unsloth/studio/backend/core
danielhanchen 5dcb93f57d Studio sandbox: close fifth-round review bypasses (aliases, reads, path guards)
Scope-aware assignment aliases (extends the per-scope index):
- Resolve single-assignment aliases of dangerous callables in the call's own scope:
  e = builtins.eval, im = importlib.import_module (and imp = __import__), and
  l = pickle.loads (incl. aliased modules). Previously only bare-name and from-import
  aliases were recognized.
- Count function parameters as local bindings so a parameter lexically shadows an
  outer sink alias of the same name (fixes a false positive where def f(s): s(...)
  with a module-level s = os.system flagged the parameter call).

Sensitive-read scanner:
- Resolve pathlib join receivers -- (Path('/etc') / 'passwd').read_text() and
  Path('/etc').joinpath('passwd') -- not just a bare Path(...) constructor.
- Normalize path spellings (collapse redundant separators / '.' and resolve '..')
  before the exact / dir checks, so /etc//passwd, /etc/./passwd and
  /tmp/../etc/passwd are matched.
- Fold function-local single-assignment path constants (def f(): p = '/etc/passwd';
  open(p)), not only module-level constants.
- Flag sys.modules.get('os') as the method-call twin of sys.modules['os'].

Runtime realpath backstop:
- Path.open coerces a str-subclass mode through the base str (matching the other open
  wrappers) so a lying __contains__ cannot skip the write check.
- Path.rename/replace/link materialize the target once so a stateful __fspath__ cannot
  return an in-workdir path for the check and an outside one for the real call (the
  pre-3.11 accessor path where this wrapper is the only confinement).

Adds regression tests across the classifier, aliasing and runtime-backstop suites.
2026-07-09 16:50:43 +00:00
..
data_recipe Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
export Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
inference Studio sandbox: close fifth-round review bypasses (aliases, reads, path guards) 2026-07-09 16:50:43 +00:00
rag Run the malware gate on the RAG embedding model before it loads (#6887) 2026-07-07 04:30:21 -07:00
training Add MLX backend support for CLI unsloth train (#6709) 2026-07-08 03:25:26 -07:00
__init__.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
_torchao_stub.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
import_guards.py Studio: self-heal unsloth namespace shadows; clearer failed-load messages (#6532) 2026-06-21 22:43:31 -07:00
tool_healing.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00