fi#ddlmZddlZddlmZddlmZddlmZmZm Z ddl m Z ddl m Z mZddlmZdd lmZerdd lmZmZdd lmZ ddlZn#e$r e d wxYwd ZdZdZdZGddeZdS)) TYPE_CHECKINGN)consts)record_token_usage)get_start_span_functionset_data_normalizedtruncate_and_annotate_messages)SPANDATA) DidNotEnable Integration)should_send_default_pii)event_from_exception)AnyDict)datetimezLiteLLM not installedcn|di}|d}|i}||d<|S)z,Get the metadata dictionary from the kwargs.litellm_paramsmetadata) setdefaultget)kwargsrrs o/var/www/html/Pagina-Ingenieria-Requisitos/venv/lib/python3.11/site-packages/sentry_sdk/integrations/litellm.py_get_metadata_dictrsI&&'7<<@@ :-44V^5N5N5P5PQQQQ$V^V<< :-44V^5H5H5J5JKKKK#%C&v~v>>B.4n.AF &v~yAAH171GI&v~|DDN4:N4ML 1-44S999$'h;=N & 0 0 '-E $UOTBB%e-@$GG$UNDAA      dD$''''' dD$''''s G2I""I;cvt|d}|dS t|tjjddd\}}tj|||t||ddS#|t||dwxYw)zHandle request failure.r&Nr6F)typehandled)client_options mechanism)hint) rrr r2r3options capture_eventrjrs)r exceptionrlrmrOeventrws r_failure_callbackr|s f % % ) ). 9 9D | 8* %022:(U;;   t  T2222 d9ooy$77777 d9ooy$7777s AB&B8c>eZdZdZdZdeZddZedZdS) r5a" LiteLLM integration for Sentry. This integration automatically captures LiteLLM API calls and sends them to Sentry for monitoring and error tracking. It supports all 100+ LLM providers that LiteLLM supports, including OpenAI, Anthropic, Google, Cohere, and many others. Features: - Automatic exception capture for all LiteLLM calls - Token usage tracking across all providers - Provider detection and attribution - Input/output message capture (configurable) - Streaming response support - Cost tracking integration Usage: ```python import litellm import sentry_sdk # Initialize Sentry with the LiteLLM integration sentry_sdk.init( dsn="your-dsn", send_default_pii=True integrations=[ sentry_sdk.integrations.LiteLLMIntegration( include_prompts=True # Set to False to exclude message content ) ] ) # All LiteLLM calls will now be monitored response = litellm.completion( model="gpt-3.5-turbo", messages=[{"role": "user", "content": "Hello!"}] ) ``` Configuration: - include_prompts (bool): Whether to include prompts and responses in spans. Defaults to True. Set to False to exclude potentially sensitive data. r6zauto.ai.Tc||_dS)N)r?)selfr?s r__init__zLiteLLMIntegration.__init__s.rctjpgt_ttjvr$tjttjpgt_t tjvr$tjt tjpgt_ttjvr&tjtdSdS)z(Set up LiteLLM callbacks for monitoring.N)r6input_callbackrVrgsuccess_callbackrqfailure_callbackr|rr setup_oncezLiteLLMIntegration.setup_onces")!7!=2 '"8 8 8  " ) )/ : : :#*#;#Ar G$< < <  $ + +,= > > >#*#;#Ar G$< < <  $ + +,= > > > > > = rs 777777 '&&&&&========444444111111"        !!!!!!0NNNN000 ,. / //0   JFJFJFZ9(9(9(x888(B?B?B?B?B?B?B?B?B?B?s AA"