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c4f0800fb8
* Validate pos values when creating Doc * Add clear error when setting invalid pos This also changes the error language slightly. * Fix variable name * Update spacy/tokens/doc.pyx * Test that setting invalid pos raises an error Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
80 lines
2.6 KiB
Python
80 lines
2.6 KiB
Python
import pytest
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from spacy.vocab import Vocab
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from spacy.tokens import Doc
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from spacy import util
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@pytest.fixture
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def vocab():
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return Vocab()
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def test_empty_doc(vocab):
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doc = Doc(vocab)
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assert len(doc) == 0
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def test_single_word(vocab):
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doc = Doc(vocab, words=["a"])
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assert doc.text == "a "
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doc = Doc(vocab, words=["a"], spaces=[False])
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assert doc.text == "a"
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def test_create_from_words_and_text(vocab):
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# no whitespace in words
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words = ["'", "dogs", "'", "run"]
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text = " 'dogs'\n\nrun "
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(words, spaces) = util.get_words_and_spaces(words, text)
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doc = Doc(vocab, words=words, spaces=spaces)
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assert [t.text for t in doc] == [" ", "'", "dogs", "'", "\n\n", "run", " "]
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assert [t.whitespace_ for t in doc] == ["", "", "", "", "", " ", ""]
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assert doc.text == text
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assert [t.text for t in doc if not t.text.isspace()] == [
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word for word in words if not word.isspace()
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]
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# partial whitespace in words
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words = [" ", "'", "dogs", "'", "\n\n", "run", " "]
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text = " 'dogs'\n\nrun "
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(words, spaces) = util.get_words_and_spaces(words, text)
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doc = Doc(vocab, words=words, spaces=spaces)
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assert [t.text for t in doc] == [" ", "'", "dogs", "'", "\n\n", "run", " "]
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assert [t.whitespace_ for t in doc] == ["", "", "", "", "", " ", ""]
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assert doc.text == text
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assert [t.text for t in doc if not t.text.isspace()] == [
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word for word in words if not word.isspace()
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]
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# non-standard whitespace tokens
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words = [" ", " ", "'", "dogs", "'", "\n\n", "run"]
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text = " 'dogs'\n\nrun "
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(words, spaces) = util.get_words_and_spaces(words, text)
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doc = Doc(vocab, words=words, spaces=spaces)
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assert [t.text for t in doc] == [" ", "'", "dogs", "'", "\n\n", "run", " "]
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assert [t.whitespace_ for t in doc] == ["", "", "", "", "", " ", ""]
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assert doc.text == text
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assert [t.text for t in doc if not t.text.isspace()] == [
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word for word in words if not word.isspace()
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]
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# mismatch between words and text
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with pytest.raises(ValueError):
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words = [" ", " ", "'", "dogs", "'", "\n\n", "run"]
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text = " 'dogs'\n\nrun "
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(words, spaces) = util.get_words_and_spaces(words + ["away"], text)
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def test_create_with_heads_and_no_deps(vocab):
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words = "I like ginger".split()
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heads = list(range(len(words)))
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with pytest.raises(ValueError):
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Doc(vocab, words=words, heads=heads)
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def test_create_invalid_pos(vocab):
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words = "I like ginger".split()
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pos = "QQ ZZ XX".split()
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with pytest.raises(ValueError):
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Doc(vocab, words=words, pos=pos)
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