|
| 1 | +import pytest |
| 2 | +import transformers |
| 3 | +from transformers import PreTrainedTokenizerBase |
| 4 | + |
| 5 | +from guidellm.utils.hf_transformers import check_load_processor |
| 6 | + |
| 7 | + |
| 8 | +class DummyTokenizer(PreTrainedTokenizerBase): |
| 9 | + pass |
| 10 | + |
| 11 | + |
| 12 | +def test_processor_is_none(): |
| 13 | + with pytest.raises(ValueError, match="Processor/Tokenizer is required for test."): |
| 14 | + check_load_processor(None, None, "test") |
| 15 | + |
| 16 | + |
| 17 | +def test_processor_not_isinstance(): |
| 18 | + with pytest.raises(ValueError, match="Invalid processor/Tokenizer for test."): |
| 19 | + check_load_processor(123, None, "test") # type: ignore |
| 20 | + |
| 21 | + |
| 22 | +def test_processor_load_by_path(monkeypatch, tmp_path): |
| 23 | + monkeypatch.setattr( |
| 24 | + transformers.AutoTokenizer, |
| 25 | + "from_pretrained", |
| 26 | + lambda *args, **kwargs: DummyTokenizer(), |
| 27 | + ) |
| 28 | + tokenizer = check_load_processor(tmp_path, None, "test") |
| 29 | + assert isinstance(tokenizer, PreTrainedTokenizerBase) |
| 30 | + |
| 31 | + |
| 32 | +def test_processor_load_error(monkeypatch): |
| 33 | + def raise_error(*args, **kwargs): |
| 34 | + raise RuntimeError("test error") |
| 35 | + |
| 36 | + monkeypatch.setattr("transformers.AutoTokenizer.from_pretrained", raise_error) |
| 37 | + with pytest.raises( |
| 38 | + ValueError, match="Failed to load processor/Tokenizer for test." |
| 39 | + ): |
| 40 | + check_load_processor("gpt2", None, "test") |
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