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2 changes: 2 additions & 0 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0

## [Unreleased]

- fix(grammar): preserve distinct JSON Schema reference identities by @Metis-dot in #2377

## [0.3.36]

- feat: update llama.cpp to ggml-org/llama.cpp@0c1e57098
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26 changes: 19 additions & 7 deletions llama_cpp/llama_grammar.py
Original file line number Diff line number Diff line change
Expand Up @@ -387,7 +387,7 @@ def __init__(self, *, prop_order, allow_fetch, dotall, raw_pattern):
"space": SPACE_RULE,
}
self._refs = {}
self._refs_being_resolved = set()
self._ref_rules = {}

def _format_literal(self, literal):
escaped = GRAMMAR_LITERAL_ESCAPE_RE.sub(
Expand Down Expand Up @@ -683,12 +683,24 @@ def join_seq():
)

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)
if ref in self._ref_rules:
return self._ref_rules[ref]

ref_name = INVALID_RULE_CHARS_RE.sub("-", ref.split("/")[-1]) or "ref"
if ref_name in RESERVED_NAMES:
ref_name += "-"
base_name = ref_name
i = 0
while ref_name in self._rules:
ref_name = f"{base_name}{i}"
i += 1

# Reserve a distinct name before visiting recursive references.
self._ref_rules[ref] = ref_name
self._rules[ref_name] = ""
resolved_name = self.visit(self._refs[ref], ref_name)
if resolved_name != ref_name:
self._rules[ref_name] = resolved_name
return ref_name

def _generate_constant_rule(self, value):
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132 changes: 132 additions & 0 deletions tests/test_llama_grammar_refs.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,132 @@
import json
import re

import pytest

from llama_cpp.llama_grammar import SchemaConverter, json_schema_to_gbnf


def _rules(schema):
grammar = json_schema_to_gbnf(json.dumps(schema))
return dict(line.split(" ::= ", 1) for line in grammar.splitlines())


def _resolve_alias(rules, name):
seen = set()
while re.fullmatch(r"[a-zA-Z0-9-]+", rules[name]):
assert name not in seen
seen.add(name)
name = rules[name]
return rules[name]


def _assert_defined_rules(rules):
for name, body in rules.items():
assert re.fullmatch(r"[a-zA-Z0-9-]+", name)
assert body
body = re.sub(r'"(?:\\.|[^"\\])*"|\[(?:\\.|[^\]\\])*\]', "", body)
assert set(re.findall(r"[a-zA-Z][a-zA-Z0-9-]*", body)) <= rules.keys()


@pytest.mark.parametrize("names", [("Item", "Item"), ("a_b", "a-b"), ("", "Item")])
def test_grammar_distinct_references_with_colliding_names(names):
left, right = names
schema = {
"anyOf": [
{"$ref": f"#/$defs/left/$defs/{left}"},
{"$ref": f"#/$defs/right/$defs/{right}"},
],
"$defs": {
"left": {"$defs": {left: {"const": "left"}}},
"right": {"$defs": {right: {"const": "right"}}},
},
}
rules = _rules(schema)
assert rules["root"] == "alternative-0 | alternative-1"
assert _resolve_alias(rules, "alternative-0") == '"\\"left\\""'
assert _resolve_alias(rules, "alternative-1") == '"\\"right\\""'
_assert_defined_rules(rules)


@pytest.mark.parametrize("name", ["string", "integer", "space"])
def test_grammar_references_do_not_reuse_primitive_rules(name):
first = {"const": 0} if name == "space" else {"type": name}
schema = {
"type": "object",
"properties": {
"primitive": first,
"constant": {"$ref": f"#/$defs/{name}"},
},
"required": ["primitive", "constant"],
"$defs": {name: {"const": 42}},
}
rules = _rules(schema)
assert _resolve_alias(rules, "constant") == '"42"'
if name != "space":
assert rules["primitive-kv"].endswith(" " + name)
_assert_defined_rules(rules)


def test_grammar_reuses_identical_references():
schema = {
"anyOf": [{"$ref": "#/$defs/Item"}, {"$ref": "#/$defs/Item"}],
"$defs": {"Item": {"const": 42}},
}
rules = _rules(schema)
assert rules["alternative-0"] == rules["alternative-1"]
assert sum(body == '"42"' for body in rules.values()) == 1
_assert_defined_rules(rules)


@pytest.mark.parametrize("name", ["Node", "node_name", "integer"])
def test_grammar_recursive_references_have_valid_names(name):
ref = f"#/$defs/{name}"
schema = {
"anyOf": [{"$ref": ref}],
"$defs": {name: {"type": "object", "properties": {"next": {"$ref": ref}}}},
}
_assert_defined_rules(_rules(schema))


def test_grammar_recursive_references_keep_distinct_identities():
left_ref = "#/$defs/left/$defs/Node"
right_ref = "#/$defs/right/$defs/Node"
schema = {
"anyOf": [{"$ref": left_ref}],
"$defs": {
"left": {
"$defs": {
"Node": {
"type": "object",
"properties": {
"tag": {"const": "left"},
"next": {"$ref": right_ref},
},
}
}
},
"right": {
"$defs": {
"Node": {
"type": "object",
"properties": {
"tag": {"const": "right"},
"next": {"$ref": left_ref},
},
}
}
},
},
}
converter = SchemaConverter(
prop_order={}, allow_fetch=False, dotall=False, raw_pattern=False
)
converter.resolve_refs(schema, "stdin")
left_name = converter._resolve_ref("stdin" + left_ref)
right_name = converter._resolve_ref("stdin" + right_ref)
assert left_name != right_name
assert converter._resolve_ref("stdin" + left_ref) == left_name
assert converter._resolve_ref("stdin" + right_ref) == right_name
assert converter._rules[left_name + "-next"] == right_name
assert converter._rules[right_name + "-next"] == left_name
_assert_defined_rules(converter._rules)