint32_t>(state.symbol_ids.size()); | |
auto result = state.symbol_ids.insert(std::make_pair(std::string(src, len), next_id)); | |
return result.first->second; | |
} | |
uint32_t generate_symbol_id(parse_state & state, const std::string & base_name) { | |
uint32_t next_id = static_cast<uint32_t>(state.symbol_ids.size()); | |
state.symbol_ids[base_name + '_' + std::to_string(next_id)] = next_id; | |
return next_id; | |
} | |
void add_rule( | |
parse_state & state, | |
uint32_t rule_id, | |
const std::vector<llama_grammar_element> & rule) { | |
if (state.rules.size() <= rule_id) { | |
state.rules.resize(rule_id + 1); | |
} | |
state.rules[rule_id] = rule; | |
} | |
bool is_word_char(char c) { | |
return ('a' <= c && c <= 'z') || ('A' <= c && c <= 'Z') || c == '-' || ('0' <= c && c <= '9'); | |
} | |
std::pair<uint32_t, const char *> parse_hex(const char * src, int size) { | |
const char * pos = src; | |
const char * end = src + size; | |
uint32_t value = 0; | |
for ( ; pos < end && *pos; pos++) { | |
value <<= 4; | |
char c = *pos; | |
if ('a' <= c && c <= 'f') { | |
value += c - 'a' + 10; | |
} else if ('A' <= c && c <= 'F') { | |
value += c - 'A' + 10; | |
} else if ('0' <= c && c <= '9') { | |
value += c - '0'; | |
} else { | |
break; | |
} | |
} | |
if (pos != end) { | |
throw std::runtime_error("expecting " + std::to_string(size) + " hex chars at " + src); | |
} | |
return std::make_pair(value, pos); | |
} | |
const char * parse_space(const char * src, bool newline_ok) { | |
const char * pos = src; | |
while (*pos == ' ' || *pos == '\t' || *pos == '#' || | |
(newline_ok && (*pos == '\r' || *pos == '\n'))) { | |
if (*pos == '#') { | |
while (*pos && *pos != '\r' && *pos != '\n') { | |
pos++; | |
} | |
} else { | |
pos++; | |
} | |
} | |
return pos; | |
} | |
const char * parse_name(const char * src) { | |
const char * pos = src; | |
while (is_word_char(*pos)) { | |
pos++; | |
} | |
if (pos == src) { | |
throw std::runtime_error(std::string("expecting name at ") + src); | |
} | |
return pos; | |
} | |
std::pair<uint32_t, const char *> parse_char(const char * src) { | |
if (*src == '\\') { | |
switch (src[1]) { | |
case 'x': return parse_hex(src + 2, 2); | |
case 'u': return parse_hex(src + 2, 4); | |
case 'U': return parse_hex(src + 2, 8); | |
case 't': return std::make_pair('\t', src + 2); | |
case 'r': return std::make_pair('\r', src + 2); | |
case 'n': return std::make_pair('\n', src + 2); | |
case '\\': | |
case '"': | |
case '[': | |
case ']': | |
return std::make_pair(src[1], src + 2); | |
default: | |
throw std::runtime_error(std::string("unknown escape at ") + src); | |
} | |
} else if (*src) { | |
return decode_utf8(src); | |
} | |
throw std::runtime_error("unexpected end of input"); | |
} | |
const char * parse_alternates( | |
parse_state & state, | |
const char * src, | |
const std::string & rule_name, | |
uint32_t rule_id, | |
bool is_nested); | |
const char * parse_sequence( | |
parse_state & state, | |
const char * src, | |
const std::string & rule_name, | |
std::vector<llama_grammar_element> & out_elements, | |
bool is_nested) { | |
size_t last_sym_start = out_elements.size(); | |
const char * pos = src; | |
while (*pos) { | |
if (*pos == '"') { // literal string | |
pos++; | |
last_sym_start = out_elements.size(); | |
while (*pos != '"') { | |
auto char_pair = parse_char(pos); | |
pos = char_pair.second; | |
out_elements.push_back({LLAMA_GRETYPE_CHAR, char_pair.first}); | |
} | |
pos = parse_space(pos + 1, is_nested); | |
} else if (*pos == '[') { // char range(s) | |
pos++; | |
enum llama_gretype start_type = LLAMA_GRETYPE_CHAR; | |
if (*pos == '^') { | |
pos++; | |
start_type = LLAMA_GRETYPE_CHAR_NOT; | |
} | |
last_sym_start = out_elements.size(); | |
while (*pos != ']') { | |
auto char_pair = parse_char(pos); | |
pos = char_pair.second; | |
enum llama_gretype type = last_sym_start < out_elements.size() | |
? LLAMA_GRETYPE_CHAR_ALT | |
: start_type; | |
out_elements.push_back({type, char_pair.first}); | |
if (pos[0] == '-' && pos[1] != ']') { | |
auto endchar_pair = parse_char(pos + 1); | |
pos = endchar_pair.second; | |
out_elements.push_back({LLAMA_GRETYPE_CHAR_RNG_UPPER, endchar_pair.first}); | |
} | |
} | |
pos = parse_space(pos + 1, is_nested); | |
} else if (is_word_char(*pos)) { // rule reference | |
const char * name_end = parse_name(pos); | |
uint32_t ref_rule_id = get_symbol_id(state, pos, name_end - pos); | |
pos = parse_space(name_end, is_nested); | |
last_sym_start = out_elements.size(); | |
out_elements.push_back({LLAMA_GRETYPE_RULE_REF, ref_rule_id}); | |
} else if (*pos == '(') { // grouping | |
// parse nested alternates into synthesized rule | |
pos = parse_space(pos + 1, true); | |
uint32_t sub_rule_id = generate_symbol_id(state, rule_name); | |
pos = parse_alternates(state, pos, rule_name, sub_rule_id, true); | |
last_sym_start = out_elements.size(); | |
// output reference to synthesized rule | |
out_elements.push_back({LLAMA_GRETYPE_RULE_REF, sub_rule_id}); | |
if (*pos != ')') { | |
throw std::runtime_error(std::string("expecting ')' at ") + pos); | |
} | |
pos = parse_space(pos + 1, is_nested); | |
} else if (*pos == '*' || *pos == '+' || *pos == '?') { // repetition operator | |
if (last_sym_start == out_elements.size()) { | |
throw std::runtime_error(std::string("expecting preceeding item to */+/? at ") + pos); | |
} | |
// apply transformation to previous symbol (last_sym_start to end) according to | |
// rewrite rules: | |
// S* --> S' ::= S S' | | |
// S+ --> S' ::= S S' | S | |
// S? --> S' ::= S | | |
uint32_t sub_rule_id = generate_symbol_id(state, rule_name); | |
std::vector<llama_grammar_element> sub_rule; | |
// add preceding symbol to generated rule | |
sub_rule.insert( | |
sub_rule.end(), out_elements.begin() + last_sym_start, out_elements.end()); | |
if (*pos == '*' || *pos == '+') { | |
// cause generated rule to recurse | |
sub_rule.push_back({LLAMA_GRETYPE_RULE_REF, sub_rule_id}); | |
} | |
// mark start of alternate def | |
sub_rule.push_back({LLAMA_GRETYPE_ALT, 0}); | |
if (*pos == '+') { | |
// add preceding symbol as alternate only for '+' (otherwise empty) | |
sub_rule.insert( | |
sub_rule.end(), out_elements.begin() + last_sym_start, out_elements.end()); | |
} | |
sub_rule.push_back({LLAMA_GRETYPE_END, 0}); | |
add_rule(state, sub_rule_id, sub_rule); | |
// in original rule, replace previous symbol with reference to generated rule | |
out_elements.resize(last_sym_start); | |
out_elements.push_back({LLAMA_GRETYPE_RULE_REF, sub_rule_id}); | |
pos = parse_space(pos + 1, is_nested); | |
} else { | |
break; | |
} | |
} | |
return pos; | |
} | |
const char * parse_alternates( | |
parse_state & state, | |
const char * src, | |
const std::string & rule_name, | |
uint32_t rule_id, | |
bool is_nested) { | |
std::vector<llama_grammar_element> rule; | |
const char * pos = parse_sequence(state, src, rule_name, rule, is_nested); | |
while (*pos == '|') { | |
rule.push_back({LLAMA_GRETYPE_ALT, 0}); | |
pos = parse_space(pos + 1, true); | |
pos = parse_sequence(state, pos, rule_name, rule, is_nested); | |
} | |
rule.push_back({LLAMA_GRETYPE_END, 0}); | |
add_rule(state, rule_id, rule); | |
return pos; | |
} | |
const char * parse_rule(parse_state & state, const char * src) { | |
const char * name_end = parse_name(src); | |
const char * pos = parse_space(name_end, false); | |
size_t name_len = name_end - src; | |
uint32_t rule_id = get_symbol_id(state, src, name_len); | |
const std::string name(src, name_len); | |
if (!(pos[0] == ':' && pos[1] == ':' && pos[2] == '=')) { | |
throw std::runtime_error(std::string("expecting ::= at ") + pos); | |
} | |
pos = parse_space(pos + 3, true); | |
pos = parse_alternates(state, pos, name, rule_id, false); | |
if (*pos == '\r') { | |
pos += pos[1] == '\n' ? 2 : 1; | |
} else if (*pos == '\n') { | |
pos++; | |
} else if (*pos) { | |
throw std::runtime_error(std::string("expecting newline or end at ") + pos); | |
} | |
return parse_space(pos, true); | |
} | |
parse_state parse(const char * src) { | |
try { | |
parse_state state; | |
const char * pos = parse_space(src, true); | |
while (*pos) { | |
pos = parse_rule(state, pos); | |
} | |
return state; | |
} catch (const std::exception & err) { | |
fprintf(stderr, "%s: error parsing grammar: %s\n", __func__, err.what()); | |
return parse_state(); | |
} | |
} | |
void print_grammar_char(FILE * file, uint32_t c) { | |
if (0x20 <= c && c <= 0x7f) { | |
fprintf(file, "%c", static_cast<char>(c)); | |
} else { | |
// cop out of encoding UTF-8 | |
fprintf(file, "<U+%04X>", c); | |
} | |
} | |
bool is_char_element(llama_grammar_element elem) { | |
switch (elem.type) { | |
case LLAMA_GRETYPE_CHAR: return true; | |
case LLAMA_GRETYPE_CHAR_NOT: return true; | |
case LLAMA_GRETYPE_CHAR_ALT: return true; | |
case LLAMA_GRETYPE_CHAR_RNG_UPPER: return true; | |
default: return false; | |
} | |
} | |
void print_rule_binary(FILE * file, const std::vector<llama_grammar_element> & rule) { | |
for (auto elem : rule) { | |
switch (elem.type) { | |
case LLAMA_GRETYPE_END: fprintf(file, "END"); break; | |
case LLAMA_GRETYPE_ALT: fprintf(file, "ALT"); break; | |
case LLAMA_GRETYPE_RULE_REF: fprintf(file, "RULE_REF"); break; | |
case LLAMA_GRETYPE_CHAR: fprintf(file, "CHAR"); break; | |
case LLAMA_GRETYPE_CHAR_NOT: fprintf(file, "CHAR_NOT"); break; | |
case LLAMA_GRETYPE_CHAR_RNG_UPPER: fprintf(file, "CHAR_RNG_UPPER"); break; | |
case LLAMA_GRETYPE_CHAR_ALT: fprintf(file, "CHAR_ALT"); break; | |
} | |
switch (elem.type) { | |
case LLAMA_GRETYPE_END: | |
case LLAMA_GRETYPE_ALT: | |
case LLAMA_GRETYPE_RULE_REF: | |
fprintf(file, "(%u) ", elem.value); | |
break; | |
case LLAMA_GRETYPE_CHAR: | |
case LLAMA_GRETYPE_CHAR_NOT: | |
case LLAMA_GRETYPE_CHAR_RNG_UPPER: | |
case LLAMA_GRETYPE_CHAR_ALT: | |
fprintf(file, "(\""); | |
print_grammar_char(file, elem.value); | |
fprintf(file, "\") "); | |
break; | |
} | |
} | |
fprintf(file, "\n"); | |
} | |
void print_rule( | |
FILE * file, | |
uint32_t rule_id, | |
const std::vector<llama_grammar_element> & rule, | |
const std::map<uint32_t, std::string> & symbol_id_names) { | |
if (rule.empty() || rule.back().type != LLAMA_GRETYPE_END) { | |
throw std::runtime_error( | |
"malformed rule, does not end with LLAMA_GRETYPE_END: " + std::to_string(rule_id)); | |
} | |
fprintf(file, "%s ::= ", symbol_id_names.at(rule_id).c_str()); | |
for (size_t i = 0, end = rule.size() - 1; i < end; i++) { | |
llama_grammar_element elem = rule[i]; | |
switch (elem.type) { | |
case LLAMA_GRETYPE_END: | |
throw std::runtime_error( | |
"unexpected end of rule: " + std::to_string(rule_id) + "," + | |
std::to_string(i)); | |
case LLAMA_GRETYPE_ALT: | |
fprintf(file, "| "); | |
break; | |
case LLAMA_GRETYPE_RULE_REF: | |
fprintf(file, "%s ", symbol_id_names.at(elem.value).c_str()); | |
break; | |
case LLAMA_GRETYPE_CHAR: | |
fprintf(file, "["); | |
print_grammar_char(file, elem.value); | |
break; | |
case LLAMA_GRETYPE_CHAR_NOT: | |
fprintf(file, "[^"); | |
print_grammar_char(file, elem.value); | |
break; | |
case LLAMA_GRETYPE_CHAR_RNG_UPPER: | |
if (i == 0 || !is_char_element(rule[i - 1])) { | |
throw std::runtime_error( | |
"LLAMA_GRETYPE_CHAR_RNG_UPPER without preceding char: " + | |
std::to_string(rule_id) + "," + std::to_string(i)); | |
} | |
fprintf(file, "-"); | |
print_grammar_char(file, elem.value); | |
break; | |
case LLAMA_GRETYPE_CHAR_ALT: | |
if (i == 0 || !is_char_element(rule[i - 1])) { | |
throw std::runtime_error( | |
"LLAMA_GRETYPE_CHAR_ALT without preceding char: " + | |
std::to_string(rule_id) + "," + std::to_string(i)); | |
} | |
print_grammar_char(file, elem.value); | |
break; | |
} | |
if (is_char_element(elem)) { | |
switch (rule[i + 1].type) { | |
case LLAMA_GRETYPE_CHAR_ALT: | |
case LLAMA_GRETYPE_CHAR_RNG_UPPER: | |
break; | |
default: | |
fprintf(file, "] "); | |
} | |
} | |
} | |
fprintf(file, "\n"); | |
} | |
void print_grammar(FILE * file, const parse_state & state) { | |
try { | |
std::map<uint32_t, std::string> symbol_id_names; | |
for (auto kv : state.symbol_ids) { | |
symbol_id_names[kv.second] = kv.first; | |
} | |
for (size_t i = 0, end = state.rules.size(); i < end; i++) { | |
// fprintf(file, "%zu: ", i); | |
// print_rule_binary(file, state.rules[i]); | |
print_rule(file, uint32_t(i), state.rules[i], symbol_id_names); | |
// fprintf(file, "\n"); | |
} | |
} catch (const std::exception & err) { | |
fprintf(stderr, "\n%s: error printing grammar: %s\n", __func__, err.what()); | |
} | |
} | |
std::vector<const llama_grammar_element *> parse_state::c_rules() { | |
std::vector<const llama_grammar_element *> ret; | |
for (const auto & rule : rules) { | |
ret.push_back(rule.data()); | |
} | |
return ret; | |
} | |
} | |