import pytest import re from spacy.util import get_lang_class from spacy.tokenizer import Tokenizer from ..util import make_tempdir, assert_packed_msg_equal def load_tokenizer(b): tok = get_lang_class("en")().tokenizer tok.from_bytes(b) return tok def test_serialize_custom_tokenizer(en_vocab, en_tokenizer): """Test that custom tokenizer with not all functions defined or empty properties can be serialized and deserialized correctly (see #2494, #4991).""" tokenizer = Tokenizer(en_vocab, suffix_search=en_tokenizer.suffix_search) tokenizer_bytes = tokenizer.to_bytes() Tokenizer(en_vocab).from_bytes(tokenizer_bytes) # test that empty/unset values are set correctly on deserialization tokenizer = get_lang_class("en")().tokenizer tokenizer.token_match = re.compile("test").match assert tokenizer.rules != {} assert tokenizer.token_match is not None assert tokenizer.url_match is not None assert tokenizer.prefix_search is not None assert tokenizer.infix_finditer is not None tokenizer.from_bytes(tokenizer_bytes) assert tokenizer.rules == {} assert tokenizer.token_match is None assert tokenizer.url_match is None assert tokenizer.prefix_search is None assert tokenizer.infix_finditer is None tokenizer = Tokenizer(en_vocab, rules={"ABC.": [{"ORTH": "ABC"}, {"ORTH": "."}]}) tokenizer.rules = {} tokenizer_bytes = tokenizer.to_bytes() tokenizer_reloaded = Tokenizer(en_vocab).from_bytes(tokenizer_bytes) assert tokenizer_reloaded.rules == {} @pytest.mark.parametrize("text", ["I💜you", "they’re", "“hello”"]) def test_serialize_tokenizer_roundtrip_bytes(en_tokenizer, text): tokenizer = en_tokenizer new_tokenizer = load_tokenizer(tokenizer.to_bytes()) assert_packed_msg_equal(new_tokenizer.to_bytes(), tokenizer.to_bytes()) assert new_tokenizer.to_bytes() == tokenizer.to_bytes() doc1 = tokenizer(text) doc2 = new_tokenizer(text) assert [token.text for token in doc1] == [token.text for token in doc2] def test_serialize_tokenizer_roundtrip_disk(en_tokenizer): tokenizer = en_tokenizer with make_tempdir() as d: file_path = d / "tokenizer" tokenizer.to_disk(file_path) tokenizer_d = en_tokenizer.from_disk(file_path) assert tokenizer.to_bytes() == tokenizer_d.to_bytes()