feat - backend - view spend by provider

This commit is contained in:
Ishaan Jaff 2024-05-25 08:13:48 -07:00
parent 980da75001
commit 6ae8a4623e

View file

@ -5883,6 +5883,111 @@ async def view_spend_tags(
) )
@router.get(
"/global/spend/provider",
tags=["Budget & Spend Tracking"],
dependencies=[Depends(user_api_key_auth)],
include_in_schema=False,
responses={
200: {"model": List[LiteLLM_SpendLogs]},
},
)
async def get_global_spend_provider(
start_date: Optional[str] = fastapi.Query(
default=None,
description="Time from which to start viewing spend",
),
end_date: Optional[str] = fastapi.Query(
default=None,
description="Time till which to view spend",
),
):
"""
Get breakdown of spend per provider
[
{
"provider": "Azure OpenAI",
"spend": 20
},
{
"provider": "OpenAI",
"spend": 10
},
{
"provider": "VertexAI",
"spend": 30
}
]
"""
if start_date is None or end_date is None:
raise HTTPException(
status_code=status.HTTP_400_BAD_REQUEST,
detail={"error": "Please provide start_date and end_date"},
)
start_date_obj = datetime.strptime(start_date, "%Y-%m-%d")
end_date_obj = datetime.strptime(end_date, "%Y-%m-%d")
global prisma_client, llm_router
try:
if prisma_client is None:
raise Exception(
f"Database not connected. Connect a database to your proxy - https://docs.litellm.ai/docs/simple_proxy#managing-auth---virtual-keys"
)
sql_query = """
SELECT
model_id,
SUM(spend) AS spend
FROM "LiteLLM_SpendLogs"
WHERE "startTime" BETWEEN $1::date AND $2::date
GROUP BY model_id
"""
db_response = await prisma_client.db.query_raw(
sql_query, start_date_obj, end_date_obj
)
if db_response is None:
return []
###################################
# Convert model_id -> to Provider #
###################################
# we use the in memory router for this
ui_response = []
for row in db_response:
_model_id = row["model_id"]
_provider = "Unknown"
if llm_router is not None:
_deployment = llm_router.get_deployment(model_id=_model_id)
if _deployment is not None:
try:
_, _provider, _, _ = litellm.get_llm_provider(
model=_deployment.litellm_params.model,
custom_llm_provider=_deployment.litellm_params.custom_llm_provider,
api_base=_deployment.litellm_params.api_base,
litellm_params=_deployment.litellm_params,
)
except:
pass
ui_response.append(
{
"provider": _provider,
"spend": row["spend"],
}
)
return ui_response
except Exception as e:
raise HTTPException(
status_code=status.HTTP_400_BAD_REQUEST,
detail={"error": str(e)},
)
@router.get( @router.get(
"/global/spend/report", "/global/spend/report",
tags=["Budget & Spend Tracking"], tags=["Budget & Spend Tracking"],