diff --git a/.gitignore b/.gitignore
index fbeb9223c..51aa84222 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,6 +11,7 @@
*.gcda
*.dot
*.bat
+*.tmp
*.metallib
*.etag
*.lastModified
diff --git a/Makefile b/Makefile
index 1daad45ed..9b72e1dbd 100644
--- a/Makefile
+++ b/Makefile
@@ -9,7 +9,8 @@ TEST_TARGETS = \
tests/test-llama-grammar tests/test-grammar-parser tests/test-double-float tests/test-grad0 tests/test-opt \
tests/test-quantize-fns tests/test-quantize-perf tests/test-sampling tests/test-tokenizer-0-llama \
tests/test-tokenizer-0-falcon tests/test-tokenizer-1-llama tests/test-tokenizer-1-bpe tests/test-rope \
- tests/test-backend-ops tests/test-model-load-cancel tests/test-autorelease
+ tests/test-backend-ops tests/test-model-load-cancel tests/test-autorelease \
+ tests/test-json-schema-to-grammar
# Code coverage output files
COV_TARGETS = *.gcno tests/*.gcno *.gcda tests/*.gcda *.gcov tests/*.gcov lcov-report gcovr-report
@@ -666,6 +667,9 @@ console.o: common/console.cpp common/console.h
grammar-parser.o: common/grammar-parser.cpp common/grammar-parser.h
$(CXX) $(CXXFLAGS) -c $< -o $@
+json-schema-to-grammar.o: common/json-schema-to-grammar.cpp common/json-schema-to-grammar.h
+ $(CXX) $(CXXFLAGS) -c $< -o $@
+
train.o: common/train.cpp common/train.h
$(CXX) $(CXXFLAGS) -c $< -o $@
@@ -745,7 +749,7 @@ save-load-state: examples/save-load-state/save-load-state.cpp ggml.o llama.o $(C
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
-server: examples/server/server.cpp examples/server/utils.hpp examples/server/httplib.h examples/server/json.hpp examples/server/index.html.hpp examples/server/index.js.hpp examples/server/completion.js.hpp common/stb_image.h ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS)
+server: examples/server/server.cpp examples/server/utils.hpp examples/server/httplib.h common/json.hpp examples/server/index.html.hpp examples/server/index.js.hpp examples/server/completion.js.hpp json-schema-to-grammar.o common/stb_image.h ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS)
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
$(CXX) $(CXXFLAGS) $(filter-out %.h %.hpp $<,$^) -Iexamples/server $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) $(LWINSOCK2)
@@ -865,6 +869,10 @@ tests/test-double-float: tests/test-double-float.cpp ggml.o $(OBJS)
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
+tests/test-json-schema-to-grammar: tests/test-json-schema-to-grammar.cpp json-schema-to-grammar.o ggml.o llama.o grammar-parser.o $(OBJS)
+ $(CXX) $(CXXFLAGS) -Iexamples/server -c $< -o $(call GET_OBJ_FILE, $<)
+ $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
+
tests/test-grad0: tests/test-grad0.cpp ggml.o $(OBJS)
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
diff --git a/build.zig b/build.zig
index 90609359b..a1de7083a 100644
--- a/build.zig
+++ b/build.zig
@@ -122,6 +122,7 @@ pub fn build(b: *std.build.Builder) !void {
const console = make.obj("console", "common/console.cpp");
const sampling = make.obj("sampling", "common/sampling.cpp");
const grammar_parser = make.obj("grammar-parser", "common/grammar-parser.cpp");
+ const json_schema_to_grammar = make.obj("json-schema-to-grammar", "common/json-schema-to-grammar.cpp");
const train = make.obj("train", "common/train.cpp");
const clip = make.obj("clip", "examples/llava/clip.cpp");
const llava = make.obj("llava", "examples/llava/llava.cpp");
@@ -133,7 +134,7 @@ pub fn build(b: *std.build.Builder) !void {
_ = make.exe("finetune", "examples/finetune/finetune.cpp", &.{ ggml, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, common, buildinfo, train });
_ = make.exe("train-text-from-scratch", "examples/train-text-from-scratch/train-text-from-scratch.cpp", &.{ ggml, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, common, buildinfo, train });
- const server = make.exe("server", "examples/server/server.cpp", &.{ ggml, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, common, buildinfo, sampling, grammar_parser, clip, llava });
+ const server = make.exe("server", "examples/server/server.cpp", &.{ ggml, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, common, buildinfo, sampling, grammar_parser, json_schema_to_grammar, clip, llava });
if (server.target.isWindows()) {
server.linkSystemLibrary("ws2_32");
}
diff --git a/common/CMakeLists.txt b/common/CMakeLists.txt
index af2629a46..10951693a 100644
--- a/common/CMakeLists.txt
+++ b/common/CMakeLists.txt
@@ -47,6 +47,8 @@ if (BUILD_SHARED_LIBS)
set_target_properties(${TARGET} PROPERTIES POSITION_INDEPENDENT_CODE ON)
endif()
+set(TARGET json-schema-to-grammar)
+add_library(${TARGET} OBJECT json-schema-to-grammar.cpp json-schema-to-grammar.h)
set(TARGET common)
@@ -60,6 +62,7 @@ add_library(${TARGET} STATIC
console.cpp
grammar-parser.h
grammar-parser.cpp
+ json.hpp
train.h
train.cpp
)
diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp
new file mode 100644
index 000000000..dc6d30ef1
--- /dev/null
+++ b/common/json-schema-to-grammar.cpp
@@ -0,0 +1,725 @@
+#include "json-schema-to-grammar.h"
+#include <algorithm>
+#include <fstream>
+#include <map>
+#include <regex>
+#include <sstream>
+#include <string>
+#include <unordered_map>
+#include <unordered_set>
+#include <vector>
+
+using json = nlohmann::json;
+
+const std::string SPACE_RULE = "\" \"?";
+
+std::unordered_map<std::string, std::string> PRIMITIVE_RULES = {
+ {"boolean", "(\"true\" | \"false\") space"},
+ {"number", "(\"-\"? ([0-9] | [1-9] [0-9]*)) (\".\" [0-9]+)? ([eE] [-+]? [0-9]+)? space"},
+ {"integer", "(\"-\"? ([0-9] | [1-9] [0-9]*)) space"},
+ {"value", "object | array | string | number | boolean"},
+ {"object", "\"{\" space ( string \":\" space value (\",\" space string \":\" space value)* )? \"}\" space"},
+ {"array", "\"[\" space ( value (\",\" space value)* )? \"]\" space"},
+ {"uuid", "\"\\\"\" [0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F] "
+ "\"-\" [0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F] "
+ "\"-\" [0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F] "
+ "\"-\" [0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F] "
+ "\"-\" [0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F] \"\\\"\" space"},
+ {"string", " \"\\\"\" (\n"
+ " [^\"\\\\] |\n"
+ " \"\\\\\" ([\"\\\\/bfnrt] | \"u\" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])\n"
+ " )* \"\\\"\" space"},
+ {"null", "\"null\" space"}
+};
+std::vector<std::string> OBJECT_RULE_NAMES = {"object", "array", "string", "number", "boolean", "null", "value"};
+
+std::unordered_map<std::string, std::string> DATE_RULES = {
+ {"date", "[0-9] [0-9] [0-9] [0-9] \"-\" ( \"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] [0-9] [0-9] )? ( \"Z\" | ( \"+\" | \"-\" ) ( [01] [0-9] | \"2\" [0-3] ) \":\" [0-5] [0-9] )"},
+ {"date-time", "date \"T\" time"},
+ {"date-string", "\"\\\"\" date \"\\\"\" space"},
+ {"time-string", "\"\\\"\" time \"\\\"\" space"},
+ {"date-time-string", "\"\\\"\" date-time \"\\\"\" space"}
+};
+
+static bool is_reserved_name(const std::string & name) {
+ static std::unordered_set<std::string> 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 : DATE_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<char, std::string> GRAMMAR_LITERAL_ESCAPES = {
+ {'\r', "\\r"}, {'\n', "\\n"}, {'"', "\\\""}, {'-', "\\-"}, {']', "\\]"}
+};
+
+std::unordered_set<char> NON_LITERAL_SET = {'|', '.', '(', ')', '[', ']', '{', '}', '*', '+', '?'};
+std::unordered_set<char> ESCAPED_IN_REGEXPS_BUT_NOT_IN_LITERALS = {'[', ']', '(', ')', '|', '{', '}', '*', '+', '?'};
+
+template <typename Iterator>
+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<std::string> split(const std::string & str, const std::string & delimiter) {
+ std::vector<std::string> 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<std::string(const std::smatch &)> & 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(json(literal).dump(), 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<json(const std::string &)> _fetch_json;
+ bool _dotall;
+ std::map<std::string, std::string> _rules;
+ std::unordered_map<std::string, nlohmann::json> _refs;
+ std::unordered_set<std::string> _refs_being_resolved;
+ std::vector<std::string> _errors;
+ std::vector<std::string> _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<json> & alt_schemas) {
+ std::vector<std::string> 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<std::string, std::string> sub_rule_ids;
+
+ size_t i = 0;
+ size_t length = sub_pattern.length();
+
+ using literal_or_rule = std::pair<std::string, bool>;
+ auto to_rule = [&](const literal_or_rule & ls) {
+ auto is_literal = ls.second;
+ auto s = ls.first;
+ return is_literal ? "\"" + s + "\"" : s;
+ };
+ std::function<literal_or_rule()> transform = [&]() -> literal_or_rule {
+ size_t start = i;
+ std::vector<literal_or_rule> seq;
+
+ auto get_dot = [&]() {
+ std::string rule;
+ if (_dotall) {
+ rule = "[\\U00000000-\\U0010FFFF]";
+ } else {
+ rule = "[\\U00000000-\\x09\\x0B\\x0C\\x0E-\\U0010FFFF]";
+ }
+ return _add_rule("dot", rule);
+ };
+
+ // Joins the sequence, merging consecutive literals together.
+ auto join_seq = [&]() {
+ std::vector<literal_or_rule> ret;
+
+ std::string literal;
+ auto flush_literal = [&]() {
+ if (literal.empty()) {
+ return false;
+ }
+ ret.push_back(std::make_pair(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<std::string> 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.push_back(std::make_pair(get_dot(), false));
+ i++;
+ } else if (c == '(') {
+ i++;
+ if (i < length) {
+ if (sub_pattern[i] == '?') {
+ _warnings.push_back("Unsupported pattern syntax");
+ }
+ }
+ seq.push_back(std::make_pair("(" + 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.push_back(std::make_pair(square_brackets, false));
+ } else if (c == '|') {
+ seq.push_back(std::make_pair("|", 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<int>::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 (min_times == 0 && max_times == std::numeric_limits<int>::max()) {
+ sub += "*";
+ } else if (min_times == 0 && max_times == 1) {
+ sub += "?";
+ } else if (min_times == 1 && max_times == std::numeric_limits<int>::max()) {
+ sub += "+";
+ } else {
+ 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;
+ }
+ std::string result;
+ if (sub_is_literal && min_times > 0) {
+ result = "\"" + repeat(sub.substr(1, sub.length() - 2), min_times) + "\"";
+ } else {
+ for (int j = 0; j < min_times; j++) {
+ if (j > 0) {
+ result += " ";
+ }
+ result += sub;
+ }
+ }
+ if (min_times > 0 && min_times < max_times) {
+ result += " ";
+ }
+ if (max_times == std::numeric_limits<int>::max()) {
+ result += sub + "*";
+ } else {
+ for (int j = min_times; j < max_times; j++) {
+ if (j > min_times) {
+ result += " ";
+ }
+ result += sub + "?";
+ }
+ }
+ seq.back().first = result;
+ 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.push_back(std::make_pair(literal, true));
+ }
+ }
+ }
+ return join_seq();
+ };
+ return _add_rule(name, "\"\\\"\" " + to_rule(transform()) + " \"\\\"\" space");
+ }
+
+ 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<std::pair<std::string, json>> & properties,
+ const std::unordered_set<std::string> & required,
+ const std::string & name,
+ const json & additional_properties)
+ {
+ std::vector<std::string> required_props;
+ std::vector<std::string> optional_props;
+ std::unordered_map<std::string, std::string> prop_kv_rule_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(prop_name) + " 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);
+ }
+ }
+ if (additional_properties.is_object() || (additional_properties.is_boolean() && additional_properties.get<bool>())) {
+ std::string sub_name = name + (name.empty() ? "" : "-") + "additional";
+ std::string value_rule = visit(additional_properties.is_object() ? additional_properties : json::object(), sub_name + "-value");
+ std::string kv_rule = _add_rule(sub_name + "-kv", _add_rule("string", PRIMITIVE_RULES.at("string")) + " \":\" 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<std::string(const std::vector<std::string> &, bool)> get_recursive_refs = [&](const std::vector<std::string> & 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];
+ if (k == "*") {
+ res = _add_rule(
+ name + (name.empty() ? "" : "-") + "additional-kvs",
+ kv_rule_name + " ( \",\" space " + kv_rule_name + " )*"
+ );
+ } else if (first_is_optional) {
+ res = "( \",\" space " + kv_rule_name + " )?";
+ } else {
+ res = kv_rule_name;
+ }
+ if (ks.size() > 1) {
+ res += " " + _add_rule(
+ name + (name.empty() ? "" : "-") + k + "-rest",
+ get_recursive_refs(std::vector<std::string>(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<std::string>(optional_props.begin() + i, optional_props.end()), false);
+ }
+ if (!required_props.empty()) {
+ rule += " )";
+ }
+ rule += " )?";
+ }
+
+ rule += " \"}\" space";
+
+ return rule;
+ }
+
+public:
+ SchemaConverter(
+ const std::function<json(const std::string &)> & fetch_json,
+ bool dotall)
+ : _fetch_json(fetch_json), _dotall(dotall)
+ {
+ _rules["space"] = SPACE_RULE;
+ }
+
+ void resolve_refs(nlohmann::json & schema, const std::string & url) {
+ /*
+ * Resolves all $ref fields in the given schema, fetching any remote schemas,
+ * replacing each $ref with absolute reference URL and populates _refs with the
+ * respective referenced (sub)schema dictionaries.
+ */
+ std::function<void(json &)> visit_refs = [&](json & n) {
+ if (n.is_array()) {
+ for (auto & x : n) {
+ visit_refs(x);
+ }
+ } else if (n.is_object()) {
+ if (n.contains("$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<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)) {
+ _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) {
+ if (!value.is_string()) {
+ _errors.push_back("Only std::string constants are supported, got " + value.dump());
+ return "";
+ }
+ return format_literal(value.get<std::string>());
+ }
+
+ 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>() : "";
+ 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<json> alt_schemas = schema.contains("oneOf") ? schema["oneOf"].get<std::vector<json>>() : schema["anyOf"].get<std::vector<json>>();
+ return _add_rule(rule_name, _generate_union_rule(name, alt_schemas));
+ } else if (schema_type.is_array()) {
+ std::vector<json> schema_types;
+ for (const auto & t : schema_type) {
+ schema_types.push_back({{"type", t}});
+ }
+ 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"]));
+ } else if (schema.contains("enum")) {
+ std::vector<std::string> 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(), " | "));
+ } else if ((schema_type.is_null() || schema_type == "object")
+ && (schema.contains("properties") ||
+ (schema.contains("additionalProperties") && schema["additionalProperties"] != true))) {
+ std::unordered_set<std::string> required;
+ if (schema.contains("required") && schema["required"].is_array()) {
+ for (const auto & item : schema["required"]) {
+ if (item.is_string()) {
+ required.insert(item.get<std::string>());
+ }
+ }
+ }
+ std::vector<std::pair<std::string, json>> 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<std::string> required;
+ std::vector<std::pair<std::string, json>> properties;
+ std::string hybrid_name = name;
+ std::function<void(const json &, bool)> add_component = [&](const json & comp_schema, bool is_required) {
+ if (comp_schema.contains("$ref")) {
+ add_component(_refs[comp_schema["$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");
+ std::string list_item_operator = "( \",\" space " + item_rule_name + " )";
+ std::string successive_items;
+ int min_items = schema.contains("minItems") ? schema["minItems"].get<int>() : 0;
+ json max_items_json = schema.contains("maxItems") ? schema["maxItems"] : json();
+ int max_items = max_items_json.is_number_integer() ? max_items_json.get<int>() : -1;
+ if (min_items > 0) {
+ successive_items += repeat(list_item_operator, min_items - 1);
+ min_items--;
+ }
+ if (max_items >= 0 && max_items > min_items) {
+ successive_items += repeat(list_item_operator + "?", max_items - min_items - 1);
+ } else {
+ successive_items += list_item_operator + "*";
+ }
+ std::string rule;
+ if (min_items == 0) {
+ rule = "\"[\" space ( " + item_rule_name + " " + successive_items + " )? \"]\" space";
+ } else {
+ rule = "\"[\" space " + item_rule_name + " " + successive_items + " \"]\" space";
+ }
+ return _add_rule(rule_name, rule);
+ }
+ } 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_rule(rule_name == "root" ? "root" : schema_format, PRIMITIVE_RULES.at("uuid"));
+ } else if ((schema_type.is_null() || schema_type == "string") && DATE_RULES.find(schema_format) != DATE_RULES.end()) {
+ for (const auto & kv : DATE_RULES) {
+ _add_rule(kv.first, kv.second);
+ }
+ return schema_format + "-string";
+ } else if (schema.empty() || schema_type == "object") {
+ for (const auto & n : OBJECT_RULE_NAMES) {
+ _add_rule(n, PRIMITIVE_RULES.at(n));
+ }
+ return _add_rule(rule_name, "object");
+ } else {
+ if (!schema_type.is_string() || PRIMITIVE_RULES.find(schema_type.get<std::string>()) == PRIMITIVE_RULES.end()) {
+ _errors.push_back("Unrecognized schema: " + schema.dump());
+ return "";
+ }
+ // TODO: support minimum, maximum, exclusiveMinimum, exclusiveMaximum at least for zero
+ return _add_rule(rule_name == "root" ? "root" : schema_type.get<std::string>(), PRIMITIVE_RULES.at(schema_type.get<std::string>()));
+ }
+ }
+
+ 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();
+}
diff --git a/common/json-schema-to-grammar.h b/common/json-schema-to-grammar.h
new file mode 100644
index 000000000..2e4c6ade3
--- /dev/null
+++ b/common/json-schema-to-grammar.h
@@ -0,0 +1,4 @@
+#pragma once
+#include "json.hpp"
+
+std::string json_schema_to_grammar(const nlohmann::json& schema);
diff --git a/examples/server/json.hpp b/common/json.hpp
similarity index 100%
rename from examples/server/json.hpp
rename to common/json.hpp
diff --git a/examples/json-schema-pydantic-example.py b/examples/json-schema-pydantic-example.py
new file mode 100644
index 000000000..69ebfd409
--- /dev/null
+++ b/examples/json-schema-pydantic-example.py
@@ -0,0 +1,74 @@
+# Usage:
+#! ./server -m some-model.gguf &
+#! pip install pydantic
+#! python json-schema-pydantic-example.py
+
+from pydantic import BaseModel, TypeAdapter
+from annotated_types import MinLen
+from typing import Annotated, List, Optional
+import json, requests
+
+if True:
+
+ def create_completion(*, response_model=None, endpoint="http://localhost:8080/v1/chat/completions", messages, **kwargs):
+ '''
+ Creates a chat completion using an OpenAI-compatible endpoint w/ JSON schema support
+ (llama.cpp server, llama-cpp-python, Anyscale / Together...)
+
+ The response_model param takes a type (+ supports Pydantic) and behaves just as w/ Instructor (see below)
+ '''
+ if response_model:
+ type_adapter = TypeAdapter(response_model)
+ schema = type_adapter.json_schema()
+ messages = [{
+ "role": "system",
+ "content": f"You respond in JSON format with the following schema: {json.dumps(schema, indent=2)}"
+ }] + messages
+ response_format={"type": "json_object", "schema": schema}
+
+ data = requests.post(endpoint, headers={"Content-Type": "application/json"},
+ json=dict(messages=messages, response_format=response_format, **kwargs)).json()
+ if 'error' in data:
+ raise Exception(data['error']['message'])
+
+ content = data["choices"][0]["message"]["content"]
+ return type_adapter.validate_json(content) if type_adapter else content
+
+else:
+
+ # This alternative branch uses Instructor + OpenAI client lib.
+ # Instructor support streamed iterable responses, retry & more.
+ # (see https://python.useinstructor.com/)
+ #! pip install instructor openai
+ import instructor, openai
+ client = instructor.patch(
+ openai.OpenAI(api_key="123", base_url="http://localhost:8080"),
+ mode=instructor.Mode.JSON_SCHEMA)
+ create_completion = client.chat.completions.create
+
+
+if __name__ == '__main__':
+
+ class QAPair(BaseModel):
+ question: str
+ concise_answer: str
+ justification: str
+
+ class PyramidalSummary(BaseModel):
+ title: str
+ summary: str
+ question_answers: Annotated[List[QAPair], MinLen(2)]
+ sub_sections: Optional[Annotated[List['PyramidalSummary'], MinLen(2)]]
+
+ print("# Summary\n", create_completion(
+ model="...",
+ response_model=PyramidalSummary,
+ messages=[{
+ "role": "user",
+ "content": f"""
+ You are a highly efficient corporate document summarizer.
+ Create a pyramidal summary of an imaginary internal document about our company processes
+ (starting high-level, going down to each sub sections).
+ Keep questions short, and answers even shorter (trivia / quizz style).
+ """
+ }]))
diff --git a/examples/json-schema-to-grammar.py b/examples/json-schema-to-grammar.py
index 6a977f031..9eead557f 100755
--- a/examples/json-schema-to-grammar.py
+++ b/examples/json-schema-to-grammar.py
@@ -1,8 +1,10 @@
#!/usr/bin/env python3
import argparse
+import itertools
import json
import re
import sys
+from typing import Any, Dict, List, Set, Tuple, Union
# whitespace is constrained to a single space char to prevent model "running away" in
# whitespace. Also maybe improves generation quality?
@@ -12,22 +14,50 @@ PRIMITIVE_RULES = {
'boolean': '("true" | "false") space',
'number': '("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space',
'integer': '("-"? ([0-9] | [1-9] [0-9]*)) space',
+ 'value' : 'object | array | string | number | boolean',
+ 'object' : '"{" space ( string ":" space value ("," space string ":" space value)* )? "}" space',
+ 'array' : '"[" space ( value ("," space value)* )? "]" space',
+ 'uuid' : '"\\"" ' + ' "-" '.join('[0-9a-fA-F]' * n for n in [8, 4, 4, 4, 12]) + ' "\\"" space',
'string': r''' "\"" (
[^"\\] |
"\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
- )* "\"" space ''',
+ )* "\"" space''',
'null': '"null" space',
}
+OBJECT_RULE_NAMES = ['object', 'array', 'string', 'number', 'boolean', 'null', 'value']
+
+# TODO: support "uri", "email" string formats
+DATE_RULES = {
+ 'date' : '[0-9] [0-9] [0-9] [0-9] "-" ( "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] [0-9] [0-9] )? ( "Z" | ( "+" | "-" ) ( [01] [0-9] | "2" [0-3] ) ":" [0-5] [0-9] )',
+ 'date-time': 'date "T" time',
+ 'date-string': '"\\"" date "\\"" space',
+ 'time-string': '"\\"" time "\\"" space',
+ 'date-time-string': '"\\"" date-time "\\"" space',
+}
+
+RESERVED_NAMES = set(["root", *PRIMITIVE_RULES.keys(), *DATE_RULES.keys()])
INVALID_RULE_CHARS_RE = re.compile(r'[^a-zA-Z0-9-]+')
GRAMMAR_LITERAL_ESCAPE_RE = re.compile(r'[\r\n"]')
-GRAMMAR_LITERAL_ESCAPES = {'\r': '\\r', '\n': '\\n', '"': '\\"'}
+GRAMMAR_RANGE_LITERAL_ESCAPE_RE = re.compile(r'[\r\n"\]\-\\]')
+GRAMMAR_LITERAL_ESCAPES = {'\r': '\\r', '\n': '\\n', '"': '\\"', '-': '\\-', ']': '\\]'}
+NON_LITERAL_SET = set('|.()[]{}*+?')
+ESCAPED_IN_REGEXPS_BUT_NOT_IN_LITERALS = set('[]()|{}*+?')
+
+DATE_PATTERN = '[0-9]{4}-(0[1-9]|1[0-2])-([0-2][0-9]|3[0-1])'
+TIME_PATTERN = '([01][0-9]|2[0-3])(:[0-5][0-9]){2}(\\.[0-9]{1,3})?(Z|[+-](([01][0-9]|2[0-3]):[0-5][0-9]))' # Cap millisecond precision w/ 3 digits
class SchemaConverter:
- def __init__(self, prop_order):
+ def __init__(self, *, prop_order, allow_fetch, dotall, raw_pattern):
self._prop_order = prop_order
+ self._allow_fetch = allow_fetch
+ self._dotall = dotall
+ self._raw_pattern = raw_pattern
self._rules = {'space': SPACE_RULE}
+ self._refs = {}
+ self._refs_being_resolved = set()
def _format_literal(self, literal):
escaped = GRAMMAR_LITERAL_ESCAPE_RE.sub(
@@ -41,78 +71,421 @@ class SchemaConverter:
key = esc_name
else:
i = 0
- while f'{esc_name}{i}' in self._rules:
+ while f'{esc_name}{i}' in self._rules and self._rules[f'{esc_name}{i}'] != rule:
i += 1
key = f'{esc_name}{i}'
self._rules[key] = rule
return key
+ def resolve_refs(self, schema: dict, url: str):
+ '''
+ Resolves all $ref fields in the given schema, fetching any remote schemas,
+ replacing $ref with absolute reference URL and populating self._refs with the
+ respective referenced (sub)schema dictionaries.
+ '''
+ def visit(n: dict):
+ if isinstance(n, list):
+ return [visit(x) for x in n]
+ elif isinstance(n, dict):
+ ref = n.get('$ref')
+ if ref is not None and ref not in self._refs:
+ if ref.startswith('https://'):
+ assert self._allow_fetch, 'Fetching remote schemas is not allowed (use --allow-fetch for force)'
+ import requests
+
+ frag_split = ref.split('#')
+ base_url = frag_split[0]
+
+ target = self._refs.get(base_url)
+ if target is None:
+ target = self.resolve_refs(requests.get(ref).json(), base_url)
+ self._refs[base_url] = target
+
+ if len(frag_split) == 1 or frag_split[-1] == '':
+ return target
+ elif ref.startswith('#/'):
+ target = schema
+ ref = f'{url}{ref}'
+ n['$ref'] = ref
+ else:
+ raise ValueError(f'Unsupported ref {ref}')
+
+ for sel in ref.split('#')[-1].split('/')[1:]:
+ assert target is not None and sel in target, f'Error resolving ref {ref}: {sel} not in {target}'
+ target = target[sel]
+
+ self._refs[ref] = target
+ else:
+ for v in n.values():
+ visit(v)
+
+ return n
+ return visit(schema)
+
+ def _generate_union_rule(self, name, alt_schemas):
+ return ' | '.join((
+ self.visit(alt_schema, f'{name}{"-" if name else "alternative-"}{i}')
+ for i, alt_schema in enumerate(alt_schemas)
+ ))
+
+ def _visit_pattern(self, pattern, name):
+ '''
+ Transforms a regular expression pattern into a GBNF rule.
+
+ Input: https://json-schema.org/understanding-json-schema/reference/regular_expressions
+ Output: https://github.com/ggerganov/llama.cpp/blob/master/grammars/README.md
+
+ Unsupported features: negative/positive lookaheads, greedy/non-greedy modifiers.
+
+ Mostly a 1:1 translation, except for {x} / {x,} / {x,y} quantifiers for which
+ we define sub-rules to keep the output lean.
+ '''
+
+ assert pattern.startswith('^') and pattern.endswith('$'), 'Pattern must start with "^" and end with "$"'
+ pattern = pattern[1:-1]
+ sub_rule_ids = {}
+
+ i = 0
+ length = len(pattern)
+
+ def to_rule(s: Tuple[str, bool]) -> str:
+ (txt, is_literal) = s
+ return "\"" + txt + "\"" if is_literal else txt
+
+ def transform() -> Tuple[str, bool]:
+ '''
+ Parse a unit at index i (advancing it), and return its string representation + whether it's a literal.
+ '''
+ nonlocal i
+ nonlocal pattern
+ nonlocal sub_rule_ids
+
+ start = i
+ # For each component of this sequence, store its string representation and whether it's a literal.
+ # We only need a flat structure here to apply repetition operators to the last item, and
+ # to merge literals at the and (we're parsing grouped ( sequences ) recursively and don't treat '|' specially
+ # (GBNF's syntax is luckily very close to regular expressions!)
+ seq: list[Tuple[str, bool]] = []
+
+ def get_dot():
+ if self._dotall:
+ rule = '[\\U00000000-\\U0010FFFF]'
+ else:
+ # Accept any character... except \n and \r line break chars (\x0A and \xOD)
+ rule = '[\\U00000000-\\x09\\x0B\\x0C\\x0E-\\U0010FFFF]'
+ return self._add_rule(f'dot', rule)
+
+ def join_seq():
+ nonlocal seq
+ ret = []
+ for is_literal, g in itertools.groupby(seq, lambda x: x[1]):
+ if is_literal:
+ ret.append((''.join(x[0] for x in g), True))
+ else:
+ ret.extend(g)
+ if len(ret) == 1:
+ return ret[0]
+ return (' '.join(to_rule(x) for x in seq), False)
+
+ while i < length:
+ c = pattern[i]
+ if c == '.':
+ seq.append((get_dot(), False))
+ i += 1
+ elif c == '(':
+ i += 1
+ if i < length:
+ assert pattern[i] != '?', f'Unsupported pattern syntax "{pattern[i]}" at index {i} of /{pattern}/'
+ seq.append((f'({to_rule(transform())})', False))
+ elif c == ')':
+ i += 1
+ assert start > 0 and pattern[start-1] == '(', f'Unbalanced parentheses; start = {start}, i = {i}, pattern = {pattern}'
+ return join_seq()
+ elif c == '[':
+ square_brackets = c
+ i += 1
+ while i < length and pattern[i] != ']':
+ if pattern[i] == '\\':
+ square_brackets += pattern[i:i+2]
+ i += 2
+ else:
+ square_brackets += pattern[i]
+ i += 1
+ assert i < length, f'Unbalanced square brackets; start = {start}, i = {i}, pattern = {pattern}'
+ square_brackets += ']'
+ i += 1
+ seq.append((square_brackets, False))
+ elif c == '|':
+ seq.append(('|', False))
+ i += 1
+ elif c in ('*', '+', '?'):
+ seq[-1] = (to_rule(seq[-1]) + c, False)
+ i += 1
+ elif c == '{':
+ curly_brackets = c
+ i += 1
+ while i < length and pattern[i] != '}':
+ curly_brackets += pattern[i]
+ i += 1
+ assert i < length, f'Unbalanced curly brackets; start = {start}, i = {i}, pattern = {pattern}'
+ curly_brackets += '}'
+ i += 1
+ nums = [s.strip() for s in curly_brackets[1:-1].split(',')]
+ min_times = 0
+ max_times = None
+ try:
+ if len(nums) == 1:
+ min_times = int(nums[0])
+ max_times = min_times
+ else:
+ assert len(nums) == 2
+ min_times = int(nums[0]) if nums[0] else 0
+ max_times = int(nums[1]) if nums[1] else None
+ except ValueError:
+ raise ValueError(f'Invalid quantifier {curly_brackets} in /{pattern}/')
+
+ (sub, sub_is_literal) = seq[-1]
+
+ if min_times == 0 and max_times is None:
+ seq[-1] = (f'{sub}*', False)
+ elif min_times == 0 and max_times == 1:
+ seq[-1] = (f'{sub}?', False)
+ elif min_times == 1 and max_times is None:
+ seq[-1] = (f'{sub}+', False)
+ else:
+ if not sub_is_literal:
+ id = sub_rule_ids.get(sub)
+ if id is None:
+ id = self._add_rule(f'{name}-{len(sub_rule_ids) + 1}', sub)
+ sub_rule_ids[sub] = id
+ sub = id
+
+ seq[-1] = (
+ ' '.join(
+ ([f'"{sub[1:-1] * min_times}"'] if sub_is_literal else [sub] * min_times) +
+ ([f'{sub}?'] * (max_times - min_times) if max_times is not None else [f'{sub}*'])),
+ False
+ )
+ else:
+ literal = ''
+ while i < length:
+ if pattern[i] == '\\' and i < length - 1:
+ next = pattern[i + 1]
+ if next in ESCAPED_IN_REGEXPS_BUT_NOT_IN_LITERALS:
+ i += 1
+ literal += pattern[i]
+ i += 1
+ else:
+ literal += pattern[i:i+2]
+ i += 2
+ elif pattern[i] == '"' and not self._raw_pattern:
+ literal += '\\"'
+ i += 1
+ elif pattern[i] not in NON_LITERAL_SET and \
+ (i == length - 1 or literal == '' or pattern[i+1] == '.' or pattern[i+1] not in NON_LITERAL_SET):
+ literal += pattern[i]
+ i += 1
+ else:
+ break
+ if literal:
+ seq.append((literal, True))
+
+ return join_seq()
+
+ return self._add_rule(
+ name,
+ to_rule(transform()) if self._raw_pattern \
+ else "\"\\\"\" " + to_rule(transform()) + " \"\\\"\" space")
+
+
+ def _resolve_ref(self, ref):
+ ref_name = ref.split('/')[-1]
+ if ref_name not in self._rules and ref not in self._refs_being_resolved:
+ self._refs_being_resolved.add(ref)
+ resolved = self._refs[ref]
+ ref_name = self.visit(resolved, ref_name)
+ self._refs_being_resolved.remove(ref)
+ return ref_name
+
+ def _generate_constant_rule(self, value):
+ assert isinstance(value, str), f'Only string constants are supported, got {value}'
+ return self._format_literal(value)
+
def visit(self, schema, name):
schema_type = schema.get('type')
- rule_name = name or 'root'
+ schema_format = schema.get('format')
+ rule_name = name + '-' if name in RESERVED_NAMES else name or 'root'
- if 'oneOf' in schema or 'anyOf' in schema:
- rule = ' | '.join((
- self.visit(alt_schema, f'{name}{"-" if name else ""}{i}')
- for i, alt_schema in enumerate(schema.get('oneOf') or schema['anyOf'])
- ))
- return self._add_rule(rule_name, rule)
+ if (ref := schema.get('$ref')) is not None:
+ return self._add_rule(rule_name, self._resolve_ref(ref))
+
+ elif 'oneOf' in schema or 'anyOf' in schema:
+ return self._add_rule(rule_name, self._generate_union_rule(name, schema.get('oneOf') or schema['anyOf']))
+
+ elif isinstance(schema_type, list):
+ return self._add_rule(rule_name, self._generate_union_rule(name, [{'type': t} for t in schema_type]))
elif 'const' in schema:
- return self._add_rule(rule_name, self._format_literal(schema['const']))
+ return self._add_rule(rule_name, self._generate_constant_rule(schema['const']))
elif 'enum' in schema:
- rule = ' | '.join((self._format_literal(v) for v in schema['enum']))
+ rule = ' | '.join((self._generate_constant_rule(v) for v in schema['enum']))
return self._add_rule(rule_name, rule)
- elif schema_type == 'object' and 'properties' in schema:
- # TODO: `required` keyword
- prop_order = self._prop_order
- prop_pairs = sorted(
- schema['properties'].items(),
- # sort by position in prop_order (if specified) then by key
- key=lambda kv: (prop_order.get(kv[0], len(prop_order)), kv[0]),
+ elif schema_type in (None, 'object') and \
+ ('properties' in schema or \
+ ('additionalProperties' in schema and schema['additionalProperties'] is not True)):
+ required = set(schema.get('required', []))
+ properties = list(schema.get('properties', {}).items())
+ return self._add_rule(rule_name, self._build_object_rule(properties, required, name, schema.get('additionalProperties')))
+
+ elif schema_type in (None, 'object') and 'allOf' in schema:
+ required = set()
+ properties = []
+ hybrid_name = name
+ def add_component(comp_schema, is_required):
+ if (ref := comp_schema.get('$ref')) is not None:
+ comp_schema = self._refs[ref]
+
+ if 'properties' in comp_schema:
+ for prop_name, prop_schema in comp_schema['properties'].items():
+ properties.append((prop_name, prop_schema))
+ if is_required:
+ required.add(prop_name)
+
+ for t in schema['allOf']:
+ if 'anyOf' in t:
+ for tt in t['anyOf']:
+ add_component(tt, is_required=False)
+ else:
+ add_component(t, is_required=True)
+
+ return self._add_rule(rule_name, self._build_object_rule(properties, required, hybrid_name, additional_properties=[]))
+
+ elif schema_type in (None, 'array') and ('items' in schema or 'prefixItems' in schema):
+ items = schema.get('items') or schema['prefixItems']
+ if isinstance(items, list):
+ return self._add_rule(
+ rule_name,
+ '"[" space ' +
+ ' "," space '.join(
+ self.visit(item, f'{name}{"-" if name else ""}tuple-{i}')
+ for i, item in enumerate(items)) +
+ ' "]" space')
+ else:
+ item_rule_name = self.visit(items, f'{name}{"-" if name else ""}item')
+ list_item_operator = f'( "," space {item_rule_name} )'
+ successive_items = ""
+ min_items = schema.get("minItems", 0)
+ max_items = schema.get("maxItems")
+ if min_items > 0:
+ successive_items = list_item_operator * (min_items - 1)
+ min_items -= 1
+ if max_items is not None and max_items > min_items:
+ successive_items += (list_item_operator + "?") * (max_items - min_items - 1)
+ else:
+ successive_items += list_item_operator + "*"
+ if min_items == 0:
+ rule = f'"[" space ( {item_rule_name} {successive_items} )? "]" space'
+ else:
+ rule = f'"[" space {item_rule_name} {successive_items} "]" space'
+ return self._add_rule(rule_name, rule)
+
+ elif schema_type in (None, 'string') and 'pattern' in schema:
+ return self._visit_pattern(schema['pattern'], rule_name)
+
+ elif schema_type in (None, 'string') and re.match(r'^uuid[1-5]?$', schema_format or ''):
+ return self._add_rule(
+ 'root' if rule_name == 'root' else schema_format,
+ PRIMITIVE_RULES['uuid']
)
- rule = '"{" space'
- for i, (prop_name, prop_schema) in enumerate(prop_pairs):
- prop_rule_name = self.visit(prop_schema, f'{name}{"-" if name else ""}{prop_name}')
- if i > 0:
- rule += ' "," space'
- rule += fr' {self._format_literal(prop_name)} space ":" space {prop_rule_name}'
- rule += ' "}" space'
+ elif schema_type in (None, 'string') and schema_format in DATE_RULES:
+ for t, r in DATE_RULES.items():
+ self._add_rule(t, r)
+ return schema_format + '-string'
- return self._add_rule(rule_name, rule)
-
- elif schema_type == 'array' and 'items' in schema:
- # TODO `prefixItems` keyword
- item_rule_name = self.visit(schema['items'], f'{name}{"-" if name else ""}item')
- list_item_operator = f'("," space {item_rule_name})'
- successive_items = ""
- min_items = schema.get("minItems", 0)
- if min_items > 0:
- first_item = f"({item_rule_name})"
- successive_items = list_item_operator * (min_items - 1)
- min_items -= 1
- else:
- first_item = f"({item_rule_name})?"
- max_items = schema.get("maxItems")
- if max_items is not None and max_items > min_items:
- successive_items += (list_item_operator + "?") * (max_items - min_items - 1)
- else:
- successive_items += list_item_operator + "*"
- rule = f'"[" space {first_item} {successive_items} "]" space'
- return self._add_rule(rule_name, rule)
+ elif (schema_type == 'object') or (len(schema) == 0):
+ for n in OBJECT_RULE_NAMES:
+ self._add_rule(n, PRIMITIVE_RULES[n])
+ return self._add_rule(rule_name, 'object')
else:
assert schema_type in PRIMITIVE_RULES, f'Unrecognized schema: {schema}'
+ # TODO: support minimum, maximum, exclusiveMinimum, exclusiveMaximum at least for zero
return self._add_rule(
'root' if rule_name == 'root' else schema_type,
PRIMITIVE_RULES[schema_type]
)
+ def _build_object_rule(self, properties: List[Tuple[str, Any]], required: Set[str], name: str, additional_properties: Union[bool, Any]):
+ prop_order = self._prop_order
+ # sort by position in prop_order (if specified) then by original order
+ sorted_props = [kv[0] for _, kv in sorted(enumerate(properties), key=lambda ikv: (prop_order.get(ikv[1][0], len(prop_order)), ikv[0]))]
+
+ prop_kv_rule_names = {}
+ for prop_name, prop_schema in properties:
+ prop_rule_name = self.visit(prop_schema, f'{name}{"-" if name else ""}{prop_name}')
+ prop_kv_rule_names[prop_name] = self._add_rule(
+ f'{name}{"-" if name else ""}{prop_name}-kv',
+ fr'{self._format_literal(prop_name)} space ":" space {prop_rule_name}'
+ )
+ required_props = [k for k in sorted_props if k in required]
+ optional_props = [k for k in sorted_props if k not in required]
+
+ if additional_properties == True or isinstance(additional_properties, dict):
+ sub_name = f'{name}{"-" if name else ""}additional'
+ value_rule = self.visit({} if additional_properties == True else additional_properties, f'{sub_name}-value')
+ prop_kv_rule_names["*"] = self._add_rule(
+ f'{sub_name}-kv',
+ self._add_rule('string', PRIMITIVE_RULES['string']) + f' ":" space {value_rule}'
+ )
+ optional_props.append("*")
+
+ rule = '"{" space '
+ rule += ' "," space '.join(prop_kv_rule_names[k] for k in required_props)
+
+ if optional_props:
+ rule += ' ('
+ if required_props:
+ rule += ' "," space ( '
+
+ def get_recursive_refs(ks, first_is_optional):
+ [k, *rest] = ks
+ kv_rule_name = prop_kv_rule_names[k]
+ if k == '*':
+ res = self._add_rule(
+ f'{name}{"-" if name else ""}additional-kvs',
+ f'{kv_rule_name} ( "," space ' + kv_rule_name + ' )*'
+ )
+ elif first_is_optional:
+ res = f'( "," space {kv_rule_name} )?'
+ else:
+ res = kv_rule_name
+ if len(rest) > 0:
+ res += ' ' + self._add_rule(
+ f'{name}{"-" if name else ""}{k}-rest',
+ get_recursive_refs(rest, first_is_optional=True)
+ )
+ return res
+
+ rule += ' | '.join(
+ get_recursive_refs(optional_props[i:], first_is_optional=False)
+ for i in range(len(optional_props))
+ )
+ if required_props:
+ rule += ' )'
+ rule += ' )?'
+
+ rule += ' "}" space'
+
+ return rule
+
def format_grammar(self):
- return '\n'.join((f'{name} ::= {rule}' for name, rule in self._rules.items()))
+ return '\n'.join(
+ f'{name} ::= {rule}'
+ for name, rule in sorted(self._rules.items(), key=lambda kv: kv[0])
+ )
def main(args_in = None):
@@ -129,16 +502,47 @@ def main(args_in = None):
type=lambda s: s.split(','),
help='''
comma-separated property names defining the order of precedence for object properties;
- properties not specified here are given lower precedence than those that are, and are
- sorted alphabetically
+ properties not specified here are given lower precedence than those that are, and
+ are kept in their original order from the schema. Required properties are always
+ given precedence over optional properties.
'''
)
+ parser.add_argument(
+ '--allow-fetch',
+ action='store_true',
+ default=False,
+ help='Whether to allow fetching referenced schemas over HTTPS')
+ parser.add_argument(
+ '--dotall',
+ action='store_true',
+ default=False,
+ help='Whether to treat dot (".") as matching all chars including line breaks in regular expression patterns')
+ parser.add_argument(
+ '--raw-pattern',
+ action='store_true',
+ default=False,
+ help='Treats string patterns as raw patterns w/o quotes (or quote escapes)')
+
parser.add_argument('schema', help='file containing JSON schema ("-" for stdin)')
args = parser.parse_args(args_in)
- schema = json.load(sys.stdin if args.schema == '-' else open(args.schema))
- prop_order = {name: idx for idx, name in enumerate(args.prop_order)}
- converter = SchemaConverter(prop_order)
+ if args.schema.startswith('https://'):
+ url = args.schema
+ import requests
+ schema = requests.get(url).json()
+ elif args.schema == '-':
+ url = 'stdin'
+ schema = json.load(sys.stdin)
+ else:
+ url = f'file://{args.schema}'
+ with open(args.schema) as f:
+ schema = json.load(f)
+ converter = SchemaConverter(
+ prop_order={name: idx for idx, name in enumerate(args.prop_order)},
+ allow_fetch=args.allow_fetch,
+ dotall=args.dotall,
+ raw_pattern=args.raw_pattern)
+ schema = converter.resolve_refs(schema, url)
converter.visit(schema, '')
print(converter.format_grammar())
diff --git a/examples/regex-to-grammar.py b/examples/regex-to-grammar.py
new file mode 100644
index 000000000..c98118e95
--- /dev/null
+++ b/examples/regex-to-grammar.py
@@ -0,0 +1,20 @@
+import json, subprocess, sys, os
+
+assert len(sys.argv) >= 2
+[_, pattern, *rest] = sys.argv
+
+print(subprocess.check_output(
+ [
+ "python",
+ os.path.join(
+ os.path.dirname(os.path.realpath(__file__)),
+ "json-schema-to-grammar.py"),
+ *rest,
+ "-",
+ "--raw-pattern",
+ ],
+ text=True,
+ input=json.dumps({
+ "type": "string",
+ "pattern": pattern,
+ }, indent=2)))
diff --git a/examples/server/CMakeLists.txt b/examples/server/CMakeLists.txt
index f94de1e99..d2ee47d01 100644
--- a/examples/server/CMakeLists.txt
+++ b/examples/server/CMakeLists.txt
@@ -2,12 +2,16 @@ set(TARGET server)
option(LLAMA_SERVER_VERBOSE "Build verbose logging option for Server" ON)
option(LLAMA_SERVER_SSL "Build SSL support for the server" OFF)
include_directories(${CMAKE_CURRENT_SOURCE_DIR})
-add_executable(${TARGET} server.cpp utils.hpp json.hpp httplib.h)
+add_executable(${TARGET}
+ server.cpp
+ utils.hpp
+ httplib.h
+)
install(TARGETS ${TARGET} RUNTIME)
target_compile_definitions(${TARGET} PRIVATE
SERVER_VERBOSE=$<BOOL:${LLAMA_SERVER_VERBOSE}>
)
-target_link_libraries(${TARGET} PRIVATE common ${CMAKE_THREAD_LIBS_INIT})
+target_link_libraries(${TARGET} PRIVATE common json-schema-to-grammar ${CMAKE_THREAD_LIBS_INIT})
if (LLAMA_SERVER_SSL)
find_package(OpenSSL REQUIRED)
target_link_libraries(${TARGET} PRIVATE OpenSSL::SSL OpenSSL::Crypto)
diff --git a/examples/server/chat.mjs b/examples/server/chat.mjs
index 219ebb51a..a79c8a3cd 100644
--- a/examples/server/chat.mjs
+++ b/examples/server/chat.mjs
@@ -26,8 +26,9 @@ const propOrder = grammarJsonSchemaPropOrder
let grammar = null
if (grammarJsonSchemaFile) {
- const schema = JSON.parse(readFileSync(grammarJsonSchemaFile, 'utf-8'))
- const converter = new SchemaConverter(propOrder)
+ let schema = JSON.parse(readFileSync(grammarJsonSchemaFile, 'utf-8'))
+ const converter = new SchemaConverter({prop_order: propOrder, allow_fetch: true})
+ schema = await converter.resolveRefs(schema, grammarJsonSchemaFile)
converter.visit(schema, '')
grammar = converter.formatGrammar()
}
diff --git a/examples/server/completion.js.hpp b/examples/server/completion.js.hpp
index 10734091e..f8bb4b0f2 100644
--- a/examples/server/completion.js.hpp
+++ b/examples/server/completion.js.hpp
@@ -483,4 +483,4 @@ unsigned char completion_js[] = {
0x20, 0x67, 0x65, 0x6e, 0x65, 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x5f,
0x73, 0x65, 0x74, 0x74, 0x69, 0x6e, 0x67, 0x73, 0x3b, 0x0a, 0x7d, 0x0a
};
-unsigned int completion_js_len = 5796;
+size_t completion_js_len = 5796;
diff --git a/examples/server/index.html.hpp b/examples/server/index.html.hpp
index 20551520e..ae8c88980 100644
--- a/examples/server/index.html.hpp
+++ b/examples/server/index.html.hpp
@@ -417,2375 +417,2405 @@ unsigned char index_html[] = {
0x20, 0x30, 0x2c, 0x20, 0x2f, 0x2f, 0x20, 0x6e, 0x6f, 0x20, 0x63, 0x6f,
0x6d, 0x70, 0x6c, 0x65, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x70, 0x72, 0x6f,
0x62, 0x61, 0x62, 0x69, 0x6c, 0x69, 0x74, 0x69, 0x65, 0x73, 0x2c, 0x0a,
- 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x69, 0x6d, 0x61, 0x67, 0x65, 0x5f,
- 0x64, 0x61, 0x74, 0x61, 0x3a, 0x20, 0x5b, 0x5d, 0x2c, 0x0a, 0x20, 0x20,
- 0x20, 0x20, 0x20, 0x20, 0x63, 0x61, 0x63, 0x68, 0x65, 0x5f, 0x70, 0x72,
- 0x6f, 0x6d, 0x70, 0x74, 0x3a, 0x20, 0x74, 0x72, 0x75, 0x65, 0x2c, 0x0a,
- 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x61, 0x70, 0x69, 0x5f, 0x6b, 0x65,
- 0x79, 0x3a, 0x20, 0x27, 0x27, 0x0a, 0x20, 0x20, 0x20, 0x20, 0x7d, 0x29,
- 0x0a, 0x0a, 0x20, 0x20, 0x20, 0x20, 0x2f, 0x2a, 0x20, 0x53, 0x54, 0x41,
- 0x52, 0x54, 0x3a, 0x20, 0x53, 0x75, 0x70, 0x70, 0x6f, 0x72, 0x74, 0x20,
- 0x66, 0x6f, 0x72, 0x20, 0x73, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x20,
- 0x70, 0x72, 0x6f, 0x6d, 0x70, 0x74, 0x20, 0x74, 0x65, 0x6d, 0x70, 0x6c,
- 0x61, 0x74, 0x65, 0x73, 0x20, 0x61, 0x6e, 0x64, 0x20, 0x70, 0x61, 0x72,
- 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 0x73, 0x20, 0x69, 0x6e, 0x20, 0x62,
- 0x72, 0x6f, 0x77, 0x73, 0x65, 0x72, 0x73, 0x20, 0x4c, 0x6f, 0x63, 0x61,
- 0x6c, 0x53, 0x74, 0x6f, 0x72, 0x61, 0x67, 0x65, 0x20, 0x2a, 0x2f, 0x0a,
- 0x0a, 0x20, 0x20, 0x20, 0x20, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x20, 0x6c,
- 0x6f, 0x63, 0x61, 0x6c, 0x5f, 0x73, 0x74, 0x6f, 0x72, 0x61, 0x67, 0x65,
- 0x5f, 0x73, 0x74, 0x6f, 0x72, 0x61, 0x67, 0x65, 0x4b, 0x65, 0x79, 0x20,
- 0x3d, 0x20, 0x22, 0x6c, 0x6c, 0x61, 0x6d, 0x61, 0x63, 0x70, 0x70, 0x5f,
- 0x73, 0x65, 0x72, 0x76, 0x65, 0x72, 0x5f, 0x6c, 0x6f, 0x63, 0x61, 0x6c,
- 0x5f, 0x73, 0x74, 0x6f, 0x72, 0x61, 0x67, 0x65, 0x22, 0x3b, 0x0a, 0x0a,
- 0x20, 0x20, 0x20, 0x20, 0x66, 0x75, 0x6e, 0x63, 0x74, 0x69, 0x6f, 0x6e,
- 0x20, 0x6c, 0x6f, 0x63, 0x61, 0x6c, 0x5f, 0x73, 0x74, 0x6f, 0x72, 0x61,
- 0x67, 0x65, 0x5f, 0x73, 0x65, 0x74, 0x44, 0x61, 0x74, 0x61, 0x46, 0x72,
- 0x6f, 0x6d, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x28, 0x74, 0x61, 0x67,
- 0x2c, 0x20, 0x63, 0x6f, 0x6e, 0x74, 0x65, 0x6e, 0x74, 0x29, 0x20, 0x7b,
- 0x0a, 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x6c, 0x6f, 0x63, 0x61, 0x6c,
- 0x53, 0x74, 0x6f, 0x72, 0x61, 0x67, 0x65, 0x2e, 0x73, 0x65, 0x74, 0x49,
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+ 0x6d, 0x6c, 0x3e, 0x0a, 0x0a
};
-unsigned int index_html_len = 33456;
+size_t index_html_len = 33809;
diff --git a/examples/server/index.js.hpp b/examples/server/index.js.hpp
index e09b3c8c5..24d0b33fa 100644
--- a/examples/server/index.js.hpp
+++ b/examples/server/index.js.hpp
@@ -12,7 +12,7 @@ unsigned char index_js[] = {
0x74, 0x2c, 0x6e, 0x3d, 0x21, 0x31, 0x3b, 0x77, 0x68, 0x69, 0x6c, 0x65,
0x28, 0x76, 0x6f, 0x69, 0x64, 0x20, 0x30, 0x21, 0x3d, 0x3d, 0x6f, 0x29,
0x7b, 0x6c, 0x65, 0x74, 0x20, 0x5f, 0x3d, 0x6f, 0x3b, 0x6f, 0x3d, 0x76,
- 0x6f, 0x69, 0x64, 0x20, 0x30, 0x3b, 0x73, 0x2b, 0x2b, 0x3b, 0x77, 0x68,
+ 0x6f, 0x69, 0x64, 0x20, 0x30, 0x3b, 0x6c, 0x2b, 0x2b, 0x3b, 0x77, 0x68,
0x69, 0x6c, 0x65, 0x28, 0x76, 0x6f, 0x69, 0x64, 0x20, 0x30, 0x21, 0x3d,
0x3d, 0x5f, 0x29, 0x7b, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x20, 0x69, 0x3d,
0x5f, 0x2e, 0x6f, 0x3b, 0x5f, 0x2e, 0x6f, 0x3d, 0x76, 0x6f, 0x69, 0x64,
@@ -21,7 +21,7 @@ unsigned char index_js[] = {
0x70, 0x28, 0x5f, 0x29, 0x29, 0x74, 0x72, 0x79, 0x7b, 0x5f, 0x2e, 0x63,
0x28, 0x29, 0x7d, 0x63, 0x61, 0x74, 0x63, 0x68, 0x28, 0x65, 0x29, 0x7b,
0x69, 0x66, 0x28, 0x21, 0x6e, 0x29, 0x7b, 0x74, 0x3d, 0x65, 0x3b, 0x6e,
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0x30, 0x3b, 0x66, 0x2d, 0x2d, 0x3b, 0x69, 0x66, 0x28, 0x6e, 0x29, 0x74,
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0x69, 0x6f, 0x6e, 0x20, 0x5f, 0x28, 0x74, 0x29, 0x7b, 0x69, 0x66, 0x28,
@@ -37,8 +37,8 @@ unsigned char index_js[] = {
0x30, 0x3b, 0x72, 0x2b, 0x2b, 0x3b, 0x74, 0x72, 0x79, 0x7b, 0x72, 0x65,
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@@ -141,9 +141,9 @@ unsigned char index_js[] = {
0x20, 0x73, 0x69, 0x64, 0x65, 0x2d, 0x65, 0x66, 0x66, 0x65, 0x63, 0x74,
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@@ -191,7 +191,7 @@ unsigned char index_js[] = {
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@@ -201,9 +201,9 @@ unsigned char index_js[] = {
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@@ -437,321 +437,340 @@ unsigned char index_js[] = {
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};
-unsigned int index_js_len = 22800;
+size_t index_js_len = 23136;
diff --git a/examples/server/json-schema-to-grammar.mjs.hpp b/examples/server/json-schema-to-grammar.mjs.hpp
index 0a05c369d..72fb6b80f 100644
--- a/examples/server/json-schema-to-grammar.mjs.hpp
+++ b/examples/server/json-schema-to-grammar.mjs.hpp
@@ -1,311 +1,1667 @@
unsigned char json_schema_to_grammar_mjs[] = {
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};
-unsigned int json_schema_to_grammar_mjs_len = 3695;
+size_t json_schema_to_grammar_mjs_len = 19964;
diff --git a/examples/server/public/index.html b/examples/server/public/index.html
index 84038ddce..bbc5c2f68 100644
--- a/examples/server/public/index.html
+++ b/examples/server/public/index.html
@@ -630,14 +630,16 @@
const grammarJsonSchemaPropOrder = signal('')
const updateGrammarJsonSchemaPropOrder = (el) => grammarJsonSchemaPropOrder.value = el.target.value
- const convertJSONSchemaGrammar = () => {
+ const convertJSONSchemaGrammar = async () => {
try {
- const schema = JSON.parse(params.value.grammar)
- const converter = new SchemaConverter(
- grammarJsonSchemaPropOrder.value
+ let schema = JSON.parse(params.value.grammar)
+ const converter = new SchemaConverter({
+ prop_order: grammarJsonSchemaPropOrder.value
.split(',')
- .reduce((acc, cur, i) => ({ ...acc, [cur.trim()]: i }), {})
- )
+ .reduce((acc, cur, i) => ({ ...acc, [cur.trim()]: i }), {}),
+ allow_fetch: true,
+ })
+ schema = await converter.resolveRefs(schema, 'input')
converter.visit(schema, '')
params.value = {
...params.value,
diff --git a/examples/server/public/index.js b/examples/server/public/index.js
index 9db5a9d9f..aa3ffb5e0 100644
--- a/examples/server/public/index.js
+++ b/examples/server/public/index.js
@@ -1 +1 @@
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diff --git a/examples/server/public/json-schema-to-grammar.mjs b/examples/server/public/json-schema-to-grammar.mjs
index 3f1b255c2..baa6761c8 100644
--- a/examples/server/public/json-schema-to-grammar.mjs
+++ b/examples/server/public/json-schema-to-grammar.mjs
@@ -1,25 +1,50 @@
+// WARNING: This file was ported from json-schema-to-grammar.py, please fix bugs / add features there first.
const SPACE_RULE = '" "?';
const PRIMITIVE_RULES = {
boolean: '("true" | "false") space',
number: '("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space',
integer: '("-"? ([0-9] | [1-9] [0-9]*)) space',
+ value: 'object | array | string | number | boolean',
+ object: '"{" space ( string ":" space value ("," space string ":" space value)* )? "}" space',
+ array: '"[" space ( value ("," space value)* )? "]" space',
+ uuid: '"\\"" ' + [8, 4, 4, 4, 12].map(n => [...new Array(n)].map(_ => '[0-9a-fA-F]').join('')).join(' "-" ') + ' "\\"" space',
string: ` "\\"" (
[^"\\\\] |
"\\\\" (["\\\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
)* "\\"" space`,
null: '"null" space',
};
+const OBJECT_RULE_NAMES = ['object', 'array', 'string', 'number', 'boolean', 'null', 'value'];
+
+// TODO: support "uri", "email" string formats
+const DATE_RULES = {
+ 'date' : '[0-9] [0-9] [0-9] [0-9] "-" ( "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] [0-9] [0-9] )? ( "Z" | ( "+" | "-" ) ( [01] [0-9] | "2" [0-3] ) ":" [0-5] [0-9] )',
+ 'date-time': 'date "T" time',
+ 'date-string': '"\\"" date "\\"" space',
+ 'time-string': '"\\"" time "\\"" space',
+ 'date-time-string': '"\\"" date-time "\\"" space',
+};
+
+const RESERVED_NAMES = {'root': true, ...PRIMITIVE_RULES, ...DATE_RULES};
const INVALID_RULE_CHARS_RE = /[^\dA-Za-z-]+/g;
const GRAMMAR_LITERAL_ESCAPE_RE = /[\n\r"]/g;
-const GRAMMAR_LITERAL_ESCAPES = {'\r': '\\r', '\n': '\\n', '"': '\\"'};
+const GRAMMAR_RANGE_LITERAL_ESCAPE_RE = /[\n\r"\]\-\\]/g;
+const GRAMMAR_LITERAL_ESCAPES = { '\r': '\\r', '\n': '\\n', '"': '\\"', '-': '\\-', ']': '\\]' };
+
+const NON_LITERAL_SET = new Set('|.()[]{}*+?');
+const ESCAPED_IN_REGEXPS_BUT_NOT_IN_LITERALS = new Set('[]()|{}*+?');
export class SchemaConverter {
- constructor(propOrder) {
- this._propOrder = propOrder || {};
- this._rules = new Map();
- this._rules.set('space', SPACE_RULE);
+ constructor(options) {
+ this._propOrder = options.prop_order || {};
+ this._allowFetch = options.allow_fetch || false;
+ this._dotall = options.dotall || false;
+ this._rules = {'space': SPACE_RULE};
+ this._refs = {};
+ this._refsBeingResolved = new Set();
}
_formatLiteral(literal) {
@@ -30,83 +55,490 @@ export class SchemaConverter {
return `"${escaped}"`;
}
+ _formatRangeChar(literal) {
+ return JSON.stringify(literal).slice(1, -1).replace(
+ GRAMMAR_RANGE_LITERAL_ESCAPE_RE,
+ m => GRAMMAR_LITERAL_ESCAPES[m]
+ );
+ }
+
_addRule(name, rule) {
let escName = name.replace(INVALID_RULE_CHARS_RE, '-');
let key = escName;
- if (this._rules.has(escName)) {
- if (this._rules.get(escName) === rule) {
+ if (escName in this._rules) {
+ if (this._rules[escName] === rule) {
return key;
}
let i = 0;
- while (this._rules.has(`${escName}${i}`)) {
+ while ((`${escName}${i}` in this._rules) && (this._rules[`${escName}${i}`] !== rule)) {
i += 1;
}
key = `${escName}${i}`;
}
- this._rules.set(key, rule);
+ this._rules[key] = rule;
return key;
}
+ async resolveRefs(schema, url) {
+ const visit = async (n) => {
+ if (Array.isArray(n)) {
+ return Promise.all(n.map(visit));
+ } else if (typeof n === 'object' && n !== null) {
+ let ref = n.$ref;
+ let target;
+ if (ref !== undefined && !this._refs[ref]) {
+ if (ref.startsWith('https://')) {
+ if (!this._allowFetch) {
+ throw new Error('Fetching remote schemas is not allowed (use --allow-fetch for force)');
+ }
+ const fetch = (await import('node-fetch')).default;
+
+ const fragSplit = ref.split('#');
+ const baseUrl = fragSplit[0];
+
+ target = this._refs[baseUrl];
+ if (!target) {
+ target = await this.resolveRefs(await fetch(ref).then(res => res.json()), baseUrl);
+ this._refs[baseUrl] = target;
+ }
+
+ if (fragSplit.length === 1 || fragSplit[fragSplit.length - 1] === '') {
+ return target;
+ }
+ } else if (ref.startsWith('#/')) {
+ target = schema;
+ ref = `${url}${ref}`;
+ n.$ref = ref;
+ } else {
+ throw new Error(`Unsupported ref ${ref}`);
+ }
+
+ const selectors = ref.split('#')[1].split('/').slice(1);
+ for (const sel of selectors) {
+ if (!target || !(sel in target)) {
+ throw new Error(`Error resolving ref ${ref}: ${sel} not in ${JSON.stringify(target)}`);
+ }
+ target = target[sel];
+ }
+
+ this._refs[ref] = target;
+ } else {
+ await Promise.all(Object.values(n).map(visit));
+ }
+ }
+
+ return n;
+ };
+
+ return visit(schema);
+ }
+
+ _generateUnionRule(name, altSchemas) {
+ return altSchemas
+ .map((altSchema, i) => this.visit(altSchema, `${name ?? ''}${name ? '-' : 'alternative-'}${i}`))
+ .join(' | ');
+ }
+
+ _visitPattern(pattern, name) {
+ if (!pattern.startsWith('^') || !pattern.endsWith('$')) {
+ throw new Error('Pattern must start with "^" and end with "$"');
+ }
+ pattern = pattern.slice(1, -1);
+ const subRuleIds = {};
+
+ let i = 0;
+ const length = pattern.length;
+
+ const getDot = () => {
+ let rule;
+ if (this._dotall) {
+ rule = '[\\U00000000-\\U0010FFFF]';
+ } else {
+ // Accept any character... except \n and \r line break chars (\x0A and \xOD)
+ rule = '[\\U00000000-\\x09\\x0B\\x0C\\x0E-\\U0010FFFF]';
+ }
+ return this._addRule('dot', rule);
+ };
+
+
+ const toRule = ([s, isLiteral]) => isLiteral ? "\"" + s + "\"" : s;
+
+ const transform = () => {
+ const start = i;
+ // For each component of this sequence, store its string representation and whether it's a literal.
+ // We only need a flat structure here to apply repetition operators to the last item, and
+ // to merge literals at the and (we're parsing grouped ( sequences ) recursively and don't treat '|' specially
+ // (GBNF's syntax is luckily very close to regular expressions!)
+ const seq = [];
+
+ const joinSeq = () => {
+ const ret = [];
+ for (const [isLiteral, g] of groupBy(seq, x => x[1])) {
+ if (isLiteral) {
+ ret.push([[...g].map(x => x[0]).join(''), true]);
+ } else {
+ ret.push(...g);
+ }
+ }
+ if (ret.length === 1) {
+ return ret[0];
+ }
+ return [ret.map(x => toRule(x)).join(' '), false];
+ };
+
+ while (i < length) {
+ const c = pattern[i];
+ if (c === '.') {
+ seq.push([getDot(), false]);
+ i += 1;
+ } else if (c === '(') {
+ i += 1;
+ if (i < length) {
+ if (pattern[i] === '?') {
+ throw new Error(`Unsupported pattern syntax "${pattern[i]}" at index ${i} of /${pattern}/`);
+ }
+ }
+ seq.push([`(${toRule(transform())})`, false]);
+ } else if (c === ')') {
+ i += 1;
+ if (start <= 0 || pattern[start - 1] !== '(') {
+ throw new Error(`Unbalanced parentheses; start = ${start}, i = ${i}, pattern = ${pattern}`);
+ }
+ return joinSeq();
+ } else if (c === '[') {
+ let squareBrackets = c;
+ i += 1;
+ while (i < length && pattern[i] !== ']') {
+ if (pattern[i] === '\\') {
+ squareBrackets += pattern.slice(i, i + 2);
+ i += 2;
+ } else {
+ squareBrackets += pattern[i];
+ i += 1;
+ }
+ }
+ if (i >= length) {
+ throw new Error(`Unbalanced square brackets; start = ${start}, i = ${i}, pattern = ${pattern}`);
+ }
+ squareBrackets += ']';
+ i += 1;
+ seq.push([squareBrackets, false]);
+ } else if (c === '|') {
+ seq.push(['|', false]);
+ i += 1;
+ } else if (c === '*' || c === '+' || c === '?') {
+ seq[seq.length - 1] = [toRule(seq[seq.length - 1]) + c, false];
+ i += 1;
+ } else if (c === '{') {
+ let curlyBrackets = c;
+ i += 1;
+ while (i < length && pattern[i] !== '}') {
+ curlyBrackets += pattern[i];
+ i += 1;
+ }
+ if (i >= length) {
+ throw new Error(`Unbalanced curly brackets; start = ${start}, i = ${i}, pattern = ${pattern}`);
+ }
+ curlyBrackets += '}';
+ i += 1;
+ const nums = curlyBrackets.slice(1, -1).split(',').map(s => s.trim());
+ let minTimes, maxTimes;
+ if (nums.length === 1) {
+ minTimes = parseInt(nums[0], 10);
+ maxTimes = minTimes;
+ } else {
+ if (nums.length !== 2) {
+ throw new Error(`Invalid quantifier ${curlyBrackets}`);
+ }
+ minTimes = nums[0] ? parseInt(nums[0], 10) : 0;
+ maxTimes = nums[1] ? parseInt(nums[1], 10) : Infinity;
+ }
+
+ let [sub, subIsLiteral] = seq[seq.length - 1];
+
+ if (minTimes === 0 && maxTimes === Infinity) {
+ seq[seq.length - 1] = [`${sub}*`, false];
+ } else if (minTimes === 0 && maxTimes === 1) {
+ seq[seq.length - 1] = [`${sub}?`, false];
+ } else if (minTimes === 1 && maxTimes === Infinity) {
+ seq[seq.length - 1] = [`${sub}+`, false];
+ } else {
+ if (!subIsLiteral) {
+ let id = subRuleIds[sub];
+ if (id === undefined) {
+ id = this._addRule(`${name}-${Object.keys(subRuleIds).length + 1}`, sub);
+ subRuleIds[sub] = id;
+ }
+ sub = id;
+ }
+
+ const repeatedSub = Array.from({ length: minTimes }, () => subIsLiteral ? `"${sub.slice(1, -1).repeat(minTimes)}"` : sub);
+ const optionalSub = maxTimes !== undefined ? Array.from({ length: maxTimes - minTimes }, () => `${sub}?`) : [`${sub}*`];
+ seq[seq.length - 1] = [repeatedSub.concat(optionalSub).join(' '), false];
+ }
+ } else {
+ let literal = '';
+ while (i < length) {
+ if (pattern[i] === '\\' && i < length - 1) {
+ const next = pattern[i + 1];
+ if (ESCAPED_IN_REGEXPS_BUT_NOT_IN_LITERALS.has(next)) {
+ i += 1;
+ literal += pattern[i];
+ i += 1;
+ } else {
+ literal += pattern.slice(i, i + 2);
+ i += 2;
+ }
+ } else if (pattern[i] === '"') {
+ literal += '\\"';
+ i += 1;
+ } else if (!NON_LITERAL_SET.has(pattern[i]) &&
+ (i === length - 1 || literal === '' || pattern[i + 1] === '.' || !NON_LITERAL_SET.has(pattern[i+1]))) {
+ literal += pattern[i];
+ i += 1;
+ } else {
+ break;
+ }
+ }
+ if (literal !== '') {
+ seq.push([literal, true]);
+ }
+ }
+ }
+
+ return joinSeq();
+ };
+
+ return this._addRule(name, "\"\\\"\" " + toRule(transform()) + " \"\\\"\" space")
+ }
+
+ _resolveRef(ref) {
+ let refName = ref.split('/').pop();
+ if (!(refName in this._rules) && !this._refsBeingResolved.has(ref)) {
+ this._refsBeingResolved.add(ref);
+ const resolved = this._refs[ref];
+ refName = this.visit(resolved, refName);
+ this._refsBeingResolved.delete(ref);
+ }
+ return refName;
+ }
+
+ _generateConstantRule(value) {
+ if (typeof value !== 'string') {
+ throw new Error('Only string constants are supported, got ' + JSON.stringify(value));
+ }
+ return this._formatLiteral(value);
+ }
+
visit(schema, name) {
const schemaType = schema.type;
- const ruleName = name || 'root';
+ const schemaFormat = schema.format;
+ const ruleName = name in RESERVED_NAMES ? name + '-' : name == '' ? 'root' : name;
- if (schema.oneOf || schema.anyOf) {
- const rule = (schema.oneOf || schema.anyOf).map((altSchema, i) =>
- this.visit(altSchema, `${name}${name ? "-" : ""}${i}`)
- ).join(' | ');
-
- return this._addRule(ruleName, rule);
+ const ref = schema.$ref;
+ if (ref !== undefined) {
+ return this._addRule(ruleName, this._resolveRef(ref));
+ } else if (schema.oneOf || schema.anyOf) {
+ return this._addRule(ruleName, this._generateUnionRule(name, schema.oneOf || schema.anyOf));
+ } else if (Array.isArray(schemaType)) {
+ return this._addRule(ruleName, this._generateUnionRule(name, schemaType.map(t => ({ type: t }))));
} else if ('const' in schema) {
- return this._addRule(ruleName, this._formatLiteral(schema.const));
+ if (typeof schema.const !== 'string') {
+ throw new Error('Only string constants are supported, got ' + JSON.stringify(schema.const));
+ }
+ return this._addRule(ruleName, this._generateConstantRule(schema.const));
} else if ('enum' in schema) {
- const rule = schema.enum.map(v => this._formatLiteral(v)).join(' | ');
+ const rule = schema.enum.map(v => this._generateConstantRule(v)).join(' | ');
return this._addRule(ruleName, rule);
- } else if (schemaType === 'object' && 'properties' in schema) {
- // TODO: `required` keyword (from python implementation)
- const propOrder = this._propOrder;
- const propPairs = Object.entries(schema.properties).sort((a, b) => {
- // sort by position in prop_order (if specified) then by key
- const orderA = typeof propOrder[a[0]] === 'number' ? propOrder[a[0]] : Infinity;
- const orderB = typeof propOrder[b[0]] === 'number' ? propOrder[b[0]] : Infinity;
- return orderA - orderB || a[0].localeCompare(b[0]);
- });
-
- let rule = '"{" space';
- propPairs.forEach(([propName, propSchema], i) => {
- const propRuleName = this.visit(propSchema, `${name}${name ? "-" : ""}${propName}`);
- if (i > 0) {
- rule += ' "," space';
+ } else if ((schemaType === undefined || schemaType === 'object') &&
+ ('properties' in schema ||
+ ('additionalProperties' in schema && schema.additionalProperties !== true))) {
+ const required = new Set(schema.required || []);
+ const properties = Object.entries(schema.properties ?? {});
+ return this._addRule(ruleName, this._buildObjectRule(properties, required, name, schema.additionalProperties));
+ } else if ((schemaType === undefined || schemaType === 'object') && 'allOf' in schema) {
+ const required = new Set();
+ const properties = [];
+ const addComponent = (compSchema, isRequired) => {
+ const ref = compSchema.$ref;
+ if (ref !== undefined) {
+ compSchema = this._refs[ref];
}
- rule += ` ${this._formatLiteral(propName)} space ":" space ${propRuleName}`;
- });
- rule += ' "}" space';
- return this._addRule(ruleName, rule);
- } else if (schemaType === 'array' && 'items' in schema) {
- // TODO `prefixItems` keyword (from python implementation)
- const itemRuleName = this.visit(schema.items, `${name}${name ? "-" : ""}item`);
- const rule = `"[" space (${itemRuleName} ("," space ${itemRuleName})*)? "]" space`;
- return this._addRule(ruleName, rule);
+ if ('properties' in compSchema) {
+ for (const [propName, propSchema] of Object.entries(compSchema.properties)) {
+ properties.push([propName, propSchema]);
+ if (isRequired) {
+ required.add(propName);
+ }
+ }
+ }
+ };
+
+ for (const t of schema.allOf) {
+ if ('anyOf' in t) {
+ for (const tt of t.anyOf) {
+ addComponent(tt, false);
+ }
+ } else {
+ addComponent(t, true);
+ }
+ }
+
+ return this._addRule(ruleName, this._buildObjectRule(properties, required, name, /* additionalProperties= */ false));
+ } else if ((schemaType === undefined || schemaType === 'array') && ('items' in schema || 'prefixItems' in schema)) {
+ const items = schema.items ?? schema.prefixItems;
+ if (Array.isArray(items)) {
+ return this._addRule(
+ ruleName,
+ '"[" space ' +
+ items.map((item, i) => this.visit(item, `${name ?? ''}${name ? '-' : ''}tuple-${i}`)).join(' "," space ') +
+ ' "]" space'
+ );
+ } else {
+ const itemRuleName = this.visit(items, `${name ?? ''}${name ? '-' : ''}item`);
+ const listItemOperator = `( "," space ${itemRuleName} )`;
+ let successiveItems = '';
+ let minItems = schema.minItems || 0;
+ const maxItems = schema.maxItems;
+ if (minItems > 0) {
+ successiveItems = listItemOperator.repeat(minItems - 1);
+ minItems--;
+ }
+ if (maxItems !== undefined && maxItems > minItems) {
+ successiveItems += `${listItemOperator}?`.repeat(maxItems - minItems - 1);
+ } else {
+ successiveItems += `${listItemOperator}*`;
+ }
+ const rule = minItems === 0
+ ? `"[" space ( ${itemRuleName} ${successiveItems} )? "]" space`
+ : `"[" space ${itemRuleName} ${successiveItems} "]" space`;
+ return this._addRule(ruleName, rule);
+ }
+ } else if ((schemaType === undefined || schemaType === 'string') && 'pattern' in schema) {
+ return this._visitPattern(schema.pattern, ruleName);
+ } else if ((schemaType === undefined || schemaType === 'string') && /^uuid[1-5]?$/.test(schema.format || '')) {
+ return this._addRule(
+ ruleName === 'root' ? 'root' : schemaFormat,
+ PRIMITIVE_RULES['uuid'])
+ } else if ((schemaType === undefined || schemaType === 'string') && schema.format in DATE_RULES) {
+ for (const [t, r] of Object.entries(DATE_RULES)) {
+ this._addRule(t, r);
+ }
+ return schemaFormat + '-string';
+ } else if ((schemaType === 'object') || (Object.keys(schema).length === 0)) {
+ for (const n of OBJECT_RULE_NAMES) {
+ this._addRule(n, PRIMITIVE_RULES[n]);
+ }
+ return this._addRule(ruleName, 'object');
} else {
- if (!PRIMITIVE_RULES[schemaType]) {
+ if (!(schemaType in PRIMITIVE_RULES)) {
throw new Error(`Unrecognized schema: ${JSON.stringify(schema)}`);
}
- return this._addRule(
- ruleName === 'root' ? 'root' : schemaType,
- PRIMITIVE_RULES[schemaType]
+ // TODO: support minimum, maximum, exclusiveMinimum, exclusiveMaximum at least for zero
+ return this._addRule(ruleName === 'root' ? 'root' : schemaType, PRIMITIVE_RULES[schemaType]);
+ }
+ }
+
+ _buildObjectRule(properties, required, name, additionalProperties) {
+ const propOrder = this._propOrder;
+ // sort by position in prop_order (if specified) then by original order
+ const sortedProps = properties.map(([k]) => k).sort((a, b) => {
+ const orderA = propOrder[a] || Infinity;
+ const orderB = propOrder[b] || Infinity;
+ return orderA - orderB || properties.findIndex(([k]) => k === a) - properties.findIndex(([k]) => k === b);
+ });
+
+ const propKvRuleNames = {};
+ for (const [propName, propSchema] of properties) {
+ const propRuleName = this.visit(propSchema, `${name ?? ''}${name ? '-' : ''}${propName}`);
+ propKvRuleNames[propName] = this._addRule(
+ `${name ?? ''}${name ? '-' : ''}${propName}-kv`,
+ `${this._formatLiteral(propName)} space ":" space ${propRuleName}`
);
}
+ const requiredProps = sortedProps.filter(k => required.has(k));
+ const optionalProps = sortedProps.filter(k => !required.has(k));
+
+ if (typeof additionalProperties === 'object' || additionalProperties === true) {
+ const subName = `${name ?? ''}${name ? '-' : ''}additional`;
+ const valueRule = this.visit(additionalProperties === true ? {} : additionalProperties, `${subName}-value`);
+ propKvRuleNames['*'] = this._addRule(
+ `${subName}-kv`,
+ `${this._addRule('string', PRIMITIVE_RULES['string'])} ":" space ${valueRule}`);
+ optionalProps.push('*');
+ }
+
+ let rule = '"{" space ';
+ rule += requiredProps.map(k => propKvRuleNames[k]).join(' "," space ');
+
+ if (optionalProps.length > 0) {
+ rule += ' (';
+ if (requiredProps.length > 0) {
+ rule += ' "," space ( ';
+ }
+
+ const getRecursiveRefs = (ks, firstIsOptional) => {
+ const [k, ...rest] = ks;
+ const kvRuleName = propKvRuleNames[k];
+ let res;
+ if (k === '*') {
+ res = this._addRule(
+ `${name ?? ''}${name ? '-' : ''}additional-kvs`,
+ `${kvRuleName} ( "," space ` + kvRuleName + ` )*`
+ )
+ } else if (firstIsOptional) {
+ res = `( "," space ${kvRuleName} )?`;
+ } else {
+ res = kvRuleName;
+ }
+ if (rest.length > 0) {
+ res += ' ' + this._addRule(
+ `${name ?? ''}${name ? '-' : ''}${k}-rest`,
+ getRecursiveRefs(rest, true)
+ );
+ }
+ return res;
+ };
+
+ rule += optionalProps.map((_, i) => getRecursiveRefs(optionalProps.slice(i), false)).join(' | ');
+ if (requiredProps.length > 0) {
+ rule += ' )';
+ }
+ rule += ' )?';
+ }
+
+ rule += ' "}" space';
+
+ return rule;
}
formatGrammar() {
let grammar = '';
- this._rules.forEach((rule, name) => {
+ for (const [name, rule] of Object.entries(this._rules).sort(([a], [b]) => a.localeCompare(b))) {
grammar += `${name} ::= ${rule}\n`;
- });
+ }
return grammar;
}
}
+
+// Helper function to group elements by a key function
+function* groupBy(iterable, keyFn) {
+ let lastKey = null;
+ let group = [];
+ for (const element of iterable) {
+ const key = keyFn(element);
+ if (lastKey !== null && key !== lastKey) {
+ yield [lastKey, group];
+ group = [];
+ }
+ group.push(element);
+ lastKey = key;
+ }
+ if (group.length > 0) {
+ yield [lastKey, group];
+ }
+}
diff --git a/examples/server/server.cpp b/examples/server/server.cpp
index d2a8e541d..cf075d6c4 100644
--- a/examples/server/server.cpp
+++ b/examples/server/server.cpp
@@ -1,6 +1,7 @@
#include "utils.hpp"
#include "common.h"
+#include "json-schema-to-grammar.h"
#include "llama.h"
#include "grammar-parser.h"
@@ -178,6 +179,7 @@ struct server_slot {
llama_token sampled;
struct llama_sampling_params sparams;
llama_sampling_context * ctx_sampling = nullptr;
+ json json_schema;
int32_t ga_i = 0; // group-attention state
int32_t ga_n = 1; // group-attention factor
@@ -845,7 +847,17 @@ struct server_context {
slot.sparams.penalize_nl = json_value(data, "penalize_nl", default_sparams.penalize_nl);
slot.params.n_keep = json_value(data, "n_keep", slot.params.n_keep);
slot.params.seed = json_value(data, "seed", default_params.seed);
- slot.sparams.grammar = json_value(data, "grammar", default_sparams.grammar);
+ if (data.contains("json_schema") && !data.contains("grammar")) {
+ try {
+ auto schema = json_value(data, "json_schema", json::object());
+ slot.sparams.grammar = json_schema_to_grammar(schema);
+ } catch (const std::exception & e) {
+ send_error(task, std::string("\"json_schema\": ") + e.what(), ERROR_TYPE_INVALID_REQUEST);
+ return false;
+ }
+ } else {
+ slot.sparams.grammar = json_value(data, "grammar", default_sparams.grammar);
+ }
slot.sparams.n_probs = json_value(data, "n_probs", default_sparams.n_probs);
slot.sparams.min_keep = json_value(data, "min_keep", default_sparams.min_keep);
diff --git a/examples/server/tests/features/security.feature b/examples/server/tests/features/security.feature
index 1d6aa40ea..eb82e7aca 100644
--- a/examples/server/tests/features/security.feature
+++ b/examples/server/tests/features/security.feature
@@ -37,6 +37,22 @@ Feature: Security
| llama.cpp | no |
| hackme | raised |
+ Scenario Outline: OAI Compatibility (invalid response formats)
+ Given a system prompt test
+ And a user prompt test
+ And a response format <response_format>
+ And a model test
+ And 2 max tokens to predict
+ And streaming is disabled
+ Given an OAI compatible chat completions request with raised api error
+
+ Examples: Prompts
+ | response_format |
+ | {"type": "sound"} |
+ | {"type": "json_object", "schema": 123} |
+ | {"type": "json_object", "schema": {"type": 123}} |
+ | {"type": "json_object", "schema": {"type": "hiccup"}} |
+
Scenario Outline: CORS Options
Given a user api key llama.cpp
diff --git a/examples/server/tests/features/server.feature b/examples/server/tests/features/server.feature
index 45a988db6..a2e0e5b35 100644
--- a/examples/server/tests/features/server.feature
+++ b/examples/server/tests/features/server.feature
@@ -70,6 +70,22 @@ Feature: llama.cpp server
| codellama70b | You are a coding assistant. | Write the fibonacci function in c++. | 128 | (thanks\|happy\|bird\|Annabyear)+ | -1 | 64 | enabled | |
+ Scenario Outline: OAI Compatibility w/ response format
+ Given a model test
+ And a system prompt test
+ And a user prompt test
+ And a response format <response_format>
+ And 10 max tokens to predict
+ Given an OAI compatible chat completions request with no api error
+ Then <n_predicted> tokens are predicted matching <re_content>
+
+ Examples: Prompts
+ | response_format | n_predicted | re_content |
+ | {"type": "json_object", "schema": {"const": "42"}} | 5 | "42" |
+ | {"type": "json_object", "schema": {"items": [{"type": "integer"}]}} | 10 | \[ -300 \] |
+ | {"type": "json_object"} | 10 | \{ " Jacky. |
+
+
Scenario: Tokenize / Detokenize
When tokenizing:
"""
diff --git a/examples/server/tests/features/steps/steps.py b/examples/server/tests/features/steps/steps.py
index 42cdd8985..03f55f659 100644
--- a/examples/server/tests/features/steps/steps.py
+++ b/examples/server/tests/features/steps/steps.py
@@ -59,6 +59,7 @@ def step_server_config(context, server_fqdn, server_port):
context.seed = None
context.server_seed = None
context.user_api_key = None
+ context.response_format = None
context.tasks_result = []
context.concurrent_tasks = []
@@ -269,6 +270,11 @@ def step_max_tokens(context, max_tokens):
context.n_predict = max_tokens
+@step('a response format {response_format}')
+def step_response_format(context, response_format):
+ context.response_format = json.loads(response_format)
+
+
@step('streaming is {enable_streaming}')
def step_streaming(context, enable_streaming):
context.enable_streaming = enable_streaming == 'enabled'
@@ -384,6 +390,9 @@ async def step_oai_chat_completions(context, api_error):
enable_streaming=context.enable_streaming
if hasattr(context, 'enable_streaming') else None,
+ response_format=context.response_format
+ if hasattr(context, 'response_format') else None,
+
seed=await completions_seed(context),
user_api_key=context.user_api_key
@@ -443,6 +452,8 @@ async def step_oai_chat_completions(context):
if hasattr(context, 'n_predict') else None,
enable_streaming=context.enable_streaming
if hasattr(context, 'enable_streaming') else None,
+ response_format=context.response_format
+ if hasattr(context, 'response_format') else None,
seed=await completions_seed(context),
user_api_key=context.user_api_key
if hasattr(context, 'user_api_key') else None)
@@ -463,6 +474,8 @@ async def step_oai_chat_completions(context):
if hasattr(context, 'n_predict') else None,
enable_streaming=context.enable_streaming
if hasattr(context, 'enable_streaming') else None,
+ response_format=context.response_format
+ if hasattr(context, 'response_format') else None,
seed=context.seed
if hasattr(context, 'seed') else
context.server_seed
@@ -745,6 +758,7 @@ async def oai_chat_completions(user_prompt,
model=None,
n_predict=None,
enable_streaming=None,
+ response_format=None,
seed=None,
user_api_key=None,
expect_api_error=None):
@@ -770,6 +784,8 @@ async def oai_chat_completions(user_prompt,
"stream": enable_streaming,
"seed": seed
}
+ if response_format is not None:
+ payload['response_format'] = response_format
completion_response = {
'content': '',
'timings': {
@@ -830,6 +846,7 @@ async def oai_chat_completions(user_prompt,
model=model,
max_tokens=n_predict,
stream=enable_streaming,
+ response_format=payload.get('response_format'),
seed=seed
)
except openai.error.AuthenticationError as e:
diff --git a/examples/server/utils.hpp b/examples/server/utils.hpp
index cc5fce691..ff146893d 100644
--- a/examples/server/utils.hpp
+++ b/examples/server/utils.hpp
@@ -373,10 +373,21 @@ static json oaicompat_completion_params_parse(
llama_params["tfs_z"] = json_value(body, "tfs_z", default_sparams.tfs_z);
llama_params["n_keep"] = json_value(body, "n_keep", 0);
- if (body.count("grammar") != 0) {
+ if (body.contains("grammar")) {
llama_params["grammar"] = json_value(body, "grammar", json::object());
}
+ if (body.contains("response_format")) {
+ auto response_format = json_value(body, "response_format", json::object());
+ if (response_format.contains("type")) {
+ if (response_format["type"] == "json_object") {
+ llama_params["json_schema"] = json_value(response_format, "schema", json::object());
+ } else {
+ throw std::runtime_error("response_format type not supported: " + response_format["type"].dump());
+ }
+ }
+ }
+
// Handle 'stop' field
if (body.contains("stop") && body["stop"].is_string()) {
llama_params["stop"] = json::array({body["stop"].get<std::string>()});
diff --git a/examples/ts-type-to-grammar.sh b/examples/ts-type-to-grammar.sh
new file mode 100755
index 000000000..a7ad00173
--- /dev/null
+++ b/examples/ts-type-to-grammar.sh
@@ -0,0 +1,28 @@
+#!/bin/bash
+#
+# ./examples/ts-type-to-grammar.sh "{a:string,b:string,c?:string}"
+# python examples/json-schema-to-grammar.py https://json.schemastore.org/tsconfig.json
+#
+set -euo pipefail
+
+readonly type="$1"
+
+# Create a temporary directory
+TMPDIR=""
+trap 'rm -fR "$TMPDIR"' EXIT
+TMPDIR=$(mktemp -d)
+
+DTS_FILE="$TMPDIR/type.d.ts"
+SCHEMA_FILE="$TMPDIR/schema.json"
+
+echo "export type MyType = $type" > "$DTS_FILE"
+
+# This is a fork of typescript-json-schema, actively maintained as of March 2024:
+# https://github.com/vega/ts-json-schema-generator
+npx ts-json-schema-generator --unstable --no-top-ref --path "$DTS_FILE" --type MyType -e none > "$SCHEMA_FILE"
+
+# Alternative, not actively maintained as of March 2024:
+# https://github.com/YousefED/typescript-json-schema
+# npx typescript-json-schema --defaultProps --required "$DTS_FILE" MyType | tee "$SCHEMA_FILE" >&2
+
+./examples/json-schema-to-grammar.py "$SCHEMA_FILE"
diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt
index 10326d531..a43439aed 100644
--- a/tests/CMakeLists.txt
+++ b/tests/CMakeLists.txt
@@ -1,66 +1,75 @@
-function(llama_build_executable source)
- get_filename_component(TEST_TARGET ${source} NAME_WE)
+# Builds and runs a test source file.
+# Optional args:
+# - NAME: name of the executable & test target (defaults to the source file name without extension)
+# - LABEL: label for the test (defaults to main)
+# - ARGS: arguments to pass to the test executable
+# - WORKING_DIRECTORY
+function(llama_test source)
+ include(CMakeParseArguments)
+ set(options)
+ set(oneValueArgs NAME LABEL WORKING_DIRECTORY)
+ set(multiValueArgs ARGS)
+ cmake_parse_arguments(LLAMA_TEST "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
+
+ if (NOT DEFINED LLAMA_TEST_LABEL)
+ set(LLAMA_TEST_LABEL "main")
+ endif()
+ if (NOT DEFINED LLAMA_TEST_WORKING_DIRECTORY)
+ set(LLAMA_TEST_WORKING_DIRECTORY .)
+ endif()
+ if (DEFINED LLAMA_TEST_NAME)
+ set(TEST_TARGET ${LLAMA_TEST_NAME})
+ else()
+ get_filename_component(TEST_TARGET ${source} NAME_WE)
+ endif()
+
add_executable(${TEST_TARGET} ${source} get-model.cpp)
install(TARGETS ${TEST_TARGET} RUNTIME)
- target_link_libraries(${TEST_TARGET} PRIVATE common)
+ target_link_libraries(${TEST_TARGET} PRIVATE common json-schema-to-grammar)
+ add_test(
+ NAME ${TEST_TARGET}
+ WORKING_DIRECTORY ${LLAMA_TEST_WORKING_DIRECTORY}
+ COMMAND $<TARGET_FILE:${TEST_TARGET}>
+ ${LLAMA_TEST_ARGS})
+
+ set_property(TEST ${TEST_TARGET} PROPERTY LABELS ${LLAMA_TEST_LABEL})
endfunction()
-function(llama_test_executable name source)
- get_filename_component(TEST_TARGET ${source} NAME_WE)
- add_test(NAME ${name} COMMAND $<TARGET_FILE:${TEST_TARGET}> ${ARGN})
- set_property(TEST ${name} PROPERTY LABELS "main")
-endfunction()
+# llama_test(test-double-float.cpp) # SLOW
+llama_test(test-quantize-fns.cpp)
+llama_test(test-quantize-perf.cpp)
+llama_test(test-sampling.cpp)
+llama_test(test-chat-template.cpp)
-function(llama_build_and_test_executable source)
- llama_build_and_test_executable_with_label(${source} "main")
-endfunction()
+llama_test(test-tokenizer-0-llama.cpp NAME test-tokenizer-0-llama ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-llama.gguf)
+llama_test(test-tokenizer-0-falcon.cpp NAME test-tokenizer-0-falcon ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-falcon.gguf)
-function(llama_build_and_test_executable_with_label source label)
- get_filename_component(TEST_TARGET ${source} NAME_WE)
- add_executable(${TEST_TARGET} ${source} get-model.cpp)
- install(TARGETS ${TEST_TARGET} RUNTIME)
- target_link_libraries(${TEST_TARGET} PRIVATE common)
- add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}> ${ARGN})
- set_property(TEST ${TEST_TARGET} PROPERTY LABELS ${label})
-endfunction()
+llama_test(test-tokenizer-1-llama.cpp NAME test-tokenizer-1-llama ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-llama.gguf)
+llama_test(test-tokenizer-1-llama.cpp NAME test-tokenizer-1-baichuan ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-baichuan.gguf)
-# llama_build_and_test_executable(test-double-float.cpp) # SLOW
-llama_build_and_test_executable(test-quantize-fns.cpp)
-llama_build_and_test_executable(test-quantize-perf.cpp)
-llama_build_and_test_executable(test-sampling.cpp)
-llama_build_and_test_executable(test-chat-template.cpp)
+llama_test(test-tokenizer-1-bpe.cpp NAME test-tokenizer-1-falcon ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-falcon.gguf)
+llama_test(test-tokenizer-1-bpe.cpp NAME test-tokenizer-1-aquila ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-aquila.gguf)
+llama_test(test-tokenizer-1-bpe.cpp NAME test-tokenizer-1-mpt ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-mpt.gguf)
+llama_test(test-tokenizer-1-bpe.cpp NAME test-tokenizer-1-stablelm-3b-4e1t ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-stablelm-3b-4e1t.gguf)
+llama_test(test-tokenizer-1-bpe.cpp NAME test-tokenizer-1-gpt-neox ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-gpt-neox.gguf)
+llama_test(test-tokenizer-1-bpe.cpp NAME test-tokenizer-1-refact ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-refact.gguf)
+llama_test(test-tokenizer-1-bpe.cpp NAME test-tokenizer-1-starcoder ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-starcoder.gguf)
+llama_test(test-tokenizer-1-bpe.cpp NAME test-tokenizer-1-gpt2 ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-gpt2.gguf)
+#llama_test(test-tokenizer-1-bpe.cpp NAME test-tokenizer-1-bloom ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-bloom.gguf) # BIG
-llama_build_executable(test-tokenizer-0-llama.cpp)
-llama_test_executable (test-tokenizer-0-llama test-tokenizer-0-llama.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-llama.gguf)
+llama_test(test-grammar-parser.cpp)
+llama_test(test-llama-grammar.cpp)
+llama_test(test-grad0.cpp)
+# llama_test(test-opt.cpp) # SLOW
+llama_test(test-backend-ops.cpp)
-llama_build_executable(test-tokenizer-0-falcon.cpp)
-llama_test_executable (test-tokenizer-0-falcon test-tokenizer-0-falcon.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-falcon.gguf)
+llama_test(test-rope.cpp)
-llama_build_executable(test-tokenizer-1-llama.cpp)
-llama_test_executable (test-tokenizer-1-llama test-tokenizer-1-llama.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-llama.gguf)
-llama_test_executable (test-tokenizer-1-baichuan test-tokenizer-1-llama.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-baichuan.gguf)
+llama_test(test-model-load-cancel.cpp LABEL "model")
+llama_test(test-autorelease.cpp LABEL "model")
-llama_build_executable(test-tokenizer-1-bpe.cpp)
-llama_test_executable (test-tokenizer-1-falcon test-tokenizer-1-bpe.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-falcon.gguf)
-llama_test_executable (test-tokenizer-1-aquila test-tokenizer-1-bpe.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-aquila.gguf)
-llama_test_executable (test-tokenizer-1-mpt test-tokenizer-1-bpe.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-mpt.gguf)
-llama_test_executable (test-tokenizer-1-stablelm-3b-4e1t test-tokenizer-1-bpe.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-stablelm-3b-4e1t.gguf)
-llama_test_executable (test-tokenizer-1-gpt-neox test-tokenizer-1-bpe.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-gpt-neox.gguf)
-llama_test_executable (test-tokenizer-1-refact test-tokenizer-1-bpe.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-refact.gguf)
-llama_test_executable (test-tokenizer-1-starcoder test-tokenizer-1-bpe.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-starcoder.gguf)
-llama_test_executable (test-tokenizer-1-gpt2 test-tokenizer-1-bpe.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-gpt2.gguf)
-# llama_test_executable (test-tokenizer-1-bloom test-tokenizer-1-bpe.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-bloom.gguf) # BIG
-
-llama_build_and_test_executable(test-grammar-parser.cpp)
-llama_build_and_test_executable(test-llama-grammar.cpp)
-llama_build_and_test_executable(test-grad0.cpp)
-# llama_build_and_test_executable(test-opt.cpp) # SLOW
-llama_build_and_test_executable(test-backend-ops.cpp)
-
-llama_build_and_test_executable(test-rope.cpp)
-
-llama_build_and_test_executable_with_label(test-model-load-cancel.cpp "model")
-llama_build_and_test_executable_with_label(test-autorelease.cpp "model")
+llama_test(test-json-schema-to-grammar.cpp WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/..)
+target_include_directories(test-json-schema-to-grammar PRIVATE ${CMAKE_CURRENT_SOURCE_DIR}/../examples/server)
# dummy executable - not installed
get_filename_component(TEST_TARGET test-c.c NAME_WE)
diff --git a/tests/run-json-schema-to-grammar.mjs b/tests/run-json-schema-to-grammar.mjs
new file mode 100644
index 000000000..71bf62ed3
--- /dev/null
+++ b/tests/run-json-schema-to-grammar.mjs
@@ -0,0 +1,10 @@
+import { readFileSync } from "fs"
+import { SchemaConverter } from "../examples/server/public/json-schema-to-grammar.mjs"
+
+const [, , file] = process.argv
+const url = `file://${file}`
+let schema = JSON.parse(readFileSync(file, "utf8"));
+const converter = new SchemaConverter({})
+schema = await converter.resolveRefs(schema, url)
+converter.visit(schema, '')
+console.log(converter.formatGrammar())
diff --git a/tests/test-json-schema-to-grammar.cpp b/tests/test-json-schema-to-grammar.cpp
new file mode 100755
index 000000000..a13bb9d7f
--- /dev/null
+++ b/tests/test-json-schema-to-grammar.cpp
@@ -0,0 +1,824 @@
+#ifdef NDEBUG
+#undef NDEBUG
+#endif
+
+#include <fstream>
+#include <sstream>
+#include <regex>
+
+#include "json-schema-to-grammar.h"
+#include "grammar-parser.h"
+
+static std::string trim(const std::string & source) {
+ std::string s(source);
+ s.erase(0,s.find_first_not_of(" \n\r\t"));
+ s.erase(s.find_last_not_of(" \n\r\t")+1);
+ return std::regex_replace(s, std::regex("(^|\n)[ \t]+"), "$1");
+}
+
+enum TestCaseStatus {
+ SUCCESS,
+ FAILURE
+};
+
+struct TestCase {
+ TestCaseStatus expected_status;
+ std::string name;
+ std::string schema;
+ std::string expected_grammar;
+
+ void _print_failure_header() const {
+ fprintf(stderr, "#\n# Test '%s' failed.\n#\n%s\n", name.c_str(), schema.c_str());
+ }
+ void verify(const std::string & actual_grammar) const {
+ if (trim(actual_grammar) != trim(expected_grammar)) {
+ _print_failure_header();
+ fprintf(stderr, "# EXPECTED:\n%s\n# ACTUAL:\n%s\n", expected_grammar.c_str(), actual_grammar.c_str());
+ assert(false);
+ }
+ }
+ void verify_expectation_parseable() const {
+ try {
+ auto state = grammar_parser::parse(expected_grammar.c_str());
+ if (state.symbol_ids.find("root") == state.symbol_ids.end()) {
+ throw std::runtime_error("Grammar failed to parse:\n" + expected_grammar);
+ }
+ } catch (const std::runtime_error & ex) {
+ _print_failure_header();
+ fprintf(stderr, "# GRAMMAR ERROR: %s\n", ex.what());
+ assert(false);
+ }
+ }
+ void verify_status(TestCaseStatus status) const {
+ if (status != expected_status) {
+ _print_failure_header();
+ fprintf(stderr, "# EXPECTED STATUS: %s\n", expected_status == SUCCESS ? "SUCCESS" : "FAILURE");
+ fprintf(stderr, "# ACTUAL STATUS: %s\n", status == SUCCESS ? "SUCCESS" : "FAILURE");
+ assert(false);
+ }
+ }
+};
+
+static void write(const std::string & file, const std::string & content) {
+ std::ofstream f;
+ f.open(file.c_str());
+ f << content.c_str();
+ f.close();
+}
+
+static std::string read(const std::string & file) {
+ std::ostringstream actuals;
+ actuals << std::ifstream(file.c_str()).rdbuf();
+ return actuals.str();
+}
+
+static void test_all(const std::string & lang, std::function<void(const TestCase &)> runner) {
+ fprintf(stderr, "#\n# Testing JSON schema conversion (%s)\n#\n", lang.c_str());
+ auto test = [&](const TestCase & tc) {
+ fprintf(stderr, "- %s%s\n", tc.name.c_str(), tc.expected_status == FAILURE ? " (failure expected)" : "");
+ runner(tc);
+ };
+
+ test({
+ FAILURE,
+ "unknown type",
+ R"""({
+ "type": "kaboom"
+ })""",
+ ""
+ });
+
+ test({
+ FAILURE,
+ "invalid type type",
+ R"""({
+ "type": 123
+ })""",
+ ""
+ });
+
+ test({
+ SUCCESS,
+ "empty schema (object)",
+ "{}",
+ R"""(
+ array ::= "[" space ( value ("," space value)* )? "]" space
+ boolean ::= ("true" | "false") space
+ null ::= "null" space
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ object ::= "{" space ( string ":" space value ("," space string ":" space value)* )? "}" space
+ root ::= object
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ value ::= object | array | string | number | boolean
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "exotic formats",
+ R"""({
+ "items": [
+ { "format": "date" },
+ { "format": "uuid" },
+ { "format": "time" },
+ { "format": "date-time" }
+ ]
+ })""",
+ R"""(
+ date ::= [0-9] [0-9] [0-9] [0-9] "-" ( "0" [1-9] | "1" [0-2] ) "-" ( "0" [1-9] | [1-2] [0-9] | "3" [0-1] )
+ date-string ::= "\"" date "\"" space
+ date-time ::= date "T" time
+ date-time-string ::= "\"" date-time "\"" space
+ root ::= "[" space date-string "," space uuid "," space time-string "," space date-time-string "]" space
+ space ::= " "?
+ time ::= ([01] [0-9] | "2" [0-3]) ":" [0-5] [0-9] ":" [0-5] [0-9] ( "." [0-9] [0-9] [0-9] )? ( "Z" | ( "+" | "-" ) ( [01] [0-9] | "2" [0-3] ) ":" [0-5] [0-9] )
+ time-string ::= "\"" time "\"" space
+ uuid ::= "\"" [0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F] "-" [0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F] "-" [0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F] "-" [0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F] "-" [0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F][0-9a-fA-F] "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "string",
+ R"""({
+ "type": "string"
+ })""",
+ R"""(
+ root ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "boolean",
+ R"""({
+ "type": "boolean"
+ })""",
+ R"""(
+ root ::= ("true" | "false") space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "integer",
+ R"""({
+ "type": "integer"
+ })""",
+ R"""(
+ root ::= ("-"? ([0-9] | [1-9] [0-9]*)) space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "string const",
+ R"""({
+ "const": "foo"
+ })""",
+ R"""(
+ root ::= "\"foo\""
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ FAILURE,
+ "non-string const",
+ R"""({
+ "const": 123
+ })""",
+ ""
+ });
+
+ test({
+ FAILURE,
+ "non-string enum",
+ R"""({
+ "enum": [123]
+ })""",
+ ""
+ });
+
+ test({
+ SUCCESS,
+ "tuple1",
+ R"""({
+ "prefixItems": [{ "type": "string" }]
+ })""",
+ R"""(
+ root ::= "[" space string "]" space
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "tuple2",
+ R"""({
+ "prefixItems": [{ "type": "string" }, { "type": "number" }]
+ })""",
+ R"""(
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ root ::= "[" space string "," space number "]" space
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "number",
+ R"""({
+ "type": "number"
+ })""",
+ R"""(
+ root ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "minItems",
+ R"""({
+ "items": {
+ "type": "boolean"
+ },
+ "minItems": 2
+ })""",
+ R"""(
+ boolean ::= ("true" | "false") space
+ root ::= "[" space boolean ( "," space boolean )( "," space boolean )* "]" space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "maxItems 1",
+ R"""({
+ "items": {
+ "type": "boolean"
+ },
+ "maxItems": 1
+ })""",
+ R"""(
+ boolean ::= ("true" | "false") space
+ root ::= "[" space ( boolean )? "]" space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "maxItems 2",
+ R"""({
+ "items": {
+ "type": "boolean"
+ },
+ "maxItems": 2
+ })""",
+ R"""(
+ boolean ::= ("true" | "false") space
+ root ::= "[" space ( boolean ( "," space boolean )? )? "]" space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "min + maxItems",
+ R"""({
+ "items": {
+ "type": ["number", "integer"]
+ },
+ "minItems": 3,
+ "maxItems": 5
+ })""",
+ R"""(
+ integer ::= ("-"? ([0-9] | [1-9] [0-9]*)) space
+ item ::= number | integer
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ root ::= "[" space item ( "," space item )( "," space item )( "," space item )?( "," space item )? "]" space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "simple regexp",
+ R"""({
+ "type": "string",
+ "pattern": "^abc?d*efg+(hij)?kl$"
+ })""",
+ R"""(
+ root ::= "\"" "ab" "c"? "d"* "ef" "g"+ ("hij")? "kl" "\"" space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "regexp escapes",
+ R"""({
+ "type": "string",
+ "pattern": "^\\[\\]\\{\\}\\(\\)\\|\\+\\*\\?$"
+ })""",
+ R"""(
+ root ::= "\"" "[]{}()|+*?" "\"" space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "regexp quote",
+ R"""({
+ "type": "string",
+ "pattern": "^\"$"
+ })""",
+ R"""(
+ root ::= "\"" "\"" "\"" space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "regexp",
+ R"""({
+ "type": "string",
+ "pattern": "^(\\([0-9]{1,3}\\))?[0-9]{3}-[0-9]{4} and...$"
+ })""",
+ R"""(
+ dot ::= [\U00000000-\x09\x0B\x0C\x0E-\U0010FFFF]
+ root ::= "\"" ("(" root-1 root-1? root-1? ")")? root-1 root-1 root-1 "-" root-1 root-1 root-1 root-1 " and" dot dot dot "\"" space
+ root-1 ::= [0-9]
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "required props",
+ R"""({
+ "type": "object",
+ "properties": {
+ "a": {
+ "type": "string"
+ },
+ "b": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "a",
+ "b"
+ ],
+ "additionalProperties": false,
+ "definitions": {}
+ })""",
+ R"""(
+ a-kv ::= "\"a\"" space ":" space string
+ b-kv ::= "\"b\"" space ":" space string
+ root ::= "{" space a-kv "," space b-kv "}" space
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "1 optional prop",
+ R"""({
+ "properties": {
+ "a": {
+ "type": "string"
+ }
+ },
+ "additionalProperties": false
+ })""",
+ R"""(
+ a-kv ::= "\"a\"" space ":" space string
+ root ::= "{" space (a-kv )? "}" space
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "N optional props",
+ R"""({
+ "properties": {
+ "a": {"type": "string"},
+ "b": {"type": "string"},
+ "c": {"type": "string"}
+ },
+ "additionalProperties": false
+ })""",
+ R"""(
+ a-kv ::= "\"a\"" space ":" space string
+ a-rest ::= ( "," space b-kv )? b-rest
+ b-kv ::= "\"b\"" space ":" space string
+ b-rest ::= ( "," space c-kv )?
+ c-kv ::= "\"c\"" space ":" space string
+ root ::= "{" space (a-kv a-rest | b-kv b-rest | c-kv )? "}" space
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "required + optional props",
+ R"""({
+ "properties": {
+ "a": {"type": "string"},
+ "b": {"type": "string"},
+ "c": {"type": "string"},
+ "d": {"type": "string"}
+ },
+ "required": ["a", "b"],
+ "additionalProperties": false
+ })""",
+ R"""(
+ a-kv ::= "\"a\"" space ":" space string
+ b-kv ::= "\"b\"" space ":" space string
+ c-kv ::= "\"c\"" space ":" space string
+ c-rest ::= ( "," space d-kv )?
+ d-kv ::= "\"d\"" space ":" space string
+ root ::= "{" space a-kv "," space b-kv ( "," space ( c-kv c-rest | d-kv ) )? "}" space
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "additional props",
+ R"""({
+ "type": "object",
+ "additionalProperties": {"type": "array", "items": {"type": "number"}}
+ })""",
+ R"""(
+ additional-kv ::= string ":" space additional-value
+ additional-kvs ::= additional-kv ( "," space additional-kv )*
+ additional-value ::= "[" space ( number ( "," space number )* )? "]" space
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ root ::= "{" space (additional-kvs )? "}" space
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "additional props (true)",
+ R"""({
+ "type": "object",
+ "additionalProperties": true
+ })""",
+ R"""(
+ array ::= "[" space ( value ("," space value)* )? "]" space
+ boolean ::= ("true" | "false") space
+ null ::= "null" space
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ object ::= "{" space ( string ":" space value ("," space string ":" space value)* )? "}" space
+ root ::= object
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ value ::= object | array | string | number | boolean
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "additional props (implicit)",
+ R"""({
+ "type": "object"
+ })""",
+ R"""(
+ array ::= "[" space ( value ("," space value)* )? "]" space
+ boolean ::= ("true" | "false") space
+ null ::= "null" space
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ object ::= "{" space ( string ":" space value ("," space string ":" space value)* )? "}" space
+ root ::= object
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ value ::= object | array | string | number | boolean
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "empty w/o additional props",
+ R"""({
+ "type": "object",
+ "additionalProperties": false
+ })""",
+ R"""(
+ root ::= "{" space "}" space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "required + additional props",
+ R"""({
+ "type": "object",
+ "properties": {
+ "a": {"type": "number"}
+ },
+ "required": ["a"],
+ "additionalProperties": {"type": "string"}
+ })""",
+ R"""(
+ a-kv ::= "\"a\"" space ":" space number
+ additional-kv ::= string ":" space string
+ additional-kvs ::= additional-kv ( "," space additional-kv )*
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ root ::= "{" space a-kv ( "," space ( additional-kvs ) )? "}" space
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "optional + additional props",
+ R"""({
+ "type": "object",
+ "properties": {
+ "a": {"type": "number"}
+ },
+ "additionalProperties": {"type": "number"}
+ })""",
+ R"""(
+ a-kv ::= "\"a\"" space ":" space number
+ a-rest ::= additional-kvs
+ additional-kv ::= string ":" space number
+ additional-kvs ::= additional-kv ( "," space additional-kv )*
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ root ::= "{" space (a-kv a-rest | additional-kvs )? "}" space
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "required + optional + additional props",
+ R"""({
+ "type": "object",
+ "properties": {
+ "a": {"type": "number"},
+ "b": {"type": "number"}
+ },
+ "required": ["a"],
+ "additionalProperties": {"type": "number"}
+ })""",
+ R"""(
+ a-kv ::= "\"a\"" space ":" space number
+ additional-kv ::= string ":" space number
+ additional-kvs ::= additional-kv ( "," space additional-kv )*
+ b-kv ::= "\"b\"" space ":" space number
+ b-rest ::= additional-kvs
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ root ::= "{" space a-kv ( "," space ( b-kv b-rest | additional-kvs ) )? "}" space
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "top-level $ref",
+ R"""({
+ "$ref": "#/definitions/MyType",
+ "definitions": {
+ "MyType": {
+ "type": "object",
+ "properties": {
+ "a": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "a"
+ ],
+ "additionalProperties": false
+ }
+ }
+ })""",
+ R"""(
+ MyType ::= "{" space MyType-a-kv "}" space
+ MyType-a-kv ::= "\"a\"" space ":" space string
+ root ::= MyType
+ space ::= " "?
+ string ::= "\"" (
+ [^"\\] |
+ "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+ )* "\"" space
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "anyOf",
+ R"""({
+ "anyOf": [
+ {"$ref": "#/definitions/foo"},
+ {"$ref": "#/definitions/bar"}
+ ],
+ "definitions": {
+ "foo": {
+ "properties": {"a": {"type": "number"}}
+ },
+ "bar": {
+ "properties": {"b": {"type": "number"}}
+ }
+ },
+ "type": "object"
+ })""",
+ R"""(
+ alternative-0 ::= foo
+ alternative-1 ::= bar
+ bar ::= "{" space (bar-b-kv )? "}" space
+ bar-b-kv ::= "\"b\"" space ":" space number
+ foo ::= "{" space (foo-a-kv )? "}" space
+ foo-a-kv ::= "\"a\"" space ":" space number
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ root ::= alternative-0 | alternative-1
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "mix of allOf, anyOf and $ref (similar to https://json.schemastore.org/tsconfig.json)",
+ R"""({
+ "allOf": [
+ {"$ref": "#/definitions/foo"},
+ {"$ref": "#/definitions/bar"},
+ {
+ "anyOf": [
+ {"$ref": "#/definitions/baz"},
+ {"$ref": "#/definitions/bam"}
+ ]
+ }
+ ],
+ "definitions": {
+ "foo": {
+ "properties": {"a": {"type": "number"}}
+ },
+ "bar": {
+ "properties": {"b": {"type": "number"}}
+ },
+ "bam": {
+ "properties": {"c": {"type": "number"}}
+ },
+ "baz": {
+ "properties": {"d": {"type": "number"}}
+ }
+ },
+ "type": "object"
+ })""",
+ R"""(
+ a-kv ::= "\"a\"" space ":" space number
+ b-kv ::= "\"b\"" space ":" space number
+ c-kv ::= "\"c\"" space ":" space number
+ d-kv ::= "\"d\"" space ":" space number
+ d-rest ::= ( "," space c-kv )?
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ root ::= "{" space a-kv "," space b-kv ( "," space ( d-kv d-rest | c-kv ) )? "}" space
+ space ::= " "?
+ )"""
+ });
+
+ test({
+ SUCCESS,
+ "conflicting names",
+ R"""({
+ "type": "object",
+ "properties": {
+ "number": {
+ "type": "object",
+ "properties": {
+ "number": {
+ "type": "object",
+ "properties": {
+ "root": {
+ "type": "number"
+ }
+ },
+ "required": [
+ "root"
+ ],
+ "additionalProperties": false
+ }
+ },
+ "required": [
+ "number"
+ ],
+ "additionalProperties": false
+ }
+ },
+ "required": [
+ "number"
+ ],
+ "additionalProperties": false,
+ "definitions": {}
+ })""",
+ R"""(
+ number ::= ("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space
+ number- ::= "{" space number-number-kv "}" space
+ number-kv ::= "\"number\"" space ":" space number-
+ number-number ::= "{" space number-number-root-kv "}" space
+ number-number-kv ::= "\"number\"" space ":" space number-number
+ number-number-root-kv ::= "\"root\"" space ":" space number
+ root ::= "{" space number-kv "}" space
+ space ::= " "?
+ )"""
+ });
+}
+
+int main() {
+ test_all("C++", [](const TestCase & tc) {
+ try {
+ tc.verify(json_schema_to_grammar(nlohmann::json::parse(tc.schema)));
+ tc.verify_status(SUCCESS);
+ } catch (const std::runtime_error & ex) {
+ fprintf(stderr, "Error: %s\n", ex.what());
+ tc.verify_status(FAILURE);
+ }
+ });
+ test_all("Python", [](const TestCase & tc) {
+ write("test-json-schema-input.tmp", tc.schema);
+ tc.verify_status(std::system(
+ "python ./examples/json-schema-to-grammar.py test-json-schema-input.tmp > test-grammar-output.tmp") == 0 ? SUCCESS : FAILURE);
+ tc.verify(read("test-grammar-output.tmp"));
+ });
+ test_all("JavaScript", [](const TestCase & tc) {
+ write("test-json-schema-input.tmp", tc.schema);
+ tc.verify_status(std::system(
+ "node ./tests/run-json-schema-to-grammar.mjs test-json-schema-input.tmp > test-grammar-output.tmp") == 0 ? SUCCESS : FAILURE);
+ tc.verify(read("test-grammar-output.tmp"));
+ });
+
+ test_all("Check Expectations Validity", [](const TestCase & tc) {
+ if (tc.expected_status == SUCCESS) {
+ tc.verify_expectation_parseable();
+ }
+ });
+}