forked from phoenix/litellm-mirror
feat - backend - view spend by provider
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1 changed files with 105 additions and 0 deletions
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@ -5883,6 +5883,111 @@ async def view_spend_tags(
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)
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@router.get(
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"/global/spend/provider",
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tags=["Budget & Spend Tracking"],
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dependencies=[Depends(user_api_key_auth)],
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include_in_schema=False,
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responses={
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200: {"model": List[LiteLLM_SpendLogs]},
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},
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)
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async def get_global_spend_provider(
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start_date: Optional[str] = fastapi.Query(
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default=None,
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description="Time from which to start viewing spend",
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),
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end_date: Optional[str] = fastapi.Query(
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default=None,
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description="Time till which to view spend",
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),
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):
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"""
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Get breakdown of spend per provider
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[
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{
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"provider": "Azure OpenAI",
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"spend": 20
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},
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{
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"provider": "OpenAI",
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"spend": 10
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},
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{
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"provider": "VertexAI",
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"spend": 30
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}
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]
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"""
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if start_date is None or end_date is None:
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail={"error": "Please provide start_date and end_date"},
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)
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start_date_obj = datetime.strptime(start_date, "%Y-%m-%d")
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end_date_obj = datetime.strptime(end_date, "%Y-%m-%d")
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global prisma_client, llm_router
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try:
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if prisma_client is None:
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raise Exception(
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f"Database not connected. Connect a database to your proxy - https://docs.litellm.ai/docs/simple_proxy#managing-auth---virtual-keys"
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)
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sql_query = """
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SELECT
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model_id,
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SUM(spend) AS spend
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FROM "LiteLLM_SpendLogs"
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WHERE "startTime" BETWEEN $1::date AND $2::date
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GROUP BY model_id
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"""
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db_response = await prisma_client.db.query_raw(
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sql_query, start_date_obj, end_date_obj
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)
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if db_response is None:
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return []
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###################################
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# Convert model_id -> to Provider #
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###################################
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# we use the in memory router for this
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ui_response = []
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for row in db_response:
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_model_id = row["model_id"]
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_provider = "Unknown"
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if llm_router is not None:
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_deployment = llm_router.get_deployment(model_id=_model_id)
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if _deployment is not None:
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try:
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_, _provider, _, _ = litellm.get_llm_provider(
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model=_deployment.litellm_params.model,
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custom_llm_provider=_deployment.litellm_params.custom_llm_provider,
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api_base=_deployment.litellm_params.api_base,
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litellm_params=_deployment.litellm_params,
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)
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except:
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pass
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ui_response.append(
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{
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"provider": _provider,
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"spend": row["spend"],
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}
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)
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return ui_response
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except Exception as e:
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail={"error": str(e)},
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)
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@router.get(
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@router.get(
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"/global/spend/report",
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"/global/spend/report",
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tags=["Budget & Spend Tracking"],
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tags=["Budget & Spend Tracking"],
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