Python Doc.to_bytes方法代碼示例

# 需要導入模塊: from spacy.tokens import Doc [as 別名]
# 或者: from spacy.tokens.Doc import to_bytes [as 別名]
def test_serialize_doc_roundtrip_disk(en_vocab):
    doc = Doc(en_vocab, words=["hello", "world"])
    with make_tempdir() as d:
        file_path = d / "doc"
        doc.to_disk(file_path)
        doc_d = Doc(en_vocab).from_disk(file_path)
        assert doc.to_bytes() == doc_d.to_bytes()

# 需要導入模塊: from spacy.tokens import Doc [as 別名]
# 或者: from spacy.tokens.Doc import to_bytes [as 別名]
def test_issue1834():
    """Test that sentence boundaries & parse/tag flags are not lost
    during serialization."""
    string = "This is a first sentence . And another one"
    doc = Doc(Vocab(), words=string.split())
    doc[6].sent_start = True
    new_doc = Doc(doc.vocab).from_bytes(doc.to_bytes())
    assert new_doc[6].sent_start
    assert not new_doc.is_parsed
    assert not new_doc.is_tagged
    doc.is_parsed = True
    doc.is_tagged = True
    new_doc = Doc(doc.vocab).from_bytes(doc.to_bytes())
    assert new_doc.is_parsed
    assert new_doc.is_tagged

# 需要導入模塊: from spacy.tokens import Doc [as 別名]
# 或者: from spacy.tokens.Doc import to_bytes [as 別名]
def test_issue599(en_vocab):
    doc = Doc(en_vocab)
    doc.is_tagged = True
    doc.is_parsed = True
    doc2 = Doc(doc.vocab)
    doc2.from_bytes(doc.to_bytes())
    assert doc2.is_parsed

# 需要導入模塊: from spacy.tokens import Doc [as 別名]
# 或者: from spacy.tokens.Doc import to_bytes [as 別名]
def test_serialize_empty_doc(en_vocab):
    doc = Doc(en_vocab)
    data = doc.to_bytes()
    doc2 = Doc(en_vocab)
    doc2.from_bytes(data)
    assert len(doc) == len(doc2)
    for token1, token2 in zip(doc, doc2):
        assert token1.text == token2.text

# 需要導入模塊: from spacy.tokens import Doc [as 別名]
# 或者: from spacy.tokens.Doc import to_bytes [as 別名]
def test_sbd_serialization_projective(EN):
    """
    test that before and after serialization, the sentence boundaries are the same.
    """

    example = EN.tokenizer.tokens_from_list(u"I bought a couch from IKEA. It was n't very comfortable .".split(' '))
    EN.tagger(example)
    apply_transition_sequence(EN, example, ['L-nsubj','S','L-det','R-dobj','D','R-prep','R-pobj','B-ROOT','L-nsubj','R-neg','D','S','L-advmod','R-acomp','D','R-punct'])

    example_serialized = Doc(EN.vocab).from_bytes(example.to_bytes())

    assert example.to_bytes() == example_serialized.to_bytes()
    assert [s.text for s in example.sents] == [s.text for s in example_serialized.sents]

# 需要導入模塊: from spacy.tokens import Doc [as 別名]
# 或者: from spacy.tokens.Doc import to_bytes [as 別名]
def test_doc_is_nered(en_vocab):
    words = ["I", "live", "in", "New", "York"]
    doc = Doc(en_vocab, words=words)
    assert not doc.is_nered
    doc.ents = [Span(doc, 3, 5, label="GPE")]
    assert doc.is_nered
    # Test creating doc from array with unknown values
    arr = numpy.array([[0, 0], [0, 0], [0, 0], [384, 3], [384, 1]], dtype="uint64")
    doc = Doc(en_vocab, words=words).from_array([ENT_TYPE, ENT_IOB], arr)
    assert doc.is_nered
    # Test serialization
    new_doc = Doc(en_vocab).from_bytes(doc.to_bytes())
    assert new_doc.is_nered

# 需要導入模塊: from spacy.tokens import Doc [as 別名]
# 或者: from spacy.tokens.Doc import to_bytes [as 別名]
def test_serialize_after_adding_entity():
    # Re issue #514
    vocab = spacy.en.English.Defaults.create_vocab()
    entity_recognizer = spacy.en.English.Defaults.create_entity()

    doc = Doc(vocab, words=u'This is a sentence about pasta .'.split())
    entity_recognizer.add_label('Food')
    entity_recognizer(doc)

    label_id = vocab.strings[u'Food']
    doc.ents = [(label_id, 5,6)]

    assert [(ent.label_, ent.text) for ent in doc.ents] == [(u'Food', u'pasta')]

    byte_string = doc.to_bytes()

# 需要導入模塊: from spacy.tokens import Doc [as 別名]
# 或者: from spacy.tokens.Doc import to_bytes [as 別名]
def test_serialize_doc_exclude(en_vocab):
    doc = Doc(en_vocab, words=["hello", "world"])
    doc.user_data["foo"] = "bar"
    new_doc = Doc(en_vocab).from_bytes(doc.to_bytes())
    assert new_doc.user_data["foo"] == "bar"
    new_doc = Doc(en_vocab).from_bytes(doc.to_bytes(), exclude=["user_data"])
    assert not new_doc.user_data
    new_doc = Doc(en_vocab).from_bytes(doc.to_bytes(exclude=["user_data"]))
    assert not new_doc.user_data
    with pytest.raises(ValueError):
        doc.to_bytes(user_data=False)
    with pytest.raises(ValueError):
        Doc(en_vocab).from_bytes(doc.to_bytes(), tensor=False)

# 需要導入模塊: from spacy.tokens import Doc [as 別名]
# 或者: from spacy.tokens.Doc import to_bytes [as 別名]
def test_serialize_doc_roundtrip_bytes(en_vocab):
    doc = Doc(en_vocab, words=["hello", "world"])
    doc_b = doc.to_bytes()
    new_doc = Doc(en_vocab).from_bytes(doc_b)
    assert new_doc.to_bytes() == doc_b