/** * llama.cpp - commit 8962422b1c6f9b8b15f5aeaea42600bcc2d44177 - do not edit this file * * MIT License * * Copyright (c) 2023-2024 The ggml authors * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #include "json-schema-to-grammar.h" #include #include #include #include #include #include #include #include #include using json = nlohmann::ordered_json; template static std::string join(Iterator begin, Iterator end, const std::string & separator); 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::max(); if (min_items == 0 && max_items == 1) { return item_rule + "?"; } if (separator_rule.empty()) { if (min_items == 1 && !has_max) { return item_rule + "+"; } else if (min_items == 0 && !has_max) { return item_rule + "*"; } else { return item_rule + "{" + std::to_string(min_items) + "," + (has_max ? std::to_string(max_items) : "") + "}"; } } auto result = item_rule + " " + build_repetition("(" + separator_rule + " " + item_rule + ")", min_items == 0 ? 0 : min_items - 1, has_max ? max_items - 1 : max_items); if (min_items == 0) { result = "(" + result + ")?"; } 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::min(); auto has_max = max_value != std::numeric_limits::max(); auto digit_range = [&](char from, char to) { out << "["; if (from == to) { out << from; } else { out << from << "-" << to; } out << "]"; }; auto more_digits = [&](int min_digits, int max_digits) { out << "[0-9]"; if (min_digits == max_digits && min_digits == 1) { return; } out << "{"; out << min_digits; if (max_digits != min_digits) { out << ","; if (max_digits != std::numeric_limits::max()) { out << max_digits; } } out << "}"; }; std::function uniform_range = [&](const string_view & from, const 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() << "\""; } if (i < from.length() && i < to.length()) { if (i > 0) { out << " "; } auto sub_len = from.length() - i - 1; if (sub_len > 0) { auto from_sub = from.substr(i + 1); auto to_sub = to.substr(i + 1); auto sub_zeros = repeat("0", sub_len); auto sub_nines = repeat("9", sub_len); auto to_reached = false; out << "("; if (from_sub == sub_zeros) { digit_range(from[i], to[i] - 1); out << " "; more_digits(sub_len, sub_len); } else { out << "[" << from[i] << "] "; out << "("; uniform_range(from_sub, sub_nines); out << ")"; if (from[i] < to[i] - 1) { out << " | "; if (to_sub == sub_nines) { digit_range(from[i] + 1, to[i]); to_reached = true; } else { digit_range(from[i] + 1, to[i] - 1); } out << " "; more_digits(sub_len, sub_len); } } if (!to_reached) { out << " | "; digit_range(to[i], to[i]); out << " "; uniform_range(sub_zeros, to_sub); } out << ")"; } else { out << "[" << from[i] << "-" << to[i] << "]"; } } }; if (has_min && has_max) { if (min_value < 0 && max_value < 0) { out << "\"-\" ("; _build_min_max_int(-max_value, -min_value, out, decimals_left, /* top_level= */ true); out << ")"; return; } if (min_value < 0) { out << "\"-\" ("; _build_min_max_int(0, -min_value, out, decimals_left, /* top_level= */ true); out << ") | "; min_value = 0; } auto min_s = std::to_string(min_value); auto max_s = std::to_string(max_value); auto min_digits = min_s.length(); auto max_digits = max_s.length(); for (auto digits = min_digits; digits < max_digits; digits++) { uniform_range(min_s, repeat("9", digits)); min_s = "1" + repeat("0", digits); out << " | "; } uniform_range(min_s, max_s); return; } auto less_decimals = std::max(decimals_left - 1, 1); if (has_min) { if (min_value < 0) { out << "\"-\" ("; _build_min_max_int(std::numeric_limits::min(), -min_value, out, decimals_left, /* top_level= */ false); out << ") | [0] | [1-9] "; more_digits(0, decimals_left - 1); } else if (min_value == 0) { if (top_level) { out << "[0] | [1-9] "; more_digits(0, less_decimals); } else { more_digits(1, decimals_left); } } else if (min_value <= 9) { char c = '0' + min_value; auto range_start = top_level ? '1' : '0'; if (c > range_start) { digit_range(range_start, c - 1); out << " "; more_digits(1, less_decimals); out << " | "; } digit_range(c, '9'); out << " "; more_digits(0, less_decimals); } else { auto min_s = std::to_string(min_value); auto len = min_s.length(); auto c = min_s[0]; if (c > '1') { digit_range(top_level ? '1' : '0', c - 1); out << " "; more_digits(len, less_decimals); out << " | "; } digit_range(c, c); out << " ("; _build_min_max_int(std::stoi(min_s.substr(1)), std::numeric_limits::max(), out, less_decimals, /* top_level= */ false); out << ")"; if (c < '9') { out << " | "; digit_range(c + 1, '9'); out << " "; more_digits(len - 1, less_decimals); } } return; } if (has_max) { if (max_value >= 0) { if (top_level) { out << "\"-\" [1-9] "; more_digits(0, less_decimals); out << " | "; } _build_min_max_int(0, max_value, out, decimals_left, /* top_level= */ true); } else { out << "\"-\" ("; _build_min_max_int(-max_value, std::numeric_limits::max(), out, decimals_left, /* top_level= */ false); out << ")"; } return; } throw std::runtime_error("At least one of min_value or max_value must be set"); } const std::string SPACE_RULE = "| \" \" | \"\\n\" [ \\t]{0,20}"; struct BuiltinRule { std::string content; std::vector deps; }; std::unordered_map PRIMITIVE_RULES = { {"boolean", {"(\"true\" | \"false\") space", {}}}, {"decimal-part", {"[0-9]{1,16}", {}}}, {"integral-part", {"[0] | [1-9] [0-9]{0,15}", {}}}, {"number", {"(\"-\"? integral-part) (\".\" decimal-part)? ([eE] [-+]? integral-part)? space", {"integral-part", "decimal-part"}}}, {"integer", {"(\"-\"? integral-part) space", {"integral-part"}}}, {"value", {"object | array | string | number | boolean | null", {"object", "array", "string", "number", "boolean", "null"}}}, {"object", {"\"{\" space ( string \":\" space value (\",\" space string \":\" space value)* )? \"}\" space", {"string", "value"}}}, {"array", {"\"[\" space ( value (\",\" space value)* )? \"]\" space", {"value"}}}, {"uuid", {"\"\\\"\" [0-9a-fA-F]{8} \"-\" [0-9a-fA-F]{4} \"-\" [0-9a-fA-F]{4} \"-\" [0-9a-fA-F]{4} \"-\" [0-9a-fA-F]{12} \"\\\"\" space", {}}}, {"char", {"[^\"\\\\\\x7F\\x00-\\x1F] | [\\\\] ([\"\\\\bfnrt] | \"u\" [0-9a-fA-F]{4})", {}}}, {"string", {"\"\\\"\" char* \"\\\"\" space", {"char"}}}, {"null", {"\"null\" space", {}}}, }; std::unordered_map STRING_FORMAT_RULES = { {"date", {"[0-9]{4} \"-\" ( \"0\" [1-9] | \"1\" [0-2] ) \"-\" ( \"0\" [1-9] | [1-2] [0-9] | \"3\" [0-1] )", {}}}, {"time", {"([01] [0-9] | \"2\" [0-3]) \":\" [0-5] [0-9] \":\" [0-5] [0-9] ( \".\" [0-9]{3} )? ( \"Z\" | ( \"+\" | \"-\" ) ( [01] [0-9] | \"2\" [0-3] ) \":\" [0-5] [0-9] )", {}}}, {"date-time", {"date \"T\" time", {"date", "time"}}}, {"date-string", {"\"\\\"\" date \"\\\"\" space", {"date"}}}, {"time-string", {"\"\\\"\" time \"\\\"\" space", {"time"}}}, {"date-time-string", {"\"\\\"\" date-time \"\\\"\" space", {"date-time"}}} }; static bool is_reserved_name(const std::string & name) { static std::unordered_set RESERVED_NAMES; if (RESERVED_NAMES.empty()) { RESERVED_NAMES.insert("root"); for (const auto &p : PRIMITIVE_RULES) RESERVED_NAMES.insert(p.first); for (const auto &p : STRING_FORMAT_RULES) RESERVED_NAMES.insert(p.first); } return RESERVED_NAMES.find(name) != RESERVED_NAMES.end(); } std::regex INVALID_RULE_CHARS_RE("[^a-zA-Z0-9-]+"); std::regex GRAMMAR_LITERAL_ESCAPE_RE("[\r\n\"]"); std::regex GRAMMAR_RANGE_LITERAL_ESCAPE_RE("[\r\n\"\\]\\-\\\\]"); std::unordered_map GRAMMAR_LITERAL_ESCAPES = { {'\r', "\\r"}, {'\n', "\\n"}, {'"', "\\\""}, {'-', "\\-"}, {']', "\\]"} }; std::unordered_set NON_LITERAL_SET = {'|', '.', '(', ')', '[', ']', '{', '}', '*', '+', '?'}; std::unordered_set ESCAPED_IN_REGEXPS_BUT_NOT_IN_LITERALS = {'^', '$', '.', '[', ']', '(', ')', '|', '{', '}', '*', '+', '?'}; template std::string join(Iterator begin, Iterator end, const std::string & separator) { std::ostringstream result; if (begin != end) { result << *begin; for (Iterator it = begin + 1; it != end; ++it) { result << separator << *it; } } return result.str(); } static std::vector split(const std::string & str, const std::string & delimiter) { std::vector tokens; size_t start = 0; size_t end = str.find(delimiter); while (end != std::string::npos) { tokens.push_back(str.substr(start, end - start)); start = end + delimiter.length(); end = str.find(delimiter, start); } tokens.push_back(str.substr(start)); return tokens; } static std::string repeat(const std::string & str, size_t n) { if (n == 0) { return ""; } std::string result; result.reserve(str.length() * n); for (size_t i = 0; i < n; ++i) { result += str; } return result; } static std::string replacePattern(const std::string & input, const std::regex & regex, const std::function & replacement) { std::smatch match; std::string result; std::string::const_iterator searchStart(input.cbegin()); std::string::const_iterator searchEnd(input.cend()); while (std::regex_search(searchStart, searchEnd, match, regex)) { result.append(searchStart, searchStart + match.position()); result.append(replacement(match)); searchStart = match.suffix().first; } result.append(searchStart, searchEnd); return result; } static std::string format_literal(const std::string & literal) { std::string escaped = replacePattern(literal, GRAMMAR_LITERAL_ESCAPE_RE, [&](const std::smatch & match) { char c = match.str()[0]; return GRAMMAR_LITERAL_ESCAPES.at(c); }); return "\"" + escaped + "\""; } class SchemaConverter { private: std::function _fetch_json; bool _dotall; std::map _rules; std::unordered_map _refs; std::unordered_set _refs_being_resolved; std::vector _errors; std::vector _warnings; std::string _add_rule(const std::string & name, const std::string & rule) { std::string esc_name = regex_replace(name, INVALID_RULE_CHARS_RE, "-"); if (_rules.find(esc_name) == _rules.end() || _rules[esc_name] == rule) { _rules[esc_name] = rule; return esc_name; } else { int i = 0; while (_rules.find(esc_name + std::to_string(i)) != _rules.end() && _rules[esc_name + std::to_string(i)] != rule) { i++; } std::string key = esc_name + std::to_string(i); _rules[key] = rule; return key; } } std::string _generate_union_rule(const std::string & name, const std::vector & alt_schemas) { std::vector rules; for (size_t i = 0; i < alt_schemas.size(); i++) { rules.push_back(visit(alt_schemas[i], name + (name.empty() ? "alternative-" : "-") + std::to_string(i))); } return join(rules.begin(), rules.end(), " | "); } std::string _visit_pattern(const std::string & pattern, const std::string & name) { if (!(pattern.front() == '^' && pattern.back() == '$')) { _errors.push_back("Pattern must start with '^' and end with '$'"); return ""; } std::string sub_pattern = pattern.substr(1, pattern.length() - 2); std::unordered_map sub_rule_ids; size_t i = 0; size_t length = sub_pattern.length(); using literal_or_rule = std::pair; auto to_rule = [&](const literal_or_rule & ls) { auto is_literal = ls.second; auto s = ls.first; return is_literal ? "\"" + s + "\"" : s; }; std::function transform = [&]() -> literal_or_rule { size_t start = i; std::vector seq; auto get_dot = [&]() { std::string rule; if (_dotall) { rule = "[\\U00000000-\\U0010FFFF]"; } else { rule = "[^\\x0A\\x0D]"; } return _add_rule("dot", rule); }; // Joins the sequence, merging consecutive literals together. auto join_seq = [&]() { std::vector ret; std::string literal; auto flush_literal = [&]() { if (literal.empty()) { return false; } ret.emplace_back(literal, true); literal.clear(); return true; }; for (const auto & item : seq) { auto is_literal = item.second; if (is_literal) { literal += item.first; } else { flush_literal(); ret.push_back(item); } } flush_literal(); std::vector results; for (const auto & item : ret) { results.push_back(to_rule(item)); } return std::make_pair(join(results.begin(), results.end(), " "), false); }; while (i < length) { char c = sub_pattern[i]; if (c == '.') { seq.emplace_back(get_dot(), false); i++; } else if (c == '(') { i++; if (i < length) { if (sub_pattern[i] == '?') { _warnings.push_back("Unsupported pattern syntax"); } } seq.emplace_back("(" + to_rule(transform()) + ")", false); } else if (c == ')') { i++; if (start > 0 && sub_pattern[start - 1] != '(') { _errors.push_back("Unbalanced parentheses"); } return join_seq(); } else if (c == '[') { std::string square_brackets = std::string(1, c); i++; while (i < length && sub_pattern[i] != ']') { if (sub_pattern[i] == '\\') { square_brackets += sub_pattern.substr(i, 2); i += 2; } else { square_brackets += sub_pattern[i]; i++; } } if (i >= length) { _errors.push_back("Unbalanced square brackets"); } square_brackets += ']'; i++; seq.emplace_back(square_brackets, false); } else if (c == '|') { seq.emplace_back("|", false); i++; } else if (c == '*' || c == '+' || c == '?') { seq.back() = std::make_pair(to_rule(seq.back()) + c, false); i++; } else if (c == '{') { std::string curly_brackets = std::string(1, c); i++; while (i < length && sub_pattern[i] != '}') { curly_brackets += sub_pattern[i]; i++; } if (i >= length) { _errors.push_back("Unbalanced curly brackets"); } curly_brackets += '}'; i++; auto nums = split(curly_brackets.substr(1, curly_brackets.length() - 2), ","); int min_times = 0; int max_times = std::numeric_limits::max(); try { if (nums.size() == 1) { min_times = max_times = std::stoi(nums[0]); } else if (nums.size() != 2) { _errors.push_back("Wrong number of values in curly brackets"); } else { if (!nums[0].empty()) { min_times = std::stoi(nums[0]); } if (!nums[1].empty()) { max_times = std::stoi(nums[1]); } } } catch (const std::invalid_argument & e) { _errors.push_back("Invalid number in curly brackets"); return std::make_pair("", false); } auto &last = seq.back(); auto &sub = last.first; auto sub_is_literal = last.second; if (!sub_is_literal) { std::string & sub_id = sub_rule_ids[sub]; if (sub_id.empty()) { sub_id = _add_rule(name + "-" + std::to_string(sub_rule_ids.size()), sub); } sub = sub_id; } seq.back().first = build_repetition( sub_is_literal ? "\"" + sub + "\"" : sub, min_times, max_times, "" ); seq.back().second = false; } else { std::string literal; auto is_non_literal = [&](char c) { return NON_LITERAL_SET.find(c) != NON_LITERAL_SET.end(); }; while (i < length) { if (sub_pattern[i] == '\\' && i < length - 1) { char next = sub_pattern[i + 1]; if (ESCAPED_IN_REGEXPS_BUT_NOT_IN_LITERALS.find(next) != ESCAPED_IN_REGEXPS_BUT_NOT_IN_LITERALS.end()) { i++; literal += sub_pattern[i]; i++; } else { literal += sub_pattern.substr(i, 2); i += 2; } } else if (sub_pattern[i] == '"') { literal += "\\\""; i++; } else if (!is_non_literal(sub_pattern[i]) && (i == length - 1 || literal.empty() || sub_pattern[i + 1] == '.' || !is_non_literal(sub_pattern[i + 1]))) { literal += sub_pattern[i]; i++; } else { break; } } if (!literal.empty()) { seq.emplace_back(literal, true); } } } return join_seq(); }; return _add_rule(name, "\"\\\"\" " + to_rule(transform()) + " \"\\\"\" space"); } /* Returns a rule that matches a JSON string that is none of the provided strings not_strings({"a"}) -> ["] ( [a] char+ | [^"a] char* )? ["] space not_strings({"and", "also"}) -> ["] ( [a] ([l] ([s] ([o] char+ | [^"o] char*) | [^"s] char*) | [n] ([d] char+ | [^"d] char*) | [^"ln] char*) | [^"a] char* )? ["] space */ std::string _not_strings(const std::vector & strings) { struct TrieNode { std::map children; bool is_end_of_string; TrieNode() : is_end_of_string(false) {} void insert(const std::string & string) { auto node = this; for (char c : string) { node = &node->children[c]; } node->is_end_of_string = true; } }; TrieNode trie; for (const auto & s : strings) { trie.insert(s); } std::string char_rule = _add_primitive("char", PRIMITIVE_RULES.at("char")); std::ostringstream out; out << "[\"] ( "; std::function visit = [&](const TrieNode & node) { std::ostringstream rejects; auto first = true; for (const auto & kv : node.children) { rejects << kv.first; if (first) { first = false; } else { out << " | "; } out << "[" << kv.first << "]"; if (!kv.second.children.empty()) { out << " ("; visit(kv.second); out << ")"; } else if (kv.second.is_end_of_string) { out << " " << char_rule << "+"; } } if (!node.children.empty()) { if (!first) { out << " | "; } out << "[^\"" << rejects.str() << "] " << char_rule << "*"; } }; visit(trie); out << " )"; if (!trie.is_end_of_string) { out << "?"; } out << " [\"] space"; return out.str(); } std::string _resolve_ref(const std::string & ref) { std::string ref_name = ref.substr(ref.find_last_of('/') + 1); 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]; ref_name = visit(resolved, ref_name); _refs_being_resolved.erase(ref); } return ref_name; } std::string _build_object_rule( const std::vector> & properties, const std::unordered_set & required, const std::string & name, const json & additional_properties) { std::vector required_props; std::vector optional_props; std::unordered_map prop_kv_rule_names; std::vector prop_names; for (const auto & kv : properties) { const auto &prop_name = kv.first; const auto &prop_schema = kv.second; std::string prop_rule_name = visit(prop_schema, name + (name.empty() ? "" : "-") + prop_name); prop_kv_rule_names[prop_name] = _add_rule( name + (name.empty() ? "" : "-") + prop_name + "-kv", format_literal(json(prop_name).dump()) + " space \":\" space " + prop_rule_name ); if (required.find(prop_name) != required.end()) { required_props.push_back(prop_name); } else { optional_props.push_back(prop_name); } prop_names.push_back(prop_name); } if ((additional_properties.is_boolean() && additional_properties.get()) || additional_properties.is_object()) { std::string sub_name = name + (name.empty() ? "" : "-") + "additional"; std::string value_rule = additional_properties.is_object() ? visit(additional_properties, sub_name + "-value") : _add_primitive("value", PRIMITIVE_RULES.at("value")); auto key_rule = prop_names.empty() ? _add_primitive("string", PRIMITIVE_RULES.at("string")) : _add_rule(sub_name + "-k", _not_strings(prop_names)); std::string kv_rule = _add_rule(sub_name + "-kv", key_rule + " \":\" space " + value_rule); prop_kv_rule_names["*"] = kv_rule; optional_props.push_back("*"); } std::string rule = "\"{\" space "; for (size_t i = 0; i < required_props.size(); i++) { if (i > 0) { rule += " \",\" space "; } rule += prop_kv_rule_names[required_props[i]]; } if (!optional_props.empty()) { rule += " ("; if (!required_props.empty()) { rule += " \",\" space ( "; } std::function &, bool)> get_recursive_refs = [&](const std::vector & ks, bool first_is_optional) { std::string res; if (ks.empty()) { return res; } std::string k = ks[0]; std::string kv_rule_name = prop_kv_rule_names[k]; std::string comma_ref = "( \",\" space " + kv_rule_name + " )"; if (first_is_optional) { res = comma_ref + (k == "*" ? "*" : "?"); } else { res = kv_rule_name + (k == "*" ? " " + comma_ref + "*" : ""); } if (ks.size() > 1) { res += " " + _add_rule( name + (name.empty() ? "" : "-") + k + "-rest", get_recursive_refs(std::vector(ks.begin() + 1, ks.end()), true) ); } return res; }; for (size_t i = 0; i < optional_props.size(); i++) { if (i > 0) { rule += " | "; } rule += get_recursive_refs(std::vector(optional_props.begin() + i, optional_props.end()), false); } if (!required_props.empty()) { rule += " )"; } rule += " )?"; } rule += " \"}\" space"; return rule; } std::string _add_primitive(const std::string & name, const BuiltinRule & rule) { auto n = _add_rule(name, rule.content); for (const auto & dep : rule.deps) { BuiltinRule dep_rule; auto it = PRIMITIVE_RULES.find(dep); if (it == PRIMITIVE_RULES.end()) { it = STRING_FORMAT_RULES.find(dep); if (it == STRING_FORMAT_RULES.end()) { _errors.push_back("Rule " + dep + " not known"); continue; } } if (_rules.find(dep) == _rules.end()) { _add_primitive(dep, it->second); } } return n; } public: SchemaConverter( const std::function & fetch_json, bool dotall) : _fetch_json(fetch_json), _dotall(dotall) { _rules["space"] = SPACE_RULE; } void resolve_refs(json & schema, const std::string & url) { /* * Resolves all $ref fields in the given schema, fetching any remote schemas, * replacing each $ref with absolute reference URL and populates _refs with the * respective referenced (sub)schema dictionaries. */ std::function visit_refs = [&](json & n) { if (n.is_array()) { for (auto & x : n) { visit_refs(x); } } else if (n.is_object()) { if (n.contains("$ref")) { std::string ref = n["$ref"]; if (_refs.find(ref) == _refs.end()) { json target; if (ref.find("https://") == 0) { std::string base_url = ref.substr(0, ref.find('#')); auto it = _refs.find(base_url); if (it != _refs.end()) { target = it->second; } else { // Fetch the referenced schema and resolve its refs auto referenced = _fetch_json(ref); resolve_refs(referenced, base_url); _refs[base_url] = referenced; } if (ref.find('#') == std::string::npos || ref.substr(ref.find('#') + 1).empty()) { return; } } else if (ref.find("#/") == 0) { target = schema; n["$ref"] = url + ref; ref = url + ref; } else { _errors.push_back("Unsupported ref: " + ref); return; } std::string pointer = ref.substr(ref.find('#') + 1); std::vector tokens = split(pointer, "/"); for (size_t i = 1; i < tokens.size(); ++i) { std::string sel = tokens[i]; if (target.is_null() || !target.contains(sel)) { _errors.push_back("Error resolving ref " + ref + ": " + sel + " not in " + target.dump()); return; } target = target[sel]; } _refs[ref] = target; } } else { for (auto & kv : n.items()) { visit_refs(kv.value()); } } } }; visit_refs(schema); } std::string _generate_constant_rule(const json & value) { return format_literal(value.dump()); } std::string visit(const json & schema, const std::string & name) { json schema_type = schema.contains("type") ? schema["type"] : json(); std::string schema_format = schema.contains("format") ? schema["format"].get() : ""; std::string rule_name = is_reserved_name(name) ? name + "-" : name.empty() ? "root" : name; if (schema.contains("$ref")) { return _add_rule(rule_name, _resolve_ref(schema["$ref"])); } else if (schema.contains("oneOf") || schema.contains("anyOf")) { std::vector alt_schemas = schema.contains("oneOf") ? schema["oneOf"].get>() : schema["anyOf"].get>(); return _add_rule(rule_name, _generate_union_rule(name, alt_schemas)); } else if (schema_type.is_array()) { std::vector schema_types; for (const auto & t : schema_type) { json schema_copy(schema); schema_copy["type"] = t; schema_types.push_back(schema_copy); } return _add_rule(rule_name, _generate_union_rule(name, schema_types)); } else if (schema.contains("const")) { return _add_rule(rule_name, _generate_constant_rule(schema["const"]) + " space"); } else if (schema.contains("enum")) { std::vector enum_values; for (const auto & v : schema["enum"]) { enum_values.push_back(_generate_constant_rule(v)); } return _add_rule(rule_name, "(" + join(enum_values.begin(), enum_values.end(), " | ") + ") space"); } else if ((schema_type.is_null() || schema_type == "object") && (schema.contains("properties") || (schema.contains("additionalProperties") && schema["additionalProperties"] != true))) { std::unordered_set required; if (schema.contains("required") && schema["required"].is_array()) { for (const auto & item : schema["required"]) { if (item.is_string()) { required.insert(item.get()); } } } std::vector> properties; if (schema.contains("properties")) { for (const auto & prop : schema["properties"].items()) { properties.emplace_back(prop.key(), prop.value()); } } return _add_rule(rule_name, _build_object_rule( properties, required, name, schema.contains("additionalProperties") ? schema["additionalProperties"] : json())); } else if ((schema_type.is_null() || schema_type == "object") && schema.contains("allOf")) { std::unordered_set required; std::vector> properties; std::string hybrid_name = name; std::function add_component = [&](const json & comp_schema, bool is_required) { if (comp_schema.contains("$ref")) { add_component(_refs[comp_schema["$ref"]], is_required); } else if (comp_schema.contains("properties")) { for (const auto & prop : comp_schema["properties"].items()) { properties.emplace_back(prop.key(), prop.value()); if (is_required) { required.insert(prop.key()); } } } else { // todo warning } }; for (auto & t : schema["allOf"]) { if (t.contains("anyOf")) { for (auto & tt : t["anyOf"]) { add_component(tt, false); } } else { add_component(t, true); } } 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"]; if (items.is_array()) { std::string rule = "\"[\" space "; for (size_t i = 0; i < items.size(); i++) { if (i > 0) { rule += " \",\" space "; } rule += visit(items[i], name + (name.empty() ? "" : "-") + "tuple-" + std::to_string(i)); } rule += " \"]\" space"; return _add_rule(rule_name, rule); } else { std::string item_rule_name = visit(items, name + (name.empty() ? "" : "-") + "item"); int min_items = schema.contains("minItems") ? schema["minItems"].get() : 0; json max_items_json = schema.contains("maxItems") ? schema["maxItems"] : json(); int max_items = max_items_json.is_number_integer() ? max_items_json.get() : std::numeric_limits::max(); return _add_rule(rule_name, "\"[\" space " + build_repetition(item_rule_name, min_items, max_items, "\",\" space") + " \"]\" space"); } } else if ((schema_type.is_null() || schema_type == "string") && schema.contains("pattern")) { return _visit_pattern(schema["pattern"], rule_name); } else if ((schema_type.is_null() || schema_type == "string") && std::regex_match(schema_format, std::regex("^uuid[1-5]?$"))) { return _add_primitive(rule_name == "root" ? "root" : schema_format, PRIMITIVE_RULES.at("uuid")); } else if ((schema_type.is_null() || schema_type == "string") && STRING_FORMAT_RULES.find(schema_format + "-string") != STRING_FORMAT_RULES.end()) { auto prim_name = schema_format + "-string"; return _add_rule(rule_name, _add_primitive(prim_name, STRING_FORMAT_RULES.at(prim_name))); } else if (schema_type == "string" && (schema.contains("minLength") || schema.contains("maxLength"))) { std::string char_rule = _add_primitive("char", PRIMITIVE_RULES.at("char")); int min_len = schema.contains("minLength") ? schema["minLength"].get() : 0; int max_len = schema.contains("maxLength") ? schema["maxLength"].get() : std::numeric_limits::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::min(); int max_value = std::numeric_limits::max(); if (schema.contains("minimum")) { min_value = schema["minimum"].get(); } else if (schema.contains("exclusiveMinimum")) { min_value = schema["exclusiveMinimum"].get() + 1; } if (schema.contains("maximum")) { max_value = schema["maximum"].get(); } else if (schema.contains("exclusiveMaximum")) { max_value = schema["exclusiveMaximum"].get() - 1; } std::stringstream out; out << "("; _build_min_max_int(min_value, max_value, out); out << ") space"; return _add_rule(rule_name, out.str()); } else if (schema.empty() || schema_type == "object") { return _add_rule(rule_name, _add_primitive("object", PRIMITIVE_RULES.at("object"))); } else { if (!schema_type.is_string() || PRIMITIVE_RULES.find(schema_type.get()) == PRIMITIVE_RULES.end()) { _errors.push_back("Unrecognized schema: " + schema.dump()); return ""; } // TODO: support minimum, maximum, exclusiveMinimum, exclusiveMaximum at least for zero return _add_primitive(rule_name == "root" ? "root" : schema_type.get(), PRIMITIVE_RULES.at(schema_type.get())); } } void check_errors() { if (!_errors.empty()) { throw std::runtime_error("JSON schema conversion failed:\n" + join(_errors.begin(), _errors.end(), "\n")); } if (!_warnings.empty()) { fprintf(stderr, "WARNING: JSON schema conversion was incomplete: %s\n", join(_warnings.begin(), _warnings.end(), "; ").c_str()); } } std::string format_grammar() { std::stringstream ss; for (const auto & kv : _rules) { ss << kv.first << " ::= " << kv.second << std::endl; } return ss.str(); } }; std::string json_schema_to_grammar(const json & schema) { SchemaConverter converter([](const std::string &) { return json::object(); }, /* dotall= */ false); auto copy = schema; converter.resolve_refs(copy, "input"); converter.visit(copy, ""); converter.check_errors(); return converter.format_grammar(); }