#!/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? 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''' "\"" ( [^"\\] | "\\" (["\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F]) )* "\"" 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_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, 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( lambda m: GRAMMAR_LITERAL_ESCAPES.get(m.group(0)), literal ) return f'"{escaped}"' 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: key = esc_name else: i = 0 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): return self._format_literal(json.dumps(value)) def visit(self, schema, name): schema_type = schema.get('type') schema_format = schema.get('format') rule_name = name + '-' if name in RESERVED_NAMES else name or 'root' 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._generate_constant_rule(schema['const'])) elif 'enum' in schema: rule = ' | '.join((self._generate_constant_rule(v) for v in schema['enum'])) return self._add_rule(rule_name, rule) 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'] ) 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 == '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(json.dumps(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 sorted(self._rules.items(), key=lambda kv: kv[0]) ) def main(args_in = None): parser = argparse.ArgumentParser( description=''' Generates a grammar (suitable for use in ./main) that produces JSON conforming to a given JSON schema. Only a subset of JSON schema features are supported; more may be added in the future. ''', ) parser.add_argument( '--prop-order', default=[], 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 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) 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()) if __name__ == '__main__': main()