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(fix) logging Auth errors on datadog (#6995)
* fix get_standard_logging_object_payload * fix async_post_call_failure_hook * fix post_call_failure_hook * fix change * fix _is_proxy_only_error * fix async_post_call_failure_hook * fix getting request body * remove redundant code * use a well named original function name for auth errors * fix logging auth fails on DD * fix using request body * use helper for _handle_logging_proxy_only_error
This commit is contained in:
Ishaan Jaff
GitHub
parent
05aa740a7d
commit
9617e7433d
6 changed files with 121 additions and 413 deletions
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@ -87,6 +87,7 @@ from litellm.proxy.hooks.max_budget_limiter import _PROXY_MaxBudgetLimiter
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from litellm.proxy.hooks.parallel_request_limiter import (
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_PROXY_MaxParallelRequestsHandler,
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)
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from litellm.proxy.litellm_pre_call_utils import LiteLLMProxyRequestSetup
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from litellm.secret_managers.main import str_to_bool
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from litellm.types.integrations.slack_alerting import DEFAULT_ALERT_TYPES
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from litellm.types.utils import CallTypes, LoggedLiteLLMParams
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@ -750,6 +751,8 @@ class ProxyLogging:
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request_data: dict,
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original_exception: Exception,
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user_api_key_dict: UserAPIKeyAuth,
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error_type: Optional[ProxyErrorTypes] = None,
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route: Optional[str] = None,
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):
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"""
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Allows users to raise custom exceptions/log when a call fails, without having to deal with parsing Request body.
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@ -787,87 +790,16 @@ class ProxyLogging:
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)
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### LOGGING ###
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if isinstance(original_exception, HTTPException):
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litellm_logging_obj: Optional[Logging] = request_data.get(
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"litellm_logging_obj", None
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if self._is_proxy_only_error(
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original_exception=original_exception, error_type=error_type
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):
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await self._handle_logging_proxy_only_error(
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request_data=request_data,
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user_api_key_dict=user_api_key_dict,
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route=route,
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original_exception=original_exception,
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)
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if litellm_logging_obj is None:
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import uuid
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request_data["litellm_call_id"] = str(uuid.uuid4())
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litellm_logging_obj, data = litellm.utils.function_setup(
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original_function="IGNORE_THIS",
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rules_obj=litellm.utils.Rules(),
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start_time=datetime.now(),
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**request_data,
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)
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if litellm_logging_obj is not None:
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## UPDATE LOGGING INPUT
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_optional_params = {}
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_litellm_params = {}
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litellm_param_keys = LoggedLiteLLMParams.__annotations__.keys()
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for k, v in request_data.items():
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if k in litellm_param_keys:
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_litellm_params[k] = v
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elif k != "model" and k != "user":
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_optional_params[k] = v
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litellm_logging_obj.update_environment_variables(
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model=request_data.get("model", ""),
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user=request_data.get("user", ""),
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optional_params=_optional_params,
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litellm_params=_litellm_params,
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)
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input: Union[list, str, dict] = ""
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if "messages" in request_data and isinstance(
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request_data["messages"], list
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):
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input = request_data["messages"]
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elif "prompt" in request_data and isinstance(
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request_data["prompt"], str
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):
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input = request_data["prompt"]
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elif "input" in request_data and isinstance(
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request_data["input"], list
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):
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input = request_data["input"]
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litellm_logging_obj.pre_call(
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input=input,
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api_key="",
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)
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# log the custom exception
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await litellm_logging_obj.async_failure_handler(
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exception=original_exception,
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traceback_exception=traceback.format_exc(),
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)
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threading.Thread(
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target=litellm_logging_obj.failure_handler,
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args=(
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original_exception,
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traceback.format_exc(),
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),
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).start()
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await self._run_post_call_failure_hook_custom_loggers(
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original_exception=original_exception,
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request_data=request_data,
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user_api_key_dict=user_api_key_dict,
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)
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return
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async def _run_post_call_failure_hook_custom_loggers(
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self,
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original_exception: Exception,
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request_data: dict,
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user_api_key_dict: UserAPIKeyAuth,
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):
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for callback in litellm.callbacks:
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try:
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_callback: Optional[CustomLogger] = None
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@ -885,39 +817,113 @@ class ProxyLogging:
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)
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except Exception as e:
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raise e
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return
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async def async_log_proxy_authentication_errors(
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def _is_proxy_only_error(
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self,
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original_exception: Exception,
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request: Request,
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parent_otel_span: Optional[Any],
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api_key: Optional[str],
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error_type: Optional[ProxyErrorTypes] = None,
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) -> bool:
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"""
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Return True if the error is a Proxy Only Error
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Prevents double logging of LLM API exceptions
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e.g should only return True for:
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- Authentication Errors from user_api_key_auth
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- HTTP HTTPException (rate limit errors)
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"""
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return isinstance(original_exception, HTTPException) or (
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error_type == ProxyErrorTypes.auth_error
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)
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async def _handle_logging_proxy_only_error(
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self,
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request_data: dict,
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user_api_key_dict: UserAPIKeyAuth,
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route: Optional[str] = None,
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original_exception: Optional[Exception] = None,
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):
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"""
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Handler for Logging Authentication Errors on LiteLLM Proxy
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Why not use post_call_failure_hook?
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- `post_call_failure_hook` calls `litellm_logging_obj.async_failure_handler`. This led to the Exception being logged twice
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Handle logging for proxy only errors by calling `litellm_logging_obj.async_failure_handler`
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What does this handler do?
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- Logs Authentication Errors (like invalid API Key passed) to CustomLogger compatible classes (OTEL, Datadog etc)
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- calls CustomLogger.async_post_call_failure_hook
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Is triggered when self._is_proxy_only_error() returns True
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"""
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litellm_logging_obj: Optional[Logging] = request_data.get(
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"litellm_logging_obj", None
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)
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if litellm_logging_obj is None:
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import uuid
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user_api_key_dict = UserAPIKeyAuth(
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parent_otel_span=parent_otel_span,
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token=_hash_token_if_needed(token=api_key or ""),
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)
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try:
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request_data = await request.json()
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except json.JSONDecodeError:
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# For GET requests or requests without a JSON body
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request_data = {}
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await self._run_post_call_failure_hook_custom_loggers(
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original_exception=original_exception,
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request_data=request_data,
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user_api_key_dict=user_api_key_dict,
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)
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pass
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request_data["litellm_call_id"] = str(uuid.uuid4())
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user_api_key_logged_metadata = (
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LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(
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user_api_key_dict=user_api_key_dict
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)
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)
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litellm_logging_obj, data = litellm.utils.function_setup(
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original_function=route or "IGNORE_THIS",
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rules_obj=litellm.utils.Rules(),
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start_time=datetime.now(),
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**request_data,
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)
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if "metadata" not in request_data:
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request_data["metadata"] = {}
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request_data["metadata"].update(user_api_key_logged_metadata)
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if litellm_logging_obj is not None:
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## UPDATE LOGGING INPUT
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_optional_params = {}
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_litellm_params = {}
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litellm_param_keys = LoggedLiteLLMParams.__annotations__.keys()
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for k, v in request_data.items():
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if k in litellm_param_keys:
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_litellm_params[k] = v
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elif k != "model" and k != "user":
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_optional_params[k] = v
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litellm_logging_obj.update_environment_variables(
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model=request_data.get("model", ""),
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user=request_data.get("user", ""),
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optional_params=_optional_params,
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litellm_params=_litellm_params,
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)
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input: Union[list, str, dict] = ""
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if "messages" in request_data and isinstance(
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request_data["messages"], list
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):
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input = request_data["messages"]
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litellm_logging_obj.model_call_details["messages"] = input
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litellm_logging_obj.call_type = CallTypes.acompletion.value
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elif "prompt" in request_data and isinstance(request_data["prompt"], str):
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input = request_data["prompt"]
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litellm_logging_obj.model_call_details["prompt"] = input
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litellm_logging_obj.call_type = CallTypes.atext_completion.value
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elif "input" in request_data and isinstance(request_data["input"], list):
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input = request_data["input"]
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litellm_logging_obj.model_call_details["input"] = input
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litellm_logging_obj.call_type = CallTypes.aembedding.value
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litellm_logging_obj.pre_call(
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input=input,
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api_key="",
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)
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# log the custom exception
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await litellm_logging_obj.async_failure_handler(
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exception=original_exception,
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traceback_exception=traceback.format_exc(),
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)
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threading.Thread(
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target=litellm_logging_obj.failure_handler,
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args=(
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original_exception,
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traceback.format_exc(),
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),
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).start()
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async def post_call_success_hook(
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self,
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