jvddlZddlZddlmZGddejZGddeZGddeZy) N)Callablec>eZdZdZej dedefdZy)RulezAbstract base class for text anonymization rules. Rules define specific patterns or conditions for anonymizing sensitive information in text. Subclasses must implement the apply() method to define the anonymization logic. textreturncyNselfrs n/Users/manta/Documents/Projects/TheRoad-I1/backend/.venv/lib/python3.12/site-packages/opik/anonymizer/rules.pyapplyz Rule.applys N)__name__ __module__ __qualname____doc__abcabstractmethodstrrr rr rrs/  # #  rrc0eZdZdZdedefdZdedefdZy) RegexRulezA rule that uses regular expressions to find and replace patterns in text. This rule compiles a regular expression pattern and applies it to input text, replacing all matches with a specified replacement string. regex replacementcFtj||_||_y)zInitialize the regex rule with a pattern and replacement. Args: regex: Regular expression pattern to match sensitive data. replacement: String to replace matched patterns with. N)recompilepatternr)r rrs r __init__zRegexRule.__init__szz%( &rrrcN|jj|j|Sr )rsubrr s r rzRegexRule.apply$s|| 0 0$77rN)rrrrrrrr rr rrs- 'c''8#8#8rrc8eZdZdZdeegeffdZdedefdZy) FunctionRulezA rule that applies a custom function to anonymize text. This rule allows for flexible anonymization by accepting any callable that takes a string as input and returns an anonymized string. funcc||_y)zInitialize the function rule with a custom anonymization function. Args: func: A callable that takes a string and returns an anonymized version. Nr$)r r$s r rzFunctionRule.__init__/s  rrrc$|j|Sr r&r s r rzFunctionRule.apply7syyrN)rrrrrrrrr rr r#r#(s1 XseSj1##rr#)rrtypingrABCrrr#r rr r*s6   377  88*4r