unsloth/studio/backend
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
..
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 fourth-round review bypasses (scope-aware aliases + guards) 2026-07-09 16:22:40 +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 fourth-round review bypasses (scope-aware aliases + guards) 2026-07-09 16:22:40 +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