unsloth/studio/backend/core
danielhanchen 0441be5e11 Studio sandbox: close fourth-round review bypasses (scope-aware aliases + guards)
Scope-aware alias resolution (replaces the flat, module-wide alias maps):
- A new per-scope index resolves shell-sink, exec-builtin and compiled-code aliases
  with Python lexical scoping. This fixes two problems the flat maps had: a safe
  `c = compile('1+1')` in one function no longer shadows a dynamic `exec(c)` in
  another (a real bypass), and a `s = os.system` in one function no longer makes a
  benign `s = print` call in another look like a shell sink (a false positive), while
  still catching a genuine function-local sink and honoring local shadowing of a
  module-level alias.

Runtime realpath backstop:
- io.FileIO now passes the MATERIALIZED fspath to the real constructor (a stateful
  __fspath__ could otherwise return an outside path to the C constructor).
- Deny an integer fd path for the mutating single-path wrappers (os.chmod(fd) etc.):
  a read-only fd opened on an outside file could otherwise mutate host metadata.

Constant-folder allocation DoS:
- Refuse dynamic printf widths/precisions ('%*s', '%.*f') that draw their size from a
  runtime argument.
- Bound str.replace / str.join output before it allocates (a long replacement over
  many occurrences, or joining many long parts, can build a multi-gigabyte string).

Static classifier:
- Flag builtins / a sensitive module reached through the namespace dict:
  globals()['__builtins__'], locals()[...] and globals()['os'].

Adds regression tests across the aliasing, runtime-backstop, const-fold and classifier
suites for every item above.
2026-07-09 16:22:40 +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 fourth-round review bypasses (scope-aware aliases + guards) 2026-07-09 16:22:40 +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