From 2148f244cafea4b8a0e0cf37ef03dcc02e8a6d19 Mon Sep 17 00:00:00 2001 From: ochafik Date: Mon, 8 Apr 2024 19:32:30 +0100 Subject: [PATCH 01/16] json: rename python schema converter to make import easier --- .../{json-schema-to-grammar.py => json_schema_to_grammar.py} | 2 +- examples/regex-to-grammar.py | 2 +- examples/ts-type-to-grammar.sh | 4 ++-- tests/test-json-schema-to-grammar.cpp | 2 +- 4 files changed, 5 insertions(+), 5 deletions(-) rename examples/{json-schema-to-grammar.py => json_schema_to_grammar.py} (99%) diff --git a/examples/json-schema-to-grammar.py b/examples/json_schema_to_grammar.py similarity index 99% rename from examples/json-schema-to-grammar.py rename to examples/json_schema_to_grammar.py index 91dd734cc26ff..59265c4d6d25f 100755 --- a/examples/json-schema-to-grammar.py +++ b/examples/json_schema_to_grammar.py @@ -547,4 +547,4 @@ def main(args_in = None): if __name__ == '__main__': - main() + main() \ No newline at end of file diff --git a/examples/regex-to-grammar.py b/examples/regex-to-grammar.py index c98118e95a858..5cd9210a4dfc6 100644 --- a/examples/regex-to-grammar.py +++ b/examples/regex-to-grammar.py @@ -8,7 +8,7 @@ "python", os.path.join( os.path.dirname(os.path.realpath(__file__)), - "json-schema-to-grammar.py"), + "json_schema_to_grammar.py"), *rest, "-", "--raw-pattern", diff --git a/examples/ts-type-to-grammar.sh b/examples/ts-type-to-grammar.sh index a7ad001737c25..9abba2a3daa7d 100755 --- a/examples/ts-type-to-grammar.sh +++ b/examples/ts-type-to-grammar.sh @@ -1,7 +1,7 @@ #!/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 +# python examples/json_schema_to_grammar.py https://json.schemastore.org/tsconfig.json # set -euo pipefail @@ -25,4 +25,4 @@ npx ts-json-schema-generator --unstable --no-top-ref --path "$DTS_FILE" --type M # https://github.com/YousefED/typescript-json-schema # npx typescript-json-schema --defaultProps --required "$DTS_FILE" MyType | tee "$SCHEMA_FILE" >&2 -./examples/json-schema-to-grammar.py "$SCHEMA_FILE" +./examples/json_schema_to_grammar.py "$SCHEMA_FILE" diff --git a/tests/test-json-schema-to-grammar.cpp b/tests/test-json-schema-to-grammar.cpp index 4d110cf5aab86..848b925a83247 100755 --- a/tests/test-json-schema-to-grammar.cpp +++ b/tests/test-json-schema-to-grammar.cpp @@ -816,7 +816,7 @@ int main() { 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); + "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")); }); } else { From f771a8f1b5b2188f3c455f01c209cd0885ee6651 Mon Sep 17 00:00:00 2001 From: ochafik Date: Mon, 8 Apr 2024 19:33:26 +0100 Subject: [PATCH 02/16] server: skip null json_schema / grammar fields --- examples/server/server.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/server/server.cpp b/examples/server/server.cpp index 6c64fe3e17dec..d6b0699905b98 100644 --- a/examples/server/server.cpp +++ b/examples/server/server.cpp @@ -858,7 +858,7 @@ struct server_context { slot.sparams.min_keep = json_value(data, "min_keep", default_sparams.min_keep); // process "json_schema" and "grammar" - if (data.contains("json_schema") && data.contains("grammar")) { + if (data.contains("json_schema") && !data["json_schema"].is_null() && data.contains("grammar") && !data["grammar"].is_null()) { send_error(task, "Either \"json_schema\" or \"grammar\" can be specified, but not both", ERROR_TYPE_INVALID_REQUEST); return false; } else if (data.contains("json_schema") && !data.contains("grammar")) { From 159b883bd4555bcee61b46fc50d7309fed11bec1 Mon Sep 17 00:00:00 2001 From: ochafik Date: Mon, 8 Apr 2024 19:53:30 +0100 Subject: [PATCH 03/16] json: deps management for primitive rules (+ allow null values) --- common/json-schema-to-grammar.cpp | 86 +- examples/json_schema_to_grammar.py | 110 +- examples/server/copy.mjs.hpp | 0 examples/server/json-schema-to-grammar.hpp | 0 .../server/json-schema-to-grammar.mjs.hpp | 3178 +++++++++-------- .../server/public/json-schema-to-grammar.mjs | 86 +- tests/test-json-schema-to-grammar.cpp | 11 +- 7 files changed, 1811 insertions(+), 1660 deletions(-) create mode 100644 examples/server/copy.mjs.hpp create mode 100644 examples/server/json-schema-to-grammar.hpp diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp index 0e468034642f7..02bf1c2ec56e1 100644 --- a/common/json-schema-to-grammar.cpp +++ b/common/json-schema-to-grammar.cpp @@ -13,33 +13,37 @@ using json = nlohmann::ordered_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] " +struct BuiltinRule { + std::string content; + std::vector deps; +}; + +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 | null", {"object", "array", "string", "number", "boolean", "null"}}}, + {"object", {"\"{\" space ( string \":\" space value (\",\" space string \":\" space value)* )? \"}\" space", {"string", "value"}}}, + {"array", {"\"[\" space ( value (\",\" space value)* )? \"]\" space", {"value"}}}, + {"uuid", {"\"\\\"\" [0-9a-fA-F][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" + "\"-\" [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"} + " )* \"\\\"\" 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"} + +std::unordered_map STRING_FORMAT_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", "time"}}}, + {"date-string", {"\"\\\"\" date \"\\\"\" space", {"date"}}}, + {"time-string", {"\"\\\"\" time \"\\\"\" space", {"time"}}}, + {"date-time-string", {"\"\\\"\" date-time \"\\\"\" space", {"date-time"}}} }; static bool is_reserved_name(const std::string & name) { @@ -47,7 +51,7 @@ static bool is_reserved_name(const std::string & name) { 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); + for (const auto &p : STRING_FORMAT_RULES) RESERVED_NAMES.insert(p.first); } return RESERVED_NAMES.find(name) != RESERVED_NAMES.end(); } @@ -424,7 +428,7 @@ class SchemaConverter { 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); + std::string kv_rule = _add_rule(sub_name + "-kv", _add_primitive("string", PRIMITIVE_RULES.at("string")) + " \":\" space " + value_rule); prop_kv_rule_names["*"] = kv_rule; optional_props.push_back("*"); } @@ -486,6 +490,25 @@ class SchemaConverter { return rule; } + std::string _add_primitive(const std::string & name, const BuiltinRule & rule) { + auto n = _add_rule(name, rule.content); + for (const auto & dep : rule.deps) { + BuiltinRule dep_rule; + auto it = PRIMITIVE_RULES.find(dep); + if (it == PRIMITIVE_RULES.end()) { + it = STRING_FORMAT_RULES.find(dep); + if (it == STRING_FORMAT_RULES.end()) { + _errors.push_back("Rule " + dep + " not known"); + continue; + } + } + if (_rules.find(dep) == _rules.end()) { + _add_primitive(dep, it->second); + } + } + return n; + } + public: SchemaConverter( const std::function & fetch_json, @@ -672,24 +695,19 @@ class SchemaConverter { } 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"; + return _add_primitive(rule_name == "root" ? "root" : schema_format, PRIMITIVE_RULES.at("uuid")); + } else if ((schema_type.is_null() || schema_type == "string") && STRING_FORMAT_RULES.find(schema_format + "-string") != STRING_FORMAT_RULES.end()) { + auto prim_name = schema_format + "-string"; + return _add_rule(rule_name, _add_primitive(prim_name, STRING_FORMAT_RULES.at(prim_name))); } else if (schema.empty() || schema_type == "object") { - for (const auto & n : OBJECT_RULE_NAMES) { - _add_rule(n, PRIMITIVE_RULES.at(n)); - } - return _add_rule(rule_name, "object"); + return _add_rule(rule_name, _add_primitive("object", PRIMITIVE_RULES.at("object"))); } else { if (!schema_type.is_string() || PRIMITIVE_RULES.find(schema_type.get()) == PRIMITIVE_RULES.end()) { _errors.push_back("Unrecognized schema: " + schema.dump()); return ""; } // TODO: support minimum, maximum, exclusiveMinimum, exclusiveMaximum at least for zero - return _add_rule(rule_name == "root" ? "root" : schema_type.get(), PRIMITIVE_RULES.at(schema_type.get())); + return _add_primitive(rule_name == "root" ? "root" : schema_type.get(), PRIMITIVE_RULES.at(schema_type.get())); } } diff --git a/examples/json_schema_to_grammar.py b/examples/json_schema_to_grammar.py index 59265c4d6d25f..f370ccf0ee944 100755 --- a/examples/json_schema_to_grammar.py +++ b/examples/json_schema_to_grammar.py @@ -6,37 +6,44 @@ import sys from typing import Any, Dict, List, Set, Tuple, Union +class BuiltinRule: + def __init__(self, content: str, deps: list[str] = None): + self.content = content + self.deps = deps or [] + # whitespace is constrained to a single space char to prevent model "running away" in # whitespace. Also maybe improves generation quality? SPACE_RULE = '" "?' 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''' "\"" ( + 'boolean' : BuiltinRule('("true" | "false") space', []), + 'number' : BuiltinRule('("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space', []), + 'integer' : BuiltinRule('("-"? ([0-9] | [1-9] [0-9]*)) space', []), + 'value' : BuiltinRule('object | array | string | number | boolean | null', ['object', 'array', 'string', 'number', 'boolean', 'null']), + 'object' : BuiltinRule('"{" space ( string ":" space value ("," space string ":" space value)* )? "}" space', ['string', 'value']), + 'array' : BuiltinRule('"[" space ( value ("," space value)* )? "]" space', ['value']), + 'uuid' : BuiltinRule('"\\"" ' + ' "-" '.join('[0-9a-fA-F]' * n for n in [8, 4, 4, 4, 12]) + ' "\\"" space', []), + 'string' : BuiltinRule(r''' "\"" ( [^"\\] | "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F]) - )* "\"" space''', - 'null': '"null" space', + )* "\"" space''', []), + 'null' : BuiltinRule('"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', +STRING_FORMAT_RULES = { + 'date' : BuiltinRule('[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' : BuiltinRule('([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' : BuiltinRule('date "T" time', ['date', 'time']), + 'date-string' : BuiltinRule('"\\"" date "\\"" space', ['date']), + 'time-string' : BuiltinRule('"\\"" time "\\"" space', ['time']), + 'date-time-string': BuiltinRule('"\\"" date-time "\\"" space', ['date-time']), } -RESERVED_NAMES = set(["root", *PRIMITIVE_RULES.keys(), *DATE_RULES.keys()]) +DOTALL = '[\\U00000000-\\U0010FFFF]' +DOT = '[\\U00000000-\\x09\\x0B\\x0C\\x0E-\\U0010FFFF]' + +RESERVED_NAMES = set(["root", "dot", *PRIMITIVE_RULES.keys(), *STRING_FORMAT_RULES.keys()]) INVALID_RULE_CHARS_RE = re.compile(r'[^a-zA-Z0-9-]+') GRAMMAR_LITERAL_ESCAPE_RE = re.compile(r'[\r\n"]') @@ -46,8 +53,6 @@ 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, allow_fetch, dotall, raw_pattern): @@ -55,7 +60,9 @@ def __init__(self, *, prop_order, allow_fetch, dotall, raw_pattern): self._allow_fetch = allow_fetch self._dotall = dotall self._raw_pattern = raw_pattern - self._rules = {'space': SPACE_RULE} + self._rules = { + 'space': SPACE_RULE, + } self._refs = {} self._refs_being_resolved = set() @@ -65,6 +72,29 @@ def _format_literal(self, literal): ) return f'"{escaped}"' + def not_literal(self, literal: str, dotall: bool = True, maybe_escaped_underscores = False) -> str: + ''' + not_literal('a') -> '[^a]' + not_literal('abc') -> '([^a] | "a" ([^b] | "b" ([^c])?)?)?' + ''' + assert len(literal) > 0, 'Empty literal not supported' + def recurse(i: int): + c = literal[i] + if maybe_escaped_underscores and c == '_': + yield f'[^{c}\\\\]' + yield ' | ' + yield f'"\\\\"? "{c}"' + else: + yield f'[^{c}]' + if i < len(literal) - 1: + yield ' | ' + yield self._format_literal(c) + yield ' (' + yield from recurse(i + 1) + yield ')?' + + return ''.join(('(', *recurse(0), ')')) + def _add_rule(self, name, rule): esc_name = INVALID_RULE_CHARS_RE.sub('-', name) if esc_name not in self._rules or self._rules[esc_name] == rule: @@ -169,10 +199,10 @@ def transform() -> Tuple[str, bool]: def get_dot(): if self._dotall: - rule = '[\\U00000000-\\U0010FFFF]' + rule = DOTALL else: # Accept any character... except \n and \r line break chars (\x0A and \xOD) - rule = '[\\U00000000-\\x09\\x0B\\x0C\\x0E-\\U0010FFFF]' + rule = DOT return self._add_rule(f'dot', rule) def join_seq(): @@ -394,28 +424,32 @@ def add_component(comp_schema, is_required): 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( + return self._add_primitive( 'root' if rule_name == 'root' else schema_format, PRIMITIVE_RULES['uuid'] ) - 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' + elif schema_type in (None, 'string') and f'{schema_format}-string' in STRING_FORMAT_RULES: + prim_name = f'{schema_format}-string' + return self._add_rule(rule_name, self._add_primitive(prim_name, STRING_FORMAT_RULES[prim_name])) 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') + return self._add_rule(rule_name, self._add_primitive('object', PRIMITIVE_RULES['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] - ) + return self._add_primitive('root' if rule_name == 'root' else schema_type, PRIMITIVE_RULES[schema_type]) + + def _add_primitive(self, name: str, rule: BuiltinRule): + n = self._add_rule(name, rule.content) + + for dep in rule.deps: + dep_rule = PRIMITIVE_RULES.get(dep) or STRING_FORMAT_RULES.get(dep) + assert dep_rule, f'Rule {dep} not known' + if dep not in self._rules: + self._add_primitive(dep, dep_rule) + return n 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 @@ -437,7 +471,7 @@ def _build_object_rule(self, properties: List[Tuple[str, Any]], required: Set[st 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}' + self._add_primitive('string', PRIMITIVE_RULES['string']) + f' ":" space {value_rule}' ) optional_props.append("*") @@ -547,4 +581,4 @@ def main(args_in = None): if __name__ == '__main__': - main() \ No newline at end of file + main() diff --git a/examples/server/copy.mjs.hpp b/examples/server/copy.mjs.hpp new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/examples/server/json-schema-to-grammar.hpp b/examples/server/json-schema-to-grammar.hpp new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/examples/server/json-schema-to-grammar.mjs.hpp b/examples/server/json-schema-to-grammar.mjs.hpp index ef1d5dcf3a2eb..257a264bb67a0 100644 --- a/examples/server/json-schema-to-grammar.mjs.hpp +++ b/examples/server/json-schema-to-grammar.mjs.hpp @@ -2,50 +2,84 @@ unsigned char json_schema_to_grammar_mjs[] = { 0x2f, 0x2f, 0x20, 0x57, 0x41, 0x52, 0x4e, 0x49, 0x4e, 0x47, 0x3a, 0x20, 0x54, 0x68, 0x69, 0x73, 0x20, 0x66, 0x69, 0x6c, 0x65, 0x20, 0x77, 0x61, 0x73, 0x20, 0x70, 0x6f, 0x72, 0x74, 0x65, 0x64, 0x20, 0x66, 0x72, 0x6f, - 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@@ -// WARNING: This file was ported from json-schema-to-grammar.py, please fix bugs / add features there first. +// WARNING: This file was ported from json_schema_to_grammar.py, please fix bugs / add features there first. const SPACE_RULE = '" "?'; +class BuiltinRule { + constructor(content, deps) { + this.content = content; + this.deps = deps || []; + } +} + 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: ` "\\"" ( + boolean : new BuiltinRule('("true" | "false") space', []), + number : new BuiltinRule('("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space', []), + integer : new BuiltinRule('("-"? ([0-9] | [1-9] [0-9]*)) space', []), + value : new BuiltinRule('object | array | string | number | boolean | null', ['object', 'array', 'string', 'number', 'boolean', 'null']), + object : new BuiltinRule('"{" space ( string ":" space value ("," space string ":" space value)* )? "}" space', ['string', 'value']), + array : new BuiltinRule('"[" space ( value ("," space value)* )? "]" space', ['value']), + uuid : new BuiltinRule('"\\"" ' + [8, 4, 4, 4, 12].map(n => [...new Array(n)].map(_ => '[0-9a-fA-F]').join('')).join(' "-" ') + ' "\\"" space', []), + string : new BuiltinRule(` "\\"" ( [^"\\\\] | "\\\\" (["\\\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F]) - )* "\\"" space`, - null: '"null" space', + )* "\\"" space`, []), + null: new BuiltinRule('"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 STRING_FORMAT_RULES = { + 'date' : new BuiltinRule('[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' : new BuiltinRule('([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' : new BuiltinRule('date "T" time', ['date', 'time']), + 'date-string' : new BuiltinRule('"\\"" date "\\"" space', ['date']), + 'time-string' : new BuiltinRule('"\\"" time "\\"" space', ['time']), + 'date-time-string': new BuiltinRule('"\\"" date-time "\\"" space', ['date-time']), +} -const RESERVED_NAMES = {'root': true, ...PRIMITIVE_RULES, ...DATE_RULES}; +const RESERVED_NAMES = {'root': true, ...PRIMITIVE_RULES, ...STRING_FORMAT_RULES}; const INVALID_RULE_CHARS_RE = /[^\dA-Za-z-]+/g; const GRAMMAR_LITERAL_ESCAPE_RE = /[\n\r"]/g; @@ -415,26 +421,36 @@ export class SchemaConverter { } 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'; + return this._addPrimitive( + ruleName === 'root' ? 'root' : schemaFormat, + PRIMITIVE_RULES['uuid'] + ); + } else if ((schemaType === undefined || schemaType === 'string') && `${schema.format}-string` in STRING_FORMAT_RULES) { + const primName = `${schema.format}-string` + return this._addRule(ruleName, this._addPrimitive(primName, STRING_FORMAT_RULES[primName])); } 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'); + return this._addRule(ruleName, this._addPrimitive('object', PRIMITIVE_RULES['object'])); } else { if (!(schemaType in PRIMITIVE_RULES)) { throw new Error(`Unrecognized schema: ${JSON.stringify(schema)}`); } // TODO: support minimum, maximum, exclusiveMinimum, exclusiveMaximum at least for zero - return this._addRule(ruleName === 'root' ? 'root' : schemaType, PRIMITIVE_RULES[schemaType]); + return this._addPrimitive(ruleName === 'root' ? 'root' : schemaType, PRIMITIVE_RULES[schemaType]); + } + } + + _addPrimitive(name, rule) { + let n = this._addRule(name, rule.content); + for (const dep of rule.deps) { + const depRule = PRIMITIVE_RULES[dep] || STRING_FORMAT_RULES[dep]; + if (!depRule) { + throw new Error(`Rule ${dep} not known`); + } + if (!(dep in this._rules)) { + this._addPrimitive(dep, depRule); + } } + return n; } _buildObjectRule(properties, required, name, additionalProperties) { @@ -462,7 +478,7 @@ export class SchemaConverter { const valueRule = this.visit(additionalProperties === true ? {} : additionalProperties, `${subName}-value`); propKvRuleNames['*'] = this._addRule( `${subName}-kv`, - `${this._addRule('string', PRIMITIVE_RULES['string'])} ":" space ${valueRule}`); + `${this._addPrimitive('string', PRIMITIVE_RULES['string'])} ":" space ${valueRule}`); optionalProps.push('*'); } diff --git a/tests/test-json-schema-to-grammar.cpp b/tests/test-json-schema-to-grammar.cpp index 848b925a83247..9a0ba13bb5172 100755 --- a/tests/test-json-schema-to-grammar.cpp +++ b/tests/test-json-schema-to-grammar.cpp @@ -113,7 +113,7 @@ static void test_all(const std::string & lang, std::function Date: Mon, 8 Apr 2024 20:02:18 +0100 Subject: [PATCH 04/16] json: optimize repetitions for minItems/maxItems and regexps: `a{,3}` goes from `"a"? "a"? "a"?` (explosive combos) to `(a (a (a)?)?)?` --- common/json-schema-to-grammar.cpp | 26 +- examples/json_schema_to_grammar.py | 28 +- .../server/json-schema-to-grammar.mjs.hpp | 3279 +++++++++-------- .../server/public/json-schema-to-grammar.mjs | 26 +- tests/test-json-schema-to-grammar.cpp | 6 +- 5 files changed, 1718 insertions(+), 1647 deletions(-) diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp index 02bf1c2ec56e1..659a16249986d 100644 --- a/common/json-schema-to-grammar.cpp +++ b/common/json-schema-to-grammar.cpp @@ -11,6 +11,23 @@ using json = nlohmann::ordered_json; +static std::string build_repetition(const std::string & content, int upToN) { + std::ostringstream out; + std::function aux = [&](int n) { + if (n == 0) { + return; + } + out << "(" << content; + if (n > 1) { + out << " "; + aux(n - 1); + } + out << ")?"; + }; + aux(upToN); + return out.str(); +} + const std::string SPACE_RULE = "\" \"?"; struct BuiltinRule { @@ -343,12 +360,7 @@ class SchemaConverter { 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 + "?"; - } + result += build_repetition(sub, max_times - min_times); } seq.back().first = result; seq.back().second = false; @@ -680,7 +692,7 @@ class SchemaConverter { min_items--; } if (max_items >= 0 && max_items > min_items) { - successive_items += repeat(list_item_operator + "?", max_items - min_items - 1); + successive_items += build_repetition(list_item_operator, max_items - min_items - 1); } else { successive_items += list_item_operator + "*"; } diff --git a/examples/json_schema_to_grammar.py b/examples/json_schema_to_grammar.py index f370ccf0ee944..d4daa13280f09 100755 --- a/examples/json_schema_to_grammar.py +++ b/examples/json_schema_to_grammar.py @@ -6,6 +6,12 @@ import sys from typing import Any, Dict, List, Set, Tuple, Union +def _build_repetition(content, up_to_n): + # return ' '.join([content] * n) + if up_to_n == 0: + return '' + return f'({content}{" " + _build_repetition(content, up_to_n-1) if up_to_n > 1 else ""})?' + class BuiltinRule: def __init__(self, content: str, deps: list[str] = None): self.content = content @@ -277,10 +283,13 @@ def join_seq(): (sub, sub_is_literal) = seq[-1] if min_times == 0 and max_times is None: + sub = f'"{sub}"' if sub_is_literal else sub seq[-1] = (f'{sub}*', False) elif min_times == 0 and max_times == 1: + sub = f'"{sub}"' if sub_is_literal else sub seq[-1] = (f'{sub}?', False) elif min_times == 1 and max_times is None: + sub = f'"{sub}"' if sub_is_literal else sub seq[-1] = (f'{sub}+', False) else: if not sub_is_literal: @@ -290,12 +299,17 @@ def join_seq(): 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 - ) + if sub_is_literal and min_times > 0: + result = '"' + (sub[1:-1] * min_times) + '"' + else: + result = ' '.join([sub] * min_times) + + if min_times < max_times: + if min_times > 0: + result += ' ' + result += _build_repetition(sub, max_times - min_times) + + seq[-1] = (result, False) else: literal = '' while i < length: @@ -411,7 +425,7 @@ def add_component(comp_schema, is_required): 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) + successive_items += _build_repetition(list_item_operator, max_items - min_items - 1) else: successive_items += list_item_operator + "*" if min_items == 0: diff --git a/examples/server/json-schema-to-grammar.mjs.hpp b/examples/server/json-schema-to-grammar.mjs.hpp index 257a264bb67a0..688f6acaada6a 100644 --- a/examples/server/json-schema-to-grammar.mjs.hpp +++ b/examples/server/json-schema-to-grammar.mjs.hpp @@ -10,1715 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0x67, - 0x72, 0x6f, 0x75, 0x70, 0x5d, 0x3b, 0x0a, 0x20, 0x20, 0x7d, 0x0a, 0x7d, - 0x0a + 0x0a, 0x20, 0x20, 0x7d, 0x0a, 0x7d, 0x0a }; -unsigned int json_schema_to_grammar_mjs_len = 20641; +unsigned int json_schema_to_grammar_mjs_len = 20971; diff --git a/examples/server/public/json-schema-to-grammar.mjs b/examples/server/public/json-schema-to-grammar.mjs index 1c61488fb3cfb..7838a79fdc26d 100644 --- a/examples/server/public/json-schema-to-grammar.mjs +++ b/examples/server/public/json-schema-to-grammar.mjs @@ -1,6 +1,13 @@ // WARNING: This file was ported from json_schema_to_grammar.py, please fix bugs / add features there first. const SPACE_RULE = '" "?'; +function _buildRepetition(content, upToN) { + if (upToN === 0) { + return ''; + } + return `(${content}${upToN > 1 ? ` ${_buildRepetition(content, upToN - 1)}` : ''})?`; +} + class BuiltinRule { constructor(content, deps) { this.content = content; @@ -281,9 +288,20 @@ export class SchemaConverter { sub = id; } - const repeatedSub = Array.from({ length: minTimes }, () => subIsLiteral ? `"${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]; + let result; + if (subIsLiteral && minTimes > 0) { + result = `"${sub.slice(1, -1).repeat(minTimes)}"`; + } else { + result = Array.from({ length: minTimes }, () => sub).join(' '); + } + + if (minTimes < maxTimes) { + if (minTimes > 0) { + result += ' '; + } + result += _buildRepetition(sub, maxTimes - minTimes); + } + seq[seq.length - 1] = [result, false]; } } else { let literal = ''; @@ -409,7 +427,7 @@ export class SchemaConverter { minItems--; } if (maxItems !== undefined && maxItems > minItems) { - successiveItems += `${listItemOperator}?`.repeat(maxItems - minItems - 1); + successiveItems += _buildRepetition(listItemOperator, maxItems - minItems - 1); } else { successiveItems += `${listItemOperator}*`; } diff --git a/tests/test-json-schema-to-grammar.cpp b/tests/test-json-schema-to-grammar.cpp index 9a0ba13bb5172..9adb415693420 100755 --- a/tests/test-json-schema-to-grammar.cpp +++ b/tests/test-json-schema-to-grammar.cpp @@ -307,7 +307,7 @@ static void test_all(const std::string & lang, std::function Date: Mon, 8 Apr 2024 20:10:15 +0100 Subject: [PATCH 05/16] grammars: add troubleshooting section to readme --- grammars/README.md | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/grammars/README.md b/grammars/README.md index e1383fa5c6a58..5c210de4cdcc3 100644 --- a/grammars/README.md +++ b/grammars/README.md @@ -89,3 +89,13 @@ This guide provides a brief overview. Check out the GBNF files in this directory ``` ./main -m --grammar-file grammars/some-grammar.gbnf -p 'Some prompt' ``` + +## Troubleshooting + +Grammars currently have performance gotchas (see https://github.com/ggerganov/llama.cpp/issues/4218). + +### Efficient optional repetitions + +A common pattern is to allow repetitions of a pattern `x` up to N times. + +While semantically correct, the syntax `x? x? x?.... x?` (with N repetitions) will result in extremely slow inference. Instead, you can write `(x (x (x ... (x)?...)?)?)?` (w/ N-deep nesting) \ No newline at end of file From dcf5d3283a29a0c539017ac20493e98034bc03cc Mon Sep 17 00:00:00 2001 From: ochafik Date: Mon, 8 Apr 2024 20:14:36 +0100 Subject: [PATCH 06/16] json: cap length of numbers to 15 digits before/after decimal point (avoids infinite gen, e.g. "one third" -> `0.333333333333...`) --- common/json-schema-to-grammar.cpp | 8 +- examples/json_schema_to_grammar.py | 8 +- .../server/json-schema-to-grammar.mjs.hpp | 3264 +++++++++-------- .../server/public/json-schema-to-grammar.mjs | 8 +- tests/test-json-schema-to-grammar.cpp | 57 +- 5 files changed, 1702 insertions(+), 1643 deletions(-) diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp index 659a16249986d..eb361bd81dae3 100644 --- a/common/json-schema-to-grammar.cpp +++ b/common/json-schema-to-grammar.cpp @@ -35,10 +35,14 @@ struct BuiltinRule { std::vector deps; }; +const std::string _up_to_15_digits = build_repetition("[0-9]", 15); + 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", {}}}, + {"decimal-part", {"[0-9] " + _up_to_15_digits, {}}}, + {"integral-part", {"[0-9] | [1-9] " + _up_to_15_digits, {}}}, + {"number", {"(\"-\"? integral-part) (\".\" decimal-part)? ([eE] [-+]? integral-part)? space", {"integral-part", "decimal-part"}}}, + {"integer", {"(\"-\"? integral-part) space", {"integral-part"}}}, {"value", {"object | array | string | number | boolean | null", {"object", "array", "string", "number", "boolean", "null"}}}, {"object", {"\"{\" space ( string \":\" space value (\",\" space string \":\" space value)* )? \"}\" space", {"string", "value"}}}, {"array", {"\"[\" space ( value (\",\" space value)* )? \"]\" space", {"value"}}}, diff --git a/examples/json_schema_to_grammar.py b/examples/json_schema_to_grammar.py index d4daa13280f09..7e7564bb97410 100755 --- a/examples/json_schema_to_grammar.py +++ b/examples/json_schema_to_grammar.py @@ -17,14 +17,18 @@ def __init__(self, content: str, deps: list[str] = None): self.content = content self.deps = deps or [] +_up_to_15_digits = _build_repetition('[0-9]', 15) + # whitespace is constrained to a single space char to prevent model "running away" in # whitespace. Also maybe improves generation quality? SPACE_RULE = '" "?' PRIMITIVE_RULES = { 'boolean' : BuiltinRule('("true" | "false") space', []), - 'number' : BuiltinRule('("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space', []), - 'integer' : BuiltinRule('("-"? ([0-9] | [1-9] [0-9]*)) space', []), + 'decimal-part' : BuiltinRule('[0-9] ' + _up_to_15_digits, []), + 'integral-part': BuiltinRule('[0-9] | [1-9] ' + _up_to_15_digits, []), + 'number' : BuiltinRule('("-"? integral-part) ("." decimal-part)? ([eE] [-+]? integral-part)? space', ['integral-part', 'decimal-part']), + 'integer' : BuiltinRule('("-"? integral-part) space', ['integral-part']), 'value' : BuiltinRule('object | array | string | number | boolean | null', ['object', 'array', 'string', 'number', 'boolean', 'null']), 'object' : BuiltinRule('"{" space ( string ":" space value ("," space string ":" space value)* )? "}" space', ['string', 'value']), 'array' : BuiltinRule('"[" space ( value ("," space value)* )? "]" space', ['value']), diff --git a/examples/server/json-schema-to-grammar.mjs.hpp b/examples/server/json-schema-to-grammar.mjs.hpp index 688f6acaada6a..02b6aa474c0bc 100644 --- a/examples/server/json-schema-to-grammar.mjs.hpp +++ b/examples/server/json-schema-to-grammar.mjs.hpp @@ -35,1717 +35,1737 @@ unsigned char json_schema_to_grammar_mjs[] = { 0x68, 0x69, 0x73, 0x2e, 0x64, 0x65, 0x70, 0x73, 0x20, 0x3d, 0x20, 0x64, 0x65, 0x70, 0x73, 0x20, 0x7c, 0x7c, 0x20, 0x5b, 0x5d, 0x3b, 0x0a, 0x20, 0x20, 0x7d, 0x0a, 0x7d, 0x0a, 0x0a, 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x20, - 0x50, 0x52, 0x49, 0x4d, 0x49, 0x54, 0x49, 0x56, 0x45, 0x5f, 0x52, 0x55, - 0x4c, 0x45, 0x53, 0x20, 0x3d, 0x20, 0x7b, 0x0a, 0x20, 0x20, 0x62, 0x6f, - 0x6f, 0x6c, 0x65, 0x61, 0x6e, 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, - 0x20, 0x3a, 0x20, 0x6e, 0x65, 0x77, 0x20, 0x42, 0x75, 0x69, 0x6c, 0x74, - 0x69, 0x6e, 0x52, 0x75, 0x6c, 0x65, 0x28, 0x27, 0x28, 0x22, 0x74, 0x72, - 0x75, 0x65, 0x22, 0x20, 0x7c, 0x20, 0x22, 0x66, 0x61, 0x6c, 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b/examples/server/public/json-schema-to-grammar.mjs index 7838a79fdc26d..7de315232ec10 100644 --- a/examples/server/public/json-schema-to-grammar.mjs +++ b/examples/server/public/json-schema-to-grammar.mjs @@ -15,10 +15,14 @@ class BuiltinRule { } } +const UP_TO_15_DIGITS = _buildRepetition('[0-9]', 15); + const PRIMITIVE_RULES = { boolean : new BuiltinRule('("true" | "false") space', []), - number : new BuiltinRule('("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space', []), - integer : new BuiltinRule('("-"? ([0-9] | [1-9] [0-9]*)) space', []), + 'decimal-part' : new BuiltinRule('[0-9] ' + UP_TO_15_DIGITS, []), + 'integral-part': new BuiltinRule('[0-9] | [1-9] ' + UP_TO_15_DIGITS, []), + number : new BuiltinRule('("-"? integral-part) ("." decimal-part)? ([eE] [-+]? integral-part)? space', ['integral-part', 'decimal-part']), + integer : new BuiltinRule('("-"? integral-part) space', ['integral-part']), value : new BuiltinRule('object | array | string | number | boolean | null', ['object', 'array', 'string', 'number', 'boolean', 'null']), object : new BuiltinRule('"{" space ( string ":" space value ("," space string ":" space value)* )? "}" space', ['string', 'value']), array : new BuiltinRule('"[" space ( value ("," space value)* )? "]" space', ['value']), diff --git a/tests/test-json-schema-to-grammar.cpp b/tests/test-json-schema-to-grammar.cpp index 9adb415693420..f334f957769cd 100755 --- a/tests/test-json-schema-to-grammar.cpp +++ b/tests/test-json-schema-to-grammar.cpp @@ -104,8 +104,10 @@ static void test_all(const std::string & lang, std::function Date: Mon, 8 Apr 2024 23:06:42 +0100 Subject: [PATCH 07/16] json: unify all repetition code (w/ or w/o sep) --- common/json-schema-to-grammar.cpp | 137 +- examples/json_schema_to_grammar.py | 95 +- .../server/json-schema-to-grammar.mjs.hpp | 3354 +++++++++-------- .../server/public/json-schema-to-grammar.mjs | 113 +- tests/test-json-schema-to-grammar.cpp | 14 +- 5 files changed, 1868 insertions(+), 1845 deletions(-) diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp index eb361bd81dae3..d1ebb9a044197 100644 --- a/common/json-schema-to-grammar.cpp +++ b/common/json-schema-to-grammar.cpp @@ -11,21 +11,63 @@ using json = nlohmann::ordered_json; -static std::string build_repetition(const std::string & content, int upToN) { - std::ostringstream out; - std::function aux = [&](int n) { - if (n == 0) { - return; +template +static std::string join(Iterator begin, Iterator end, const std::string & separator); + +static std::string repeat(const std::string & str, size_t n); + +static std::string build_repetition(const std::string & item_rule, int min_items, int max_items, const std::string & separator_rule = "", bool item_rule_is_literal = false) { + if (separator_rule.empty()) { + if (min_items == 0 && max_items == 1) { + return item_rule + "?"; + } else if (min_items == 1 && max_items == std::numeric_limits::max()) { + return item_rule + "+"; + } + } + + std::string result; + if (min_items > 0) { + if (item_rule_is_literal && separator_rule.empty()) { + result = "\"" + repeat(std::string(item_rule.begin() + 1, item_rule.end() - 1), min_items) + "\""; + } else { + std::vector items(min_items, item_rule); + result = join(items.begin(), items.end(), separator_rule.empty() ? " " : " " + separator_rule + " "); + } + } + + std::function opt_repetitions = [&](int up_to_n, bool prefix_with_sep) -> std::string { + if (up_to_n == 0) { + return ""; + } + + std::string res; + if (!separator_rule.empty() && prefix_with_sep) { + res = separator_rule + " " + item_rule; + } else { + res = item_rule; } - out << "(" << content; - if (n > 1) { - out << " "; - aux(n - 1); + if (up_to_n > 1) { + res += " " + opt_repetitions(up_to_n - 1, true); } - out << ")?"; + return "(" + res + ")?"; }; - aux(upToN); - return out.str(); + + if (min_items > 0 && max_items != min_items) { + result += " "; + } + + if (max_items != std::numeric_limits::max()) { + result += opt_repetitions(max_items - min_items, min_items > 0); + } else { + std::string item_operator = "(" + (separator_rule.empty() ? "" : separator_rule + " ") + item_rule + ")"; + if (min_items == 0 && !separator_rule.empty()) { + result = "(" + item_rule + " " + item_operator + "*)?"; + } else { + result += item_operator + "*"; + } + } + + return result; } const std::string SPACE_RULE = "\" \"?"; @@ -35,7 +77,7 @@ struct BuiltinRule { std::vector deps; }; -const std::string _up_to_15_digits = build_repetition("[0-9]", 15); +const std::string _up_to_15_digits = build_repetition("[0-9]", 0, 15); std::unordered_map PRIMITIVE_RULES = { {"boolean", {"(\"true\" | \"false\") space", {}}}, @@ -333,42 +375,21 @@ class SchemaConverter { 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 { - result += build_repetition(sub, max_times - min_times); + 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); } - seq.back().first = result; - seq.back().second = false; + sub = sub_id; } + seq.back().first = build_repetition( + sub_is_literal ? "\"" + sub + "\"" : sub, + min_times, + max_times, + "", + sub_is_literal + ); + seq.back().second = false; } else { std::string literal; auto is_non_literal = [&](char c) { @@ -686,27 +707,11 @@ class SchemaConverter { 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 += build_repetition(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); + int max_items = max_items_json.is_number_integer() ? max_items_json.get() : std::numeric_limits::max(); + + return _add_rule(rule_name, "\"[\" space " + build_repetition(item_rule_name, min_items, max_items, "\",\" space") + " \"]\" space"); } } else if ((schema_type.is_null() || schema_type == "string") && schema.contains("pattern")) { return _visit_pattern(schema["pattern"], rule_name); diff --git a/examples/json_schema_to_grammar.py b/examples/json_schema_to_grammar.py index 7e7564bb97410..acd98b70c5bc5 100755 --- a/examples/json_schema_to_grammar.py +++ b/examples/json_schema_to_grammar.py @@ -6,18 +6,52 @@ import sys from typing import Any, Dict, List, Set, Tuple, Union -def _build_repetition(content, up_to_n): - # return ' '.join([content] * n) - if up_to_n == 0: - return '' - return f'({content}{" " + _build_repetition(content, up_to_n-1) if up_to_n > 1 else ""})?' +def _build_repetition(item_rule, min_items, max_items, separator_rule=None, item_rule_is_literal=False): + if not separator_rule: + if min_items == 0 and max_items == 1: + return f'{item_rule}?' + elif min_items == 1 and max_items is None: + return f'{item_rule}+' + + result = '' + + if min_items > 0: + if item_rule_is_literal and separator_rule is None: + result = '"' + (item_rule[1:-1] * min_items) + '"' + else: + result = (f' {separator_rule} ' if separator_rule else ' ').join([item_rule] * min_items) + + def opt_repetitions(up_to_n, prefix_with_sep=False): + if up_to_n == 0: + return '' + + res = separator_rule + ' ' + item_rule if separator_rule and prefix_with_sep else item_rule + if up_to_n > 1: + res += ' ' + opt_repetitions(up_to_n - 1, prefix_with_sep=True) + return f'({res})?' + + if min_items > 0 and max_items != min_items: + result += ' ' + + if max_items is not None: + result += opt_repetitions(max_items - min_items, prefix_with_sep=min_items > 0) + else: + item_operator = f'({separator_rule + " " if separator_rule else ""}{item_rule})' + + if min_items == 0 and separator_rule: + result = f'({item_rule} {item_operator}*)?' + else: + result += f'{item_operator}*' + + return result + class BuiltinRule: def __init__(self, content: str, deps: list[str] = None): self.content = content self.deps = deps or [] -_up_to_15_digits = _build_repetition('[0-9]', 15) +_up_to_15_digits = _build_repetition('[0-9]', 0, 15) # whitespace is constrained to a single space char to prevent model "running away" in # whitespace. Also maybe improves generation quality? @@ -286,34 +320,14 @@ def join_seq(): (sub, sub_is_literal) = seq[-1] - if min_times == 0 and max_times is None: - sub = f'"{sub}"' if sub_is_literal else sub - seq[-1] = (f'{sub}*', False) - elif min_times == 0 and max_times == 1: - sub = f'"{sub}"' if sub_is_literal else sub - seq[-1] = (f'{sub}?', False) - elif min_times == 1 and max_times is None: - sub = f'"{sub}"' if sub_is_literal else sub - 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 - - if sub_is_literal and min_times > 0: - result = '"' + (sub[1:-1] * min_times) + '"' - else: - result = ' '.join([sub] * min_times) + 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 - if min_times < max_times: - if min_times > 0: - result += ' ' - result += _build_repetition(sub, max_times - min_times) - - seq[-1] = (result, False) + seq[-1] = (_build_repetition(f'"{sub}"' if sub_is_literal else sub, min_times, max_times, item_rule_is_literal=sub_is_literal), False) else: literal = '' while i < length: @@ -421,22 +435,9 @@ def add_component(comp_schema, is_required): ' "]" 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 += _build_repetition(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) + return self._add_rule(rule_name, '"[" space ' + _build_repetition(item_rule_name, min_items, max_items, separator_rule='"," space') + ' "]" space') elif schema_type in (None, 'string') and 'pattern' in schema: return self._visit_pattern(schema['pattern'], rule_name) diff --git a/examples/server/json-schema-to-grammar.mjs.hpp b/examples/server/json-schema-to-grammar.mjs.hpp index 02b6aa474c0bc..265f3b56ecb4c 100644 --- a/examples/server/json-schema-to-grammar.mjs.hpp +++ b/examples/server/json-schema-to-grammar.mjs.hpp @@ -12,1760 +12,1764 @@ unsigned char json_schema_to_grammar_mjs[] = { 0x5f, 0x52, 0x55, 0x4c, 0x45, 0x20, 0x3d, 0x20, 0x27, 0x22, 0x20, 0x22, 0x3f, 0x27, 0x3b, 0x0a, 0x0a, 0x66, 0x75, 0x6e, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x20, 0x5f, 0x62, 0x75, 0x69, 0x6c, 0x64, 0x52, 0x65, 0x70, 0x65, - 0x74, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x28, 0x63, 0x6f, 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0x2c, + 0x20, 0x67, 0x72, 0x6f, 0x75, 0x70, 0x5d, 0x3b, 0x0a, 0x20, 0x20, 0x7d, + 0x0a, 0x7d, 0x0a }; -unsigned int json_schema_to_grammar_mjs_len = 21212; +unsigned int json_schema_to_grammar_mjs_len = 21255; diff --git a/examples/server/public/json-schema-to-grammar.mjs b/examples/server/public/json-schema-to-grammar.mjs index 7de315232ec10..90e325b4b5875 100644 --- a/examples/server/public/json-schema-to-grammar.mjs +++ b/examples/server/public/json-schema-to-grammar.mjs @@ -1,11 +1,56 @@ // WARNING: This file was ported from json_schema_to_grammar.py, please fix bugs / add features there first. const SPACE_RULE = '" "?'; -function _buildRepetition(content, upToN) { - if (upToN === 0) { - return ''; +function _buildRepetition(itemRule, minItems, maxItems, opts={}) { + const separatorRule = opts.separatorRule ?? ''; + const itemRuleIsLiteral = opts.itemRuleIsLiteral ?? false + + if (separatorRule === '') { + if (minItems === 0 && maxItems === 1) { + return `${itemRule}?`; + } else if (minItems === 1 && maxItems === undefined) { + return `${itemRule}+`; + } + } + + let result = ''; + if (minItems > 0) { + if (itemRuleIsLiteral && separatorRule === '') { + result = `"${itemRule.slice(1, -1).repeat(minItems)}"`; + } else { + result = Array.from({ length: minItems }, () => itemRule) + .join(separatorRule !== '' ? ` ${separatorRule} ` : ' '); + } + } + + const optRepetitions = (upToN, prefixWithSep=false) => { + if (upToN === 0) { + return ''; + } + let res = separatorRule !== '' && prefixWithSep ? separatorRule + ' ' + itemRule : itemRule; + if (upToN > 1) { + res += ' ' + optRepetitions(upToN - 1, true); + } + return `(${res})?`; + }; + + if (minItems > 0 && maxItems !== minItems) { + result += ' '; + } + + if (maxItems !== undefined) { + result += optRepetitions(maxItems - minItems, minItems > 0); + } else { + const itemOperator = `(${separatorRule !== '' ? separatorRule + ' ' : ''}${itemRule})`; + + if (minItems === 0 && separatorRule !== '') { + result = `(${itemRule} ${itemOperator}*)?`; + } else { + result += `${itemOperator}*`; + } } - return `(${content}${upToN > 1 ? ` ${_buildRepetition(content, upToN - 1)}` : ''})?`; + + return result; } class BuiltinRule { @@ -15,7 +60,7 @@ class BuiltinRule { } } -const UP_TO_15_DIGITS = _buildRepetition('[0-9]', 15); +const UP_TO_15_DIGITS = _buildRepetition('[0-9]', 0, 15); const PRIMITIVE_RULES = { boolean : new BuiltinRule('("true" | "false") space', []), @@ -276,37 +321,19 @@ export class SchemaConverter { let [sub, subIsLiteral] = seq[seq.length - 1]; - if (minTimes === 0 && maxTimes === Infinity) { - seq[seq.length - 1] = [`${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; - } - - let result; - if (subIsLiteral && minTimes > 0) { - result = `"${sub.slice(1, -1).repeat(minTimes)}"`; - } else { - result = Array.from({ length: minTimes }, () => sub).join(' '); - } - - if (minTimes < maxTimes) { - if (minTimes > 0) { - result += ' '; - } - result += _buildRepetition(sub, maxTimes - minTimes); + if (!subIsLiteral) { + let id = subRuleIds[sub]; + if (id === undefined) { + id = this._addRule(`${name}-${Object.keys(subRuleIds).length + 1}`, sub); + subRuleIds[sub] = id; } - seq[seq.length - 1] = [result, false]; + sub = id; } + + seq[seq.length - 1] = [ + _buildRepetition(subIsLiteral ? `"${sub}"` : sub, minTimes, maxTimes, {itemRuleIsLiteral: subIsLiteral}), + false + ]; } else { let literal = ''; while (i < length) { @@ -422,23 +449,9 @@ export class SchemaConverter { ); } else { const itemRuleName = this.visit(items, `${name ?? ''}${name ? '-' : ''}item`); - const listItemOperator = `( "," space ${itemRuleName} )`; - let successiveItems = ''; - let minItems = schema.minItems || 0; + const minItems = schema.minItems || 0; const maxItems = schema.maxItems; - if (minItems > 0) { - successiveItems = listItemOperator.repeat(minItems - 1); - minItems--; - } - if (maxItems !== undefined && maxItems > minItems) { - successiveItems += _buildRepetition(listItemOperator, maxItems - minItems - 1); - } else { - successiveItems += `${listItemOperator}*`; - } - const rule = minItems === 0 - ? `"[" space ( ${itemRuleName} ${successiveItems} )? "]" space` - : `"[" space ${itemRuleName} ${successiveItems} "]" space`; - return this._addRule(ruleName, rule); + return this._addRule(ruleName, '"[" space ' + _buildRepetition(itemRuleName, minItems, maxItems, {separatorRule: '"," space'}) + ' "]" space'); } } else if ((schemaType === undefined || schemaType === 'string') && 'pattern' in schema) { return this._visitPattern(schema.pattern, ruleName); diff --git a/tests/test-json-schema-to-grammar.cpp b/tests/test-json-schema-to-grammar.cpp index f334f957769cd..314d9a83f5080 100755 --- a/tests/test-json-schema-to-grammar.cpp +++ b/tests/test-json-schema-to-grammar.cpp @@ -282,7 +282,7 @@ static void test_all(const std::string & lang, std::function Date: Mon, 8 Apr 2024 23:08:53 +0100 Subject: [PATCH 08/16] json: support string minLength/maxLength --- common/json-schema-to-grammar.cpp | 11 +- examples/json_schema_to_grammar.py | 15 +- .../server/json-schema-to-grammar.mjs.hpp | 2978 +++++++++-------- .../server/public/json-schema-to-grammar.mjs | 13 +- tests/test-json-schema-to-grammar.cpp | 157 +- 5 files changed, 1623 insertions(+), 1551 deletions(-) diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp index d1ebb9a044197..fab3717a9126e 100644 --- a/common/json-schema-to-grammar.cpp +++ b/common/json-schema-to-grammar.cpp @@ -93,10 +93,8 @@ std::unordered_map PRIMITIVE_RULES = { "\"-\" [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", {}}}, + {"char", {"[^\"\\\\] | \"\\\\\" ([\"\\\\/bfnrt] | \"u\" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])", {}}}, + {"string", {"\"\\\"\" char* \"\\\"\" space", {"char"}}}, {"null", {"\"null\" space", {}}}, }; @@ -720,6 +718,11 @@ class SchemaConverter { } else if ((schema_type.is_null() || schema_type == "string") && STRING_FORMAT_RULES.find(schema_format + "-string") != STRING_FORMAT_RULES.end()) { auto prim_name = schema_format + "-string"; return _add_rule(rule_name, _add_primitive(prim_name, STRING_FORMAT_RULES.at(prim_name))); + } else if (schema_type == "string" && (schema.contains("minLength") || schema.contains("maxLength"))) { + std::string char_rule = _add_primitive("char", PRIMITIVE_RULES.at("char")); + int min_len = schema.contains("minLength") ? schema["minLength"].get() : 0; + int max_len = schema.contains("maxLength") ? schema["maxLength"].get() : std::numeric_limits::max(); + return _add_rule(rule_name, "\"\\\"\" " + build_repetition(char_rule, min_len, max_len) + " \"\\\"\" space"); } else if (schema.empty() || schema_type == "object") { return _add_rule(rule_name, _add_primitive("object", PRIMITIVE_RULES.at("object"))); } else { diff --git a/examples/json_schema_to_grammar.py b/examples/json_schema_to_grammar.py index acd98b70c5bc5..6f600c000bf51 100755 --- a/examples/json_schema_to_grammar.py +++ b/examples/json_schema_to_grammar.py @@ -66,11 +66,9 @@ def __init__(self, content: str, deps: list[str] = None): 'value' : BuiltinRule('object | array | string | number | boolean | null', ['object', 'array', 'string', 'number', 'boolean', 'null']), 'object' : BuiltinRule('"{" space ( string ":" space value ("," space string ":" space value)* )? "}" space', ['string', 'value']), 'array' : BuiltinRule('"[" space ( value ("," space value)* )? "]" space', ['value']), - 'uuid' : BuiltinRule('"\\"" ' + ' "-" '.join('[0-9a-fA-F]' * n for n in [8, 4, 4, 4, 12]) + ' "\\"" space', []), - 'string' : BuiltinRule(r''' "\"" ( - [^"\\] | - "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F]) - )* "\"" space''', []), + 'uuid' : BuiltinRule(r'"\"" ' + ' "-" '.join('[0-9a-fA-F]' * n for n in [8, 4, 4, 4, 12]) + r' "\"" space', []), + 'char' : BuiltinRule(r'[^"\\] | "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])', []), + 'string' : BuiltinRule(r'"\"" char* "\"" space', ['char']), 'null' : BuiltinRule('"null" space', []), } @@ -452,6 +450,13 @@ def add_component(comp_schema, is_required): prim_name = f'{schema_format}-string' return self._add_rule(rule_name, self._add_primitive(prim_name, STRING_FORMAT_RULES[prim_name])) + elif schema_type == 'string' and ('minLength' in schema or 'maxLength' in schema): + char_rule = self._add_primitive('char', PRIMITIVE_RULES['char']) + min_len = schema.get('minLength', 0) + max_len = schema.get('maxLength') + + return self._add_rule(rule_name, r'"\"" ' + _build_repetition(char_rule, min_len, max_len) + r' "\"" space') + elif (schema_type == 'object') or (len(schema) == 0): return self._add_rule(rule_name, self._add_primitive('object', PRIMITIVE_RULES['object'])) diff --git a/examples/server/json-schema-to-grammar.mjs.hpp b/examples/server/json-schema-to-grammar.mjs.hpp index 265f3b56ecb4c..9e2af52256a97 100644 --- a/examples/server/json-schema-to-grammar.mjs.hpp +++ b/examples/server/json-schema-to-grammar.mjs.hpp @@ -231,1545 +231,1579 @@ unsigned char json_schema_to_grammar_mjs[] = { 0x27, 0x29, 0x29, 0x2e, 0x6a, 0x6f, 0x69, 0x6e, 0x28, 0x27, 0x20, 0x22, 0x2d, 0x22, 0x20, 0x27, 0x29, 0x20, 0x2b, 0x20, 0x27, 0x20, 0x22, 0x5c, 0x5c, 0x22, 0x22, 0x20, 0x73, 0x70, 0x61, 0x63, 0x65, 0x27, 0x2c, 0x20, - 0x5b, 0x5d, 0x29, 0x2c, 0x0a, 0x20, 0x20, 0x73, 0x74, 0x72, 0x69, 0x6e, - 0x67, 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 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0x6e, 0x67, 0x74, 0x68, + 0x20, 0x3e, 0x20, 0x30, 0x29, 0x20, 0x7b, 0x0a, 0x20, 0x20, 0x20, 0x20, + 0x79, 0x69, 0x65, 0x6c, 0x64, 0x20, 0x5b, 0x6c, 0x61, 0x73, 0x74, 0x4b, + 0x65, 0x79, 0x2c, 0x20, 0x67, 0x72, 0x6f, 0x75, 0x70, 0x5d, 0x3b, 0x0a, + 0x20, 0x20, 0x7d, 0x0a, 0x7d, 0x0a }; -unsigned int json_schema_to_grammar_mjs_len = 21255; +unsigned int json_schema_to_grammar_mjs_len = 21666; diff --git a/examples/server/public/json-schema-to-grammar.mjs b/examples/server/public/json-schema-to-grammar.mjs index 90e325b4b5875..26f06d369c7cf 100644 --- a/examples/server/public/json-schema-to-grammar.mjs +++ b/examples/server/public/json-schema-to-grammar.mjs @@ -72,11 +72,9 @@ const PRIMITIVE_RULES = { object : new BuiltinRule('"{" space ( string ":" space value ("," space string ":" space value)* )? "}" space', ['string', 'value']), array : new BuiltinRule('"[" space ( value ("," space value)* )? "]" space', ['value']), uuid : new BuiltinRule('"\\"" ' + [8, 4, 4, 4, 12].map(n => [...new Array(n)].map(_ => '[0-9a-fA-F]').join('')).join(' "-" ') + ' "\\"" space', []), - string : new BuiltinRule(` "\\"" ( - [^"\\\\] | - "\\\\" (["\\\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F]) - )* "\\"" space`, []), - null: new BuiltinRule('"null" space', []), + char : new BuiltinRule(`[^"\\\\] | "\\\\" (["\\\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])`, []), + string : new BuiltinRule(`"\\"" char* "\\"" space`, ['char']), + null : new BuiltinRule('"null" space', []), }; // TODO: support "uri", "email" string formats @@ -463,6 +461,11 @@ export class SchemaConverter { } else if ((schemaType === undefined || schemaType === 'string') && `${schema.format}-string` in STRING_FORMAT_RULES) { const primName = `${schema.format}-string` return this._addRule(ruleName, this._addPrimitive(primName, STRING_FORMAT_RULES[primName])); + } else if (schemaType === 'string' && ('minLength' in schema || 'maxLength' in schema)) { + const charRuleName = this._addPrimitive('char', PRIMITIVE_RULES['char']); + const minLen = schema.minLength || 0; + const maxLen = schema.maxLength; + return this._addRule(ruleName, '"\\\"" ' + _buildRepetition(charRuleName, minLen, maxLen) + ' "\\\"" space'); } else if ((schemaType === 'object') || (Object.keys(schema).length === 0)) { return this._addRule(ruleName, this._addPrimitive('object', PRIMITIVE_RULES['object'])); } else { diff --git a/tests/test-json-schema-to-grammar.cpp b/tests/test-json-schema-to-grammar.cpp index 314d9a83f5080..2bd5e65c78333 100755 --- a/tests/test-json-schema-to-grammar.cpp +++ b/tests/test-json-schema-to-grammar.cpp @@ -104,6 +104,7 @@ static void test_all(const std::string & lang, std::function Date: Mon, 8 Apr 2024 23:35:28 +0100 Subject: [PATCH 09/16] server+json: update server/README w/ result_format --- examples/server/README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/examples/server/README.md b/examples/server/README.md index a6fc92eaa9b29..ae313120a1440 100644 --- a/examples/server/README.md +++ b/examples/server/README.md @@ -11,6 +11,7 @@ Set of LLM REST APIs and a simple web front end to interact with llama.cpp. * Continuous batching * Multimodal (wip) * Monitoring endpoints + * Schema-constrained JSON response format The project is under active development, and we are [looking for feedback and contributors](https://github.com/ggerganov/llama.cpp/issues/4216). @@ -250,6 +251,8 @@ node index.js `grammar`: Set grammar for grammar-based sampling. Default: no grammar + `response_format`: Set the response format. Only supports JSON (e.g. `{"type": "json_object"}`), optionally with a schema (e.g. `{"type": "json_object", "schema": {"type": "string", "minLength": 10, "maxLength": 100}}`). See [test-json-schema-to-grammar.cpp](../../tests/test-json-schema-to-grammar.cpp). Default: no response format. + `seed`: Set the random number generator (RNG) seed. Default: `-1`, which is a random seed. `ignore_eos`: Ignore end of stream token and continue generating. Default: `false` From 3c81e944ce1d3b4fcc14ea1099ef3041a8c3b84b Mon Sep 17 00:00:00 2001 From: ochafik Date: Tue, 9 Apr 2024 00:02:04 +0100 Subject: [PATCH 10/16] nits --- examples/server/copy.mjs.hpp | 0 examples/server/json-schema-to-grammar.hpp | 0 grammars/README.md | 2 +- 3 files changed, 1 insertion(+), 1 deletion(-) delete mode 100644 examples/server/copy.mjs.hpp delete mode 100644 examples/server/json-schema-to-grammar.hpp diff --git a/examples/server/copy.mjs.hpp b/examples/server/copy.mjs.hpp deleted file mode 100644 index e69de29bb2d1d..0000000000000 diff --git a/examples/server/json-schema-to-grammar.hpp b/examples/server/json-schema-to-grammar.hpp deleted file mode 100644 index e69de29bb2d1d..0000000000000 diff --git a/grammars/README.md b/grammars/README.md index 5c210de4cdcc3..c924e8d46e5cb 100644 --- a/grammars/README.md +++ b/grammars/README.md @@ -98,4 +98,4 @@ Grammars currently have performance gotchas (see https://github.com/ggerganov/ll A common pattern is to allow repetitions of a pattern `x` up to N times. -While semantically correct, the syntax `x? x? x?.... x?` (with N repetitions) will result in extremely slow inference. Instead, you can write `(x (x (x ... (x)?...)?)?)?` (w/ N-deep nesting) \ No newline at end of file +While semantically correct, the syntax `x? x? x?.... x?` (with N repetitions) will result in extremely slow inference. Instead, you can write `(x (x (x ... (x)?...)?)?)?` (w/ N-deep nesting) From 67a5184fa3cad0996dee67399724672d4ab95f1e Mon Sep 17 00:00:00 2001 From: ochafik Date: Tue, 9 Apr 2024 00:07:18 +0100 Subject: [PATCH 11/16] json: fix type error w/ python 3.8 --- examples/json_schema_to_grammar.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/json_schema_to_grammar.py b/examples/json_schema_to_grammar.py index 6f600c000bf51..1aa582824f730 100755 --- a/examples/json_schema_to_grammar.py +++ b/examples/json_schema_to_grammar.py @@ -47,7 +47,7 @@ def opt_repetitions(up_to_n, prefix_with_sep=False): class BuiltinRule: - def __init__(self, content: str, deps: list[str] = None): + def __init__(self, content: str, deps: list = None): self.content = content self.deps = deps or [] From 9c33ee99302caac14c79f12c43e7a61462dc0730 Mon Sep 17 00:00:00 2001 From: Olivier Chafik Date: Tue, 9 Apr 2024 15:30:59 +0100 Subject: [PATCH 12/16] json: fix server/README (json_schema in /completion vs. result_format in /v1/chat/completions) --- examples/server/README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/examples/server/README.md b/examples/server/README.md index ae313120a1440..918ac1295d660 100644 --- a/examples/server/README.md +++ b/examples/server/README.md @@ -251,7 +251,7 @@ node index.js `grammar`: Set grammar for grammar-based sampling. Default: no grammar - `response_format`: Set the response format. Only supports JSON (e.g. `{"type": "json_object"}`), optionally with a schema (e.g. `{"type": "json_object", "schema": {"type": "string", "minLength": 10, "maxLength": 100}}`). See [test-json-schema-to-grammar.cpp](../../tests/test-json-schema-to-grammar.cpp). Default: no response format. + `json_schema`: Set a JSON schema for grammar-based sampling (e.g. `{"items": {"type": "string"}, "minItems": 10, "maxItems": 100}` of a list of strings, or `{}` for any JSON). See [tests](../../tests/test-json-schema-to-grammar.cpp) for supported features. Default: no JSON schema. `seed`: Set the random number generator (RNG) seed. Default: `-1`, which is a random seed. @@ -368,6 +368,8 @@ Notice that each `probs` is an array of length `n_probs`. See [OpenAI Chat Completions API documentation](https://platform.openai.com/docs/api-reference/chat). While some OpenAI-specific features such as function calling aren't supported, llama.cpp `/completion`-specific features such as `mirostat` are supported. + The `response_format` parameter supports both plain JSON output (e.g. `{"type": "json_object"}`) and schema-constrained JSON (e.g. `{"type": "json_object", "schema": {"type": "string", "minLength": 10, "maxLength": 100}}`), similar to other OpenAI-inspired API providers. + *Examples:* You can use either Python `openai` library with appropriate checkpoints: From ed13d47c1b75435dbfc94530223562e7f95dae1f Mon Sep 17 00:00:00 2001 From: ochafik Date: Fri, 12 Apr 2024 02:39:58 +0100 Subject: [PATCH 13/16] json: simplify DOT `{"type": "string", "pattern": "^.$"}` --- common/json-schema-to-grammar.cpp | 2 +- examples/json_schema_to_grammar.py | 2 +- .../server/json-schema-to-grammar.mjs.hpp | 2187 ++++++++--------- .../server/public/json-schema-to-grammar.mjs | 2 +- tests/test-json-schema-to-grammar.cpp | 2 +- 5 files changed, 1096 insertions(+), 1099 deletions(-) diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp index fab3717a9126e..cbcd59941da34 100644 --- a/common/json-schema-to-grammar.cpp +++ b/common/json-schema-to-grammar.cpp @@ -257,7 +257,7 @@ class SchemaConverter { if (_dotall) { rule = "[\\U00000000-\\U0010FFFF]"; } else { - rule = "[\\U00000000-\\x09\\x0B\\x0C\\x0E-\\U0010FFFF]"; + rule = "[^\\x0A\\x0D]"; } return _add_rule("dot", rule); }; diff --git a/examples/json_schema_to_grammar.py b/examples/json_schema_to_grammar.py index 1aa582824f730..1d7d7264810d9 100755 --- a/examples/json_schema_to_grammar.py +++ b/examples/json_schema_to_grammar.py @@ -83,7 +83,7 @@ def __init__(self, content: str, deps: list = None): } DOTALL = '[\\U00000000-\\U0010FFFF]' -DOT = '[\\U00000000-\\x09\\x0B\\x0C\\x0E-\\U0010FFFF]' +DOT = '[^\\x0A\\x0D]' RESERVED_NAMES = set(["root", "dot", *PRIMITIVE_RULES.keys(), *STRING_FORMAT_RULES.keys()]) diff --git a/examples/server/json-schema-to-grammar.mjs.hpp b/examples/server/json-schema-to-grammar.mjs.hpp index 9e2af52256a97..ebf5dee882b3d 100644 --- a/examples/server/json-schema-to-grammar.mjs.hpp +++ b/examples/server/json-schema-to-grammar.mjs.hpp @@ -646,1164 +646,1161 @@ unsigned char json_schema_to_grammar_mjs[] = { 0x20, 0x63, 0x68, 0x61, 0x72, 0x73, 0x20, 0x28, 0x5c, 0x78, 0x30, 0x41, 0x20, 0x61, 0x6e, 0x64, 0x20, 0x5c, 0x78, 0x4f, 0x44, 0x29, 0x0a, 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x72, 0x75, 0x6c, 0x65, 0x20, - 0x3d, 0x20, 0x27, 0x5b, 0x5c, 0x5c, 0x55, 0x30, 0x30, 0x30, 0x30, 0x30, - 0x30, 0x30, 0x30, 0x2d, 0x5c, 0x5c, 0x78, 0x30, 0x39, 0x5c, 0x5c, 0x78, - 0x30, 0x42, 0x5c, 0x5c, 0x78, 0x30, 0x43, 0x5c, 0x5c, 0x78, 0x30, 0x45, - 0x2d, 0x5c, 0x5c, 0x55, 0x30, 0x30, 0x31, 0x30, 0x46, 0x46, 0x46, 0x46, - 0x5d, 0x27, 0x3b, 0x0a, 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x7d, 0x0a, - 0x20, 0x20, 0x20, 0x20, 0x20, 0x20, 0x72, 0x65, 0x74, 0x75, 0x72, 0x6e, - 0x20, 0x74, 0x68, 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0x6f, 0x75, 0x70, + 0x5d, 0x3b, 0x0a, 0x20, 0x20, 0x7d, 0x0a, 0x7d, 0x0a }; -unsigned int json_schema_to_grammar_mjs_len = 21666; +unsigned int json_schema_to_grammar_mjs_len = 21633; diff --git a/examples/server/public/json-schema-to-grammar.mjs b/examples/server/public/json-schema-to-grammar.mjs index 26f06d369c7cf..e046b8fafee40 100644 --- a/examples/server/public/json-schema-to-grammar.mjs +++ b/examples/server/public/json-schema-to-grammar.mjs @@ -218,7 +218,7 @@ export class SchemaConverter { rule = '[\\U00000000-\\U0010FFFF]'; } else { // Accept any character... except \n and \r line break chars (\x0A and \xOD) - rule = '[\\U00000000-\\x09\\x0B\\x0C\\x0E-\\U0010FFFF]'; + rule = '[^\\x0A\\x0D]'; } return this._addRule('dot', rule); }; diff --git a/tests/test-json-schema-to-grammar.cpp b/tests/test-json-schema-to-grammar.cpp index 2bd5e65c78333..b2ce4d260a5a4 100755 --- a/tests/test-json-schema-to-grammar.cpp +++ b/tests/test-json-schema-to-grammar.cpp @@ -436,7 +436,7 @@ static void test_all(const std::string & lang, std::function Date: Fri, 12 Apr 2024 10:03:27 +0100 Subject: [PATCH 14/16] json: remove recursion in opt_repetitions (avoids Python stack overflow) --- common/json-schema-to-grammar.cpp | 18 + examples/json_schema_to_grammar.py | 18 +- .../server/json-schema-to-grammar.mjs.hpp | 3330 +++++++++-------- .../server/public/json-schema-to-grammar.mjs | 12 +- 4 files changed, 1713 insertions(+), 1665 deletions(-) diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp index cbcd59941da34..38aa6cbbb84a9 100644 --- a/common/json-schema-to-grammar.cpp +++ b/common/json-schema-to-grammar.cpp @@ -8,6 +8,7 @@ #include #include #include +#include "ggml.h" using json = nlohmann::ordered_json; @@ -36,6 +37,23 @@ static std::string build_repetition(const std::string & item_rule, int min_items } std::function opt_repetitions = [&](int up_to_n, bool prefix_with_sep) -> std::string { + auto content = prefix_with_sep && !separator_rule.empty() ? separator_rule + " " + item_rule : item_rule; + + if (up_to_n == 0) { + return ""; + } else if (up_to_n == 1) { + return "(" + content + ")?"; + } else if (!separator_rule.empty() && !prefix_with_sep) { + return "(" + content + " " + opt_repetitions(up_to_n - 1, true) + ")?"; + } else { + std::string res = repeat("(" + content + " ", up_to_n); + // strip trailing space + GGML_ASSERT(!res.empty()); + res = res.substr(0, res.length() - 1); + res += repeat(")?", up_to_n); + return res; + } + if (up_to_n == 0) { return ""; } diff --git a/examples/json_schema_to_grammar.py b/examples/json_schema_to_grammar.py index 1d7d7264810d9..826cd3f7271d1 100755 --- a/examples/json_schema_to_grammar.py +++ b/examples/json_schema_to_grammar.py @@ -22,13 +22,21 @@ def _build_repetition(item_rule, min_items, max_items, separator_rule=None, item result = (f' {separator_rule} ' if separator_rule else ' ').join([item_rule] * min_items) def opt_repetitions(up_to_n, prefix_with_sep=False): + ''' + - n=4, no sep: '(a (a (a (a)?)?)?)?' + - n=4, sep=',', prefix: '("," a ("," a ("," a ("," a)?)?)?)?' + - n=4, sep=',', no prefix: '(a ("," a ("," a ("," a)?)?)?)?' + ''' + + content = f'{separator_rule} {item_rule}' if prefix_with_sep and separator_rule else item_rule if up_to_n == 0: return '' - - res = separator_rule + ' ' + item_rule if separator_rule and prefix_with_sep else item_rule - if up_to_n > 1: - res += ' ' + opt_repetitions(up_to_n - 1, prefix_with_sep=True) - return f'({res})?' + elif up_to_n == 1: + return f'({content})?' + elif separator_rule and not prefix_with_sep: + return f'({content} {opt_repetitions(up_to_n - 1, prefix_with_sep=True)})?' + else: + return (f'({content} ' * up_to_n).rstrip() + (')?' * up_to_n) if min_items > 0 and max_items != min_items: result += ' ' diff --git a/examples/server/json-schema-to-grammar.mjs.hpp b/examples/server/json-schema-to-grammar.mjs.hpp index ebf5dee882b3d..da5035bf89f42 100644 --- 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0x72, 0x6f, 0x75, + 0x70, 0x2e, 0x6c, 0x65, 0x6e, 0x67, 0x74, 0x68, 0x20, 0x3e, 0x20, 0x30, + 0x29, 0x20, 0x7b, 0x0a, 0x20, 0x20, 0x20, 0x20, 0x79, 0x69, 0x65, 0x6c, + 0x64, 0x20, 0x5b, 0x6c, 0x61, 0x73, 0x74, 0x4b, 0x65, 0x79, 0x2c, 0x20, + 0x67, 0x72, 0x6f, 0x75, 0x70, 0x5d, 0x3b, 0x0a, 0x20, 0x20, 0x7d, 0x0a, + 0x7d, 0x0a }; -unsigned int json_schema_to_grammar_mjs_len = 21633; +unsigned int json_schema_to_grammar_mjs_len = 21866; diff --git a/examples/server/public/json-schema-to-grammar.mjs b/examples/server/public/json-schema-to-grammar.mjs index e046b8fafee40..8e0be1b405e3c 100644 --- a/examples/server/public/json-schema-to-grammar.mjs +++ b/examples/server/public/json-schema-to-grammar.mjs @@ -24,14 +24,16 @@ function _buildRepetition(itemRule, minItems, maxItems, opts={}) { } const optRepetitions = (upToN, prefixWithSep=false) => { + const content = separatorRule !== '' && prefixWithSep ? `${separatorRule} ${itemRule}` : itemRule; if (upToN === 0) { return ''; + } else if (upToN === 1) { + return `(${content})?`; + } else if (separatorRule !== '' && !prefixWithSep) { + return `(${content} ${optRepetitions(upToN - 1, true)})?`; + } else { + return Array.from({ length: upToN }, () => `(${content}`).join(' ').trim() + Array.from({ length: upToN }, () => ')?').join(''); } - let res = separatorRule !== '' && prefixWithSep ? separatorRule + ' ' + itemRule : itemRule; - if (upToN > 1) { - res += ' ' + optRepetitions(upToN - 1, true); - } - return `(${res})?`; }; if (minItems > 0 && maxItems !== minItems) { From ba90d5b7e7b50858bd38dc5c7a8e87a3fb76d477 Mon Sep 17 00:00:00 2001 From: ochafik Date: Fri, 12 Apr 2024 10:59:54 +0100 Subject: [PATCH 15/16] json: rm dead code --- common/json-schema-to-grammar.cpp | 15 --------------- 1 file changed, 15 deletions(-) diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp index 38aa6cbbb84a9..5e85473746d68 100644 --- a/common/json-schema-to-grammar.cpp +++ b/common/json-schema-to-grammar.cpp @@ -53,21 +53,6 @@ static std::string build_repetition(const std::string & item_rule, int min_items res += repeat(")?", up_to_n); return res; } - - if (up_to_n == 0) { - return ""; - } - - std::string res; - if (!separator_rule.empty() && prefix_with_sep) { - res = separator_rule + " " + item_rule; - } else { - res = item_rule; - } - if (up_to_n > 1) { - res += " " + opt_repetitions(up_to_n - 1, true); - } - return "(" + res + ")?"; }; if (min_items > 0 && max_items != min_items) { From dfd4eb3aa6111a7b40fbb13b958be664c0250e08 Mon Sep 17 00:00:00 2001 From: Olivier Chafik Date: Fri, 12 Apr 2024 14:01:19 +0100 Subject: [PATCH 16/16] json: rm useless assert & ggml.h import --- common/json-schema-to-grammar.cpp | 2 -- 1 file changed, 2 deletions(-) diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp index 5e85473746d68..0f8f1b1d41bdc 100644 --- a/common/json-schema-to-grammar.cpp +++ b/common/json-schema-to-grammar.cpp @@ -8,7 +8,6 @@ #include #include #include -#include "ggml.h" using json = nlohmann::ordered_json; @@ -48,7 +47,6 @@ static std::string build_repetition(const std::string & item_rule, int min_items } else { std::string res = repeat("(" + content + " ", up_to_n); // strip trailing space - GGML_ASSERT(!res.empty()); res = res.substr(0, res.length() - 1); res += repeat(")?", up_to_n); return res;