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37 lines
1.0 KiB
Python
37 lines
1.0 KiB
Python
from presidio_analyzer import AnalyzerEngine, PatternRecognizer, Pattern
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if __name__ == "__main__":
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analyzer = AnalyzerEngine()
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text1 = "Professor Plum, in the Dining Room, with the candlestick"
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titles_list = [
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"Sir",
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"Ma'am",
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"Madam",
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"Mr.",
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"Mrs.",
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"Ms.",
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"Miss",
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"Dr.",
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"Professor",
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]
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titles_recognizer = PatternRecognizer(
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supported_entity="TITLE", deny_list=titles_list
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)
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analyzer.registry.add_recognizer(titles_recognizer)
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result = analyzer.analyze(text=text1, language="en")
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print(f"\nDeny List result:\n {result}")
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text2 = "I live in 510 Broad st."
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numbers_pattern = Pattern(name="numbers_pattern", regex=r"\d+", score=0.5)
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number_recognizer = PatternRecognizer(
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supported_entity="NUMBER", patterns=[numbers_pattern]
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)
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result = number_recognizer.analyze(text=text2, entities=["NUMBER"])
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print(f"\nRegex result:\n {result}")
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