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add combo test

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This commit is contained in:
Peter Baumgartner 2023-01-30 14:10:20 -05:00
parent e4183ca354
commit 35f22ba211
1 changed files with 74 additions and 0 deletions
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74
spacy/tests/test_cli_app.py
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@ -171,3 +171,77 @@ def test_init_config_trainable(component, examples, en_vocab):
)
assert train_result.exit_code == 0
assert Path(d_in / "model" / "model-last").exists()
# @pytest.mark.slow
@pytest.mark.parametrize(
"component,examples",
[
(
"tagger,parser,morphologizer",
[
dict(
words=["I", "like", "cats"],
tags=["PRP", "VBP", "NNS"],
morphs=[
"Case=Nom|Number=Sing|Person=1|PronType=Prs",
"Tense=Pres|VerbForm=Fin",
"Number=Plur",
],
deps=["nsubj", "ROOT", "dobj"],
heads=[1, 1, 1],
pos=["PRON", "VERB", "NOUN"],
),
dict(
words=["I", "like", "dogs"],
tags=["PRP", "VBP", "NNS"],
morphs=[
"Case=Nom|Number=Sing|Person=1|PronType=Prs",
"Tense=Pres|VerbForm=Fin",
"Number=Plur",
],
deps=["nsubj", "ROOT", "dobj"],
heads=[1, 1, 1],
pos=["PRON", "VERB", "NOUN"],
),
]
* 15,
),
],
)
def test_init_config_trainable_multiple(component, examples, en_vocab):
train_docs = [Doc(en_vocab, **example) for example in examples]
with make_tempdir() as d_in:
train_bin = DocBin(docs=train_docs)
train_bin.to_disk(d_in / "train.spacy")
dev_bin = DocBin(docs=train_docs)
dev_bin.to_disk(d_in / "dev.spacy")
init_config_result = CliRunner().invoke(
app,
[
"init",
"config",
f"{d_in}/config.cfg",
"--lang",
"en",
"--pipeline",
component,
],
)
assert init_config_result.exit_code == 0
train_result = CliRunner().invoke(
app,
[
"train",
f"{d_in}/config.cfg",
"--paths.train",
f"{d_in}/train.spacy",
"--paths.dev",
f"{d_in}/dev.spacy",
"--output",
f"{d_in}/model",
],
)
assert train_result.exit_code == 0
assert Path(d_in / "model" / "model-last").exists()