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3 changes: 3 additions & 0 deletions common/grammar-parser.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -369,6 +369,9 @@ namespace grammar_parser {
}
// Validate the state to ensure that all rules are defined
for (const auto & rule : state.rules) {
if (rule.empty()) {
throw std::runtime_error("Undefined rule");
}
for (const auto & elem : rule) {
if (elem.type == LLAMA_GRETYPE_RULE_REF) {
// Ensure that the rule at that location exists
Expand Down
123 changes: 60 additions & 63 deletions common/json-schema-to-grammar.cpp
Original file line number Diff line number Diff line change
@@ -1,4 +1,5 @@
#include "json-schema-to-grammar.h"
#include "common.h"
#include <algorithm>
#include <fstream>
#include <map>
Expand All @@ -19,6 +20,9 @@ static std::string repeat(const std::string & str, size_t n);
static std::string build_repetition(const std::string & item_rule, int min_items, int max_items, const std::string & separator_rule = "") {
auto has_max = max_items != std::numeric_limits<int>::max();

if (max_items == 0) {
return "";
}
if (min_items == 0 && max_items == 1) {
return item_rule + "?";
}
Expand All @@ -40,52 +44,9 @@ static std::string build_repetition(const std::string & item_rule, int min_items
return result;
}

/* Minimalistic replacement for std::string_view, which is only available from C++17 onwards */
class string_view {
const std::string & _str;
const size_t _start;
const size_t _end;
public:
string_view(const std::string & str, size_t start = 0, size_t end = std::string::npos) : _str(str), _start(start), _end(end == std::string::npos ? str.length() : end) {}

size_t size() const {
return _end - _start;
}

size_t length() const {
return size();
}

operator std::string() const {
return str();
}

std::string str() const {
return _str.substr(_start, _end - _start);
}

string_view substr(size_t pos, size_t len = std::string::npos) const {
return string_view(_str, _start + pos, len == std::string::npos ? _end : _start + pos + len);
}

char operator[](size_t pos) const {
auto index = _start + pos;
if (index >= _end) {
throw std::out_of_range("string_view index out of range");
}
return _str[_start + pos];
}

bool operator==(const string_view & other) const {
std::string this_str = *this;
std::string other_str = other;
return this_str == other_str;
}
};

static void _build_min_max_int(int min_value, int max_value, std::stringstream & out, int decimals_left = 16, bool top_level = true) {
auto has_min = min_value != std::numeric_limits<int>::min();
auto has_max = max_value != std::numeric_limits<int>::max();
static void _build_min_max_int(int64_t min_value, int64_t max_value, std::stringstream & out, int decimals_left = 16, bool top_level = true) {
auto has_min = min_value != std::numeric_limits<int64_t>::min();
auto has_max = max_value != std::numeric_limits<int64_t>::max();

auto digit_range = [&](char from, char to) {
out << "[";
Expand All @@ -111,14 +72,14 @@ static void _build_min_max_int(int min_value, int max_value, std::stringstream &
}
out << "}";
};
std::function<void(const string_view &, const string_view &)> uniform_range =
[&](const string_view & from, const string_view & to) {
std::function<void(const std::string_view &, const std::string_view &)> uniform_range =
[&](const std::string_view & from, const std::string_view & to) {
size_t i = 0;
while (i < from.length() && i < to.length() && from[i] == to[i]) {
i++;
}
if (i > 0) {
out << "\"" << from.substr(0, i).str() << "\"";
out << "\"" << from.substr(0, i) << "\"";
}
if (i < from.length() && i < to.length()) {
if (i > 0) {
Expand Down Expand Up @@ -201,7 +162,7 @@ static void _build_min_max_int(int min_value, int max_value, std::stringstream &
if (has_min) {
if (min_value < 0) {
out << "\"-\" (";
_build_min_max_int(std::numeric_limits<int>::min(), -min_value, out, decimals_left, /* top_level= */ false);
_build_min_max_int(std::numeric_limits<int64_t>::min(), -min_value, out, decimals_left, /* top_level= */ false);
out << ") | [0] | [1-9] ";
more_digits(0, decimals_left - 1);
} else if (min_value == 0) {
Expand Down Expand Up @@ -236,7 +197,7 @@ static void _build_min_max_int(int min_value, int max_value, std::stringstream &
}
digit_range(c, c);
out << " (";
_build_min_max_int(std::stoi(min_s.substr(1)), std::numeric_limits<int>::max(), out, less_decimals, /* top_level= */ false);
_build_min_max_int(std::stoll(min_s.substr(1)), std::numeric_limits<int64_t>::max(), out, less_decimals, /* top_level= */ false);
out << ")";
if (c < '9') {
out << " | ";
Expand All @@ -258,7 +219,7 @@ static void _build_min_max_int(int min_value, int max_value, std::stringstream &
_build_min_max_int(0, max_value, out, decimals_left, /* top_level= */ true);
} else {
out << "\"-\" (";
_build_min_max_int(-max_value, std::numeric_limits<int>::max(), out, decimals_left, /* top_level= */ false);
_build_min_max_int(-max_value, std::numeric_limits<int64_t>::max(), out, decimals_left, /* top_level= */ false);
out << ")";
}
return;
Expand Down Expand Up @@ -615,7 +576,7 @@ class SchemaConverter {
}
return join_seq();
};
return _add_rule(name, "\"\\\"\" " + to_rule(transform()) + " \"\\\"\" space");
return _add_rule(name, "\"\\\"\" (" + to_rule(transform()) + ") \"\\\"\" space");
}

/*
Expand Down Expand Up @@ -688,7 +649,10 @@ class SchemaConverter {
}

std::string _resolve_ref(const std::string & ref) {
std::string ref_name = ref.substr(ref.find_last_of('/') + 1);
auto it = ref.find('#');
std::string ref_fragment = it != std::string::npos ? ref.substr(it + 1) : ref;
static const std::regex nonalphanumeric_regex(R"([^a-zA-Z0-9-]+)");
std::string ref_name = "ref" + std::regex_replace(ref_fragment, nonalphanumeric_regex, "-");
if (_rules.find(ref_name) == _rules.end() && _refs_being_resolved.find(ref) == _refs_being_resolved.end()) {
_refs_being_resolved.insert(ref);
json resolved = _refs[ref];
Expand Down Expand Up @@ -861,11 +825,24 @@ class SchemaConverter {
std::vector<std::string> tokens = split(pointer, "/");
for (size_t i = 1; i < tokens.size(); ++i) {
std::string sel = tokens[i];
if (target.is_null() || !target.contains(sel)) {
if (target.is_object() && target.contains(sel)) {
target = target[sel];
} else if (target.is_array()) {
size_t sel_index;
try {
sel_index = std::stoul(sel);
} catch (const std::invalid_argument & e) {
sel_index = target.size();
}
if (sel_index >= target.size()) {
_errors.push_back("Error resolving ref " + ref + ": " + sel + " not in " + target.dump());
return;
}
target = target[sel_index];
} else {
_errors.push_back("Error resolving ref " + ref + ": " + sel + " not in " + target.dump());
return;
}
target = target[sel];
}
_refs[ref] = target;
}
Expand Down Expand Up @@ -931,9 +908,10 @@ class SchemaConverter {
_build_object_rule(
properties, required, name,
schema.contains("additionalProperties") ? schema["additionalProperties"] : json()));
} else if ((schema_type.is_null() || schema_type == "object") && schema.contains("allOf")) {
} else if ((schema_type.is_null() || schema_type == "object" || schema_type == "string") && schema.contains("allOf")) {
std::unordered_set<std::string> required;
std::vector<std::pair<std::string, json>> properties;
std::map<std::string, size_t> enum_values;
std::string hybrid_name = name;
std::function<void(const json &, bool)> add_component = [&](const json & comp_schema, bool is_required) {
if (comp_schema.contains("$ref")) {
Expand All @@ -945,6 +923,14 @@ class SchemaConverter {
required.insert(prop.key());
}
}
} else if (comp_schema.contains("enum")) {
for (const auto & v : comp_schema["enum"]) {
const auto rule = _generate_constant_rule(v);
if (enum_values.find(rule) == enum_values.end()) {
enum_values[rule] = 0;
}
enum_values[rule] += 1;
}
} else {
// todo warning
}
Expand All @@ -958,6 +944,17 @@ class SchemaConverter {
add_component(t, true);
}
}
if (!enum_values.empty()) {
std::vector<std::string> enum_intersection;
for (const auto & p : enum_values) {
if (p.second == schema["allOf"].size()) {
enum_intersection.push_back(p.first);
}
}
if (!enum_intersection.empty()) {
return _add_rule(rule_name, "(" + string_join(enum_intersection, " | ") + ") space");
}
}
return _add_rule(rule_name, _build_object_rule(properties, required, hybrid_name, json()));
} else if ((schema_type.is_null() || schema_type == "array") && (schema.contains("items") || schema.contains("prefixItems"))) {
json items = schema.contains("items") ? schema["items"] : schema["prefixItems"];
Expand Down Expand Up @@ -992,17 +989,17 @@ class SchemaConverter {
int max_len = schema.contains("maxLength") ? schema["maxLength"].get<int>() : std::numeric_limits<int>::max();
return _add_rule(rule_name, "\"\\\"\" " + build_repetition(char_rule, min_len, max_len) + " \"\\\"\" space");
} else if (schema_type == "integer" && (schema.contains("minimum") || schema.contains("exclusiveMinimum") || schema.contains("maximum") || schema.contains("exclusiveMaximum"))) {
int min_value = std::numeric_limits<int>::min();
int max_value = std::numeric_limits<int>::max();
int64_t min_value = std::numeric_limits<int64_t>::min();
int64_t max_value = std::numeric_limits<int64_t>::max();
if (schema.contains("minimum")) {
min_value = schema["minimum"].get<int>();
min_value = schema["minimum"].get<int64_t>();
} else if (schema.contains("exclusiveMinimum")) {
min_value = schema["exclusiveMinimum"].get<int>() + 1;
min_value = schema["exclusiveMinimum"].get<int64_t>() + 1;
}
if (schema.contains("maximum")) {
max_value = schema["maximum"].get<int>();
max_value = schema["maximum"].get<int64_t>();
} else if (schema.contains("exclusiveMaximum")) {
max_value = schema["exclusiveMaximum"].get<int>() - 1;
max_value = schema["exclusiveMaximum"].get<int64_t>() - 1;
}
std::stringstream out;
out << "(";
Expand Down
45 changes: 24 additions & 21 deletions common/sampling.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,6 @@ struct llama_sampling_context * llama_sampling_init(const struct llama_vocab* vo
#endif // LLAMA_USE_LLGUIDANCE
}
else {

std::vector<std::string> trigger_patterns;
std::vector<std::string> patterns_anywhere;
std::vector<llama_token> trigger_tokens;
Expand Down Expand Up @@ -70,30 +69,34 @@ struct llama_sampling_context * llama_sampling_init(const struct llama_vocab* vo
trigger_tokens.data(), trigger_tokens.size())
: llama_sampler_init_grammar(vocab, params.grammar.c_str(), "root");

// if there is a grammar, parse it
if (!params.grammar.empty()) {
result->parsed_grammar = grammar_parser::parse(params.grammar.c_str());
//if (!grmr) {
// return nullptr;
//}

// if there is a grammar, parse it
if (!params.grammar.empty()) {
result->parsed_grammar = grammar_parser::parse(params.grammar.c_str());
if (result->parsed_grammar.success) {
// will be empty (default) if there are parse errors
if (result->parsed_grammar.rules.empty()) {
fprintf(stderr, "%s: failed to parse grammar\n", __func__);
delete result;
return nullptr;
}
// will be empty (default) if there are parse errors
if (result->parsed_grammar.rules.empty()) {
fprintf(stderr, "%s: failed to parse grammar\n", __func__);
delete result;
return nullptr;
}

// Ensure that there is a "root" node.
if (result->parsed_grammar.symbol_ids.find("root") == result->parsed_grammar.symbol_ids.end()) {
fprintf(stderr, "%s: grammar does not contain a 'root' symbol\n", __func__);
delete result;
return nullptr;
}
// Ensure that there is a "root" node.
if (result->parsed_grammar.symbol_ids.find("root") == result->parsed_grammar.symbol_ids.end()) {
fprintf(stderr, "%s: grammar does not contain a 'root' symbol\n", __func__);
delete result;
return nullptr;
}
if (grmr == nullptr) {
throw std::runtime_error("Failed to initialize llama_grammar");
}
}
throw std::runtime_error("Failed to initialize llama_grammar");
}
}
}
result->prev.resize(params.n_prev);
result->n_valid = 0;
result->prev.resize(params.n_prev);
result->n_valid = 0;
}
result->grammar = grmr;
// init DRY
Expand Down
18 changes: 5 additions & 13 deletions examples/gbnf-validator/gbnf-validator.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -13,22 +13,14 @@
#include <vector>

static bool llama_sample_grammar_string(struct llama_grammar * grammar, const std::string & input_str, size_t & error_pos, std::string & error_msg) {
auto decoded = decode_utf8(input_str, {});
const auto & code_points = decoded.first;

const llama_grammar_rules & rules = llama_grammar_get_rules (grammar);
llama_grammar_stacks & cur_stacks = llama_grammar_get_stacks(grammar);

const auto cpts = unicode_cpts_from_utf8(input_str);
auto& cur_stacks = llama_grammar_get_stacks(grammar);
size_t pos = 0;
for (auto it = code_points.begin(), end = code_points.end() - 1; it != end; ++it) {
const llama_grammar_stacks prev_stacks = llama_grammar_get_stacks(grammar); // copy

llama_grammar_accept(rules, prev_stacks, *it, cur_stacks);

for (const auto& cpt : cpts) {
llama_grammar_accept(grammar, cpt);
if (cur_stacks.empty()) {
error_pos = pos;
error_msg = "Unexpected character '" + unicode_cpt_to_utf8(*it) + "'";
cur_stacks = prev_stacks;
error_msg = "Unexpected character '" + unicode_cpt_to_utf8(cpt) + "'";
return false;
}
++pos;
Expand Down
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