bi ddlmZddlZddlZddlZddlmZd dZdd Zed Z eej fd Z d Z dS)) annotationsN)contextmanagerreturnstrc|jj}||tjjkr |jjS|dz|jjzS)a Gives a full name (package_name.class_name) for a class / object in Python. Will be used to load the correct classes from JSON files Args: o: The object for which to get the full name. Returns: str: The full name of the object. Example: >>> from sentence_transformers.losses import MultipleNegativesRankingLoss >>> from sentence_transformers import SentenceTransformer >>> from sentence_transformers.util import fullname >>> model = SentenceTransformer('all-MiniLM-L6-v2') >>> loss = MultipleNegativesRankingLoss(model) >>> fullname(loss) 'sentence_transformers.losses.MultipleNegativesRankingLoss.MultipleNegativesRankingLoss' N.) __class__ __module__r__name__)omodules Z/root/projects/butler/venv/lib/python3.11/site-packages/sentence_transformers/util/misc.pyfullnamer sA*[ #F ~3=#;;;{##|ak222 dotted_pathtypec^ |dd\}}n"#t$r|d}t|wxYw tj|}n$#t $rtj|}YnwxYw t ||S#t$rd|d|d}t|wxYw)a: Import a dotted module path and return the attribute/class designated by the last name in the path. Raise ImportError if the import failed. Args: dotted_path (str): The dotted module path. Returns: Any: The attribute/class designated by the last name in the path. Raises: ImportError: If the import failed. Example: >>> import_from_string('sentence_transformers.losses.MultipleNegativesRankingLoss') rz doesn't look like a module pathzModule "z" does not define a "z" attribute/class)rsplit ValueError ImportError importlib import_module ExceptiongetattrAttributeError)r module_path class_namemsgr s rimport_from_stringr %s$"-"4"4S!"<"< ZZ >>>#6(55 666(556vz*** XXX:XXX#s%;AA54A59B #B,c#Kddlm}m}m}|} |r |dV|r |dSdS#|r |wwxYw)zN A context manager that will disable caching in the datasets library. r)disable_cachingenable_cachingis_caching_enabledN)datasetsr"r#r$)r"r#r$is_originally_enableds rdisable_datasets_cachingr'Is MLLLLLLLLL..00   O       N          N     s 8Ac#Ktjjj}tj| dVtj|dS#tj|wxYw)z A context manager that will prevent any logging messages triggered during the body from being processed. Args: highest_level: the maximum logging level allowed. N)loggingrootmanagerdisable) highest_levelprevious_levels rdisable_loggingr/[s_\)1N OM"""( '''''''''s AAct|dd5}tj|}t|}dddn #1swxYwYt |dkrq|d|t|ddd5}tj|}||dddn #1swxYwYdSdS) Nzutf-8)newlineencodingrwTF)opencsvreaderlistlenextendwriter writerows)csv_pathadditional_datafr8rowsr<s rappend_to_last_rowrBms@ hW 5 5 5AF|| 4yy1}} R((((Cg > > > #!Z]]F   T " " " # # # # # # # # # # # # # # #t 5s#$AA A*CC  C )rr)rrrr) __future__rr7rr) contextlibrrr r'CRITICALr/rBrrrGs"""""" %%%%%%33338!!!!H"")"2(((("r