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12 changes: 12 additions & 0 deletions tests/test_temporary_patches_exhaustive.py
Original file line number Diff line number Diff line change
Expand Up @@ -170,6 +170,18 @@ def _assert_params_superset(
):
got = _param_names(func)
missing = [name for name in required if name not in got]
if missing and _has_var_keyword(func):

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P2 Badge Only skip fully generic wrappers

This treats any signature with a **kwargs catch-all as an opaque passthrough, but several callers verified by this helper still rely on explicit positional parameters. For example, test_gemma4_text_decoder_layer_init_signature requires layer_idx, and the patch calls _original_decoder_init(self, config, layer_idx) positionally; if upstream changed to __init__(self, config, **kwargs), this new branch would skip the drift test even though that call would raise from the extra positional argument. Please restrict the skip to true generic wrappers such as (self, *args, **kwargs) or keep positional call sites strict.

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medium

Calling _has_var_keyword(func) here introduces a redundant call to inspect.signature(func). Since _param_names(func) at line 171 already performs this introspection, and the failure block at line 187 may do it a third time, it would be more efficient to obtain the signature once at the beginning of _assert_params_superset and reuse it for all subsequent checks. While performance in tests is often secondary, inspect.signature is relatively expensive and used here up to three times on the same object.

# Newer transformers wrap many upstream forwards as
# ``(self, *args, **kwargs)`` (attention-impl dispatch, generic
# decorators, etc.). The zoo patch's call site stays valid because
# kwargs flow through verbatim; static param-name verification is
# not meaningful for a wrapped signature. Skip rather than emit
# spurious DRIFT.
pytest.skip(
f"{label} is wrapped as `(self, *args, **kwargs)` on "
f"transformers {_TX_VERSION}; static param-name verification "
"is not meaningful for this passthrough signature."
)
Comment on lines +173 to +184

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medium

The generalization of this skip logic in _assert_params_superset makes the manual check in test_pixtral_attention_forward_signature (lines 1200-1205) redundant. Since the PR's intent is to generalize the Pixtral-specific tolerance, that manual check should be removed to maintain a clean test suite and avoid logic duplication.

if missing:
try:
sig = inspect.signature(func)
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