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 +#include +#include +#include +#include +#include +#include +#include +#include + +using json = nlohmann::json; + +const std::string SPACE_RULE = "\" \"?"; + +std::unordered_map 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 OBJECT_RULE_NAMES = {"object", "array", "string", "number", "boolean", "null", "value"}; + +std::unordered_map 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 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 GRAMMAR_LITERAL_ESCAPES = { + {'\r', "\\r"}, {'\n', "\\n"}, {'"', "\\\""}, {'-', "\\-"}, {']', "\\]"} +}; + +std::unordered_set NON_LITERAL_SET = {'|', '.', '(', ')', '[', ']', '{', '}', '*', '+', '?'}; +std::unordered_set ESCAPED_IN_REGEXPS_BUT_NOT_IN_LITERALS = {'[', ']', '(', ')', '|', '{', '}', '*', '+', '?'}; + +template +std::string join(Iterator begin, Iterator end, const std::string & separator) { + std::ostringstream result; + if (begin != end) { + result << *begin; + for (Iterator it = begin + 1; it != end; ++it) { + result << separator << *it; + } + } + return result.str(); +} + +static std::vector split(const std::string & str, const std::string & delimiter) { + std::vector tokens; + size_t start = 0; + size_t end = str.find(delimiter); + + while (end != std::string::npos) { + tokens.push_back(str.substr(start, end - start)); + start = end + delimiter.length(); + end = str.find(delimiter, start); + } + + tokens.push_back(str.substr(start)); + + return tokens; +} + +static std::string repeat(const std::string & str, size_t n) { + if (n == 0) { + return ""; + } + + std::string result; + result.reserve(str.length() * n); + + for (size_t i = 0; i < n; ++i) { + result += str; + } + + return result; +} + +static std::string replacePattern(const std::string & input, const std::regex & regex, const std::function & replacement) { + std::smatch match; + std::string result; + + std::string::const_iterator searchStart(input.cbegin()); + std::string::const_iterator searchEnd(input.cend()); + + while (std::regex_search(searchStart, searchEnd, match, regex)) { + result.append(searchStart, searchStart + match.position()); + result.append(replacement(match)); + searchStart = match.suffix().first; + } + + result.append(searchStart, searchEnd); + + return result; +} + +static std::string format_literal(const std::string & literal) { + std::string escaped = replacePattern(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 _fetch_json; + bool _dotall; + std::map _rules; + std::unordered_map _refs; + std::unordered_set _refs_being_resolved; + std::vector _errors; + std::vector _warnings; + + std::string _add_rule(const std::string & name, const std::string & rule) { + std::string esc_name = regex_replace(name, INVALID_RULE_CHARS_RE, "-"); + if (_rules.find(esc_name) == _rules.end() || _rules[esc_name] == rule) { + _rules[esc_name] = rule; + return esc_name; + } else { + int i = 0; + while (_rules.find(esc_name + std::to_string(i)) != _rules.end() && _rules[esc_name + std::to_string(i)] != rule) { + i++; + } + std::string key = esc_name + std::to_string(i); + _rules[key] = rule; + return key; + } + } + + std::string _generate_union_rule(const std::string & name, const std::vector & alt_schemas) { + std::vector rules; + for (size_t i = 0; i < alt_schemas.size(); i++) { + rules.push_back(visit(alt_schemas[i], name + (name.empty() ? "alternative-" : "-") + std::to_string(i))); + } + return join(rules.begin(), rules.end(), " | "); + } + + std::string _visit_pattern(const std::string & pattern, const std::string & name) { + if (!(pattern.front() == '^' && pattern.back() == '$')) { + _errors.push_back("Pattern must start with '^' and end with '$'"); + return ""; + } + std::string sub_pattern = pattern.substr(1, pattern.length() - 2); + std::unordered_map sub_rule_ids; + + size_t i = 0; + size_t length = sub_pattern.length(); + + using literal_or_rule = std::pair; + auto to_rule = [&](const literal_or_rule & ls) { + auto is_literal = ls.second; + auto s = ls.first; + return is_literal ? "\"" + s + "\"" : s; + }; + std::function transform = [&]() -> literal_or_rule { + size_t start = i; + std::vector seq; + + auto get_dot = [&]() { + std::string rule; + if (_dotall) { + rule = "[\\U00000000-\\U0010FFFF]"; + } else { + rule = "[\\U00000000-\\x09\\x0B\\x0C\\x0E-\\U0010FFFF]"; + } + return _add_rule("dot", rule); + }; + + // Joins the sequence, merging consecutive literals together. + auto join_seq = [&]() { + std::vector ret; + + std::string literal; + auto flush_literal = [&]() { + if (literal.empty()) { + return false; + } + ret.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 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::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::max()) { + sub += "*"; + } else if (min_times == 0 && max_times == 1) { + sub += "?"; + } else if (min_times == 1 && max_times == std::numeric_limits::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::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> & properties, + const std::unordered_set & required, + const std::string & name, + const json & additional_properties) + { + std::vector required_props; + std::vector optional_props; + std::unordered_map prop_kv_rule_names; + 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())) { + 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 &, bool)> get_recursive_refs = [&](const std::vector & ks, bool first_is_optional) { + std::string res; + if (ks.empty()) { + return res; + } + std::string k = ks[0]; + std::string kv_rule_name = prop_kv_rule_names[k]; + 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(ks.begin() + 1, ks.end()), true) + ); + } + return res; + }; + + for (size_t i = 0; i < optional_props.size(); i++) { + if (i > 0) { + rule += " | "; + } + rule += get_recursive_refs(std::vector(optional_props.begin() + i, optional_props.end()), false); + } + if (!required_props.empty()) { + rule += " )"; + } + rule += " )?"; + } + + rule += " \"}\" space"; + + return rule; + } + +public: + SchemaConverter( + const std::function & 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 $ref with absolute reference URL and populates _refs with the + * respective referenced (sub)schema dictionaries. + */ + std::function visit_refs = [&](json & n) { + if (n.is_array()) { + for (auto & x : n) { + visit_refs(x); + } + } else if (n.is_object()) { + if (n.contains("$ref")) { + std::string ref = n["$ref"]; + if (_refs.find(ref) == _refs.end()) { + json target; + if (ref.find("https://") == 0) { + std::string base_url = ref.substr(0, ref.find('#')); + auto it = _refs.find(base_url); + if (it != _refs.end()) { + target = it->second; + } else { + // Fetch the referenced schema and resolve its refs + auto referenced = _fetch_json(ref); + resolve_refs(referenced, base_url); + _refs[base_url] = referenced; + } + if (ref.find('#') == std::string::npos || ref.substr(ref.find('#') + 1).empty()) { + return; + } + } else if (ref.find("#/") == 0) { + target = schema; + n["$ref"] = url + ref; + ref = url + ref; + } else { + _errors.push_back("Unsupported ref: " + ref); + return; + } + std::string pointer = ref.substr(ref.find('#') + 1); + std::vector tokens = split(pointer, "/"); + for (size_t i = 1; i < tokens.size(); ++i) { + std::string sel = tokens[i]; + if (target.is_null() || !target.contains(sel)) { + _errors.push_back("Error resolving ref " + ref + ": " + sel + " not in " + target.dump()); + return; + } + target = target[sel]; + } + _refs[ref] = target; + } + } else { + for (auto & kv : n.items()) { + visit_refs(kv.value()); + } + } + } + }; + + visit_refs(schema); + } + + std::string _generate_constant_rule(const json & value) { + if (!value.is_string()) { + _errors.push_back("Only std::string constants are supported, got " + value.dump()); + return ""; + } + return format_literal(value.get()); + } + + std::string visit(const json & schema, const std::string & name) { + json schema_type = schema.contains("type") ? schema["type"] : json(); + std::string schema_format = schema.contains("format") ? schema["format"].get() : ""; + std::string rule_name = is_reserved_name(name) ? name + "-" : name.empty() ? "root" : name; + + if (schema.contains("$ref")) { + return _add_rule(rule_name, _resolve_ref(schema["$ref"])); + } else if (schema.contains("oneOf") || schema.contains("anyOf")) { + std::vector alt_schemas = schema.contains("oneOf") ? schema["oneOf"].get>() : schema["anyOf"].get>(); + return _add_rule(rule_name, _generate_union_rule(name, alt_schemas)); + } else if (schema_type.is_array()) { + std::vector schema_types; + for (const auto & t : schema_type) { + 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 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 required; + if (schema.contains("required") && schema["required"].is_array()) { + for (const auto & item : schema["required"]) { + if (item.is_string()) { + required.insert(item.get()); + } + } + } + std::vector> properties; + if (schema.contains("properties")) { + for (const auto & prop : schema["properties"].items()) { + properties.emplace_back(prop.key(), prop.value()); + } + } + return _add_rule(rule_name, + _build_object_rule( + properties, required, name, + schema.contains("additionalProperties") ? schema["additionalProperties"] : json())); + } else if ((schema_type.is_null() || schema_type == "object") && schema.contains("allOf")) { + std::unordered_set required; + std::vector> properties; + std::string hybrid_name = name; + std::function add_component = [&](const json & comp_schema, bool is_required) { + if (comp_schema.contains("$ref")) { + add_component(_refs[comp_schema["$ref"]], is_required); + } else if (comp_schema.contains("properties")) { + for (const auto & prop : comp_schema["properties"].items()) { + properties.emplace_back(prop.key(), prop.value()); + if (is_required) { + required.insert(prop.key()); + } + } + } else { + // todo warning + } + }; + for (auto & t : schema["allOf"]) { + if (t.contains("anyOf")) { + for (auto & tt : t["anyOf"]) { + add_component(tt, false); + } + } else { + add_component(t, true); + } + } + return _add_rule(rule_name, _build_object_rule(properties, required, hybrid_name, json())); + } else if ((schema_type.is_null() || schema_type == "array") && (schema.contains("items") || schema.contains("prefixItems"))) { + json items = schema.contains("items") ? schema["items"] : schema["prefixItems"]; + if (items.is_array()) { + std::string rule = "\"[\" space "; + for (size_t i = 0; i < items.size(); i++) { + if (i > 0) { + rule += " \",\" space "; + } + rule += visit(items[i], name + (name.empty() ? "" : "-") + "tuple-" + std::to_string(i)); + } + rule += " \"]\" space"; + return _add_rule(rule_name, rule); + } else { + std::string item_rule_name = visit(items, name + (name.empty() ? "" : "-") + "item"); + std::string list_item_operator = "( \",\" space " + item_rule_name + " )"; + std::string successive_items; + int min_items = schema.contains("minItems") ? schema["minItems"].get() : 0; + json max_items_json = schema.contains("maxItems") ? schema["maxItems"] : json(); + int max_items = max_items_json.is_number_integer() ? max_items_json.get() : -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()) == 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(), PRIMITIVE_RULES.at(schema_type.get())); + } + } + + void check_errors() { + if (!_errors.empty()) { + throw std::runtime_error("JSON schema conversion failed:\n" + join(_errors.begin(), _errors.end(), "\n")); + } + if (!_warnings.empty()) { + fprintf(stderr, "WARNING: JSON schema conversion was incomplete: %s\n", join(_warnings.begin(), _warnings.end(), "; ").c_str()); + } + } + + std::string format_grammar() { + std::stringstream ss; + for (const auto & kv : _rules) { + ss << kv.first << " ::= " << kv.second << std::endl; + } + return ss.str(); + } +}; + +std::string json_schema_to_grammar(const json & schema) { + SchemaConverter converter([](const std::string &) { return json::object(); }, /* dotall= */ false); + auto copy = schema; + converter.resolve_refs(copy, "input"); + converter.visit(copy, ""); + converter.check_errors(); + return converter.format_grammar(); +} 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=$ ) -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, 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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 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createContext,L as createElement,R as createRef,w as effect,L as h,un as html,ct as hydrate,U as isValidElement,C as options,st as render,a as signal,Y as toChildArray,u as untracked,Ft as useCallback,nn as useComputed,Mt as useContext,Wt as useDebugValue,$t as useEffect,Lt as useErrorBoundary,Ot as useId,Vt as useImperativeHandle,Dt as useLayoutEffect,At as useMemo,Nt as useReducer,Tt as useRef,tn as useSignal,en as useSignalEffect,Pt as useState}; 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 + 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 + And 10 max tokens to predict + Given an OAI compatible chat completions request with no api error + Then tokens are predicted matching + + 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()}); 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 $ + ${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 $ ${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 $ ${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 +#include +#include + +#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 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(); + } + }); +}