Simple anonymization example

In [ ]:

from presidio_analyzer import AnalyzerEngine
from presidio_anonymizer import AnonymizerEngine
from presidio_anonymizer.entities import OperatorConfig
from pprint import pprint
import json

from presidio_analyzer import AnalyzerEngine from presidio_anonymizer import AnonymizerEngine from presidio_anonymizer.entities import OperatorConfig from pprint import pprint import json

In [ ]:

text_to_anonymize = "His name is Tom and his phone number is 212-555-5555"

text_to_anonymize = "His name is Tom and his phone number is 212-555-5555"

In [ ]:

analyzer = AnalyzerEngine()
anonymizer = AnonymizerEngine()

analyzer = AnalyzerEngine() anonymizer = AnonymizerEngine()

In [ ]:

analyzer_results = analyzer.analyze(text=text_to_anonymize, language="en")
print("PII Detection:")
print(analyzer_results)

analyzer_results = analyzer.analyze(text=text_to_anonymize, language="en") print("PII Detection:") print(analyzer_results)

In [ ]:

anonymized_results = anonymizer.anonymize(
    text=text_to_anonymize,
    analyzer_results=analyzer_results,
    operators={"DEFAULT": OperatorConfig("replace", {"new_value": "<ANONYMIZED>"})},
)
print("\nPII Anonymization:")
pprint(json.loads(anonymized_results.to_json()))

anonymized_results = anonymizer.anonymize( text=text_to_anonymize, analyzer_results=analyzer_results, operators={"DEFAULT": OperatorConfig("replace", {"new_value": ""})}, ) print("\nPII Anonymization:") pprint(json.loads(anonymized_results.to_json()))