FlakeForge / server /oracle_engine.py
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"""Oracle Engine — static and patch-coherence verification for structured claims."""
from __future__ import annotations
import ast
import logging
import re
from abc import ABC, abstractmethod
from dataclasses import dataclass, field
from pathlib import Path
from typing import Any, Dict, Iterable, List, Optional, Sequence, Tuple
try:
import libcst as cst
import libcst.matchers as m
import libcst.metadata as meta
_LIBCST_AVAILABLE = True
except ImportError:
cst = None # type: ignore[assignment]
m = None # type: ignore[assignment]
meta = None # type: ignore[assignment]
_LIBCST_AVAILABLE = False
_CST_VISITOR_BASE = cst.CSTVisitor if cst is not None else object
try:
from models import PatchHunk, StructuredThink, ThinkClaim
except ImportError:
from ..models import PatchHunk, StructuredThink, ThinkClaim
logger = logging.getLogger(__name__)
_SYNC_PRIMITIVES = {
"asyncio.Lock",
"asyncio.Semaphore",
"asyncio.Event",
"threading.Lock",
"threading.RLock",
"threading.Semaphore",
"anyio.Lock",
"trio.Lock",
}
_SYNC_ATTRS = {"Lock", "RLock", "Semaphore", "Event", "Condition"}
_MUTATING_METHODS = {"append", "extend", "pop", "clear", "update", "add", "remove", "discard", "setdefault"}
_BLOCKING_SYNC_CALLS = {"time.sleep", "requests.get", "requests.post", "urllib.request.urlopen"}
@dataclass
class OracleEvidence:
entity_resolved: bool = False
pre_condition_met: bool = False
post_condition_met: bool = False
patch_addresses_claim: bool = False
dynamic_confirmed: bool = False
notes: List[str] = field(default_factory=list)
class _SourcePair:
"""Pre-patch and post-patch source text for a single file."""
def __init__(self, pre: str, post: str) -> None:
self.pre_src = pre
self.post_src = post
self._pre_tree: Optional[ast.AST] = None
self._post_tree: Optional[ast.AST] = None
def pre_ast(self) -> Optional[ast.AST]:
if self._pre_tree is None and self.pre_src:
try:
self._pre_tree = ast.parse(self.pre_src)
except SyntaxError:
pass
return self._pre_tree
def post_ast(self) -> Optional[ast.AST]:
if self._post_tree is None and self.post_src:
try:
self._post_tree = ast.parse(self.post_src)
except SyntaxError:
pass
return self._post_tree
def _build_source_map(
pre_sources: Dict[str, str],
post_sources: Dict[str, str],
) -> Dict[str, _SourcePair]:
all_keys = {_normalise_rel(k) for k in set(pre_sources) | set(post_sources)}
return {
k: _SourcePair(
pre_sources.get(k, pre_sources.get(k.replace("/", "\\"), "")),
post_sources.get(k, post_sources.get(k.replace("/", "\\"), "")),
)
for k in all_keys
}
def _normalise_rel(path: str) -> str:
return path.replace("\\", "/").lstrip("./")
def _get_pair(path: str, source_map: Dict[str, _SourcePair]) -> Optional[_SourcePair]:
path = _normalise_rel(path)
return source_map.get(path)
def _resolve_location(location: str) -> Tuple[str, str, str]:
"""Parse 'path/to/file.py::ClassName.method' into file/class/function."""
if "::" not in location:
return _normalise_rel(location), "", ""
file_part, qual = location.split("::", 1)
parts = qual.rsplit(".", 1)
if len(parts) == 2:
return _normalise_rel(file_part), parts[0], parts[1]
return _normalise_rel(file_part), "", qual
def _get_function_src(tree: ast.AST, func_name: str, class_name: str = "") -> str:
for node in ast.walk(tree):
if isinstance(node, ast.ClassDef) and class_name and node.name == class_name:
for item in node.body:
if isinstance(item, (ast.FunctionDef, ast.AsyncFunctionDef)) and item.name == func_name:
return ast.unparse(item)
if not class_name and isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)) and node.name == func_name:
return ast.unparse(node)
return ""
def _libcst_parse_safe(source: str) -> Optional[cst.Module]:
if not _LIBCST_AVAILABLE or cst is None or not source:
return None
try:
return cst.parse_module(source)
except Exception:
return None
def _expr_name(node: Any) -> str:
if cst is None:
return ""
if isinstance(node, cst.Name):
return node.value
if isinstance(node, cst.Attribute):
left = _expr_name(node.value)
return f"{left}.{node.attr.value}" if left else node.attr.value
if isinstance(node, cst.Call):
return _expr_name(node.func)
if isinstance(node, cst.Subscript):
return _expr_name(node.value)
return ""
def _entity_leaf(entity: str) -> str:
return entity.split(".")[-1].strip()
def _targets_entity(expr: Any, entity: str) -> bool:
name = _expr_name(expr)
leaf = _entity_leaf(entity)
if not name:
return False
return name == entity or name.endswith(f".{leaf}") or name == leaf
def _iter_hunks_for_claim(claim: ThinkClaim, patch_hunks: Sequence[PatchHunk]) -> List[PatchHunk]:
if not patch_hunks:
return []
exact = [h for h in patch_hunks if h.addresses_claim and h.addresses_claim == claim.claim_id]
if exact:
return exact
file_path, _, _ = _resolve_location(claim.location)
return [h for h in patch_hunks if _normalise_rel(h.file) == file_path]
def _hunk_added_lines(hunk: PatchHunk) -> List[str]:
search_counts: Dict[str, int] = {}
for line in hunk.search.splitlines():
search_counts[line] = search_counts.get(line, 0) + 1
added: List[str] = []
for line in hunk.replace.splitlines():
count = search_counts.get(line, 0)
if count:
search_counts[line] = count - 1
else:
added.append(line)
return added
def _contains_sync_primitive(text: str) -> bool:
return bool(re.search(r"\b(?:Lock|RLock|Semaphore|Event|Condition)\s*\(", text))
def _contains_sync_usage(text: str) -> bool:
return (
bool(re.search(r"\bwith\s+.*(?:lock|Lock|RLock|Semaphore|Event|Condition)", text))
or ".acquire(" in text
or ".release(" in text
or "async with" in text
)
class OraclePlugin(ABC):
"""Base class for a single-category claim verifier."""
category: str = ""
@abstractmethod
def verify(
self,
claim: ThinkClaim,
source_map: Dict[str, _SourcePair],
*,
patch_hunks: Sequence[PatchHunk] = (),
dynamic_evidence: Optional[Dict[str, Any]] = None,
) -> Tuple[str, str, OracleEvidence]:
"""Return (verdict, reason_note, evidence)."""
def _verify_patch_addresses_claim(
claim: ThinkClaim,
patch_hunks: Sequence[PatchHunk],
) -> Tuple[bool, str]:
relevant_hunks = _iter_hunks_for_claim(claim, patch_hunks)
if not relevant_hunks:
return False, "no hunk claims or targets this claim"
file_path, _, _ = _resolve_location(claim.location)
for hunk in relevant_hunks:
if _normalise_rel(hunk.file) != file_path:
return False, f"hunk targets {hunk.file}, not {file_path}"
if claim.category in {"concurrency", "async_wait"}:
replacement = "\n".join(h.replace for h in relevant_hunks)
search = "\n".join(h.search for h in relevant_hunks)
entity_mentioned = bool(claim.entity and (claim.entity in replacement or claim.entity in search))
lock_added = any(_contains_sync_primitive("\n".join(_hunk_added_lines(h))) for h in relevant_hunks)
sync_used = _contains_sync_usage(replacement)
if "lock" in claim.reason.lower() or claim.category == "concurrency":
if not (lock_added or sync_used):
return False, "patch does not introduce or use synchronization"
if claim.entity and not entity_mentioned and not lock_added and not sync_used:
return False, "patch does not touch claimed entity or synchronization"
return True, "patch structurally addresses claim"
class _FunctionAccessCollector(_CST_VISITOR_BASE):
METADATA_DEPENDENCIES = (meta.ParentNodeProvider, meta.QualifiedNameProvider) if meta else ()
def __init__(self, entity: str, class_name: str, func_name: str) -> None:
self.entity = entity
self.class_name = class_name
self.func_name = func_name
self.accesses: List[cst.CSTNode] = []
self.entity_defined = False
self._class_depth = 0
self._function_depth = 0
self._in_target_class = not class_name
self._in_target_function = False
def visit_ClassDef(self, node: cst.ClassDef) -> Optional[bool]:
self._class_depth += 1
if self.class_name and node.name.value == self.class_name:
self._in_target_class = True
return True
def leave_ClassDef(self, node: cst.ClassDef) -> None:
if self.class_name and node.name.value == self.class_name:
self._in_target_class = False
self._class_depth -= 1
def visit_FunctionDef(self, node: cst.FunctionDef) -> Optional[bool]:
self._function_depth += 1
if self._in_target_class and node.name.value == self.func_name:
self._in_target_function = True
return True
def leave_FunctionDef(self, node: cst.FunctionDef) -> None:
if self._in_target_class and node.name.value == self.func_name:
self._in_target_function = False
self._function_depth -= 1
def visit_AssignTarget(self, node: cst.AssignTarget) -> None:
if _targets_entity(node.target, self.entity):
self.entity_defined = True
def visit_AnnAssign(self, node: cst.AnnAssign) -> None:
if _targets_entity(node.target, self.entity):
self.entity_defined = True
def visit_Attribute(self, node: cst.Attribute) -> None:
if self._in_target_function and _targets_entity(node, self.entity):
self.accesses.append(node)
def visit_Name(self, node: cst.Name) -> None:
if self._in_target_function and _targets_entity(node, self.entity):
self.accesses.append(node)
class _SyncGuardAnalyzer:
def __init__(self, wrapper: meta.MetadataWrapper, module: cst.Module) -> None:
self.wrapper = wrapper
self.module = module
self.parents = wrapper.resolve(meta.ParentNodeProvider)
self.qnames = wrapper.resolve(meta.QualifiedNameProvider)
def is_sync_primitive(self, node: cst.BaseExpression) -> bool:
qualified = self.qnames.get(node, set())
if any(q.name in _SYNC_PRIMITIVES for q in qualified):
return True
name = _expr_name(node)
return name.split(".")[-1] in _SYNC_ATTRS
def guarding_locks(self, node: cst.CSTNode) -> List[str]:
guards: List[str] = []
current: Optional[cst.CSTNode] = node
while current is not None and current in self.parents:
parent = self.parents[current]
if isinstance(parent, (cst.With, cst.WithItem)):
items = parent.items if isinstance(parent, cst.With) else [parent]
for item in items:
expr = item.item
if isinstance(expr, cst.Call):
expr = expr.func
if self.is_sync_primitive(expr):
guards.append(_expr_name(expr) or "sync_primitive")
current = parent
return guards
class RaceConditionOracle(OraclePlugin):
"""Verify concurrency claims using entity access and synchronization guards."""
category = "concurrency"
def verify(
self,
claim: ThinkClaim,
source_map: Dict[str, _SourcePair],
*,
patch_hunks: Sequence[PatchHunk] = (),
dynamic_evidence: Optional[Dict[str, Any]] = None,
) -> Tuple[str, str, OracleEvidence]:
file_path, class_name, func_name = _resolve_location(claim.location)
evidence = OracleEvidence()
patch_ok, patch_note = _verify_patch_addresses_claim(claim, patch_hunks)
evidence.patch_addresses_claim = patch_ok
evidence.notes.append(patch_note)
pair = _get_pair(file_path, source_map)
if pair is None:
return "inconclusive", f"file {file_path!r} not in source map", evidence
dynamic_pairs = (dynamic_evidence or {}).get("detected_race_pairs", [])
if any(claim.entity and claim.entity in str(item) for item in dynamic_pairs):
evidence.dynamic_confirmed = True
evidence.entity_resolved = True
evidence.pre_condition_met = True
pre_unprotected, pre_note = self._find_unprotected_accesses(pair.pre_src, claim, class_name, func_name)
evidence.notes.append(pre_note)
evidence.entity_resolved = evidence.entity_resolved or "entity resolved" in pre_note
evidence.pre_condition_met = evidence.pre_condition_met or bool(pre_unprotected)
if not evidence.pre_condition_met:
if claim.polarity == "present":
return "refuted", pre_note or "no unprotected entity access found", evidence
return "inconclusive", "no unprotected entity access in pre-patch", evidence
post_unprotected, post_note = self._find_unprotected_accesses(pair.post_src, claim, class_name, func_name)
evidence.notes.append(post_note)
evidence.post_condition_met = not post_unprotected and bool(pair.post_src)
if claim.polarity == "absent":
if evidence.post_condition_met:
return "confirmed", "unprotected access absent post-patch", evidence
return "refuted", "unprotected access still present post-patch", evidence
if pair.post_src and not post_unprotected:
if not patch_ok:
return "inconclusive", patch_note, evidence
return "confirmed", "race existed and patch protects the claimed entity", evidence
if not patch_ok:
return "inconclusive", patch_note, evidence
return "confirmed", "race exists but remains partially unprotected", evidence
def _find_unprotected_accesses(
self,
source: str,
claim: ThinkClaim,
class_name: str,
func_name: str,
) -> Tuple[List[cst.CSTNode], str]:
module = _libcst_parse_safe(source)
if module is None or cst is None or meta is None:
return [], "libcst unavailable"
if not func_name:
return [], "claim location does not name a function"
wrapper = meta.MetadataWrapper(module)
collector = _FunctionAccessCollector(claim.entity, class_name, func_name)
wrapper.visit(collector)
if not collector.entity_defined and "." in claim.entity:
return [], f"entity {claim.entity!r} not resolved in {claim.location}"
if not collector.accesses:
return [], f"no access to {claim.entity!r} in {claim.location}"
analyzer = _SyncGuardAnalyzer(wrapper, module)
unprotected = [access for access in collector.accesses if not analyzer.guarding_locks(access)]
return unprotected, f"entity resolved; {len(unprotected)} unprotected access(es)"
class AsyncWaitOracle(OraclePlugin):
"""Verify async wait/timeout symptoms without treating all sleeps as races."""
category = "async_wait"
def verify(
self,
claim: ThinkClaim,
source_map: Dict[str, _SourcePair],
*,
patch_hunks: Sequence[PatchHunk] = (),
dynamic_evidence: Optional[Dict[str, Any]] = None,
) -> Tuple[str, str, OracleEvidence]:
del dynamic_evidence
file_path, class_name, func_name = _resolve_location(claim.location)
evidence = OracleEvidence()
patch_ok, patch_note = _verify_patch_addresses_claim(claim, patch_hunks)
evidence.patch_addresses_claim = patch_ok
pair = _get_pair(file_path, source_map)
if pair is None:
return "inconclusive", f"file {file_path!r} not in source map", evidence
pre_tree = pair.pre_ast()
if pre_tree is None:
return "inconclusive", "pre-patch AST unavailable", evidence
pre_fn = _get_function_src(pre_tree, func_name or claim.entity, class_name)
evidence.entity_resolved = bool(pre_fn)
if not pre_fn:
return "inconclusive", f"function {claim.entity!r} not found", evidence
pre_issue = self._has_async_wait_issue(pre_fn)
evidence.pre_condition_met = pre_issue
if not pre_issue:
return ("refuted" if claim.polarity == "present" else "inconclusive"), "no async wait smell found", evidence
post_tree = pair.post_ast()
if post_tree is None:
return "confirmed", "async wait smell present pre-patch", evidence
post_fn = _get_function_src(post_tree, func_name or claim.entity, class_name)
post_issue = self._has_async_wait_issue(post_fn)
evidence.post_condition_met = not post_issue
if not post_issue and patch_ok:
return "confirmed", "async wait issue fixed", evidence
if not patch_ok:
return "inconclusive", patch_note, evidence
return "confirmed", "async wait issue still present", evidence
@staticmethod
def _has_async_wait_issue(func_src: str) -> bool:
try:
tree = ast.parse(func_src)
except SyntaxError:
return False
for node in ast.walk(tree):
if isinstance(node, ast.Call):
call = ast.unparse(node.func)
if call.endswith("wait_for"):
has_timeout = any(k.arg == "timeout" for k in node.keywords)
return not has_timeout or any(
isinstance(k.value, ast.Constant) and isinstance(k.value.value, (int, float)) and k.value.value < 0.1
for k in node.keywords
if k.arg == "timeout"
)
if call in _BLOCKING_SYNC_CALLS:
return True
return False
class LRUCacheOracle(OraclePlugin):
category = "module_cache_pollution"
def verify(
self,
claim: ThinkClaim,
source_map: Dict[str, _SourcePair],
*,
patch_hunks: Sequence[PatchHunk] = (),
dynamic_evidence: Optional[Dict[str, Any]] = None,
) -> Tuple[str, str, OracleEvidence]:
del patch_hunks, dynamic_evidence
file_path, class_name, func_name = _resolve_location(claim.location)
evidence = OracleEvidence()
pair = _get_pair(file_path, source_map)
if pair is None:
return "inconclusive", "file not in source map", evidence
pre_tree = pair.pre_ast()
if pre_tree is None:
return "inconclusive", "pre-patch AST unavailable", evidence
target = func_name or claim.entity
evidence.entity_resolved = bool(target)
pre_has_cache = self._has_lru_cache(pre_tree, target)
evidence.pre_condition_met = pre_has_cache
if claim.polarity == "present" and not pre_has_cache:
return "refuted", f"no lru_cache on {target!r} in pre-patch", evidence
post_tree = pair.post_ast()
post_has_cache = self._has_lru_cache(post_tree, target) if post_tree else pre_has_cache
evidence.post_condition_met = not post_has_cache
if claim.polarity == "absent":
return ("confirmed" if not post_has_cache else "refuted"), "cache absent post-patch" if not post_has_cache else "cache still present", evidence
return "confirmed", "cache removed post-patch" if not post_has_cache else "cache still present", evidence
@staticmethod
def _has_lru_cache(tree: Optional[ast.AST], entity: str) -> bool:
if tree is None:
return False
for node in ast.walk(tree):
if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)) and (node.name == entity or not entity):
for dec in node.decorator_list:
dec_src = ast.unparse(dec).lower()
if "lru_cache" in dec_src or "cache" in dec_src:
return True
return False
class MockLeakOracle(OraclePlugin):
category = "mock_residue"
_MOCK_PATTERNS = ("mock.patch(", "unittest.mock.patch(", "@patch(", "@mock.patch(")
def verify(
self,
claim: ThinkClaim,
source_map: Dict[str, _SourcePair],
*,
patch_hunks: Sequence[PatchHunk] = (),
dynamic_evidence: Optional[Dict[str, Any]] = None,
) -> Tuple[str, str, OracleEvidence]:
del patch_hunks, dynamic_evidence
file_path, _, _ = _resolve_location(claim.location)
evidence = OracleEvidence(entity_resolved=True)
pair = _get_pair(file_path, source_map)
if pair is None:
return "inconclusive", "file not in source map", evidence
pre_leak = self._has_unscoped_mock(pair.pre_src)
evidence.pre_condition_met = pre_leak
if claim.polarity == "present" and not pre_leak:
return "refuted", "no unscoped mock pattern in pre-patch", evidence
post_leak = self._has_unscoped_mock(pair.post_src)
evidence.post_condition_met = not post_leak
if claim.polarity == "absent":
return ("confirmed" if not post_leak else "refuted"), "mock is scoped post-patch" if not post_leak else "unscoped mock remains", evidence
return "confirmed", "fixed post-patch" if not post_leak else "leak persists", evidence
def _has_unscoped_mock(self, source: str) -> bool:
if not source or not any(p in source for p in self._MOCK_PATTERNS):
return False
return not ("with mock.patch" in source or "with patch" in source or ".stop()" in source or "addCleanup" in source)
class _MutationFinder(_CST_VISITOR_BASE):
def __init__(self, entity: str) -> None:
self.entity = entity
self.mutations: List[cst.CSTNode] = []
def visit_Assign(self, node: cst.Assign) -> None:
for target in node.targets:
if _targets_entity(target.target, self.entity):
self.mutations.append(node)
def visit_AnnAssign(self, node: cst.AnnAssign) -> None:
if _targets_entity(node.target, self.entity):
self.mutations.append(node)
def visit_AugAssign(self, node: cst.AugAssign) -> None:
if _targets_entity(node.target, self.entity):
self.mutations.append(node)
def visit_Call(self, node: cst.Call) -> None:
if isinstance(node.func, cst.Attribute) and node.func.attr.value in _MUTATING_METHODS:
if _targets_entity(node.func.value, self.entity):
self.mutations.append(node)
class SharedStateOracle(OraclePlugin):
category = "shared_state"
def verify(
self,
claim: ThinkClaim,
source_map: Dict[str, _SourcePair],
*,
patch_hunks: Sequence[PatchHunk] = (),
dynamic_evidence: Optional[Dict[str, Any]] = None,
) -> Tuple[str, str, OracleEvidence]:
del patch_hunks, dynamic_evidence
file_path, _, _ = _resolve_location(claim.location)
evidence = OracleEvidence()
pair = _get_pair(file_path, source_map)
if pair is None:
return "inconclusive", "file not in source map", evidence
pre_mutations = self._find_mutations(pair.pre_src, claim.entity)
evidence.entity_resolved = bool(claim.entity)
evidence.pre_condition_met = bool(pre_mutations)
if claim.polarity == "present" and not pre_mutations:
return "refuted", f"no mutation of {claim.entity!r} found", evidence
post_mutations = self._find_mutations(pair.post_src, claim.entity)
evidence.post_condition_met = not post_mutations
if claim.polarity == "absent":
return ("confirmed" if not post_mutations else "refuted"), "mutation absent post-patch" if not post_mutations else "mutation remains", evidence
return "confirmed", "mutation removed post-patch" if not post_mutations else "mutation persists", evidence
@staticmethod
def _find_mutations(source: str, entity: str) -> List[Any]:
module = _libcst_parse_safe(source)
if module is not None and cst is not None:
visitor = _MutationFinder(entity)
module.visit(visitor)
return visitor.mutations
try:
tree = ast.parse(source)
except SyntaxError:
return []
mutations: List[ast.AST] = []
for node in ast.walk(tree):
if isinstance(node, (ast.Assign, ast.AugAssign, ast.AnnAssign)):
targets = getattr(node, "targets", [getattr(node, "target", None)])
if any(t is not None and entity in ast.unparse(t) for t in targets):
mutations.append(node)
if isinstance(node, ast.Call) and isinstance(node.func, ast.Attribute):
if node.func.attr in _MUTATING_METHODS and entity in ast.unparse(node.func.value):
mutations.append(node)
return mutations
class TestOrderOracle(SharedStateOracle):
category = "test_order_dependency"
class FixtureScopeOracle(OraclePlugin):
category = "fixture_scope_leak"
def verify(
self,
claim: ThinkClaim,
source_map: Dict[str, _SourcePair],
*,
patch_hunks: Sequence[PatchHunk] = (),
dynamic_evidence: Optional[Dict[str, Any]] = None,
) -> Tuple[str, str, OracleEvidence]:
del patch_hunks, dynamic_evidence
file_path, _, func_name = _resolve_location(claim.location)
evidence = OracleEvidence()
pair = _get_pair(file_path, source_map)
if pair is None:
return "inconclusive", "file not in source map", evidence
pre_tree = pair.pre_ast()
if pre_tree is None:
return "inconclusive", "pre-patch AST unavailable", evidence
target = func_name or claim.entity
evidence.entity_resolved = bool(target)
pre_leak = self._has_scope_leak(pre_tree, target)
evidence.pre_condition_met = pre_leak
if claim.polarity == "present" and not pre_leak:
return "refuted", f"no fixture scope leak found for {target!r}", evidence
post_tree = pair.post_ast()
post_leak = self._has_scope_leak(post_tree, target) if post_tree else pre_leak
evidence.post_condition_met = not post_leak
if claim.polarity == "absent":
return ("confirmed" if not post_leak else "refuted"), "fixture scope clean post-patch" if not post_leak else "fixture leak remains", evidence
return "confirmed", "fixed post-patch" if not post_leak else "leak persists", evidence
@staticmethod
def _has_scope_leak(tree: Optional[ast.AST], entity: str) -> bool:
if tree is None:
return False
for node in ast.walk(tree):
if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)):
if entity and node.name != entity:
continue
for dec in node.decorator_list:
dec_src = ast.unparse(dec)
if "fixture" in dec_src and ("session" in dec_src or "module" in dec_src):
if not any(isinstance(n, ast.Yield) for n in ast.walk(node)):
return True
return False
class PatternOracle(OraclePlugin):
"""Small static oracle for categories without a full semantic verifier."""
category = "unknown"
patterns: Tuple[str, ...] = ()
def verify(
self,
claim: ThinkClaim,
source_map: Dict[str, _SourcePair],
*,
patch_hunks: Sequence[PatchHunk] = (),
dynamic_evidence: Optional[Dict[str, Any]] = None,
) -> Tuple[str, str, OracleEvidence]:
del patch_hunks, dynamic_evidence
file_path, _, _ = _resolve_location(claim.location)
evidence = OracleEvidence(entity_resolved=bool(claim.location))
pair = _get_pair(file_path, source_map)
if pair is None:
return "inconclusive", "file not in source map", evidence
pre_hit = any(re.search(p, pair.pre_src) for p in self.patterns)
post_hit = any(re.search(p, pair.post_src) for p in self.patterns) if pair.post_src else pre_hit
evidence.pre_condition_met = pre_hit
evidence.post_condition_met = not post_hit
if not pre_hit:
return ("refuted" if claim.polarity == "present" else "inconclusive"), f"no static pattern for {self.category}", evidence
if claim.polarity == "absent":
return ("confirmed" if not post_hit else "refuted"), "pattern absent post-patch" if not post_hit else "pattern remains", evidence
return "confirmed", "pattern removed post-patch" if not post_hit else "static pattern present", evidence
class ResourceLeakOracle(PatternOracle):
category = "resource_leak"
patterns = (r"\bopen\s*\(", r"\bsocket\s*\(", r"\bconnect\s*\(", r"\.close\s*\(")
class NetworkOracle(PatternOracle):
category = "network"
patterns = (r"\brequests\.(get|post|put|delete)\s*\(", r"urllib\.request", r"httpx\.")
class ImportSideEffectOracle(PatternOracle):
category = "import_side_effect"
patterns = (r"(?m)^[A-Za-z_]\w*\s*=\s*(?![\"'\d\[\]\{\}\(\)]+$).+", r"(?m)^[A-Za-z_][\w\.]+\s*\(")
class PlatformDependencyOracle(PatternOracle):
category = "platform_dependency"
patterns = (r"sys\.platform", r"os\.name", r"platform\.system", r"[A-Za-z]:\\\\", r"/tmp/")
class NondeterminismOracle(PatternOracle):
category = "nondeterminism"
patterns = (r"random\.", r"uuid\.uuid", r"datetime\.now", r"time\.time\(", r"secrets\.")
class PatchCoherenceOracle:
"""Cross-cutting check that patch mechanics match the claim mechanism."""
def verify(self, claim: ThinkClaim, post_sources: Dict[str, str], patch_hunks: Sequence[PatchHunk]) -> Tuple[bool, str]:
relevant = _iter_hunks_for_claim(claim, patch_hunks)
if not relevant:
return False, "no hunk linked to claim"
file_path, _, _ = _resolve_location(claim.location)
post_src = post_sources.get(file_path, "")
replacement = "\n".join(h.replace for h in relevant)
reason = claim.reason.lower()
if claim.category in {"concurrency", "async_wait"} or "lock" in reason:
has_instantiation = _contains_sync_primitive(post_src) or _contains_sync_primitive(replacement)
has_usage = _contains_sync_usage(post_src) or _contains_sync_usage(replacement)
if has_instantiation and not has_usage:
return False, "lock instantiated but never acquired or used as context manager"
deleted_function = bool(re.search(r"^\s*(def|async def)\s+", "\n".join(h.search for h in relevant), re.MULTILINE)) and not replacement.strip()
if deleted_function:
return False, "patch deletes the claimed function instead of fixing it"
return True, "patch coherence accepted"
_PLUGIN_REGISTRY: Dict[str, OraclePlugin] = {}
def _register(*plugins: OraclePlugin) -> None:
for plugin in plugins:
_PLUGIN_REGISTRY[plugin.category] = plugin
_register(
RaceConditionOracle(),
AsyncWaitOracle(),
LRUCacheOracle(),
MockLeakOracle(),
SharedStateOracle(),
TestOrderOracle(),
FixtureScopeOracle(),
ResourceLeakOracle(),
NetworkOracle(),
ImportSideEffectOracle(),
PlatformDependencyOracle(),
NondeterminismOracle(),
)
def _score_claim(verdict: str, evidence: OracleEvidence) -> float:
if verdict == "refuted":
return -1.0
if verdict == "unverified":
return 0.0
score = 0.0
if evidence.entity_resolved:
score += 0.2
if evidence.pre_condition_met:
score += 0.3
if evidence.post_condition_met:
score += 0.3
if evidence.patch_addresses_claim:
score += 0.2
if evidence.dynamic_confirmed:
score = max(score, 0.95)
if verdict == "inconclusive":
score = min(score, 0.55)
return round(min(1.0, score), 4)
def verify_structured_think(
structured: StructuredThink,
pre_sources: Dict[str, str],
post_sources: Dict[str, str],
*,
patch_hunks: Sequence[PatchHunk] = (),
dynamic_evidence: Optional[Dict[str, Any]] = None,
) -> Tuple[StructuredThink, float]:
"""Verify all claims against pre/post source and patch coherence."""
if not structured.claims:
raw_score = structured.format_penalty
return structured, float(max(-1.0, min(1.0, raw_score)))
source_map = _build_source_map(pre_sources, post_sources)
coherence = PatchCoherenceOracle()
annotated_claims: List[ThinkClaim] = []
claim_scores: List[float] = []
for claim in structured.claims:
plugin = _PLUGIN_REGISTRY.get(claim.category)
if plugin is None:
verdict = "inconclusive"
note = f"category {claim.category!r} has no static oracle"
evidence = OracleEvidence(entity_resolved=bool(claim.location))
else:
try:
verdict, note, evidence = plugin.verify(
claim,
source_map,
patch_hunks=patch_hunks,
dynamic_evidence=dynamic_evidence,
)
except Exception as exc:
verdict, note, evidence = "unverified", f"oracle error: {exc}", OracleEvidence()
logger.warning("[ORACLE] %s claim=%s error: %s", claim.category, claim.claim_id, exc)
coherent, coherence_note = coherence.verify(claim, post_sources, patch_hunks)
if patch_hunks:
evidence.patch_addresses_claim = evidence.patch_addresses_claim and coherent
if not coherent and verdict == "confirmed":
verdict = "inconclusive"
note = coherence_note
score = _score_claim(verdict, evidence)
claim_scores.append(score)
annotated_claims.append(claim.model_copy(update={"verdict": verdict, "oracle_score": score}))
logger.debug(
"[ORACLE] claim=%s cat=%s verdict=%s score=%.2f note=%s coherence=%s",
claim.claim_id,
claim.category,
verdict,
score,
note,
coherence_note,
)
mean_claim_score = sum(claim_scores) / len(claim_scores)
raw_score = mean_claim_score + structured.format_penalty
oracle_score = float(max(-1.0, min(1.0, raw_score)))
return structured.model_copy(update={"claims": annotated_claims}), oracle_score