unsloth/studio/backend/core/inference
danielhanchen 736e8a6477 Harden sandbox: extend workdir-module import vetter (ctypes, dynamic import, closure/frame gadgets, indirect import-machinery, subscripted builtins); block openssl file output
Close six bypasses Codex found on the round-45 branch. Five harden the workdir-module
import vetter (the only scan of a helper .py the user wrote before import); the sixth
adds an openssl output-file scan.

- ctypes / native modules: the vetter only treated subprocess / pty as execution
  modules, so a helper doing import ctypes reached UNGUARDED native libc
  (ctypes.CDLL(None).open/write) bypassing the patched Python open / os.open. Refuse
  ctypes / _ctypes / cffi and the source-executing runpy / code / codeop.

- dynamic import: a helper bypassed the literal import subprocess check with
  importlib.import_module('subprocess'). Refuse import_module / reload whose target
  is a denied module (constant or module name); a dynamic import_module target fails
  closed.

- closure / frame gadgets: __closure__ / cell_contents / f_locals / __globals__ /
  __subclasses__ (etc.) recover a runtime guard wrapper's original unguarded callable
  or walk to os / builtins. Refuse the top-level _GADGET_DUNDERS set inside a workdir
  helper too.

- indirect import-machinery access: the vetter caught only the literal
  sys.meta_path attribute, so vars(sys)['meta_path'][:] = [...] (or
  getattr(sys, 'meta_path')) removed the vetter and imported an unscanned sibling.
  Refuse getattr / vars namespace-dict access on sys / os / builtins / importlib /
  deserializer modules (constant sink name, or a non-constant name that cannot be
  proven benign).

- subscripted builtins: imported helpers run with __builtins__ as a dict, so
  __builtins__['ev'+'al'](...) reached eval past the attribute checks. Refuse a
  subscript into __builtins__ / a builtins alias whose (statically foldable) key is
  an execution builtin, and fail closed on a non-constant key.

- openssl output files: openssl rand -out /tmp/p 4 (and -writerand / -keyout /
  -CAout / ...) writes a host file in an unguarded child. Block an openssl output-file
  flag whose value escapes the workdir; a workdir-local -out and the no-output forms
  (openssl rand -hex, openssl dgst) stay allowed. openssl joins the argv tail-scan set
  so the subprocess.run(['openssl', ...]) form is covered too.

Regression coverage: TestRound46Bypasses in tests/test_sandbox_tools.py (openssl
escaping output blocked in the shell-string and argv forms; -hex / dgst / workdir-local
-out allowed) and six workdir-module vetter cases in
tests/test_sandbox_runtime_backstop.py (ctypes, dynamic import, __closure__, indirect
vars(sys) meta_path, subscripted __builtins__['eval'] denied; importlib.import_module of
json still allowed).
2026-07-10 18:20:30 +00:00
..
__init__.py Studio: stop chat generation on the assistant-turn-end token (fixes Qwen3.5 loop) (#6804) 2026-07-06 10:07:56 -07:00
_html_to_md.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
_vulkan_probe.py Studio: add Vulkan llama.cpp support (#5819) 2026-07-09 03:39:48 -07:00
anthropic_compat.py Studio: stream reasoning tokens in the tool-loop generator (fixes DeepSeek thinking not streaming with a pill on) (#6947) 2026-07-07 19:50:40 -03:00
api_monitor.py Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
audio_codecs.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
chat_eos.py Studio: stop chat generation on the assistant-turn-end token (fixes Qwen3.5 loop) (#6804) 2026-07-06 10:07:56 -07:00
chat_template_helpers.py Studio: render thinking blocks for safetensors inference with prefilled <think> templates (#6816) 2026-07-08 08:14:03 -07:00
chat_templates.py Studio: bundle Gemma 4 chat templates (E2B/E4B + larger) and auto-apply to unsloth/gemma-4-*-GGUF (#6245) 2026-06-12 05:49:39 -07:00
defaults.py Add DeepSeek-V4-Flash-GGUF to Studio with none/high/max reasoning (#6908) 2026-07-07 06:13:43 -07:00
external_provider.py Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
inference.py Studio: render thinking blocks for safetensors inference with prefilled <think> templates (#6816) 2026-07-08 08:14:03 -07:00
key_exchange.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
llama_cpp.py Studio: add Vulkan llama.cpp support (#5819) 2026-07-09 03:39:48 -07:00
llama_http.py fix(studio/llama_cpp): disable trust_env on the loopback health probe (#6750) (#6752) 2026-06-30 19:09:26 +02:00
llama_keepwarm.py Studio: opt-in OpenAI /v1 model auto-switch and idle keep-warm (#6392) 2026-07-01 06:42:23 -07:00
llama_server_args.py studio: return a clean model id from the OpenAI API instead of the local .gguf path (#6518) 2026-06-26 16:07:53 -03:00
llama_stats.py Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
local_model_resolver.py Studio: opt-in OpenAI /v1 model auto-switch and idle keep-warm (#6392) 2026-07-01 06:42:23 -07:00
mcp_client.py Studio: enable stdio MCP servers on a loopback bind (#6295) 2026-06-15 03:02:32 +01:00
mcp_config_import.py studio: show MCP "Import config" on the add-server form (#6030) 2026-06-11 16:17:22 +01:00
message_content.py fix(studio): handle multimodal list content in inference text paths (#4383) (#6480) 2026-06-23 01:26:11 -07:00
mlx_inference.py Studio: render thinking blocks for safetensors inference with prefilled <think> templates (#6816) 2026-07-08 08:14:03 -07:00
model_ids.py studio: list the full local model catalog from /v1/models (#6519) 2026-06-26 20:42:06 -03:00
orchestrator.py feat(cli): support MLX distributed inference (#6845) 2026-07-08 03:25:39 -07:00
passthrough_healing.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00
presence_penalty.py Studio: apply presence_penalty on the safetensors and MLX inference paths (#6923) 2026-07-06 22:24:47 -07:00
pricing.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
providers.py Studio: Add custom provider option to Connections (#6112) 2026-06-12 13:09:35 +02:00
runtime_context.py Expose runtime context length for hub models (#6154) 2026-06-11 22:13:53 +03:00
safetensors_agentic.py Studio chat: tool-call nudging on by default (API stays opt-in) (#6883) 2026-07-06 19:41:19 -07:00
tensor_fallback.py studio: deterministic VRAM auto-fit for GGUF (MTP reserve, compute buffer, total-based budget) (#6312) 2026-06-17 03:10:22 -07:00
tool_call_parser.py Studio chat: tool-call nudging on by default (API stays opt-in) (#6883) 2026-07-06 19:41:19 -07:00
tool_loop_controller.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
tools.py Harden sandbox: extend workdir-module import vetter (ctypes, dynamic import, closure/frame gadgets, indirect import-machinery, subscripted builtins); block openssl file output 2026-07-10 18:20:30 +00:00
worker.py feat(cli): support MLX distributed inference (#6845) 2026-07-08 03:25:39 -07:00