unsloth/studio/tests/test_remote_lora_detection.py
Daniel Han f08aef1804 Studio (#4237)
* Rebuild Studio branch on top of main

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Fix security and code quality issues for Studio PR #4237

- Validate models_dir query param against allowed directory roots
  to prevent path traversal in /api/models/local endpoint
- Replace string startswith() with Path.is_relative_to() for
  frontend path traversal check in serve_frontend
- Sanitize SSE error messages to not leak exception details to
  clients (4 locations in inference.py)
- Bind port-discovery socket to 127.0.0.1 instead of all interfaces
  in llama_cpp backend
- Import datasets_root and resolve_output_dir in embedding training
  function to fix NameError and use managed output directory
- Remove stale .gitignore entries for package-lock.json and test
  directories so tests can be tracked in version control
- Add venv-reexecution logic to ui CLI command matching the studio
  command behavior

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Move models_dir path validation before try/except block

The HTTPException(403) was inside the try/except Exception handler,
so it would be caught and re-raised as a 500. Moving the validation
before the try block ensures the 403 is returned directly and also
makes the control flow clearer for static analysis (path is validated
before any filesystem operations).

* Use os.path.realpath + startswith for models_dir validation

CodeQL py/path-injection does not recognize Path.is_relative_to() as
a sanitizer. Switched to os.path.realpath + str.startswith which is
a recognized sanitizer pattern in CodeQL's taint analysis. The
startswith check uses root_str + os.sep to prevent prefix collisions
(e.g. /app/models_evil matching /app/models).

* Never pass user input to Path constructor in models_dir validation

CodeQL traces taint through Path(resolved) even after a startswith
barrier guard. Fix: the user-supplied models_dir is only used as a
string for comparison against allowed roots. The Path object passed
to _scan_models_dir comes from the trusted allowed_roots list, not
from user input. This fully breaks the taint chain.

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-03-12 03:36:19 -07:00

48 lines
1.8 KiB
Python

# SPDX-License-Identifier: AGPL-3.0-only
# Copyright 2026-present the Unsloth AI Inc. team. All rights reserved. See /studio/LICENSE.AGPL-3.0
"""
Test remote LoRA adapter detection via HuggingFace Hub API.
Verifies that we can detect whether a remote HF model is a LoRA adapter
by checking for adapter_config.json in the repo file listing.
"""
import pytest
from huggingface_hub import model_info
def is_remote_lora_adapter(model_id: str, hf_token: str = None) -> bool:
"""
Check if a remote HuggingFace model is a LoRA adapter
by looking for adapter_config.json in its repo files.
"""
try:
info = model_info(model_id, token = hf_token)
filenames = [s.rfilename for s in info.siblings]
return "adapter_config.json" in filenames
except Exception:
return False
class TestRemoteLoRADetection:
"""Test remote LoRA adapter detection via HF Hub API."""
def test_lora_adapter_detected(self):
"""edbeeching/llama-se-rl-adapter is a known LoRA adapter on HF."""
result = is_remote_lora_adapter("edbeeching/llama-se-rl-adapter")
assert (
result is True
), "Expected edbeeching/llama-se-rl-adapter to be detected as a LoRA adapter"
def test_base_model_not_detected_as_lora(self):
"""google/gemma-3-4b-it is a full base model, not a LoRA adapter."""
result = is_remote_lora_adapter("google/gemma-3-4b-it")
assert (
result is False
), "Expected google/gemma-3-4b-it to NOT be detected as a LoRA adapter"
def test_nonexistent_model_returns_false(self):
"""A nonexistent model should return False, not raise."""
result = is_remote_lora_adapter("this-org-does-not-exist/fake-model-12345")
assert result is False, "Expected nonexistent model to return False"