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https://github.com/BerriAI/litellm.git
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fix: fix websocket import
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parent
faff9d1dc5
commit
975bea3933
1 changed files with 63 additions and 52 deletions
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@ -346,9 +346,7 @@ from litellm.proxy.management_endpoints.fallback_management_endpoints import (
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from litellm.proxy.management_endpoints.internal_user_endpoints import (
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router as internal_user_router,
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)
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from litellm.proxy.management_endpoints.internal_user_endpoints import (
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user_update,
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)
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from litellm.proxy.management_endpoints.internal_user_endpoints import user_update
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from litellm.proxy.management_endpoints.key_management_endpoints import (
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delete_verification_tokens,
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duration_in_seconds,
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@ -403,9 +401,7 @@ from litellm.proxy.ocr_endpoints.endpoints import router as ocr_router
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from litellm.proxy.openai_files_endpoints.files_endpoints import (
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router as openai_files_router,
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)
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from litellm.proxy.openai_files_endpoints.files_endpoints import (
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set_files_config,
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)
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from litellm.proxy.openai_files_endpoints.files_endpoints import set_files_config
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from litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints import (
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passthrough_endpoint_router,
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)
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@ -501,9 +497,7 @@ from litellm.types.proxy.management_endpoints.ui_sso import (
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LiteLLM_UpperboundKeyGenerateParams,
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)
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from litellm.types.realtime import RealtimeQueryParams
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from litellm.types.router import (
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DeploymentTypedDict,
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)
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from litellm.types.router import DeploymentTypedDict
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from litellm.types.router import ModelInfo as RouterModelInfo
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from litellm.types.router import (
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RouterGeneralSettings,
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@ -590,9 +584,9 @@ except ImportError:
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server_root_path = get_server_root_path()
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_license_check = LicenseCheck()
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premium_user: bool = _license_check.is_premium()
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premium_user_data: Optional[
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"EnterpriseLicenseData"
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] = _license_check.airgapped_license_data
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premium_user_data: Optional["EnterpriseLicenseData"] = (
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_license_check.airgapped_license_data
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)
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global_max_parallel_request_retries_env: Optional[str] = os.getenv(
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"LITELLM_GLOBAL_MAX_PARALLEL_REQUEST_RETRIES"
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)
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@ -1257,9 +1251,9 @@ master_key: Optional[str] = None
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config_agents: Optional[List[AgentConfig]] = None
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otel_logging = False
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prisma_client: Optional[PrismaClient] = None
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shared_aiohttp_session: Optional[
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"ClientSession"
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] = None # Global shared session for connection reuse
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shared_aiohttp_session: Optional["ClientSession"] = (
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None # Global shared session for connection reuse
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)
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user_api_key_cache = DualCache(
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default_in_memory_ttl=UserAPIKeyCacheTTLEnum.in_memory_cache_ttl.value
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)
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@ -1267,11 +1261,13 @@ model_max_budget_limiter = _PROXY_VirtualKeyModelMaxBudgetLimiter(
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dual_cache=user_api_key_cache
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)
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litellm.logging_callback_manager.add_litellm_callback(model_max_budget_limiter)
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redis_usage_cache: Optional[
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RedisCache
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] = None # redis cache used for tracking spend, tpm/rpm limits
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redis_usage_cache: Optional[RedisCache] = (
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None # redis cache used for tracking spend, tpm/rpm limits
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)
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polling_via_cache_enabled: Union[Literal["all"], List[str], bool] = False
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native_background_mode: List[str] = [] # Models that should use native provider background mode instead of polling
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native_background_mode: List[str] = (
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[]
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) # Models that should use native provider background mode instead of polling
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polling_cache_ttl: int = 3600 # Default 1 hour TTL for polling cache
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user_custom_auth = None
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user_custom_key_generate = None
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@ -1609,9 +1605,9 @@ async def update_cache( # noqa: PLR0915
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_id = "team_id:{}".format(team_id)
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try:
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# Fetch the existing cost for the given user
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existing_spend_obj: Optional[
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LiteLLM_TeamTable
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] = await user_api_key_cache.async_get_cache(key=_id)
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existing_spend_obj: Optional[LiteLLM_TeamTable] = (
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await user_api_key_cache.async_get_cache(key=_id)
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)
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if existing_spend_obj is None:
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# do nothing if team not in api key cache
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return
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@ -4071,10 +4067,10 @@ class ProxyConfig:
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)
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try:
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guardrails_in_db: List[
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Guardrail
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] = await GuardrailRegistry.get_all_guardrails_from_db(
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prisma_client=prisma_client
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guardrails_in_db: List[Guardrail] = (
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await GuardrailRegistry.get_all_guardrails_from_db(
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prisma_client=prisma_client
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)
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)
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verbose_proxy_logger.debug(
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"guardrails from the DB %s", str(guardrails_in_db)
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@ -4433,9 +4429,9 @@ async def initialize( # noqa: PLR0915
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user_api_base = api_base
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dynamic_config[user_model]["api_base"] = api_base
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if api_version:
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os.environ[
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"AZURE_API_VERSION"
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] = api_version # set this for azure - litellm can read this from the env
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os.environ["AZURE_API_VERSION"] = (
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api_version # set this for azure - litellm can read this from the env
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)
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if max_tokens: # model-specific param
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dynamic_config[user_model]["max_tokens"] = max_tokens
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if temperature: # model-specific param
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@ -6512,6 +6508,8 @@ async def realtime_websocket_endpoint(
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),
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user_api_key_dict=Depends(user_api_key_auth_websocket),
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):
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import websockets
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await websocket.accept()
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# Only use explicit parameters, not all query params
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@ -8070,7 +8068,8 @@ async def _apply_search_filter_to_models(
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# Fetch database models if we need more for the current page
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if router_models_count < models_needed_for_page:
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models_to_fetch = min(
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models_needed_for_page - router_models_count, db_models_total_count
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models_needed_for_page - router_models_count,
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db_models_total_count,
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)
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if models_to_fetch > 0:
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@ -8106,21 +8105,21 @@ async def _apply_search_filter_to_models(
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def _normalize_datetime_for_sorting(dt: Any) -> Optional[datetime]:
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"""
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Normalize a datetime value to a timezone-aware UTC datetime for sorting.
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This function handles:
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- None values: returns None
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- String values: parses ISO format strings and converts to UTC-aware datetime
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- Datetime objects: converts naive datetimes to UTC-aware, and aware datetimes to UTC
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Args:
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dt: Datetime value (None, str, or datetime object)
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Returns:
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UTC-aware datetime object, or None if input is None or cannot be parsed
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"""
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if dt is None:
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return None
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if isinstance(dt, str):
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try:
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# Handle ISO format strings, including 'Z' suffix
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@ -8134,14 +8133,14 @@ def _normalize_datetime_for_sorting(dt: Any) -> Optional[datetime]:
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return parsed_dt
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except (ValueError, AttributeError):
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return None
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if isinstance(dt, datetime):
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# If naive, assume UTC and make it aware
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if dt.tzinfo is None:
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return dt.replace(tzinfo=timezone.utc)
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# If aware, convert to UTC
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return dt.astimezone(timezone.utc)
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return None
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@ -8161,46 +8160,60 @@ def _sort_models(
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Returns:
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Sorted list of models
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"""
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if not sort_by or sort_by not in ["model_name", "created_at", "updated_at", "costs", "status"]:
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if not sort_by or sort_by not in [
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"model_name",
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"created_at",
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"updated_at",
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"costs",
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"status",
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]:
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return all_models
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reverse = sort_order.lower() == "desc"
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def get_sort_key(model: Dict[str, Any]) -> Any:
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model_info = model.get("model_info", {})
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if sort_by == "model_name":
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return model.get("model_name", "").lower()
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elif sort_by == "created_at":
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created_at = model_info.get("created_at")
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normalized_dt = _normalize_datetime_for_sorting(created_at)
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if normalized_dt is None:
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# Put None values at the end for asc, at the start for desc
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return (datetime.max.replace(tzinfo=timezone.utc) if not reverse else datetime.min.replace(tzinfo=timezone.utc))
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return (
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datetime.max.replace(tzinfo=timezone.utc)
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if not reverse
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else datetime.min.replace(tzinfo=timezone.utc)
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)
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return normalized_dt
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elif sort_by == "updated_at":
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updated_at = model_info.get("updated_at")
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normalized_dt = _normalize_datetime_for_sorting(updated_at)
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if normalized_dt is None:
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return (datetime.max.replace(tzinfo=timezone.utc) if not reverse else datetime.min.replace(tzinfo=timezone.utc))
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return (
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datetime.max.replace(tzinfo=timezone.utc)
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if not reverse
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else datetime.min.replace(tzinfo=timezone.utc)
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)
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return normalized_dt
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elif sort_by == "costs":
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input_cost = model_info.get("input_cost_per_token", 0) or 0
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output_cost = model_info.get("output_cost_per_token", 0) or 0
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total_cost = input_cost + output_cost
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# Put 0 or None costs at the end for asc, at the start for desc
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if total_cost == 0:
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return (float("inf") if not reverse else float("-inf"))
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return float("inf") if not reverse else float("-inf")
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return total_cost
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elif sort_by == "status":
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# False (config) comes before True (db) for asc
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db_model = model_info.get("db_model", False)
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return db_model
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return None
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try:
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@ -8396,9 +8409,7 @@ async def _find_model_by_id(
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)
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if db_model:
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# Convert database model to router format
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decrypted_models = proxy_config.decrypt_model_list_from_db(
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[db_model]
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)
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decrypted_models = proxy_config.decrypt_model_list_from_db([db_model])
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if decrypted_models:
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found_model = decrypted_models[0]
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except Exception as e:
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@ -10708,9 +10719,9 @@ async def get_config_list(
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hasattr(sub_field_info, "description")
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and sub_field_info.description is not None
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):
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nested_fields[
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idx
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].field_description = sub_field_info.description
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nested_fields[idx].field_description = (
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sub_field_info.description
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)
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idx += 1
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_stored_in_db = None
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