§ ™Štj÷ ãóN—ddlZddlmZddlmZddlmZGd„de¦«ZdS)éN)ÚAny)Úoverride)ÚStringEvaluatorc óÖ‡—eZdZdZddœdedefˆfd„Zedefd„¦«Z edefd „¦«Z ede e fd „¦«Z ede fd „¦«Zed e d e dedefd„¦«ZˆxZS)ÚRegexMatchStringEvaluatoraCompute a regex match between the prediction and the reference. Examples: ---------- >>> evaluator = RegexMatchStringEvaluator(flags=re.IGNORECASE) >>> evaluator.evaluate_strings( prediction="Mindy is the CTO", reference="^mindy.*cto$", ) # This will return {'score': 1.0} due to the IGNORECASE flag >>> evaluator = RegexMatchStringEvaluator() >>> evaluator.evaluate_strings( prediction="Mindy is the CTO", reference="^Mike.*CEO$", ) # This will return {'score': 0.0} >>> evaluator.evaluate_strings( prediction="Mindy is the CTO", reference="^Mike.*CEO$|^Mindy.*CTO$", ) # This will return {'score': 1.0} as the prediction matches the second pattern in the union r©Úflagsr Ú_c óV•—t¦« ¦«||_dS)zŒInitialize the RegexMatchStringEvaluator. Args: flags: Flags to use for the regex match. Defaults to no flags. N)ÚsuperÚ__init__r )Úselfr r Ú __class__s €úk/var/www/html/CA-Chatbot/venv/lib/python3.11/site-packages/langchain_classic/evaluation/regex_match/base.pyr z"RegexMatchStringEvaluator.__init__ s&ø€õ ‰Œ×ÒÑÔÐ؈Œ ˆ ˆ óÚreturncó—dS)z&This evaluator does not require input.F©©rs rÚrequires_inputz(RegexMatchStringEvaluator.requires_input)s €ðˆurcó—dS)z$This evaluator requires a reference.Trrs rÚrequires_referencez,RegexMatchStringEvaluator.requires_reference.s €ðˆtrcó —ddgS)zJGet the input keys. Returns: The input keys. Ú referenceÚ predictionrrs rÚ input_keysz$RegexMatchStringEvaluator.input_keys3s€ð˜\Ð*Ð*rcó—dS)zTGet the evaluation name. Returns: The evaluation name. Ú regex_matchrrs rÚevaluation_namez)RegexMatchStringEvaluator.evaluation_name<s €ðˆ}rrrÚkwargsc óv—tj|||j¬¦«}dtt |¦«¦«iS)aGEvaluate the regex match between the prediction and the reference. Args: prediction: The prediction string. reference: The reference regex pattern. **kwargs: Additional keyword arguments (not used). Returns: The evaluation results containing the score. rÚscore)ÚreÚmatchr ÚintÚbool)rrrr r$s rÚ_evaluate_stringsz+RegexMatchStringEvaluator._evaluate_stringsEs5€õ$”˜ J°d´jÐAÑAÔAˆØT %™[œ[Ñ)Ô)Ð*Ð*r)Ú__name__Ú __module__Ú __qualname__Ú__doc__r%rr Úpropertyr&rrÚlistÚstrrrrÚdictr'Ú __classcell__)rs@rrr sLø€€€€€ððð,()ððð ð¨sðððððððð ðððñ„Xððð Dðððñ„Xððð+˜D œIð+ð+ð+ñ„Xð+ðð ðððñ„Xððð+ðð+ðð +ð ð +ð ð +ð+ð+ñ„Xð+ð+ð+ð+ð+rr)r#ÚtypingrÚtyping_extensionsrÚ#langchain_classic.evaluation.schemarrrrrúr4s‚ðØ € € € ØÐÐÐÐÐà&Ð&Ð&Ð&Ð&Ð&à?Ð?Ð?Ð?Ð?Ð?ðO+ðO+ðO+ðO+ðO+ ñO+ôO+ðO+ðO+ðO+r