i"ddlmZddlZddlmZddlmZddlmZmZddl m Z ddl m Z m Z ddlmZdd lmZerdd lmZmZdd lmZ ddlZd ZdZdZdZGdde Zy#e$r e d wxYw)) TYPE_CHECKINGN)consts)record_token_usage)get_start_span_functionset_data_normalized)SPANDATA) DidNotEnable Integration)should_send_default_pii)event_from_exception)AnyDict)datetimezLiteLLM not installedc^|jdi}|jd}|i}||d<|S)z,Get the metadata dictionary from the kwargs.litellm_paramsmetadata) setdefaultget)kwargsrrs /var/www/html/hwPaymentPortal-be-dev/hw-payment-portal-api/venv/lib/python3.12/site-packages/sentry_sdk/integrations/litellm.py_get_metadata_dictrsC&&'7><@-44V^^5N5N5PQ$V^^V<-44V^^5H5H5JK#%C&v~~v>.4nn.A.AF &v~~yA171G1GI&v~~|D4:NN4M4ML 1-44S9:"%'h;;=N & 0'--E $UOTB%e-@$G$UNDA   dD$' dD$'s A4I>FII/cHt|jd}|y t|tjj ddd\}}tj |||jt||dy#|jt||dwxYw)zHandle request failure.r$Nr3F)typehandled)client_options mechanism)hint) rrr r/r0options capture_eventrdrm)r exceptionrfrgrKeventrqs r_failure_callbackrvs f % ) ). 9D | 8* %002::(U; t   T2 d9oy$7 d9oy$7s ABB!c6eZdZdZdZdeZddZedZy)r2a" LiteLLM integration for Sentry. This integration automatically captures LiteLLM API calls and sends them to Sentry for monitoring and error tracking. It supports all 100+ LLM providers that LiteLLM supports, including OpenAI, Anthropic, Google, Cohere, and many others. Features: - Automatic exception capture for all LiteLLM calls - Token usage tracking across all providers - Provider detection and attribution - Input/output message capture (configurable) - Streaming response support - Cost tracking integration Usage: ```python import litellm import sentry_sdk # Initialize Sentry with the LiteLLM integration sentry_sdk.init( dsn="your-dsn", send_default_pii=True integrations=[ sentry_sdk.integrations.LiteLLMIntegration( include_prompts=True # Set to False to exclude message content ) ] ) # All LiteLLM calls will now be monitored response = litellm.completion( model="gpt-3.5-turbo", messages=[{"role": "user", "content": "Hello!"}] ) ``` Configuration: - include_prompts (bool): Whether to include prompts and responses in spans. Defaults to True. Set to False to exclude potentially sensitive data. r3zauto.ai.c||_y)N)r<)selfr<s r__init__zLiteLLMIntegration.__init__s .rc tjxsgt_ttjvr#tjjttjxsgt_t tjvr#tjjt tj xsgt_ttj vr$tj jtyy)z(Set up LiteLLM callbacks for monitoring.N)r3input_callbackrPrasuccess_callbackrkfailure_callbackrvrr setup_oncezLiteLLMIntegration.setup_onces")!7!7!=2 '"8"8 8  " " ) )/ :#*#;#;#Ar G$<$< <  $ $ + +,= >#*#;#;#Ar G$<$< <  $ $ + +,= > =rN)T) __name__ __module__ __qualname____doc__ identifierr#rz staticmethodrrrrr2r2s4*XJ | $F/ ? ?rr2)typingrr/rsentry_sdk.ai.monitoringrsentry_sdk.ai.utilsrrsentry_sdk.constsrsentry_sdk.integrationsr r sentry_sdk.scoper sentry_sdk.utilsr r rrr3 ImportErrorrrPrkrvr2rrrrsu 7L&=41 !0 CFL9(x8(B?B?O0 . //0s A&&A4