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