import pytest @pytest.mark.parametrize("text", ["(Ma'arif)"]) def test_ms_tokenizer_splits_no_special(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 3 @pytest.mark.parametrize("text", ["Ma'arif"]) def test_ms_tokenizer_splits_no_punct(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 1 @pytest.mark.parametrize("text", ["(Ma'arif"]) def test_ms_tokenizer_splits_prefix_punct(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 2 @pytest.mark.parametrize("text", ["Ma'arif)"]) def test_ms_tokenizer_splits_suffix_punct(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 2 @pytest.mark.parametrize("text", ["(Ma'arif)"]) def test_ms_tokenizer_splits_even_wrap(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 3 @pytest.mark.parametrize("text", ["(Ma'arif?)"]) def test_tokenizer_splits_uneven_wrap(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 4 @pytest.mark.parametrize("text,length", [("S.Kom.", 1), ("SKom.", 2), ("(S.Kom.", 2)]) def test_ms_tokenizer_splits_prefix_interact(id_tokenizer, text, length): tokens = id_tokenizer(text) assert len(tokens) == length @pytest.mark.parametrize("text", ["S.Kom.)"]) def test_ms_tokenizer_splits_suffix_interact(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 2 @pytest.mark.parametrize("text", ["(S.Kom.)"]) def test_ms_tokenizer_splits_even_wrap_interact(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 3 @pytest.mark.parametrize("text", ["(S.Kom.?)"]) def test_ms_tokenizer_splits_uneven_wrap_interact(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 4 @pytest.mark.parametrize( "text,length", [("kerana", 1), ("Mahathir-Anwar", 3), ("Tun Dr. Ismail-Abdul Rahman", 6)], ) def test_my_tokenizer_splits_hyphens(ms_tokenizer, text, length): tokens = ms_tokenizer(text) assert len(tokens) == length @pytest.mark.parametrize("text", ["0.1-13.5", "0.0-0.1", "103.27-300"]) def test_ms_tokenizer_splits_numeric_range(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 3 @pytest.mark.parametrize("text", ["ini.Sani", "Halo.Malaysia"]) def test_ms_tokenizer_splits_period_infix(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 3 @pytest.mark.parametrize("text", ["Halo,Malaysia", "satu,dua"]) def test_ms_tokenizer_splits_comma_infix(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 3 assert tokens[0].text == text.split(",")[0] assert tokens[1].text == "," assert tokens[2].text == text.split(",")[1] @pytest.mark.parametrize("text", ["halo...Malaysia", "dia...pergi"]) def test_ms_tokenizer_splits_ellipsis_infix(id_tokenizer, text): tokens = id_tokenizer(text) assert len(tokens) == 3 def test_ms_tokenizer_splits_double_hyphen_infix(id_tokenizer): tokens = id_tokenizer("Arsene Wenger--pengurus Arsenal--mengadakan sidang media.") assert len(tokens) == 10 assert tokens[0].text == "Arsene" assert tokens[1].text == "Wenger" assert tokens[2].text == "--" assert tokens[3].text == "pengurus" assert tokens[4].text == "Arsenal" assert tokens[5].text == "--" assert tokens[6].text == "mengadakan" assert tokens[7].text == "sidang" assert tokens[8].text == "media" assert tokens[9].text == "."