mirror of https://github.com/explosion/spaCy.git
Add test for Language.pipe as_tuples with custom error handlers (#9608)
* make nlp.pipe() return None docs when no exceptions are (re-)raised during error handling * Remove changes other than as_tuples test * Only check warning count for one process * Fix types * Format Co-authored-by: Xi Bai <xi.bai.ed@gmail.com>
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@ -1537,8 +1537,7 @@ class Language:
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yield (doc, context)
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return
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# At this point, we know that we're dealing with an iterable of plain texts
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texts = cast(Iterable[str], texts)
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texts = cast(Iterable[Union[str, Doc]], texts)
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# Set argument defaults
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if n_process == -1:
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@ -1592,7 +1591,7 @@ class Language:
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def _multiprocessing_pipe(
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self,
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texts: Iterable[str],
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texts: Iterable[Union[str, Doc]],
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pipes: Iterable[Callable[..., Iterator[Doc]]],
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n_process: int,
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batch_size: int,
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@ -255,6 +255,38 @@ def test_language_pipe_error_handler_custom(en_vocab, n_process):
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assert [doc.text for doc in docs] == ["TEXT 111", "TEXT 333", "TEXT 666"]
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@pytest.mark.parametrize("n_process", [1, 2])
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def test_language_pipe_error_handler_input_as_tuples(en_vocab, n_process):
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"""Test the error handling of nlp.pipe with input as tuples"""
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Language.component("my_evil_component", func=evil_component)
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ops = get_current_ops()
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if isinstance(ops, NumpyOps) or n_process < 2:
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nlp = English()
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nlp.add_pipe("my_evil_component")
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texts = [
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("TEXT 111", 111),
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("TEXT 222", 222),
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("TEXT 333", 333),
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("TEXT 342", 342),
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("TEXT 666", 666),
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]
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with pytest.raises(ValueError):
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list(nlp.pipe(texts, as_tuples=True))
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nlp.set_error_handler(warn_error)
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logger = logging.getLogger("spacy")
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with mock.patch.object(logger, "warning") as mock_warning:
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tuples = list(nlp.pipe(texts, as_tuples=True, n_process=n_process))
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# HACK/TODO? the warnings in child processes don't seem to be
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# detected by the mock logger
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if n_process == 1:
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mock_warning.assert_called()
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assert mock_warning.call_count == 2
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assert len(tuples) + mock_warning.call_count == len(texts)
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assert (tuples[0][0].text, tuples[0][1]) == ("TEXT 111", 111)
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assert (tuples[1][0].text, tuples[1][1]) == ("TEXT 333", 333)
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assert (tuples[2][0].text, tuples[2][1]) == ("TEXT 666", 666)
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@pytest.mark.parametrize("n_process", [1, 2])
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def test_language_pipe_error_handler_pipe(en_vocab, n_process):
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"""Test the error handling of a component's pipe method"""
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@ -515,19 +547,19 @@ def test_spacy_blank():
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@pytest.mark.parametrize(
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"lang,target",
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[
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('en', 'en'),
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('fra', 'fr'),
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('fre', 'fr'),
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('iw', 'he'),
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('mo', 'ro'),
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('mul', 'xx'),
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('no', 'nb'),
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('pt-BR', 'pt'),
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('xx', 'xx'),
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('zh-Hans', 'zh'),
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('zh-Hant', None),
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('zxx', None)
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]
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("en", "en"),
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("fra", "fr"),
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("fre", "fr"),
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("iw", "he"),
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("mo", "ro"),
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("mul", "xx"),
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("no", "nb"),
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("pt-BR", "pt"),
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("xx", "xx"),
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("zh-Hans", "zh"),
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("zh-Hant", None),
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("zxx", None),
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],
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)
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def test_language_matching(lang, target):
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"""
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@ -540,17 +572,17 @@ def test_language_matching(lang, target):
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@pytest.mark.parametrize(
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"lang,target",
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[
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('en', 'en'),
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('fra', 'fr'),
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('fre', 'fr'),
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('iw', 'he'),
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('mo', 'ro'),
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('mul', 'xx'),
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('no', 'nb'),
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('pt-BR', 'pt'),
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('xx', 'xx'),
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('zh-Hans', 'zh'),
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]
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("en", "en"),
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("fra", "fr"),
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("fre", "fr"),
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("iw", "he"),
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("mo", "ro"),
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("mul", "xx"),
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("no", "nb"),
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("pt-BR", "pt"),
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("xx", "xx"),
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("zh-Hans", "zh"),
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],
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)
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def test_blank_languages(lang, target):
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"""
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