unsloth/studio/backend
Daniel Han 41a6cc8692
Studio: split vision-cache exception test to match transient vs permanent (#5145)
`TestVisionCacheOnException::test_exception_result_cached` currently
patches `load_model_config` with `side_effect=OSError("network down")`
and asserts `assert_called_once()`. That assertion is impossible by
design: `_is_vision_model_uncached` in
`studio/backend/utils/models/model_config.py` intentionally returns
`None` for `OSError` so `is_vision_model` does not cache the fallback
and retries on the next call. The module docstring on
`_vision_detection_cache` itself spells this out:

    Only definitive results (True/False from successful detection) are
    cached; transient failures (network errors, timeouts) are NOT
    cached so they can be retried.

The test has been failing identically on every downstream review run
against `unslothai/unsloth` main (e.g. `unsloth#5115`, `unsloth#5080`),
but the failure is not introduced by any of those PRs and does not
gate correctness.

Fix the collision by splitting the class into the two contracts the
code actually implements:

1. `test_permanent_exception_result_cached` keeps the original
   intent ("exception falls back to False and that False is cached")
   but uses `ValueError`, which is one of the exception types
   `_is_vision_model_uncached` treats as permanent and caches. No
   `huggingface_hub` import needed.

2. `test_transient_exception_not_cached` pins the opposite contract
   with the original `OSError("network down")`: the call returns
   False but the second invocation re-runs detection
   (`call_count == 2`). This guards against a future regression
   where somebody caches transient failures and then users with a
   flaky network permanently see wrong detection for a model.

Both tests use `assert ... is False` on the public API and mock-count
assertions on `load_model_config`; no private helpers are touched.
2026-04-23 00:22:40 -07:00
..
assets Add Qwen3.6 inference defaults for Studio (#5065) 2026-04-16 11:42:42 -07:00
auth Studio: Expose openai and anthropic compatible external API end points (#4956) 2026-04-13 21:08:11 +04:00
core Studio: support images on /v1/messages (Anthropic-compat) (#5128) 2026-04-22 03:25:07 +04:00
loggers Final cleanup 2026-03-12 18:28:04 +00:00
models Studio: forward standard OpenAI tools / tool_choice on /v1/responses (Codex compat) (#5122) 2026-04-21 13:17:20 +04:00
plugins Bump Data Designer to 0.5.4 (removes litellm dependency) (#4569) 2026-03-25 02:01:43 -07:00
requirements change torchcodec version to 0.10.0 in extra-no-deps (#5043) 2026-04-16 19:50:57 +04:00
routes Studio: support images on /v1/messages (Anthropic-compat) (#5128) 2026-04-22 03:25:07 +04:00
state Final cleanup 2026-03-12 18:28:04 +00:00
storage feat: custom scan folders for GGUF model discovery (#4723) 2026-03-31 06:40:31 -07:00
tests Studio: split vision-cache exception test to match transient vs permanent (#5145) 2026-04-23 00:22:40 -07:00
utils Update model_mappings.py 2026-04-22 00:13:59 +04:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_platform_compat.py Fix Studio crash on Anaconda/conda-forge Python (#4484) 2026-03-22 05:36:55 -07:00
colab.py Fix/studio colab button message: Add fallback message for Colab Studio button when proxy URL fails (#4866) 2026-04-05 21:57:45 -07:00
main.py Chat first onboarding (#5063) 2026-04-16 09:58:10 -07:00
run.py Studio: Expose openai and anthropic compatible external API end points (#4956) 2026-04-13 21:08:11 +04:00
startup_banner.py studio: unify Windows installer/setup logging style, verbosity controls, and startup messaging (#4651) 2026-03-30 00:53:23 -07:00