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24 lines
727 B
Python
24 lines
727 B
Python
from presidio_analyzer import AnalyzerEngine
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from presidio_anonymizer import AnonymizerEngine
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from presidio_anonymizer.entities import OperatorConfig
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from pprint import pprint
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import json
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text_to_anonymize = "His name is Tom and his phone number is 212-555-5555"
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analyzer = AnalyzerEngine()
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anonymizer = AnonymizerEngine()
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analyzer_results = analyzer.analyze(text=text_to_anonymize, language="en")
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print("PII Detection:")
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print(analyzer_results)
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anonymized_results = anonymizer.anonymize(
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text=text_to_anonymize,
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analyzer_results=analyzer_results,
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operators={"DEFAULT": OperatorConfig("replace", {"new_value": "<ANONYMIZED>"})},
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)
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print("\nPII Anonymization:")
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pprint(json.loads(anonymized_results.to_json()))
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