unsloth/studio/backend
danielhanchen 8c317ddb44 Studio sandbox: close static-classifier and runtime-guard review gaps
Harden the code-exec sandbox against bypasses raised in review, keeping the
static gate a pure classifier (it never executes the tool call):

- Shell scan: `timeout` duration/float args (5m, 0.5, 2h) no longer drop the
  following command out of command position, and `find -exec CMD ... ;` rescans
  the whole slice so a wrapped `env`/`timeout`/`sh -c` target is still caught.
- exec/eval/compile of a bytes payload that is not valid UTF-8 Python now blocks:
  those sinks honor PEP 263 coding cookies (e.g. utf-7) that the static UTF-8 view
  cannot see; plain ASCII bytes payloads stay allowed.
- Resolve aliased/indirect reaches to exec, dynamic import, sensitive modules and
  deserialization sinks: builtins.eval / __builtins__.exec, from builtins import
  exec as e, importlib aliases, sys.modules[...] (and the getattr form), os.__dict__,
  posix/nt, and pickle/marshal module-and-symbol aliases plus the *.load variants.
- Shell-sink aliasing walks the whole tree, so a function-local `s = os.system`
  alias is resolved (the stored-once guard keeps it low false-positive).
- Drop __mro__ / __code__ from the introspection-gadget dunders: on their own they
  do not reach an execution primitive and are read by ordinary ML/debug code.
- Refuse folding oversized `bytes(n)` / `bytearray(n)` so static analysis cannot OOM.

Runtime realpath backstop:
- Fail closed on a mutating dir_fd / src_dir_fd / dst_dir_fd (an fd-relative path
  cannot be confined by a string realpath) for os and shutil mutators.
- Confine Path.rename/replace/symlink_to/hardlink_to when the destination is passed
  as the `target=` keyword, not only positionally.
- Splice the guard after a leading docstring and `from __future__` imports instead
  of prepending it, so future-import programs no longer raise SyntaxError while the
  sandbox is still established before the first real statement.

Adds regression tests for each gap across the shell, const-fold, exec-recursion,
aliasing and runtime-backstop suites.
2026-07-09 14:39:12 +00:00
..
assets Add DeepSeek-V4-Flash-GGUF to Studio with none/high/max reasoning (#6908) 2026-07-07 06:13:43 -07:00
auth Studio: opt-in OpenAI /v1 model auto-switch and idle keep-warm (#6392) 2026-07-01 06:42:23 -07:00
core Studio sandbox: close static-classifier and runtime-guard review gaps 2026-07-09 14:39:12 +00:00
hub fix(studio/hub): apply repo_id length limit per segment, not whole string (#6946) (#6953) 2026-07-08 15:38:06 +03:00
loggers Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
models Studio /v1/messages: accept thinking and unknown content blocks (#7017) 2026-07-09 12:20:02 +02:00
plugins Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
requirements Studio: exclude mlx-lm 0.31.3 (broke gemma4/qwen3_5 QK-norm load on Apple Silicon) (#6803) 2026-07-06 19:40:06 -07:00
routes Studio /v1/messages: accept thinking and unknown content blocks (#7017) 2026-07-09 12:20:02 +02:00
state Studio: shareable per-checkpoint preview links (#6486) 2026-06-24 06:31:53 -07:00
storage Sort chat recents by last activity (#6844) 2026-07-07 17:54:32 +01:00
tests Studio sandbox: close static-classifier and runtime-guard review gaps 2026-07-09 14:39:12 +00:00
utils Studio: add Vulkan llama.cpp support (#5819) 2026-07-09 03:39:48 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_platform_compat.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
cloudflare_tunnel.py Reap Studio child processes when the parent dies abnormally (#6425) 2026-06-18 05:51:22 -07:00
colab.py Studio Colab: opt-in shareable Cloudflare tunnel link (#6684) 2026-06-26 00:56:23 -07:00
main.py Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
run.py Studio: fix torch CUDA undefined-symbol errors from a conflicting LD_LIBRARY_PATH (#6905) 2026-07-06 23:48:23 -07:00
startup_banner.py Fix Windows Studio UTF-8 startup handling (#6614) 2026-07-01 13:47:33 +01:00