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Task 1.2 (Req 2.1, 2.3, 2.5). - semantic/obligations/shapes.py: ObligationShape (family obligation, text-free key), derive_obligation and explain_skip. The lesson is any discharged operation of the target's walker-visible kind, fixed side first and then the vulnerable function's own safe branch, since Real-Vuln twins are flag-toggled identical functions or unrelated trap functions; keyword constraints are read from the call's source line (positional-only IR call sites); an identity constraint bound from the request or a constant discharges nothing. Co-Authored-By: Claude Fable 5.1 <[email protected]> Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
422 lines
17 KiB
Python
422 lines
17 KiB
Python
"""Obligation shapes learned from trusted pairs (authorization-obligations, Req 2).
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The lesson of an absence pair is not a flow: it is a discharger present on a discharged operation of the labeled kind
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(an identity constraint bound from the authenticated context, a guard dominating the operation, a non-permissive value)
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that the vulnerable operation lacks. Real-Vuln twins are often the same function with a flag, or an unrelated trap
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function, so the discharged sibling operation may sit on either side; the derivation looks on the fixed side first and
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then in the vulnerable function itself. Keyword constraints are not in ``FileIR`` call sites (positional arguments only),
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so they are read from the call's own source line; nothing textual enters the shape. Stdlib plus ``..ir``, ``..facts``,
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``..functions``, ``..variants`` (name tracing) and ``.facts`` only.
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"""
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from __future__ import annotations
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import re
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from collections.abc import Sequence
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from dataclasses import dataclass
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from ..facts import SemanticFacts
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from ..functions import named_ranges_from_ir
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from ..ir import CallSite, FileIR, FunctionIR
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from ..variants import trailing_name
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from .facts import DISCHARGER_KINDS, OPERATION_KINDS, PROVENANCE_KINDS, DischargerFact, ObligationFacts, OperationFact
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FAMILY = "obligation"
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# Closed vocabulary ids whose pairs describe an absence rather than a flow; such rows are exported as obligation shapes.
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ABSENCE_MECHANISMS = frozenset(
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{
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"missing_auth_guard",
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"identity_from_request_body",
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"permissive_default",
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"validation_strength",
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"unconstrained_protected_read",
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"unconstrained_protected_write",
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"unguarded_privileged_action",
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}
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)
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RESOURCE_CLASSES = ("owned", "global", "setting")
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_IDENT = re.compile(r"[A-Za-z_][\w.]*")
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@dataclass(frozen=True)
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class ObligationShape:
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language: str
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operation_kind: str # OPERATION_KINDS
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discharger_kind: str # DISCHARGER_KINDS
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provenance: str # PROVENANCE_KINDS: what the discharger binds its value from
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resource_class: str # RESOURCE_CLASSES
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mechanism: str # closed vocabulary id from the label
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family: str = FAMILY
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def key(self) -> str:
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parts = (
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self.family,
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self.language,
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self.operation_kind,
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self.discharger_kind,
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self.provenance,
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self.resource_class,
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self.mechanism,
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)
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return "|".join(parts)
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def to_dict(self) -> dict[str, object]:
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return {
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"family": self.family,
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"language": self.language,
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"operation_kind": self.operation_kind,
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"discharger_kind": self.discharger_kind,
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"provenance": self.provenance,
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"resource_class": self.resource_class,
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"mechanism": self.mechanism,
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}
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@classmethod
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def from_dict(cls, payload: dict[str, object]) -> ObligationShape:
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shape = cls(
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language=str(payload.get("language", "")),
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operation_kind=str(payload.get("operation_kind", "")),
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discharger_kind=str(payload.get("discharger_kind", "")),
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provenance=str(payload.get("provenance", "unknown")),
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resource_class=str(payload.get("resource_class", "global")),
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mechanism=str(payload.get("mechanism", "other")),
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family=str(payload.get("family", FAMILY)),
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)
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if shape.family != FAMILY:
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raise ValueError(f"not an obligation shape: family {shape.family!r}")
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for value, allowed, name in (
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(shape.operation_kind, OPERATION_KINDS, "operation_kind"),
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(shape.discharger_kind, DISCHARGER_KINDS, "discharger_kind"),
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(shape.provenance, PROVENANCE_KINDS, "provenance"),
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(shape.resource_class, RESOURCE_CLASSES, "resource_class"),
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):
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if value not in allowed:
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raise ValueError(f"unknown {name} {value!r}")
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return shape
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@dataclass(frozen=True)
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class OperationSite:
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call: CallSite
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fact: OperationFact
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function: FunctionIR
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line_text: str
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@dataclass(frozen=True)
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class DischargeLesson:
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kind: str
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provenance: str
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def derive_obligation(
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vuln: FileIR,
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fixed: FileIR,
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*,
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function: str,
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obligation: str | None,
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mechanism: str,
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facts: ObligationFacts,
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flow_facts: SemanticFacts,
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vuln_text: str,
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fixed_text: str,
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) -> ObligationShape | None:
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"""The shape of the labeled absence: the undischarged operation on the vulnerable side and the discharger a discharged
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sibling operation (fixed side first, then the vulnerable function) carries. None when nothing can be learned."""
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result = _analyze(
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vuln,
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fixed,
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function=function,
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obligation=obligation,
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mechanism=mechanism,
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facts=facts,
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flow_facts=flow_facts,
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vuln_text=vuln_text,
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fixed_text=fixed_text,
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)
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return result if isinstance(result, ObligationShape) else None
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def explain_skip(
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vuln: FileIR,
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fixed: FileIR,
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*,
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function: str,
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vuln_text: str,
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fixed_text: str,
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obligation: str | None = None,
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facts: ObligationFacts | None = None,
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flow_facts: SemanticFacts | None = None,
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) -> str:
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"""The reason ``derive_obligation`` returns None for this pair (``ok`` when it would not)."""
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from ..facts import FactLoadError, load_facts
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from .facts import load_obligation_facts
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loaded = facts if facts is not None else load_obligation_facts()
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try:
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flow = flow_facts if flow_facts is not None else load_facts()
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except FactLoadError:
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flow = SemanticFacts(version="", sources=(), sinks=(), sanitizers=())
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result = _analyze(
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vuln,
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fixed,
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function=function,
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obligation=obligation,
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mechanism="other",
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facts=loaded,
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flow_facts=flow,
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vuln_text=vuln_text,
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fixed_text=fixed_text,
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)
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return "ok" if isinstance(result, ObligationShape) else result
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def _analyze(
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vuln: FileIR,
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fixed: FileIR,
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*,
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function: str,
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obligation: str | None,
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mechanism: str,
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facts: ObligationFacts,
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flow_facts: SemanticFacts,
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vuln_text: str,
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fixed_text: str,
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) -> ObligationShape | str:
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if not vuln.parse_ok or not fixed.parse_ok:
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return "parse_failed"
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scoped = facts.for_language(vuln.language)
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flow = flow_facts.for_language(vuln.language)
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vuln_fn = _function_named(vuln, function, vuln_text)
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if vuln_fn is None:
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return "no_labeled_function"
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vuln_lines = vuln_text.splitlines()
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operations = _operations(vuln_fn, scoped, vuln_lines, kind=obligation)
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if not operations and obligation is not None:
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# The walker names chained calls after their first segment (`filter_by(...).update(x)` is a `filter_by`), so the
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# labeled kind may not be visible; any obligated operation in the labeled function stands in, the label kind stays.
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operations = _operations(vuln_fn, scoped, vuln_lines, kind=None)
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if not operations:
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return "no_obligated_operation"
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undischarged = [op for op in operations if _discharge_of(op, scoped, flow, vuln_lines) is None]
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if not undischarged:
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return "no_undischarged_operation"
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target = undischarged[0]
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kind = obligation or target.fact.kind
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sibling_kind = target.fact.kind # siblings are looked up by what the walker sees; the shape keeps the labeled kind
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# The lesson: a discharged operation of the same kind on the fixed side, else in the vulnerable function itself.
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lesson: DischargeLesson | None = None
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fixed_fn = _function_named(fixed, function, fixed_text) or _same_kind_function(fixed, sibling_kind, scoped, fixed_text.splitlines())
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if fixed_fn is not None:
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fixed_lines = fixed_text.splitlines()
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for op in _operations(fixed_fn, scoped, fixed_lines, kind=sibling_kind):
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lesson = _discharge_of(op, scoped, flow, fixed_lines)
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if lesson is not None:
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break
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if lesson is None and kind == "security_setting":
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lesson = _setting_lesson(target, fixed_fn, scoped, fixed_lines)
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if lesson is None:
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for op in _operations(vuln_fn, scoped, vuln_lines, kind=sibling_kind):
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if op is target:
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continue
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lesson = _discharge_of(op, scoped, flow, vuln_lines)
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if lesson is not None:
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break
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if lesson is None:
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return "no_discharger_added:" + "|".join(target.fact.requires)
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return ObligationShape(
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language=vuln.language,
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operation_kind=kind,
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discharger_kind=lesson.kind,
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provenance=lesson.provenance,
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resource_class=_resource_class(kind, lesson.kind),
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mechanism=mechanism,
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)
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def _operations(function: FunctionIR, facts: ObligationFacts, lines: Sequence[str], *, kind: str | None) -> list[OperationSite]:
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sites: list[OperationSite] = []
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for call in function.calls:
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for fact in facts.operations:
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if kind is not None and fact.kind != kind:
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continue
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if any(_call_matches(call.name, name) for name in fact.calls):
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line_text = lines[call.line - 1] if 0 < call.line <= len(lines) else ""
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if _all_constant(call, line_text):
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continue # a constant-only operation is not an obligated access on user-controlled data
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sites.append(OperationSite(call=call, fact=fact, function=function, line_text=line_text))
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break
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return sites
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def _discharge_of(site: OperationSite, facts: ObligationFacts, flow: SemanticFacts, lines: Sequence[str]) -> DischargeLesson | None:
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"""The discharger that covers this operation, or None when it is undischarged."""
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for fact in facts.dischargers:
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if fact.kind not in site.fact.requires:
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continue
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if fact.kind == "identity_constraint":
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provenance = _constraint_provenance(site, fact, flow)
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if provenance == "authenticated_context": # a constraint bound from the request or a constant discharges nothing
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return DischargeLesson(kind="identity_constraint", provenance=provenance)
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elif fact.kind in {"path_guard", "ownership_check", "validated_input"}:
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if _guarded_before(site, fact, lines):
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return DischargeLesson(kind=fact.kind, provenance="authenticated_context" if fact.kind == "path_guard" else "unknown")
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elif fact.kind == "non_permissive_value":
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if any(_call_matches(site.call.name, name) for name in fact.calls) and not _permissive(site, fact):
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return DischargeLesson(kind="non_permissive_value", provenance="constant")
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return None
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def _constraint_provenance(site: OperationSite, fact: DischargerFact, flow: SemanticFacts) -> str | None:
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"""A constraint keyword from the facts on the operation's line; the provenance of the value it binds."""
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for param in fact.constraint_params:
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match = re.search(rf"\b{re.escape(param)}\s*=\s*([^,)]+)", site.line_text)
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if not match:
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continue
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value = match.group(1).strip()
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return _provenance_of(value, site.function, site.call.line, fact, flow)
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return None
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def _provenance_of(value: str, function: FunctionIR, before_line: int, fact: DischargerFact, flow: SemanticFacts, depth: int = 0) -> str:
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if depth > 8:
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return "unknown"
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if any(pattern in value for pattern in fact.identity_sources):
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return "authenticated_context"
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if _is_literal(value):
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return "constant"
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name_match = _IDENT.match(value)
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if name_match is None:
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return "unknown"
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name = name_match.group(0).split(".")[0]
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binds = [bind for bind in function.binds if bind.name == name and bind.line < before_line]
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if binds:
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bind = max(binds, key=lambda item: item.line)
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if any(pattern in bind.value_text for pattern in fact.identity_sources):
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return "authenticated_context"
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if _flow_source_in(bind.value_text, flow, fact):
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return "request_input"
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for inner in bind.names:
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if inner != name:
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found = _provenance_of(inner, function, bind.line, fact, flow, depth + 1)
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if found != "unknown":
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return found
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return "constant" if bind.is_constant and not bind.names else "unknown"
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if name in function.params:
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return "request_input" # handler parameters are route or body values
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if _flow_source_in(value, flow, fact):
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return "request_input"
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return "unknown"
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def _guarded_before(site: OperationSite, fact: DischargerFact, lines: Sequence[str]) -> bool:
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start = site.function.start_line
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decorators = [line.strip() for line in lines[max(start - 8, 0) : start - 1] if line.strip().startswith("@")]
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if any(any(name in decorator for name in fact.decorators) for decorator in decorators):
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return True
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guard_lines = [
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call.line
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for call in site.function.calls
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if call.line < site.call.line and any(_call_matches(call.name, name) for name in fact.calls)
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]
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if not guard_lines:
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return False
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if fact.kind != "path_guard":
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return True
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between = lines[min(guard_lines) : site.call.line - 1]
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return any(re.match(r"\s*(return|raise|abort\(|sys\.exit)", line) for line in between)
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def _setting_lesson(target: OperationSite, fixed_fn: FunctionIR, facts: ObligationFacts, lines: Sequence[str]) -> DischargeLesson | None:
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setting_facts = [f for f in facts.dischargers if f.kind == "non_permissive_value"]
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for op in _operations(fixed_fn, facts, lines, kind="security_setting"):
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if (
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trailing_name(op.call.name) == trailing_name(target.call.name)
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and not any(_permissive(op, f) for f in setting_facts)
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and op.line_text.strip() != target.line_text.strip()
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):
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return DischargeLesson(kind="non_permissive_value", provenance="constant")
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return None
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def _permissive(site: OperationSite, fact: DischargerFact) -> bool:
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"""The setting call carries one of the fact's permissive values (data, not a code-level list)."""
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return any(token in site.line_text for token in fact.permissive_values)
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def _all_constant(call: CallSite, line_text: str) -> bool:
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keyword_values = re.findall(r"\b\w+\s*=\s*([^,)]+)", line_text)
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positional_constant = all(call.arg_is_constant) if call.arg_texts else True
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return (
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positional_constant
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and all(_is_literal(value.strip()) for value in keyword_values)
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and (bool(call.arg_texts) or bool(keyword_values))
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)
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def _is_literal(value: str) -> bool:
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return bool(re.fullmatch(r"(['\"].*['\"]|\d+(\.\d+)?|True|False|None|\[.*\]|\{.*\})", value.strip()))
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def _flow_source_in(text: str, flow: SemanticFacts, fact: DischargerFact | None = None) -> bool:
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"""A flow-fact source pattern, or one of the discharger fact's request_sources (data), names request input."""
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if any(pattern and pattern in text for source in flow.sources for pattern in source.patterns):
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return True
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return fact is not None and any(pattern in text for pattern in fact.request_sources)
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def _resource_class(operation_kind: str, discharger_kind: str) -> str:
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if operation_kind == "security_setting":
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return "setting"
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return "owned" if discharger_kind in {"identity_constraint", "ownership_check"} else "global"
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def _call_matches(name: str, fact_call: str) -> bool:
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"""Same rule as the taint walker: exact, dotted suffix, or a bare name equal to the fact's last segment."""
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if name == fact_call or name.endswith("." + fact_call):
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return True
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return "." not in name and name == fact_call.split(".")[-1]
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def _function_named(ir: FileIR, function: str, text: str) -> FunctionIR | None:
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for item in ir.functions:
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if item.name == function:
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return item
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if text:
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for name, start, _end in named_ranges_from_ir(ir, text):
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if name == function:
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for item in ir.functions:
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if item.start_line == start:
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return item
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return None
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def _same_kind_function(ir: FileIR, kind: str, facts: ObligationFacts, lines: Sequence[str]) -> FunctionIR | None:
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"""When the fixed twin is a different function (a Real-Vuln trap), the first function with an operation of the labeled kind."""
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for item in ir.functions:
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if item.name != "<module>" and _operations(item, facts, lines, kind=kind):
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return item
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return None
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def is_obligation_row(record: object) -> bool:
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shape = getattr(record, "shape", None)
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return isinstance(shape, dict) and shape.get("family") == FAMILY
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def obligation_mechanisms(records: Sequence[object]) -> tuple[object, ...]:
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"""Store rows that carry an obligation shape (corpus origin, family obligation)."""
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return tuple(record for record in records if getattr(record, "origin", "") == "corpus" and is_obligation_row(record))
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__all__ = [
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"ABSENCE_MECHANISMS",
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"FAMILY",
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"RESOURCE_CLASSES",
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"ObligationShape",
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"derive_obligation",
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"explain_skip",
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"is_obligation_row",
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"obligation_mechanisms",
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]
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