Merge pull request #2757 from BerriAI/litellm_fix_budget_alerts

fix(auth_checks.py): make global spend checks more accurate

litellm/__init__.py

@@ -174,6 +174,7 @@ upperbound_key_generate_params: Optional[Dict] = None
 default_user_params: Optional[Dict] = None
 default_team_settings: Optional[List] = None
 max_user_budget: Optional[float] = None
+max_end_user_budget: Optional[float] = None
 #### RELIABILITY ####
 request_timeout: Optional[float] = 6000
 num_retries: Optional[int] = None  # per model endpoint

litellm/proxy/_new_secret_config.yaml

@@ -5,10 +5,15 @@ model_list:
     api_key: my-fake-key
     api_base: https://exampleopenaiendpoint-production.up.railway.app/
 
+litellm_settings:
+  max_budget: 600020
+  budget_duration: 30d
+
 general_settings:
   master_key: sk-1234
-  proxy_batch_write_at: 5 # 👈 Frequency of batch writing logs to server (in seconds)
+  proxy_batch_write_at: 60 # 👈 Frequency of batch writing logs to server (in seconds)
   enable_jwt_auth: True
+  alerting: ["slack"]
   litellm_jwtauth:
     admin_jwt_scope: "litellm_proxy_admin"
     team_jwt_scope: "litellm_team" 

litellm/proxy/auth/auth_checks.py

@@ -18,6 +18,7 @@ from litellm.proxy._types import (
 from typing import Optional, Literal, Union
 from litellm.proxy.utils import PrismaClient
 from litellm.caching import DualCache
+import litellm
 
 all_routes = LiteLLMRoutes.openai_routes.value + LiteLLMRoutes.management_routes.value
 
@@ -26,6 +27,7 @@ def common_checks(
     request_body: dict,
     team_object: LiteLLM_TeamTable,
     end_user_object: Optional[LiteLLM_EndUserTable],
+    global_proxy_spend: Optional[float],
     general_settings: dict,
     route: str,
 ) -> bool:
@@ -37,6 +39,7 @@ def common_checks(
     3. If team is in budget
     4. If end_user ('user' passed to /chat/completions, /embeddings endpoint) is in budget
     5. [OPTIONAL] If 'enforce_end_user' enabled - did developer pass in 'user' param for openai endpoints
+    6. [OPTIONAL] If 'litellm.max_budget' is set (>0), is proxy under budget
     """
     _model = request_body.get("model", None)
     if team_object.blocked == True:
@@ -66,7 +69,7 @@ def common_checks(
         end_user_budget = end_user_object.litellm_budget_table.max_budget
         if end_user_budget is not None and end_user_object.spend > end_user_budget:
             raise Exception(
-                f"End User={end_user_object.user_id} over budget. Spend={end_user_object.spend}, Budget={end_user_budget}"
+                f"ExceededBudget: End User={end_user_object.user_id} over budget. Spend={end_user_object.spend}, Budget={end_user_budget}"
             )
     # 5. [OPTIONAL] If 'enforce_user_param' enabled - did developer pass in 'user' param for openai endpoints
     if (
@@ -77,7 +80,12 @@ def common_checks(
             raise Exception(
                 f"'user' param not passed in. 'enforce_user_param'={general_settings['enforce_user_param']}"
             )
-
+    # 6. [OPTIONAL] If 'litellm.max_budget' is set (>0), is proxy under budget
+    if litellm.max_budget > 0 and global_proxy_spend is not None:
+        if global_proxy_spend > litellm.max_budget:
+            raise Exception(
+                f"ExceededBudget: LiteLLM Proxy has exceeded its budget. Current spend: {global_proxy_spend}; Max Budget: {litellm.max_budget}"
+            )
     return True
 
 

litellm/proxy/proxy_server.py

@@ -437,12 +437,49 @@ async def user_api_key_auth(
                         key=end_user_id, value=end_user_object
                     )
 
+                global_proxy_spend = None
+
+                if litellm.max_budget > 0:  # user set proxy max budget
+                    # check cache
+                    global_proxy_spend = await user_api_key_cache.async_get_cache(
+                        key="{}:spend".format(litellm_proxy_admin_name)
+                    )
+                    if global_proxy_spend is None and prisma_client is not None:
+                        # get from db
+                        sql_query = """SELECT SUM(spend) as total_spend FROM "MonthlyGlobalSpend";"""
+
+                        response = await prisma_client.db.query_raw(query=sql_query)
+
+                        global_proxy_spend = response[0]["total_spend"]
+
+                        await user_api_key_cache.async_set_cache(
+                            key="{}:spend".format(litellm_proxy_admin_name),
+                            value=global_proxy_spend,
+                            ttl=60,
+                        )
+                    if global_proxy_spend is not None:
+                        user_info = {
+                            "user_id": litellm_proxy_admin_name,
+                            "max_budget": litellm.max_budget,
+                            "spend": global_proxy_spend,
+                            "user_email": "",
+                        }
+                        asyncio.create_task(
+                            proxy_logging_obj.budget_alerts(
+                                user_max_budget=litellm.max_budget,
+                                user_current_spend=global_proxy_spend,
+                                type="user_and_proxy_budget",
+                                user_info=user_info,
+                            )
+                        )
+
                 # run through common checks
                 _ = common_checks(
                     request_body=request_data,
                     team_object=team_object,
                     end_user_object=end_user_object,
                     general_settings=general_settings,
+                    global_proxy_spend=global_proxy_spend,
                     route=route,
                 )
                 # save user object in cache
@@ -656,17 +693,8 @@ async def user_api_key_auth(
                 )
 
             # Check 2. If user_id for this token is in budget
-            ## Check 2.1 If global proxy is in budget
-            ## Check 2.2 [OPTIONAL - checked only if litellm.max_user_budget is not None] If 'user' passed in /chat/completions is in budget
             if valid_token.user_id is not None:
-                user_id_list = [valid_token.user_id, litellm_proxy_budget_name]
+                user_id_list = [valid_token.user_id]
-                if (
-                    litellm.max_user_budget is not None
-                ):  # Check if 'user' passed in /chat/completions is in budget, only checked if litellm.max_user_budget is set
-                    user_passed_to_chat_completions = request_data.get("user", None)
-                    if user_passed_to_chat_completions is not None:
-                        user_id_list.append(user_passed_to_chat_completions)
-
                 for id in user_id_list:
                     value = user_api_key_cache.get_cache(key=id)
                     if value is not None:
@@ -675,13 +703,12 @@ async def user_api_key_auth(
                         user_id_information.append(value)
                 if user_id_information is None or (
                     isinstance(user_id_information, list)
-                    and len(user_id_information) < 2
+                    and len(user_id_information) < 1
                 ):
                     if prisma_client is not None:
                         user_id_information = await prisma_client.get_data(
                             user_id_list=[
                                 valid_token.user_id,
-                                litellm_proxy_budget_name,
                             ],
                             table_name="user",
                             query_type="find_all",
@@ -881,11 +908,54 @@ async def user_api_key_auth(
                 blocked=valid_token.team_blocked,
                 models=valid_token.team_models,
             )
+
+            _end_user_object = None
+            if "user" in request_data:
+                _id = "end_user_id:{}".format(request_data["user"])
+                _end_user_object = await user_api_key_cache.async_get_cache(key=_id)
+                if _end_user_object is not None:
+                    _end_user_object = LiteLLM_EndUserTable(**_end_user_object)
+
+            global_proxy_spend = None
+            if litellm.max_budget > 0:  # user set proxy max budget
+                # check cache
+                global_proxy_spend = await user_api_key_cache.async_get_cache(
+                    key="{}:spend".format(litellm_proxy_admin_name)
+                )
+                if global_proxy_spend is None:
+                    # get from db
+                    sql_query = """SELECT SUM(spend) as total_spend FROM "MonthlyGlobalSpend";"""
+
+                    response = await prisma_client.db.query_raw(query=sql_query)
+
+                    global_proxy_spend = response[0]["total_spend"]
+                    await user_api_key_cache.async_set_cache(
+                        key="{}:spend".format(litellm_proxy_admin_name),
+                        value=global_proxy_spend,
+                        ttl=60,
+                    )
+
+                if global_proxy_spend is not None:
+                    user_info = {
+                        "user_id": litellm_proxy_admin_name,
+                        "max_budget": litellm.max_budget,
+                        "spend": global_proxy_spend,
+                        "user_email": "",
+                    }
+                    asyncio.create_task(
+                        proxy_logging_obj.budget_alerts(
+                            user_max_budget=litellm.max_budget,
+                            user_current_spend=global_proxy_spend,
+                            type="user_and_proxy_budget",
+                            user_info=user_info,
+                        )
+                    )
             _ = common_checks(
                 request_body=request_data,
                 team_object=_team_obj,
-                end_user_object=None,
+                end_user_object=_end_user_object,
                 general_settings=general_settings,
+                global_proxy_spend=global_proxy_spend,
                 route=route,
             )
             # Token passed all checks
@@ -1553,7 +1623,7 @@ async def update_cache(
 
     async def _update_user_cache():
         ## UPDATE CACHE FOR USER ID + GLOBAL PROXY
-        user_ids = [user_id, litellm_proxy_budget_name, end_user_id]
+        user_ids = [user_id]
         try:
             for _id in user_ids:
                 # Fetch the existing cost for the given user
@@ -1594,14 +1664,26 @@ async def update_cache(
                     user_api_key_cache.set_cache(
                         key=_id, value=existing_spend_obj.json()
                     )
+            ## UPDATE GLOBAL PROXY ##
+            global_proxy_spend = await user_api_key_cache.async_get_cache(
+                key="{}:spend".format(litellm_proxy_admin_name)
+            )
+            if global_proxy_spend is None:
+                await user_api_key_cache.async_set_cache(
+                    key="{}:spend".format(litellm_proxy_admin_name), value=response_cost
+                )
+            elif response_cost is not None and global_proxy_spend is not None:
+                increment = global_proxy_spend + response_cost
+                await user_api_key_cache.async_set_cache(
+                    key="{}:spend".format(litellm_proxy_admin_name), value=increment
+                )
         except Exception as e:
             verbose_proxy_logger.debug(
                 f"An error occurred updating user cache: {str(e)}\n\n{traceback.format_exc()}"
             )
 
     async def _update_end_user_cache():
-        ## UPDATE CACHE FOR USER ID + GLOBAL PROXY
+        _id = "end_user_id:{}".format(end_user_id)
-        _id = end_user_id
         try:
             # Fetch the existing cost for the given user
             existing_spend_obj = await user_api_key_cache.async_get_cache(key=_id)
@@ -1609,14 +1691,14 @@ async def update_cache(
                 # if user does not exist in LiteLLM_UserTable, create a new user
                 existing_spend = 0
                 max_user_budget = None
-                if litellm.max_user_budget is not None:
+                if litellm.max_end_user_budget is not None:
-                    max_user_budget = litellm.max_user_budget
+                    max_end_user_budget = litellm.max_end_user_budget
                 existing_spend_obj = LiteLLM_EndUserTable(
                     user_id=_id,
                     spend=0,
                     blocked=False,
                     litellm_budget_table=LiteLLM_BudgetTable(
-                        max_budget=max_user_budget
+                        max_budget=max_end_user_budget
                     ),
                 )
             verbose_proxy_logger.debug(
@@ -4049,7 +4131,6 @@ async def generate_key_fn(
             )
             _budget_id = getattr(_budget, "budget_id", None)
         data_json = data.json()  # type: ignore
-
         # if we get max_budget passed to /key/generate, then use it as key_max_budget. Since generate_key_helper_fn is used to make new users
         if "max_budget" in data_json:
             data_json["key_max_budget"] = data_json.pop("max_budget", None)

litellm/proxy/utils.py

@@ -1941,9 +1941,9 @@ async def update_spend(
                             end_user_id,
                             response_cost,
                         ) in prisma_client.end_user_list_transactons.items():
-                            max_user_budget = None
+                            max_end_user_budget = None
-                            if litellm.max_user_budget is not None:
+                            if litellm.max_end_user_budget is not None:
-                                max_user_budget = litellm.max_user_budget
+                                max_end_user_budget = litellm.max_end_user_budget
                             new_user_obj = LiteLLM_EndUserTable(
                                 user_id=end_user_id, spend=response_cost, blocked=False
                             )

litellm/tests/test_key_generate_prisma.py

@@ -324,7 +324,7 @@ def test_call_with_end_user_over_budget(prisma_client):
 
     setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
     setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
-    setattr(litellm, "max_user_budget", 0.00001)
+    setattr(litellm, "max_end_user_budget", 0.00001)
     try:
 
         async def test():
@@ -378,7 +378,9 @@ def test_call_with_end_user_over_budget(prisma_client):
                             "user_api_key_user_id": user,
                         },
                         "proxy_server_request": {
-                            "user": user,
+                            "body": {
+                                "user": user,
+                            }
                         },
                     },
                     "response_cost": 10,
@@ -407,18 +409,20 @@ def test_call_with_proxy_over_budget(prisma_client):
     litellm_proxy_budget_name = f"litellm-proxy-budget-{time.time()}"
     setattr(
         litellm.proxy.proxy_server,
-        "litellm_proxy_budget_name",
+        "litellm_proxy_admin_name",
         litellm_proxy_budget_name,
     )
+    setattr(litellm, "max_budget", 0.00001)
+    from litellm.proxy.proxy_server import user_api_key_cache
+
+    user_api_key_cache.set_cache(
+        key="{}:spend".format(litellm_proxy_budget_name), value=0
+    )
+    setattr(litellm.proxy.proxy_server, "user_api_key_cache", user_api_key_cache)
     try:
 
         async def test():
             await litellm.proxy.proxy_server.prisma_client.connect()
-            ## CREATE PROXY + USER BUDGET ##
-            request = NewUserRequest(
-                max_budget=0.00001, user_id=litellm_proxy_budget_name
-            )
-            await new_user(request)
             request = NewUserRequest()
             key = await new_user(request)
             print(key)
@@ -470,6 +474,7 @@ def test_call_with_proxy_over_budget(prisma_client):
                 start_time=datetime.now(),
                 end_time=datetime.now(),
             )
+
             await asyncio.sleep(5)
             # use generated key to auth in
             result = await user_api_key_auth(request=request, api_key=bearer_token)
@@ -571,9 +576,17 @@ def test_call_with_proxy_over_budget_stream(prisma_client):
     litellm_proxy_budget_name = f"litellm-proxy-budget-{time.time()}"
     setattr(
         litellm.proxy.proxy_server,
-        "litellm_proxy_budget_name",
+        "litellm_proxy_admin_name",
         litellm_proxy_budget_name,
     )
+    setattr(litellm, "max_budget", 0.00001)
+    from litellm.proxy.proxy_server import user_api_key_cache
+
+    user_api_key_cache.set_cache(
+        key="{}:spend".format(litellm_proxy_budget_name), value=0
+    )
+    setattr(litellm.proxy.proxy_server, "user_api_key_cache", user_api_key_cache)
+
     from litellm._logging import verbose_proxy_logger
     import logging
 
@@ -584,10 +597,10 @@ def test_call_with_proxy_over_budget_stream(prisma_client):
         async def test():
             await litellm.proxy.proxy_server.prisma_client.connect()
             ## CREATE PROXY + USER BUDGET ##
-            request = NewUserRequest(
+            # request = NewUserRequest(
-                max_budget=0.00001, user_id=litellm_proxy_budget_name
+            #     max_budget=0.00001, user_id=litellm_proxy_budget_name
-            )
+            # )
-            await new_user(request)
+            # await new_user(request)
             request = NewUserRequest()
             key = await new_user(request)
             print(key)