spaCy/spacy/tests/doc/test_pickle_doc.py

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2017-10-17 15:20:58 +00:00
from __future__ import unicode_literals
import pickle
from ...language import Language
def test_pickle_single_doc():
nlp = Language()
doc = nlp(u'pickle roundtrip')
data = pickle.dumps(doc, 1)
doc2 = pickle.loads(data)
assert doc2.text == 'pickle roundtrip'
def test_list_of_docs_pickles_efficiently():
nlp = Language()
one_pickled = pickle.dumps(nlp(u'0'), -1)
docs = list(nlp.pipe(str(i) for i in range(100)))
many_pickled = pickle.dumps(docs, -1)
assert len(many_pickled) < (len(one_pickled) * 2)
many_unpickled = pickle.loads(many_pickled)
assert many_unpickled[0].text == '0'
assert many_unpickled[-1].text == '99'
assert len(many_unpickled) == 99