j 0ddlmZmZmZmZmZddlmZmZm Z eeee e feee e feee ge feeee e fee e fee ge ffee e fee e fee ge ffZ d de de dejfdZdee e fdd fd Zdee e fdd fd Zy ) )UnionListDictCallableTuple) anonymizerrules_anonymizerrulesanonymizer_rules max_depthreturncg}t|r&|jtj|nt |t r8t ||jtj|d|dn_t |tr7t||\}}|jtj||nt |tr|D]}t|r;t |t tfs%|jtj|It |t r7t ||jtj|d|dt |tr6t||\}}|jtj||tdt|ntdt|tj||S)avCreate an anonymizer with the specified rules. Args: anonymizer_rules: Anonymizer rules specification in various formats: - Dict with "regex" and "replace" keys for a single regex rule - Tuple with (regex, replacement) for a single regex rule - Callable that takes a string and returns anonymized string - List of any of the above for multiple rules max_depth: Maximum recursion depth for nested data structures. Returns: An Anonymizer instance configured with the specified rules. Raises: ValueError: If a rule format is invalid. regexreplacezUnsupported rule type in list: zUnsupported rules type: )r )callableappendr FunctionRule isinstancedict_check_dictionary_rule RegexRuletuple_check_tuple_rulelist ValueErrortyper RulesAnonymizer)r r rule_objects regex_pattern replacementrules p/Users/manta/Documents/Projects/TheRoad-I1/backend/.venv/lib/python3.12/site-packages/opik/anonymizer/factory.pycreate_anonymizerr$s&&(L !E../?@A $d +/0 OO,W57G 7R S  $e ,*+%5" {EOOM;GH $d +$D~je}&E##E$6$6t$<=D$'&t,##EOODM4 ?$STD%(!$'-1* {##EOOM;$OP #B4:,!OPP%3D9I4J3KLMM  + +LI NNr"Nc*d|vsd|vr tdy)Nrrz4Dictionary rule must have 'regex' and 'replace' keys)rr"s r#rrGs"dit3OPP4r%c6t|dk7r tdy)Nz=Tuple rule must have exactly 2 elements: (regex, replacement))lenrr's r#rrLs" 4yA~ K  r%) )typingrrrrrr r r str RulesTypeint Anonymizerr$rrr%r#r3s 5511 c3hsCx3%* tCH~uS#X#0DD EFcN #s(O cUCZ   354O4O,/4O4OnQc3hQDQ  E#s(O  r%