tests for tokeniser and types
Cover WordTokeniser (Unicode, empty input, punctuation, multiple scripts) and validation types (immutability, edge cases, failure summary).
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tests/test_core/test_tokenisation.py
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103
tests/test_core/test_tokenisation.py
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"""Tests for the tokenisation module."""
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from typing import TYPE_CHECKING
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from veritext.core.tokenisation import WordTokeniser
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if TYPE_CHECKING:
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from veritext.core.tokenisation import Tokeniser
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class TestWordTokeniser:
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def test_basic_tokenisation(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise("The cat sat on the mat")
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assert tokens == ["the", "cat", "sat", "on", "the", "mat"]
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def test_lowercasing(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise("Hello WORLD")
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assert tokens == ["hello", "world"]
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def test_no_lowercasing(self, word_tokeniser_no_lowercase: WordTokeniser) -> None:
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tokens = word_tokeniser_no_lowercase.tokenise("Hello WORLD")
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assert tokens == ["Hello", "WORLD"]
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def test_punctuation_removal(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise("Hello, world! How are you?")
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assert tokens == ["hello", "world", "how", "are", "you"]
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def test_keep_punctuation(
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self, word_tokeniser_keep_punctuation: WordTokeniser
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) -> None:
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tokens = word_tokeniser_keep_punctuation.tokenise("Hello, world!")
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assert tokens == ["hello,", "world!"]
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def test_empty_string(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise("")
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assert tokens == []
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def test_whitespace_only(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise(" \t\n ")
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assert tokens == []
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def test_multiple_spaces(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise("hello world")
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assert tokens == ["hello", "world"]
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def test_unicode_nfc_normalisation(self) -> None:
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# 'é' can be composed (U+00E9) or decomposed (e + U+0301)
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composed = "caf\u00e9" # café with composed é
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decomposed = "cafe\u0301" # café with decomposed é
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tokeniser = WordTokeniser()
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tokens_composed = tokeniser.tokenise(composed)
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tokens_decomposed = tokeniser.tokenise(decomposed)
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# After NFC normalisation, both should be the same
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assert tokens_composed == tokens_decomposed
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assert tokens_composed == ["café"]
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def test_unicode_emoji(self, word_tokeniser: WordTokeniser) -> None:
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# Emoji are removed as punctuation by default
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tokens = word_tokeniser.tokenise("Hello 👋 world 🌍")
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assert tokens == ["hello", "world"]
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def test_unicode_non_latin(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise("日本語 テスト")
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assert tokens == ["日本語", "テスト"]
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def test_unicode_mixed_scripts(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise("Hello 世界 Bonjour мир")
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assert tokens == ["hello", "世界", "bonjour", "мир"]
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def test_numbers_preserved(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise("I have 42 apples")
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assert tokens == ["i", "have", "42", "apples"]
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def test_contractions(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise("I can't don't won't")
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# Apostrophe is replaced with space, splitting the words
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assert tokens == ["i", "can", "t", "don", "t", "won", "t"]
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def test_hyphenated_words(self, word_tokeniser: WordTokeniser) -> None:
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tokens = word_tokeniser.tokenise("state-of-the-art")
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# Hyphens are removed as punctuation
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assert tokens == ["state", "of", "the", "art"]
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def test_custom_normalisation_form(self) -> None:
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tokeniser = WordTokeniser(normalisation_form="NFKC")
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# NFKC normalises compatibility characters
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# ™ (U+2122) is compatibility equivalent to 'TM'
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tokens = tokeniser.tokenise("test™")
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assert tokens == ["testtm"]
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class TestTokeniserProtocol:
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def test_word_tokeniser_implements_protocol(self) -> None:
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tokeniser: Tokeniser = WordTokeniser()
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# Check that it has the required method
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assert hasattr(tokeniser, "tokenise")
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assert callable(tokeniser.tokenise)
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# Check return type
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result = tokeniser.tokenise("test")
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assert isinstance(result, list)
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assert all(isinstance(t, str) for t in result)
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