old_contents: # coding: utf-8
  from __future__ import unicode_literals
  
  import pytest
  import dill as pickle
  import numpy
  from spacy.strings import StringStore
  from spacy.vocab import Vocab
  from spacy.attrs import NORM
  
  
  @pytest.mark.parametrize("text1,text2", [("hello", "bye")])
  def test_pickle_string_store(text1, text2):
      stringstore = StringStore()
      store1 = stringstore[text1]
      store2 = stringstore[text2]
      data = pickle.dumps(stringstore, protocol=-1)
      unpickled = pickle.loads(data)
      assert unpickled[text1] == store1
      assert unpickled[text2] == store2
      assert len(stringstore) == len(unpickled)
  
  
  @pytest.mark.parametrize("text1,text2", [("dog", "cat")])
  def test_pickle_vocab(text1, text2):
      vocab = Vocab(lex_attr_getters={int(NORM): lambda string: string[:-1]})
      vocab.set_vector("dog", numpy.ones((5,), dtype="f"))
      lex1 = vocab[text1]
      lex2 = vocab[text2]
      assert lex1.norm_ == text1[:-1]
      assert lex2.norm_ == text2[:-1]
      data = pickle.dumps(vocab)
      unpickled = pickle.loads(data)
      assert unpickled[text1].orth == lex1.orth
      assert unpickled[text2].orth == lex2.orth
      assert unpickled[text1].norm == lex1.norm
      assert unpickled[text2].norm == lex2.norm
      assert unpickled[text1].norm != unpickled[text2].norm
      assert unpickled.vectors is not None
      assert list(vocab["dog"].vector) == [1.0, 1.0, 1.0, 1.0, 1.0]
  
new_contents: # coding: utf-8
  from __future__ import unicode_literals
  
  import pytest
  import numpy
  import srsly
  from spacy.strings import StringStore
  from spacy.vocab import Vocab
  from spacy.attrs import NORM
  
  
  @pytest.mark.parametrize("text1,text2", [("hello", "bye")])
  def test_pickle_string_store(text1, text2):
      stringstore = StringStore()
      store1 = stringstore[text1]
      store2 = stringstore[text2]
      data = srsly.pickle_dumps(stringstore, protocol=-1)
      unpickled = srsly.pickle_loads(data)
      assert unpickled[text1] == store1
      assert unpickled[text2] == store2
      assert len(stringstore) == len(unpickled)
  
  
  @pytest.mark.parametrize("text1,text2", [("dog", "cat")])
  def test_pickle_vocab(text1, text2):
      vocab = Vocab(lex_attr_getters={int(NORM): lambda string: string[:-1]})
      vocab.set_vector("dog", numpy.ones((5,), dtype="f"))
      lex1 = vocab[text1]
      lex2 = vocab[text2]
      assert lex1.norm_ == text1[:-1]
      assert lex2.norm_ == text2[:-1]
      data = pickle.dumps(vocab)
      unpickled = pickle.loads(data)
      assert unpickled[text1].orth == lex1.orth
      assert unpickled[text2].orth == lex2.orth
      assert unpickled[text1].norm == lex1.norm
      assert unpickled[text2].norm == lex2.norm
      assert unpickled[text1].norm != unpickled[text2].norm
      assert unpickled.vectors is not None
      assert list(vocab["dog"].vector) == [1.0, 1.0, 1.0, 1.0, 1.0]
  
subject: Fix pickle tests