From 345094a49d01c02b0a3fbb7dbae20608038ed135 Mon Sep 17 00:00:00 2001 From: Krrish Dholakia Date: Thu, 13 Jun 2024 15:54:24 -0700 Subject: [PATCH 01/24] fix(utils.py): check if model info is for model with correct provider Fixes issue where incorrect pricing was used for custom llm provider --- litellm/proxy/_experimental/out/404.html | 1 - .../proxy/_experimental/out/model_hub.html | 1 - .../proxy/_experimental/out/onboarding.html | 1 - litellm/proxy/_super_secret_config.yaml | 11 ++++++- litellm/proxy/proxy_server.py | 14 +++++---- litellm/tests/test_get_model_info.py | 14 +++++++++ litellm/utils.py | 29 ++++++++++++++----- .../src/components/model_dashboard.tsx | 2 +- 8 files changed, 55 insertions(+), 18 deletions(-) delete mode 100644 litellm/proxy/_experimental/out/404.html delete mode 100644 litellm/proxy/_experimental/out/model_hub.html delete mode 100644 litellm/proxy/_experimental/out/onboarding.html diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html deleted file mode 100644 index e97c72fc13..0000000000 --- a/litellm/proxy/_experimental/out/404.html +++ /dev/null @@ -1 +0,0 @@ -404: This page could not be found.LiteLLM Dashboard

404

This page could not be found.

\ No newline at end of file diff --git a/litellm/proxy/_experimental/out/model_hub.html b/litellm/proxy/_experimental/out/model_hub.html deleted file mode 100644 index 5b965b3bdc..0000000000 --- a/litellm/proxy/_experimental/out/model_hub.html +++ /dev/null @@ -1 +0,0 @@ -LiteLLM Dashboard \ No newline at end of file diff --git a/litellm/proxy/_experimental/out/onboarding.html b/litellm/proxy/_experimental/out/onboarding.html deleted file mode 100644 index 33efe1f8ea..0000000000 --- a/litellm/proxy/_experimental/out/onboarding.html +++ /dev/null @@ -1 +0,0 @@ -LiteLLM Dashboard \ No newline at end of file diff --git a/litellm/proxy/_super_secret_config.yaml b/litellm/proxy/_super_secret_config.yaml index 2b20547565..ea679b92b7 100644 --- a/litellm/proxy/_super_secret_config.yaml +++ b/litellm/proxy/_super_secret_config.yaml @@ -55,7 +55,16 @@ model_list: model: textembedding-gecko-multilingual@001 vertex_project: my-project-9d5c vertex_location: us-central1 - +- model_name: lbl/command-r-plus + litellm_params: + model: openai/lbl/command-r-plus + api_key: "os.environ/VLLM_API_KEY" + api_base: http://vllm-command:8000/v1 + rpm: 1000 + input_cost_per_token: 0 + output_cost_per_token: 0 + model_info: + max_input_tokens: 80920 assistant_settings: custom_llm_provider: openai litellm_params: diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 3e979c0787..53feaede87 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -11402,7 +11402,7 @@ async def model_info_v2( for _model in all_models: # provided model_info in config.yaml model_info = _model.get("model_info", {}) - if debug == True: + if debug is True: _openai_client = "None" if llm_router is not None: _openai_client = ( @@ -11427,7 +11427,7 @@ async def model_info_v2( litellm_model = litellm_params.get("model", None) try: litellm_model_info = litellm.get_model_info(model=litellm_model) - except: + except Exception: litellm_model_info = {} # 3rd pass on the model, try seeing if we can find model but without the "/" in model cost map if litellm_model_info == {}: @@ -11438,8 +11438,10 @@ async def model_info_v2( if len(split_model) > 0: litellm_model = split_model[-1] try: - litellm_model_info = litellm.get_model_info(model=litellm_model) - except: + litellm_model_info = litellm.get_model_info( + model=litellm_model, custom_llm_provider=split_model[0] + ) + except Exception: litellm_model_info = {} for k, v in litellm_model_info.items(): if k not in model_info: @@ -11950,7 +11952,9 @@ async def model_info_v1( if len(split_model) > 0: litellm_model = split_model[-1] try: - litellm_model_info = litellm.get_model_info(model=litellm_model) + litellm_model_info = litellm.get_model_info( + model=litellm_model, custom_llm_provider=split_model[0] + ) except: litellm_model_info = {} for k, v in litellm_model_info.items(): diff --git a/litellm/tests/test_get_model_info.py b/litellm/tests/test_get_model_info.py index ec6843df80..3fd6a6d22f 100644 --- a/litellm/tests/test_get_model_info.py +++ b/litellm/tests/test_get_model_info.py @@ -7,6 +7,7 @@ sys.path.insert( ) # Adds the parent directory to the system path import litellm from litellm import get_model_info +import pytest def test_get_model_info_simple_model_name(): @@ -23,3 +24,16 @@ def test_get_model_info_custom_llm_with_model_name(): """ model = "anthropic/claude-3-opus-20240229" litellm.get_model_info(model) + + +def test_get_model_info_custom_llm_with_same_name_vllm(): + """ + Tests if {custom_llm_provider}/{model_name} name given, and model exists in model info, the object is returned + """ + model = "command-r-plus" + provider = "openai" # vllm is openai-compatible + try: + litellm.get_model_info(model, custom_llm_provider=provider) + pytest.fail("Expected get model info to fail for an unmapped model/provider") + except Exception: + pass diff --git a/litellm/utils.py b/litellm/utils.py index 63506a1d9d..aaf2c1b945 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -6953,13 +6953,14 @@ def get_max_tokens(model: str): ) -def get_model_info(model: str) -> ModelInfo: +def get_model_info(model: str, custom_llm_provider: Optional[str] = None) -> ModelInfo: """ Get a dict for the maximum tokens (context window), input_cost_per_token, output_cost_per_token for a given model. Parameters: - model (str): The name of the model. + - model (str): The name of the model. + - custom_llm_provider (str | null): the provider used for the model. If provided, used to check if the litellm model info is for that provider. Returns: dict: A dictionary containing the following information: @@ -7013,12 +7014,14 @@ def get_model_info(model: str) -> ModelInfo: if model in azure_llms: model = azure_llms[model] ########################## - # Get custom_llm_provider - split_model, custom_llm_provider = model, "" - try: - split_model, custom_llm_provider, _, _ = get_llm_provider(model=model) - except: - pass + if custom_llm_provider is None: + # Get custom_llm_provider + try: + split_model, custom_llm_provider, _, _ = get_llm_provider(model=model) + except: + pass + else: + split_model = model ######################### supported_openai_params = litellm.get_supported_openai_params( @@ -7043,10 +7046,20 @@ def get_model_info(model: str) -> ModelInfo: if model in litellm.model_cost: _model_info = litellm.model_cost[model] _model_info["supported_openai_params"] = supported_openai_params + if ( + "litellm_provider" in _model_info + and _model_info["litellm_provider"] != custom_llm_provider + ): + raise Exception return _model_info if split_model in litellm.model_cost: _model_info = litellm.model_cost[split_model] _model_info["supported_openai_params"] = supported_openai_params + if ( + "litellm_provider" in _model_info + and _model_info["litellm_provider"] != custom_llm_provider + ): + raise Exception return _model_info else: raise ValueError( diff --git a/ui/litellm-dashboard/src/components/model_dashboard.tsx b/ui/litellm-dashboard/src/components/model_dashboard.tsx index e18f4233eb..44ce40ebbb 100644 --- a/ui/litellm-dashboard/src/components/model_dashboard.tsx +++ b/ui/litellm-dashboard/src/components/model_dashboard.tsx @@ -1531,7 +1531,7 @@ const ModelDashboard: React.FC = ({ 
                               {model.input_cost
                                 ? model.input_cost
-                                : model.litellm_params.input_cost_per_token
+                                : model.litellm_params.input_cost_per_token != null && model.litellm_params.input_cost_per_token != undefined
                                   ? (
                                       Number(
                                         model.litellm_params

From 51f873b54d7d1429719a002e1bdba8ffc87be83c Mon Sep 17 00:00:00 2001
From: David Manouchehri 
Date: Thu, 13 Jun 2024 20:57:51 +0000
Subject: [PATCH 02/24] fix(caching.py): Stop throwing constant spam errors on
 every single S3 cache miss. Fixes #4146.

---
 litellm/caching.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/litellm/caching.py b/litellm/caching.py
index 497dd2371c..6b58cf5276 100644
--- a/litellm/caching.py
+++ b/litellm/caching.py
@@ -1192,7 +1192,7 @@ class S3Cache(BaseCache):
             return cached_response
         except botocore.exceptions.ClientError as e:
             if e.response["Error"]["Code"] == "NoSuchKey":
-                verbose_logger.error(
+                verbose_logger.debug(
                     f"S3 Cache: The specified key '{key}' does not exist in the S3 bucket."
                 )
                 return None

From 21ed23296ffc61889d6d3e020557cc7711438d93 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 14:52:24 -0700
Subject: [PATCH 03/24] fix - clean up swagger spend endpoints

---
 litellm/proxy/proxy_server.py | 36 +++++++++++++++++++++++++----------
 1 file changed, 26 insertions(+), 10 deletions(-)

diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index 53feaede87..dd8b2d61ab 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -7052,6 +7052,7 @@ async def info_key_fn(
     "/spend/keys",
     tags=["Budget & Spend Tracking"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def spend_key_fn():
     """
@@ -7084,6 +7085,7 @@ async def spend_key_fn():
     "/spend/users",
     tags=["Budget & Spend Tracking"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def spend_user_fn(
     user_id: Optional[str] = fastapi.Query(
@@ -7214,6 +7216,7 @@ async def view_spend_tags(
     responses={
         200: {"model": List[LiteLLM_SpendLogs]},
     },
+    include_in_schema=False,
 )
 async def get_global_activity(
     start_date: Optional[str] = fastapi.Query(
@@ -7317,6 +7320,7 @@ async def get_global_activity(
     responses={
         200: {"model": List[LiteLLM_SpendLogs]},
     },
+    include_in_schema=False,
 )
 async def get_global_activity_model(
     start_date: Optional[str] = fastapi.Query(
@@ -7463,6 +7467,7 @@ async def get_global_activity_model(
     responses={
         200: {"model": List[LiteLLM_SpendLogs]},
     },
+    include_in_schema=False,
 )
 async def get_global_activity_exceptions_per_deployment(
     model_group: str = fastapi.Query(
@@ -7615,6 +7620,7 @@ async def get_global_activity_exceptions_per_deployment(
     responses={
         200: {"model": List[LiteLLM_SpendLogs]},
     },
+    include_in_schema=False,
 )
 async def get_global_activity_exceptions(
     model_group: str = fastapi.Query(
@@ -8524,6 +8530,7 @@ async def global_spend_reset():
     "/global/spend/logs",
     tags=["Budget & Spend Tracking"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def global_spend_logs(
     api_key: str = fastapi.Query(
@@ -8569,6 +8576,7 @@ async def global_spend_logs(
     "/global/spend",
     tags=["Budget & Spend Tracking"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def global_spend():
     """
@@ -8595,6 +8603,7 @@ async def global_spend():
     "/global/spend/keys",
     tags=["Budget & Spend Tracking"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def global_spend_keys(
     limit: int = fastapi.Query(
@@ -8622,6 +8631,7 @@ async def global_spend_keys(
     "/global/spend/teams",
     tags=["Budget & Spend Tracking"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def global_spend_per_team():
     """
@@ -8746,6 +8756,7 @@ async def global_view_all_end_users():
     "/global/spend/end_users",
     tags=["Budget & Spend Tracking"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def global_spend_end_users(data: Optional[GlobalEndUsersSpend] = None):
     """
@@ -8798,6 +8809,7 @@ LIMIT 100
     "/global/spend/models",
     tags=["Budget & Spend Tracking"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def global_spend_models(
     limit: int = fastapi.Query(
@@ -8826,6 +8838,7 @@ async def global_spend_models(
     "/global/predict/spend/logs",
     tags=["Budget & Spend Tracking"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def global_predict_spend_logs(request: Request):
     from enterprise.utils import _forecast_daily_cost
@@ -12221,6 +12234,7 @@ async def alerting_settings(
     "/queue/chat/completions",
     tags=["experimental"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def async_queue_request(
     request: Request,
@@ -12332,18 +12346,10 @@ async def async_queue_request(
         )
 
 
-@router.get(
-    "/ollama_logs", dependencies=[Depends(user_api_key_auth)], tags=["experimental"]
-)
-async def retrieve_server_log(request: Request):
-    filepath = os.path.expanduser("~/.ollama/logs/server.log")
-    return FileResponse(filepath)
-
-
 #### LOGIN ENDPOINTS ####
 
 
-@app.get("/sso/key/generate", tags=["experimental"])
+@app.get("/sso/key/generate", tags=["experimental"], include_in_schema=False)
 async def google_login(request: Request):
     """
     Create Proxy API Keys using Google Workspace SSO. Requires setting PROXY_BASE_URL in .env
@@ -12937,7 +12943,7 @@ def get_image():
         return FileResponse(logo_path, media_type="image/jpeg")
 
 
-@app.get("/sso/callback", tags=["experimental"])
+@app.get("/sso/callback", tags=["experimental"], include_in_schema=False)
 async def auth_callback(request: Request):
     """Verify login"""
     global general_settings, ui_access_mode, premium_user
@@ -13242,6 +13248,7 @@ async def auth_callback(request: Request):
     tags=["Invite Links"],
     dependencies=[Depends(user_api_key_auth)],
     response_model=InvitationModel,
+    include_in_schema=False,
 )
 async def new_invitation(
     data: InvitationNew, user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth)
@@ -13306,6 +13313,7 @@ async def new_invitation(
     tags=["Invite Links"],
     dependencies=[Depends(user_api_key_auth)],
     response_model=InvitationModel,
+    include_in_schema=False,
 )
 async def invitation_info(
     invitation_id: str, user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth)
@@ -13357,6 +13365,7 @@ async def invitation_info(
     tags=["Invite Links"],
     dependencies=[Depends(user_api_key_auth)],
     response_model=InvitationModel,
+    include_in_schema=False,
 )
 async def invitation_update(
     data: InvitationUpdate,
@@ -13417,6 +13426,7 @@ async def invitation_update(
     tags=["Invite Links"],
     dependencies=[Depends(user_api_key_auth)],
     response_model=InvitationModel,
+    include_in_schema=False,
 )
 async def invitation_delete(
     data: InvitationDelete,
@@ -13469,6 +13479,7 @@ async def invitation_delete(
     "/config/update",
     tags=["config.yaml"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def update_config(config_info: ConfigYAML):
     """
@@ -13626,6 +13637,7 @@ Keep it more precise, to prevent overwrite other values unintentially
     "/config/field/update",
     tags=["config.yaml"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def update_config_general_settings(
     data: ConfigFieldUpdate,
@@ -13704,6 +13716,7 @@ async def update_config_general_settings(
     tags=["config.yaml"],
     dependencies=[Depends(user_api_key_auth)],
     response_model=ConfigFieldInfo,
+    include_in_schema=False,
 )
 async def get_config_general_settings(
     field_name: str,
@@ -13764,6 +13777,7 @@ async def get_config_general_settings(
     "/config/list",
     tags=["config.yaml"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def get_config_list(
     config_type: Literal["general_settings"],
@@ -13840,6 +13854,7 @@ async def get_config_list(
     "/config/field/delete",
     tags=["config.yaml"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def delete_config_general_settings(
     data: ConfigFieldDelete,
@@ -14095,6 +14110,7 @@ async def get_config():
     "/config/yaml",
     tags=["config.yaml"],
     dependencies=[Depends(user_api_key_auth)],
+    include_in_schema=False,
 )
 async def config_yaml_endpoint(config_info: ConfigYAML):
     """

From 95cc2484ed316e29dc0b43e1e5f6a31c2431c662 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 14:28:25 -0700
Subject: [PATCH 04/24] feat - add remaining team budget gauge

---
 litellm/integrations/prometheus.py      | 107 +++++++++++++++++++++---
 litellm/proxy/litellm_pre_call_utils.py |   5 ++
 litellm/proxy/proxy_config.yaml         |   3 +-
 3 files changed, 104 insertions(+), 11 deletions(-)

diff --git a/litellm/integrations/prometheus.py b/litellm/integrations/prometheus.py
index c97fce0d83..7de8088c69 100644
--- a/litellm/integrations/prometheus.py
+++ b/litellm/integrations/prometheus.py
@@ -8,6 +8,7 @@ import traceback
 import datetime, subprocess, sys
 import litellm, uuid
 from litellm._logging import print_verbose, verbose_logger
+from typing import Optional, Union
 
 
 class PrometheusLogger:
@@ -17,33 +18,69 @@ class PrometheusLogger:
         **kwargs,
     ):
         try:
-            from prometheus_client import Counter
+            from prometheus_client import Counter, Gauge
 
             self.litellm_llm_api_failed_requests_metric = Counter(
                 name="litellm_llm_api_failed_requests_metric",
                 documentation="Total number of failed LLM API calls via litellm",
-                labelnames=["end_user", "hashed_api_key", "model", "team", "team_alias", "user"],
+                labelnames=[
+                    "end_user",
+                    "hashed_api_key",
+                    "model",
+                    "team",
+                    "team_alias",
+                    "user",
+                ],
             )
 
             self.litellm_requests_metric = Counter(
                 name="litellm_requests_metric",
                 documentation="Total number of LLM calls to litellm",
-                labelnames=["end_user", "hashed_api_key", "model", "team", "team_alias", "user"],
+                labelnames=[
+                    "end_user",
+                    "hashed_api_key",
+                    "model",
+                    "team",
+                    "team_alias",
+                    "user",
+                ],
             )
 
             # Counter for spend
             self.litellm_spend_metric = Counter(
                 "litellm_spend_metric",
                 "Total spend on LLM requests",
-                labelnames=["end_user", "hashed_api_key", "model", "team", "team_alias", "user"],
+                labelnames=[
+                    "end_user",
+                    "hashed_api_key",
+                    "model",
+                    "team",
+                    "team_alias",
+                    "user",
+                ],
             )
 
             # Counter for total_output_tokens
             self.litellm_tokens_metric = Counter(
                 "litellm_total_tokens",
                 "Total number of input + output tokens from LLM requests",
-                labelnames=["end_user", "hashed_api_key", "model", "team", "team_alias", "user"],
+                labelnames=[
+                    "end_user",
+                    "hashed_api_key",
+                    "model",
+                    "team",
+                    "team_alias",
+                    "user",
+                ],
             )
+
+            # Remaining Budget for Team, Key
+            self.litellm_remaining_team_budget_metric = Gauge(
+                "litellm_remaining_team_budget_metric",
+                "Remaining budget for team",
+                labelnames=["team_id", "team_alias"],
+            )
+
         except Exception as e:
             print_verbose(f"Got exception on init prometheus client {str(e)}")
             raise e
@@ -51,7 +88,9 @@ class PrometheusLogger:
     async def _async_log_event(
         self, kwargs, response_obj, start_time, end_time, print_verbose, user_id
     ):
-        self.log_event(kwargs, response_obj, start_time, end_time, print_verbose)
+        self.log_event(
+            kwargs, response_obj, start_time, end_time, user_id, print_verbose
+        )
 
     def log_event(
         self, kwargs, response_obj, start_time, end_time, user_id, print_verbose
@@ -78,6 +117,18 @@ class PrometheusLogger:
             user_api_team_alias = litellm_params.get("metadata", {}).get(
                 "user_api_key_team_alias", None
             )
+
+            _team_spend = litellm_params.get("metadata", {}).get(
+                "user_api_key_team_spend", None
+            )
+
+            _team_max_budget = litellm_params.get("metadata", {}).get(
+                "user_api_key_team_max_budget", None
+            )
+            _remaining_team_budget = safe_get_remaining_budget(
+                max_budget=_team_max_budget, spend=_team_spend
+            )
+
             if response_obj is not None:
                 tokens_used = response_obj.get("usage", {}).get("total_tokens", 0)
             else:
@@ -97,19 +148,43 @@ class PrometheusLogger:
                 user_api_key = hash_token(user_api_key)
 
             self.litellm_requests_metric.labels(
-                end_user_id, user_api_key, model, user_api_team, user_api_team_alias, user_id
+                end_user_id,
+                user_api_key,
+                model,
+                user_api_team,
+                user_api_team_alias,
+                user_id,
             ).inc()
             self.litellm_spend_metric.labels(
-                end_user_id, user_api_key, model, user_api_team, user_api_team_alias, user_id
+                end_user_id,
+                user_api_key,
+                model,
+                user_api_team,
+                user_api_team_alias,
+                user_id,
             ).inc(response_cost)
             self.litellm_tokens_metric.labels(
-                end_user_id, user_api_key, model, user_api_team, user_api_team_alias, user_id
+                end_user_id,
+                user_api_key,
+                model,
+                user_api_team,
+                user_api_team_alias,
+                user_id,
             ).inc(tokens_used)
 
+            self.litellm_remaining_team_budget_metric.labels(
+                user_api_team, user_api_team_alias
+            ).set(_remaining_team_budget)
+
             ### FAILURE INCREMENT ###
             if "exception" in kwargs:
                 self.litellm_llm_api_failed_requests_metric.labels(
-                    end_user_id, user_api_key, model, user_api_team, user_api_team_alias, user_id
+                    end_user_id,
+                    user_api_key,
+                    model,
+                    user_api_team,
+                    user_api_team_alias,
+                    user_id,
                 ).inc()
         except Exception as e:
             verbose_logger.error(
@@ -117,3 +192,15 @@ class PrometheusLogger:
             )
             verbose_logger.debug(traceback.format_exc())
             pass
+
+
+def safe_get_remaining_budget(
+    max_budget: Optional[float], spend: Optional[float]
+) -> float:
+    if max_budget is None:
+        return float("inf")
+
+    if spend is None:
+        return max_budget
+
+    return max_budget - spend
diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py
index d8dc798f08..fc6bd7044e 100644
--- a/litellm/proxy/litellm_pre_call_utils.py
+++ b/litellm/proxy/litellm_pre_call_utils.py
@@ -104,6 +104,11 @@ async def add_litellm_data_to_request(
     data["metadata"]["user_api_key_team_alias"] = getattr(
         user_api_key_dict, "team_alias", None
     )
+
+    # Team spend, budget - used by prometheus.py
+    data["metadata"]["user_api_key_team_max_budget"] = user_api_key_dict.team_max_budget
+    data["metadata"]["user_api_key_team_spend"] = user_api_key_dict.team_spend
+
     data["metadata"]["user_api_key_metadata"] = user_api_key_dict.metadata
     _headers = dict(request.headers)
     _headers.pop(
diff --git a/litellm/proxy/proxy_config.yaml b/litellm/proxy/proxy_config.yaml
index d28f383c09..015e53ef15 100644
--- a/litellm/proxy/proxy_config.yaml
+++ b/litellm/proxy/proxy_config.yaml
@@ -22,7 +22,8 @@ general_settings:
   master_key: sk-1234
 
 litellm_settings:
-  callbacks: ["otel"]
+  success_callback: ["prometheus"]
+  failure_callback: ["prometheus"]
   store_audit_logs: true
   turn_off_message_logging: true
   redact_messages_in_exceptions: True

From fd3d764a3f7d47a09ed7aa6a4e0b96bdae80940b Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 14:37:02 -0700
Subject: [PATCH 05/24] feat - add remaining budget for key on prometheus

---
 litellm/integrations/prometheus.py      | 27 +++++++++++++++++++++++--
 litellm/proxy/litellm_pre_call_utils.py |  4 ++++
 2 files changed, 29 insertions(+), 2 deletions(-)

diff --git a/litellm/integrations/prometheus.py b/litellm/integrations/prometheus.py
index 7de8088c69..4f0ffa387e 100644
--- a/litellm/integrations/prometheus.py
+++ b/litellm/integrations/prometheus.py
@@ -74,13 +74,20 @@ class PrometheusLogger:
                 ],
             )
 
-            # Remaining Budget for Team, Key
+            # Remaining Budget for Team
             self.litellm_remaining_team_budget_metric = Gauge(
                 "litellm_remaining_team_budget_metric",
                 "Remaining budget for team",
                 labelnames=["team_id", "team_alias"],
             )
 
+            # Remaining Budget for API Key
+            self.litellm_remaining_api_key_budget_metric = Gauge(
+                "litellm_remaining_api_key_budget_metric",
+                "Remaining budget for api key",
+                labelnames=["hashed_api_key", "api_key_alias"],
+            )
+
         except Exception as e:
             print_verbose(f"Got exception on init prometheus client {str(e)}")
             raise e
@@ -111,6 +118,9 @@ class PrometheusLogger:
                 "user_api_key_user_id", None
             )
             user_api_key = litellm_params.get("metadata", {}).get("user_api_key", None)
+            user_api_key_alias = litellm_params.get("metadata", {}).get(
+                "user_api_key_alias", None
+            )
             user_api_team = litellm_params.get("metadata", {}).get(
                 "user_api_key_team_id", None
             )
@@ -121,7 +131,6 @@ class PrometheusLogger:
             _team_spend = litellm_params.get("metadata", {}).get(
                 "user_api_key_team_spend", None
             )
-
             _team_max_budget = litellm_params.get("metadata", {}).get(
                 "user_api_key_team_max_budget", None
             )
@@ -129,6 +138,16 @@ class PrometheusLogger:
                 max_budget=_team_max_budget, spend=_team_spend
             )
 
+            _api_key_spend = litellm_params.get("metadata", {}).get(
+                "user_api_key_spend", None
+            )
+            _api_key_max_budget = litellm_params.get("metadata", {}).get(
+                "user_api_key_max_budget", None
+            )
+            _remaining_api_key_budget = safe_get_remaining_budget(
+                max_budget=_api_key_max_budget, spend=_api_key_spend
+            )
+
             if response_obj is not None:
                 tokens_used = response_obj.get("usage", {}).get("total_tokens", 0)
             else:
@@ -176,6 +195,10 @@ class PrometheusLogger:
                 user_api_team, user_api_team_alias
             ).set(_remaining_team_budget)
 
+            self.litellm_remaining_api_key_budget_metric.labels(
+                user_api_key, user_api_key_alias
+            ).set(_remaining_api_key_budget)
+
             ### FAILURE INCREMENT ###
             if "exception" in kwargs:
                 self.litellm_llm_api_failed_requests_metric.labels(
diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py
index fc6bd7044e..5aca61a96c 100644
--- a/litellm/proxy/litellm_pre_call_utils.py
+++ b/litellm/proxy/litellm_pre_call_utils.py
@@ -109,6 +109,10 @@ async def add_litellm_data_to_request(
     data["metadata"]["user_api_key_team_max_budget"] = user_api_key_dict.team_max_budget
     data["metadata"]["user_api_key_team_spend"] = user_api_key_dict.team_spend
 
+    # API Key spend, budget - used by prometheus.py
+    data["metadata"]["user_api_key_spend"] = user_api_key_dict.spend
+    data["metadata"]["user_api_key_max_budget"] = user_api_key_dict.max_budget
+
     data["metadata"]["user_api_key_metadata"] = user_api_key_dict.metadata
     _headers = dict(request.headers)
     _headers.pop(

From 36dd2a99d93995455e9424f4fefd413073884407 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 14:40:02 -0700
Subject: [PATCH 06/24] docs - budget metrics litellm

---
 docs/my-website/docs/proxy/prometheus.md | 9 ++++++++-
 docs/my-website/sidebars.js              | 2 +-
 2 files changed, 9 insertions(+), 2 deletions(-)

diff --git a/docs/my-website/docs/proxy/prometheus.md b/docs/my-website/docs/proxy/prometheus.md
index b1fb62ad51..2c7481f4c6 100644
--- a/docs/my-website/docs/proxy/prometheus.md
+++ b/docs/my-website/docs/proxy/prometheus.md
@@ -1,4 +1,4 @@
-# Grafana, Prometheus metrics [BETA]
+# 📈 Prometheus metrics [BETA]
 
 LiteLLM Exposes a `/metrics` endpoint for Prometheus to Poll
 
@@ -54,6 +54,13 @@ http://localhost:4000/metrics
 | `litellm_total_tokens`         | input + output tokens per `"user", "key", "model", "team", "end-user"`     |
 | `litellm_llm_api_failed_requests_metric`   | Number of failed LLM API requests per `"user", "key", "model", "team", "end-user"`    |
 
+### Budget Metrics
+| Metric Name          | Description                          |
+|----------------------|--------------------------------------|
+| `litellm_remaining_team_budget_metric`             | Remaining Budget for Team (A team created on LiteLLM) |
+| `litellm_remaining_api_key_budget_metric`                | Remaining Budget for API Key (A key Created on LiteLLM)|
+
+
 ## Monitor System Health
 
 To monitor the health of litellm adjacent services (redis / postgres), do:
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index 5618eb41ed..dc951ea05a 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -54,6 +54,7 @@ const sidebars = {
           items: ["proxy/logging", "proxy/streaming_logging"],
         },
         "proxy/ui",
+        "proxy/prometheus",
         "proxy/email",
         "proxy/multiple_admins",
         "proxy/team_based_routing",
@@ -70,7 +71,6 @@ const sidebars = {
         "proxy/pii_masking",
         "proxy/prompt_injection",
         "proxy/caching",
-        "proxy/prometheus",
         "proxy/call_hooks",
         "proxy/rules",
         "proxy/cli", 

From 8f77cfc013fa3df2304e3ada3b430f8f003057fd Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 15:18:09 -0700
Subject: [PATCH 07/24] fix bug when updating team

---
 .../common_utils/management_endpoint_utils.py | 67 ++++++++++---------
 litellm/proxy/proxy_server.py                 |  1 +
 2 files changed, 35 insertions(+), 33 deletions(-)

diff --git a/litellm/proxy/common_utils/management_endpoint_utils.py b/litellm/proxy/common_utils/management_endpoint_utils.py
index 006f6aaae3..2aa4f9e70a 100644
--- a/litellm/proxy/common_utils/management_endpoint_utils.py
+++ b/litellm/proxy/common_utils/management_endpoint_utils.py
@@ -32,25 +32,25 @@ def management_endpoint_wrapper(func):
 
                 if open_telemetry_logger is not None:
                     _http_request: Request = kwargs.get("http_request")
+                    if _http_request:
+                        _route = _http_request.url.path
+                        _request_body: dict = await _read_request_body(
+                            request=_http_request
+                        )
+                        _response = dict(result) if result is not None else None
 
-                    _route = _http_request.url.path
-                    _request_body: dict = await _read_request_body(
-                        request=_http_request
-                    )
-                    _response = dict(result) if result is not None else None
+                        logging_payload = ManagementEndpointLoggingPayload(
+                            route=_route,
+                            request_data=_request_body,
+                            response=_response,
+                            start_time=start_time,
+                            end_time=end_time,
+                        )
 
-                    logging_payload = ManagementEndpointLoggingPayload(
-                        route=_route,
-                        request_data=_request_body,
-                        response=_response,
-                        start_time=start_time,
-                        end_time=end_time,
-                    )
-
-                    await open_telemetry_logger.async_management_endpoint_success_hook(
-                        logging_payload=logging_payload,
-                        parent_otel_span=parent_otel_span,
-                    )
+                        await open_telemetry_logger.async_management_endpoint_success_hook(
+                            logging_payload=logging_payload,
+                            parent_otel_span=parent_otel_span,
+                        )
 
             return result
         except Exception as e:
@@ -67,23 +67,24 @@ def management_endpoint_wrapper(func):
 
                 if open_telemetry_logger is not None:
                     _http_request: Request = kwargs.get("http_request")
-                    _route = _http_request.url.path
-                    _request_body: dict = await _read_request_body(
-                        request=_http_request
-                    )
-                    logging_payload = ManagementEndpointLoggingPayload(
-                        route=_route,
-                        request_data=_request_body,
-                        response=None,
-                        start_time=start_time,
-                        end_time=end_time,
-                        exception=e,
-                    )
+                    if _http_request:
+                        _route = _http_request.url.path
+                        _request_body: dict = await _read_request_body(
+                            request=_http_request
+                        )
+                        logging_payload = ManagementEndpointLoggingPayload(
+                            route=_route,
+                            request_data=_request_body,
+                            response=None,
+                            start_time=start_time,
+                            end_time=end_time,
+                            exception=e,
+                        )
 
-                    await open_telemetry_logger.async_management_endpoint_failure_hook(
-                        logging_payload=logging_payload,
-                        parent_otel_span=parent_otel_span,
-                    )
+                        await open_telemetry_logger.async_management_endpoint_failure_hook(
+                            logging_payload=logging_payload,
+                            parent_otel_span=parent_otel_span,
+                        )
 
             raise e
 
diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index dd8b2d61ab..ec9f716eb6 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -10181,6 +10181,7 @@ async def create_audit_log_for_update(request_data: LiteLLM_AuditLogs):
 @management_endpoint_wrapper
 async def update_team(
     data: UpdateTeamRequest,
+    http_request: Request,
     user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
     litellm_changed_by: Optional[str] = Header(
         None,

From b30856db7332df0335c023525cacaa09ba682da0 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 15:30:29 -0700
Subject: [PATCH 08/24] fix - ui show correct team budget when budget = 0.0

---
 ui/litellm-dashboard/src/components/teams.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ui/litellm-dashboard/src/components/teams.tsx b/ui/litellm-dashboard/src/components/teams.tsx
index 9e5758a283..56d4f5e0d6 100644
--- a/ui/litellm-dashboard/src/components/teams.tsx
+++ b/ui/litellm-dashboard/src/components/teams.tsx
@@ -427,7 +427,7 @@ const Team: React.FC = ({
                             overflow: "hidden",
                           }}
                         >
-                          {team["max_budget"] ? team["max_budget"] : "No limit"}
+                          {team["max_budget"] !== null && team["max_budget"] !== undefined ? team["max_budget"] : "No limit"}
                         
                         
Date: Thu, 13 Jun 2024 14:51:45 -0700
Subject: [PATCH 09/24] build(ui/teams.tsx): allow resetting teams budget

---
 .../src/components/create_key_button.tsx      |  1 +
 ui/litellm-dashboard/src/components/teams.tsx | 22 +++++++++++++++++++
 2 files changed, 23 insertions(+)

diff --git a/ui/litellm-dashboard/src/components/create_key_button.tsx b/ui/litellm-dashboard/src/components/create_key_button.tsx
index 83e8d92647..75edb2ef3b 100644
--- a/ui/litellm-dashboard/src/components/create_key_button.tsx
+++ b/ui/litellm-dashboard/src/components/create_key_button.tsx
@@ -261,6 +261,7 @@ const CreateKey: React.FC = ({
                 >
                   
                 
diff --git a/ui/litellm-dashboard/src/components/teams.tsx b/ui/litellm-dashboard/src/components/teams.tsx
index 56d4f5e0d6..a9b8ffb68b 100644
--- a/ui/litellm-dashboard/src/components/teams.tsx
+++ b/ui/litellm-dashboard/src/components/teams.tsx
@@ -151,6 +151,17 @@ const Team: React.FC = ({
             
               
             
+            
+                  
+                    daily
+                    weekly
+                    monthly
+                  
+                
             
               
             
@@ -635,6 +646,17 @@ const Team: React.FC = ({
                 
                   
                 
+                
+                  
+                    daily
+                    weekly
+                    monthly
+                  
+                
                 
Date: Thu, 13 Jun 2024 15:10:01 -0700
Subject: [PATCH 10/24] build: allow resetting customer budget weekly + edit
 customer budget panel

---
 .../src/components/budgets/budget_modal.tsx   |   1 +
 .../src/components/budgets/budget_panel.tsx   |  28 +++-
 .../components/budgets/edit_budget_modal.tsx  | 145 ++++++++++++++++++
 ui/litellm-dashboard/src/components/teams.tsx |  20 +--
 4 files changed, 183 insertions(+), 11 deletions(-)
 create mode 100644 ui/litellm-dashboard/src/components/budgets/edit_budget_modal.tsx

diff --git a/ui/litellm-dashboard/src/components/budgets/budget_modal.tsx b/ui/litellm-dashboard/src/components/budgets/budget_modal.tsx
index 2c32d88bd0..551e8d37a0 100644
--- a/ui/litellm-dashboard/src/components/budgets/budget_modal.tsx
+++ b/ui/litellm-dashboard/src/components/budgets/budget_modal.tsx
@@ -122,6 +122,7 @@ const BudgetModal: React.FC = ({
               >
                 
               
diff --git a/ui/litellm-dashboard/src/components/budgets/budget_panel.tsx b/ui/litellm-dashboard/src/components/budgets/budget_panel.tsx
index c52ca16318..4d2752a9b5 100644
--- a/ui/litellm-dashboard/src/components/budgets/budget_panel.tsx
+++ b/ui/litellm-dashboard/src/components/budgets/budget_panel.tsx
@@ -6,6 +6,7 @@
 import React, { useState, useEffect } from "react";
 import BudgetSettings from "./budget_settings";
 import BudgetModal from "./budget_modal";
+import EditBudgetModal from "./edit_budget_modal";
 import {
   Table,
   TableBody,
@@ -43,7 +44,7 @@ interface BudgetSettingsPageProps {
   accessToken: string | null;
 }
 
-interface budgetItem {
+export interface budgetItem {
   budget_id: string;
   max_budget: string | null;
   rpm_limit: number | null;
@@ -52,6 +53,8 @@ interface budgetItem {
 
 const BudgetPanel: React.FC = ({ accessToken }) => {
   const [isModalVisible, setIsModalVisible] = useState(false);
+  const [isEditModalVisible, setIsEditModalVisible] = useState(false);
+  const [selectedBudget, setSelectedBudget] = useState(null);
   const [budgetList, setBudgetList] = useState([]);
   useEffect(() => {
     if (!accessToken) {
@@ -62,6 +65,15 @@ const BudgetPanel: React.FC = ({ accessToken }) => {
     });
   }, [accessToken]);
 
+
+  const handleEditCall = async (budget_id: string, index: number) => {
+    if (accessToken == null) {
+      return;
+    }
+    setSelectedBudget(budgetList[index])
+    setIsEditModalVisible(true)
+  };
+  
   const handleDeleteCall = async (budget_id: string, index: number) => {
     if (accessToken == null) {
       return;
@@ -94,6 +106,15 @@ const BudgetPanel: React.FC = ({ accessToken }) => {
         setIsModalVisible={setIsModalVisible}
         setBudgetList={setBudgetList}
       />
+      {
+        selectedBudget && 
+      }
       
         Create a budget to assign to customers.
         
@@ -119,6 +140,11 @@ const BudgetPanel: React.FC = ({ accessToken }) => {
                 
                   {value.rpm_limit ? value.rpm_limit : "n/a"}
                 
+                 handleEditCall(value.budget_id, index)}
+                />
                 >;
+  setBudgetList: React.Dispatch>;
+  existingBudget: budgetItem
+}
+const EditBudgetModal: React.FC = ({
+  isModalVisible,
+  accessToken,
+  setIsModalVisible,
+  setBudgetList,
+  existingBudget
+}) => {
+  const [form] = Form.useForm();
+  const handleOk = () => {
+    setIsModalVisible(false);
+    form.resetFields();
+  };
+
+  const handleCancel = () => {
+    setIsModalVisible(false);
+    form.resetFields();
+  };
+
+  const handleCreate = async (formValues: Record) => {
+    if (accessToken == null || accessToken == undefined) {
+      return;
+    }
+    try {
+      message.info("Making API Call");
+      // setIsModalVisible(true);
+      const response = await budgetCreateCall(accessToken, formValues);
+      console.log("key create Response:", response);
+      setBudgetList((prevData) =>
+        prevData ? [...prevData, response] : [response]
+      ); // Check if prevData is null
+      message.success("API Key Created");
+      form.resetFields();
+    } catch (error) {
+      console.error("Error creating the key:", error);
+      message.error(`Error creating the key: ${error}`, 20);
+    }
+  };
+
+  return (
+    
+      

+        <>
+          
+            
+          
+          
+            
+          
+          
+            
+          
+
+          
+            
+              Optional Settings
+            
+            
+              
+                
+              
+              
+                
+              
+            
+          
+        
+
+        

+          Edit Budget
+        

+      
+    
+  );
+};
+
+export default EditBudgetModal;
diff --git a/ui/litellm-dashboard/src/components/teams.tsx b/ui/litellm-dashboard/src/components/teams.tsx
index a9b8ffb68b..8b4b803b56 100644
--- a/ui/litellm-dashboard/src/components/teams.tsx
+++ b/ui/litellm-dashboard/src/components/teams.tsx
@@ -152,16 +152,16 @@ const Team: React.FC = ({
               
             
             
-                  
-                    daily
-                    weekly
-                    monthly
-                  
-                
+              className="mt-8"
+              label="Reset Budget"
+              name="budget_duration"
+            >
+              
+                daily
+                weekly
+                monthly
+              
+            
             
               
             

From 92cd7ffc18742fde8f15e58998092134920691fa Mon Sep 17 00:00:00 2001
From: Krrish Dholakia 
Date: Thu, 13 Jun 2024 16:00:14 -0700
Subject: [PATCH 11/24] feat(__init__.py): allow setting drop_params as an env

Closes https://github.com/BerriAI/litellm/issues/4175
---
 litellm/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/litellm/__init__.py b/litellm/__init__.py
index 91fa253e71..15f562d159 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -73,7 +73,7 @@ token: Optional[str] = (
 )
 telemetry = True
 max_tokens = 256  # OpenAI Defaults
-drop_params = False
+drop_params = bool(os.getenv("LITELLM_DROP_PARAMS", False))
 modify_params = False
 retry = True
 ### AUTH ###

From 34ccbfba5fe83f287298877c9816e5a990f78b47 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 15:56:43 -0700
Subject: [PATCH 12/24] doc - setting team budgets

---
 docs/my-website/docs/proxy/team_budgets.md | 98 ++++++++++++++++++++++
 docs/my-website/sidebars.js                |  1 +
 2 files changed, 99 insertions(+)
 create mode 100644 docs/my-website/docs/proxy/team_budgets.md

diff --git a/docs/my-website/docs/proxy/team_budgets.md b/docs/my-website/docs/proxy/team_budgets.md
new file mode 100644
index 0000000000..327bae34d0
--- /dev/null
+++ b/docs/my-website/docs/proxy/team_budgets.md
@@ -0,0 +1,98 @@
+import Image from '@theme/IdealImage';
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+# Managing Team Budgets
+
+Track spend, set budgets for your Internal Team
+
+## Setting Monthly Team Budgets
+
+### 1. Create a team 
+with `max_budget` and `budget_duration` 
+
+
+
+
+Set `max_budget` and `budget_duration`
+```shell
+curl --location 'http://0.0.0.0:4000/team/new' \
+     --header 'Authorization: Bearer sk-1234' \
+     --header 'Content-Type: application/json' \
+     --data '{
+         "team_alias": "QA Prod Bot",
+         "max_budget": 0.000000001,
+         "budget_duration": "1d"
+     }'   
+```
+
+Response
+```shell
+{
+ "team_alias": "QA Prod Bot",
+ "team_id": "de35b29e-6ca8-4f47-b804-2b79d07aa99a",
+ "max_budget": 0.0001,
+ "budget_duration": "1d",
+ "budget_reset_at": "2024-06-14T22:48:36.594000Z"
+}  
+```
+
+
+
+
+
+### 2. Create a key for the `team`
+
+```shell
+curl --location 'http://0.0.0.0:4000/key/generate' \
+     --header 'Authorization: Bearer sk-1234' \
+     --header 'Content-Type: application/json' \
+     --data '{
+         "team_id": "de35b29e-6ca8-4f47-b804-2b79d07aa99a"
+     }'
+```
+
+Response
+
+```shell
+{"team_id":"de35b29e-6ca8-4f47-b804-2b79d07aa99a", "key":"sk-5qtncoYjzRcxMM4bDRktNQ"}
+```
+
+
+### 3. Test It
+
+Run this Request twice
+```shell
+curl --location 'http://0.0.0.0:4000/chat/completions' \
+--header 'Authorization: Bearer sk-mso-JSykEGri86KyOvgxBw' \
+--header 'Content-Type: application/json' \
+--data ' {
+      "model": "llama3",
+      "messages": [
+        {
+          "role": "user",
+          "content": "hi"
+        }
+      ],
+    }
+'
+```
+
+On the 2nd response - expect to see the following exception
+
+```shell
+{
+ "error": {
+   "message": "Budget has been exceeded! Current cost: 3.5e-06, Max budget: 1e-09",
+   "type": "auth_error",
+   "param": null,
+   "code": 400
+ }
+}
+```
+
+
+### 4. Prometheus metrics for `remaining_budget`
+
+
+## Updating Team Budgets
\ No newline at end of file
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index dc951ea05a..da9a99a953 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -44,6 +44,7 @@ const sidebars = {
         "proxy/self_serve",
         "proxy/users",
         "proxy/customers",
+        "proxy/team_budgets",
         "proxy/billing",
         "proxy/user_keys",
         "proxy/virtual_keys",

From b4db497e23f4e664fd87c2e1abbf1bbd6fdef134 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 16:24:45 -0700
Subject: [PATCH 13/24] fix /team/update

---
 litellm/proxy/proxy_server.py | 16 +++++++++-------
 1 file changed, 9 insertions(+), 7 deletions(-)

diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index ec9f716eb6..6fecbce996 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -6644,7 +6644,7 @@ async def generate_key_fn(
 
         # Enterprise Feature - Audit Logging. Enable with litellm.store_audit_logs = True
         if litellm.store_audit_logs is True:
-            _updated_values = json.dumps(response)
+            _updated_values = json.dumps(response, default=str)
             asyncio.create_task(
                 create_audit_log_for_update(
                     request_data=LiteLLM_AuditLogs(
@@ -6749,10 +6749,10 @@ async def update_key_fn(
 
         # Enterprise Feature - Audit Logging. Enable with litellm.store_audit_logs = True
         if litellm.store_audit_logs is True:
-            _updated_values = json.dumps(data_json)
+            _updated_values = json.dumps(data_json, default=str)
 
             _before_value = existing_key_row.json(exclude_none=True)
-            _before_value = json.dumps(_before_value)
+            _before_value = json.dumps(_before_value, default=str)
 
             asyncio.create_task(
                 create_audit_log_for_update(
@@ -6848,7 +6848,7 @@ async def delete_key_fn(
                 )
 
                 key_row = key_row.json(exclude_none=True)
-                _key_row = json.dumps(key_row)
+                _key_row = json.dumps(key_row, default=str)
 
                 asyncio.create_task(
                     create_audit_log_for_update(
@@ -9964,6 +9964,7 @@ async def new_team(
     - tpm_limit: Optional[int] - The TPM (Tokens Per Minute) limit for this team - all keys with this team_id will have at max this TPM limit
     - rpm_limit: Optional[int] - The RPM (Requests Per Minute) limit for this team - all keys associated with this team_id will have at max this RPM limit
     - max_budget: Optional[float] - The maximum budget allocated to the team - all keys for this team_id will have at max this max_budget
+    - budget_duration: Optional[str] - The budget duration for this team - Example "1s", "1d", "1m", "1y"
     - models: Optional[list] - A list of models associated with the team - all keys for this team_id will have at most, these models. If empty, assumes all models are allowed.
     - blocked: bool - Flag indicating if the team is blocked or not - will stop all calls from keys with this team_id.
 
@@ -10117,7 +10118,8 @@ async def new_team(
     # Enterprise Feature - Audit Logging. Enable with litellm.store_audit_logs = True
     if litellm.store_audit_logs is True:
         _updated_values = complete_team_data.json(exclude_none=True)
-        _updated_values = json.dumps(_updated_values)
+
+        _updated_values = json.dumps(_updated_values, default=str)
 
         asyncio.create_task(
             create_audit_log_for_update(
@@ -10256,8 +10258,8 @@ async def update_team(
     # Enterprise Feature - Audit Logging. Enable with litellm.store_audit_logs = True
     if litellm.store_audit_logs is True:
         _before_value = existing_team_row.json(exclude_none=True)
-        _before_value = json.dumps(_before_value)
-        _after_value: str = json.dumps(updated_kv)
+        _before_value = json.dumps(_before_value, default=str)
+        _after_value: str = json.dumps(updated_kv, default=str)
 
         asyncio.create_task(
             create_audit_log_for_update(

From f903fb8de484f7fdc1a9cf406302bb734d8ae256 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 16:59:01 -0700
Subject: [PATCH 14/24] doc - team based budgets

---
 docs/my-website/docs/proxy/team_budgets.md | 94 ++++++++++++++--------
 1 file changed, 61 insertions(+), 33 deletions(-)

diff --git a/docs/my-website/docs/proxy/team_budgets.md b/docs/my-website/docs/proxy/team_budgets.md
index 327bae34d0..ff15eeacf3 100644
--- a/docs/my-website/docs/proxy/team_budgets.md
+++ b/docs/my-website/docs/proxy/team_budgets.md
@@ -2,28 +2,29 @@ import Image from '@theme/IdealImage';
 import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 
-# Managing Team Budgets
+# Setting Team Budgets
 
 Track spend, set budgets for your Internal Team
 
 ## Setting Monthly Team Budgets
 
 ### 1. Create a team 
-with `max_budget` and `budget_duration` 
+- Set `max_budget=000000001` ($ value the team is allowed to spend)
+- Set `budget_duration="1d"` (How frequently the budget should update)
 
 
 
 
-Set `max_budget` and `budget_duration`
+Create and new team and set `max_budget` and `budget_duration`
 ```shell
-curl --location 'http://0.0.0.0:4000/team/new' \
-     --header 'Authorization: Bearer sk-1234' \
-     --header 'Content-Type: application/json' \
-     --data '{
-         "team_alias": "QA Prod Bot",
-         "max_budget": 0.000000001,
-         "budget_duration": "1d"
-     }'   
+curl -X POST 'http://0.0.0.0:4000/team/new' \
+     -H 'Authorization: Bearer sk-1234' \
+     -H 'Content-Type: application/json' \
+     -d '{
+            "team_alias": "QA Prod Bot", 
+            "max_budget": 0.000000001, 
+            "budget_duration": "1d"
+        }' 
 ```
 
 Response
@@ -41,15 +42,29 @@ Response
 
 
 
+
+Possible values for `budget_duration`
+
+| `budget_duration` | When Budget will reset |
+| --- | --- |
+| `budget_duration="1s"` | every 1 second |
+| `budget_duration="1m"` | every 1 min |
+| `budget_duration="1h"` | every 1 hour |
+| `budget_duration="1d"` | every 1 day |
+| `budget_duration="30d"` | every 30 days |
+
+
 ### 2. Create a key for the `team`
 
+Create a key for `team_id="de35b29e-6ca8-4f47-b804-2b79d07aa99a"` from Step 1 
+
+💡 **The Budget for Team="QA Prod Bot" budget will apply to this team**
+
 ```shell
-curl --location 'http://0.0.0.0:4000/key/generate' \
-     --header 'Authorization: Bearer sk-1234' \
-     --header 'Content-Type: application/json' \
-     --data '{
-         "team_id": "de35b29e-6ca8-4f47-b804-2b79d07aa99a"
-     }'
+curl -X POST 'http://0.0.0.0:4000/key/generate' \
+     -H 'Authorization: Bearer sk-1234' \
+     -H 'Content-Type: application/json' \
+     -d '{"team_id": "de35b29e-6ca8-4f47-b804-2b79d07aa99a"}'
 ```
 
 Response
@@ -61,21 +76,20 @@ Response
 
 ### 3. Test It
 
-Run this Request twice
+Use the key from step 2 and run this Request twice
 ```shell
-curl --location 'http://0.0.0.0:4000/chat/completions' \
---header 'Authorization: Bearer sk-mso-JSykEGri86KyOvgxBw' \
---header 'Content-Type: application/json' \
---data ' {
-      "model": "llama3",
-      "messages": [
-        {
-          "role": "user",
-          "content": "hi"
-        }
-      ],
-    }
-'
+curl -X POST 'http://0.0.0.0:4000/chat/completions' \
+     -H 'Authorization: Bearer sk-mso-JSykEGri86KyOvgxBw' \
+     -H 'Content-Type: application/json' \
+     -d ' {
+           "model": "llama3",
+           "messages": [
+             {
+               "role": "user",
+               "content": "hi"
+             }
+           ]
+         }'
 ```
 
 On the 2nd response - expect to see the following exception
@@ -91,8 +105,22 @@ On the 2nd response - expect to see the following exception
 }
 ```
 
+## Advanced
 
-### 4. Prometheus metrics for `remaining_budget`
+### Prometheus metrics for `remaining_budget`
+
+You'll need the following in your proxy config.yaml
+
+```yaml
+litellm_settings:
+  success_callback: ["prometheus"]
+  failure_callback: ["prometheus"]
+```
+
+Expect to see this metric on prometheus to track the Remaining Budget for the team
+
+```shell
+litellm_remaining_team_budget_metric{team_alias="QA Prod Bot",team_id="de35b29e-6ca8-4f47-b804-2b79d07aa99a"} 9.699999999999992e-06
+```
 
 
-## Updating Team Budgets
\ No newline at end of file

From 6b3b7b72741752ac81950ec7120302eae4057f4a Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 17:01:27 -0700
Subject: [PATCH 15/24] doc - setting team budgets

---
 docs/my-website/docs/proxy/team_budgets.md | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/docs/my-website/docs/proxy/team_budgets.md b/docs/my-website/docs/proxy/team_budgets.md
index ff15eeacf3..d5675ecc0e 100644
--- a/docs/my-website/docs/proxy/team_budgets.md
+++ b/docs/my-website/docs/proxy/team_budgets.md
@@ -2,7 +2,7 @@ import Image from '@theme/IdealImage';
 import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 
-# Setting Team Budgets
+# 💰 Setting Team Budgets
 
 Track spend, set budgets for your Internal Team
 
@@ -15,7 +15,7 @@ Track spend, set budgets for your Internal Team
 
 
 
-Create and new team and set `max_budget` and `budget_duration`
+Create a new team and set `max_budget` and `budget_duration`
 ```shell
 curl -X POST 'http://0.0.0.0:4000/team/new' \
      -H 'Authorization: Bearer sk-1234' \
@@ -109,6 +109,8 @@ On the 2nd response - expect to see the following exception
 
 ### Prometheus metrics for `remaining_budget`
 
+[More info about Prometheus metrics here](https://docs.litellm.ai/docs/proxy/prometheus)
+
 You'll need the following in your proxy config.yaml
 
 ```yaml

From b986aa2846b26fb7f052fca7be0b19b3ed42285b Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 17:31:15 -0700
Subject: [PATCH 16/24] update swagger for /team endpoints

---
 litellm/proxy/proxy_server.py | 37 ++++++++++++++++++++++++++++++++---
 1 file changed, 34 insertions(+), 3 deletions(-)

diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index 6fecbce996..12e189998a 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -9954,17 +9954,18 @@ async def new_team(
     """
     Allow users to create a new team. Apply user permissions to their team.
 
-    [ASK FOR HELP](https://github.com/BerriAI/litellm/issues)
+    👉 [Detailed Doc on setting team budgets](https://docs.litellm.ai/docs/proxy/team_budgets)
+
 
     Parameters:
     - team_alias: Optional[str] - User defined team alias
     - team_id: Optional[str] - The team id of the user. If none passed, we'll generate it.
     - members_with_roles: List[{"role": "admin" or "user", "user_id": ""}] - A list of users and their roles in the team. Get user_id when making a new user via `/user/new`.
-    - metadata: Optional[dict] - Metadata for team, store information for team. Example metadata = {"team": "core-infra", "app": "app2", "email": "ishaan@berri.ai" }
+    - metadata: Optional[dict] - Metadata for team, store information for team. Example metadata = {"extra_info": "some info"}
     - tpm_limit: Optional[int] - The TPM (Tokens Per Minute) limit for this team - all keys with this team_id will have at max this TPM limit
     - rpm_limit: Optional[int] - The RPM (Requests Per Minute) limit for this team - all keys associated with this team_id will have at max this RPM limit
     - max_budget: Optional[float] - The maximum budget allocated to the team - all keys for this team_id will have at max this max_budget
-    - budget_duration: Optional[str] - The budget duration for this team - Example "1s", "1d", "1m", "1y"
+    - budget_duration: Optional[str] - The duration of the budget for the team. Doc [here](https://docs.litellm.ai/docs/proxy/team_budgets)
     - models: Optional[list] - A list of models associated with the team - all keys for this team_id will have at most, these models. If empty, assumes all models are allowed.
     - blocked: bool - Flag indicating if the team is blocked or not - will stop all calls from keys with this team_id.
 
@@ -9989,6 +9990,21 @@ async def new_team(
         {"role": "user", "user_id": "user-2434"}]
     }'
 
+    ```
+
+     ```
+    curl --location 'http://0.0.0.0:4000/team/new' \
+
+    --header 'Authorization: Bearer sk-1234' \
+
+    --header 'Content-Type: application/json' \
+
+    --data '{
+                "team_alias": "QA Prod Bot", 
+                "max_budget": 0.000000001, 
+                "budget_duration": "1d"
+            }'
+
     ```
     """
     global prisma_client
@@ -10202,6 +10218,7 @@ async def update_team(
     - tpm_limit: Optional[int] - The TPM (Tokens Per Minute) limit for this team - all keys with this team_id will have at max this TPM limit
     - rpm_limit: Optional[int] - The RPM (Requests Per Minute) limit for this team - all keys associated with this team_id will have at max this RPM limit
     - max_budget: Optional[float] - The maximum budget allocated to the team - all keys for this team_id will have at max this max_budget
+    - budget_duration: Optional[str] - The duration of the budget for the team. Doc [here](https://docs.litellm.ai/docs/proxy/team_budgets)
     - models: Optional[list] - A list of models associated with the team - all keys for this team_id will have at most, these models. If empty, assumes all models are allowed.
     - blocked: bool - Flag indicating if the team is blocked or not - will stop all calls from keys with this team_id.
 
@@ -10219,6 +10236,20 @@ async def update_team(
         "tpm_limit": 100
     }'
     ```
+
+    Example - Update Team `max_budget` budget
+    ```
+    curl --location 'http://0.0.0.0:8000/team/update' \
+
+    --header 'Authorization: Bearer sk-1234' \
+
+    --header 'Content-Type: application/json' \
+
+    --data-raw '{
+        "team_id": "litellm-test-client-id-new",
+        "max_budget": 10
+    }'
+    ```
     """
     global prisma_client
 

From 9c7026e1a8e7e5a94f10b1d847dcaad6ff1d5b79 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 17:34:17 -0700
Subject: [PATCH 17/24] fix - update team

---
 litellm/tests/test_key_generate_prisma.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/litellm/tests/test_key_generate_prisma.py b/litellm/tests/test_key_generate_prisma.py
index 21ffbdb547..e003622a88 100644
--- a/litellm/tests/test_key_generate_prisma.py
+++ b/litellm/tests/test_key_generate_prisma.py
@@ -2217,6 +2217,7 @@ async def test_create_update_team(prisma_client):
             tpm_limit=30,
             rpm_limit=30,
         ),
+        http_request=Request(scope={"type": "http"}),
         user_api_key_dict=UserAPIKeyAuth(
             user_role=LitellmUserRoles.PROXY_ADMIN,
             api_key="sk-1234",

From 988256a13ffac8f9c7d95ac73bc184776a954e1f Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 17:34:49 -0700
Subject: [PATCH 18/24] =?UTF-8?q?bump:=20version=201.40.10=20=E2=86=92=201?=
 =?UTF-8?q?.40.11?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 pyproject.toml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 462ebb6426..58e1e920ae 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "litellm"
-version = "1.40.10"
+version = "1.40.11"
 description = "Library to easily interface with LLM API providers"
 authors = ["BerriAI"]
 license = "MIT"
@@ -85,7 +85,7 @@ requires = ["poetry-core", "wheel"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.commitizen]
-version = "1.40.10"
+version = "1.40.11"
 version_files = [
     "pyproject.toml:^version"
 ]

From 75bfea4046a8fa91161e856da5fb35aff67ab283 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff 
Date: Thu, 13 Jun 2024 19:02:29 -0700
Subject: [PATCH 19/24] doc fix creating team budgets

---
 docs/my-website/docs/proxy/team_budgets.md | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/docs/my-website/docs/proxy/team_budgets.md b/docs/my-website/docs/proxy/team_budgets.md
index d5675ecc0e..30a1d818fb 100644
--- a/docs/my-website/docs/proxy/team_budgets.md
+++ b/docs/my-website/docs/proxy/team_budgets.md
@@ -12,8 +12,6 @@ Track spend, set budgets for your Internal Team
 - Set `max_budget=000000001` ($ value the team is allowed to spend)
 - Set `budget_duration="1d"` (How frequently the budget should update)
 
-
-
 
 Create a new team and set `max_budget` and `budget_duration`
 ```shell
@@ -37,10 +35,7 @@ Response
  "budget_reset_at": "2024-06-14T22:48:36.594000Z"
 }  
 ```
-
-
-
-
+
 
 
 Possible values for `budget_duration`

From ed6a949f394052943df3954a21c75e061c51d6af Mon Sep 17 00:00:00 2001
From: lucca 
Date: Thu, 13 Jun 2024 21:24:07 -0300
Subject: [PATCH 20/24] llama 3

---
 ...model_prices_and_context_window_backup.json | 18 ++++++++++++++++++
 model_prices_and_context_window.json           | 18 ++++++++++++++++++
 2 files changed, 36 insertions(+)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 385dc2ead0..98da8d69c0 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -3347,6 +3347,24 @@
         "litellm_provider": "deepinfra",
         "mode": "chat"
     },
+    "deepinfra/meta-llama/Meta-Llama-3-8B-Instruct": {
+        "max_tokens": 8191,
+        "max_input_tokens": 8191,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.00000008,
+        "output_cost_per_token": 0.00000008,
+        "litellm_provider": "deepinfra",
+        "mode": "chat"
+    },
+    "deepinfra/meta-llama/Meta-Llama-3-70B-Instruct": {
+        "max_tokens": 8191,
+        "max_input_tokens": 8191,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.00000059,
+        "output_cost_per_token": 0.00000079,
+        "litellm_provider": "deepinfra",
+        "mode": "chat"
+    },
     "deepinfra/01-ai/Yi-34B-200K": {
         "max_tokens": 4096,
         "max_input_tokens": 200000,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 385dc2ead0..98da8d69c0 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -3347,6 +3347,24 @@
         "litellm_provider": "deepinfra",
         "mode": "chat"
     },
+    "deepinfra/meta-llama/Meta-Llama-3-8B-Instruct": {
+        "max_tokens": 8191,
+        "max_input_tokens": 8191,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.00000008,
+        "output_cost_per_token": 0.00000008,
+        "litellm_provider": "deepinfra",
+        "mode": "chat"
+    },
+    "deepinfra/meta-llama/Meta-Llama-3-70B-Instruct": {
+        "max_tokens": 8191,
+        "max_input_tokens": 8191,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.00000059,
+        "output_cost_per_token": 0.00000079,
+        "litellm_provider": "deepinfra",
+        "mode": "chat"
+    },
     "deepinfra/01-ai/Yi-34B-200K": {
         "max_tokens": 4096,
         "max_input_tokens": 200000,

From b72d09689ebeeb6a5c2795c52482a276560bf043 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia 
Date: Thu, 13 Jun 2024 16:52:17 -0700
Subject: [PATCH 21/24] feat(proxy/utils.py): allow budget duration in months

Closes https://github.com/BerriAI/litellm/issues/4042
---
 litellm/proxy/utils.py      | 40 ++++++++++++++++++++++++++++++++++---
 litellm/tests/test_utils.py | 38 +++++++++++++++++++++++++++++++++++
 2 files changed, 75 insertions(+), 3 deletions(-)

diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py
index 54782c0887..ba5df81b7c 100644
--- a/litellm/proxy/utils.py
+++ b/litellm/proxy/utils.py
@@ -1,4 +1,4 @@
-from typing import Optional, List, Any, Literal, Union, TYPE_CHECKING
+from typing import Optional, List, Any, Literal, Union, TYPE_CHECKING, Tuple
 import os
 import subprocess
 import hashlib
@@ -2093,14 +2093,32 @@ def get_logging_payload(
         raise e
 
 
-def _duration_in_seconds(duration: str):
-    match = re.match(r"(\d+)([smhd]?)", duration)
+def _extract_from_regex(duration: str) -> Tuple[int, str]:
+    match = re.match(r"(\d+)(mo|[smhd]?)", duration)
+
     if not match:
         raise ValueError("Invalid duration format")
 
     value, unit = match.groups()
     value = int(value)
 
+    return value, unit
+
+
+def _duration_in_seconds(duration: str) -> int:
+    """
+    Parameters:
+    - duration:
+        - "s" - seconds
+        - "m" - minutes
+        - "h" - hours
+        - "d" - days
+        - "mo" - months
+
+    Returns time in seconds till when budget needs to be reset
+    """
+    value, unit = _extract_from_regex(duration=duration)
+
     if unit == "s":
         return value
     elif unit == "m":
@@ -2109,6 +2127,22 @@ def _duration_in_seconds(duration: str):
         return value * 3600
     elif unit == "d":
         return value * 86400
+    elif unit == "mo":
+        now = time.time()
+        current_time = datetime.fromtimestamp(now)
+
+        # Calculate the first day of the next month
+        if current_time.month == 12:
+            next_month = datetime(year=current_time.year + 1, month=1, day=1)
+        else:
+            next_month = datetime(
+                year=current_time.year, month=current_time.month + value, day=1
+            )
+
+        # Calculate the duration until the first day of the next month
+        duration_until_next_month = next_month - current_time
+        return int(duration_until_next_month.total_seconds())
+
     else:
         raise ValueError("Unsupported duration unit")
 
diff --git a/litellm/tests/test_utils.py b/litellm/tests/test_utils.py
index 2e32e32df7..742199c7f9 100644
--- a/litellm/tests/test_utils.py
+++ b/litellm/tests/test_utils.py
@@ -26,6 +26,7 @@ from litellm.utils import (
     get_max_tokens,
     get_supported_openai_params,
 )
+from litellm.proxy.utils import _duration_in_seconds, _extract_from_regex
 
 # Assuming your trim_messages, shorten_message_to_fit_limit, and get_token_count functions are all in a module named 'message_utils'
 
@@ -445,3 +446,40 @@ def test_redact_msgs_from_logs():
 
     litellm.turn_off_message_logging = False
     print("Test passed")
+
+
+@pytest.mark.parametrize(
+    "duration, unit",
+    [("7s", "s"), ("7m", "m"), ("7h", "h"), ("7d", "d"), ("7mo", "mo")],
+)
+def test_extract_from_regex(duration, unit):
+    value, _unit = _extract_from_regex(duration=duration)
+
+    assert value == 7
+    assert _unit == unit
+
+
+def test_duration_in_seconds():
+    """
+    Test if duration int is correctly calculated for different str
+    """
+    import time
+
+    now = time.time()
+    current_time = datetime.fromtimestamp(now)
+    print("current_time={}".format(current_time))
+    # Calculate the first day of the next month
+    if current_time.month == 12:
+        next_month = datetime(year=current_time.year + 1, month=1, day=1)
+    else:
+        next_month = datetime(
+            year=current_time.year, month=current_time.month + 1, day=1
+        )
+    print("next_month={}".format(next_month))
+    # Calculate the duration until the first day of the next month
+    duration_until_next_month = next_month - current_time
+    expected_duration = int(duration_until_next_month.total_seconds())
+
+    value = _duration_in_seconds(duration="1mo")
+
+    assert value - expected_duration < 2

From 11555e56ed74a1415a35194c5bc7db81d1bde9a7 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia 
Date: Thu, 13 Jun 2024 20:45:48 -0700
Subject: [PATCH 22/24] build(ui): new build

---
 litellm/proxy/_experimental/out/404.html            |  1 +
 .../out/_next/static/chunks/131-6a03368053f9d26d.js |  8 --------
 .../out/_next/static/chunks/131-cb6bfe24e23e121b.js |  8 ++++++++
 .../out/_next/static/chunks/294-0e35509d5ca95267.js | 13 -------------
 .../static/chunks/2f6dbc85-052c4579f80d66ae.js      |  1 -
 .../static/chunks/2f6dbc85-cac2949a76539886.js      |  1 +
 .../static/chunks/3014691f-589a5f4865c3822f.js      |  1 -
 .../static/chunks/3014691f-b24e8254c7593934.js      |  1 +
 .../out/_next/static/chunks/505-5ff3c318fddfa35c.js | 13 +++++++++++++
 .../out/_next/static/chunks/684-16b194c83a169f6d.js |  1 +
 .../out/_next/static/chunks/684-bb2d2f93d92acb0b.js |  1 -
 .../out/_next/static/chunks/69-04708d7d4a17c1ee.js  |  1 -
 .../out/_next/static/chunks/69-8316d07d1f41e39f.js  |  1 +
 .../out/_next/static/chunks/759-83a8bdddfe32b5d9.js | 13 -------------
 .../out/_next/static/chunks/759-c0083d8a782d300e.js | 13 +++++++++++++
 ...81b72386c2.js => _not-found-4163791cb6a88df1.js} |  2 +-
 ...bef188642a56c0.js => layout-1c3f654c7747e999.js} |  2 +-
 .../chunks/app/model_hub/page-4cb65c32467214b5.js   |  1 -
 .../chunks/app/model_hub/page-a1942d43573c82c3.js   |  1 +
 .../chunks/app/onboarding/page-49a30e653b6ae929.js  |  1 +
 .../chunks/app/onboarding/page-664c7288e11fff5a.js  |  1 -
 .../static/chunks/app/page-8028473f1a04553d.js      |  1 +
 .../static/chunks/app/page-d301c202a2cebcd3.js      |  1 -
 .../static/chunks/fd9d1056-f593049e31b05aeb.js      |  1 +
 .../static/chunks/fd9d1056-f960ab1e6d32b002.js      |  1 -
 .../_next/static/chunks/main-160227023782230a.js    |  1 -
 .../_next/static/chunks/main-a61244f130fbf565.js    |  2 +-
 ...b13a7db53edf.js => main-app-096338c8e1915716.js} |  2 +-
 ...e007a0280178b.js => webpack-887c75b16b85d4b4.js} |  2 +-
 .../out/_next/static/css/159e0004b5599df8.css       |  5 -----
 .../out/_next/static/css/63f65dbb14efd996.css       |  5 +++++
 .../_buildManifest.js                               |  0
 .../_ssgManifest.js                                 |  0
 litellm/proxy/_experimental/out/index.html          |  2 +-
 litellm/proxy/_experimental/out/index.txt           |  4 ++--
 litellm/proxy/_experimental/out/model_hub.html      |  1 +
 litellm/proxy/_experimental/out/model_hub.txt       |  4 ++--
 litellm/proxy/_experimental/out/onboarding.html     |  1 +
 litellm/proxy/_experimental/out/onboarding.txt      |  4 ++--
 ui/litellm-dashboard/out/404.html                   |  2 +-
 .../static/Q9smtS3bJUKJtn7pvgodO/_buildManifest.js  |  1 -
 .../static/Q9smtS3bJUKJtn7pvgodO/_ssgManifest.js    |  1 -
 .../out/_next/static/chunks/131-6a03368053f9d26d.js |  8 --------
 .../out/_next/static/chunks/294-0e35509d5ca95267.js | 13 -------------
 .../static/chunks/2f6dbc85-052c4579f80d66ae.js      |  1 -
 .../static/chunks/3014691f-589a5f4865c3822f.js      |  1 -
 .../out/_next/static/chunks/684-bb2d2f93d92acb0b.js |  1 -
 .../out/_next/static/chunks/69-04708d7d4a17c1ee.js  |  1 -
 .../out/_next/static/chunks/759-83a8bdddfe32b5d9.js | 13 -------------
 .../chunks/app/_not-found-b1ee1381b72386c2.js       |  1 -
 .../static/chunks/app/layout-9bbef188642a56c0.js    |  1 -
 .../chunks/app/model_hub/page-4cb65c32467214b5.js   |  1 -
 .../chunks/app/onboarding/page-664c7288e11fff5a.js  |  1 -
 .../static/chunks/app/page-d301c202a2cebcd3.js      |  1 -
 .../static/chunks/fd9d1056-f960ab1e6d32b002.js      |  1 -
 .../static/chunks/main-app-9b4fb13a7db53edf.js      |  1 -
 .../_next/static/chunks/webpack-496e007a0280178b.js |  1 -
 .../out/_next/static/css/159e0004b5599df8.css       |  5 -----
 ui/litellm-dashboard/out/index.html                 |  2 +-
 ui/litellm-dashboard/out/index.txt                  |  4 ++--
 ui/litellm-dashboard/out/model_hub.html             |  2 +-
 ui/litellm-dashboard/out/model_hub.txt              |  4 ++--
 ui/litellm-dashboard/out/onboarding.html            |  2 +-
 ui/litellm-dashboard/out/onboarding.txt             |  4 ++--
 64 files changed, 72 insertions(+), 123 deletions(-)
 create mode 100644 litellm/proxy/_experimental/out/404.html
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/131-6a03368053f9d26d.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/131-cb6bfe24e23e121b.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/294-0e35509d5ca95267.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/2f6dbc85-052c4579f80d66ae.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/2f6dbc85-cac2949a76539886.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/3014691f-589a5f4865c3822f.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/3014691f-b24e8254c7593934.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/505-5ff3c318fddfa35c.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/684-16b194c83a169f6d.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/684-bb2d2f93d92acb0b.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/69-04708d7d4a17c1ee.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/69-8316d07d1f41e39f.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/759-83a8bdddfe32b5d9.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/759-c0083d8a782d300e.js
 rename litellm/proxy/_experimental/out/_next/static/chunks/app/{_not-found-b1ee1381b72386c2.js => _not-found-4163791cb6a88df1.js} (93%)
 rename litellm/proxy/_experimental/out/_next/static/chunks/app/{layout-9bbef188642a56c0.js => layout-1c3f654c7747e999.js} (60%)
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/model_hub/page-4cb65c32467214b5.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/model_hub/page-a1942d43573c82c3.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/onboarding/page-49a30e653b6ae929.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/onboarding/page-664c7288e11fff5a.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-8028473f1a04553d.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-d301c202a2cebcd3.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/fd9d1056-f593049e31b05aeb.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/fd9d1056-f960ab1e6d32b002.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/main-160227023782230a.js
 rename ui/litellm-dashboard/out/_next/static/chunks/main-160227023782230a.js => litellm/proxy/_experimental/out/_next/static/chunks/main-a61244f130fbf565.js (99%)
 rename litellm/proxy/_experimental/out/_next/static/chunks/{main-app-9b4fb13a7db53edf.js => main-app-096338c8e1915716.js} (54%)
 rename litellm/proxy/_experimental/out/_next/static/chunks/{webpack-496e007a0280178b.js => webpack-887c75b16b85d4b4.js} (96%)
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/css/159e0004b5599df8.css
 create mode 100644 litellm/proxy/_experimental/out/_next/static/css/63f65dbb14efd996.css
 rename litellm/proxy/_experimental/out/_next/static/{Q9smtS3bJUKJtn7pvgodO => sTvd1VbHSi_TBr1KiIpul}/_buildManifest.js (100%)
 rename litellm/proxy/_experimental/out/_next/static/{Q9smtS3bJUKJtn7pvgodO => sTvd1VbHSi_TBr1KiIpul}/_ssgManifest.js (100%)
 create mode 100644 litellm/proxy/_experimental/out/model_hub.html
 create mode 100644 litellm/proxy/_experimental/out/onboarding.html
 delete mode 100644 ui/litellm-dashboard/out/_next/static/Q9smtS3bJUKJtn7pvgodO/_buildManifest.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/Q9smtS3bJUKJtn7pvgodO/_ssgManifest.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/131-6a03368053f9d26d.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/294-0e35509d5ca95267.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/2f6dbc85-052c4579f80d66ae.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/3014691f-589a5f4865c3822f.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/684-bb2d2f93d92acb0b.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/69-04708d7d4a17c1ee.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/759-83a8bdddfe32b5d9.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/_not-found-b1ee1381b72386c2.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/layout-9bbef188642a56c0.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/model_hub/page-4cb65c32467214b5.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/onboarding/page-664c7288e11fff5a.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-d301c202a2cebcd3.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/fd9d1056-f960ab1e6d32b002.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/main-app-9b4fb13a7db53edf.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/webpack-496e007a0280178b.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/css/159e0004b5599df8.css

diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html
new file mode 100644
index 0000000000..f2e61a560d
--- /dev/null
+++ b/litellm/proxy/_experimental/out/404.html
@@ -0,0 +1 @@
+404: This page could not be found.LiteLLM Dashboard
404
This page could not be found.

\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/131-6a03368053f9d26d.js b/litellm/proxy/_experimental/out/_next/static/chunks/131-6a03368053f9d26d.js
deleted file mode 100644
index f6ea1fb198..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/131-6a03368053f9d26d.js
+++ /dev/null
@@ -1,8 +0,0 @@
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