feat - emit llm provider spend on prometheus

litellm/integrations/prometheus.py

@@ -228,6 +228,13 @@ class PrometheusLogger(CustomLogger):
                     "api_key_alias",
                 ],
             )
+            # llm api provider budget metrics
+            self.litellm_provider_remaining_budget_metric = Gauge(
+                "litellm_provider_remaining_budget_metric",
+                "Remaining budget for provider - used when you set provider budget limits",
+                labelnames=["api_provider"],
+            )
+
             # Get all keys
             _logged_llm_labels = [
                 "litellm_model_name",
@@ -1130,6 +1137,19 @@ class PrometheusLogger(CustomLogger):
             litellm_model_name, model_id, api_base, api_provider, exception_status
         ).inc()
 
+    def track_provider_remaining_budget(
+        self, provider: str, spend: float, budget_limit: float
+    ):
+        """
+        Track provider remaining budget in Prometheus
+        """
+        self.litellm_provider_remaining_budget_metric.labels(provider).set(
+            self._safe_get_remaining_budget(
+                max_budget=budget_limit,
+                spend=spend,
+            )
+        )
+
     def _safe_get_remaining_budget(
         self, max_budget: Optional[float], spend: Optional[float]
     ) -> float:

litellm/proxy/proxy_config.yaml

@@ -1,14 +1,18 @@
 model_list:
-  - model_name: fake-openai-endpoint
+  - model_name: gpt-4o
     litellm_params:
-      model: openai/fake
+      model: openai/gpt-4o
       api_key: os.environ/OPENAI_API_KEY
-      api_base: https://exampleopenaiendpoint-production.up.railway.app/
 
 
+router_settings:
+  provider_budget_config: 
+    openai: 
+      budget_limit: 0.000000000001 # float of $ value budget for time period
+      time_period: 1d # can be 1d, 2d, 30d 
+    azure:
+      budget_limit: 100
+      time_period: 1d
 
-general_settings:
+litellm_settings:
-  key_management_system: "aws_secret_manager" 
+  callbacks: ["prometheus"]
-  key_management_settings: 
-    store_virtual_keys: true
-    access_mode: "write_only"

litellm/router_strategy/provider_budgets.py

@@ -25,6 +25,9 @@ from litellm._logging import verbose_router_logger
 from litellm.caching.caching import DualCache
 from litellm.integrations.custom_logger import CustomLogger
 from litellm.litellm_core_utils.core_helpers import _get_parent_otel_span_from_kwargs
+from litellm.router_utils.cooldown_callbacks import (
+    _get_prometheus_logger_from_callbacks,
+)
 from litellm.types.router import (
     LiteLLM_Params,
     ProviderBudgetConfigType,
@@ -148,6 +151,11 @@ class ProviderBudgetLimiting(CustomLogger):
             verbose_router_logger.debug(
                 f"Current spend for {provider}: {current_spend}, budget limit: {budget_limit}"
             )
+            self._track_provider_remaining_budget_prometheus(
+                provider=provider,
+                spend=current_spend,
+                budget_limit=budget_limit,
+            )
 
             if current_spend >= budget_limit:
                 debug_msg = f"Exceeded budget for provider {provider}: {current_spend} >= {budget_limit}"
@@ -242,3 +250,21 @@ class ProviderBudgetLimiting(CustomLogger):
             days = int(time_period[:-1])
             return days * 24 * 60 * 60
         raise ValueError(f"Unsupported time period format: {time_period}")
+
+    def _track_provider_remaining_budget_prometheus(
+        self, provider: str, spend: float, budget_limit: float
+    ):
+        """
+        Optional helper - emit provider remaining budget metric to Prometheus
+
+        This is helpful for debugging and monitoring provider budget limits.
+        """
+        from litellm.integrations.prometheus import PrometheusLogger
+
+        prometheus_logger = _get_prometheus_logger_from_callbacks()
+        if prometheus_logger:
+            prometheus_logger.track_provider_remaining_budget(
+                provider=provider,
+                spend=spend,
+                budget_limit=budget_limit,
+            )

litellm/router_utils/cooldown_callbacks.py

@@ -88,6 +88,9 @@ def _get_prometheus_logger_from_callbacks() -> Optional[PrometheusLogger]:
     """
     from litellm.integrations.prometheus import PrometheusLogger
 
+    for _callback in litellm._async_success_callback:
+        if isinstance(_callback, PrometheusLogger):
+            return _callback
     for _callback in litellm.callbacks:
         if isinstance(_callback, PrometheusLogger):
             return _callback