Merge PR #19596: perf: skip redundant redaction when global redaction enabled

litellm-proxy-extras/litellm_proxy_extras/migrations/20260207093506_add_available_on_public_internet_to_mcp_servers/migration.sql

@@ -0,0 +1,3 @@
+-- AlterTable
+ALTER TABLE "LiteLLM_MCPServerTable" ADD COLUMN     "available_on_public_internet" BOOLEAN NOT NULL DEFAULT false;
+

litellm-proxy-extras/pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "litellm-proxy-extras"
-version = "0.4.31"
+version = "0.4.32"
 description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package."
 authors = ["BerriAI"]
 readme = "README.md"
@@ -22,7 +22,7 @@ requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.commitizen]
-version = "0.4.31"
+version = "0.4.32"
 version_files = [
     "pyproject.toml:version",
     "../requirements.txt:litellm-proxy-extras==",

litellm/cost_calculator.py

@@ -1418,37 +1418,47 @@ def completion_cost(  # noqa: PLR0915
 
                 # Apply discount from module-level config if configured
                 original_cost = _final_cost
-                _final_cost, discount_percent, discount_amount = _apply_cost_discount(
-                    base_cost=_final_cost,
-                    custom_llm_provider=custom_llm_provider,
-                )
+                if litellm.cost_discount_config:
+                    _final_cost, discount_percent, discount_amount = _apply_cost_discount(
+                        base_cost=_final_cost,
+                        custom_llm_provider=custom_llm_provider,
+                    )
+                else:
+                    discount_percent = 0.0
+                    discount_amount = 0.0
 
                 # Apply margin from module-level config if configured
-                (
-                    _final_cost,
-                    margin_percent,
-                    margin_fixed_amount,
-                    margin_total_amount,
-                ) = _apply_cost_margin(
-                    base_cost=_final_cost,
-                    custom_llm_provider=custom_llm_provider,
-                )
+                if litellm.cost_margin_config:
+                    (
+                        _final_cost,
+                        margin_percent,
+                        margin_fixed_amount,
+                        margin_total_amount,
+                    ) = _apply_cost_margin(
+                        base_cost=_final_cost,
+                        custom_llm_provider=custom_llm_provider,
+                    )
+                else:
+                    margin_percent = 0.0
+                    margin_fixed_amount = 0.0
+                    margin_total_amount = 0.0
 
                 # Store cost breakdown in logging object if available
-                _store_cost_breakdown_in_logging_obj(
-                    litellm_logging_obj=litellm_logging_obj,
-                    prompt_tokens_cost_usd_dollar=prompt_tokens_cost_usd_dollar,
-                    completion_tokens_cost_usd_dollar=completion_tokens_cost_usd_dollar,
-                    cost_for_built_in_tools_cost_usd_dollar=cost_for_built_in_tools,
-                    total_cost_usd_dollar=_final_cost,
-                    additional_costs=additional_costs,
-                    original_cost=original_cost,
-                    discount_percent=discount_percent,
-                    discount_amount=discount_amount,
-                    margin_percent=margin_percent,
-                    margin_fixed_amount=margin_fixed_amount,
-                    margin_total_amount=margin_total_amount,
-                )
+                if litellm_logging_obj is not None:
+                    _store_cost_breakdown_in_logging_obj(
+                        litellm_logging_obj=litellm_logging_obj,
+                        prompt_tokens_cost_usd_dollar=prompt_tokens_cost_usd_dollar,
+                        completion_tokens_cost_usd_dollar=completion_tokens_cost_usd_dollar,
+                        cost_for_built_in_tools_cost_usd_dollar=cost_for_built_in_tools,
+                        total_cost_usd_dollar=_final_cost,
+                        original_cost=original_cost,
+                        additional_costs=additional_costs,
+                        discount_percent=discount_percent,
+                        discount_amount=discount_amount,
+                        margin_percent=margin_percent,
+                        margin_fixed_amount=margin_fixed_amount,
+                        margin_total_amount=margin_total_amount,
+                    )
 
                 return _final_cost
             except Exception as e:

litellm/integrations/custom_logger.py

@@ -740,7 +740,9 @@ class CustomLogger:  # https://docs.litellm.ai/docs/observability/custom_callbac
         return OLD_LITELLM_METADATA_FIELD
 
     def redact_standard_logging_payload_from_model_call_details(
-        self, model_call_details: Dict
+        self,
+        model_call_details: Dict,
+        global_redaction_applied: bool = False,
     ) -> Dict:
         """
         Only redacts messages and responses when self.turn_off_message_logging is True
@@ -752,6 +754,17 @@ class CustomLogger:  # https://docs.litellm.ai/docs/observability/custom_callbac
 
         This is useful for logging payloads that contain sensitive information.
         """
+        # Only skip if global redaction applied AND method is not overridden
+        if global_redaction_applied:
+            # Check if method was overridden anywhere in the inheritance chain (walks full MRO)
+            method_name = "redact_standard_logging_payload_from_model_call_details"
+            is_overridden = getattr(type(self), method_name) is not getattr(CustomLogger, method_name)
+
+            if not is_overridden:
+                # Safe to skip - using default implementation
+                return model_call_details
+            # Method was overridden - might do additional redaction, so proceed
+
         from copy import copy
 
         from litellm import Choices, Message, ModelResponse

litellm/litellm_core_utils/litellm_logging.py

@@ -68,6 +68,7 @@ from litellm.litellm_core_utils.model_param_helper import ModelParamHelper
 from litellm.litellm_core_utils.redact_messages import (
     redact_message_input_output_from_custom_logger,
     redact_message_input_output_from_logging,
+    should_redact_message_logging,
 )
 from litellm.llms.base_llm.ocr.transformation import OCRResponse
 from litellm.llms.base_llm.search.transformation import SearchResponse
@@ -203,6 +204,10 @@ except Exception as e:
     EnterpriseStandardLoggingPayloadSetupVAR = None
 _in_memory_loggers: List[Any] = []
 
+_STANDARD_LOGGING_METADATA_KEYS: frozenset = frozenset(
+    StandardLoggingMetadata.__annotations__.keys()
+)
+
 ### GLOBAL VARIABLES ###
 
 # Cache custom pricing keys as frozenset for O(1) lookups instead of looping through 49 keys
@@ -2492,11 +2497,12 @@ class Logging(LiteLLMLoggingBaseClass):
             global_callbacks=litellm._async_success_callback,
         )
 
+        _model_call_details = self.model_call_details if hasattr(self, "model_call_details") else {}
+        global_redaction_applied = should_redact_message_logging(_model_call_details)
         result = redact_message_input_output_from_logging(
-            model_call_details=(
-                self.model_call_details if hasattr(self, "model_call_details") else {}
-            ),
+            model_call_details=_model_call_details,
             result=result,
+            should_redact=global_redaction_applied,
         )
 
         ## LOGGING HOOK ##
@@ -2521,7 +2527,10 @@ class Logging(LiteLLMLoggingBaseClass):
                 )
             elif isinstance(callback, CustomLogger):
                 result = redact_message_input_output_from_custom_logger(
-                    result=result, litellm_logging_obj=self, custom_logger=callback
+                    result=result,
+                    litellm_logging_obj=self,
+                    custom_logger=callback,
+                    global_redaction_applied=global_redaction_applied,
                 )
                 self.model_call_details, result = await callback.async_logging_hook(
                     kwargs=self.model_call_details,
@@ -2576,7 +2585,8 @@ class Logging(LiteLLMLoggingBaseClass):
                     ##################################
                     # call redaction hook for custom logger
                     model_call_details = callback.redact_standard_logging_payload_from_model_call_details(
-                        model_call_details=model_call_details
+                        model_call_details=model_call_details,
+                        global_redaction_applied=global_redaction_applied,
                     )
                     ##################################
                     if self.stream is True:
@@ -4530,17 +4540,12 @@ class StandardLoggingPayloadSetup:
             user_api_key_auth_metadata=None,
         )
         if isinstance(metadata, dict):
-            # Filter the metadata dictionary to include only the specified keys
-            supported_keys = StandardLoggingMetadata.__annotations__.keys()
-            for key in supported_keys:
-                if key in metadata:
-                    clean_metadata[key] = metadata[key]  # type: ignore
+            for key in metadata.keys() & _STANDARD_LOGGING_METADATA_KEYS:
+                clean_metadata[key] = metadata[key]  # type: ignore
 
-            if metadata.get("user_api_key") is not None:
-                if is_valid_sha256_hash(str(metadata.get("user_api_key"))):
-                    clean_metadata["user_api_key_hash"] = metadata.get(
-                        "user_api_key"
-                    )  # this is the hash
+            user_api_key = metadata.get("user_api_key")
+            if user_api_key and isinstance(user_api_key, str) and is_valid_sha256_hash(user_api_key):
+                clean_metadata["user_api_key_hash"] = user_api_key
             _potential_requester_metadata = metadata.get(
                 "metadata", None
             )  # check if user passed metadata in the sdk request - e.g. metadata for langsmith logging - https://docs.litellm.ai/docs/observability/langsmith_integration#set-langsmith-fields

litellm/litellm_core_utils/redact_messages.py

@@ -30,8 +30,15 @@ else:
 
 
 def redact_message_input_output_from_custom_logger(
-    litellm_logging_obj: LiteLLMLoggingObject, result, custom_logger: CustomLogger
+    litellm_logging_obj: LiteLLMLoggingObject,
+    result,
+    custom_logger: CustomLogger,
+    global_redaction_applied: bool = False,
 ):
+    # skip redundant redaction if global redaction was already applied
+    if global_redaction_applied:
+        return result
+
     if (
         hasattr(custom_logger, "message_logging")
         and custom_logger.message_logging is not True
@@ -72,6 +79,44 @@ def _redact_responses_api_output(output_items):
                         summary_item.text = "redacted-by-litellm"
 
 
+def _redact_standard_logging_object(model_call_details: dict):
+    """Redact messages and response inside standard_logging_object if present."""
+    standard_logging_object = model_call_details.get("standard_logging_object")
+    if standard_logging_object is None:
+        return
+
+    redacted_str = "redacted-by-litellm"
+
+    if standard_logging_object.get("messages") is not None:
+        standard_logging_object["messages"] = [
+            {"role": "user", "content": redacted_str}
+        ]
+
+    response = standard_logging_object.get("response")
+    if response is not None:
+        if isinstance(response, dict) and "output" in response:
+            # ResponsesAPIResponse format - redact content in output items
+            if isinstance(response.get("output"), list):
+                for output_item in response["output"]:
+                    if isinstance(output_item, dict) and "content" in output_item:
+                        if isinstance(output_item["content"], list):
+                            for content_item in output_item["content"]:
+                                if (
+                                    isinstance(content_item, dict)
+                                    and "text" in content_item
+                                ):
+                                    content_item["text"] = redacted_str
+        elif isinstance(response, str):
+            standard_logging_object["response"] = redacted_str
+        else:
+            # Standard ModelResponse dict format
+            standard_logging_object["response"] = {
+                "choices": [
+                    {"message": {"content": redacted_str}}
+                ]
+            }
+
+
 def perform_redaction(model_call_details: dict, result):
     """
     Performs the actual redaction on the logging object and result.
@@ -83,6 +128,9 @@ def perform_redaction(model_call_details: dict, result):
     model_call_details["prompt"] = ""
     model_call_details["input"] = ""
 
+    # Redact standard_logging_object if present
+    _redact_standard_logging_object(model_call_details)
+
     # Redact streaming response
     if (
         model_call_details.get("stream", False) is True
@@ -177,13 +225,18 @@ def should_redact_message_logging(model_call_details: dict) -> bool:
 
 
 def redact_message_input_output_from_logging(
-    model_call_details: dict, result, input: Optional[Any] = None
+    model_call_details: dict,
+    result,
+    input: Optional[Any] = None,
+    should_redact: Optional[bool] = None,
 ) -> Any:
     """
     Removes messages, prompts, input, response from logging. This modifies the data in-place
     only redacts when litellm.turn_off_message_logging == True
     """
-    if should_redact_message_logging(model_call_details):
+    if should_redact is None:
+        should_redact = should_redact_message_logging(model_call_details)
+    if should_redact:
         return perform_redaction(model_call_details, result)
     return result
 

litellm/proxy/_experimental/mcp_server/rest_endpoints.py

@@ -99,6 +99,62 @@ if MCP_AVAILABLE:
         )
         return mcp_auth_header, mcp_server_auth_headers, raw_headers
 
+    async def _resolve_allowed_mcp_servers_with_ip_filter(
+        request: Request,
+        user_api_key_dict: UserAPIKeyAuth,
+        server_id: str,
+    ) -> List[MCPServer]:
+        """
+        Resolve allowed MCP servers for a tool call with IP filtering.
+
+        Args:
+            request: The HTTP request object
+            user_api_key_dict: The user's API key auth object
+            server_id: The server ID to validate access for
+
+        Returns:
+            List of allowed MCPServer objects
+
+        Raises:
+            HTTPException: If the server_id is not allowed
+        """
+        # Get all auth contexts
+        auth_contexts = await build_effective_auth_contexts(user_api_key_dict)
+
+        # Collect allowed server IDs from all contexts, then apply IP filtering
+        _rest_client_ip = IPAddressUtils.get_mcp_client_ip(request)
+        allowed_server_ids_set = set()
+        for auth_context in auth_contexts:
+            servers = await global_mcp_server_manager.get_allowed_mcp_servers(
+                user_api_key_auth=auth_context,
+            )
+            allowed_server_ids_set.update(servers)
+
+        allowed_server_ids_set = set(
+            global_mcp_server_manager.filter_server_ids_by_ip(
+                list(allowed_server_ids_set), _rest_client_ip
+            )
+        )
+
+        # Check if the specified server_id is allowed
+        if server_id not in allowed_server_ids_set:
+            raise HTTPException(
+                status_code=403,
+                detail={
+                    "error": "access_denied",
+                    "message": f"The key is not allowed to access server {server_id}",
+                },
+            )
+
+        # Build allowed_mcp_servers list (only include allowed servers)
+        allowed_mcp_servers: List[MCPServer] = []
+        for allowed_server_id in allowed_server_ids_set:
+            server = global_mcp_server_manager.get_mcp_server_by_id(allowed_server_id)
+            if server is not None:
+                allowed_mcp_servers.append(server)
+
+        return allowed_mcp_servers
+
     async def _get_tools_for_single_server(
         server,
         server_auth_header,
@@ -381,43 +437,11 @@ if MCP_AVAILABLE:
             if "metadata" in data and "user_api_key_auth" in data["metadata"]:
                 data["user_api_key_auth"] = data["metadata"]["user_api_key_auth"]
 
-            # Get all auth contexts
-            auth_contexts = await build_effective_auth_contexts(user_api_key_dict)
-
-            # Collect allowed server IDs from all contexts, then apply IP filtering
-            _rest_client_ip = IPAddressUtils.get_mcp_client_ip(request)
-            allowed_server_ids_set = set()
-            for auth_context in auth_contexts:
-                servers = await global_mcp_server_manager.get_allowed_mcp_servers(
-                    user_api_key_auth=auth_context,
-                )
-                allowed_server_ids_set.update(servers)
-
-            allowed_server_ids_set = set(
-                global_mcp_server_manager.filter_server_ids_by_ip(
-                    list(allowed_server_ids_set), _rest_client_ip
-                )
+            # Resolve allowed MCP servers with IP filtering
+            allowed_mcp_servers = await _resolve_allowed_mcp_servers_with_ip_filter(
+                request, user_api_key_dict, server_id
             )
 
-            # Check if the specified server_id is allowed
-            if server_id not in allowed_server_ids_set:
-                raise HTTPException(
-                    status_code=403,
-                    detail={
-                        "error": "access_denied",
-                        "message": f"The key is not allowed to access server {server_id}",
-                    },
-                )
-
-            # Build allowed_mcp_servers list (only include allowed servers)
-            allowed_mcp_servers: List[MCPServer] = []
-            for allowed_server_id in allowed_server_ids_set:
-                server = global_mcp_server_manager.get_mcp_server_by_id(
-                    allowed_server_id
-                )
-                if server is not None:
-                    allowed_mcp_servers.append(server)
-
             # Call execute_mcp_tool directly (permission checks already done)
             result = await execute_mcp_tool(
                 name=tool_name,

litellm/proxy/_experimental/out/__next.__PAGE__.txt

@@ -0,0 +1,30 @@
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