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c82f787b41
* Add TextCleaner component * Update docstrings and simplify run logic * Update docstrings
71 lines
2.3 KiB
Python
71 lines
2.3 KiB
Python
from haystack.components.preprocessors import TextCleaner
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def test_init_default():
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cleaner = TextCleaner()
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assert cleaner._remove_regexps is None
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assert not cleaner._convert_to_lowercase
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assert not cleaner._remove_punctuation
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assert not cleaner._remove_numbers
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assert cleaner._regex is None
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assert cleaner._translator is None
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def test_run():
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cleaner = TextCleaner()
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texts = ["Some text", "Some other text", "Yet another text"]
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result = cleaner.run(texts=texts)
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assert len(result) == 1
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assert result["texts"] == texts
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def test_run_with_empty_inputs():
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cleaner = TextCleaner()
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result = cleaner.run(texts=[])
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assert len(result) == 1
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assert result["texts"] == []
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def test_run_with_regex():
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cleaner = TextCleaner(remove_regexps=[r"\d+"])
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result = cleaner.run(texts=["Open123 Source", "HaystackAI"])
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assert len(result) == 1
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assert result["texts"] == ["Open Source", "HaystackAI"]
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def test_run_with_multiple_regexps():
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cleaner = TextCleaner(remove_regexps=[r"\d+", r"[^\w\s]"])
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result = cleaner.run(texts=["Open123! Source", "Haystack.AI"])
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assert len(result) == 1
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assert result["texts"] == ["Open Source", "HaystackAI"]
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def test_run_with_convert_to_lowercase():
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cleaner = TextCleaner(convert_to_lowercase=True)
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result = cleaner.run(texts=["Open123! Source", "Haystack.AI"])
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assert len(result) == 1
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assert result["texts"] == ["open123! source", "haystack.ai"]
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def test_run_with_remove_punctuation():
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cleaner = TextCleaner(remove_punctuation=True)
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result = cleaner.run(texts=["Open123! Source", "Haystack.AI"])
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assert len(result) == 1
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assert result["texts"] == ["Open123 Source", "HaystackAI"]
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def test_run_with_remove_numbers():
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cleaner = TextCleaner(remove_numbers=True)
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result = cleaner.run(texts=["Open123! Source", "Haystack.AI"])
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assert len(result) == 1
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assert result["texts"] == ["Open! Source", "Haystack.AI"]
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def test_run_with_multiple_parameters():
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cleaner = TextCleaner(
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remove_regexps=[r"\d+", r"[^\w\s]"], convert_to_lowercase=True, remove_punctuation=True, remove_numbers=True
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)
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result = cleaner.run(texts=["Open%123. !$Source", "Haystack.AI##"])
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assert len(result) == 1
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assert result["texts"] == ["open source", "haystackai"]
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