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fix(health_check_helpers.py): set max tokens for wildcard call to 10, fixes calling gpt-5-nano via wildcard on openai (#13482)
gpt-5-nano raises errors for max_tokens=1
This commit is contained in:
Krish Dholakia
@@ -1,12 +1,13 @@
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"""
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Helper functions for health check calls.
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"""
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from typing import TYPE_CHECKING
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if TYPE_CHECKING:
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from litellm.litellm_core_utils.litellm_logging import Logging
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class HealthCheckHelpers:
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@staticmethod
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@@ -38,10 +39,9 @@ class HealthCheckHelpers:
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model_params["model"] = cheapest_models[0]
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model_params["litellm_logging_obj"] = litellm_logging_obj
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model_params["fallbacks"] = fallback_models
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model_params["max_tokens"] = 1
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model_params["max_tokens"] = 10 # gpt-5-nano throws errors for max_tokens=1
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await acompletion(**model_params)
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return {}
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@staticmethod
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def _update_model_params_with_health_check_tracking_information(
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@@ -57,6 +57,7 @@ class HealthCheckHelpers:
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"""
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from litellm.proxy._types import UserAPIKeyAuth
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from litellm.proxy.litellm_pre_call_utils import LiteLLMProxyRequestSetup
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_metadata_variable_name = "litellm_metadata"
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litellm_metadata = HealthCheckHelpers._get_metadata_for_health_check_call()
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model_params[_metadata_variable_name] = litellm_metadata
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@@ -66,13 +67,14 @@ class HealthCheckHelpers:
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_metadata_variable_name=_metadata_variable_name,
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)
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return model_params
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@staticmethod
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def _get_metadata_for_health_check_call():
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"""
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Returns the metadata for the health check call.
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"""
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from litellm.constants import LITTELM_INTERNAL_HEALTH_SERVICE_ACCOUNT_NAME
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return {
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"tags": [LITTELM_INTERNAL_HEALTH_SERVICE_ACCOUNT_NAME],
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}
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}
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6:[["$","meta","0",{"name":"viewport","content":"width=device-width, initial-scale=1"}],["$","meta","1",{"charSet":"utf-8"}],["$","title","2",{"children":"LiteLLM Dashboard"}],["$","meta","3",{"name":"description","content":"LiteLLM Proxy Admin UI"}],["$","link","4",{"rel":"icon","href":"/favicon.ico","type":"image/x-icon","sizes":"16x16"}],["$","link","5",{"rel":"icon","href":"./favicon.ico"}],["$","meta","6",{"name":"next-size-adjust"}]]
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1:null
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File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
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2:I[19107,[],"ClientPageRoot"]
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3:I[12011,["665","static/chunks/3014691f-b7b79b78e27792f3.js","85","static/chunks/85-aa9694ed291cdedf.js","154","static/chunks/154-ff9562264ad409e1.js","461","static/chunks/app/onboarding/page-94ef2a34b1440aa2.js"],"default",1]
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3:I[12011,["665","static/chunks/3014691f-b7b79b78e27792f3.js","85","static/chunks/85-52b9060394399707.js","154","static/chunks/154-7bf3bbb913e68f71.js","461","static/chunks/app/onboarding/page-6b5d568180da3ccd.js"],"default",1]
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4:I[4707,[],""]
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5:I[36423,[],""]
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||||
6:[["$","meta","0",{"name":"viewport","content":"width=device-width, initial-scale=1"}],["$","meta","1",{"charSet":"utf-8"}],["$","title","2",{"children":"LiteLLM Dashboard"}],["$","meta","3",{"name":"description","content":"LiteLLM Proxy Admin UI"}],["$","link","4",{"rel":"icon","href":"/favicon.ico","type":"image/x-icon","sizes":"16x16"}],["$","link","5",{"rel":"icon","href":"./favicon.ico"}],["$","meta","6",{"name":"next-size-adjust"}]]
|
||||
1:null
|
||||
|
||||
@@ -1,24 +1,13 @@
|
||||
general_settings:
|
||||
store_model_in_db: true
|
||||
database_connection_pool_limit: 20
|
||||
store_prompts_in_spend_logs: true
|
||||
maximum_spend_logs_retention_period: "14d"
|
||||
|
||||
model_list:
|
||||
- model_name: fake-openai-endpoint
|
||||
litellm_params:
|
||||
model: openai/my-fake-model
|
||||
api_key: my-fake-key
|
||||
api_base: https://exampleopenaiendpoint-production.up.railway.app/
|
||||
- model_name: bedrock-thinking-us.anthropic.claude-3-7-sonnet-20250219-v1:0
|
||||
litellm_params:
|
||||
model: bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0
|
||||
thinking: {"type": "enabled", "budget_tokens": 1024}
|
||||
max_tokens: 1080
|
||||
merge_reasoning_content_in_choices: true
|
||||
- model_name: fake-openai-endpoint
|
||||
litellm_params:
|
||||
model: openai/fake
|
||||
api_key: fake-key
|
||||
api_base: https://exampleopenaiendpoint-production.up.railway.app/
|
||||
|
||||
litellm_settings:
|
||||
return_response_headers: true
|
||||
store_audit_logs: true
|
||||
callbacks: ["prometheus", "resend_email", "otel"]
|
||||
cache: true
|
||||
cache_params:
|
||||
type: redis
|
||||
ttl: 600
|
||||
supported_call_types: ["acompletion", "completion"]
|
||||
|
||||
@@ -324,7 +324,7 @@ def _convert_health_check_to_dict(check) -> dict:
|
||||
def _check_prisma_client():
|
||||
"""Helper to check if prisma_client is available and raise appropriate error"""
|
||||
from litellm.proxy.proxy_server import prisma_client
|
||||
|
||||
|
||||
if prisma_client is None:
|
||||
raise HTTPException(
|
||||
status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
|
||||
@@ -334,23 +334,23 @@ def _check_prisma_client():
|
||||
|
||||
|
||||
async def _save_health_check_to_db(
|
||||
prisma_client,
|
||||
model_name: str,
|
||||
healthy_endpoints: list,
|
||||
unhealthy_endpoints: list,
|
||||
start_time: float,
|
||||
prisma_client,
|
||||
model_name: str,
|
||||
healthy_endpoints: list,
|
||||
unhealthy_endpoints: list,
|
||||
start_time: float,
|
||||
user_id: Optional[str],
|
||||
model_id: Optional[str] = None
|
||||
model_id: Optional[str] = None,
|
||||
):
|
||||
"""Helper function to save health check results to database"""
|
||||
try:
|
||||
# Extract error message from first unhealthy endpoint if available
|
||||
error_message = (
|
||||
str(unhealthy_endpoints[0]["error"])[:500]
|
||||
if unhealthy_endpoints and unhealthy_endpoints[0].get("error")
|
||||
str(unhealthy_endpoints[0]["error"])[:500]
|
||||
if unhealthy_endpoints and unhealthy_endpoints[0].get("error")
|
||||
else None
|
||||
)
|
||||
|
||||
|
||||
await prisma_client.save_health_check_result(
|
||||
model_name=model_name,
|
||||
model_id=model_id,
|
||||
@@ -363,7 +363,9 @@ async def _save_health_check_to_db(
|
||||
checked_by=user_id,
|
||||
)
|
||||
except Exception as db_error:
|
||||
verbose_proxy_logger.warning(f"Failed to save health check to database for model {model_name}: {db_error}")
|
||||
verbose_proxy_logger.warning(
|
||||
f"Failed to save health check to database for model {model_name}: {db_error}"
|
||||
)
|
||||
# Continue execution - don't let database save failure break health checks
|
||||
|
||||
|
||||
@@ -375,31 +377,30 @@ async def _perform_health_check_and_save(
|
||||
prisma_client,
|
||||
start_time,
|
||||
user_id,
|
||||
model_id=None
|
||||
model_id=None,
|
||||
):
|
||||
"""Helper function to perform health check and save results to database"""
|
||||
healthy_endpoints, unhealthy_endpoints = await perform_health_check(
|
||||
model_list=model_list,
|
||||
cli_model=cli_model,
|
||||
model=target_model,
|
||||
details=details
|
||||
model_list=model_list, cli_model=cli_model, model=target_model, details=details
|
||||
)
|
||||
|
||||
|
||||
# Optionally save health check result to database (non-blocking)
|
||||
if prisma_client is not None:
|
||||
# For CLI model, use cli_model name; for router models, use target_model
|
||||
model_name_for_db = cli_model if cli_model is not None else target_model
|
||||
if model_name_for_db is not None:
|
||||
asyncio.create_task(_save_health_check_to_db(
|
||||
prisma_client,
|
||||
model_name_for_db,
|
||||
healthy_endpoints,
|
||||
unhealthy_endpoints,
|
||||
start_time,
|
||||
user_id,
|
||||
model_id=model_id
|
||||
))
|
||||
|
||||
asyncio.create_task(
|
||||
_save_health_check_to_db(
|
||||
prisma_client,
|
||||
model_name_for_db,
|
||||
healthy_endpoints,
|
||||
unhealthy_endpoints,
|
||||
start_time,
|
||||
user_id,
|
||||
model_id=model_id,
|
||||
)
|
||||
)
|
||||
|
||||
return {
|
||||
"healthy_endpoints": healthy_endpoints,
|
||||
"unhealthy_endpoints": unhealthy_endpoints,
|
||||
@@ -434,19 +435,20 @@ async def health_endpoint(
|
||||
```
|
||||
else, the health checks will be run on models when /health is called.
|
||||
"""
|
||||
import time
|
||||
|
||||
from litellm.proxy.proxy_server import (
|
||||
health_check_details,
|
||||
health_check_results,
|
||||
llm_model_list,
|
||||
llm_router,
|
||||
prisma_client,
|
||||
use_background_health_checks,
|
||||
user_model,
|
||||
prisma_client,
|
||||
)
|
||||
import time
|
||||
|
||||
start_time = time.time()
|
||||
|
||||
|
||||
# Handle model_id parameter - convert to model name for health check
|
||||
target_model = model
|
||||
if model_id and not model:
|
||||
@@ -462,7 +464,9 @@ async def health_endpoint(
|
||||
detail={"error": f"Model with ID {model_id} not found"},
|
||||
)
|
||||
except Exception as e:
|
||||
verbose_proxy_logger.error(f"Error getting deployment for model_id {model_id}: {e}")
|
||||
verbose_proxy_logger.error(
|
||||
f"Error getting deployment for model_id {model_id}: {e}"
|
||||
)
|
||||
raise HTTPException(
|
||||
status_code=status.HTTP_404_NOT_FOUND,
|
||||
detail={"error": f"Model with ID {model_id} not found"},
|
||||
@@ -472,7 +476,7 @@ async def health_endpoint(
|
||||
status_code=status.HTTP_404_NOT_FOUND,
|
||||
detail={"error": f"Model with ID {model_id} not found"},
|
||||
)
|
||||
|
||||
|
||||
try:
|
||||
if llm_model_list is None:
|
||||
# if no router set, check if user set a model using litellm --model ollama/llama2
|
||||
@@ -485,7 +489,7 @@ async def health_endpoint(
|
||||
prisma_client=prisma_client,
|
||||
start_time=start_time,
|
||||
user_id=user_api_key_dict.user_id,
|
||||
model_id=None # CLI model doesn't have model_id
|
||||
model_id=None, # CLI model doesn't have model_id
|
||||
)
|
||||
raise HTTPException(
|
||||
status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
|
||||
@@ -508,7 +512,7 @@ async def health_endpoint(
|
||||
prisma_client=prisma_client,
|
||||
start_time=start_time,
|
||||
user_id=user_api_key_dict.user_id,
|
||||
model_id=model_id
|
||||
model_id=model_id,
|
||||
)
|
||||
except Exception as e:
|
||||
verbose_proxy_logger.error(
|
||||
@@ -520,7 +524,9 @@ async def health_endpoint(
|
||||
raise e
|
||||
|
||||
|
||||
@router.get("/health/history", tags=["health"], dependencies=[Depends(user_api_key_auth)])
|
||||
@router.get(
|
||||
"/health/history", tags=["health"], dependencies=[Depends(user_api_key_auth)]
|
||||
)
|
||||
async def health_check_history_endpoint(
|
||||
user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
|
||||
model: Optional[str] = fastapi.Query(
|
||||
@@ -532,17 +538,15 @@ async def health_check_history_endpoint(
|
||||
limit: int = fastapi.Query(
|
||||
100, description="Number of records to return", ge=1, le=1000
|
||||
),
|
||||
offset: int = fastapi.Query(
|
||||
0, description="Number of records to skip", ge=0
|
||||
),
|
||||
offset: int = fastapi.Query(0, description="Number of records to skip", ge=0),
|
||||
):
|
||||
"""
|
||||
Get health check history for models
|
||||
|
||||
|
||||
Returns historical health check data with optional filtering.
|
||||
"""
|
||||
prisma_client = _check_prisma_client()
|
||||
|
||||
|
||||
try:
|
||||
history = await prisma_client.get_health_check_history(
|
||||
model_name=model,
|
||||
@@ -550,10 +554,10 @@ async def health_check_history_endpoint(
|
||||
offset=offset,
|
||||
status_filter=status_filter,
|
||||
)
|
||||
|
||||
|
||||
# Convert to dict format for JSON response using helper function
|
||||
history_data = [_convert_health_check_to_dict(check) for check in history]
|
||||
|
||||
|
||||
return {
|
||||
"health_checks": history_data,
|
||||
"total_records": len(history_data),
|
||||
@@ -568,26 +572,30 @@ async def health_check_history_endpoint(
|
||||
)
|
||||
|
||||
|
||||
@router.get("/health/latest", tags=["health"], dependencies=[Depends(user_api_key_auth)])
|
||||
@router.get(
|
||||
"/health/latest", tags=["health"], dependencies=[Depends(user_api_key_auth)]
|
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)
|
||||
async def latest_health_checks_endpoint(
|
||||
user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
|
||||
):
|
||||
"""
|
||||
Get the latest health check status for all models
|
||||
|
||||
|
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Returns the most recent health check result for each model.
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"""
|
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prisma_client = _check_prisma_client()
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||||
|
||||
try:
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latest_checks = await prisma_client.get_all_latest_health_checks()
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# Convert to dict format for JSON response using helper function
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checks_data = {
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(check.model_id if check.model_id else check.model_name): _convert_health_check_to_dict(check)
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(
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check.model_id if check.model_id else check.model_name
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): _convert_health_check_to_dict(check)
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for check in latest_checks
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}
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|
||||
|
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return {
|
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"latest_health_checks": checks_data,
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"total_models": len(checks_data),
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@@ -896,6 +904,7 @@ async def test_model_connection(
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litellm_params=litellm_params,
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)
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mode = mode or litellm_params.pop("mode", None)
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