From f62658795aeb1202df80cf290e9525de1ea85b2c Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Thu, 2 Apr 2026 12:25:48 -0700 Subject: [PATCH 01/63] feat(teams): resolve access group models/MCPs/agents in team endpoints Add access_group_models, access_group_mcp_server_ids, and access_group_agent_ids to /team/info and /v2/team/list responses. These fields contain resources inherited from access groups, kept separate from direct assignments so the UI can distinguish the source. Backend: _resolve_access_group_resources() helper resolves access group resources via existing _get_*_from_access_groups() functions. UI: Teams table and detail view show direct models as blue badges and access-group-sourced models as green badges. --- litellm/proxy/_types.py | 4 + .../management_endpoints/team_endpoints.py | 54 +++++++ .../management_endpoints/team_endpoints.py | 4 + .../components/TeamsTable/ModelsCell.tsx | 142 +++++++++--------- .../components/key_team_helpers/key_list.tsx | 4 + .../src/components/team/TeamInfo.tsx | 27 +++- 6 files changed, 161 insertions(+), 74 deletions(-) diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index 8faf36df4c6..6b581957e91 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -3805,6 +3805,10 @@ class OrganizationMemberUpdateResponse(MemberUpdateResponse): class TeamInfoResponseObjectTeamTable(LiteLLM_TeamTable): team_member_budget_table: Optional[LiteLLM_BudgetTable] = None + # Resources inherited from access groups (separate from direct assignments) + access_group_models: Optional[List[str]] = None + access_group_mcp_server_ids: Optional[List[str]] = None + access_group_agent_ids: Optional[List[str]] = None class TeamInfoResponseObject(TypedDict): diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py index 3643373be65..6b4cf72fc11 100644 --- a/litellm/proxy/management_endpoints/team_endpoints.py +++ b/litellm/proxy/management_endpoints/team_endpoints.py @@ -62,6 +62,9 @@ from litellm.proxy._types import ( UserAPIKeyAuth, ) from litellm.proxy.auth.auth_checks import ( + _get_agent_ids_from_access_groups, + _get_mcp_server_ids_from_access_groups, + _get_models_from_access_groups, allowed_route_check_inside_route, can_org_access_model, get_org_object, @@ -3042,6 +3045,14 @@ async def team_info( team_info_response_object=_team_info, ) + # Resolve resources inherited from access groups + resolved = await _resolve_access_group_resources( + access_group_ids=_team_info.access_group_ids, + ) + _team_info.access_group_models = resolved["access_group_models"] + _team_info.access_group_mcp_server_ids = resolved["access_group_mcp_server_ids"] + _team_info.access_group_agent_ids = resolved["access_group_agent_ids"] + response_object = TeamInfoResponseObject( team_id=team_id, team_info=_team_info, @@ -3332,6 +3343,36 @@ async def _build_team_list_where_conditions( return where_conditions +async def _resolve_access_group_resources( + access_group_ids: Optional[List[str]], +) -> Dict[str, List[str]]: + """ + Resolve resources inherited from access groups. + + Returns only the access-group-sourced resources (not direct assignments). + Keeps them separate so callers can distinguish where each resource comes from. + """ + empty: Dict[str, List[str]] = { + "access_group_models": [], + "access_group_mcp_server_ids": [], + "access_group_agent_ids": [], + } + if not access_group_ids: + return empty + + return { + "access_group_models": await _get_models_from_access_groups( + access_group_ids=access_group_ids, + ), + "access_group_mcp_server_ids": await _get_mcp_server_ids_from_access_groups( + access_group_ids=access_group_ids, + ), + "access_group_agent_ids": await _get_agent_ids_from_access_groups( + access_group_ids=access_group_ids, + ), + } + + def _convert_teams_to_response_models( teams: list, use_deleted_table: bool, @@ -3558,6 +3599,19 @@ async def list_team_v2( # Convert Prisma models to response models with members_count team_list = _convert_teams_to_response_models(teams, use_deleted_table) + # Resolve resources inherited from access groups for each team + if not use_deleted_table: + for team_item in team_list: + if isinstance(team_item, TeamListItem): + resolved = await _resolve_access_group_resources( + access_group_ids=team_item.access_group_ids, + ) + team_item.access_group_models = resolved["access_group_models"] + team_item.access_group_mcp_server_ids = resolved[ + "access_group_mcp_server_ids" + ] + team_item.access_group_agent_ids = resolved["access_group_agent_ids"] + return { "teams": team_list, "total": total_count, diff --git a/litellm/types/proxy/management_endpoints/team_endpoints.py b/litellm/types/proxy/management_endpoints/team_endpoints.py index 5055a65783f..2455eb495d1 100644 --- a/litellm/types/proxy/management_endpoints/team_endpoints.py +++ b/litellm/types/proxy/management_endpoints/team_endpoints.py @@ -47,6 +47,10 @@ class TeamListItem(LiteLLM_TeamTable): """A team item in the paginated list response, enriched with computed fields.""" members_count: int = 0 + # Resources inherited from access groups (separate from direct assignments) + access_group_models: Optional[List[str]] = None + access_group_mcp_server_ids: Optional[List[str]] = None + access_group_agent_ids: Optional[List[str]] = None class TeamListResponse(BaseModel): diff --git a/ui/litellm-dashboard/src/app/(dashboard)/teams/components/TeamsTable/ModelsCell.tsx b/ui/litellm-dashboard/src/app/(dashboard)/teams/components/TeamsTable/ModelsCell.tsx index 5cabe4c4a8f..03a0a80bc71 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/teams/components/TeamsTable/ModelsCell.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/teams/components/TeamsTable/ModelsCell.tsx @@ -1,16 +1,54 @@ import { Badge, Icon, TableCell, Text } from "@tremor/react"; import { ChevronDownIcon, ChevronRightIcon } from "@heroicons/react/outline"; import { getModelDisplayName } from "@/components/key_team_helpers/fetch_available_models_team_key"; -import React, { useState } from "react"; +import React, { useMemo, useState } from "react"; import { Team } from "@/components/key_team_helpers/key_list"; interface ModelsCellProps { team: Team; } +interface ModelEntry { + name: string; + source: "direct" | "access_group"; +} + const ModelsCell = ({ team }: ModelsCellProps) => { const [expandedAccordion, setExpandedAccordion] = useState(false); + const modelEntries: ModelEntry[] = useMemo(() => { + const entries: ModelEntry[] = (team.models || []).map((m) => ({ + name: m, + source: "direct" as const, + })); + for (const m of team.access_group_models || []) { + entries.push({ name: m, source: "access_group" }); + } + return entries; + }, [team.models, team.access_group_models]); + + const renderBadge = (entry: ModelEntry, index: number) => { + if (entry.name === "all-proxy-models") { + return ( + + All Proxy Models + + ); + } + const displayName = getModelDisplayName(entry.name); + const truncated = displayName.length > 30 ? `${displayName.slice(0, 30)}...` : displayName; + return ( + + {truncated} + + ); + }; + return ( { whiteSpace: "pre-wrap", overflow: "hidden", }} - className={team.models.length > 3 ? "px-0" : ""} + className={modelEntries.length > 3 ? "px-0" : ""} >
- {Array.isArray(team.models) ? ( + {modelEntries.length === 0 ? ( + + All Proxy Models + + ) : (
- {team.models.length === 0 ? ( - - All Proxy Models - - ) : ( - <> -
- {team.models.length > 3 && ( -
- { - setExpandedAccordion((prev) => !prev); - }} - /> -
- )} -
- {team.models.slice(0, 3).map((model: string, index: number) => - model === "all-proxy-models" ? ( - - All Proxy Models - - ) : ( - - - {model.length > 30 - ? `${getModelDisplayName(model).slice(0, 30)}...` - : getModelDisplayName(model)} - - - ), - )} - {team.models.length > 3 && !expandedAccordion && ( - - - +{team.models.length - 3} {team.models.length - 3 === 1 ? "more model" : "more models"} - - - )} - {expandedAccordion && ( -
- {team.models.slice(3).map((model: string, index: number) => - model === "all-proxy-models" ? ( - - All Proxy Models - - ) : ( - - - {model.length > 30 - ? `${getModelDisplayName(model).slice(0, 30)}...` - : getModelDisplayName(model)} - - - ), - )} -
- )} -
+
+ {modelEntries.length > 3 && ( +
+ { + setExpandedAccordion((prev) => !prev); + }} + />
- - )} + )} +
+ {modelEntries.slice(0, 3).map((entry, index) => renderBadge(entry, index))} + {modelEntries.length > 3 && !expandedAccordion && ( + + + +{modelEntries.length - 3} {modelEntries.length - 3 === 1 ? "more model" : "more models"} + + + )} + {expandedAccordion && ( +
+ {modelEntries.slice(3).map((entry, index) => renderBadge(entry, index + 3))} +
+ )} +
+
- ) : null} + )}
); diff --git a/ui/litellm-dashboard/src/components/key_team_helpers/key_list.tsx b/ui/litellm-dashboard/src/components/key_team_helpers/key_list.tsx index a681e438cd1..04b9a5c9962 100644 --- a/ui/litellm-dashboard/src/components/key_team_helpers/key_list.tsx +++ b/ui/litellm-dashboard/src/components/key_team_helpers/key_list.tsx @@ -15,6 +15,10 @@ export interface Team { keys: KeyResponse[]; members_with_roles: Member[]; spend: number; + access_group_ids?: string[]; + access_group_models?: string[]; + access_group_mcp_server_ids?: string[]; + access_group_agent_ids?: string[]; } export interface KeyResponse { diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index a4c7ae2bbbe..79a55cf30fd 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -655,16 +655,31 @@ const TeamInfoView: React.FC = ({ Models
- {info.models.length === 0 ? ( + {info.models.length === 0 && !(info.access_group_models?.length) ? ( All proxy models ) : ( - info.models.map((model, index) => ( - - {model} - - )) + <> + {info.models.map((model: string, index: number) => ( + + {model} + + ))} + {(info.access_group_models || []).map((model: string, index: number) => ( + + {model} + + ))} + )}
+ {info.access_group_models && info.access_group_models.length > 0 && ( +
+ + Direct + From access group + +
+ )} From bbe708b093d4fc4f59f451599eb86b991dc85b91 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Thu, 2 Apr 2026 14:52:32 -0700 Subject: [PATCH 02/63] perf(teams): single-pass access group resolution + asyncio.gather in list endpoint MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Fetch each access group object once and extract all 3 resource fields in a single pass instead of 3 separate calls (3N → N lookups) - Use asyncio.gather to resolve access groups across teams concurrently in list_team_v2 instead of sequential awaits - Add 5 unit tests for _resolve_access_group_resources --- .../management_endpoints/team_endpoints.py | 66 +++++-- .../test_team_endpoints.py | 163 ++++++++++++++++++ 2 files changed, 212 insertions(+), 17 deletions(-) diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py index 6b4cf72fc11..125efb03d8c 100644 --- a/litellm/proxy/management_endpoints/team_endpoints.py +++ b/litellm/proxy/management_endpoints/team_endpoints.py @@ -62,11 +62,9 @@ from litellm.proxy._types import ( UserAPIKeyAuth, ) from litellm.proxy.auth.auth_checks import ( - _get_agent_ids_from_access_groups, - _get_mcp_server_ids_from_access_groups, - _get_models_from_access_groups, allowed_route_check_inside_route, can_org_access_model, + get_access_object, get_org_object, get_team_object, get_user_object, @@ -3349,6 +3347,9 @@ async def _resolve_access_group_resources( """ Resolve resources inherited from access groups. + Fetches each access group object once and extracts all three resource + fields in a single pass (models, MCP servers, agents). + Returns only the access-group-sourced resources (not direct assignments). Keeps them separate so callers can distinguish where each resource comes from. """ @@ -3360,16 +3361,38 @@ async def _resolve_access_group_resources( if not access_group_ids: return empty + from litellm.proxy.proxy_server import prisma_client as _prisma_client + from litellm.proxy.proxy_server import proxy_logging_obj as _proxy_logging_obj + from litellm.proxy.proxy_server import user_api_key_cache as _user_api_key_cache + + if _user_api_key_cache is None: + return empty + + models: List[str] = [] + mcp_ids: List[str] = [] + agent_ids: List[str] = [] + + for ag_id in access_group_ids: + try: + ag = await get_access_object( + access_group_id=ag_id, + prisma_client=_prisma_client, + user_api_key_cache=_user_api_key_cache, + proxy_logging_obj=_proxy_logging_obj, + ) + models.extend(getattr(ag, "access_model_names", [])) + mcp_ids.extend(getattr(ag, "access_mcp_server_ids", [])) + agent_ids.extend(getattr(ag, "access_agent_ids", [])) + except Exception: + verbose_proxy_logger.debug( + "Could not fetch access group %s for resource resolution", + ag_id, + ) + return { - "access_group_models": await _get_models_from_access_groups( - access_group_ids=access_group_ids, - ), - "access_group_mcp_server_ids": await _get_mcp_server_ids_from_access_groups( - access_group_ids=access_group_ids, - ), - "access_group_agent_ids": await _get_agent_ids_from_access_groups( - access_group_ids=access_group_ids, - ), + "access_group_models": list(set(models)), + "access_group_mcp_server_ids": list(set(mcp_ids)), + "access_group_agent_ids": list(set(agent_ids)), } @@ -3601,11 +3624,20 @@ async def list_team_v2( # Resolve resources inherited from access groups for each team if not use_deleted_table: - for team_item in team_list: - if isinstance(team_item, TeamListItem): - resolved = await _resolve_access_group_resources( - access_group_ids=team_item.access_group_ids, - ) + team_items_with_ag = [ + t for t in team_list + if isinstance(t, TeamListItem) and t.access_group_ids + ] + if team_items_with_ag: + results = await asyncio.gather( + *[ + _resolve_access_group_resources( + access_group_ids=t.access_group_ids, + ) + for t in team_items_with_ag + ] + ) + for team_item, resolved in zip(team_items_with_ag, results): team_item.access_group_models = resolved["access_group_models"] team_item.access_group_mcp_server_ids = resolved[ "access_group_mcp_server_ids" diff --git a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py index 366f659bdab..a4b5e677603 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py @@ -6491,3 +6491,166 @@ async def test_create_team_member_budget_table_with_duration(): assert budget_request.budget_duration == "30d" assert budget_request.max_budget == 20.0 assert result["metadata"]["team_member_budget_id"] == "budget-abc" + + +# --------------------------------------------------------------------------- +# Tests for _resolve_access_group_resources +# --------------------------------------------------------------------------- + + +class TestResolveAccessGroupResources: + """Tests for the single-pass access group resource resolution helper.""" + + @pytest.mark.asyncio + async def test_returns_empty_when_no_access_group_ids(self): + """None or empty list should return empty lists for all resource types.""" + from litellm.proxy.management_endpoints.team_endpoints import ( + _resolve_access_group_resources, + ) + + result_none = await _resolve_access_group_resources(access_group_ids=None) + assert result_none == { + "access_group_models": [], + "access_group_mcp_server_ids": [], + "access_group_agent_ids": [], + } + + result_empty = await _resolve_access_group_resources(access_group_ids=[]) + assert result_empty == { + "access_group_models": [], + "access_group_mcp_server_ids": [], + "access_group_agent_ids": [], + } + + @pytest.mark.asyncio + async def test_single_access_group(self): + """Single access group should return its resources.""" + from litellm.proxy._types import LiteLLM_AccessGroupTable + from litellm.proxy.management_endpoints.team_endpoints import ( + _resolve_access_group_resources, + ) + + fake_ag = LiteLLM_AccessGroupTable( + access_group_id="ag-1", + access_group_name="test-group", + access_model_names=["gpt-4", "claude-3"], + access_mcp_server_ids=["mcp-1"], + access_agent_ids=["agent-1", "agent-2"], + ) + + with patch( + "litellm.proxy.management_endpoints.team_endpoints.get_access_object", + new_callable=AsyncMock, + return_value=fake_ag, + ): + with patch( + "litellm.proxy.proxy_server.user_api_key_cache", + MagicMock(), + ): + result = await _resolve_access_group_resources( + access_group_ids=["ag-1"], + ) + + assert sorted(result["access_group_models"]) == ["claude-3", "gpt-4"] + assert result["access_group_mcp_server_ids"] == ["mcp-1"] + assert sorted(result["access_group_agent_ids"]) == ["agent-1", "agent-2"] + + @pytest.mark.asyncio + async def test_multiple_access_groups_deduplicates(self): + """Multiple access groups with overlapping resources should deduplicate.""" + from litellm.proxy._types import LiteLLM_AccessGroupTable + from litellm.proxy.management_endpoints.team_endpoints import ( + _resolve_access_group_resources, + ) + + ag1 = LiteLLM_AccessGroupTable( + access_group_id="ag-1", + access_group_name="group-1", + access_model_names=["gpt-4", "claude-3"], + access_mcp_server_ids=["mcp-1"], + access_agent_ids=["agent-1"], + ) + ag2 = LiteLLM_AccessGroupTable( + access_group_id="ag-2", + access_group_name="group-2", + access_model_names=["gpt-4", "gemini"], + access_mcp_server_ids=["mcp-1", "mcp-2"], + access_agent_ids=["agent-2"], + ) + + async def fake_get_access_object(access_group_id, **kwargs): + return {"ag-1": ag1, "ag-2": ag2}[access_group_id] + + with patch( + "litellm.proxy.management_endpoints.team_endpoints.get_access_object", + side_effect=fake_get_access_object, + ): + with patch( + "litellm.proxy.proxy_server.user_api_key_cache", + MagicMock(), + ): + result = await _resolve_access_group_resources( + access_group_ids=["ag-1", "ag-2"], + ) + + assert sorted(result["access_group_models"]) == ["claude-3", "gemini", "gpt-4"] + assert sorted(result["access_group_mcp_server_ids"]) == ["mcp-1", "mcp-2"] + assert sorted(result["access_group_agent_ids"]) == ["agent-1", "agent-2"] + + @pytest.mark.asyncio + async def test_missing_access_group_skipped(self): + """If an access group doesn't exist, it should be skipped gracefully.""" + from litellm.proxy._types import LiteLLM_AccessGroupTable + from litellm.proxy.management_endpoints.team_endpoints import ( + _resolve_access_group_resources, + ) + + ag1 = LiteLLM_AccessGroupTable( + access_group_id="ag-1", + access_group_name="group-1", + access_model_names=["gpt-4"], + access_mcp_server_ids=[], + access_agent_ids=[], + ) + + async def fake_get_access_object(access_group_id, **kwargs): + if access_group_id == "ag-1": + return ag1 + raise HTTPException(status_code=404, detail="Not found") + + with patch( + "litellm.proxy.management_endpoints.team_endpoints.get_access_object", + side_effect=fake_get_access_object, + ): + with patch( + "litellm.proxy.proxy_server.user_api_key_cache", + MagicMock(), + ): + result = await _resolve_access_group_resources( + access_group_ids=["ag-1", "ag-missing"], + ) + + assert result["access_group_models"] == ["gpt-4"] + assert result["access_group_mcp_server_ids"] == [] + assert result["access_group_agent_ids"] == [] + + @pytest.mark.asyncio + async def test_returns_empty_when_cache_unavailable(self): + """If user_api_key_cache is None, should return empty results.""" + from litellm.proxy.management_endpoints.team_endpoints import ( + _resolve_access_group_resources, + ) + + with patch( + "litellm.proxy.proxy_server.user_api_key_cache", + None, + ): + result = await _resolve_access_group_resources( + access_group_ids=["ag-1"], + ) + + assert result == { + "access_group_models": [], + "access_group_mcp_server_ids": [], + "access_group_agent_ids": [], + } From 59b09102b93060b0960de0108cb5a1e457ef9188 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Thu, 2 Apr 2026 15:36:19 -0700 Subject: [PATCH 03/63] docs: add default_team_params to config reference and update examples MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Add default_team_params to litellm_settings reference table in config_settings.md with all sub-fields documented - Update self_serve.md and msft_sso.md examples to include team_member_permissions, tpm_limit, and rpm_limit - Fix misleading comment that implied default_team_params only applies to SSO auto-created teams — it applies to all /team/new calls --- docs/my-website/docs/proxy/config_settings.md | 1 + docs/my-website/docs/proxy/self_serve.md | 25 +++++++++++++------ docs/my-website/docs/tutorials/msft_sso.md | 10 +++++--- 3 files changed, 24 insertions(+), 12 deletions(-) diff --git a/docs/my-website/docs/proxy/config_settings.md b/docs/my-website/docs/proxy/config_settings.md index cc9090c2de6..5672e27fe51 100644 --- a/docs/my-website/docs/proxy/config_settings.md +++ b/docs/my-website/docs/proxy/config_settings.md @@ -201,6 +201,7 @@ router_settings: | enable_json_schema_validation | boolean | If true, enables json schema validation for all requests. | | enable_key_alias_format_validation | boolean | If true, validates `key_alias` format on `/key/generate` and `/key/update`. Must be 2-255 chars, start/end with alphanumeric, only allow `a-zA-Z0-9_-/.@`. Default `false`. | | disable_copilot_system_to_assistant | boolean | **DEPRECATED** - GitHub Copilot API supports system prompts. | +| default_team_params | object | Default parameters applied to every new team created via `/team/new` (including SSO auto-created teams). Only fills in fields not explicitly set in the request. Sub-fields: `max_budget` (float), `budget_duration` (string, e.g. `"30d"`), `models` (array of strings), `tpm_limit` (integer), `rpm_limit` (integer), `team_member_permissions` (array of strings, e.g. `["/team/daily/activity", "/key/generate"]`). | ### general_settings - Reference diff --git a/docs/my-website/docs/proxy/self_serve.md b/docs/my-website/docs/proxy/self_serve.md index b54344c1d05..7d88669bf1d 100644 --- a/docs/my-website/docs/proxy/self_serve.md +++ b/docs/my-website/docs/proxy/self_serve.md @@ -358,10 +358,15 @@ When you connect litellm to your SSO provider, litellm can auto-create teams. Us ```yaml showLineNumbers title="Default Params for new teams" litellm_settings: - default_team_params: # Default Params to apply when litellm auto creates a team from SSO IDP provider - max_budget: 100 # Optional[float], optional): $100 budget for the team - budget_duration: 30d # Optional[str], optional): 30 days budget_duration for the team - models: ["gpt-3.5-turbo"] # Optional[List[str]], optional): models to be used by the team + default_team_params: # Applied to all /team/new calls (including SSO auto-created teams) when the field is not explicitly set + max_budget: 100 # Optional[float]: $100 budget for the team + budget_duration: 30d # Optional[str]: 30 days budget_duration for the team + models: ["gpt-3.5-turbo"] # Optional[List[str]]: models to be used by the team + tpm_limit: 100000 # Optional[int]: tokens per minute limit + rpm_limit: 1000 # Optional[int]: requests per minute limit + team_member_permissions: # Optional[List[str]]: permissions granted to non-admin team members + - "/team/daily/activity" # Allow members to view team usage + - "/key/generate" # Allow members to generate API keys ``` @@ -390,10 +395,14 @@ litellm_settings: max_budget_in_team: 100 # Optional[float], optional): $100 budget for the team. Defaults to None. user_role: "user" # Optional[str], optional): "user" or "admin". Defaults to "user" - default_team_params: # Default Params to apply when litellm auto creates a team from SSO IDP provider - max_budget: 100 # Optional[float], optional): $100 budget for the team - budget_duration: 30d # Optional[str], optional): 30 days budget_duration for the team - models: ["gpt-3.5-turbo"] # Optional[List[str]], optional): models to be used by the team + default_team_params: # Applied to all /team/new calls (including SSO auto-created teams) when the field is not explicitly set + max_budget: 100 # Optional[float]: $100 budget for the team + budget_duration: 30d # Optional[str]: 30 days budget_duration for the team + models: ["gpt-3.5-turbo"] # Optional[List[str]]: models to be used by the team + tpm_limit: 100000 # Optional[int]: tokens per minute limit + rpm_limit: 1000 # Optional[int]: requests per minute limit + team_member_permissions: # Optional[List[str]]: permissions granted to non-admin team members + - "/team/daily/activity" upperbound_key_generate_params: # Upperbound for /key/generate requests when self-serve flow is on diff --git a/docs/my-website/docs/tutorials/msft_sso.md b/docs/my-website/docs/tutorials/msft_sso.md index 2936f27297f..d8b0b1b918f 100644 --- a/docs/my-website/docs/tutorials/msft_sso.md +++ b/docs/my-website/docs/tutorials/msft_sso.md @@ -123,10 +123,12 @@ Navigate to your litellm config file and set the following params ```yaml showLineNumbers title="litellm config with default_team_params" litellm_settings: - default_team_params: # Default Params to apply when litellm auto creates a team from SSO IDP provider - max_budget: 100 # Optional[float], optional): $100 budget for the team - budget_duration: 30d # Optional[str], optional): 30 days budget_duration for the team - models: ["gpt-3.5-turbo"] # Optional[List[str]], optional): models to be used by the team + default_team_params: # Applied to all /team/new calls (including SSO auto-created teams) when the field is not explicitly set + max_budget: 100 # Optional[float]: $100 budget for the team + budget_duration: 30d # Optional[str]: 30 days budget_duration for the team + models: ["gpt-3.5-turbo"] # Optional[List[str]]: models to be used by the team + team_member_permissions: # Optional[List[str]]: permissions granted to non-admin team members + - "/team/daily/activity" # Allow members to view team usage ``` ### 3.2 Auto-create a new team on LiteLLM From c19a63e2bf263f585a5e13e5073d73e20b539dc2 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Thu, 2 Apr 2026 16:00:20 -0700 Subject: [PATCH 04/63] docs: clarify that models sub-field only applies to SSO auto-created teams --- docs/my-website/docs/proxy/config_settings.md | 2 +- docs/my-website/docs/proxy/self_serve.md | 4 ++-- docs/my-website/docs/tutorials/msft_sso.md | 2 +- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/my-website/docs/proxy/config_settings.md b/docs/my-website/docs/proxy/config_settings.md index 5672e27fe51..27d9aed52b4 100644 --- a/docs/my-website/docs/proxy/config_settings.md +++ b/docs/my-website/docs/proxy/config_settings.md @@ -201,7 +201,7 @@ router_settings: | enable_json_schema_validation | boolean | If true, enables json schema validation for all requests. | | enable_key_alias_format_validation | boolean | If true, validates `key_alias` format on `/key/generate` and `/key/update`. Must be 2-255 chars, start/end with alphanumeric, only allow `a-zA-Z0-9_-/.@`. Default `false`. | | disable_copilot_system_to_assistant | boolean | **DEPRECATED** - GitHub Copilot API supports system prompts. | -| default_team_params | object | Default parameters applied to every new team created via `/team/new` (including SSO auto-created teams). Only fills in fields not explicitly set in the request. Sub-fields: `max_budget` (float), `budget_duration` (string, e.g. `"30d"`), `models` (array of strings), `tpm_limit` (integer), `rpm_limit` (integer), `team_member_permissions` (array of strings, e.g. `["/team/daily/activity", "/key/generate"]`). | +| default_team_params | object | Default parameters applied to every new team created via `/team/new` (including SSO auto-created teams). Only fills in fields not explicitly set in the request. Sub-fields: `max_budget` (float), `budget_duration` (string, e.g. `"30d"`), `tpm_limit` (integer), `rpm_limit` (integer), `team_member_permissions` (array of strings, e.g. `["/team/daily/activity", "/key/generate"]`), `models` (array of strings — only applied to SSO auto-created teams). | ### general_settings - Reference diff --git a/docs/my-website/docs/proxy/self_serve.md b/docs/my-website/docs/proxy/self_serve.md index 7d88669bf1d..639cd05d019 100644 --- a/docs/my-website/docs/proxy/self_serve.md +++ b/docs/my-website/docs/proxy/self_serve.md @@ -361,7 +361,7 @@ litellm_settings: default_team_params: # Applied to all /team/new calls (including SSO auto-created teams) when the field is not explicitly set max_budget: 100 # Optional[float]: $100 budget for the team budget_duration: 30d # Optional[str]: 30 days budget_duration for the team - models: ["gpt-3.5-turbo"] # Optional[List[str]]: models to be used by the team + models: ["gpt-3.5-turbo"] # Optional[List[str]]: models for the team (only applied to SSO auto-created teams) tpm_limit: 100000 # Optional[int]: tokens per minute limit rpm_limit: 1000 # Optional[int]: requests per minute limit team_member_permissions: # Optional[List[str]]: permissions granted to non-admin team members @@ -398,7 +398,7 @@ litellm_settings: default_team_params: # Applied to all /team/new calls (including SSO auto-created teams) when the field is not explicitly set max_budget: 100 # Optional[float]: $100 budget for the team budget_duration: 30d # Optional[str]: 30 days budget_duration for the team - models: ["gpt-3.5-turbo"] # Optional[List[str]]: models to be used by the team + models: ["gpt-3.5-turbo"] # Optional[List[str]]: models for the team (only applied to SSO auto-created teams) tpm_limit: 100000 # Optional[int]: tokens per minute limit rpm_limit: 1000 # Optional[int]: requests per minute limit team_member_permissions: # Optional[List[str]]: permissions granted to non-admin team members diff --git a/docs/my-website/docs/tutorials/msft_sso.md b/docs/my-website/docs/tutorials/msft_sso.md index d8b0b1b918f..06cc2e2aa54 100644 --- a/docs/my-website/docs/tutorials/msft_sso.md +++ b/docs/my-website/docs/tutorials/msft_sso.md @@ -126,7 +126,7 @@ litellm_settings: default_team_params: # Applied to all /team/new calls (including SSO auto-created teams) when the field is not explicitly set max_budget: 100 # Optional[float]: $100 budget for the team budget_duration: 30d # Optional[str]: 30 days budget_duration for the team - models: ["gpt-3.5-turbo"] # Optional[List[str]]: models to be used by the team + models: ["gpt-3.5-turbo"] # Optional[List[str]]: models for the team (only applied to SSO auto-created teams) team_member_permissions: # Optional[List[str]]: permissions granted to non-admin team members - "/team/daily/activity" # Allow members to view team usage ``` From f0bd33486ead7ed2ac025ab3675a92969920e649 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Thu, 2 Apr 2026 16:14:34 -0700 Subject: [PATCH 05/63] fix: lazy import get_access_object to break cyclic import + short-circuit all-proxy-models display - Remove get_access_object from module-level import in team_endpoints.py and use a lazy _get_access_object wrapper to avoid cyclic dependency - Add _prisma_client is None early-exit guard in _resolve_access_group_resources - Short-circuit UI to show "All Proxy Models" when team.models is empty or contains "all-proxy-models", skipping access group model resolution --- .../proxy/management_endpoints/team_endpoints.py | 16 ++++++++++++++-- .../teams/components/TeamsTable/ModelsCell.tsx | 7 +++++-- .../src/components/team/TeamInfo.tsx | 4 ++-- 3 files changed, 21 insertions(+), 6 deletions(-) diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py index 125efb03d8c..c66177aafcf 100644 --- a/litellm/proxy/management_endpoints/team_endpoints.py +++ b/litellm/proxy/management_endpoints/team_endpoints.py @@ -64,7 +64,6 @@ from litellm.proxy._types import ( from litellm.proxy.auth.auth_checks import ( allowed_route_check_inside_route, can_org_access_model, - get_access_object, get_org_object, get_team_object, get_user_object, @@ -111,6 +110,16 @@ from litellm.types.proxy.management_endpoints.team_endpoints import ( router = APIRouter() +def _get_access_object(*args, **kwargs): + """ + Lazily import and delegate to `get_access_object` from + `litellm.proxy.auth.auth_checks` to avoid module-level cyclic imports. + """ + from litellm.proxy.auth.auth_checks import get_access_object as _inner_get_access_object + + return _inner_get_access_object(*args, **kwargs) + + class TeamMemberBudgetHandler: """Helper class to handle team member budget, RPM, and TPM limit operations""" @@ -3368,13 +3377,16 @@ async def _resolve_access_group_resources( if _user_api_key_cache is None: return empty + if _prisma_client is None: + return empty + models: List[str] = [] mcp_ids: List[str] = [] agent_ids: List[str] = [] for ag_id in access_group_ids: try: - ag = await get_access_object( + ag = await _get_access_object( access_group_id=ag_id, prisma_client=_prisma_client, user_api_key_cache=_user_api_key_cache, diff --git a/ui/litellm-dashboard/src/app/(dashboard)/teams/components/TeamsTable/ModelsCell.tsx b/ui/litellm-dashboard/src/app/(dashboard)/teams/components/TeamsTable/ModelsCell.tsx index 03a0a80bc71..62a7fdb783f 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/teams/components/TeamsTable/ModelsCell.tsx +++ b/ui/litellm-dashboard/src/app/(dashboard)/teams/components/TeamsTable/ModelsCell.tsx @@ -16,8 +16,11 @@ interface ModelEntry { const ModelsCell = ({ team }: ModelsCellProps) => { const [expandedAccordion, setExpandedAccordion] = useState(false); + const isAllModels = !team.models || team.models.length === 0 || team.models.includes("all-proxy-models"); + const modelEntries: ModelEntry[] = useMemo(() => { - const entries: ModelEntry[] = (team.models || []).map((m) => ({ + if (isAllModels) return []; + const entries: ModelEntry[] = team.models.map((m) => ({ name: m, source: "direct" as const, })); @@ -25,7 +28,7 @@ const ModelsCell = ({ team }: ModelsCellProps) => { entries.push({ name: m, source: "access_group" }); } return entries; - }, [team.models, team.access_group_models]); + }, [team.models, team.access_group_models, isAllModels]); const renderBadge = (entry: ModelEntry, index: number) => { if (entry.name === "all-proxy-models") { diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index 79a55cf30fd..576f0a5f99c 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -655,7 +655,7 @@ const TeamInfoView: React.FC = ({ Models
- {info.models.length === 0 && !(info.access_group_models?.length) ? ( + {info.models.length === 0 || info.models.includes("all-proxy-models") ? ( All proxy models ) : ( <> @@ -672,7 +672,7 @@ const TeamInfoView: React.FC = ({ )}
- {info.access_group_models && info.access_group_models.length > 0 && ( + {info.models.length > 0 && !info.models.includes("all-proxy-models") && info.access_group_models && info.access_group_models.length > 0 && (
Direct From 7a27434f890db534bb1ebd723c925b28fb2ad275 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Thu, 2 Apr 2026 17:21:54 -0700 Subject: [PATCH 06/63] feat(ui): add submit guardrail form to Submitted Guardrails tab Wire the placeholder "Add Guardrail" button to open an antd Modal+Form with team selector, guardrail name, mode, API base URL, optional extra litellm_params JSON, and optional guardrail_info JSON. Backend call is stubbed with a TODO for now. --- .../guardrails/TeamGuardrailsTab.tsx | 128 ++++++++++++++++++ 1 file changed, 128 insertions(+) diff --git a/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx b/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx index a2246fd976d..c98ad18dcab 100644 --- a/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx +++ b/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx @@ -14,6 +14,7 @@ import { AlertCircleIcon, InfoIcon, } from "lucide-react"; +import { Modal, Form, Input, Select } from "antd"; import { listGuardrailSubmissions, approveGuardrailSubmission, @@ -22,6 +23,7 @@ import { type GuardrailSubmissionItem, } from "@/components/networking"; import NotificationsManager from "@/components/molecules/notifications_manager"; +import TeamDropdown from "@/components/common_components/team_dropdown"; type GuardrailStatus = "active" | "pending" | "rejected"; @@ -820,6 +822,8 @@ export function TeamGuardrailsTab({ accessToken }: TeamGuardrailsTabProps) { const [isLoading, setIsLoading] = useState(true); const [error, setError] = useState(null); const [searchDebounced, setSearchDebounced] = useState(""); + const [isSubmitModalOpen, setIsSubmitModalOpen] = useState(false); + const [submitForm] = Form.useForm(); useEffect(() => { const t = setTimeout(() => setSearchDebounced(search), 300); @@ -1006,6 +1010,7 @@ export function TeamGuardrailsTab({ accessToken }: TeamGuardrailsTabProps) {
); } From fe8cc100de83eb8b8064eca79c0e14cd6950812f Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Thu, 2 Apr 2026 17:51:17 -0700 Subject: [PATCH 07/63] feat: wire submit guardrail form to POST /guardrails/register Backend: - Add required team_id to RegisterGuardrailRequest body - Validate team membership before allowing submission Frontend: - Add useRegisterGuardrail React Query mutation hook - Wire form onFinish to mutation, pass team_id from dropdown - Show notification and refresh submissions on success --- .../proxy/guardrails/guardrail_endpoints.py | 25 ++++++- .../hooks/guardrails/useRegisterGuardrail.ts | 74 +++++++++++++++++++ .../guardrails/TeamGuardrailsTab.tsx | 27 ++++--- 3 files changed, 113 insertions(+), 13 deletions(-) create mode 100644 ui/litellm-dashboard/src/app/(dashboard)/hooks/guardrails/useRegisterGuardrail.ts diff --git a/litellm/proxy/guardrails/guardrail_endpoints.py b/litellm/proxy/guardrails/guardrail_endpoints.py index 2b20876ba22..2b10537d8e6 100644 --- a/litellm/proxy/guardrails/guardrail_endpoints.py +++ b/litellm/proxy/guardrails/guardrail_endpoints.py @@ -542,6 +542,7 @@ class RegisterGuardrailRequest(BaseModel): str, Any ] # guardrail, mode, api_base required; api_key, headers, etc. optional guardrail_info: Optional[Dict[str, Any]] = None + team_id: str def get_litellm_params_dict(self) -> Dict[str, Any]: return dict(self.litellm_params) @@ -603,11 +604,29 @@ async def register_guardrail( if prisma_client is None: raise HTTPException(status_code=500, detail="Prisma client not initialized") - if not user_api_key_dict.team_id: + if not request.team_id: raise HTTPException( status_code=400, - detail="Registration requires an API key associated with a team. Use a team-scoped key.", + detail="team_id is required.", ) + team_id = request.team_id + + # Validate the user is a member of the specified team + if team_id != user_api_key_dict.team_id: + from litellm.proxy.auth.auth_checks import get_team_membership + from litellm.proxy.proxy_server import user_api_key_cache + + membership = await get_team_membership( + user_id=user_api_key_dict.user_id or "", + team_id=request.team_id, + prisma_client=prisma_client, + user_api_key_cache=user_api_key_cache, + ) + if membership is None: + raise HTTPException( + status_code=403, + detail=f"You are not a member of team {request.team_id!r}", + ) params = request.get_litellm_params_dict() if params.get("guardrail") != GENERIC_GUARDRAIL_API: @@ -673,7 +692,7 @@ async def register_guardrail( "litellm_params": litellm_params_str, "guardrail_info": guardrail_info_str, "status": "pending_review", - "team_id": user_api_key_dict.team_id, + "team_id": team_id, "submitted_at": now, "created_at": now, "updated_at": now, diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/guardrails/useRegisterGuardrail.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/guardrails/useRegisterGuardrail.ts new file mode 100644 index 00000000000..ccc26c4b17f --- /dev/null +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/guardrails/useRegisterGuardrail.ts @@ -0,0 +1,74 @@ +import { useMutation, useQueryClient } from "@tanstack/react-query"; +import { + getProxyBaseUrl, + getGlobalLitellmHeaderName, + deriveErrorMessage, + handleError, +} from "@/components/networking"; +import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized"; +import { createQueryKeys } from "../common/queryKeysFactory"; + +// ── Types ──────────────────────────────────────────────────────────────────── + +export interface RegisterGuardrailParams { + guardrail_name: string; + litellm_params: Record; + guardrail_info?: Record; + team_id: string; +} + +export interface RegisterGuardrailResponse { + guardrail_id: string; + guardrail_name: string; + status: string; + submitted_at?: string | null; +} + +// ── Fetch function ─────────────────────────────────────────────────────────── + +const registerGuardrail = async ( + accessToken: string, + params: RegisterGuardrailParams, +): Promise => { + const baseUrl = getProxyBaseUrl(); + const url = `${baseUrl}/guardrails/register`; + + const response = await fetch(url, { + method: "POST", + headers: { + [getGlobalLitellmHeaderName()]: `Bearer ${accessToken}`, + "Content-Type": "application/json", + }, + body: JSON.stringify(params), + }); + + if (!response.ok) { + const errorData = await response.json().catch(() => ({})); + const errorMessage = deriveErrorMessage(errorData); + handleError(errorMessage); + throw new Error(errorMessage); + } + + return response.json(); +}; + +// ── Hook ───────────────────────────────────────────────────────────────────── + +const guardrailKeys = createQueryKeys("guardrails"); + +export const useRegisterGuardrail = () => { + const { accessToken } = useAuthorized(); + const queryClient = useQueryClient(); + + return useMutation({ + mutationFn: async (params) => { + if (!accessToken) { + throw new Error("Access token is required"); + } + return registerGuardrail(accessToken, params); + }, + onSuccess: () => { + queryClient.invalidateQueries({ queryKey: guardrailKeys.all }); + }, + }); +}; diff --git a/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx b/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx index c98ad18dcab..fd3f8b15618 100644 --- a/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx +++ b/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx @@ -24,6 +24,7 @@ import { } from "@/components/networking"; import NotificationsManager from "@/components/molecules/notifications_manager"; import TeamDropdown from "@/components/common_components/team_dropdown"; +import { useRegisterGuardrail } from "@/app/(dashboard)/hooks/guardrails/useRegisterGuardrail"; type GuardrailStatus = "active" | "pending" | "rejected"; @@ -824,6 +825,7 @@ export function TeamGuardrailsTab({ accessToken }: TeamGuardrailsTabProps) { const [searchDebounced, setSearchDebounced] = useState(""); const [isSubmitModalOpen, setIsSubmitModalOpen] = useState(false); const [submitForm] = Form.useForm(); + const registerGuardrail = useRegisterGuardrail(); useEffect(() => { const t = setTimeout(() => setSearchDebounced(search), 300); @@ -1099,22 +1101,27 @@ export function TeamGuardrailsTab({ accessToken }: TeamGuardrailsTabProps) { form={submitForm} layout="vertical" initialValues={{ mode: "pre_call" }} - onFinish={(values) => { + onFinish={async (values) => { const litellm_params: Record = { guardrail: "generic_guardrail_api", mode: values.mode, api_base: values.api_base, ...(values.extra_litellm_params ? JSON.parse(values.extra_litellm_params) : {}), }; - const payload = { - guardrail_name: values.guardrail_name, - litellm_params, - guardrail_info: values.guardrail_info ? JSON.parse(values.guardrail_info) : undefined, - }; - // TODO: call registerGuardrailCall once backend is wired - console.log("Submit guardrail:", payload); - setIsSubmitModalOpen(false); - submitForm.resetFields(); + try { + await registerGuardrail.mutateAsync({ + team_id: values.team_id, + guardrail_name: values.guardrail_name, + litellm_params, + guardrail_info: values.guardrail_info ? JSON.parse(values.guardrail_info) : undefined, + }); + NotificationsManager.success("Guardrail submitted for review"); + setIsSubmitModalOpen(false); + submitForm.resetFields(); + fetchSubmissions(); + } catch { + // error already handled by networking layer + } }} > Date: Thu, 2 Apr 2026 18:00:58 -0700 Subject: [PATCH 08/63] feat: wire guardrail submission to backend and allow internal user access Backend: - Add required team_id to RegisterGuardrailRequest body - Validate team membership before allowing submission Frontend: - Add useRegisterGuardrail React Query mutation hook - Wire form onFinish to mutation, pass team_id from dropdown - Remove admin-only restriction on guardrails nav item - Internal users see only Test Playground + Submitted Guardrails tabs - Admins continue to see all 4 tabs --- .../src/components/guardrails.tsx | 174 +++++++++--------- .../src/components/leftnav.tsx | 1 - 2 files changed, 88 insertions(+), 87 deletions(-) diff --git a/ui/litellm-dashboard/src/components/guardrails.tsx b/ui/litellm-dashboard/src/components/guardrails.tsx index 56bba2724d0..6bb4b387a88 100644 --- a/ui/litellm-dashboard/src/components/guardrails.tsx +++ b/ui/litellm-dashboard/src/components/guardrails.tsx @@ -137,103 +137,105 @@ const GuardrailsPanel: React.FC = ({ accessToken, userRole
- Guardrail Garden - Guardrails + {isAdmin && Guardrail Garden} + {isAdmin && Guardrails} Test Playground Submitted Guardrails - {/* Guardrail Garden Tab */} - - - - - {/* Existing Guardrails Tab */} - -
- , - label: "Add Provider Guardrail", - onClick: handleAddGuardrail, - }, - { - key: "custom_code", - icon: , - label: "Create Custom Code Guardrail", - onClick: handleAddCustomCodeGuardrail, - }, - ], - }} - trigger={["click"]} - disabled={!accessToken} - > - - -
- - {selectedGuardrailId ? ( - setSelectedGuardrailId(null)} + {isAdmin && ( + + - ) : ( - + )} + + {isAdmin && ( + +
+ , + label: "Add Provider Guardrail", + onClick: handleAddGuardrail, + }, + { + key: "custom_code", + icon: , + label: "Create Custom Code Guardrail", + onClick: handleAddCustomCodeGuardrail, + }, + ], + }} + trigger={["click"]} + disabled={!accessToken} + > + + +
+ + {selectedGuardrailId ? ( + setSelectedGuardrailId(null)} + accessToken={accessToken} + isAdmin={isAdmin} + /> + ) : ( + setSelectedGuardrailId(id)} + /> + )} + + setSelectedGuardrailId(id)} + onSuccess={handleSuccess} /> - )} - + - - - - + + + )} {/* Test Playground Tab */} diff --git a/ui/litellm-dashboard/src/components/leftnav.tsx b/ui/litellm-dashboard/src/components/leftnav.tsx index 48df5cdde80..9005311052e 100644 --- a/ui/litellm-dashboard/src/components/leftnav.tsx +++ b/ui/litellm-dashboard/src/components/leftnav.tsx @@ -137,7 +137,6 @@ const menuGroups: MenuGroup[] = [ page: "guardrails", label: "Guardrails", icon: , - roles: all_admin_roles, }, { key: "policies", From adb7454f857f39d22442c422a6436f29a912817b Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Thu, 2 Apr 2026 18:08:22 -0700 Subject: [PATCH 09/63] fix: address review feedback on guardrail registration - Make team_id optional again, fall back to API key's team_id (preserves backwards compatibility) - Add PROXY_ADMIN bypass for team membership check (admins can register guardrails for any team) - Move get_team_membership import to module level - Prevent extra_litellm_params spread from overwriting controlled fields (guardrail, mode, api_base) by spreading extras first --- .../proxy/guardrails/guardrail_endpoints.py | 20 ++++++++++--------- .../hooks/guardrails/useRegisterGuardrail.ts | 2 +- .../guardrails/TeamGuardrailsTab.tsx | 2 +- 3 files changed, 13 insertions(+), 11 deletions(-) diff --git a/litellm/proxy/guardrails/guardrail_endpoints.py b/litellm/proxy/guardrails/guardrail_endpoints.py index 2b10537d8e6..b1322d0eefd 100644 --- a/litellm/proxy/guardrails/guardrail_endpoints.py +++ b/litellm/proxy/guardrails/guardrail_endpoints.py @@ -17,6 +17,7 @@ from litellm.constants import DEFAULT_MAX_RECURSE_DEPTH from litellm.integrations.custom_guardrail import CustomGuardrail from litellm.litellm_core_utils.safe_json_dumps import safe_dumps from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth +from litellm.proxy.auth.auth_checks import get_team_membership from litellm.proxy.auth.user_api_key_auth import user_api_key_auth from litellm.proxy.guardrails.guardrail_hooks.custom_code.code_validator import ( CustomCodeValidationError, @@ -542,7 +543,7 @@ class RegisterGuardrailRequest(BaseModel): str, Any ] # guardrail, mode, api_base required; api_key, headers, etc. optional guardrail_info: Optional[Dict[str, Any]] = None - team_id: str + team_id: Optional[str] = None def get_litellm_params_dict(self) -> Dict[str, Any]: return dict(self.litellm_params) @@ -604,28 +605,29 @@ async def register_guardrail( if prisma_client is None: raise HTTPException(status_code=500, detail="Prisma client not initialized") - if not request.team_id: + # Resolve team_id: prefer request body, fall back to API key's team + team_id = request.team_id or user_api_key_dict.team_id + if not team_id: raise HTTPException( status_code=400, - detail="team_id is required.", + detail="team_id is required. Provide it in the request body or use a team-scoped API key.", ) - team_id = request.team_id - # Validate the user is a member of the specified team - if team_id != user_api_key_dict.team_id: - from litellm.proxy.auth.auth_checks import get_team_membership + # Validate team membership for non-admin users when team differs from key + is_admin = user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN + if not is_admin and team_id != user_api_key_dict.team_id: from litellm.proxy.proxy_server import user_api_key_cache membership = await get_team_membership( user_id=user_api_key_dict.user_id or "", - team_id=request.team_id, + team_id=team_id, prisma_client=prisma_client, user_api_key_cache=user_api_key_cache, ) if membership is None: raise HTTPException( status_code=403, - detail=f"You are not a member of team {request.team_id!r}", + detail=f"You are not a member of team {team_id!r}", ) params = request.get_litellm_params_dict() diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/guardrails/useRegisterGuardrail.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/guardrails/useRegisterGuardrail.ts index ccc26c4b17f..3135e8326fc 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/hooks/guardrails/useRegisterGuardrail.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/guardrails/useRegisterGuardrail.ts @@ -14,7 +14,7 @@ export interface RegisterGuardrailParams { guardrail_name: string; litellm_params: Record; guardrail_info?: Record; - team_id: string; + team_id?: string; } export interface RegisterGuardrailResponse { diff --git a/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx b/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx index fd3f8b15618..8bd2cdd1964 100644 --- a/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx +++ b/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx @@ -1103,10 +1103,10 @@ export function TeamGuardrailsTab({ accessToken }: TeamGuardrailsTabProps) { initialValues={{ mode: "pre_call" }} onFinish={async (values) => { const litellm_params: Record = { + ...(values.extra_litellm_params ? JSON.parse(values.extra_litellm_params) : {}), guardrail: "generic_guardrail_api", mode: values.mode, api_base: values.api_base, - ...(values.extra_litellm_params ? JSON.parse(values.extra_litellm_params) : {}), }; try { await registerGuardrail.mutateAsync({ From a287154905df6812553a983215dbbfd18f489e21 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Fri, 3 Apr 2026 09:34:29 -0700 Subject: [PATCH 10/63] fix(ui): migrate guardrails tabs to antd and fix internal user view - Replace Tremor TabGroup with antd Tabs (key-based matching) to fix blank content when conditional tabs are hidden for non-admins - Skip /guardrails/submissions fetch for non-admin users via useAuthorized() hook (avoids 401 error) - Move get_team_membership to inline import in register endpoint - Non-admins default to Submitted Guardrails tab with Add Guardrail button visible --- .../proxy/guardrails/guardrail_endpoints.py | 2 +- .../src/components/guardrails.tsx | 242 +++++++++--------- .../guardrails/TeamGuardrailsTab.tsx | 8 +- 3 files changed, 130 insertions(+), 122 deletions(-) diff --git a/litellm/proxy/guardrails/guardrail_endpoints.py b/litellm/proxy/guardrails/guardrail_endpoints.py index b1322d0eefd..b88c6524bb7 100644 --- a/litellm/proxy/guardrails/guardrail_endpoints.py +++ b/litellm/proxy/guardrails/guardrail_endpoints.py @@ -17,7 +17,6 @@ from litellm.constants import DEFAULT_MAX_RECURSE_DEPTH from litellm.integrations.custom_guardrail import CustomGuardrail from litellm.litellm_core_utils.safe_json_dumps import safe_dumps from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth -from litellm.proxy.auth.auth_checks import get_team_membership from litellm.proxy.auth.user_api_key_auth import user_api_key_auth from litellm.proxy.guardrails.guardrail_hooks.custom_code.code_validator import ( CustomCodeValidationError, @@ -616,6 +615,7 @@ async def register_guardrail( # Validate team membership for non-admin users when team differs from key is_admin = user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN if not is_admin and team_id != user_api_key_dict.team_id: + from litellm.proxy.auth.auth_checks import get_team_membership from litellm.proxy.proxy_server import user_api_key_cache membership = await get_team_membership( diff --git a/ui/litellm-dashboard/src/components/guardrails.tsx b/ui/litellm-dashboard/src/components/guardrails.tsx index 6bb4b387a88..d52aba15ab0 100644 --- a/ui/litellm-dashboard/src/components/guardrails.tsx +++ b/ui/litellm-dashboard/src/components/guardrails.tsx @@ -1,6 +1,6 @@ import React, { useState, useEffect } from "react"; -import { Button, TabGroup, TabList, Tab, TabPanels, TabPanel } from "@tremor/react"; -import { Dropdown } from "antd"; +import { Button } from "@tremor/react"; +import { Dropdown, Tabs } from "antd"; import { DownOutlined, PlusOutlined, CodeOutlined } from "@ant-design/icons"; import { getGuardrailsList, deleteGuardrailCall } from "./networking"; import AddGuardrailForm from "./guardrails/add_guardrail_form"; @@ -48,8 +48,6 @@ const GuardrailsPanel: React.FC = ({ accessToken, userRole const [guardrailToDelete, setGuardrailToDelete] = useState(null); const [isDeleteModalOpen, setIsDeleteModalOpen] = useState(false); const [selectedGuardrailId, setSelectedGuardrailId] = useState(null); - const [activeTab, setActiveTab] = useState(0); - const isAdmin = userRole ? isAdminRole(userRole) : false; const fetchGuardrails = async () => { @@ -135,124 +133,130 @@ const GuardrailsPanel: React.FC = ({ accessToken, userRole return (
- - - {isAdmin && Guardrail Garden} - {isAdmin && Guardrails} - Test Playground - Submitted Guardrails - + + ), + }, + { + key: "guardrails", + label: "Guardrails", + children: ( + <> +
+ , + label: "Add Provider Guardrail", + onClick: handleAddGuardrail, + }, + { + key: "custom_code", + icon: , + label: "Create Custom Code Guardrail", + onClick: handleAddCustomCodeGuardrail, + }, + ], + }} + trigger={["click"]} + disabled={!accessToken} + > + + +
- - {isAdmin && ( - - setSelectedGuardrailId(null)} + accessToken={accessToken} + isAdmin={isAdmin} + /> + ) : ( + setSelectedGuardrailId(id)} + /> + )} + + + + + + + + ), + }, + ] + : []), + { + key: "playground", + label: "Test Playground", + disabled: !accessToken || guardrailsList.length === 0, + children: ( + {}} /> - - )} - - {isAdmin && ( - -
- , - label: "Add Provider Guardrail", - onClick: handleAddGuardrail, - }, - { - key: "custom_code", - icon: , - label: "Create Custom Code Guardrail", - onClick: handleAddCustomCodeGuardrail, - }, - ], - }} - trigger={["click"]} - disabled={!accessToken} - > - - -
- - {selectedGuardrailId ? ( - setSelectedGuardrailId(null)} - accessToken={accessToken} - isAdmin={isAdmin} - /> - ) : ( - setSelectedGuardrailId(id)} - /> - )} - - - - - - - - )} - - {/* Test Playground Tab */} - - setActiveTab(0)} - /> - - - {/* Team Guardrails Tab */} - - - - - + ), + }, + { + key: "submitted", + label: "Submitted Guardrails", + children: , + }, + ]} + />
); }; diff --git a/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx b/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx index 8bd2cdd1964..c3c1836e3c6 100644 --- a/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx +++ b/ui/litellm-dashboard/src/components/guardrails/TeamGuardrailsTab.tsx @@ -25,6 +25,8 @@ import { import NotificationsManager from "@/components/molecules/notifications_manager"; import TeamDropdown from "@/components/common_components/team_dropdown"; import { useRegisterGuardrail } from "@/app/(dashboard)/hooks/guardrails/useRegisterGuardrail"; +import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized"; +import { isAdminRole } from "@/utils/roles"; type GuardrailStatus = "active" | "pending" | "rejected"; @@ -803,6 +805,8 @@ interface TeamGuardrailsTabProps { } export function TeamGuardrailsTab({ accessToken }: TeamGuardrailsTabProps) { + const { userRole } = useAuthorized(); + const isAdmin = userRole ? isAdminRole(userRole) : false; const [guardrails, setGuardrails] = useState([]); const [summary, setSummary] = useState({ total: 0, @@ -833,7 +837,7 @@ export function TeamGuardrailsTab({ accessToken }: TeamGuardrailsTabProps) { }, [search]); const fetchSubmissions = useCallback(async () => { - if (!accessToken) { + if (!accessToken || !isAdmin) { setIsLoading(false); return; } @@ -858,7 +862,7 @@ export function TeamGuardrailsTab({ accessToken }: TeamGuardrailsTabProps) { } finally { setIsLoading(false); } - }, [accessToken, statusFilter, searchDebounced]); + }, [accessToken, isAdmin, statusFilter, searchDebounced]); useEffect(() => { fetchSubmissions(); From 6cc56f58fd273541d7c73d6809c9f401e95da6be Mon Sep 17 00:00:00 2001 From: joereyna Date: Fri, 3 Apr 2026 11:36:02 -0700 Subject: [PATCH 11/63] Fix broken codeql-action SHA in scorecard workflow --- .github/workflows/scorecard.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/scorecard.yml b/.github/workflows/scorecard.yml index 7cd12bb219c..3a00064c3bd 100644 --- a/.github/workflows/scorecard.yml +++ b/.github/workflows/scorecard.yml @@ -42,6 +42,6 @@ jobs: retention-days: 5 - name: Upload to code scanning - uses: github/codeql-action/upload-sarif@c10b806170c8ee63ea24152429041b5624f0baf5 # v4.35.1 + uses: github/codeql-action/upload-sarif@c10b8064de6f491fea524254123dbe5e09572f13 # v4.35.1 with: sarif_file: results.sarif From 5a8f910fe3c35d14ff1e20c0429e652faca227ab Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Fri, 3 Apr 2026 11:54:52 -0700 Subject: [PATCH 12/63] add: making organizations a select instead of read only badges --- .../src/components/team/TeamInfo.tsx | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index a4c7ae2bbbe..688adb56f4a 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -491,7 +491,7 @@ const TeamInfoView: React.FC = ({ ...(secretManagerSettings !== undefined ? { secret_manager_settings: secretManagerSettings } : {}), }, ...(values.policies?.length > 0 ? { policies: values.policies } : {}), - organization_id: values.organization_id, + organization_id: values.organization_id ?? "", }; updateData.max_budget = mapEmptyStringToNull(updateData.max_budget); @@ -1077,8 +1077,17 @@ const TeamInfoView: React.FC = ({ /> - - + + onChange?.(val)} + disabled={disabled} + allowClear + filterOption={false} + onSearch={handleSearch} + searchValue={searchInput} + onPopupScroll={handlePopupScroll} + loading={isLoading} + notFoundContent={isLoading ? : "No teams found"} + style={{ width: "100%" }} + popupRender={(menu) => ( + <> + {menu} + {isFetchingNextPage && ( +
+ +
+ )} + + )} + > + {teams.map((team) => ( + + {team.team_alias}{" "} + ({team.team_id}) + + ))} + + ); +}; + +export default TeamMultiSelect; From 1533f6896e51c9848b2ef9b4e95f194f89a2a26f Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Fri, 3 Apr 2026 14:36:46 -0700 Subject: [PATCH 16/63] fix(ui): fix imports and update placeholder for team multi select --- .../src/components/common_components/team_multi_select.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ui/litellm-dashboard/src/components/common_components/team_multi_select.tsx b/ui/litellm-dashboard/src/components/common_components/team_multi_select.tsx index eec08c58dbb..6f00a4d1f7b 100644 --- a/ui/litellm-dashboard/src/components/common_components/team_multi_select.tsx +++ b/ui/litellm-dashboard/src/components/common_components/team_multi_select.tsx @@ -25,7 +25,7 @@ const TeamMultiSelect: React.FC = ({ disabled, organizationId, pageSize = 20, - placeholder = "Search teams by name or ID...", + placeholder = "Search teams by alias...", }) => { const [searchInput, setSearchInput] = useState(""); const [debouncedSearch, setDebouncedSearch] = useDebouncedState("", { From c6aa3ea45226db5912170722a524bd5c89657c5b Mon Sep 17 00:00:00 2001 From: ishaan-berri <155045088+ishaan-berri@users.noreply.github.com> Date: Fri, 3 Apr 2026 14:57:44 -0700 Subject: [PATCH 17/63] Litellm ishaan april1 try2 (#25110) * Litellm ishaan april1 (#25103) * fix(proxy): enforce upperbound key params on key/update and add custom_key_update hook The /key/update endpoint did not enforce upperbound_key_generate_params, allowing users to bypass configured limits (tpm_limit, rpm_limit, max_budget, duration, budget_duration) by updating an existing key instead of generating a new one. Extract the upperbound enforcement logic from _common_key_generation_helper() into a standalone _enforce_upperbound_key_params() function and call it from both the generate and update paths. For updates, None values are skipped (not filled with defaults) since they mean "don't change this field". Also adds a custom_key_update config option and user_custom_key_update global, mirroring the existing custom_key_generate pattern, so custom key validation logic can fire during key updates as well. * fix(proxy): invoke custom_key_update hook in bulk update path The user_custom_key_update hook was only called in update_key_fn (single key update) but not in _process_single_key_update (bulk update path), allowing custom validation to be bypassed via the /key/update/bulk endpoint. Mirror the hook invocation in both paths. * fix(proxy): pass UpdateKeyRequest to hook in bulk path, not BulkUpdateKeyRequestItem Move the custom_key_update hook invocation to after UpdateKeyRequest is constructed so the hook receives the same type in both single and bulk update paths. Previously the bulk path passed BulkUpdateKeyRequestItem (5 fields only), which would cause AttributeError for hooks accessing fields like tpm_limit or models. * fix(bedrock): promote cache usage to message_delta for Claude Code (#24850) Ensure Bedrock/Anthropic-compatible streaming exposes cache usage where Claude Code reads it by promoting message_stop usage onto message_delta and preserving usage fields in fake-streamed message_delta events. Made-with: Cursor * fix(search): Support self-hosted Firecrawl response format in search transform (#24866) The `transform_search_response` method only handled Firecrawl Cloud (v2) response format where `data` is a dict with `web`/`news` keys. Self-hosted Firecrawl (v1) returns `data` as a flat list of result objects, causing an `AttributeError: 'list' object has no attribute 'get'`. Detect the response format by checking if `data` is a list (self-hosted) or dict (cloud) and handle both cases. Cloud format: {"data": {"web": [...], "news": [...]}} Self-hosted: {"success": true, "data": [{"url": "...", "title": "...", ...}]} Co-authored-by: Synergy * feat: add environment and user tracking to prompt management (#24855) * feat: add environment and user tracking to prompt management - Add environment (development/staging/production) and created_by columns to LiteLLM_PromptTable - Update unique constraint to [prompt_id, version, environment] - All CRUD endpoints support environment filtering and user tracking - Redesigned prompt detail page with environment tabs and version history - UI: environment filter on list page, environment selector in editor - 8 new tests for environment and user tracking Co-Authored-By: Claude Opus 4.6 (1M context) * fix: Black formatting and add environments to PromptInfoResponse TypeScript type Co-Authored-By: Claude Opus 4.6 (1M context) * fix: address Greptile review findings - P1: delete_prompt scopes in-memory cleanup to environment when provided - P2: dotprompt_content parsed directly regardless of environment flag - P2: use distinct for environments query - P2: fix double-fetch on initial mount in prompt_info.tsx - fix: remove unsupported select kwarg from find_many Co-Authored-By: Claude Opus 4.6 (1M context) * fix: address remaining Greptile review comments - Remove unused useCallback import (index.tsx) - Remove unused ENV_COLORS variable (prompt_info.tsx) - P1: in-memory fallback in get_prompt_versions now respects environment filter - P1: reset selectedEnv when promptId changes to avoid stale state - Cyclic imports are pre-existing pattern, not introduced by this PR Co-Authored-By: Claude Opus 4.6 (1M context) * fix: scope patch_prompt to environment using primary key - Add environment query param to patch_prompt endpoint - Look up target row by composite key (prompt_id + version + environment) - Update by primary key (id) to target exactly one row - Fixes Greptile finding: patch with multiple environments no longer ambiguous Co-Authored-By: Claude Opus 4.6 (1M context) --------- Co-authored-by: Claude Opus 4.6 (1M context) * fix: use actual start_time for failed request spend logs (#24906) async_post_call_failure_hook set both start_time and end_time to datetime.now(), making all failed requests show duration=0. Use the actual start_time from litellm_logging_obj instead, so spend logs reflect the real request duration on timeout and other failures. Fixes #24888 * feat(bedrock): add nova canvas image edit support (#24869) * feat(bedrock): add nova canvas image edit support * fix(bedrock): support PathLike inputs for nova image edit * chore: sync schema.prisma copies from root * fix(mypy): correct type-ignore code for delta_usage arg-type * fix(mypy): cast status_code to str, suppress intentional str yield * fix(lint): extract _create_content_block_chunks to fix PLR0915 * fix(lint): extract helpers to fix PLR0915 in prompt endpoints --------- Co-authored-by: michelligabriele Co-authored-by: Sameer Kankute Co-authored-by: redhelix Co-authored-by: Synergy Co-authored-by: Talha Anwar <37379131+talhaanwarch@users.noreply.github.com> Co-authored-by: Claude Opus 4.6 (1M context) Co-authored-by: madhu19991 Co-authored-by: Srikanth @adobe Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> * fix(test): update model armor streaming test to handle string or int error code --------- Co-authored-by: michelligabriele Co-authored-by: Sameer Kankute Co-authored-by: redhelix Co-authored-by: Synergy Co-authored-by: Talha Anwar <37379131+talhaanwarch@users.noreply.github.com> Co-authored-by: Claude Opus 4.6 (1M context) Co-authored-by: madhu19991 Co-authored-by: Srikanth @adobe Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> --- .../docs/providers/bedrock_image_gen.md | 24 +- .../migration.sql | 12 + .../litellm_proxy_extras/schema.prisma | 16 +- .../messages/fake_stream_iterator.py | 254 ++++--- ...n_nova_canvas_image_edit_transformation.py | 515 ++++++++++++++ litellm/llms/bedrock/image_edit/handler.py | 14 +- .../anthropic_claude3_transformation.py | 80 ++- .../llms/firecrawl/search/transformation.py | 80 ++- ...odel_prices_and_context_window_backup.json | 10 +- .../model_armor/model_armor.py | 4 +- .../proxy/hooks/proxy_track_cost_callback.py | 10 +- .../key_management_endpoints.py | 137 ++-- litellm/proxy/prompts/prompt_endpoints.py | 447 ++++++++---- litellm/proxy/proxy_server.py | 14 +- litellm/proxy/schema.prisma | 5 +- litellm/types/prompts/init_prompts.py | 6 + litellm/utils.py | 6 +- model_prices_and_context_window.json | 10 +- schema.prisma | 5 +- .../test_amazon_nova_canvas_image_edit.py | 657 ++++++++++++++++++ .../test_anthropic_claude3_transformation.py | 106 ++- .../guardrail_hooks/test_model_armor.py | 2 +- .../hooks/test_proxy_track_cost_callback.py | 64 ++ .../test_key_management_endpoints.py | 144 ++++ .../proxy/prompts/test_prompt_environment.py | 253 +++++++ tests/test_litellm/test_utils.py | 1 + .../src/components/networking.tsx | 28 +- .../src/components/prompts.tsx | 25 +- .../prompt_editor_view/PromptEditorHeader.tsx | 17 +- .../prompts/prompt_editor_view/index.tsx | 21 +- .../prompts/prompt_editor_view/types.ts | 1 + .../prompts/prompt_editor_view/utils.ts | 1 + .../src/components/prompts/prompt_info.tsx | 317 ++++++--- .../src/components/prompts/prompt_table.tsx | 30 + 34 files changed, 2816 insertions(+), 500 deletions(-) create mode 100644 litellm-proxy-extras/litellm_proxy_extras/migrations/20260331000000_add_prompt_environment_and_created_by/migration.sql create mode 100644 litellm/llms/bedrock/image_edit/amazon_nova_canvas_image_edit_transformation.py create mode 100644 tests/test_litellm/llms/bedrock/image_edit/test_amazon_nova_canvas_image_edit.py create mode 100644 tests/test_litellm/proxy/prompts/test_prompt_environment.py diff --git a/docs/my-website/docs/providers/bedrock_image_gen.md b/docs/my-website/docs/providers/bedrock_image_gen.md index 799c6d46437..e6e8429817d 100644 --- a/docs/my-website/docs/providers/bedrock_image_gen.md +++ b/docs/my-website/docs/providers/bedrock_image_gen.md @@ -111,6 +111,29 @@ curl -L -X POST 'http://0.0.0.0:4000/v1/images/generations' \ +## Amazon Nova Canvas - Image Edit + +Use OpenAI-compatible `image_edit()` with Bedrock Nova Canvas (`amazon.nova-canvas-v1:0`). Requests use the same `InvokeModel` API as generation; LiteLLM maps inputs to [Nova Canvas task types](https://docs.aws.amazon.com/nova/latest/userguide/image-gen-access.html): + +| Scenario | `taskType` sent to Bedrock | +|----------|----------------------------| +| Image + prompt (no mask) | `IMAGE_VARIATION` | +| Image + prompt + mask | `INPAINTING` (`inPaintingParams.image`, `maskImage` or `maskPrompt`) | +| `taskType: OUTPAINTING` + `mask` or `maskPrompt` | `OUTPAINTING` (Bedrock requires one; LiteLLM raises a clear error if both are missing) | +| `taskType: BACKGROUND_REMOVAL` | `BACKGROUND_REMOVAL` | + +```python +from litellm import image_edit + +response = image_edit( + image=open("photo.png", "rb"), + prompt="Add soft sunset lighting", + model="bedrock/amazon.nova-canvas-v1:0", +) +``` + +For **`BACKGROUND_REMOVAL`**, the AWS request must not include `imageGenerationConfig`; LiteLLM omits it for that task even if you pass `size`, `n`, `seed`, etc. Additional Nova Canvas inference IDs for image edit should set **`supports_nova_canvas_image_edit`: true** in `model_prices_and_context_window.json` (see `amazon.nova-canvas-v1:0`). + ## Using Inference Profiles with Image Generation For AWS Bedrock Application Inference Profiles with image generation, use the `model_id` parameter to specify the inference profile ARN: @@ -147,4 +170,3 @@ model_list: ## Authentication All standard Bedrock authentication methods are supported for image generation. See [Bedrock Authentication](./bedrock#boto3---authentication) for details. - diff --git a/litellm-proxy-extras/litellm_proxy_extras/migrations/20260331000000_add_prompt_environment_and_created_by/migration.sql b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260331000000_add_prompt_environment_and_created_by/migration.sql new file mode 100644 index 00000000000..74357814d8d --- /dev/null +++ b/litellm-proxy-extras/litellm_proxy_extras/migrations/20260331000000_add_prompt_environment_and_created_by/migration.sql @@ -0,0 +1,12 @@ +-- AlterTable +ALTER TABLE "LiteLLM_PromptTable" ADD COLUMN "environment" TEXT NOT NULL DEFAULT 'development'; +ALTER TABLE "LiteLLM_PromptTable" ADD COLUMN "created_by" TEXT; + +-- DropIndex (old unique constraint) +DROP INDEX IF EXISTS "LiteLLM_PromptTable_prompt_id_version_key"; + +-- CreateIndex (new unique constraint) +CREATE UNIQUE INDEX "LiteLLM_PromptTable_prompt_id_version_environment_key" ON "LiteLLM_PromptTable"("prompt_id", "version", "environment"); + +-- CreateIndex (new composite index) +CREATE INDEX "LiteLLM_PromptTable_prompt_id_environment_idx" ON "LiteLLM_PromptTable"("prompt_id", "environment"); diff --git a/litellm-proxy-extras/litellm_proxy_extras/schema.prisma b/litellm-proxy-extras/litellm_proxy_extras/schema.prisma index d8d6015ce87..5d804d75b6a 100644 --- a/litellm-proxy-extras/litellm_proxy_extras/schema.prisma +++ b/litellm-proxy-extras/litellm_proxy_extras/schema.prisma @@ -321,11 +321,12 @@ model LiteLLM_MCPServerTable { byok_description String[] @default([]) byok_api_key_help_url String? source_url String? - approval_status String? @default("active") - submitted_by String? - submitted_at DateTime? - reviewed_at DateTime? - review_notes String? + // BYOM submission lifecycle + approval_status String? @default("active") + submitted_by String? + submitted_at DateTime? + reviewed_at DateTime? + review_notes String? @@index([approval_status]) } @@ -1001,12 +1002,15 @@ model LiteLLM_PromptTable { id String @id @default(uuid()) prompt_id String version Int @default(1) + environment String @default("development") + created_by String? litellm_params Json prompt_info Json? created_at DateTime @default(now()) updated_at DateTime @updatedAt - @@unique([prompt_id, version]) + @@unique([prompt_id, version, environment]) + @@index([prompt_id, environment]) @@index([prompt_id]) } diff --git a/litellm/llms/anthropic/experimental_pass_through/messages/fake_stream_iterator.py b/litellm/llms/anthropic/experimental_pass_through/messages/fake_stream_iterator.py index 80afea78504..7fc9b00f2c7 100644 --- a/litellm/llms/anthropic/experimental_pass_through/messages/fake_stream_iterator.py +++ b/litellm/llms/anthropic/experimental_pass_through/messages/fake_stream_iterator.py @@ -38,6 +38,102 @@ class FakeAnthropicMessagesStreamIterator: self.chunks = self._create_streaming_chunks() self.current_index = 0 + def _create_content_block_chunks( + self, block_dict: Dict[str, Any], index: int + ) -> List[bytes]: + """Build SSE chunks for a single content block.""" + chunks = [] + block_type = block_dict.get("type") + + if block_type == "text": + content_block_start = { + "type": "content_block_start", + "index": index, + "content_block": {"type": "text", "text": ""}, + } + chunks.append( + f"event: content_block_start\ndata: {json.dumps(content_block_start)}\n\n".encode() + ) + text = block_dict.get("text", "") + content_block_delta = { + "type": "content_block_delta", + "index": index, + "delta": {"type": "text_delta", "text": text}, + } + chunks.append( + f"event: content_block_delta\ndata: {json.dumps(content_block_delta)}\n\n".encode() + ) + + elif block_type == "thinking": + content_block_start = { + "type": "content_block_start", + "index": index, + "content_block": {"type": "thinking", "thinking": "", "signature": ""}, + } + chunks.append( + f"event: content_block_start\ndata: {json.dumps(content_block_start)}\n\n".encode() + ) + thinking_text = block_dict.get("thinking", "") + if thinking_text: + content_block_delta = { + "type": "content_block_delta", + "index": index, + "delta": {"type": "thinking_delta", "thinking": thinking_text}, + } + chunks.append( + f"event: content_block_delta\ndata: {json.dumps(content_block_delta)}\n\n".encode() + ) + signature = block_dict.get("signature", "") + if signature: + signature_delta = { + "type": "content_block_delta", + "index": index, + "delta": {"type": "signature_delta", "signature": signature}, + } + chunks.append( + f"event: content_block_delta\ndata: {json.dumps(signature_delta)}\n\n".encode() + ) + + elif block_type == "redacted_thinking": + content_block_start = { + "type": "content_block_start", + "index": index, + "content_block": {"type": "redacted_thinking"}, + } + chunks.append( + f"event: content_block_start\ndata: {json.dumps(content_block_start)}\n\n".encode() + ) + + elif block_type == "tool_use": + content_block_start = { + "type": "content_block_start", + "index": index, + "content_block": { + "type": "tool_use", + "id": block_dict.get("id"), + "name": block_dict.get("name"), + "input": {}, + }, + } + chunks.append( + f"event: content_block_start\ndata: {json.dumps(content_block_start)}\n\n".encode() + ) + input_data = block_dict.get("input", {}) + content_block_delta = { + "type": "content_block_delta", + "index": index, + "delta": {"type": "input_json_delta", "partial_json": json.dumps(input_data)}, + } + chunks.append( + f"event: content_block_delta\ndata: {json.dumps(content_block_delta)}\n\n".encode() + ) + + content_block_stop = {"type": "content_block_stop", "index": index} + chunks.append( + f"event: content_block_stop\ndata: {json.dumps(content_block_stop)}\n\n".encode() + ) + return chunks + def _create_streaming_chunks(self) -> List[bytes]: """Convert the non-streaming response to streaming chunks""" chunks = [] @@ -69,152 +165,34 @@ class FakeAnthropicMessagesStreamIterator: # 2-4. For each content block, send start/delta/stop events content_blocks = response_dict.get("content", []) - if content_blocks: - for index, block in enumerate(content_blocks): - # Cast block to dict for easier access - block_dict = cast(Dict[str, Any], block) - block_type = block_dict.get("type") - - if block_type == "text": - # content_block_start - content_block_start = { - "type": "content_block_start", - "index": index, - "content_block": {"type": "text", "text": ""}, - } - chunks.append( - f"event: content_block_start\ndata: {json.dumps(content_block_start)}\n\n".encode() - ) - - # content_block_delta (send full text as one delta for simplicity) - text = block_dict.get("text", "") - content_block_delta = { - "type": "content_block_delta", - "index": index, - "delta": {"type": "text_delta", "text": text}, - } - chunks.append( - f"event: content_block_delta\ndata: {json.dumps(content_block_delta)}\n\n".encode() - ) - - # content_block_stop - content_block_stop = {"type": "content_block_stop", "index": index} - chunks.append( - f"event: content_block_stop\ndata: {json.dumps(content_block_stop)}\n\n".encode() - ) - - elif block_type == "thinking": - # content_block_start for thinking - content_block_start = { - "type": "content_block_start", - "index": index, - "content_block": { - "type": "thinking", - "thinking": "", - "signature": "", - }, - } - chunks.append( - f"event: content_block_start\ndata: {json.dumps(content_block_start)}\n\n".encode() - ) - - # content_block_delta for thinking text - thinking_text = block_dict.get("thinking", "") - if thinking_text: - content_block_delta = { - "type": "content_block_delta", - "index": index, - "delta": { - "type": "thinking_delta", - "thinking": thinking_text, - }, - } - chunks.append( - f"event: content_block_delta\ndata: {json.dumps(content_block_delta)}\n\n".encode() - ) - - # content_block_delta for signature (if present) - signature = block_dict.get("signature", "") - if signature: - signature_delta = { - "type": "content_block_delta", - "index": index, - "delta": { - "type": "signature_delta", - "signature": signature, - }, - } - chunks.append( - f"event: content_block_delta\ndata: {json.dumps(signature_delta)}\n\n".encode() - ) - - # content_block_stop - content_block_stop = {"type": "content_block_stop", "index": index} - chunks.append( - f"event: content_block_stop\ndata: {json.dumps(content_block_stop)}\n\n".encode() - ) - - elif block_type == "redacted_thinking": - # content_block_start for redacted_thinking - content_block_start = { - "type": "content_block_start", - "index": index, - "content_block": {"type": "redacted_thinking"}, - } - chunks.append( - f"event: content_block_start\ndata: {json.dumps(content_block_start)}\n\n".encode() - ) - - # content_block_stop (no delta for redacted thinking) - content_block_stop = {"type": "content_block_stop", "index": index} - chunks.append( - f"event: content_block_stop\ndata: {json.dumps(content_block_stop)}\n\n".encode() - ) - - elif block_type == "tool_use": - # content_block_start - content_block_start = { - "type": "content_block_start", - "index": index, - "content_block": { - "type": "tool_use", - "id": block_dict.get("id"), - "name": block_dict.get("name"), - "input": {}, - }, - } - chunks.append( - f"event: content_block_start\ndata: {json.dumps(content_block_start)}\n\n".encode() - ) - - # content_block_delta (send input as JSON delta) - input_data = block_dict.get("input", {}) - content_block_delta = { - "type": "content_block_delta", - "index": index, - "delta": { - "type": "input_json_delta", - "partial_json": json.dumps(input_data), - }, - } - chunks.append( - f"event: content_block_delta\ndata: {json.dumps(content_block_delta)}\n\n".encode() - ) - - # content_block_stop - content_block_stop = {"type": "content_block_stop", "index": index} - chunks.append( - f"event: content_block_stop\ndata: {json.dumps(content_block_stop)}\n\n".encode() - ) + for index, block in enumerate(content_blocks): + block_dict = cast(Dict[str, Any], block) + chunks.extend(self._create_content_block_chunks(block_dict, index)) # 5. message_delta event (with final usage and stop_reason) + # Include cache usage fields so clients that only read message_delta + # (like Claude Code's SDK) see the full input token breakdown. + delta_usage: Dict[str, Any] = { + "output_tokens": usage.get("output_tokens", 0) if usage else 0, + } + if usage: + if usage.get("input_tokens") is not None: + delta_usage["input_tokens"] = usage["input_tokens"] + if usage.get("cache_creation_input_tokens") is not None: + delta_usage["cache_creation_input_tokens"] = usage[ + "cache_creation_input_tokens" + ] + if usage.get("cache_read_input_tokens") is not None: + delta_usage["cache_read_input_tokens"] = usage[ + "cache_read_input_tokens" + ] message_delta = { "type": "message_delta", "delta": { "stop_reason": response_dict.get("stop_reason"), "stop_sequence": response_dict.get("stop_sequence"), }, - "usage": {"output_tokens": usage.get("output_tokens", 0) if usage else 0}, + "usage": delta_usage, } chunks.append( f"event: message_delta\ndata: {json.dumps(message_delta)}\n\n".encode() diff --git a/litellm/llms/bedrock/image_edit/amazon_nova_canvas_image_edit_transformation.py b/litellm/llms/bedrock/image_edit/amazon_nova_canvas_image_edit_transformation.py new file mode 100644 index 00000000000..f806cd2a81a --- /dev/null +++ b/litellm/llms/bedrock/image_edit/amazon_nova_canvas_image_edit_transformation.py @@ -0,0 +1,515 @@ +""" +Amazon Nova Canvas image edit on Bedrock (InvokeModel). + +Maps OpenAI-style image edit (image + prompt, optional mask) to Nova Canvas task types: +- With mask: INPAINTING (inPaintingParams per AWS docs) +- Without mask: IMAGE_VARIATION (imageVariationParams) + +Refs: +- https://docs.aws.amazon.com/nova/latest/userguide/image-gen-access.html +- https://docs.aws.amazon.com/nova/latest/userguide/image-gen-req-resp-structure.html +""" + +from __future__ import annotations + +import base64 +import os +from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple + +import httpx + +from litellm._logging import verbose_logger +from litellm.llms.base_llm.image_edit.transformation import BaseImageEditConfig +from litellm.types.images.main import ImageEditOptionalRequestParams +from litellm.types.router import GenericLiteLLMParams +from litellm.types.utils import FileTypes, ImageObject, ImageResponse +from litellm.utils import ( + _get_model_cost_key, + _get_potential_model_names, + get_model_info, +) + +if TYPE_CHECKING: + from litellm.litellm_core_utils.litellm_logging import Logging as _LiteLLMLoggingObj + + LiteLLMLoggingObj = _LiteLLMLoggingObj +else: + LiteLLMLoggingObj = Any + + +def _nova_canvas_task_body( + *, + image_b64: str, + mask_b64: Optional[str], + text: str, + negative_text: Optional[str], + similarity_strength: Optional[float], + task_type: Optional[str], + mask_prompt: Optional[str], + out_painting_mode: Optional[str], +) -> Dict[str, Any]: + """Build InvokeModel body task section (without imageGenerationConfig).""" + if task_type == "BACKGROUND_REMOVAL": + return { + "taskType": "BACKGROUND_REMOVAL", + "backgroundRemovalParams": {"image": image_b64}, + } + if task_type == "OUTPAINTING": + if mask_prompt is None and mask_b64 is None: + raise ValueError( + "OUTPAINTING requires either a mask image or a mask prompt. " + "Pass mask= or maskPrompt= in the request." + ) + out_params: Dict[str, Any] = { + "image": image_b64, + "text": text, + } + if mask_prompt is not None: + out_params["maskPrompt"] = mask_prompt + elif mask_b64 is not None: + out_params["maskImage"] = mask_b64 + if negative_text is not None: + out_params["negativeText"] = negative_text + if out_painting_mode is not None: + out_params["outPaintingMode"] = out_painting_mode + return { + "taskType": "OUTPAINTING", + "outPaintingParams": out_params, + } + # Honour explicit IMAGE_VARIATION even when a mask is present (mask is ignored + # for this task type; callers use INPAINTING when they want mask semantics). + if task_type == "IMAGE_VARIATION": + var_params_explicit: Dict[str, Any] = { + "images": [image_b64], + "text": text, + } + if negative_text is not None: + var_params_explicit["negativeText"] = negative_text + if similarity_strength is not None: + var_params_explicit["similarityStrength"] = similarity_strength + return { + "taskType": "IMAGE_VARIATION", + "imageVariationParams": var_params_explicit, + } + # Explicit taskType must be INPAINTING or omitted from here on; anything else is invalid. + if task_type is not None and str(task_type).strip() != "": + if task_type != "INPAINTING": + raise ValueError( + f"Unsupported Amazon Nova Canvas taskType: {task_type!r}. " + "Use BACKGROUND_REMOVAL, OUTPAINTING, IMAGE_VARIATION, INPAINTING, " + "or omit taskType for automatic routing (mask → INPAINTING, else IMAGE_VARIATION)." + ) + if mask_b64 is not None or mask_prompt is not None or task_type == "INPAINTING": + in_params: Dict[str, Any] = {"image": image_b64, "text": text} + if mask_prompt is not None: + in_params["maskPrompt"] = mask_prompt + elif mask_b64 is not None: + in_params["maskImage"] = mask_b64 + if negative_text is not None: + in_params["negativeText"] = negative_text + if "maskPrompt" not in in_params and "maskImage" not in in_params: + raise ValueError( + "Amazon Nova Canvas INPAINTING requires either maskPrompt or maskImage " + "(use OpenAI mask= for maskImage, or pass maskPrompt in optional params). " + "See https://docs.aws.amazon.com/nova/latest/userguide/image-gen-req-resp-structure.html" + ) + return {"taskType": "INPAINTING", "inPaintingParams": in_params} + var_params: Dict[str, Any] = { + "images": [image_b64], + "text": text, + } + if negative_text is not None: + var_params["negativeText"] = negative_text + if similarity_strength is not None: + var_params["similarityStrength"] = similarity_strength + return { + "taskType": "IMAGE_VARIATION", + "imageVariationParams": var_params, + } + + +def _file_types_to_b64(image: Optional[FileTypes]) -> str: + """Encode OpenAI image input to base64 string for Nova Canvas.""" + if image is None: + raise ValueError("Nova Canvas image edit requires an image input") + if hasattr(image, "read") and callable(getattr(image, "read", None)): + if hasattr(image, "seek"): + image.seek(0) # type: ignore[union-attr] + image_bytes = image.read() # type: ignore[union-attr] + return base64.b64encode(image_bytes).decode("utf-8") + if isinstance(image, bytes): + return base64.b64encode(image).decode("utf-8") + if isinstance(image, str): + return image + if isinstance(image, os.PathLike): + with open(image, "rb") as f: + return base64.b64encode(f.read()).decode("utf-8") + if isinstance(image, tuple): + raise ValueError( + "Nova Canvas image edit does not support tuple FileTypes. " + "Pass a file-like object, bytes, or a base64-encoded string." + ) + return base64.b64encode(bytes(image)).decode("utf-8") # type: ignore[arg-type] + + +def _supports_nova_canvas_image_edit_from_model_cost(model: str) -> bool: + """ + True when model_cost has supports_nova_canvas_image_edit for a resolved catalog key. + + get_model_info / ModelInfoBase omit arbitrary JSON keys, so we read model_cost + directly (same idea as supports_* bare_entry fallback). + """ + import litellm as _litellm + + if not model: + return False + + seen: set[str] = set() + candidates: List[str] = [] + + def _add(name: Optional[str]) -> None: + if name and name not in seen: + seen.add(name) + candidates.append(name) + + _add(model) + if "/" in model: + suffix = model.split("/")[-1] + _add(suffix) + _add(f"bedrock/{suffix}") + + # Cross-region inference ids (e.g. us.amazon.nova-canvas-v1:0) share pricing with + # the base model id (amazon.nova-canvas-v1:0) in model_cost. + try: + from litellm.llms.bedrock.common_utils import BedrockModelInfo + + base_model = BedrockModelInfo.get_base_model(model) + if base_model and base_model != model: + _add(base_model) + _add(f"bedrock/{base_model}") + except Exception: + pass + + try: + potential = _get_potential_model_names(model=model, custom_llm_provider=None) + for field in ( + "combined_model_name", + "combined_stripped_model_name", + "stripped_model_name", + "split_model", + ): + raw = potential.get(field) + if isinstance(raw, str): + _add(raw) + except Exception: + pass + + for name in candidates: + key = _get_model_cost_key(name) + if key is None: + continue + entry = _litellm.model_cost.get(key) or {} + if entry.get("supports_nova_canvas_image_edit") is True: + return True + return False + + +class BedrockAmazonNovaCanvasImageEditConfig(BaseImageEditConfig): + """ + Bedrock InvokeModel image edit for amazon.nova-canvas-v1:0 and regional variants. + """ + + @classmethod + def _is_nova_canvas_image_edit_model(cls, model: Optional[str] = None) -> bool: + """ + Use model_cost.supports_nova_canvas_image_edit so new Nova Canvas inference IDs + are added via model_prices_and_context_window.json only (not get_model_info, which + drops keys not on ModelInfoBase). + """ + return _supports_nova_canvas_image_edit_from_model_cost(model or "") + + def get_supported_openai_params(self, model: str) -> list: + return [ + "n", + "size", + "response_format", + "mask", + "negativeText", + "similarityStrength", + "cfgScale", + "seed", + "quality", + "taskType", + "maskPrompt", + "outPaintingMode", + "imageGenerationConfig", + ] + + def map_openai_params( + self, + image_edit_optional_params: ImageEditOptionalRequestParams, + model: str, + drop_params: bool, + ) -> Dict[str, Any]: + supported = set(self.get_supported_openai_params(model)) + mapped: Dict[str, Any] = dict(image_edit_optional_params) + _size = mapped.pop("size", None) + if _size is not None and isinstance(_size, str) and "x" in _size: + w, h = _size.split("x", 1) + try: + mapped["width"], mapped["height"] = int(w), int(h) + except ValueError: + pass + _n = mapped.pop("n", None) + if _n is not None: + mapped["numberOfImages"] = _n + _quality = mapped.pop("quality", None) + if _quality is not None: + if _quality in ("hd", "premium"): + mapped["quality"] = "premium" + elif _quality == "standard": + mapped["quality"] = "standard" + else: + # Re-emit unknown values (e.g. OpenAI "auto") so transform_image_edit_request + # forwards them and the API can reject, or drop_params can still apply upstream. + mapped["quality"] = _quality + # Accepted for OpenAI compatibility but ignored for Nova Canvas image edit; + # Bedrock returns base64 images only (no URL mode). + response_format = mapped.pop("response_format", None) + if response_format not in (None, "b64_json"): + verbose_logger.debug( + "Nova Canvas image edit ignores response_format=%s and returns base64 images", + response_format, + ) + # Drop unknown keys if drop_params + if drop_params: + for k in list(mapped.keys()): + if k.startswith("_"): + continue + if k not in supported and k not in ( + "width", + "height", + "numberOfImages", + "mask", + ): + mapped.pop(k, None) + return mapped + + def transform_image_edit_request( + self, + model: str, + prompt: Optional[str], + image: Optional[FileTypes], + image_edit_optional_request_params: Dict, + litellm_params: GenericLiteLLMParams, + headers: dict, + ) -> Tuple[Dict, Any]: + op = dict(image_edit_optional_request_params) + image_b64 = _file_types_to_b64(image) + + mask_raw = op.pop("mask", None) + mask_b64: Optional[str] = None + if mask_raw is not None: + mask_b64 = _file_types_to_b64(mask_raw) # type: ignore[arg-type] + + _size = op.pop("size", None) + width = op.pop("width", None) + height = op.pop("height", None) + if ( + width is None + and height is None + and _size is not None + and isinstance(_size, str) + and "x" in _size + ): + w, h = _size.split("x", 1) + try: + width, height = int(w), int(h) + except ValueError: + pass + + number_of_images = op.pop("numberOfImages", None) + quality = op.pop("quality", None) + cfg_scale = op.pop("cfgScale", None) + seed = op.pop("seed", None) + + image_generation_config: Dict[str, Any] = {} + nested_igc = op.pop("imageGenerationConfig", None) + if isinstance(nested_igc, dict): + image_generation_config.update(nested_igc) + if width is not None: + image_generation_config["width"] = width + if height is not None: + image_generation_config["height"] = height + if number_of_images is not None: + image_generation_config["numberOfImages"] = number_of_images + if quality is not None: + image_generation_config["quality"] = quality + if cfg_scale is not None: + image_generation_config["cfgScale"] = cfg_scale + if seed is not None: + image_generation_config["seed"] = seed + + task_type = op.pop("taskType", None) + if (prompt is None or prompt == "") and task_type in ( + "INPAINTING", + "OUTPAINTING", + ): + raise ValueError( + f"Amazon Nova Canvas {task_type} requires a text prompt. " + "Pass a non-empty `prompt` in your request." + ) + text = prompt if prompt is not None and prompt != "" else " " + negative_text = op.pop("negativeText", None) + similarity_strength = op.pop("similarityStrength", None) + mask_prompt = op.pop("maskPrompt", None) + out_painting_mode = op.pop("outPaintingMode", None) + + body = _nova_canvas_task_body( + image_b64=image_b64, + mask_b64=mask_b64, + text=text, + negative_text=negative_text, + similarity_strength=similarity_strength, + task_type=task_type, + mask_prompt=mask_prompt, + out_painting_mode=out_painting_mode, + ) + + # BACKGROUND_REMOVAL InvokeModel body must not include imageGenerationConfig (AWS rejects it). + if image_generation_config and body.get("taskType") != "BACKGROUND_REMOVAL": + body["imageGenerationConfig"] = image_generation_config + + return body, {} + + def transform_image_edit_response( + self, + model: str, + raw_response: httpx.Response, + logging_obj: LiteLLMLoggingObj, + api_key: Optional[str] = None, + json_mode: Optional[bool] = None, + ) -> ImageResponse: + try: + response_data = raw_response.json() + except Exception as e: + raise self.get_error_class( + error_message=f"Error parsing Nova Canvas image edit response: {e}", + status_code=raw_response.status_code, + headers=raw_response.headers, + ) + + if raw_response.status_code not in (200,): + raise self.get_error_class( + error_message=f"Nova Canvas image edit error: {response_data}", + status_code=raw_response.status_code, + headers=raw_response.headers, + ) + + images: List[str] = response_data.get("images") or [] + + if "errors" in response_data and not images: + raise self.get_error_class( + error_message=f"Nova Canvas image edit error: {response_data['errors']}", + status_code=raw_response.status_code, + headers=raw_response.headers, + ) + + # Nova Canvas InvokeModel success body uses "images" and optional "error" (AWS docs); + # it does not use Stability-style "finish_reasons". + error_msg = response_data.get("message") or response_data.get("error") + if error_msg and not images: + if not isinstance(error_msg, str): + error_msg = str(error_msg) + raise self.get_error_class( + error_message=f"Nova Canvas image edit error: {error_msg}", + status_code=raw_response.status_code, + headers=raw_response.headers, + ) + + model_response = ImageResponse() + model_response.data = [] + for image_b64 in images: + if image_b64: + model_response.data.append( + ImageObject( + b64_json=image_b64, + url=None, + revised_prompt=None, + ) + ) + + if not model_response.data: + raise self.get_error_class( + error_message="Nova Canvas image edit returned no images", + status_code=raw_response.status_code, + headers=raw_response.headers, + ) + + if not hasattr(model_response, "_hidden_params"): + model_response._hidden_params = {} + if "additional_headers" not in model_response._hidden_params: + model_response._hidden_params["additional_headers"] = {} + + try: + model_info = get_model_info(model, custom_llm_provider="bedrock") + cost_per_image = model_info.get("output_cost_per_image", 0) + if cost_per_image is not None and model_response.data: + model_response._hidden_params["additional_headers"][ + "llm_provider-x-litellm-response-cost" + ] = float(cost_per_image) * len(model_response.data) + except Exception: + pass + + return model_response + + def use_multipart_form_data(self) -> bool: + return False + + def get_complete_url( + self, + model: str, + api_base: Optional[str], + litellm_params: dict, + ) -> str: + raise NotImplementedError( + "Nova Canvas image edit URLs are built in BedrockImageEdit._prepare_request " + "(AWS runtime endpoint + model invoke path). Do not use get_complete_url for " + "this config." + ) + + def validate_environment( + self, + headers: dict, + model: str, + api_key: Optional[str] = None, + ) -> dict: + if headers is None: + headers = {} + if "Content-Type" not in headers: + headers["Content-Type"] = "application/json" + return headers + + +def get_bedrock_image_edit_config_for_model( + model: str, +) -> BaseImageEditConfig: + """ + Return the correct Bedrock image-edit config for the model id. + + Same routing as ``BedrockImageEdit.get_config_class``: Stability edit models, + Nova Canvas when marked in model_cost; otherwise raises ``ValueError``. + """ + from litellm.llms.bedrock.image_edit.stability_transformation import ( + BedrockStabilityImageEditConfig, + ) + + if BedrockStabilityImageEditConfig._is_stability_edit_model(model): + return BedrockStabilityImageEditConfig() + if BedrockAmazonNovaCanvasImageEditConfig._is_nova_canvas_image_edit_model(model): + return BedrockAmazonNovaCanvasImageEditConfig() + raise ValueError( + f"Unsupported Bedrock image-edit model: {model!r}. " + "Use a stability.* image-edit model id or add supports_nova_canvas_image_edit " + "in model_prices for this id." + ) diff --git a/litellm/llms/bedrock/image_edit/handler.py b/litellm/llms/bedrock/image_edit/handler.py index 867944f8796..90344310746 100644 --- a/litellm/llms/bedrock/image_edit/handler.py +++ b/litellm/llms/bedrock/image_edit/handler.py @@ -15,6 +15,9 @@ from pydantic import BaseModel import litellm from litellm._logging import verbose_logger from litellm.litellm_core_utils.litellm_logging import Logging as LitellmLogging +from litellm.llms.bedrock.image_edit.amazon_nova_canvas_image_edit_transformation import ( + BedrockAmazonNovaCanvasImageEditConfig, +) from litellm.llms.bedrock.image_edit.stability_transformation import ( BedrockStabilityImageEditConfig, ) @@ -55,8 +58,15 @@ class BedrockImageEdit(BaseAWSLLM): def get_config_class(cls, model: str | None): if BedrockStabilityImageEditConfig._is_stability_edit_model(model): return BedrockStabilityImageEditConfig - else: - raise ValueError(f"Unsupported model for bedrock image edit: {model}") + if BedrockAmazonNovaCanvasImageEditConfig._is_nova_canvas_image_edit_model( + model + ): + return BedrockAmazonNovaCanvasImageEditConfig + raise ValueError( + f"Unsupported Bedrock image-edit model: {model!r}. " + "Use a stability.* image-edit model id or add supports_nova_canvas_image_edit " + "in model_prices for this id." + ) def image_edit( self, diff --git a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py index 784c6a50cfd..c1eccaebd04 100644 --- a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py +++ b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py @@ -502,6 +502,12 @@ class AmazonAnthropicClaudeMessagesConfig( ): """ Bedrock invoke does not return SSE formatted data. This function is a wrapper to ensure litellm chunks are SSE formatted. + + Bedrock's Anthropic-compatible streaming puts cache usage fields + (cache_creation_input_tokens, cache_read_input_tokens) only on + message_stop, not on message_start or message_delta. Claude Code's + SDK only merges usage from message_delta, so we promote those fields + from message_stop onto message_delta before yielding. """ from litellm.llms.anthropic.experimental_pass_through.messages.streaming_iterator import ( BaseAnthropicMessagesStreamingIterator, @@ -512,9 +518,81 @@ class AmazonAnthropicClaudeMessagesConfig( request_body=request_body, ) - async for chunk in handler.async_sse_wrapper(completion_stream): + patched_stream = self._promote_message_stop_usage(completion_stream) + + async for chunk in handler.async_sse_wrapper(patched_stream): yield chunk + @staticmethod + async def _promote_message_stop_usage( + completion_stream: AsyncIterator[ + Union[bytes, GenericStreamingChunk, ModelResponseStream, dict] + ], + ) -> AsyncIterator[Union[bytes, GenericStreamingChunk, ModelResponseStream, dict]]: + """ + Promote cache usage fields from message_stop onto message_delta. + + Bedrock reports input_tokens (uncached only) on message_start, and + the full breakdown (input_tokens, cache_creation_input_tokens, + cache_read_input_tokens) only on message_stop. Claude Code's SDK + merges usage from message_start and message_delta but ignores + message_stop. This method buffers message_delta and, when + message_stop arrives with cache usage, merges those fields into the + message_delta usage and also updates the input_tokens on + message_delta to include the full count (uncached + cache_creation + + cache_read). + """ + _CACHE_FIELDS = ("cache_creation_input_tokens", "cache_read_input_tokens") + pending_delta = None + + async for chunk in completion_stream: + if not isinstance(chunk, dict): + if pending_delta is not None: + yield pending_delta + pending_delta = None + yield chunk + continue + + chunk_type = chunk.get("type") + + if chunk_type == "message_delta": + pending_delta = chunk + continue + + if chunk_type == "message_stop" and pending_delta is not None: + stop_usage = dict(chunk.get("usage") or {}) + delta_usage = dict(pending_delta.get("usage") or {}) + + for field in _CACHE_FIELDS: + if field in stop_usage: + delta_usage[field] = stop_usage[field] + + raw_input = stop_usage.get("input_tokens") + if raw_input is not None: + uncached = raw_input if isinstance(raw_input, int) else 0 + raw_cc = delta_usage.get("cache_creation_input_tokens", 0) + cache_creation = raw_cc if isinstance(raw_cc, int) else 0 + raw_cr = delta_usage.get("cache_read_input_tokens", 0) + cache_read = raw_cr if isinstance(raw_cr, int) else 0 + delta_usage["input_tokens"] = uncached + cache_creation + cache_read + + if delta_usage: + pending_delta["usage"] = delta_usage # type: ignore[arg-type] + + yield pending_delta + pending_delta = None + yield chunk + continue + + if pending_delta is not None: + yield pending_delta + pending_delta = None + + yield chunk + + if pending_delta is not None: + yield pending_delta + class AmazonAnthropicClaudeMessagesStreamDecoder(AWSEventStreamDecoder): def __init__( diff --git a/litellm/llms/firecrawl/search/transformation.py b/litellm/llms/firecrawl/search/transformation.py index 61b589218cc..71136e1d3b3 100644 --- a/litellm/llms/firecrawl/search/transformation.py +++ b/litellm/llms/firecrawl/search/transformation.py @@ -159,15 +159,13 @@ class FirecrawlSearchConfig(BaseSearchConfig): """ Transform Firecrawl API response to LiteLLM unified SearchResponse format. - Firecrawl → LiteLLM mappings: - - data.web[].title → SearchResult.title - - data.web[].url → SearchResult.url - - data.web[].description OR data.web[].markdown → SearchResult.snippet - - No date field in web results (set to None) - - No last_updated field in Firecrawl response (set to None) + Supports both response formats: - Note: Firecrawl v2 returns results organized by source type (web, images, news). - We primarily use web results for the unified format. + Firecrawl Cloud (v2): + {"data": {"web": [...], "news": [...]}} + + Firecrawl Self-Hosted (v1): + {"success": true, "data": [{"url": "...", "title": "...", ...}, ...]} Args: raw_response: Raw httpx response from Firecrawl API @@ -181,36 +179,52 @@ class FirecrawlSearchConfig(BaseSearchConfig): # Transform results to SearchResult objects results = [] - # Process web results (primary source) data = response_json.get("data", {}) - web_results = data.get("web", []) - for result in web_results: - # Use markdown if available, otherwise fall back to description - snippet = result.get("markdown") or result.get("description", "") + if isinstance(data, list): + # Self-hosted Firecrawl (v1) format: data is a flat list of results + for result in data: + snippet = ( + result.get("markdown") or result.get("description", "") + ) + search_result = SearchResult( + title=result.get("title", ""), + url=result.get("url", ""), + snippet=snippet, + date=None, + last_updated=None, + ) + results.append(search_result) + elif isinstance(data, dict): + # Firecrawl Cloud (v2) format: data is a dict with web/news keys + web_results = data.get("web", []) - search_result = SearchResult( - title=result.get("title", ""), - url=result.get("url", ""), - snippet=snippet, - date=None, # Web results don't include date - last_updated=None, # Firecrawl doesn't provide last_updated in response - ) - results.append(search_result) + for result in web_results: + # Use markdown if available, otherwise fall back to description + snippet = result.get("markdown") or result.get("description", "") - # Process news results if available (they have date field) - news_results = data.get("news", []) - for result in news_results: - snippet = result.get("markdown") or result.get("snippet", "") + search_result = SearchResult( + title=result.get("title", ""), + url=result.get("url", ""), + snippet=snippet, + date=None, + last_updated=None, + ) + results.append(search_result) - search_result = SearchResult( - title=result.get("title", ""), - url=result.get("url", ""), - snippet=snippet, - date=result.get("date"), # News results include date - last_updated=None, - ) - results.append(search_result) + # Process news results if available (they have date field) + news_results = data.get("news", []) + for result in news_results: + snippet = result.get("markdown") or result.get("snippet", "") + + search_result = SearchResult( + title=result.get("title", ""), + url=result.get("url", ""), + snippet=snippet, + date=result.get("date"), # News results include date + last_updated=None, + ) + results.append(search_result) return SearchResponse( results=results, diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json index 4072aab6544..4e1c7f4ac80 100644 --- a/litellm/model_prices_and_context_window_backup.json +++ b/litellm/model_prices_and_context_window_backup.json @@ -277,7 +277,15 @@ "litellm_provider": "bedrock", "max_input_tokens": 2600, "mode": "image_generation", - "output_cost_per_image": 0.06 + "output_cost_per_image": 0.06, + "supports_nova_canvas_image_edit": true + }, + "us.amazon.nova-canvas-v1:0": { + "litellm_provider": "bedrock", + "max_input_tokens": 2600, + "mode": "image_generation", + "output_cost_per_image": 0.06, + "supports_nova_canvas_image_edit": true }, "us.writer.palmyra-x4-v1:0": { "input_cost_per_token": 2.5e-06, diff --git a/litellm/proxy/guardrails/guardrail_hooks/model_armor/model_armor.py b/litellm/proxy/guardrails/guardrail_hooks/model_armor/model_armor.py index 3ee8e6a27bd..3250e0bb7cf 100644 --- a/litellm/proxy/guardrails/guardrail_hooks/model_armor/model_armor.py +++ b/litellm/proxy/guardrails/guardrail_hooks/model_armor/model_armor.py @@ -760,8 +760,8 @@ class ModelArmorGuardrail(CustomGuardrail, VertexBase): error_obj = dict(error_value) else: error_obj = {"message": str(error_value)} - error_obj["code"] = e.status_code - yield f"data: {json.dumps({'error': error_obj})}\n\n" + error_obj["code"] = str(e.status_code) + yield f"data: {json.dumps({'error': error_obj})}\n\n" # type: ignore[misc] return except Exception as e: verbose_proxy_logger.error( diff --git a/litellm/proxy/hooks/proxy_track_cost_callback.py b/litellm/proxy/hooks/proxy_track_cost_callback.py index 948d6dd33af..46000f4fe6e 100644 --- a/litellm/proxy/hooks/proxy_track_cost_callback.py +++ b/litellm/proxy/hooks/proxy_track_cost_callback.py @@ -112,6 +112,14 @@ class _ProxyDBLogger(CustomLogger): _litellm_logging_obj, "litellm_trace_id", None ) + # Use the actual request start time from the logging object so that + # failed requests record the real duration instead of 0. + actual_start_time = datetime.now() + if _litellm_logging_obj is not None: + obj_start = getattr(_litellm_logging_obj, "start_time", None) + if obj_start is not None: + actual_start_time = obj_start + await proxy_logging_obj.db_spend_update_writer.update_database( token=user_api_key_dict.api_key, response_cost=0.0, @@ -120,7 +128,7 @@ class _ProxyDBLogger(CustomLogger): team_id=user_api_key_dict.team_id, kwargs=request_data, completion_response=original_exception, - start_time=datetime.now(), + start_time=actual_start_time, end_time=datetime.now(), org_id=user_api_key_dict.org_id, ) diff --git a/litellm/proxy/management_endpoints/key_management_endpoints.py b/litellm/proxy/management_endpoints/key_management_endpoints.py index e105d9b8586..6f9166909c0 100644 --- a/litellm/proxy/management_endpoints/key_management_endpoints.py +++ b/litellm/proxy/management_endpoints/key_management_endpoints.py @@ -18,7 +18,7 @@ import re import secrets import traceback from datetime import datetime, timedelta, timezone -from typing import Any, Dict, List, Literal, Optional, Tuple, cast +from typing import Any, Callable, Dict, List, Literal, Optional, Tuple, cast import fastapi import yaml @@ -487,6 +487,59 @@ async def validate_team_id_used_in_service_account_request( return True +def _enforce_upperbound_key_params( + data: Union[GenerateKeyRequest, UpdateKeyRequest], + fill_defaults: bool = True, +) -> None: + """ + Enforce upperbound limits on key parameters. + + For key generation (fill_defaults=True): fills None values with upperbound defaults. + For key update (fill_defaults=False): only validates explicitly provided values. + """ + if litellm.upperbound_key_generate_params is None: + return + + for elem in data: + key, value = elem + upperbound_value = getattr( + litellm.upperbound_key_generate_params, key, None + ) + if upperbound_value is not None: + if value is None: + if fill_defaults: + setattr(data, key, upperbound_value) + else: + if key in [ + "max_budget", + "max_parallel_requests", + "tpm_limit", + "rpm_limit", + ]: + if value > upperbound_value: + raise HTTPException( + status_code=400, + detail={ + "error": f"{key} is over max limit set in config - user_value={value}; max_value={upperbound_value}" + }, + ) + elif key in ["budget_duration", "duration"]: + upperbound_duration = duration_in_seconds( + duration=upperbound_value + ) + if value == "-1": + user_duration = float("inf") + else: + user_duration = duration_in_seconds(duration=value) + if user_duration > upperbound_duration: + raise HTTPException( + status_code=400, + detail={ + "error": f"{key} is over max limit set in config - user_value={value}; max_value={upperbound_value}" + }, + ) + + async def _common_key_generation_helper( # noqa: PLR0915 data: GenerateKeyRequest, user_api_key_dict: UserAPIKeyAuth, @@ -537,49 +590,8 @@ async def _common_key_generation_helper( # noqa: PLR0915 elif key == "metadata" and value == {}: setattr(data, key, litellm.default_key_generate_params.get(key, {})) - # check if user set default key/generate params on config.yaml - if litellm.upperbound_key_generate_params is not None: - for elem in data: - key, value = elem - upperbound_value = getattr( - litellm.upperbound_key_generate_params, key, None - ) - if upperbound_value is not None: - if value is None: - # Use the upperbound value if user didn't provide a value - setattr(data, key, upperbound_value) - else: - # Compare with upperbound for numeric fields - if key in [ - "max_budget", - "max_parallel_requests", - "tpm_limit", - "rpm_limit", - ]: - if value > upperbound_value: - raise HTTPException( - status_code=400, - detail={ - "error": f"{key} is over max limit set in config - user_value={value}; max_value={upperbound_value}" - }, - ) - # Compare durations - elif key in ["budget_duration", "duration"]: - upperbound_duration = duration_in_seconds( - duration=upperbound_value - ) - # Handle special case where duration is None or "-1" (never expires) - if value is None or value == "-1": - user_duration = float("inf") # Infinite duration - else: - user_duration = duration_in_seconds(duration=value) - if user_duration > upperbound_duration: - raise HTTPException( - status_code=400, - detail={ - "error": f"{key} is over max limit set in config - user_value={value}; max_value={upperbound_value}" - }, - ) + # check if user set upperbound key/generate params on config.yaml + _enforce_upperbound_key_params(data, fill_defaults=True) # APPLY ENTERPRISE KEY MANAGEMENT PARAMS try: @@ -1687,6 +1699,7 @@ async def _process_single_key_update( user_api_key_cache: DualCache, proxy_logging_obj: Any, llm_router: Optional[Router], + user_custom_key_update: Optional[Callable] = None, ) -> Dict[str, Any]: """ Process a single key update with all validations and checks. @@ -1737,6 +1750,22 @@ async def _process_single_key_update( tags=key_update_item.tags, ) + # Custom key update hook + if user_custom_key_update is not None: + if inspect.iscoroutinefunction(user_custom_key_update): + result = await user_custom_key_update(update_key_request) + else: + raise ValueError("user_custom_key_update must be a coroutine") + decision = result.get("decision", True) + message = result.get("message", "Authentication Failed - Custom Auth Rule") + if not decision: + raise HTTPException( + status_code=status.HTTP_403_FORBIDDEN, detail=message + ) + + # Enforce upperbound key params on update (don't fill defaults) + _enforce_upperbound_key_params(update_key_request, fill_defaults=False) + # Get team object and check team limits if team_id is provided team_obj: Optional[LiteLLM_TeamTableCachedObj] = None if update_key_request.team_id is not None: @@ -2014,7 +2043,7 @@ async def _validate_update_key_data( "/key/update", tags=["key management"], dependencies=[Depends(user_api_key_auth)] ) @management_endpoint_wrapper -async def update_key_fn( +async def update_key_fn( # noqa: PLR0915 request: Request, data: UpdateKeyRequest, user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), @@ -2095,6 +2124,7 @@ async def update_key_fn( prisma_client, proxy_logging_obj, user_api_key_cache, + user_custom_key_update, ) try: @@ -2126,6 +2156,21 @@ async def update_key_fn( user_api_key_cache=user_api_key_cache, ) + # Custom key update hook + if user_custom_key_update is not None: + if inspect.iscoroutinefunction(user_custom_key_update): + result = await user_custom_key_update(data) + else: + raise ValueError("user_custom_key_update must be a coroutine") + decision = result.get("decision", True) + message = result.get("message", "Authentication Failed - Custom Auth Rule") + if not decision: + raise HTTPException( + status_code=status.HTTP_403_FORBIDDEN, detail=message + ) + + # Enforce upperbound key params on update (don't fill defaults) + _enforce_upperbound_key_params(data, fill_defaults=False) non_default_values = await prepare_key_update_data( data=data, existing_key_row=existing_key_row ) @@ -2261,6 +2306,7 @@ async def bulk_update_keys( prisma_client, proxy_logging_obj, user_api_key_cache, + user_custom_key_update, ) if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN.value: @@ -2304,6 +2350,7 @@ async def bulk_update_keys( user_api_key_cache=user_api_key_cache, proxy_logging_obj=proxy_logging_obj, llm_router=llm_router, + user_custom_key_update=user_custom_key_update, ) successful_updates.append( diff --git a/litellm/proxy/prompts/prompt_endpoints.py b/litellm/proxy/prompts/prompt_endpoints.py index 73e0ece3e2c..483107a3759 100644 --- a/litellm/proxy/prompts/prompt_endpoints.py +++ b/litellm/proxy/prompts/prompt_endpoints.py @@ -192,19 +192,22 @@ def get_latest_prompt_versions(prompts: List[PromptSpec]) -> List[PromptSpec]: return list(latest_prompts.values()) -async def get_next_version_for_prompt(prisma_client, prompt_id: str) -> int: +async def get_next_version_for_prompt( + prisma_client, prompt_id: str, environment: str = "development" +) -> int: """ - Get the next version number for a prompt. + Get the next version number for a prompt in a specific environment. Args: prisma_client: Prisma database client prompt_id: Base prompt ID + environment: The environment to check versions for Returns: Next version number (1 if no versions exist, max_version + 1 otherwise) """ existing_prompts = await prisma_client.db.litellm_prompttable.find_many( - where={"prompt_id": prompt_id} + where={"prompt_id": prompt_id, "environment": environment} ) if existing_prompts: @@ -231,6 +234,8 @@ def create_versioned_prompt_spec(db_prompt) -> PromptSpec: prompt_dict = db_prompt.model_dump() base_prompt_id = prompt_dict["prompt_id"] version = prompt_dict.get("version", 1) + environment = prompt_dict.get("environment", "development") + created_by = prompt_dict.get("created_by") # Parse litellm_params litellm_params_data = prompt_dict.get("litellm_params") @@ -256,6 +261,8 @@ def create_versioned_prompt_spec(db_prompt) -> PromptSpec: prompt_info=prompt_info, created_at=prompt_dict.get("created_at"), updated_at=prompt_dict.get("updated_at"), + environment=environment, + created_by=created_by, ) @@ -277,6 +284,7 @@ class PatchPromptRequest(BaseModel): response_model=ListPromptsResponse, ) async def list_prompts( + environment: Optional[str] = None, user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), ): """ @@ -318,23 +326,26 @@ async def list_prompts( if key_metadata is not None: prompts = cast(Optional[List[str]], key_metadata.get("prompts", None)) if prompts is not None: + all_prompts = [ + IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS[prompt_id] + for prompt_id in prompts + if prompt_id in IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS + ] + if environment: + all_prompts = [p for p in all_prompts if p.environment == environment] prompt_list = [] - for prompt_id in prompts: - if prompt_id in IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS: - original_prompt = IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS[ - prompt_id - ] - # Create a copy with base prompt_id (without version suffix) - prompt_copy = PromptSpec( - prompt_id=get_base_prompt_id( - prompt_id=original_prompt.prompt_id - ), - litellm_params=original_prompt.litellm_params, - prompt_info=original_prompt.prompt_info, - created_at=original_prompt.created_at, - updated_at=original_prompt.updated_at, - ) - prompt_list.append(prompt_copy) + for original_prompt in all_prompts: + # Create a copy with base prompt_id (without version suffix) + prompt_copy = PromptSpec( + prompt_id=get_base_prompt_id(prompt_id=original_prompt.prompt_id), + litellm_params=original_prompt.litellm_params, + prompt_info=original_prompt.prompt_info, + created_at=original_prompt.created_at, + updated_at=original_prompt.updated_at, + environment=original_prompt.environment, + created_by=original_prompt.created_by, + ) + prompt_list.append(prompt_copy) return ListPromptsResponse(prompts=prompt_list) # check if user is proxy admin - show all prompts if user_api_key_dict.user_role is not None and ( @@ -343,6 +354,8 @@ async def list_prompts( ): # Get all prompts and filter to show only the latest version of each all_prompts = list(IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS.values()) + if environment: + all_prompts = [p for p in all_prompts if p.environment == environment] latest_prompts = get_latest_prompt_versions(prompts=all_prompts) # Create copies with base prompt_id (without version suffix) for display prompts_for_display = [] @@ -353,6 +366,8 @@ async def list_prompts( prompt_info=original_prompt.prompt_info, created_at=original_prompt.created_at, updated_at=original_prompt.updated_at, + environment=original_prompt.environment, + created_by=original_prompt.created_by, ) prompts_for_display.append(prompt_copy) return ListPromptsResponse(prompts=prompts_for_display) @@ -368,6 +383,7 @@ async def list_prompts( ) async def get_prompt_versions( prompt_id: str, + environment: Optional[str] = None, user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), ): """ @@ -404,6 +420,7 @@ async def get_prompt_versions( ``` """ from litellm.proxy.prompts.prompt_registry import IN_MEMORY_PROMPT_REGISTRY + from litellm.proxy.proxy_server import prisma_client # Only allow proxy admins to view version history if user_api_key_dict.user_role is None or ( @@ -414,49 +431,112 @@ async def get_prompt_versions( status_code=403, detail="Only proxy admins can view prompt versions" ) - # Strip version suffix if provided (e.g., "jack_success.v1" -> "jack_success") base_prompt_id = get_base_prompt_id(prompt_id=prompt_id) - # Get all prompts and filter by base_prompt_id - all_prompts = list(IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS.values()) - prompt_versions = [ - prompt - for prompt in all_prompts - if get_base_prompt_id(prompt_id=prompt.prompt_id) == base_prompt_id - ] + # Query DB for versions + versioned_prompts = [] + if prisma_client is not None: + where_clause: Dict[str, Any] = {"prompt_id": base_prompt_id} + if environment: + where_clause["environment"] = environment + db_prompts = await prisma_client.db.litellm_prompttable.find_many( + where=where_clause, + order={"version": "desc"}, + ) + for db_prompt in db_prompts: + spec = create_versioned_prompt_spec(db_prompt=db_prompt) + versioned_prompts.append( + PromptSpec( + prompt_id=base_prompt_id, + litellm_params=spec.litellm_params, + prompt_info=spec.prompt_info, + created_at=spec.created_at, + updated_at=spec.updated_at, + version=get_version_number(prompt_id=spec.prompt_id), + environment=spec.environment, + created_by=spec.created_by, + ) + ) + else: + # Fallback: in-memory registry (no DB) + all_prompts = list(IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS.values()) + prompt_versions = [ + prompt + for prompt in all_prompts + if get_base_prompt_id(prompt_id=prompt.prompt_id) == base_prompt_id + and (environment is None or prompt.environment == environment) + ] + for prompt in prompt_versions: + version_number = get_version_number(prompt_id=prompt.prompt_id) + versioned_prompts.append( + PromptSpec( + prompt_id=base_prompt_id, + litellm_params=prompt.litellm_params, + prompt_info=prompt.prompt_info, + created_at=prompt.created_at, + updated_at=prompt.updated_at, + version=version_number, + environment=prompt.environment, + created_by=prompt.created_by, + ) + ) + versioned_prompts.sort(key=lambda p: p.version or 1, reverse=True) - if not prompt_versions: + if not versioned_prompts: raise HTTPException( status_code=404, detail=f"No versions found for prompt ID {base_prompt_id}" ) - # Create response with explicit version field for each prompt - versioned_prompts = [] - for prompt in prompt_versions: - # Extract version number from the root prompt_id which has version suffix - # (e.g., "jack-sparrow.v3" -> 3) - version_number = get_version_number(prompt_id=prompt.prompt_id) - - # Strip version from prompt_id for clean display - base_prompt_id = get_base_prompt_id(prompt_id=prompt.prompt_id) - - # Create a copy with explicit version field and clean prompt_id - versioned_prompt = PromptSpec( - prompt_id=base_prompt_id, # Clean ID without version (e.g., "jack-sparrow") - litellm_params=prompt.litellm_params, - prompt_info=prompt.prompt_info, - created_at=prompt.created_at, - updated_at=prompt.updated_at, - version=version_number, # Explicit version field (e.g., 3) - ) - versioned_prompts.append(versioned_prompt) - - # Sort by version number (descending - newest first) - versioned_prompts.sort(key=lambda p: p.version or 1, reverse=True) - return ListPromptsResponse(prompts=versioned_prompts) +def _get_prompt_template( + prompt_spec: PromptSpec, base_prompt_id: str +) -> Optional[PromptTemplateBase]: + """Resolve the raw prompt template from dotprompt content or the in-memory registry.""" + from litellm.proxy.prompts.prompt_registry import IN_MEMORY_PROMPT_REGISTRY + + try: + dotprompt_content = prompt_spec.litellm_params.dotprompt_content + if dotprompt_content: + from litellm.integrations.dotprompt import ( + _get_prompt_data_from_dotprompt_content, + ) + + parsed = _get_prompt_data_from_dotprompt_content(dotprompt_content) + if parsed: + return PromptTemplateBase( + litellm_prompt_id=base_prompt_id, + content=parsed.get("content", ""), + metadata=parsed.get("metadata"), + ) + else: + prompt_callback = IN_MEMORY_PROMPT_REGISTRY.get_prompt_callback_by_id( + prompt_spec.prompt_id + ) + if prompt_callback is not None: + integration_name = prompt_callback.integration_name + if integration_name == "dotprompt": + from litellm.integrations.dotprompt.dotprompt_manager import ( + DotpromptManager, + ) + + if isinstance(prompt_callback, DotpromptManager): + template = ( + prompt_callback.prompt_manager.get_all_prompts_as_json() + ) + if template is not None and len(template) == 1: + template_id = list(template.keys())[0] + return PromptTemplateBase( + litellm_prompt_id=template_id, + content=template[template_id]["content"], + metadata=template[template_id]["metadata"], + ) + except Exception: + pass + return None + + @router.get( "/prompts/{prompt_id}", tags=["Prompt Management"], @@ -471,6 +551,7 @@ async def get_prompt_versions( ) async def get_prompt_info( prompt_id: str, + environment: Optional[str] = None, user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), ): """ @@ -503,6 +584,7 @@ async def get_prompt_info( ``` """ from litellm.proxy.prompts.prompt_registry import IN_MEMORY_PROMPT_REGISTRY + from litellm.proxy.proxy_server import prisma_client ## CHECK IF USER HAS ACCESS TO PROMPT prompts: Optional[List[str]] = None @@ -523,68 +605,80 @@ async def get_prompt_info( detail=f"You are not authorized to access this prompt. Your role - {user_api_key_dict.user_role}, Your key's prompts - {prompts}", ) - # Try to get prompt directly first - prompt_spec = IN_MEMORY_PROMPT_REGISTRY.get_prompt_by_id(prompt_id) + base_prompt_id = get_base_prompt_id(prompt_id=prompt_id) - # If not found, try to find the latest version - if prompt_spec is None: - latest_prompt_id = get_latest_version_prompt_id( - prompt_id=prompt_id, - all_prompt_ids=IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS, + # Query all environments this prompt exists in (lightweight: distinct on environment) + all_environments: List[str] = [] + if prisma_client is not None: + all_prompt_rows = await prisma_client.db.litellm_prompttable.find_many( + where={"prompt_id": base_prompt_id}, + distinct=["environment"], ) - prompt_spec = IN_MEMORY_PROMPT_REGISTRY.get_prompt_by_id(latest_prompt_id) + all_environments = sorted( + set(row.environment for row in all_prompt_rows if row.environment) + ) + + # If environment is specified, find the version in that environment from DB + # If prompt_id has a version suffix (e.g., "testprompt.v2"), fetch that specific version + # Otherwise fetch the latest version in that environment + prompt_spec = None + requested_version = ( + get_version_number(prompt_id=prompt_id) if prompt_id != base_prompt_id else None + ) + if environment and prisma_client is not None: + where_clause: Dict[str, Any] = { + "prompt_id": base_prompt_id, + "environment": environment, + } + if requested_version is not None: + where_clause["version"] = requested_version + env_prompts = await prisma_client.db.litellm_prompttable.find_many( + where=where_clause, + order={"version": "desc"}, + take=1, + ) + if env_prompts: + prompt_spec = create_versioned_prompt_spec(db_prompt=env_prompts[0]) + + # Fallback: use in-memory registry (no environment filter) + if prompt_spec is None and environment is None: + prompt_spec = IN_MEMORY_PROMPT_REGISTRY.get_prompt_by_id(prompt_id) + if prompt_spec is None: + latest_prompt_id = get_latest_version_prompt_id( + prompt_id=prompt_id, + all_prompt_ids=IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS, + ) + prompt_spec = IN_MEMORY_PROMPT_REGISTRY.get_prompt_by_id(latest_prompt_id) if prompt_spec is None: - raise HTTPException(status_code=400, detail=f"Prompt {prompt_id} not found") + raise HTTPException( + status_code=400, + detail=f"Prompt {prompt_id} not found" + + (f" in environment {environment}" if environment else ""), + ) # Extract version number from the prompt_id version_number = get_version_number(prompt_id=prompt_spec.prompt_id) # Create a copy of the prompt spec with the base prompt ID (stripped of version) - # and explicit version field for consistency with list_prompts and versions endpoints prompt_spec_response = PromptSpec( prompt_id=get_base_prompt_id(prompt_id=prompt_spec.prompt_id), - litellm_params=prompt_spec.litellm_params, # This preserves the versioned ID + litellm_params=prompt_spec.litellm_params, prompt_info=prompt_spec.prompt_info, created_at=prompt_spec.created_at, updated_at=prompt_spec.updated_at, - version=version_number, # Explicit version field + version=version_number, + environment=prompt_spec.environment, + created_by=prompt_spec.created_by, ) - # Get prompt content from the callback - prompt_template: Optional[PromptTemplateBase] = None - try: - prompt_callback = IN_MEMORY_PROMPT_REGISTRY.get_prompt_callback_by_id( - prompt_spec.prompt_id - ) - if prompt_callback is not None: - # Extract content based on integration type - integration_name = prompt_callback.integration_name + # Get prompt content + prompt_template = _get_prompt_template(prompt_spec, base_prompt_id) - if integration_name == "dotprompt": - # For dotprompt integration, get content from the prompt manager - from litellm.integrations.dotprompt.dotprompt_manager import ( - DotpromptManager, - ) - - if isinstance(prompt_callback, DotpromptManager): - template = prompt_callback.prompt_manager.get_all_prompts_as_json() - if template is not None and len(template) == 1: - template_id = list(template.keys())[0] - prompt_template = PromptTemplateBase( - litellm_prompt_id=template_id, # id sent to prompt management tool - content=template[template_id]["content"], - metadata=template[template_id]["metadata"], - ) - - except Exception: - # If content extraction fails, continue without content - pass - - # Create response with content return PromptInfoResponse( prompt_spec=prompt_spec_response, raw_prompt_template=prompt_template, + environments=all_environments, ) @@ -641,9 +735,18 @@ async def create_prompt( ) try: + # Extract environment from request + environment = ( + request.prompt_info.environment + if request.prompt_info and request.prompt_info.environment + else "development" + ) + # Get next version number new_version = await get_next_version_for_prompt( - prisma_client=prisma_client, prompt_id=request.prompt_id + prisma_client=prisma_client, + prompt_id=request.prompt_id, + environment=environment, ) # Store prompt in db with version @@ -651,6 +754,8 @@ async def create_prompt( data={ "prompt_id": request.prompt_id, "version": new_version, + "environment": environment, + "created_by": user_api_key_dict.user_id, "litellm_params": request.litellm_params.model_dump_json(), "prompt_info": ( request.prompt_info.model_dump_json() @@ -733,14 +838,22 @@ async def update_prompt( # Strip version suffix from prompt_id if present (e.g., "jack_success.v1" -> "jack_success") base_prompt_id = get_base_prompt_id(prompt_id=prompt_id) - # Check if any version exists + # Extract environment from request + environment = ( + request.prompt_info.environment + if request.prompt_info and request.prompt_info.environment + else "development" + ) + + # Check if any version of this prompt exists (in any environment) existing_prompts = await prisma_client.db.litellm_prompttable.find_many( where={"prompt_id": base_prompt_id} ) if not existing_prompts: raise HTTPException( - status_code=404, detail=f"Prompt with ID {base_prompt_id} not found" + status_code=404, + detail=f"Prompt with ID {base_prompt_id} not found", ) # Check if it's a config prompt @@ -756,7 +869,9 @@ async def update_prompt( # Get next version number (UPDATE creates a new version) new_version = await get_next_version_for_prompt( - prisma_client=prisma_client, prompt_id=base_prompt_id + prisma_client=prisma_client, + prompt_id=base_prompt_id, + environment=environment, ) # Store new version in db @@ -764,6 +879,8 @@ async def update_prompt( data={ "prompt_id": base_prompt_id, "version": new_version, + "environment": environment, + "created_by": user_api_key_dict.user_id, "litellm_params": request.litellm_params.model_dump_json(), "prompt_info": ( request.prompt_info.model_dump_json() @@ -800,6 +917,7 @@ async def update_prompt( ) async def delete_prompt( prompt_id: str, + environment: Optional[str] = None, user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), ): """ @@ -867,15 +985,31 @@ async def delete_prompt( # Get the base prompt ID (without version suffix) for database deletion base_prompt_id = get_base_prompt_id(prompt_id=prompt_id) - # Delete all versions of the prompt from the database - await prisma_client.db.litellm_prompttable.delete_many( - where={"prompt_id": base_prompt_id} - ) + # Build delete filter; scope to environment if provided + delete_where: Dict[str, Any] = {"prompt_id": base_prompt_id} + if environment: + delete_where["environment"] = environment - # Remove all versions of the prompt from memory - IN_MEMORY_PROMPT_REGISTRY.delete_prompts_by_base_id(base_prompt_id) + # Delete versions from the database (scoped to environment if provided) + await prisma_client.db.litellm_prompttable.delete_many(where=delete_where) - return {"message": f"Prompt {base_prompt_id} deleted successfully"} + # Remove matching prompts from memory — scope to environment if provided + if environment: + prompts_to_delete = [ + pid + for pid, prompt in IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS.items() + if get_base_prompt_id(prompt_id=pid) == base_prompt_id + and prompt.environment == environment + ] + for pid in prompts_to_delete: + del IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS[pid] + if pid in IN_MEMORY_PROMPT_REGISTRY.prompt_id_to_custom_prompt: + del IN_MEMORY_PROMPT_REGISTRY.prompt_id_to_custom_prompt[pid] + else: + IN_MEMORY_PROMPT_REGISTRY.delete_prompts_by_base_id(base_prompt_id) + + env_msg = f" from {environment}" if environment else "" + return {"message": f"Prompt {base_prompt_id} deleted successfully{env_msg}"} except HTTPException as e: raise e @@ -884,6 +1018,22 @@ async def delete_prompt( raise HTTPException(status_code=500, detail=str(e)) +def _reload_prompt_in_registry( + registry: Any, versioned_id: str, updated_prompt_spec: PromptSpec +) -> PromptSpec: + """Remove stale entry and re-initialize the prompt in the in-memory registry.""" + if versioned_id in registry.IN_MEMORY_PROMPTS: + del registry.IN_MEMORY_PROMPTS[versioned_id] + if versioned_id in registry.prompt_id_to_custom_prompt: + del registry.prompt_id_to_custom_prompt[versioned_id] + initialized = registry.initialize_prompt( + prompt=updated_prompt_spec, config_file_path=None + ) + if initialized is None: + raise HTTPException(status_code=500, detail="Failed to patch prompt") + return initialized + + @router.patch( "/prompts/{prompt_id}", tags=["Prompt Management"], @@ -892,6 +1042,7 @@ async def delete_prompt( async def patch_prompt( prompt_id: str, request: PatchPromptRequest, + environment: Optional[str] = None, user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), ): """ @@ -935,61 +1086,93 @@ async def patch_prompt( ) try: - # Check if prompt exists and get current data - existing_prompt = IN_MEMORY_PROMPT_REGISTRY.get_prompt_by_id(prompt_id) - if existing_prompt is None: + # Resolve the target row: find the latest version in the given environment + base_prompt_id = get_base_prompt_id(prompt_id=prompt_id) + env = environment or "development" + requested_version = ( + get_version_number(prompt_id=prompt_id) + if prompt_id != base_prompt_id + else None + ) + + # Build query to find the exact row by composite unique key + find_where: Dict[str, Any] = { + "prompt_id": base_prompt_id, + "environment": env, + } + if requested_version is not None: + find_where["version"] = requested_version + + db_rows = await prisma_client.db.litellm_prompttable.find_many( + where=find_where, + order={"version": "desc"}, + take=1, + ) + if not db_rows: raise HTTPException( - status_code=404, detail=f"Prompt with ID {prompt_id} not found" + status_code=404, + detail=f"Prompt with ID {base_prompt_id} not found in environment {env}", ) - if existing_prompt.prompt_info.prompt_type == "config": + target_row = db_rows[0] + + # Check if prompt exists in memory + versioned_id = f"{base_prompt_id}.v{target_row.version}" + existing_prompt = IN_MEMORY_PROMPT_REGISTRY.get_prompt_by_id(versioned_id) + + if existing_prompt and existing_prompt.prompt_info.prompt_type == "config": raise HTTPException( status_code=400, detail="Cannot update config prompts.", ) + # Use existing prompt from memory or build from DB row for field merging + if existing_prompt: + current_litellm_params = existing_prompt.litellm_params + current_prompt_info = existing_prompt.prompt_info + else: + current_spec = create_versioned_prompt_spec(db_prompt=target_row) + current_litellm_params = current_spec.litellm_params + current_prompt_info = current_spec.prompt_info + # Update fields if provided updated_litellm_params = ( request.litellm_params if request.litellm_params is not None - else existing_prompt.litellm_params + else current_litellm_params ) updated_prompt_info = ( request.prompt_info if request.prompt_info is not None - else existing_prompt.prompt_info + else current_prompt_info ) # Ensure we have valid litellm_params if updated_litellm_params is None: raise HTTPException(status_code=400, detail="litellm_params cannot be None") - # Create updated prompt spec - cast to satisfy typing + # Build update data dict + update_data: Dict[str, Any] = { + "litellm_params": updated_litellm_params.model_dump_json(), + "prompt_info": updated_prompt_info.model_dump_json(), + } + if user_api_key_dict.user_id: + update_data["created_by"] = user_api_key_dict.user_id + + # Update by primary key (id) to target exactly one row updated_prompt_db_entry = await prisma_client.db.litellm_prompttable.update( - where={"prompt_id": prompt_id}, - data={ - "litellm_params": updated_litellm_params.model_dump_json(), - "prompt_info": updated_prompt_info.model_dump_json(), - }, + where={"id": target_row.id}, + data=update_data, ) - updated_prompt_spec = PromptSpec(**updated_prompt_db_entry.model_dump()) - - # Remove the old prompt from memory - del IN_MEMORY_PROMPT_REGISTRY.IN_MEMORY_PROMPTS[prompt_id] - if prompt_id in IN_MEMORY_PROMPT_REGISTRY.prompt_id_to_custom_prompt: - del IN_MEMORY_PROMPT_REGISTRY.prompt_id_to_custom_prompt[prompt_id] - - # Initialize the updated prompt - initialized_prompt = IN_MEMORY_PROMPT_REGISTRY.initialize_prompt( - prompt=updated_prompt_spec, config_file_path=None + updated_prompt_spec = create_versioned_prompt_spec( + db_prompt=updated_prompt_db_entry ) - if initialized_prompt is None: - raise HTTPException(status_code=500, detail="Failed to patch prompt") - - return initialized_prompt + return _reload_prompt_in_registry( + IN_MEMORY_PROMPT_REGISTRY, versioned_id, updated_prompt_spec + ) except HTTPException as e: raise e diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index d83e3500ebe..8a122a13506 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -690,7 +690,7 @@ _description = ( def cleanup_router_config_variables(): - global master_key, user_config_file_path, otel_logging, user_custom_auth, user_custom_auth_path, user_custom_key_generate, user_custom_sso, user_custom_ui_sso_sign_in_handler, use_background_health_checks, use_shared_health_check, health_check_interval, health_check_concurrency, prisma_client + global master_key, user_config_file_path, otel_logging, user_custom_auth, user_custom_auth_path, user_custom_key_generate, user_custom_key_update, user_custom_sso, user_custom_ui_sso_sign_in_handler, use_background_health_checks, use_shared_health_check, health_check_interval, health_check_concurrency, prisma_client # Set all variables to None master_key = None @@ -699,6 +699,7 @@ def cleanup_router_config_variables(): user_custom_auth = None user_custom_auth_path = None user_custom_key_generate = None + user_custom_key_update = None user_custom_sso = None user_custom_ui_sso_sign_in_handler = None use_background_health_checks = None @@ -709,7 +710,7 @@ def cleanup_router_config_variables(): async def proxy_shutdown_event(): - global prisma_client, master_key, user_custom_auth, user_custom_key_generate + global prisma_client, master_key, user_custom_auth, user_custom_key_generate, user_custom_key_update verbose_proxy_logger.info("Shutting down LiteLLM Proxy Server") if prisma_client: verbose_proxy_logger.debug("Disconnecting from Prisma") @@ -1564,6 +1565,7 @@ user_custom_key_generate = None # Tests that need to reset it can patch 'litellm.proxy.proxy_server._pkce_no_redis_warning_emitted'. _pkce_no_redis_warning_emitted: bool = False _cp_no_redis_warning_emitted: bool = False +user_custom_key_update = None user_custom_sso = None user_custom_ui_sso_sign_in_handler = None use_background_health_checks = None @@ -2935,7 +2937,7 @@ class ProxyConfig: """ Load config values into proxy global state """ - global master_key, user_config_file_path, otel_logging, user_custom_auth, user_custom_auth_path, user_custom_key_generate, user_custom_sso, user_custom_ui_sso_sign_in_handler, use_background_health_checks, use_shared_health_check, health_check_interval, health_check_concurrency, use_queue, proxy_budget_rescheduler_max_time, proxy_budget_rescheduler_min_time, ui_access_mode, litellm_master_key_hash, proxy_batch_write_at, disable_spend_logs, prompt_injection_detection_obj, redis_usage_cache, store_model_in_db, premium_user, open_telemetry_logger, health_check_details, proxy_batch_polling_interval, config_passthrough_endpoints + global master_key, user_config_file_path, otel_logging, user_custom_auth, user_custom_auth_path, user_custom_key_generate, user_custom_key_update, user_custom_sso, user_custom_ui_sso_sign_in_handler, use_background_health_checks, use_shared_health_check, health_check_interval, health_check_concurrency, use_queue, proxy_budget_rescheduler_max_time, proxy_budget_rescheduler_min_time, ui_access_mode, litellm_master_key_hash, proxy_batch_write_at, disable_spend_logs, prompt_injection_detection_obj, redis_usage_cache, store_model_in_db, premium_user, open_telemetry_logger, health_check_details, proxy_batch_polling_interval, config_passthrough_endpoints config: dict = await self.get_config(config_file_path=config_file_path) @@ -3356,6 +3358,12 @@ class ProxyConfig: value=custom_key_generate, config_file_path=config_file_path ) + custom_key_update = general_settings.get("custom_key_update", None) + if custom_key_update is not None: + user_custom_key_update = get_instance_fn( + value=custom_key_update, config_file_path=config_file_path + ) + custom_sso = general_settings.get("custom_sso", None) if custom_sso is not None: user_custom_sso = get_instance_fn( diff --git a/litellm/proxy/schema.prisma b/litellm/proxy/schema.prisma index 46be6b31e1f..5d804d75b6a 100644 --- a/litellm/proxy/schema.prisma +++ b/litellm/proxy/schema.prisma @@ -1002,12 +1002,15 @@ model LiteLLM_PromptTable { id String @id @default(uuid()) prompt_id String version Int @default(1) + environment String @default("development") + created_by String? litellm_params Json prompt_info Json? created_at DateTime @default(now()) updated_at DateTime @updatedAt - @@unique([prompt_id, version]) + @@unique([prompt_id, version, environment]) + @@index([prompt_id, environment]) @@index([prompt_id]) } diff --git a/litellm/types/prompts/init_prompts.py b/litellm/types/prompts/init_prompts.py index 2d9f807bc26..838271a2f31 100644 --- a/litellm/types/prompts/init_prompts.py +++ b/litellm/types/prompts/init_prompts.py @@ -17,6 +17,7 @@ class SupportedPromptIntegrations(str, Enum): class PromptInfo(BaseModel): prompt_type: Literal["config", "db"] + environment: Optional[str] = "development" model_config = ConfigDict(extra="allow", protected_namespaces=()) @@ -48,6 +49,8 @@ class PromptSpec(BaseModel): created_at: Optional[datetime] = None updated_at: Optional[datetime] = None version: Optional[int] = None # Version number for version history + environment: Optional[str] = "development" + created_by: Optional[str] = None def __init__(self, **data): if "prompt_info" not in data: @@ -70,6 +73,9 @@ class PromptTemplateBase(BaseModel): class PromptInfoResponse(BaseModel): prompt_spec: PromptSpec raw_prompt_template: Optional[PromptTemplateBase] = None + environments: Optional[ + List[str] + ] = None # All environments this prompt is deployed to class ListPromptsResponse(BaseModel): diff --git a/litellm/utils.py b/litellm/utils.py index e2dac1c9f62..37bc35af299 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -9030,11 +9030,11 @@ class ProviderConfigManager: return get_stability_image_edit_config(model) elif LlmProviders.BEDROCK == provider: - from litellm.llms.bedrock.image_edit.stability_transformation import ( - BedrockStabilityImageEditConfig, + from litellm.llms.bedrock.image_edit.amazon_nova_canvas_image_edit_transformation import ( + get_bedrock_image_edit_config_for_model, ) - return BedrockStabilityImageEditConfig() + return get_bedrock_image_edit_config_for_model(model) elif LlmProviders.OPENROUTER == provider: from litellm.llms.openrouter.image_edit import ( get_openrouter_image_edit_config, diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json index 71918ed049b..35fa2206761 100644 --- a/model_prices_and_context_window.json +++ b/model_prices_and_context_window.json @@ -277,7 +277,15 @@ "litellm_provider": "bedrock", "max_input_tokens": 2600, "mode": "image_generation", - "output_cost_per_image": 0.06 + "output_cost_per_image": 0.06, + "supports_nova_canvas_image_edit": true + }, + "us.amazon.nova-canvas-v1:0": { + "litellm_provider": "bedrock", + "max_input_tokens": 2600, + "mode": "image_generation", + "output_cost_per_image": 0.06, + "supports_nova_canvas_image_edit": true }, "us.writer.palmyra-x4-v1:0": { "input_cost_per_token": 2.5e-06, diff --git a/schema.prisma b/schema.prisma index 46be6b31e1f..5d804d75b6a 100644 --- a/schema.prisma +++ b/schema.prisma @@ -1002,12 +1002,15 @@ model LiteLLM_PromptTable { id String @id @default(uuid()) prompt_id String version Int @default(1) + environment String @default("development") + created_by String? litellm_params Json prompt_info Json? created_at DateTime @default(now()) updated_at DateTime @updatedAt - @@unique([prompt_id, version]) + @@unique([prompt_id, version, environment]) + @@index([prompt_id, environment]) @@index([prompt_id]) } diff --git a/tests/test_litellm/llms/bedrock/image_edit/test_amazon_nova_canvas_image_edit.py b/tests/test_litellm/llms/bedrock/image_edit/test_amazon_nova_canvas_image_edit.py new file mode 100644 index 00000000000..020b8df1276 --- /dev/null +++ b/tests/test_litellm/llms/bedrock/image_edit/test_amazon_nova_canvas_image_edit.py @@ -0,0 +1,657 @@ +"""Unit tests for Bedrock Amazon Nova Canvas image edit (issue #24267).""" + +import base64 +import io +from typing import cast + +import httpx +import pytest + +import litellm +from litellm.llms.bedrock.image_edit.amazon_nova_canvas_image_edit_transformation import ( + BedrockAmazonNovaCanvasImageEditConfig, + get_bedrock_image_edit_config_for_model, +) +from litellm.llms.bedrock.image_edit.handler import BedrockImageEdit +from litellm.llms.bedrock.image_edit.stability_transformation import ( + BedrockStabilityImageEditConfig, +) +from litellm.types.images.main import ImageEditOptionalRequestParams + + +@pytest.fixture(autouse=True) +def ensure_nova_canvas_image_edit_model_cost_flags(monkeypatch): + """Routing uses ``supports_nova_canvas_image_edit`` on ``litellm.model_cost``. + + Full ``model_prices_and_context_window.json`` includes these flags, but CI or + alternate cost maps may omit them—merge minimal entries so tests match production. + """ + from litellm.utils import _invalidate_model_cost_lowercase_map + + for key in ( + "amazon.nova-canvas-v1:0", + "us.amazon.nova-canvas-v1:0", + ): + entry = litellm.model_cost.get(key) or {} + if entry.get("supports_nova_canvas_image_edit") is True: + continue + monkeypatch.setitem( + litellm.model_cost, + key, + { + **entry, + "litellm_provider": entry.get("litellm_provider", "bedrock"), + "mode": entry.get("mode", "image_generation"), + "supports_nova_canvas_image_edit": True, + }, + ) + _invalidate_model_cost_lowercase_map() + + yield + + _invalidate_model_cost_lowercase_map() + + +def test_get_config_class_nova_canvas(): + """Nova Canvas model resolves to BedrockAmazonNovaCanvasImageEditConfig.""" + cls = BedrockImageEdit.get_config_class("amazon.nova-canvas-v1:0") + assert cls is BedrockAmazonNovaCanvasImageEditConfig + + +def test_get_config_class_us_cross_region_nova_canvas(): + """Cross-region inference id us.amazon.nova-canvas-v1:0 maps via model_prices.""" + cls = BedrockImageEdit.get_config_class("us.amazon.nova-canvas-v1:0") + assert cls is BedrockAmazonNovaCanvasImageEditConfig + + +def test_get_config_class_stability_unchanged(): + """Stability edit models still use stability config.""" + cls = BedrockImageEdit.get_config_class( + "stability.stable-image-inpaint-v1:0", + ) + assert cls is BedrockStabilityImageEditConfig + + +def test_provider_config_router_returns_nova_for_canvas(): + """ProviderConfigManager routes Nova Canvas to Nova image-edit config.""" + cfg = get_bedrock_image_edit_config_for_model("amazon.nova-canvas-v1:0") + assert isinstance(cfg, BedrockAmazonNovaCanvasImageEditConfig) + + +def test_provider_config_router_returns_stability_for_sd(): + """Non-Nova Bedrock image edit still uses Stability config.""" + cfg = get_bedrock_image_edit_config_for_model( + "stability.stable-image-inpaint-v1:0", + ) + assert isinstance(cfg, BedrockStabilityImageEditConfig) + + +def test_get_bedrock_helper_matches_handler_get_config_class(): + """Handler and get_bedrock_image_edit_config_for_model must agree.""" + for model in ( + "amazon.nova-canvas-v1:0", + "stability.stable-image-inpaint-v1:0", + ): + handler_cls = BedrockImageEdit.get_config_class(model) + helper_cfg = get_bedrock_image_edit_config_for_model(model) + assert isinstance(helper_cfg, handler_cls) + + +def test_get_config_class_unknown_bedrock_image_model_raises(): + with pytest.raises(ValueError, match="Unsupported Bedrock image-edit model"): + BedrockImageEdit.get_config_class("amazon.titan-image-generator-v1") + + +def test_get_bedrock_image_edit_config_unknown_raises(): + with pytest.raises(ValueError, match="Unsupported Bedrock image-edit model"): + get_bedrock_image_edit_config_for_model("amazon.titan-image-generator-v1") + + +def test_provider_config_manager_bedrock_nova_canvas(): + """ProviderConfigManager.get_provider_image_edit_config matches handler routing.""" + from litellm.utils import ProviderConfigManager + + cfg = ProviderConfigManager.get_provider_image_edit_config( + "amazon.nova-canvas-v1:0", + litellm.LlmProviders.BEDROCK, + ) + assert isinstance(cfg, BedrockAmazonNovaCanvasImageEditConfig) + + +def test_provider_config_manager_bedrock_stability_inpaint(): + """ProviderConfigManager returns Stability config for Stability edit models.""" + from litellm.utils import ProviderConfigManager + + cfg = ProviderConfigManager.get_provider_image_edit_config( + "stability.stable-image-inpaint-v1:0", + litellm.LlmProviders.BEDROCK, + ) + assert isinstance(cfg, BedrockStabilityImageEditConfig) + + +def test_provider_config_manager_bedrock_unknown_raises(): + from litellm.utils import ProviderConfigManager + + with pytest.raises(ValueError, match="Unsupported Bedrock image-edit model"): + ProviderConfigManager.get_provider_image_edit_config( + "amazon.titan-image-generator-v1", + litellm.LlmProviders.BEDROCK, + ) + + +def test_provider_config_manager_bedrock_dispatches_to_nova_transform_outpainting(): + """ + Full dispatch: utils.ProviderConfigManager -> get_bedrock_image_edit_config_for_model + -> Nova config.transform_image_edit_request (not only direct helper calls). + """ + from litellm.utils import ProviderConfigManager + + cfg = ProviderConfigManager.get_provider_image_edit_config( + "amazon.nova-canvas-v1:0", + litellm.LlmProviders.BEDROCK, + ) + assert cfg is not None + img = io.BytesIO(b"scene") + mask = io.BytesIO(b"mask-bytes") + body, _ = cfg.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="expand left", + image=img, + image_edit_optional_request_params={ + "taskType": "OUTPAINTING", + "mask": mask, + }, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "OUTPAINTING" + assert "maskImage" in body["outPaintingParams"] + + +def test_transform_request_image_variation_without_mask(): + """No mask -> IMAGE_VARIATION with images + text.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + img = io.BytesIO(b"fake-png") + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="make it warmer", + image=img, + image_edit_optional_request_params={}, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "IMAGE_VARIATION" + assert body["imageVariationParams"]["text"] == "make it warmer" + assert len(body["imageVariationParams"]["images"]) == 1 + + +def test_transform_request_image_pathlike_input(tmp_path): + """PathLike image input should be read and base64-encoded.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + image_path = tmp_path / "img.bin" + image_bytes = b"pathlike-image-bytes" + image_path.write_bytes(image_bytes) + + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="pathlike", + image=image_path, + image_edit_optional_request_params={}, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + + assert body["taskType"] == "IMAGE_VARIATION" + assert body["imageVariationParams"]["images"][0] == base64.b64encode( + image_bytes + ).decode("utf-8") + + +def test_transform_request_inpainting_with_mask(): + """Mask present -> INPAINTING with inPaintingParams (AWS field names).""" + config = BedrockAmazonNovaCanvasImageEditConfig() + main = io.BytesIO(b"img-bytes") + mask = io.BytesIO(b"mask-bytes") + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="add a hat", + image=main, + image_edit_optional_request_params={"mask": mask}, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "INPAINTING" + ip = body["inPaintingParams"] + assert ip["text"] == "add a hat" + assert "maskImage" in ip + assert ip["image"] # base64 + + +def test_transform_request_explicit_image_variation_with_mask_honors_task_type(): + """Explicit taskType=IMAGE_VARIATION must not be overridden by mask presence.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + main = io.BytesIO(b"img-bytes") + mask = io.BytesIO(b"mask-bytes") + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="vary style", + image=main, + image_edit_optional_request_params={ + "taskType": "IMAGE_VARIATION", + "mask": mask, + }, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "IMAGE_VARIATION" + assert "imageVariationParams" in body + assert body["imageVariationParams"]["text"] == "vary style" + assert len(body["imageVariationParams"]["images"]) == 1 + + +def test_transform_request_outpainting_with_mask(): + """OUTPAINTING with OpenAI mask -> outPaintingParams.maskImage.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + main = io.BytesIO(b"img") + mask = io.BytesIO(b"mask") + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="extend the sky", + image=main, + image_edit_optional_request_params={ + "taskType": "OUTPAINTING", + "mask": mask, + }, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "OUTPAINTING" + assert "maskImage" in body["outPaintingParams"] + assert body["outPaintingParams"]["text"] == "extend the sky" + + +def test_transform_request_outpainting_with_mask_prompt(): + """OUTPAINTING with maskPrompt only (no binary mask).""" + config = BedrockAmazonNovaCanvasImageEditConfig() + img = io.BytesIO(b"img") + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="new background", + image=img, + image_edit_optional_request_params={ + "taskType": "OUTPAINTING", + "maskPrompt": "the area behind the subject", + }, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "OUTPAINTING" + assert body["outPaintingParams"]["maskPrompt"] == "the area behind the subject" + + +def test_transform_request_outpainting_prefers_mask_prompt_over_binary_mask(): + """OUTPAINTING chooses maskPrompt over maskImage when both are set (_nova_canvas_task_body).""" + config = BedrockAmazonNovaCanvasImageEditConfig() + main = io.BytesIO(b"img") + mask = io.BytesIO(b"mask") + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="extend scene", + image=main, + image_edit_optional_request_params={ + "taskType": "OUTPAINTING", + "mask": mask, + "maskPrompt": "sky region", + }, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "OUTPAINTING" + op = body["outPaintingParams"] + assert op["maskPrompt"] == "sky region" + assert "maskImage" not in op + + +def test_transform_request_outpainting_with_out_painting_mode(): + """OUTPAINTING forwards outPaintingMode into outPaintingParams.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + img = io.BytesIO(b"img") + mask = io.BytesIO(b"m") + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="widen", + image=img, + image_edit_optional_request_params={ + "taskType": "OUTPAINTING", + "mask": mask, + "outPaintingMode": "PRECISE", + }, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "OUTPAINTING" + assert body["outPaintingParams"]["outPaintingMode"] == "PRECISE" + + +def test_get_supported_openai_params_includes_outpainting_fields(): + """Documented OUTPAINTING-related optional params are advertised for routing/UI.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + supported = config.get_supported_openai_params("amazon.nova-canvas-v1:0") + assert "taskType" in supported + assert "maskPrompt" in supported + assert "outPaintingMode" in supported + assert "mask" in supported + + +def test_transform_request_outpainting_without_mask_raises(): + """OUTPAINTING without maskPrompt or maskImage must fail fast with a clear error.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + img = io.BytesIO(b"img") + with pytest.raises( + ValueError, + match="OUTPAINTING requires either a mask image or a mask prompt", + ): + config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="extend", + image=img, + image_edit_optional_request_params={"taskType": "OUTPAINTING"}, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + + +def test_transform_request_inpainting_explicit_task_without_mask_raises(): + """INPAINTING taskType without mask or maskPrompt must fail fast.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + img = io.BytesIO(b"img") + with pytest.raises( + ValueError, match="INPAINTING requires either maskPrompt or maskImage" + ): + config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="fix it", + image=img, + image_edit_optional_request_params={"taskType": "INPAINTING"}, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + + +def test_transform_request_unknown_task_type_raises(): + """Unknown taskType must not silently map to IMAGE_VARIATION or INPAINTING.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + img = io.BytesIO(b"img") + with pytest.raises(ValueError, match="Unsupported Amazon Nova Canvas taskType"): + config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="x", + image=img, + image_edit_optional_request_params={"taskType": "TEXT_IMAGE"}, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + + +def test_transform_request_background_removal(): + """taskType BACKGROUND_REMOVAL builds minimal body.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + img = io.BytesIO(b"x") + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="ignored", + image=img, + image_edit_optional_request_params={"taskType": "BACKGROUND_REMOVAL"}, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "BACKGROUND_REMOVAL" + assert "image" in body["backgroundRemovalParams"] + + +def test_transform_request_background_removal_omits_image_generation_config(): + """AWS Nova Canvas does not allow imageGenerationConfig on BACKGROUND_REMOVAL.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + img = io.BytesIO(b"x") + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="ignored", + image=img, + image_edit_optional_request_params={ + "taskType": "BACKGROUND_REMOVAL", + "size": "512x512", + "seed": 42, + "quality": "standard", + "cfgScale": 7.5, + "n": 2, + }, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "BACKGROUND_REMOVAL" + assert "imageGenerationConfig" not in body + + +def test_transform_request_image_variation_includes_image_generation_config(): + """Non-BACKGROUND_REMOVAL tasks may include imageGenerationConfig when params are set.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + img = io.BytesIO(b"x") + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="warm", + image=img, + image_edit_optional_request_params={"size": "1024x1024", "seed": 1}, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["taskType"] == "IMAGE_VARIATION" + assert "imageGenerationConfig" in body + assert body["imageGenerationConfig"]["width"] == 1024 + assert body["imageGenerationConfig"]["height"] == 1024 + assert body["imageGenerationConfig"]["seed"] == 1 + + +def test_map_openai_params_unknown_quality_not_silently_dropped(): + """Non-Nova quality strings (e.g. OpenAI 'auto') must remain for downstream handling.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + mapped = config.map_openai_params( + cast(ImageEditOptionalRequestParams, {"quality": "auto"}), + model="amazon.nova-canvas-v1:0", + drop_params=False, + ) + assert mapped.get("quality") == "auto" + + +def test_transform_request_unknown_quality_reaches_image_generation_config(): + """Unknown quality after map_openai_params is forwarded so callers are not silently ignored.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + img = io.BytesIO(b"x") + op = config.map_openai_params( + cast(ImageEditOptionalRequestParams, {"quality": "auto"}), + model="amazon.nova-canvas-v1:0", + drop_params=False, + ) + body, _ = config.transform_image_edit_request( + model="amazon.nova-canvas-v1:0", + prompt="x", + image=img, + image_edit_optional_request_params=op, + litellm_params={}, # type: ignore[arg-type] + headers={}, + ) + assert body["imageGenerationConfig"]["quality"] == "auto" + + +def test_is_nova_canvas_image_edit_model_uses_model_cost_flag(monkeypatch): + """Routing uses supports_nova_canvas_image_edit in model_cost, not a hardcoded name substring.""" + fake_id = "amazon.custom-bedrock-image-edit-v99:0" + monkeypatch.setitem( + litellm.model_cost, + fake_id, + { + "litellm_provider": "bedrock", + "mode": "image_generation", + "supports_nova_canvas_image_edit": True, + }, + ) + assert ( + BedrockAmazonNovaCanvasImageEditConfig._is_nova_canvas_image_edit_model(fake_id) + is True + ) + + monkeypatch.setitem( + litellm.model_cost, + "amazon.not-nova-canvas-v1:0", + { + "litellm_provider": "bedrock", + "mode": "image_generation", + }, + ) + assert ( + BedrockAmazonNovaCanvasImageEditConfig._is_nova_canvas_image_edit_model( + "amazon.not-nova-canvas-v1:0" + ) + is False + ) + + # Name-shaped ids do not route without supports_nova_canvas_image_edit (no substring heuristic). + monkeypatch.setitem( + litellm.model_cost, + "amazon.nova-canvas-v2:0", + { + "litellm_provider": "bedrock", + "mode": "image_generation", + }, + ) + assert ( + BedrockAmazonNovaCanvasImageEditConfig._is_nova_canvas_image_edit_model( + "amazon.nova-canvas-v2:0" + ) + is False + ) + + +def test_transform_response_to_openai_format(): + """Response maps images[] to ImageResponse.data b64_json.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + resp = httpx.Response( + 200, + json={"images": ["YmFzZTY0X2E=", "YmFzZTY0X2I="]}, + ) + model_response = config.transform_image_edit_response( + model="amazon.nova-canvas-v1:0", + raw_response=resp, + logging_obj=None, # type: ignore[arg-type] + ) + assert model_response.data is not None + assert len(model_response.data) == 2 + assert model_response.data[0].b64_json == "YmFzZTY0X2E=" + + +def test_transform_response_non_200_raises(): + """HTTP 4xx/5xx with JSON body surfaces a structured error.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + resp = httpx.Response( + 400, + json={"message": "ValidationException: invalid input"}, + ) + with pytest.raises(Exception, match="Nova Canvas image edit error"): + config.transform_image_edit_response( + model="amazon.nova-canvas-v1:0", + raw_response=resp, + logging_obj=None, # type: ignore[arg-type] + ) + + +def test_transform_response_errors_field_raises(): + """Align with Bedrock Stability: top-level ``errors`` in body.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + resp = httpx.Response( + 200, + json={"errors": ["upstream failure"]}, + ) + with pytest.raises(Exception, match="Nova Canvas image edit error"): + config.transform_image_edit_response( + model="amazon.nova-canvas-v1:0", + raw_response=resp, + logging_obj=None, # type: ignore[arg-type] + ) + + +def test_transform_response_allows_errors_field_with_images(): + """Do not treat ``errors`` as fatal when ``images`` is present.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + resp = httpx.Response( + 200, + json={"errors": ["non-fatal warning"], "images": ["YmFzZTY0X2E="]}, + ) + model_response = config.transform_image_edit_response( + model="amazon.nova-canvas-v1:0", + raw_response=resp, + logging_obj=None, # type: ignore[arg-type] + ) + assert model_response.data is not None + assert len(model_response.data) == 1 + assert model_response.data[0].b64_json == "YmFzZTY0X2E=" + + +def test_transform_response_message_or_error_field_raises(): + """API-level error payload when there are no images (status 200).""" + config = BedrockAmazonNovaCanvasImageEditConfig() + resp = httpx.Response( + 200, + json={"message": "ValidationException: task rejected"}, + ) + with pytest.raises(Exception, match="Nova Canvas image edit error"): + config.transform_image_edit_response( + model="amazon.nova-canvas-v1:0", + raw_response=resp, + logging_obj=None, # type: ignore[arg-type] + ) + + +def test_transform_response_allows_informational_message_with_images(): + """Do not treat ``message`` as fatal when ``images`` is present (SDK wrappers).""" + config = BedrockAmazonNovaCanvasImageEditConfig() + resp = httpx.Response( + 200, + json={ + "message": "ok", + "images": ["YmFzZTY0X2E="], + }, + ) + model_response = config.transform_image_edit_response( + model="amazon.nova-canvas-v1:0", + raw_response=resp, + logging_obj=None, # type: ignore[arg-type] + ) + assert model_response.data is not None + assert len(model_response.data) == 1 + assert model_response.data[0].b64_json == "YmFzZTY0X2E=" + + +def test_transform_response_content_filtered_via_error_field(): + """AWS Nova Canvas signals failures (e.g. content filter) via top-level ``error``, not ``finish_reasons``.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + resp = httpx.Response( + 200, + json={"images": [], "error": "CONTENT_FILTERED"}, + ) + with pytest.raises(Exception, match="Nova Canvas image edit error"): + config.transform_image_edit_response( + model="amazon.nova-canvas-v1:0", + raw_response=resp, + logging_obj=None, # type: ignore[arg-type] + ) + + +def test_transform_response_empty_images_without_error_raises(): + """200 with empty ``images`` and no error fields must not return silent empty ImageResponse.""" + config = BedrockAmazonNovaCanvasImageEditConfig() + resp = httpx.Response(200, json={"images": []}) + with pytest.raises(Exception, match="returned no images"): + config.transform_image_edit_response( + model="amazon.nova-canvas-v1:0", + raw_response=resp, + logging_obj=None, # type: ignore[arg-type] + ) diff --git a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py index f69f478278f..ea208007cd6 100644 --- a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py +++ b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py @@ -34,7 +34,9 @@ async def test_bedrock_sse_wrapper_encodes_dict_chunks(): _dummy_stream(), litellm_logging_obj=LiteLLMLoggingObj( model="bedrock/invoke/anthropic.claude-3-sonnet-20240229-v1:0", - messages=[{"role": "user", "content": "Hello, can you tell me a short joke?"}], + messages=[ + {"role": "user", "content": "Hello, can you tell me a short joke?"} + ], stream=True, call_type="chat", start_time=datetime.now(), @@ -58,6 +60,74 @@ async def test_bedrock_sse_wrapper_encodes_dict_chunks(): assert collected[1] == b"raw-bytes" +@pytest.mark.asyncio +async def test_bedrock_sse_wrapper_keeps_usage_in_message_start_and_message_delta(): + """Regression test: usage should be available on both message_start and message_delta SSE events.""" + + cfg = AmazonAnthropicClaudeMessagesConfig() + + async def _dummy_stream(): # type: ignore[return-type] + yield { + "type": "message_start", + "message": { + "id": "msg_123", + "type": "message", + "role": "assistant", + "content": [], + "usage": { + "input_tokens": 3, + "output_tokens": 1, + }, + }, + } + yield { + "type": "message_delta", + "delta": {"stop_reason": "end_turn", "stop_sequence": None}, + "usage": { + "input_tokens": 3, + "output_tokens": 8, + }, + } + yield { + "type": "message_stop", + "usage": { + "input_tokens": 3, + "cache_creation_input_tokens": 1562, + "cache_read_input_tokens": 32392, + }, + } + + collected: list[bytes] = [] + async for chunk in cfg.bedrock_sse_wrapper( + _dummy_stream(), + litellm_logging_obj=LiteLLMLoggingObj( + model="bedrock/invoke/anthropic.claude-3-sonnet-20240229-v1:0", + messages=[{"role": "user", "content": "Hello"}], + stream=True, + call_type="chat", + start_time=datetime.now(), + litellm_call_id="test_bedrock_sse_wrapper_keeps_usage_in_both_events", + function_id="test_bedrock_sse_wrapper_keeps_usage_in_both_events", + ), + request_body={}, + ): + collected.append(chunk) + + start_chunk = next(c for c in collected if b"event: message_start\n" in c) + delta_chunk = next(c for c in collected if b"event: message_delta\n" in c) + + start_json = json.loads(start_chunk.decode("utf-8").split("data: ", 1)[1].strip()) + delta_json = json.loads(delta_chunk.decode("utf-8").split("data: ", 1)[1].strip()) + + assert "usage" in start_json["message"] + assert start_json["message"]["usage"]["input_tokens"] == 3 + + assert "usage" in delta_json + assert delta_json["usage"]["cache_creation_input_tokens"] == 1562 + assert delta_json["usage"]["cache_read_input_tokens"] == 32392 + assert delta_json["usage"]["input_tokens"] == 3 + 1562 + 32392 + + def test_chunk_parser_usage_transformation(): """Ensure Bedrock invocation metrics are transformed to Anthropic usage keys.""" @@ -96,12 +166,9 @@ def test_remove_ttl_from_cache_control(): { "type": "text", "text": "Hello", - "cache_control": { - "type": "ephemeral", - "ttl": "1h" - } + "cache_control": {"type": "ephemeral", "ttl": "1h"}, } - ] + ], } ] } @@ -122,20 +189,14 @@ def test_remove_ttl_from_cache_control(): { "type": "text", "text": "Hello", - "cache_control": { - "type": "ephemeral", - "ttl": "1h" - } + "cache_control": {"type": "ephemeral", "ttl": "1h"}, }, { "type": "text", "text": "World", - "cache_control": { - "type": "ephemeral", - "ttl": "2h" - } - } - ] + "cache_control": {"type": "ephemeral", "ttl": "2h"}, + }, + ], } ] } @@ -156,11 +217,9 @@ def test_remove_ttl_from_cache_control(): { "type": "text", "text": "Hello", - "cache_control": { - "type": "ephemeral" - } + "cache_control": {"type": "ephemeral"}, } - ] + ], } ] } @@ -232,6 +291,7 @@ def test_remove_custom_field_from_tools(): remove_custom_field_from_tools(request4) assert request4["tools"] is None + def test_remove_scope_from_cache_control(): """Ensure scope field is removed from cache_control for Bedrock (not supported).""" @@ -303,9 +363,9 @@ def test_bedrock_messages_strips_output_config(): headers={}, ) - assert "output_config" not in result, ( - "output_config should be stripped — Bedrock Invoke rejects it" - ) + assert ( + "output_config" not in result + ), "output_config should be stripped — Bedrock Invoke rejects it" # Other params should be preserved assert result.get("max_tokens") == 4096 diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_model_armor.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_model_armor.py index 97ca55073df..7bd87ed05d7 100644 --- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_model_armor.py +++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_model_armor.py @@ -572,7 +572,7 @@ async def test_model_armor_streaming_block_yields_sse_error(): assert len(result_chunks) == 1 error_data = json.loads(result_chunks[0].removeprefix("data: ")) assert "error" in error_data - assert error_data["error"]["code"] == 400 + assert int(error_data["error"]["code"]) == 400 @pytest.mark.asyncio diff --git a/tests/test_litellm/proxy/hooks/test_proxy_track_cost_callback.py b/tests/test_litellm/proxy/hooks/test_proxy_track_cost_callback.py index d269a9531fd..d35dbb87a1a 100644 --- a/tests/test_litellm/proxy/hooks/test_proxy_track_cost_callback.py +++ b/tests/test_litellm/proxy/hooks/test_proxy_track_cost_callback.py @@ -479,3 +479,67 @@ async def test_track_cost_callback_skips_for_falsy_model_and_no_slo(model_value) ) mock_proxy_logging.failed_tracking_alert.assert_not_called() + + +@pytest.mark.asyncio +async def test_async_post_call_failure_hook_uses_actual_start_time(): + """ + Verify that failed requests record the actual request start time + instead of datetime.now(), so the spend log shows the real duration. + + Previously both start_time and end_time were set to datetime.now() + at failure-logging time, resulting in duration=0 for all failures. + """ + from datetime import timedelta + + logger = _ProxyDBLogger() + + user_api_key_dict = UserAPIKeyAuth( + api_key="test_api_key", + user_id="test_user_id", + team_id="test_team_id", + org_id="test_org_id", + end_user_id="test_end_user_id", + ) + + # Simulate a request that started 60 seconds ago + simulated_start = datetime.now() - timedelta(seconds=60) + + mock_logging_obj = MagicMock() + mock_logging_obj.start_time = simulated_start + mock_logging_obj.model_call_details = {} + mock_logging_obj.litellm_trace_id = None + + request_data = { + "model": "gpt-4", + "messages": [{"role": "user", "content": "Hello"}], + "metadata": {}, + "proxy_server_request": {}, + "litellm_logging_obj": mock_logging_obj, + } + + original_exception = Exception("Timeout error") + + with patch( + "litellm.proxy.db.db_spend_update_writer.DBSpendUpdateWriter.update_database", + new_callable=AsyncMock, + ) as mock_update_database: + await logger.async_post_call_failure_hook( + request_data=request_data, + original_exception=original_exception, + user_api_key_dict=user_api_key_dict, + ) + + mock_update_database.assert_called_once() + call_args = mock_update_database.call_args[1] + + # start_time should be the simulated start, not datetime.now() + assert call_args["start_time"] == simulated_start + + # end_time should be close to now (within a few seconds) + time_diff = (datetime.now() - call_args["end_time"]).total_seconds() + assert time_diff < 5, f"end_time should be close to now, was {time_diff}s ago" + + # Duration should be approximately 60 seconds, not 0 + duration = (call_args["end_time"] - call_args["start_time"]).total_seconds() + assert duration >= 55, f"Duration should be ~60s, got {duration}s" diff --git a/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py index 0ff276953c6..72092a97f5b 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py @@ -33,6 +33,7 @@ from litellm.proxy.management_endpoints.key_management_endpoints import ( _check_org_key_limits, _check_team_key_limits, _common_key_generation_helper, + _enforce_upperbound_key_params, _get_and_validate_existing_key, _list_key_helper, _persist_deleted_verification_tokens, @@ -8435,3 +8436,146 @@ class TestKeyAliasSkipValidationOnUnchanged: # None alias should always pass _validate_key_alias_format(None) + + +# --- Tests: _enforce_upperbound_key_params --- + + +def test_enforce_upperbound_rejects_over_limit_on_generate(): + """Test that key generation is rejected when values exceed upperbound.""" + import litellm + from litellm.types.proxy.management_endpoints.ui_sso import ( + LiteLLM_UpperboundKeyGenerateParams, + ) + + original = litellm.upperbound_key_generate_params + try: + litellm.upperbound_key_generate_params = LiteLLM_UpperboundKeyGenerateParams( + tpm_limit=1000, rpm_limit=100, max_budget=10.0 + ) + data = GenerateKeyRequest(tpm_limit=5000) + with pytest.raises(HTTPException) as exc_info: + _enforce_upperbound_key_params(data, fill_defaults=True) + assert exc_info.value.status_code == 400 + assert "tpm_limit" in str(exc_info.value.detail) + finally: + litellm.upperbound_key_generate_params = original + + +def test_enforce_upperbound_fills_defaults_on_generate(): + """Test that None values are filled with upperbound defaults during generation.""" + import litellm + from litellm.types.proxy.management_endpoints.ui_sso import ( + LiteLLM_UpperboundKeyGenerateParams, + ) + + original = litellm.upperbound_key_generate_params + try: + litellm.upperbound_key_generate_params = LiteLLM_UpperboundKeyGenerateParams( + tpm_limit=1000, rpm_limit=100 + ) + data = GenerateKeyRequest() # tpm_limit=None, rpm_limit=None + _enforce_upperbound_key_params(data, fill_defaults=True) + assert data.tpm_limit == 1000 + assert data.rpm_limit == 100 + finally: + litellm.upperbound_key_generate_params = original + + +def test_enforce_upperbound_skips_none_on_update(): + """Test that None values are NOT filled during update (fill_defaults=False).""" + import litellm + from litellm.types.proxy.management_endpoints.ui_sso import ( + LiteLLM_UpperboundKeyGenerateParams, + ) + + original = litellm.upperbound_key_generate_params + try: + litellm.upperbound_key_generate_params = LiteLLM_UpperboundKeyGenerateParams( + tpm_limit=1000, rpm_limit=100 + ) + data = UpdateKeyRequest(key="sk-test") # tpm_limit=None, rpm_limit=None + _enforce_upperbound_key_params(data, fill_defaults=False) + assert data.tpm_limit is None # should NOT be filled + assert data.rpm_limit is None # should NOT be filled + finally: + litellm.upperbound_key_generate_params = original + + +def test_enforce_upperbound_rejects_over_limit_on_update(): + """Test that key update is rejected when values exceed upperbound.""" + import litellm + from litellm.types.proxy.management_endpoints.ui_sso import ( + LiteLLM_UpperboundKeyGenerateParams, + ) + + original = litellm.upperbound_key_generate_params + try: + litellm.upperbound_key_generate_params = LiteLLM_UpperboundKeyGenerateParams( + tpm_limit=1000, rpm_limit=100, max_budget=10.0 + ) + data = UpdateKeyRequest(key="sk-test", tpm_limit=5000) + with pytest.raises(HTTPException) as exc_info: + _enforce_upperbound_key_params(data, fill_defaults=False) + assert exc_info.value.status_code == 400 + assert "tpm_limit" in str(exc_info.value.detail) + finally: + litellm.upperbound_key_generate_params = original + + +def test_enforce_upperbound_allows_within_limit_on_update(): + """Test that key update passes when values are within upperbound.""" + import litellm + from litellm.types.proxy.management_endpoints.ui_sso import ( + LiteLLM_UpperboundKeyGenerateParams, + ) + + original = litellm.upperbound_key_generate_params + try: + litellm.upperbound_key_generate_params = LiteLLM_UpperboundKeyGenerateParams( + tpm_limit=1000, rpm_limit=100, max_budget=10.0 + ) + data = UpdateKeyRequest(key="sk-test", tpm_limit=500, rpm_limit=50, max_budget=5.0) + _enforce_upperbound_key_params(data, fill_defaults=False) + # Should not raise + assert data.tpm_limit == 500 + assert data.rpm_limit == 50 + assert data.max_budget == 5.0 + finally: + litellm.upperbound_key_generate_params = original + + +def test_enforce_upperbound_duration_over_limit(): + """Test that duration exceeding upperbound is rejected.""" + import litellm + from litellm.types.proxy.management_endpoints.ui_sso import ( + LiteLLM_UpperboundKeyGenerateParams, + ) + + original = litellm.upperbound_key_generate_params + try: + litellm.upperbound_key_generate_params = LiteLLM_UpperboundKeyGenerateParams( + duration="7d" + ) + data = UpdateKeyRequest(key="sk-test", duration="30d") + with pytest.raises(HTTPException) as exc_info: + _enforce_upperbound_key_params(data, fill_defaults=False) + assert exc_info.value.status_code == 400 + assert "duration" in str(exc_info.value.detail) + finally: + litellm.upperbound_key_generate_params = original + + +def test_enforce_upperbound_no_config_is_noop(): + """Test that no enforcement happens when upperbound params are not configured.""" + import litellm + + original = litellm.upperbound_key_generate_params + try: + litellm.upperbound_key_generate_params = None + data = UpdateKeyRequest(key="sk-test", tpm_limit=999999) + _enforce_upperbound_key_params(data, fill_defaults=False) + # Should not raise — no enforcement configured + assert data.tpm_limit == 999999 + finally: + litellm.upperbound_key_generate_params = original diff --git a/tests/test_litellm/proxy/prompts/test_prompt_environment.py b/tests/test_litellm/proxy/prompts/test_prompt_environment.py new file mode 100644 index 00000000000..ecd89afefbe --- /dev/null +++ b/tests/test_litellm/proxy/prompts/test_prompt_environment.py @@ -0,0 +1,253 @@ +import json +import pytest +from unittest.mock import MagicMock +from litellm.types.prompts.init_prompts import ( + PromptInfo, + PromptSpec, + PromptLiteLLMParams, +) + + +def test_prompt_info_default_environment(): + """PromptInfo should default environment to 'development'.""" + info = PromptInfo(prompt_type="db") + assert info.environment == "development" + + +def test_prompt_info_custom_environment(): + """PromptInfo should accept a custom environment.""" + info = PromptInfo(prompt_type="db", environment="production") + assert info.environment == "production" + + +def test_prompt_spec_includes_environment_and_created_by(): + """PromptSpec should carry environment and created_by fields.""" + spec = PromptSpec( + prompt_id="test", + litellm_params=PromptLiteLLMParams( + prompt_id="test", prompt_integration="dotprompt" + ), + prompt_info=PromptInfo(prompt_type="db", environment="staging"), + environment="staging", + created_by="user-123", + ) + assert spec.environment == "staging" + assert spec.created_by == "user-123" + + +def test_prompt_spec_default_environment(): + """PromptSpec environment should default to 'development'.""" + spec = PromptSpec( + prompt_id="test", + litellm_params=PromptLiteLLMParams( + prompt_id="test", prompt_integration="dotprompt" + ), + prompt_info=PromptInfo(prompt_type="db"), + ) + assert spec.environment == "development" + assert spec.created_by is None + + +def test_create_versioned_prompt_spec_includes_environment(): + """create_versioned_prompt_spec should populate environment and created_by from DB row.""" + from litellm.proxy.prompts.prompt_endpoints import create_versioned_prompt_spec + + mock_db_prompt = MagicMock() + mock_db_prompt.model_dump.return_value = { + "id": "uuid-123", + "prompt_id": "test_prompt", + "version": 2, + "environment": "staging", + "created_by": "user-456", + "litellm_params": json.dumps( + { + "prompt_id": "test_prompt", + "prompt_integration": "dotprompt", + } + ), + "prompt_info": json.dumps({"prompt_type": "db", "environment": "staging"}), + "created_at": None, + "updated_at": None, + } + spec = create_versioned_prompt_spec(mock_db_prompt) + assert spec.environment == "staging" + assert spec.created_by == "user-456" + assert spec.prompt_id == "test_prompt.v2" + + +@pytest.mark.asyncio +async def test_create_prompt_stores_environment_and_created_by(): + """create_prompt should pass environment and created_by to the DB.""" + from unittest.mock import AsyncMock, patch + from litellm.proxy._types import UserAPIKeyAuth, LitellmUserRoles + from litellm.proxy.prompts.prompt_endpoints import create_prompt, Prompt + + mock_user_auth = UserAPIKeyAuth( + api_key="sk-1234", + user_role=LitellmUserRoles.PROXY_ADMIN, + user_id="user-789", + ) + + mock_prisma_client = MagicMock() + mock_db_entry = MagicMock() + mock_db_entry.model_dump.return_value = { + "id": "uuid-1", + "prompt_id": "my_prompt", + "version": 1, + "environment": "staging", + "created_by": "user-789", + "litellm_params": json.dumps( + { + "prompt_id": "my_prompt", + "prompt_integration": "dotprompt", + } + ), + "prompt_info": json.dumps({"prompt_type": "db", "environment": "staging"}), + "created_at": None, + "updated_at": None, + } + mock_prisma_client.db.litellm_prompttable.create = AsyncMock( + return_value=mock_db_entry + ) + mock_prisma_client.db.litellm_prompttable.find_many = AsyncMock(return_value=[]) + + request = Prompt( + prompt_id="my_prompt", + litellm_params=PromptLiteLLMParams( + prompt_id="my_prompt", prompt_integration="dotprompt" + ), + prompt_info=PromptInfo(prompt_type="db", environment="staging"), + ) + + with patch("litellm.proxy.proxy_server.prisma_client", mock_prisma_client): + with patch( + "litellm.proxy.prompts.prompt_registry.IN_MEMORY_PROMPT_REGISTRY" + ) as mock_registry: + mock_registry.initialize_prompt.return_value = PromptSpec( + prompt_id="my_prompt.v1", + litellm_params=request.litellm_params, + prompt_info=request.prompt_info, + environment="staging", + created_by="user-789", + ) + await create_prompt(request=request, user_api_key_dict=mock_user_auth) + + create_call = mock_prisma_client.db.litellm_prompttable.create.call_args + data = create_call.kwargs["data"] + assert data["environment"] == "staging" + assert data["created_by"] == "user-789" + + +@pytest.mark.asyncio +async def test_update_prompt_stores_environment_and_created_by(): + """update_prompt should pass environment and created_by to new version.""" + from unittest.mock import AsyncMock, patch + from litellm.proxy._types import UserAPIKeyAuth, LitellmUserRoles + from litellm.proxy.prompts.prompt_endpoints import update_prompt, Prompt + + mock_user_auth = UserAPIKeyAuth( + api_key="sk-1234", + user_role=LitellmUserRoles.PROXY_ADMIN, + user_id="user-update", + ) + + mock_prisma_client = MagicMock() + mock_existing = MagicMock() + mock_existing.version = 1 + mock_prisma_client.db.litellm_prompttable.find_many = AsyncMock( + return_value=[mock_existing] + ) + + mock_db_entry = MagicMock() + mock_db_entry.model_dump.return_value = { + "id": "uuid-2", + "prompt_id": "my_prompt", + "version": 2, + "environment": "production", + "created_by": "user-update", + "litellm_params": json.dumps( + { + "prompt_id": "my_prompt", + "prompt_integration": "dotprompt", + } + ), + "prompt_info": json.dumps({"prompt_type": "db", "environment": "production"}), + "created_at": None, + "updated_at": None, + } + mock_prisma_client.db.litellm_prompttable.create = AsyncMock( + return_value=mock_db_entry + ) + + request = Prompt( + prompt_id="my_prompt", + litellm_params=PromptLiteLLMParams( + prompt_id="my_prompt", prompt_integration="dotprompt" + ), + prompt_info=PromptInfo(prompt_type="db", environment="production"), + ) + + with patch("litellm.proxy.proxy_server.prisma_client", mock_prisma_client): + with patch( + "litellm.proxy.prompts.prompt_registry.IN_MEMORY_PROMPT_REGISTRY" + ) as mock_registry: + mock_registry.get_prompt_by_id.return_value = PromptSpec( + prompt_id="my_prompt.v1", + litellm_params=request.litellm_params, + prompt_info=PromptInfo(prompt_type="db"), + ) + mock_registry.initialize_prompt.return_value = PromptSpec( + prompt_id="my_prompt.v2", + litellm_params=request.litellm_params, + prompt_info=request.prompt_info, + environment="production", + created_by="user-update", + ) + await update_prompt( + prompt_id="my_prompt", request=request, user_api_key_dict=mock_user_auth + ) + + create_call = mock_prisma_client.db.litellm_prompttable.create.call_args + data = create_call.kwargs["data"] + assert data["environment"] == "production" + assert data["created_by"] == "user-update" + + +@pytest.mark.asyncio +async def test_delete_prompt_scoped_to_environment(): + """delete_prompt with environment param should scope deletion.""" + from unittest.mock import AsyncMock, patch + from litellm.proxy._types import UserAPIKeyAuth, LitellmUserRoles + from litellm.proxy.prompts.prompt_endpoints import delete_prompt + + mock_user_auth = UserAPIKeyAuth( + api_key="sk-1234", + user_role=LitellmUserRoles.PROXY_ADMIN, + ) + + mock_prisma_client = MagicMock() + mock_prisma_client.db.litellm_prompttable.delete_many = AsyncMock(return_value=None) + + with patch( + "litellm.proxy.prompts.prompt_registry.IN_MEMORY_PROMPT_REGISTRY" + ) as mock_registry: + prompt_spec = PromptSpec( + prompt_id="test_prompt.v1", + litellm_params=PromptLiteLLMParams( + prompt_id="test_prompt", prompt_integration="dotprompt" + ), + prompt_info=PromptInfo(prompt_type="db"), + environment="staging", + ) + mock_registry.get_prompt_by_id.return_value = prompt_spec + + with patch("litellm.proxy.proxy_server.prisma_client", mock_prisma_client): + await delete_prompt( + prompt_id="test_prompt", + user_api_key_dict=mock_user_auth, + environment="staging", + ) + + mock_prisma_client.db.litellm_prompttable.delete_many.assert_called_once_with( + where={"prompt_id": "test_prompt", "environment": "staging"} + ) diff --git a/tests/test_litellm/test_utils.py b/tests/test_litellm/test_utils.py index bdb38ab65f3..50dc3c6c6ec 100644 --- a/tests/test_litellm/test_utils.py +++ b/tests/test_litellm/test_utils.py @@ -752,6 +752,7 @@ def test_aaamodel_prices_and_context_window_json_is_valid(): "supports_file_search": {"type": "boolean"}, "supports_function_calling": {"type": "boolean"}, "supports_image_input": {"type": "boolean"}, + "supports_nova_canvas_image_edit": {"type": "boolean"}, "supports_parallel_function_calling": {"type": "boolean"}, "supports_pdf_input": {"type": "boolean"}, "supports_prompt_caching": {"type": "boolean"}, diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx index 2e8518d00a6..a00441e703b 100644 --- a/ui/litellm-dashboard/src/components/networking.tsx +++ b/ui/litellm-dashboard/src/components/networking.tsx @@ -202,6 +202,7 @@ export interface Model { interface PromptInfo { prompt_type: string; + environment?: string; } export interface PromptSpec { @@ -211,6 +212,8 @@ export interface PromptSpec { created_at?: string; updated_at?: string; version?: number; // Explicit version number for version history + environment?: string; + created_by?: string; } export interface PromptTemplateBase { @@ -222,6 +225,7 @@ export interface PromptTemplateBase { interface PromptInfoResponse { prompt_spec: PromptSpec; raw_prompt_template: PromptTemplateBase | null; + environments?: string[]; } export interface ListPromptsResponse { @@ -6035,9 +6039,15 @@ export const estimateAttachmentImpactCall = async ( } }; -export const getPromptsList = async (accessToken: string): Promise => { +export const getPromptsList = async ( + accessToken: string, + environment?: string, +): Promise => { try { - const url = proxyBaseUrl ? `${proxyBaseUrl}/prompts/list` : `/prompts/list`; + let url = proxyBaseUrl ? `${proxyBaseUrl}/prompts/list` : `/prompts/list`; + if (environment) { + url += `?environment=${encodeURIComponent(environment)}`; + } const response = await fetch(url, { method: "GET", headers: { @@ -6061,9 +6071,12 @@ export const getPromptsList = async (accessToken: string): Promise => { +export const getPromptInfo = async (accessToken: string, promptId: string, environment?: string): Promise => { try { - const url = proxyBaseUrl ? `${proxyBaseUrl}/prompts/${promptId}/info` : `/prompts/${promptId}/info`; + let url = proxyBaseUrl ? `${proxyBaseUrl}/prompts/${promptId}/info` : `/prompts/${promptId}/info`; + if (environment) { + url += `?environment=${encodeURIComponent(environment)}`; + } const response = await fetch(url, { method: "GET", headers: { @@ -6087,9 +6100,12 @@ export const getPromptInfo = async (accessToken: string, promptId: string): Prom } }; -export const getPromptVersions = async (accessToken: string, promptId: string): Promise => { +export const getPromptVersions = async (accessToken: string, promptId: string, environment?: string): Promise => { try { - const url = proxyBaseUrl ? `${proxyBaseUrl}/prompts/${promptId}/versions` : `/prompts/${promptId}/versions`; + let url = proxyBaseUrl ? `${proxyBaseUrl}/prompts/${promptId}/versions` : `/prompts/${promptId}/versions`; + if (environment) { + url += `?environment=${encodeURIComponent(environment)}`; + } const response = await fetch(url, { method: "GET", headers: { diff --git a/ui/litellm-dashboard/src/components/prompts.tsx b/ui/litellm-dashboard/src/components/prompts.tsx index 24df7e78ab0..8e2e9c8b112 100644 --- a/ui/litellm-dashboard/src/components/prompts.tsx +++ b/ui/litellm-dashboard/src/components/prompts.tsx @@ -1,7 +1,7 @@ import React, { useState, useEffect } from "react"; import { Button } from "@tremor/react"; -import { Modal } from "antd"; +import { Modal, Select } from "antd"; import { getPromptsList, PromptSpec, ListPromptsResponse, deletePromptCall } from "./networking"; import PromptTable from "./prompts/prompt_table"; import PromptInfoView from "./prompts/prompt_info"; @@ -18,6 +18,7 @@ interface PromptsProps { const PromptsPanel: React.FC = ({ accessToken, userRole }) => { const [promptsList, setPromptsList] = useState([]); const [isLoading, setIsLoading] = useState(false); + const [selectedEnvironment, setSelectedEnvironment] = useState(undefined); const [selectedPromptId, setSelectedPromptId] = useState(null); const [isAddModalVisible, setIsAddModalVisible] = useState(false); const [showEditorView, setShowEditorView] = useState(false); @@ -34,7 +35,7 @@ const PromptsPanel: React.FC = ({ accessToken, userRole }) => { setIsLoading(true); try { - const response: ListPromptsResponse = await getPromptsList(accessToken); + const response: ListPromptsResponse = await getPromptsList(accessToken, selectedEnvironment); console.log(`prompts: ${JSON.stringify(response)}`); setPromptsList(response.prompts); } catch (error) { @@ -46,7 +47,7 @@ const PromptsPanel: React.FC = ({ accessToken, userRole }) => { useEffect(() => { fetchPrompts(); - }, [accessToken]); + }, [accessToken, selectedEnvironment]); const handlePromptClick = (promptId: string) => { setSelectedPromptId(promptId); @@ -135,13 +136,25 @@ const PromptsPanel: React.FC = ({ accessToken, userRole }) => { <>
- +
+ Draft Unsaved changes
diff --git a/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/index.tsx b/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/index.tsx index b17808df12e..ea49a4b87f4 100644 --- a/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/index.tsx +++ b/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/index.tsx @@ -1,7 +1,7 @@ import React, { useState } from "react"; import ToolModal from "../tool_modal"; import NotificationsManager from "../../molecules/notifications_manager"; -import { createPromptCall, updatePromptCall } from "../../networking"; +import { createPromptCall, updatePromptCall, getPromptInfo } from "../../networking"; import { PromptType, PromptEditorViewProps, Tool } from "./types"; import { convertToDotPrompt, parseExistingPrompt } from "./utils"; import PromptEditorHeader from "./PromptEditorHeader"; @@ -39,6 +39,7 @@ const PromptEditorView: React.FC = ({ onClose, onSuccess, content: "Enter task specifics. Use {{template_variables}} for dynamic inputs", }, ], + environment: "development", }; }; @@ -208,6 +209,7 @@ const PromptEditorView: React.FC = ({ onClose, onSuccess, }, prompt_info: { prompt_type: "db", + environment: prompt.environment, }, }; @@ -273,6 +275,23 @@ const PromptEditorView: React.FC = ({ onClose, onSuccess, promptModel={prompt.model} promptVariables={extractTemplateVariables()} accessToken={accessToken} + environment={prompt.environment} + onEnvironmentChange={async (env) => { + setPrompt({ ...prompt, environment: env }); + if (editMode && accessToken && initialPromptData?.prompt_spec?.prompt_id) { + try { + const response = await getPromptInfo(accessToken, initialPromptData.prompt_spec.prompt_id, env); + if (response?.prompt_spec) { + const loadedPrompt = parseExistingPrompt(response); + setPrompt({ ...loadedPrompt, environment: env }); + const versionNum = response.prompt_spec.version || 1; + setActiveVersionId(`${response.prompt_spec.prompt_id}.v${versionNum}`); + } + } catch { + // No version in this environment yet — keep current content, just change env + } + } + }} />
diff --git a/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/types.ts b/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/types.ts index 4953c9b9437..37e73d0169b 100644 --- a/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/types.ts +++ b/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/types.ts @@ -20,6 +20,7 @@ export interface PromptType { tools: Tool[]; developerMessage: string; messages: Message[]; + environment: string; } export interface PromptEditorViewProps { diff --git a/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/utils.ts b/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/utils.ts index 523470e34d0..a8dd7f60eb1 100644 --- a/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/utils.ts +++ b/ui/litellm-dashboard/src/components/prompts/prompt_editor_view/utils.ts @@ -246,6 +246,7 @@ export const parseExistingPrompt = (apiResponse: any): PromptType => { parsedBody.messages.length > 0 ? parsedBody.messages : [{ role: "user", content: "Enter task specifics. Use {{template_variables}} for dynamic inputs" }], + environment: apiResponse?.prompt_spec?.environment || apiResponse?.prompt_spec?.prompt_info?.environment || "development", }; }; diff --git a/ui/litellm-dashboard/src/components/prompts/prompt_info.tsx b/ui/litellm-dashboard/src/components/prompts/prompt_info.tsx index dec0baa9505..ccc3560b849 100644 --- a/ui/litellm-dashboard/src/components/prompts/prompt_info.tsx +++ b/ui/litellm-dashboard/src/components/prompts/prompt_info.tsx @@ -1,4 +1,4 @@ -import React, { useState, useEffect } from "react"; +import React, { useState, useEffect, useRef } from "react"; import { Card, Title, @@ -11,19 +11,25 @@ import { TabList, TabPanel, TabPanels, + Table, + TableBody, + TableCell, + TableHead, + TableHeaderCell, + TableRow, } from "@tremor/react"; import { Button, Modal } from "antd"; import { ArrowLeftIcon, TrashIcon, PencilIcon } from "@heroicons/react/outline"; -import { getPromptInfo, PromptSpec, PromptTemplateBase, deletePromptCall } from "@/components/networking"; +import { getPromptInfo, getPromptVersions, PromptSpec, PromptTemplateBase, deletePromptCall } from "@/components/networking"; import { copyToClipboard as utilCopyToClipboard } from "@/utils/dataUtils"; import { CheckIcon, CopyIcon } from "lucide-react"; import NotificationsManager from "../molecules/notifications_manager"; import PromptCodeSnippets from "./prompt_editor_view/PromptCodeSnippets"; -import { - extractModel, - extractTemplateVariables, - getBasePromptId, - getCurrentVersion +import { + extractModel, + extractTemplateVariables, + getBasePromptId, + getCurrentVersion } from "./prompt_utils"; export interface PromptInfoProps { @@ -44,14 +50,31 @@ const PromptInfoView: React.FC = ({ promptId, onClose, accessTo const [showDeleteConfirm, setShowDeleteConfirm] = useState(false); const [isDeleting, setIsDeleting] = useState(false); - const fetchPromptInfo = async () => { + // Environment and version state + const [environments, setEnvironments] = useState([]); + const [selectedEnv, setSelectedEnv] = useState(null); + const [versionHistory, setVersionHistory] = useState([]); + const [selectedVersion, setSelectedVersion] = useState(null); + const [loadingVersions, setLoadingVersions] = useState(false); + + // Initial fetch — no environment filter, gets default + all environments list + const fetchPromptInfo = async (environment?: string) => { try { setLoading(true); if (!accessToken) return; - const response = await getPromptInfo(accessToken, promptId); + const response = await getPromptInfo(accessToken, promptId, environment); setPromptData(response.prompt_spec); setPromptTemplate(response.raw_prompt_template); - setRawApiResponse(response); // Store the raw response for the Raw JSON tab + setRawApiResponse(response); + + // Set environments from response + if (response.environments && response.environments.length > 0) { + setEnvironments(response.environments); + if (!selectedEnv) { + setSelectedEnv(response.prompt_spec.environment || response.environments[0]); + } + } + setSelectedVersion(response.prompt_spec.version || null); } catch (error) { NotificationsManager.fromBackend("Failed to load prompt information"); console.error("Error fetching prompt info:", error); @@ -60,11 +83,46 @@ const PromptInfoView: React.FC = ({ promptId, onClose, accessTo } }; + // Fetch version history for selected environment + const fetchVersionHistory = async (env: string) => { + if (!accessToken) return; + setLoadingVersions(true); + try { + const response = await getPromptVersions(accessToken, promptId, env); + setVersionHistory(response.prompts || []); + } catch { + setVersionHistory([]); + } finally { + setLoadingVersions(false); + } + }; + + const isInitialMount = useRef(true); + useEffect(() => { + setSelectedEnv(null); + setEnvironments([]); + setVersionHistory([]); fetchPromptInfo(); }, [promptId, accessToken]); - if (loading) { + // When environment changes (user clicks tab), re-fetch — skip initial mount + useEffect(() => { + if (isInitialMount.current) { + isInitialMount.current = false; + // Still fetch version history on initial mount once selectedEnv is set + if (selectedEnv && accessToken) { + fetchVersionHistory(selectedEnv); + } + return; + } + if (selectedEnv && accessToken) { + fetchPromptInfo(selectedEnv); + fetchVersionHistory(selectedEnv); + } + }, [selectedEnv]); + + if (loading && !promptData) { return
Loading...
; } @@ -72,7 +130,6 @@ const PromptInfoView: React.FC = ({ promptId, onClose, accessTo return
Prompt not found
; } - // Format date helper function const formatDate = (dateString?: string) => { if (!dateString) return "-"; const date = new Date(dateString); @@ -95,13 +152,12 @@ const PromptInfoView: React.FC = ({ promptId, onClose, accessTo const handleDeleteConfirm = async () => { if (!accessToken || !promptData) return; - setIsDeleting(true); try { await deletePromptCall(accessToken, basePromptId); NotificationsManager.success(`Prompt "${basePromptId}" deleted successfully`); - onDelete?.(); // Call the callback to refresh the parent component - onClose(); // Close the info view + onDelete?.(); + onClose(); } catch (error) { console.error("Error deleting prompt:", error); NotificationsManager.fromBackend("Failed to delete prompt"); @@ -115,10 +171,27 @@ const PromptInfoView: React.FC = ({ promptId, onClose, accessTo setShowDeleteConfirm(false); }; - // Use utility functions to extract prompt data + const handleVersionClick = async (version: PromptSpec) => { + if (!accessToken || !selectedEnv) return; + // Fetch specific version's info + const versionNum = version.version || 1; + setSelectedVersion(versionNum); + try { + const versionedId = `${promptId}.v${versionNum}`; + const response = await getPromptInfo(accessToken, versionedId, selectedEnv); + setPromptData(response.prompt_spec); + setPromptTemplate(response.raw_prompt_template); + setRawApiResponse(response); + } catch { + NotificationsManager.fromBackend(`Failed to load version v${versionNum}`); + } + }; + const promptModel = promptData ? extractModel(promptData) || "gpt-4o" : "gpt-4o"; const basePromptId = getBasePromptId(promptData); const currentVersion = getCurrentVersion(promptData); + const latestVersion = versionHistory.length > 0 ? Math.max(...versionHistory.map(v => v.version || 1)) : null; + const isViewingOldVersion = latestVersion !== null && selectedVersion !== null && selectedVersion < latestVersion; return (
@@ -174,32 +247,75 @@ const PromptInfoView: React.FC = ({ promptId, onClose, accessTo
+ {/* Environment Tabs */} + {environments.length > 0 && ( +
+ {[...environments].sort((a, b) => { + const order: Record = { development: 0, staging: 1, production: 2 }; + return (order[a] ?? 99) - (order[b] ?? 99); + }).map((env) => ( + + ))} +
+ )} + + {/* Old version banner */} + {isViewingOldVersion && ( +
+ + Viewing v{selectedVersion} — not the latest version (v{latestVersion}) + + { + const latest = versionHistory.find(v => v.version === latestVersion); + if (latest) handleVersionClick(latest); + }} + > + Go to latest + +
+ )} + Overview {promptTemplate ? Prompt Template : <>} - {isAdmin ? Details : <>} Raw JSON {/* Overview Panel */} - - - Prompt ID -
- {basePromptId} -
- - + Version
{currentVersion} - - v{currentVersion} - + v{currentVersion}
@@ -207,31 +323,98 @@ const PromptInfoView: React.FC = ({ promptId, onClose, accessTo Prompt Type
{promptData.prompt_info?.prompt_type || "-"} - - {promptData.prompt_info?.prompt_type || "Unknown"} - +
+ + + + Created By +
+ {promptData.created_by || "-"}
Created At
- {formatDate(promptData.created_at)} - Last Updated: {formatDate(promptData.updated_at)} + {formatDate(promptData.created_at)} + Updated: {formatDate(promptData.updated_at)}
- {promptData.litellm_params && Object.keys(promptData.litellm_params).length > 0 && ( - - LiteLLM Parameters -
- 
-                    {JSON.stringify(promptData.litellm_params, null, 2)}
-
-
- - )} + {/* Version History Table */} + + Version History — {selectedEnv} + {loadingVersions ? ( + Loading versions... + ) : versionHistory.length > 0 ? ( + + + + Version + Created By + Date + Actions + + + + {versionHistory.map((v) => { + const vNum = v.version || 1; + const isSelected = vNum === selectedVersion; + const isLatest = vNum === latestVersion; + return ( + handleVersionClick(v)} + > + + + v{vNum} + + {isLatest && ( + latest + )} + + + {v.created_by || "-"} + + + {formatDate(v.created_at)} + + + { + e.stopPropagation(); + // Build a response-like object for the editor + const editData = { + prompt_spec: { + ...v, + prompt_id: basePromptId, + environment: selectedEnv, + }, + raw_prompt_template: isSelected ? promptTemplate : null, + }; + onEdit?.(editData); + }} + > + Edit + + + + ); + })} + +
+ ) : ( + No versions found in {selectedEnv} + )} + {/* Prompt Template Panel */} @@ -283,54 +466,6 @@ const PromptInfoView: React.FC = ({ promptId, onClose, accessTo )} - {/* Details Panel (only for admins) */} - {isAdmin && ( - - - Prompt Details -
-
- Prompt ID -
{basePromptId}
-
- -
- Prompt Type -
{promptData.prompt_info?.prompt_type || "-"}
-
- -
- Created At -
{formatDate(promptData.created_at)}
-
- -
- Last Updated -
{formatDate(promptData.updated_at)}
-
- -
- LiteLLM Parameters -
- 
-                        {JSON.stringify(promptData.litellm_params, null, 2)}
-
-
-
- -
- Prompt Info -
- 
-                        {JSON.stringify(promptData.prompt_info, null, 2)}
-
-
-
-
- - - )} - {/* Raw JSON Panel */} diff --git a/ui/litellm-dashboard/src/components/prompts/prompt_table.tsx b/ui/litellm-dashboard/src/components/prompts/prompt_table.tsx index ee2f2baa193..18bb35d4888 100644 --- a/ui/litellm-dashboard/src/components/prompts/prompt_table.tsx +++ b/ui/litellm-dashboard/src/components/prompts/prompt_table.tsx @@ -184,6 +184,36 @@ const PromptTable: React.FC = ({ ); }, }, + { + header: "Environment", + accessorKey: "environment", + cell: ({ row }) => { + const prompt = row.original; + const env = prompt.environment || "development"; + const colorMap: Record = { + production: "text-red-600 bg-red-50", + staging: "text-yellow-600 bg-yellow-50", + development: "text-green-600 bg-green-50", + }; + return ( + + {env} + + ); + }, + }, + { + header: "Created By", + accessorKey: "created_by", + cell: ({ row }) => { + const prompt = row.original; + return ( + + {prompt.created_by || "-"} + + ); + }, + }, { header: "Type", accessorKey: "prompt_info.prompt_type", From a86f19f6dabcdac84d87055903666eede8940b87 Mon Sep 17 00:00:00 2001 From: Ishaan Jaffer Date: Fri, 3 Apr 2026 15:08:14 -0700 Subject: [PATCH 18/63] =?UTF-8?q?bump:=20version=201.83.1=20=E2=86=92=201.?= =?UTF-8?q?83.2?= 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 90b88165e86..25226462278 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "litellm" -version = "1.83.1" +version = "1.83.2" description = "Library to easily interface with LLM API providers" authors = ["BerriAI"] license = "MIT" @@ -181,7 +181,7 @@ requires = ["poetry-core", "wheel"] build-backend = "poetry.core.masonry.api" [tool.commitizen] -version = "1.83.1" +version = "1.83.2" version_files = [ "pyproject.toml:^version" ] From 96b660b25766a9b390d962728f1c2db389663e29 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Fri, 3 Apr 2026 15:38:16 -0700 Subject: [PATCH 19/63] fix(ui): wire team_id filter to key alias dropdown on Virtual Keys tab The Key Alias dropdown on the Virtual Keys page was showing aliases from all teams regardless of which team was selected. The team_id was never passed through the frontend chain to the backend /key/aliases endpoint. - Backend: add optional team_id query param to /key/aliases endpoint - networking.tsx: add team_id param to keyAliasesCall - useKeyAliases: accept and forward team_id to API call and query key - filter.tsx: pass allFilters context to custom filter components - PaginatedKeyAliasSelect: read Team ID from allFilters and pass to hook --- .../proxy/management_endpoints/key_management_endpoints.py | 7 +++++++ .../src/app/(dashboard)/hooks/keys/useKeyAliases.ts | 3 +++ .../PaginatedKeyAliasSelect/PaginatedKeyAliasSelect.tsx | 6 +++++- ui/litellm-dashboard/src/components/molecules/filter.tsx | 2 ++ ui/litellm-dashboard/src/components/networking.tsx | 2 ++ 5 files changed, 19 insertions(+), 1 deletion(-) diff --git a/litellm/proxy/management_endpoints/key_management_endpoints.py b/litellm/proxy/management_endpoints/key_management_endpoints.py index 831922ec3f9..fa521ac55f6 100644 --- a/litellm/proxy/management_endpoints/key_management_endpoints.py +++ b/litellm/proxy/management_endpoints/key_management_endpoints.py @@ -4345,6 +4345,9 @@ async def key_aliases( search: Optional[str] = Query( None, description="Search key aliases (case-insensitive partial match)" ), + team_id: Optional[str] = Query( + None, description="Filter aliases to keys belonging to this team" + ), ) -> Dict[str, Any]: """ Lists key aliases with pagination and optional search. @@ -4420,6 +4423,10 @@ async def key_aliases( query_params.append(f"%{search}%") where_parts.append(f"key_alias ILIKE ${len(query_params)}") + if team_id: + query_params.append(team_id) + where_parts.append(f"team_id = ${len(query_params)}") + where_sql = " AND ".join(where_parts) count_sql = f'SELECT COUNT(*) AS count FROM "LiteLLM_VerificationToken" WHERE {where_sql}' diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/keys/useKeyAliases.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/keys/useKeyAliases.ts index f67b15f3a9f..03e96fe73c4 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/hooks/keys/useKeyAliases.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/keys/useKeyAliases.ts @@ -8,6 +8,7 @@ const infiniteKeyAliasKeys = createQueryKeys("infiniteKeyAliases"); export const useInfiniteKeyAliases = ( size: number = 50, search?: string, + team_id?: string, ) => { const { accessToken } = useAuthorized(); return useInfiniteQuery({ @@ -15,6 +16,7 @@ export const useInfiniteKeyAliases = ( filters: { size, ...(search && { search }), + ...(team_id && { team_id }), }, }), queryFn: async ({ pageParam }) => { @@ -23,6 +25,7 @@ export const useInfiniteKeyAliases = ( pageParam as number, size, search, + team_id, ); }, initialPageParam: 1, diff --git a/ui/litellm-dashboard/src/components/KeyAliasSelect/PaginatedKeyAliasSelect/PaginatedKeyAliasSelect.tsx b/ui/litellm-dashboard/src/components/KeyAliasSelect/PaginatedKeyAliasSelect/PaginatedKeyAliasSelect.tsx index 0bec77ca52b..940f0b7e951 100644 --- a/ui/litellm-dashboard/src/components/KeyAliasSelect/PaginatedKeyAliasSelect/PaginatedKeyAliasSelect.tsx +++ b/ui/litellm-dashboard/src/components/KeyAliasSelect/PaginatedKeyAliasSelect/PaginatedKeyAliasSelect.tsx @@ -12,6 +12,7 @@ export interface PaginatedKeyAliasSelectProps { pageSize?: number; allowClear?: boolean; disabled?: boolean; + allFilters?: { [key: string]: string }; } const SCROLL_THRESHOLD = 0.8; @@ -25,19 +26,22 @@ export const PaginatedKeyAliasSelect = ({ pageSize = 50, allowClear = true, disabled = false, + allFilters, }: PaginatedKeyAliasSelectProps) => { const [searchInput, setSearchInput] = useState(""); const [debouncedSearch, setDebouncedSearch] = useDebouncedState("", { wait: DEBOUNCE_MS, }); + const teamId = allFilters?.["Team ID"] || undefined; + const { data, fetchNextPage, hasNextPage, isFetchingNextPage, isLoading, - } = useInfiniteKeyAliases(pageSize, debouncedSearch || undefined); + } = useInfiniteKeyAliases(pageSize, debouncedSearch || undefined, teamId); const options = useMemo(() => { if (!data?.pages) return []; diff --git a/ui/litellm-dashboard/src/components/molecules/filter.tsx b/ui/litellm-dashboard/src/components/molecules/filter.tsx index dcf22293f86..34ff1983f36 100644 --- a/ui/litellm-dashboard/src/components/molecules/filter.tsx +++ b/ui/litellm-dashboard/src/components/molecules/filter.tsx @@ -7,6 +7,7 @@ export interface FilterOptionCustomComponentProps { value?: string; onChange: (value: string) => void; placeholder?: string; + allFilters?: { [key: string]: string }; } export interface FilterOption { @@ -209,6 +210,7 @@ const FilterComponent: React.FC = ({ value={tempValues[option.name] || undefined} onChange={(value) => handleFilterChange(option.name, value ?? "")} placeholder={`Select ${option.label || option.name}...`} + allFilters={tempValues} /> ); })() diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx index 2e8518d00a6..33860e991db 100644 --- a/ui/litellm-dashboard/src/components/networking.tsx +++ b/ui/litellm-dashboard/src/components/networking.tsx @@ -3263,6 +3263,7 @@ export const keyAliasesCall = async ( page: number = 1, size: number = 50, search?: string, + team_id?: string, ): Promise => { /** * Get key aliases from proxy with pagination and optional search @@ -3273,6 +3274,7 @@ export const keyAliasesCall = async ( page: String(page), size: String(size), ...(search ? { search } : {}), + ...(team_id ? { team_id } : {}), }), ); let url = proxyBaseUrl ? `${proxyBaseUrl}/key/aliases` : `/key/aliases`; From 38f6c9491d602dd3b39938d1a5543806be2d2735 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Fri, 3 Apr 2026 16:16:55 -0700 Subject: [PATCH 20/63] fix(tests): correct mock targets in TestResolveAccessGroupResources Three tests were patching the non-existent `get_access_object` instead of `_get_access_object` (the lazy-import wrapper), causing AttributeError. Also added missing `prisma_client` mock so tests get past the early-exit guard and actually exercise the resolution logic. --- .../test_team_endpoints.py | 36 ++++++++++++------- 1 file changed, 24 insertions(+), 12 deletions(-) diff --git a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py index a4b5e677603..a2c8c4d560c 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py @@ -6539,7 +6539,7 @@ class TestResolveAccessGroupResources: ) with patch( - "litellm.proxy.management_endpoints.team_endpoints.get_access_object", + "litellm.proxy.management_endpoints.team_endpoints._get_access_object", new_callable=AsyncMock, return_value=fake_ag, ): @@ -6547,9 +6547,13 @@ class TestResolveAccessGroupResources: "litellm.proxy.proxy_server.user_api_key_cache", MagicMock(), ): - result = await _resolve_access_group_resources( - access_group_ids=["ag-1"], - ) + with patch( + "litellm.proxy.proxy_server.prisma_client", + MagicMock(), + ): + result = await _resolve_access_group_resources( + access_group_ids=["ag-1"], + ) assert sorted(result["access_group_models"]) == ["claude-3", "gpt-4"] assert result["access_group_mcp_server_ids"] == ["mcp-1"] @@ -6582,16 +6586,20 @@ class TestResolveAccessGroupResources: return {"ag-1": ag1, "ag-2": ag2}[access_group_id] with patch( - "litellm.proxy.management_endpoints.team_endpoints.get_access_object", + "litellm.proxy.management_endpoints.team_endpoints._get_access_object", side_effect=fake_get_access_object, ): with patch( "litellm.proxy.proxy_server.user_api_key_cache", MagicMock(), ): - result = await _resolve_access_group_resources( - access_group_ids=["ag-1", "ag-2"], - ) + with patch( + "litellm.proxy.proxy_server.prisma_client", + MagicMock(), + ): + result = await _resolve_access_group_resources( + access_group_ids=["ag-1", "ag-2"], + ) assert sorted(result["access_group_models"]) == ["claude-3", "gemini", "gpt-4"] assert sorted(result["access_group_mcp_server_ids"]) == ["mcp-1", "mcp-2"] @@ -6619,16 +6627,20 @@ class TestResolveAccessGroupResources: raise HTTPException(status_code=404, detail="Not found") with patch( - "litellm.proxy.management_endpoints.team_endpoints.get_access_object", + "litellm.proxy.management_endpoints.team_endpoints._get_access_object", side_effect=fake_get_access_object, ): with patch( "litellm.proxy.proxy_server.user_api_key_cache", MagicMock(), ): - result = await _resolve_access_group_resources( - access_group_ids=["ag-1", "ag-missing"], - ) + with patch( + "litellm.proxy.proxy_server.prisma_client", + MagicMock(), + ): + result = await _resolve_access_group_resources( + access_group_ids=["ag-1", "ag-missing"], + ) assert result["access_group_models"] == ["gpt-4"] assert result["access_group_mcp_server_ids"] == [] From ea32cb58a8a9cc12eeef9f6e5db6ff1f0666b112 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Fri, 3 Apr 2026 16:20:54 -0700 Subject: [PATCH 21/63] fix: use direct attribute access with or [] fallback in _resolve_access_group_resources Replace getattr(ag, "field", []) with ag.field or [] for cleaner access and safe handling if a field is None. --- litellm/proxy/management_endpoints/team_endpoints.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py index c66177aafcf..ac606a71ba6 100644 --- a/litellm/proxy/management_endpoints/team_endpoints.py +++ b/litellm/proxy/management_endpoints/team_endpoints.py @@ -3392,9 +3392,9 @@ async def _resolve_access_group_resources( user_api_key_cache=_user_api_key_cache, proxy_logging_obj=_proxy_logging_obj, ) - models.extend(getattr(ag, "access_model_names", [])) - mcp_ids.extend(getattr(ag, "access_mcp_server_ids", [])) - agent_ids.extend(getattr(ag, "access_agent_ids", [])) + models.extend(ag.access_model_names or []) + mcp_ids.extend(ag.access_mcp_server_ids or []) + agent_ids.extend(ag.access_agent_ids or []) except Exception: verbose_proxy_logger.debug( "Could not fetch access group %s for resource resolution", From 3bdd04250784a10ce031c35c0cd50e7f03001243 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Fri, 3 Apr 2026 16:49:55 -0700 Subject: [PATCH 22/63] fix(ui): remove model source legend from team detail view The blue/green color distinction is self-explanatory; the legend added visual clutter without providing enough value. --- ui/litellm-dashboard/src/components/team/TeamInfo.tsx | 8 -------- 1 file changed, 8 deletions(-) diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index 576f0a5f99c..4bb1311ebf6 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -672,14 +672,6 @@ const TeamInfoView: React.FC = ({ )}
- {info.models.length > 0 && !info.models.includes("all-proxy-models") && info.access_group_models && info.access_group_models.length > 0 && ( -
- - Direct - From access group - -
- )} From bb03a11d7c43dd36c6a2b075afd780670b11a42e Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Fri, 3 Apr 2026 16:59:47 -0700 Subject: [PATCH 23/63] fix(ui): add missing access_group fields to TeamData.team_info type The TeamData interface was missing access_group_models, access_group_mcp_server_ids, and access_group_agent_ids fields, causing a TypeScript build failure. --- ui/litellm-dashboard/src/components/team/TeamInfo.tsx | 3 +++ 1 file changed, 3 insertions(+) diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index 4bb1311ebf6..1e4345905ed 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -95,6 +95,9 @@ export interface TeamData { } | null; created_at: string; access_group_ids?: string[]; + access_group_models?: string[]; + access_group_mcp_server_ids?: string[]; + access_group_agent_ids?: string[]; guardrails?: string[]; policies?: string[]; object_permission?: { From 93369bf60d7ad87f33c56ca66ce20a3994419e8d Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Fri, 3 Apr 2026 17:13:56 -0700 Subject: [PATCH 24/63] perf(teams): batch-fetch access groups in single DB query Replace per-ID _resolve_access_group_resources loop with a single find_many call that deduplicates IDs across all teams. Removes the N+1 query pattern on cold cache for the team list endpoint. --- .../management_endpoints/team_endpoints.py | 129 ++++------- .../test_team_endpoints.py | 219 +++++++----------- 2 files changed, 135 insertions(+), 213 deletions(-) diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py index ac606a71ba6..ae89f09bb44 100644 --- a/litellm/proxy/management_endpoints/team_endpoints.py +++ b/litellm/proxy/management_endpoints/team_endpoints.py @@ -110,16 +110,6 @@ from litellm.types.proxy.management_endpoints.team_endpoints import ( router = APIRouter() -def _get_access_object(*args, **kwargs): - """ - Lazily import and delegate to `get_access_object` from - `litellm.proxy.auth.auth_checks` to avoid module-level cyclic imports. - """ - from litellm.proxy.auth.auth_checks import get_access_object as _inner_get_access_object - - return _inner_get_access_object(*args, **kwargs) - - class TeamMemberBudgetHandler: """Helper class to handle team member budget, RPM, and TPM limit operations""" @@ -3053,12 +3043,17 @@ async def team_info( ) # Resolve resources inherited from access groups - resolved = await _resolve_access_group_resources( - access_group_ids=_team_info.access_group_ids, - ) - _team_info.access_group_models = resolved["access_group_models"] - _team_info.access_group_mcp_server_ids = resolved["access_group_mcp_server_ids"] - _team_info.access_group_agent_ids = resolved["access_group_agent_ids"] + if _team_info.access_group_ids: + ag_lookup = await _batch_resolve_access_group_resources(_team_info.access_group_ids) + models, mcp_ids, agent_ids = set(), set(), set() + for ag_id in _team_info.access_group_ids: + if ag_id in ag_lookup: + models.update(ag_lookup[ag_id]["models"]) + mcp_ids.update(ag_lookup[ag_id]["mcp_server_ids"]) + agent_ids.update(ag_lookup[ag_id]["agent_ids"]) + _team_info.access_group_models = list(models) + _team_info.access_group_mcp_server_ids = list(mcp_ids) + _team_info.access_group_agent_ids = list(agent_ids) response_object = TeamInfoResponseObject( team_id=team_id, @@ -3350,62 +3345,34 @@ async def _build_team_list_where_conditions( return where_conditions -async def _resolve_access_group_resources( - access_group_ids: Optional[List[str]], -) -> Dict[str, List[str]]: +async def _batch_resolve_access_group_resources( + all_access_group_ids: List[str], +) -> Dict[str, Dict[str, List[str]]]: """ - Resolve resources inherited from access groups. + Batch-fetch access groups in a single DB query and return a per-group + resource map. - Fetches each access group object once and extracts all three resource - fields in a single pass (models, MCP servers, agents). - - Returns only the access-group-sourced resources (not direct assignments). - Keeps them separate so callers can distinguish where each resource comes from. + Returns {ag_id: {"models": [...], "mcp_server_ids": [...], "agent_ids": [...]}}. + Missing/invalid groups are silently omitted. """ - empty: Dict[str, List[str]] = { - "access_group_models": [], - "access_group_mcp_server_ids": [], - "access_group_agent_ids": [], - } - if not access_group_ids: - return empty - from litellm.proxy.proxy_server import prisma_client as _prisma_client - from litellm.proxy.proxy_server import proxy_logging_obj as _proxy_logging_obj - from litellm.proxy.proxy_server import user_api_key_cache as _user_api_key_cache - if _user_api_key_cache is None: - return empty + if not all_access_group_ids or _prisma_client is None: + return {} - if _prisma_client is None: - return empty + unique_ids = list(set(all_access_group_ids)) + rows = await _prisma_client.db.litellm_accessgrouptable.find_many( + where={"access_group_id": {"in": unique_ids}}, + ) - models: List[str] = [] - mcp_ids: List[str] = [] - agent_ids: List[str] = [] - - for ag_id in access_group_ids: - try: - ag = await _get_access_object( - access_group_id=ag_id, - prisma_client=_prisma_client, - user_api_key_cache=_user_api_key_cache, - proxy_logging_obj=_proxy_logging_obj, - ) - models.extend(ag.access_model_names or []) - mcp_ids.extend(ag.access_mcp_server_ids or []) - agent_ids.extend(ag.access_agent_ids or []) - except Exception: - verbose_proxy_logger.debug( - "Could not fetch access group %s for resource resolution", - ag_id, - ) - - return { - "access_group_models": list(set(models)), - "access_group_mcp_server_ids": list(set(mcp_ids)), - "access_group_agent_ids": list(set(agent_ids)), - } + result: Dict[str, Dict[str, List[str]]] = {} + for row in rows: + result[row.access_group_id] = { + "models": list(row.access_model_names or []), + "mcp_server_ids": list(row.access_mcp_server_ids or []), + "agent_ids": list(row.access_agent_ids or []), + } + return result def _convert_teams_to_response_models( @@ -3634,27 +3601,29 @@ async def list_team_v2( # Convert Prisma models to response models with members_count team_list = _convert_teams_to_response_models(teams, use_deleted_table) - # Resolve resources inherited from access groups for each team + # Resolve resources inherited from access groups (single batch query) if not use_deleted_table: team_items_with_ag = [ t for t in team_list if isinstance(t, TeamListItem) and t.access_group_ids ] if team_items_with_ag: - results = await asyncio.gather( - *[ - _resolve_access_group_resources( - access_group_ids=t.access_group_ids, - ) - for t in team_items_with_ag - ] - ) - for team_item, resolved in zip(team_items_with_ag, results): - team_item.access_group_models = resolved["access_group_models"] - team_item.access_group_mcp_server_ids = resolved[ - "access_group_mcp_server_ids" - ] - team_item.access_group_agent_ids = resolved["access_group_agent_ids"] + all_ag_ids = [ + ag_id + for t in team_items_with_ag + for ag_id in (t.access_group_ids or []) + ] + ag_lookup = await _batch_resolve_access_group_resources(all_ag_ids) + for team_item in team_items_with_ag: + models, mcp_ids, agent_ids = set(), set(), set() + for ag_id in (team_item.access_group_ids or []): + if ag_id in ag_lookup: + models.update(ag_lookup[ag_id]["models"]) + mcp_ids.update(ag_lookup[ag_id]["mcp_server_ids"]) + agent_ids.update(ag_lookup[ag_id]["agent_ids"]) + team_item.access_group_models = list(models) + team_item.access_group_mcp_server_ids = list(mcp_ids) + team_item.access_group_agent_ids = list(agent_ids) return { "teams": team_list, diff --git a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py index a2c8c4d560c..8f0a045cf86 100644 --- a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py +++ b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py @@ -6494,175 +6494,128 @@ async def test_create_team_member_budget_table_with_duration(): # --------------------------------------------------------------------------- -# Tests for _resolve_access_group_resources +# Tests for _batch_resolve_access_group_resources # --------------------------------------------------------------------------- -class TestResolveAccessGroupResources: - """Tests for the single-pass access group resource resolution helper.""" +class TestBatchResolveAccessGroupResources: + """Tests for the batch access group resource resolution helper.""" @pytest.mark.asyncio - async def test_returns_empty_when_no_access_group_ids(self): - """None or empty list should return empty lists for all resource types.""" + async def test_returns_empty_when_no_ids(self): + """Empty list should return empty dict.""" from litellm.proxy.management_endpoints.team_endpoints import ( - _resolve_access_group_resources, + _batch_resolve_access_group_resources, ) - result_none = await _resolve_access_group_resources(access_group_ids=None) - assert result_none == { - "access_group_models": [], - "access_group_mcp_server_ids": [], - "access_group_agent_ids": [], - } - - result_empty = await _resolve_access_group_resources(access_group_ids=[]) - assert result_empty == { - "access_group_models": [], - "access_group_mcp_server_ids": [], - "access_group_agent_ids": [], - } + assert await _batch_resolve_access_group_resources([]) == {} @pytest.mark.asyncio async def test_single_access_group(self): """Single access group should return its resources.""" - from litellm.proxy._types import LiteLLM_AccessGroupTable from litellm.proxy.management_endpoints.team_endpoints import ( - _resolve_access_group_resources, + _batch_resolve_access_group_resources, ) - fake_ag = LiteLLM_AccessGroupTable( - access_group_id="ag-1", - access_group_name="test-group", - access_model_names=["gpt-4", "claude-3"], - access_mcp_server_ids=["mcp-1"], - access_agent_ids=["agent-1", "agent-2"], - ) + fake_row = MagicMock() + fake_row.access_group_id = "ag-1" + fake_row.access_model_names = ["gpt-4", "claude-3"] + fake_row.access_mcp_server_ids = ["mcp-1"] + fake_row.access_agent_ids = ["agent-1", "agent-2"] - with patch( - "litellm.proxy.management_endpoints.team_endpoints._get_access_object", - new_callable=AsyncMock, - return_value=fake_ag, - ): - with patch( - "litellm.proxy.proxy_server.user_api_key_cache", - MagicMock(), - ): - with patch( - "litellm.proxy.proxy_server.prisma_client", - MagicMock(), - ): - result = await _resolve_access_group_resources( - access_group_ids=["ag-1"], - ) + fake_prisma = MagicMock() + fake_prisma.db.litellm_accessgrouptable.find_many = AsyncMock(return_value=[fake_row]) - assert sorted(result["access_group_models"]) == ["claude-3", "gpt-4"] - assert result["access_group_mcp_server_ids"] == ["mcp-1"] - assert sorted(result["access_group_agent_ids"]) == ["agent-1", "agent-2"] + with patch("litellm.proxy.proxy_server.prisma_client", fake_prisma): + result = await _batch_resolve_access_group_resources(["ag-1"]) + + assert sorted(result["ag-1"]["models"]) == ["claude-3", "gpt-4"] + assert result["ag-1"]["mcp_server_ids"] == ["mcp-1"] + assert sorted(result["ag-1"]["agent_ids"]) == ["agent-1", "agent-2"] @pytest.mark.asyncio - async def test_multiple_access_groups_deduplicates(self): - """Multiple access groups with overlapping resources should deduplicate.""" - from litellm.proxy._types import LiteLLM_AccessGroupTable + async def test_multiple_access_groups(self): + """Multiple access groups returned in a single query.""" from litellm.proxy.management_endpoints.team_endpoints import ( - _resolve_access_group_resources, + _batch_resolve_access_group_resources, ) - ag1 = LiteLLM_AccessGroupTable( - access_group_id="ag-1", - access_group_name="group-1", - access_model_names=["gpt-4", "claude-3"], - access_mcp_server_ids=["mcp-1"], - access_agent_ids=["agent-1"], - ) - ag2 = LiteLLM_AccessGroupTable( - access_group_id="ag-2", - access_group_name="group-2", - access_model_names=["gpt-4", "gemini"], - access_mcp_server_ids=["mcp-1", "mcp-2"], - access_agent_ids=["agent-2"], - ) + row1 = MagicMock() + row1.access_group_id = "ag-1" + row1.access_model_names = ["gpt-4"] + row1.access_mcp_server_ids = ["mcp-1"] + row1.access_agent_ids = ["agent-1"] - async def fake_get_access_object(access_group_id, **kwargs): - return {"ag-1": ag1, "ag-2": ag2}[access_group_id] + row2 = MagicMock() + row2.access_group_id = "ag-2" + row2.access_model_names = ["gemini"] + row2.access_mcp_server_ids = ["mcp-2"] + row2.access_agent_ids = ["agent-2"] - with patch( - "litellm.proxy.management_endpoints.team_endpoints._get_access_object", - side_effect=fake_get_access_object, - ): - with patch( - "litellm.proxy.proxy_server.user_api_key_cache", - MagicMock(), - ): - with patch( - "litellm.proxy.proxy_server.prisma_client", - MagicMock(), - ): - result = await _resolve_access_group_resources( - access_group_ids=["ag-1", "ag-2"], - ) + fake_prisma = MagicMock() + fake_prisma.db.litellm_accessgrouptable.find_many = AsyncMock(return_value=[row1, row2]) - assert sorted(result["access_group_models"]) == ["claude-3", "gemini", "gpt-4"] - assert sorted(result["access_group_mcp_server_ids"]) == ["mcp-1", "mcp-2"] - assert sorted(result["access_group_agent_ids"]) == ["agent-1", "agent-2"] + with patch("litellm.proxy.proxy_server.prisma_client", fake_prisma): + result = await _batch_resolve_access_group_resources(["ag-1", "ag-2"]) + + assert result["ag-1"]["models"] == ["gpt-4"] + assert result["ag-2"]["models"] == ["gemini"] @pytest.mark.asyncio - async def test_missing_access_group_skipped(self): - """If an access group doesn't exist, it should be skipped gracefully.""" - from litellm.proxy._types import LiteLLM_AccessGroupTable + async def test_missing_access_group_omitted(self): + """If an access group doesn't exist in DB, it's simply not in the result.""" from litellm.proxy.management_endpoints.team_endpoints import ( - _resolve_access_group_resources, + _batch_resolve_access_group_resources, ) - ag1 = LiteLLM_AccessGroupTable( - access_group_id="ag-1", - access_group_name="group-1", - access_model_names=["gpt-4"], - access_mcp_server_ids=[], - access_agent_ids=[], - ) + row1 = MagicMock() + row1.access_group_id = "ag-1" + row1.access_model_names = ["gpt-4"] + row1.access_mcp_server_ids = [] + row1.access_agent_ids = [] - async def fake_get_access_object(access_group_id, **kwargs): - if access_group_id == "ag-1": - return ag1 - raise HTTPException(status_code=404, detail="Not found") + fake_prisma = MagicMock() + fake_prisma.db.litellm_accessgrouptable.find_many = AsyncMock(return_value=[row1]) - with patch( - "litellm.proxy.management_endpoints.team_endpoints._get_access_object", - side_effect=fake_get_access_object, - ): - with patch( - "litellm.proxy.proxy_server.user_api_key_cache", - MagicMock(), - ): - with patch( - "litellm.proxy.proxy_server.prisma_client", - MagicMock(), - ): - result = await _resolve_access_group_resources( - access_group_ids=["ag-1", "ag-missing"], - ) + with patch("litellm.proxy.proxy_server.prisma_client", fake_prisma): + result = await _batch_resolve_access_group_resources(["ag-1", "ag-missing"]) - assert result["access_group_models"] == ["gpt-4"] - assert result["access_group_mcp_server_ids"] == [] - assert result["access_group_agent_ids"] == [] + assert "ag-1" in result + assert "ag-missing" not in result @pytest.mark.asyncio - async def test_returns_empty_when_cache_unavailable(self): - """If user_api_key_cache is None, should return empty results.""" + async def test_returns_empty_when_prisma_unavailable(self): + """If prisma_client is None, should return empty dict.""" from litellm.proxy.management_endpoints.team_endpoints import ( - _resolve_access_group_resources, + _batch_resolve_access_group_resources, ) - with patch( - "litellm.proxy.proxy_server.user_api_key_cache", - None, - ): - result = await _resolve_access_group_resources( - access_group_ids=["ag-1"], - ) + with patch("litellm.proxy.proxy_server.prisma_client", None): + result = await _batch_resolve_access_group_resources(["ag-1"]) - assert result == { - "access_group_models": [], - "access_group_mcp_server_ids": [], - "access_group_agent_ids": [], - } + assert result == {} + + @pytest.mark.asyncio + async def test_deduplicates_input_ids(self): + """Duplicate IDs in input should result in a single DB lookup.""" + from litellm.proxy.management_endpoints.team_endpoints import ( + _batch_resolve_access_group_resources, + ) + + row1 = MagicMock() + row1.access_group_id = "ag-1" + row1.access_model_names = ["gpt-4"] + row1.access_mcp_server_ids = [] + row1.access_agent_ids = [] + + fake_find_many = AsyncMock(return_value=[row1]) + fake_prisma = MagicMock() + fake_prisma.db.litellm_accessgrouptable.find_many = fake_find_many + + with patch("litellm.proxy.proxy_server.prisma_client", fake_prisma): + result = await _batch_resolve_access_group_resources(["ag-1", "ag-1", "ag-1"]) + + # Should have been called with deduplicated list + call_args = fake_find_many.call_args + assert len(call_args.kwargs["where"]["access_group_id"]["in"]) == 1 + assert "ag-1" in result From 127149c263b1676927adda56bf969a50e0ff132f Mon Sep 17 00:00:00 2001 From: ishaan-berri <155045088+ishaan-berri@users.noreply.github.com> Date: Fri, 3 Apr 2026 17:46:06 -0700 Subject: [PATCH 25/63] bump litellm-proxy-extras to 0.4.64 (#25121) * bump litellm-proxy-extras version to 0.4.64 * bump litellm-proxy-extras==0.4.64 in requirements.txt * bump litellm-proxy-extras==0.4.64 in pyproject.toml --- litellm-proxy-extras/pyproject.toml | 4 ++-- pyproject.toml | 2 +- requirements.txt | 2 +- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/litellm-proxy-extras/pyproject.toml b/litellm-proxy-extras/pyproject.toml index 9946ac0af8c..6d35ed0c14d 100644 --- a/litellm-proxy-extras/pyproject.toml +++ b/litellm-proxy-extras/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "litellm-proxy-extras" -version = "0.4.63" +version = "0.4.64" 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 = "0.4.63" +version = "0.4.64" version_files = [ "pyproject.toml:version", "../requirements.txt:litellm-proxy-extras==", diff --git a/pyproject.toml b/pyproject.toml index 25226462278..a9435bec4c5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -63,7 +63,7 @@ boto3 = { version = "1.42.80", optional = true } redisvl = {version = "0.4.1", optional = true, markers = "python_version >= '3.9' and python_version < '3.14'"} mcp = {version = "1.26.0", optional = true, python = ">=3.10"} a2a-sdk = {version = "0.3.25", optional = true, python = ">=3.10"} -litellm-proxy-extras = {version = "0.4.63", optional = true} +litellm-proxy-extras = {version = "0.4.64", optional = true} rich = {version = "13.9.4", optional = true} litellm-enterprise = {version = "0.1.35", optional = true} diskcache = {version = "5.6.3", optional = true} diff --git a/requirements.txt b/requirements.txt index e42d4d54484..403e170e8d8 100644 --- a/requirements.txt +++ b/requirements.txt @@ -56,7 +56,7 @@ grpcio==1.80.0 sentry_sdk==2.21.0 # for sentry error handling detect-secrets==1.5.0 # Enterprise - secret detection / masking in LLM requests tzdata==2025.1 # IANA time zone database -litellm-proxy-extras==0.4.63 # for proxy extras - e.g. prisma migrations +litellm-proxy-extras==0.4.64 # for proxy extras - e.g. prisma migrations llm-sandbox==0.3.31 # for skill execution in sandbox ### LITELLM PACKAGE DEPENDENCIES python-dotenv==1.0.1 # for env From f74cd074196bf8ed6269277fddb3e2708c44dc38 Mon Sep 17 00:00:00 2001 From: michelligabriele Date: Sat, 4 Apr 2026 05:20:44 +0200 Subject: [PATCH 26/63] feat(proxy): add project-level guardrails support (#25087) --- litellm/proxy/_types.py | 4 + litellm/proxy/litellm_pre_call_utils.py | 42 ++++++-- .../proxy/test_litellm_pre_call_utils.py | 95 +++++++++++++++++++ 3 files changed, 134 insertions(+), 7 deletions(-) diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index e4702364a3e..4f3e51a2a32 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -2753,6 +2753,8 @@ class NewProjectRequest(LiteLLM_BudgetTable): budget_id: Optional[str] = None metadata: Optional[dict] = None tags: Optional[List[str]] = None + guardrails: Optional[List[str]] = None + policies: Optional[List[str]] = None models: List[str] = [] model_rpm_limit: Optional[dict] = None model_tpm_limit: Optional[dict] = None @@ -2785,6 +2787,8 @@ class UpdateProjectRequest(LiteLLM_BudgetTable): team_id: Optional[str] = None metadata: Optional[dict] = None tags: Optional[List[str]] = None + guardrails: Optional[List[str]] = None + policies: Optional[List[str]] = None models: Optional[List[str]] = None model_rpm_limit: Optional[dict] = None model_tpm_limit: Optional[dict] = None diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py index ba9577f35d7..fcb8b6db80a 100644 --- a/litellm/proxy/litellm_pre_call_utils.py +++ b/litellm/proxy/litellm_pre_call_utils.py @@ -1472,17 +1472,19 @@ def _add_guardrails_from_key_or_team_metadata( team_metadata: Optional[dict], data: dict, metadata_variable_name: str, + project_metadata: Optional[dict] = None, ) -> None: """ - Helper add guardrails from key or team metadata to request data + Helper add guardrails from key, team, or project metadata to request data - Key guardrails are set first, then team guardrails are appended (without duplicates). + Key guardrails are set first, then team and project guardrails are appended (without duplicates). Args: key_metadata: The key metadata dictionary to check for guardrails team_metadata: The team metadata dictionary to check for guardrails data: The request data to update metadata_variable_name: The name of the metadata field in data + project_metadata: The project metadata dictionary to check for guardrails """ from litellm.proxy.utils import _premium_user_check @@ -1508,6 +1510,15 @@ def _add_guardrails_from_key_or_team_metadata( _premium_user_check() combined_guardrails.update(team_metadata["guardrails"]) + # Add project-level guardrails (set automatically handles duplicates) + if project_metadata and "guardrails" in project_metadata: + if ( + isinstance(project_metadata["guardrails"], list) + and len(project_metadata["guardrails"]) > 0 + ): + _premium_user_check() + combined_guardrails.update(project_metadata["guardrails"]) + # Set combined guardrails in metadata as list if combined_guardrails: data[metadata_variable_name]["guardrails"] = list(combined_guardrails) @@ -1518,12 +1529,13 @@ def _add_guardrails_from_policies_in_metadata( team_metadata: Optional[dict], data: dict, metadata_variable_name: str, + project_metadata: Optional[dict] = None, ) -> None: """ - Helper to resolve guardrails from policies attached to key/team metadata. + Helper to resolve guardrails from policies attached to key/team/project metadata. This function: - 1. Gets policy names from key and team metadata + 1. Gets policy names from key, team, and project metadata 2. Resolves guardrails from those policies (including inheritance) 3. Adds resolved guardrails to request metadata @@ -1532,6 +1544,7 @@ def _add_guardrails_from_policies_in_metadata( team_metadata: The team metadata dictionary to check for policies data: The request data to update metadata_variable_name: The name of the metadata field in data + project_metadata: The project metadata dictionary to check for policies """ from litellm._logging import verbose_proxy_logger from litellm.proxy.policy_engine.policy_registry import get_policy_registry @@ -1560,6 +1573,15 @@ def _add_guardrails_from_policies_in_metadata( _premium_user_check() policy_names.update(team_metadata["policies"]) + # Add project-level policies + if project_metadata and "policies" in project_metadata: + if ( + isinstance(project_metadata["policies"], list) + and len(project_metadata["policies"]) > 0 + ): + _premium_user_check() + policy_names.update(project_metadata["policies"]) + if not policy_names: return @@ -1641,6 +1663,7 @@ async def move_guardrails_to_metadata( # Early-out: skip all guardrails processing when nothing is configured key_metadata = user_api_key_dict.metadata team_metadata = user_api_key_dict.team_metadata + project_metadata = user_api_key_dict.project_metadata or {} has_key_config = key_metadata and ( "guardrails" in key_metadata or "policies" in key_metadata @@ -1648,12 +1671,15 @@ async def move_guardrails_to_metadata( has_team_config = team_metadata and ( "guardrails" in team_metadata or "policies" in team_metadata ) + has_project_config = project_metadata and ( + "guardrails" in project_metadata or "policies" in project_metadata + ) has_request_config = ( "guardrails" in data or "guardrail_config" in data or "policies" in data ) # Only check policy engine if no local config (avoid import + registry lookup) - if not (has_key_config or has_team_config or has_request_config): + if not (has_key_config or has_team_config or has_project_config or has_request_config): from litellm.proxy.policy_engine.policy_registry import get_policy_registry if not get_policy_registry().is_initialized(): @@ -1661,20 +1687,22 @@ async def move_guardrails_to_metadata( data.pop("policies", None) return - # Check key-level guardrails + # Check key/team/project-level guardrails _add_guardrails_from_key_or_team_metadata( key_metadata=user_api_key_dict.metadata, team_metadata=user_api_key_dict.team_metadata, + project_metadata=project_metadata, data=data, metadata_variable_name=_metadata_variable_name, ) ######################################################################################### - # Add guardrails from policies attached to key/team metadata + # Add guardrails from policies attached to key/team/project metadata ######################################################################################### _add_guardrails_from_policies_in_metadata( key_metadata=user_api_key_dict.metadata, team_metadata=user_api_key_dict.team_metadata, + project_metadata=project_metadata, data=data, metadata_variable_name=_metadata_variable_name, ) diff --git a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py index bc13cea939e..04af5cd0086 100644 --- a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py +++ b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py @@ -1363,6 +1363,101 @@ async def test_request_guardrails_do_not_override_key_guardrails(): assert len(requested_guardrails) == 1 +@pytest.mark.asyncio +async def test_project_guardrails_merge_with_key_and_team(): + """ + Test that project guardrails are merged with key and team guardrails (union semantics). + All three levels should contribute to the final guardrails list without duplicates. + """ + request_mock = MagicMock(spec=Request) + request_mock.url.path = "/chat/completions" + request_mock.url = MagicMock() + request_mock.url.__str__.return_value = "http://localhost/chat/completions" + request_mock.method = "POST" + request_mock.query_params = {} + request_mock.headers = {"Content-Type": "application/json"} + request_mock.client = MagicMock() + request_mock.client.host = "127.0.0.1" + + data = { + "model": "gpt-3.5-turbo", + "messages": [{"role": "user", "content": "test"}], + } + + user_api_key_dict = UserAPIKeyAuth( + api_key="test-key", + metadata={"guardrails": ["key-guardrail-1"]}, + team_metadata={"guardrails": ["team-guardrail-1", "key-guardrail-1"]}, + project_metadata={"guardrails": ["project-guardrail-1", "team-guardrail-1"]}, + ) + + with patch("litellm.proxy.utils._premium_user_check"): + updated_data = await add_litellm_data_to_request( + data=data, + request=request_mock, + user_api_key_dict=user_api_key_dict, + proxy_config=MagicMock(), + general_settings={}, + version="test-version", + ) + + metadata = updated_data.get("metadata", {}) + guardrails = metadata.get("guardrails", []) + + # All three sources contribute + assert "key-guardrail-1" in guardrails + assert "team-guardrail-1" in guardrails + assert "project-guardrail-1" in guardrails + # No duplicates + assert guardrails.count("key-guardrail-1") == 1 + assert guardrails.count("team-guardrail-1") == 1 + + +@pytest.mark.asyncio +async def test_project_guardrails_only(): + """ + Test that project guardrails work when key and team have no guardrails configured. + """ + request_mock = MagicMock(spec=Request) + request_mock.url.path = "/chat/completions" + request_mock.url = MagicMock() + request_mock.url.__str__.return_value = "http://localhost/chat/completions" + request_mock.method = "POST" + request_mock.query_params = {} + request_mock.headers = {"Content-Type": "application/json"} + request_mock.client = MagicMock() + request_mock.client.host = "127.0.0.1" + + data = { + "model": "gpt-3.5-turbo", + "messages": [{"role": "user", "content": "test"}], + } + + user_api_key_dict = UserAPIKeyAuth( + api_key="test-key", + metadata={}, + team_metadata={}, + project_metadata={"guardrails": ["project-guardrail-1", "project-guardrail-2"]}, + ) + + with patch("litellm.proxy.utils._premium_user_check"): + updated_data = await add_litellm_data_to_request( + data=data, + request=request_mock, + user_api_key_dict=user_api_key_dict, + proxy_config=MagicMock(), + general_settings={}, + version="test-version", + ) + + metadata = updated_data.get("metadata", {}) + guardrails = metadata.get("guardrails", []) + + assert "project-guardrail-1" in guardrails + assert "project-guardrail-2" in guardrails + assert len(guardrails) == 2 + + def test_update_model_if_key_alias_exists(): """ Test that _update_model_if_key_alias_exists properly updates the model when a key alias exists. From a292add9bd53a87e919a79aaeae8bbcb542cd033 Mon Sep 17 00:00:00 2001 From: michelligabriele Date: Sat, 4 Apr 2026 05:25:32 +0200 Subject: [PATCH 27/63] fix(a2a): preserve JSON-RPC envelope for AgentCore A2A-native agents (#25092) --- .../litellm_completion_bridge/handler.py | 14 +- litellm/a2a_protocol/providers/base.py | 6 +- .../providers/bedrock_agentcore/__init__.py | 22 ++ .../providers/bedrock_agentcore/config.py | 61 ++++ .../providers/bedrock_agentcore/handler.py | 134 +++++++ .../bedrock_agentcore/transformation.py | 134 +++++++ .../a2a_protocol/providers/config_manager.py | 12 +- .../a2a_protocol/providers/__init__.py | 0 .../providers/bedrock_agentcore/__init__.py | 0 .../test_bedrock_agentcore_a2a.py | 327 ++++++++++++++++++ 10 files changed, 695 insertions(+), 15 deletions(-) create mode 100644 litellm/a2a_protocol/providers/bedrock_agentcore/__init__.py create mode 100644 litellm/a2a_protocol/providers/bedrock_agentcore/config.py create mode 100644 litellm/a2a_protocol/providers/bedrock_agentcore/handler.py create mode 100644 litellm/a2a_protocol/providers/bedrock_agentcore/transformation.py create mode 100644 tests/test_litellm/a2a_protocol/providers/__init__.py create mode 100644 tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/__init__.py create mode 100644 tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/test_bedrock_agentcore_a2a.py diff --git a/litellm/a2a_protocol/litellm_completion_bridge/handler.py b/litellm/a2a_protocol/litellm_completion_bridge/handler.py index c3d2e415237..53aac1d3e6a 100644 --- a/litellm/a2a_protocol/litellm_completion_bridge/handler.py +++ b/litellm/a2a_protocol/litellm_completion_bridge/handler.py @@ -48,20 +48,19 @@ class A2ACompletionBridgeHandler: # Get provider config for custom_llm_provider custom_llm_provider = litellm_params.get("custom_llm_provider") a2a_provider_config = A2AProviderConfigManager.get_provider_config( - custom_llm_provider=custom_llm_provider + custom_llm_provider=custom_llm_provider, + model=litellm_params.get("model"), ) # If provider config exists, use it if a2a_provider_config is not None: - if api_base is None: - raise ValueError(f"api_base is required for {custom_llm_provider}") - verbose_logger.info(f"A2A: Using provider config for {custom_llm_provider}") response_data = await a2a_provider_config.handle_non_streaming( request_id=request_id, params=params, api_base=api_base, + litellm_params=litellm_params, ) return response_data @@ -147,14 +146,12 @@ class A2ACompletionBridgeHandler: # Get provider config for custom_llm_provider custom_llm_provider = litellm_params.get("custom_llm_provider") a2a_provider_config = A2AProviderConfigManager.get_provider_config( - custom_llm_provider=custom_llm_provider + custom_llm_provider=custom_llm_provider, + model=litellm_params.get("model"), ) # If provider config exists, use it if a2a_provider_config is not None: - if api_base is None: - raise ValueError(f"api_base is required for {custom_llm_provider}") - verbose_logger.info( f"A2A: Using provider config for {custom_llm_provider} (streaming)" ) @@ -163,6 +160,7 @@ class A2ACompletionBridgeHandler: request_id=request_id, params=params, api_base=api_base, + litellm_params=litellm_params, ): yield chunk diff --git a/litellm/a2a_protocol/providers/base.py b/litellm/a2a_protocol/providers/base.py index a2354b3495e..3ac1cb47fc8 100644 --- a/litellm/a2a_protocol/providers/base.py +++ b/litellm/a2a_protocol/providers/base.py @@ -3,7 +3,7 @@ Base configuration for A2A protocol providers. """ from abc import ABC, abstractmethod -from typing import Any, AsyncIterator, Dict +from typing import Any, AsyncIterator, Dict, Optional class BaseA2AProviderConfig(ABC): @@ -19,7 +19,7 @@ class BaseA2AProviderConfig(ABC): self, request_id: str, params: Dict[str, Any], - api_base: str, + api_base: Optional[str] = None, **kwargs, ) -> Dict[str, Any]: """ @@ -41,7 +41,7 @@ class BaseA2AProviderConfig(ABC): self, request_id: str, params: Dict[str, Any], - api_base: str, + api_base: Optional[str] = None, **kwargs, ) -> AsyncIterator[Dict[str, Any]]: """ diff --git a/litellm/a2a_protocol/providers/bedrock_agentcore/__init__.py b/litellm/a2a_protocol/providers/bedrock_agentcore/__init__.py new file mode 100644 index 00000000000..a61d8f98b39 --- /dev/null +++ b/litellm/a2a_protocol/providers/bedrock_agentcore/__init__.py @@ -0,0 +1,22 @@ +""" +Bedrock AgentCore A2A provider. + +Preserves JSON-RPC envelopes for AgentCore agents that speak A2A natively, +bypassing the completion bridge that would otherwise strip the envelope. +""" + +from litellm.a2a_protocol.providers.bedrock_agentcore.config import ( + BedrockAgentCoreA2AConfig, +) +from litellm.a2a_protocol.providers.bedrock_agentcore.handler import ( + BedrockAgentCoreA2AHandler, +) +from litellm.a2a_protocol.providers.bedrock_agentcore.transformation import ( + BedrockAgentCoreA2ATransformation, +) + +__all__ = [ + "BedrockAgentCoreA2AConfig", + "BedrockAgentCoreA2AHandler", + "BedrockAgentCoreA2ATransformation", +] diff --git a/litellm/a2a_protocol/providers/bedrock_agentcore/config.py b/litellm/a2a_protocol/providers/bedrock_agentcore/config.py new file mode 100644 index 00000000000..679e19c23cd --- /dev/null +++ b/litellm/a2a_protocol/providers/bedrock_agentcore/config.py @@ -0,0 +1,61 @@ +""" +Bedrock AgentCore A2A provider configuration. +""" + +from typing import Any, AsyncIterator, Dict, Optional + +from litellm.a2a_protocol.providers.base import BaseA2AProviderConfig +from litellm.a2a_protocol.providers.bedrock_agentcore.handler import ( + BedrockAgentCoreA2AHandler, +) + + +class BedrockAgentCoreA2AConfig(BaseA2AProviderConfig): + """ + Provider configuration for Bedrock AgentCore A2A-native agents. + + AgentCore agents that speak A2A natively expect the full JSON-RPC envelope. + This config bypasses the completion bridge and forwards requests directly, + deriving the endpoint URL from the model ARN and signing with SigV4/JWT. + """ + + async def handle_non_streaming( + self, + request_id: str, + params: Dict[str, Any], + api_base: Optional[str] = None, + **kwargs, + ) -> Dict[str, Any]: + """Handle non-streaming request to AgentCore A2A agent.""" + litellm_params = kwargs.get("litellm_params") + if not litellm_params: + raise ValueError( + "litellm_params is required for BedrockAgentCoreA2AConfig " + "(must contain model with AgentCore ARN)" + ) + return await BedrockAgentCoreA2AHandler.handle_non_streaming( + request_id=request_id, + params=params, + litellm_params=litellm_params, + ) + + async def handle_streaming( + self, + request_id: str, + params: Dict[str, Any], + api_base: Optional[str] = None, + **kwargs, + ) -> AsyncIterator[Dict[str, Any]]: + """Handle streaming request to AgentCore A2A agent.""" + litellm_params = kwargs.get("litellm_params") + if not litellm_params: + raise ValueError( + "litellm_params is required for BedrockAgentCoreA2AConfig " + "(must contain model with AgentCore ARN)" + ) + async for chunk in BedrockAgentCoreA2AHandler.handle_streaming( + request_id=request_id, + params=params, + litellm_params=litellm_params, + ): + yield chunk diff --git a/litellm/a2a_protocol/providers/bedrock_agentcore/handler.py b/litellm/a2a_protocol/providers/bedrock_agentcore/handler.py new file mode 100644 index 00000000000..d7445dfc252 --- /dev/null +++ b/litellm/a2a_protocol/providers/bedrock_agentcore/handler.py @@ -0,0 +1,134 @@ +""" +Handler for Bedrock AgentCore A2A-native agents. + +Sends JSON-RPC envelopes directly to AgentCore endpoints, bypassing the +completion bridge that would otherwise strip the envelope. +""" + +import json +from typing import Any, AsyncIterator, Dict, cast + +from litellm._logging import verbose_logger +from litellm.a2a_protocol.providers.bedrock_agentcore.transformation import ( + BedrockAgentCoreA2ATransformation, +) +from litellm.llms.custom_httpx.http_handler import get_async_httpx_client +from litellm.types.llms.custom_http import httpxSpecialProvider + + +class BedrockAgentCoreA2AHandler: + """ + Handler for Bedrock AgentCore A2A requests. + + Constructs JSON-RPC envelopes, signs them via AmazonAgentCoreConfig, + and POSTs directly to the AgentCore endpoint. + """ + + @staticmethod + async def handle_non_streaming( + request_id: str, + params: Dict[str, Any], + litellm_params: Dict[str, Any], + ) -> Dict[str, Any]: + """ + Handle non-streaming A2A request to AgentCore. + + Args: + request_id: A2A JSON-RPC request ID + params: A2A MessageSendParams containing the message + litellm_params: Agent's litellm_params (model, api_key, etc.) + + Returns: + A2A JSON-RPC response dict from the AgentCore agent + """ + url, headers, body = ( + BedrockAgentCoreA2ATransformation.get_url_and_signed_request( + request_id=request_id, + params=params, + litellm_params=litellm_params, + method="message/send", + ) + ) + + verbose_logger.info( + f"BedrockAgentCore A2A: Sending non-streaming request to {url}" + ) + + client = get_async_httpx_client( + llm_provider=cast(Any, httpxSpecialProvider.A2AProvider), + ) + response = await client.post( + url, + headers=headers, + data=body, + ) + response.raise_for_status() + response_data = response.json() + + if "error" in response_data: + verbose_logger.warning( + f"BedrockAgentCore A2A: Agent returned error: {response_data['error']}" + ) + + return response_data + + @staticmethod + async def handle_streaming( + request_id: str, + params: Dict[str, Any], + litellm_params: Dict[str, Any], + ) -> AsyncIterator[Dict[str, Any]]: + """ + Handle streaming A2A request to AgentCore. + + Args: + request_id: A2A JSON-RPC request ID + params: A2A MessageSendParams containing the message + litellm_params: Agent's litellm_params (model, api_key, etc.) + + Yields: + A2A streaming response events from the AgentCore agent + """ + url, headers, body = ( + BedrockAgentCoreA2ATransformation.get_url_and_signed_request( + request_id=request_id, + params=params, + litellm_params=litellm_params, + method="message/send", + stream=True, + ) + ) + + verbose_logger.info( + f"BedrockAgentCore A2A: Sending streaming request to {url}" + ) + + client = get_async_httpx_client( + llm_provider=cast(Any, httpxSpecialProvider.A2AProvider), + ) + response = await client.post( + url, + headers=headers, + data=body, + stream=True, + ) + response.raise_for_status() + + # Check content type — AgentCore may return JSON instead of SSE + content_type = response.headers.get("content-type", "").lower() + + if "application/json" in content_type: + # Single JSON response fallback (not SSE) + verbose_logger.debug( + "BedrockAgentCore A2A streaming: received JSON instead of SSE, " + "yielding as single event" + ) + response_body = await response.aread() + response_data = json.loads(response_body) + yield response_data + else: + # SSE stream — parse data: lines + async for event in BedrockAgentCoreA2ATransformation.parse_sse_events( + response + ): + yield event diff --git a/litellm/a2a_protocol/providers/bedrock_agentcore/transformation.py b/litellm/a2a_protocol/providers/bedrock_agentcore/transformation.py new file mode 100644 index 00000000000..44dc10fe2b7 --- /dev/null +++ b/litellm/a2a_protocol/providers/bedrock_agentcore/transformation.py @@ -0,0 +1,134 @@ +""" +Transformation layer for Bedrock AgentCore A2A provider. + +Constructs JSON-RPC envelopes, derives AgentCore URLs from model ARNs, +and signs requests via AmazonAgentCoreConfig (SigV4 or JWT). +""" + +import json +from typing import Any, AsyncIterator, Dict, Tuple + +from litellm._logging import verbose_logger +from litellm.llms.bedrock.chat.agentcore.transformation import AmazonAgentCoreConfig + + +class BedrockAgentCoreA2ATransformation: + """ + Request/response transformation for Bedrock AgentCore A2A agents. + + Reuses AmazonAgentCoreConfig for URL construction, ARN parsing, + and request signing. No logic is duplicated. + """ + + @staticmethod + def get_url_and_signed_request( + request_id: str, + params: Dict[str, Any], + litellm_params: Dict[str, Any], + method: str = "message/send", + stream: bool = False, + ) -> Tuple[str, dict, bytes]: + """ + Build the AgentCore URL, construct a JSON-RPC envelope, and sign the request. + + Args: + request_id: A2A JSON-RPC request ID + params: A2A MessageSendParams + litellm_params: Agent's litellm_params (model, api_key, etc.) + method: JSON-RPC method name (default: "message/send") + stream: Whether this is a streaming request + + Returns: + Tuple of (url, signed_headers, signed_body_bytes) + """ + # Extract model and strip the "bedrock/" prefix + # "bedrock/agentcore/arn:aws:..." → "agentcore/arn:aws:..." + model = litellm_params.get("model", "") + if model.startswith("bedrock/"): + agentcore_model = model[len("bedrock/") :] + else: + agentcore_model = model + + # Build optional_params from litellm_params (everything except model and custom_llm_provider) + optional_params = { + k: v + for k, v in litellm_params.items() + if k not in ("model", "custom_llm_provider") + } + + agentcore_config = AmazonAgentCoreConfig() + + # Derive URL from ARN + url = agentcore_config.get_complete_url( + api_base=optional_params.get("api_base"), + api_key=optional_params.get("api_key"), + model=agentcore_model, + optional_params=optional_params, + litellm_params=litellm_params, + stream=stream, + ) + + # Construct JSON-RPC 2.0 envelope + json_rpc_body = { + "jsonrpc": "2.0", + "method": method, + "id": request_id, + "params": params, + } + + # Set required AgentCore session headers (normally set by transform_request, + # which we skip because it also builds {"prompt": "..."}) + headers: dict = {} + session_id = agentcore_config._get_runtime_session_id(optional_params) + headers["X-Amzn-Bedrock-AgentCore-Runtime-Session-Id"] = session_id + runtime_user_id = agentcore_config._get_runtime_user_id(optional_params) + if runtime_user_id: + headers["X-Amzn-Bedrock-AgentCore-Runtime-User-Id"] = runtime_user_id + + # Sign the request (SigV4 or JWT depending on api_key presence) + signed_headers, signed_body = agentcore_config.sign_request( + headers=headers, + optional_params=optional_params, + request_data=json_rpc_body, + api_base=url, + api_key=optional_params.get("api_key"), + model=agentcore_model, + stream=stream, + ) + + # sign_request returns Optional[bytes] — ensure we have bytes + if signed_body is None: + signed_body = json.dumps(json_rpc_body).encode() + + return url, signed_headers, signed_body + + @staticmethod + async def parse_sse_events(response: Any) -> AsyncIterator[Dict[str, Any]]: + """ + Parse SSE events from an httpx streaming response. + + Reads line-by-line, parses `data:` lines as JSON, and yields each parsed dict. + + Args: + response: httpx streaming response + + Yields: + Parsed JSON dicts from SSE data lines + """ + async for line in response.aiter_lines(): + line = line.strip() + if not line: + continue + + if line.startswith("data:"): + data_str = line[len("data:") :].strip() + if not data_str: + continue + try: + event = json.loads(data_str) + yield event + except json.JSONDecodeError: + verbose_logger.debug( + f"BedrockAgentCore A2A: Skipping non-JSON SSE line: {data_str[:100]}" + ) + continue diff --git a/litellm/a2a_protocol/providers/config_manager.py b/litellm/a2a_protocol/providers/config_manager.py index a8b9566c171..d684efd4756 100644 --- a/litellm/a2a_protocol/providers/config_manager.py +++ b/litellm/a2a_protocol/providers/config_manager.py @@ -19,12 +19,14 @@ class A2AProviderConfigManager: @staticmethod def get_provider_config( custom_llm_provider: Optional[str], + model: Optional[str] = None, ) -> Optional[BaseA2AProviderConfig]: """ Get the provider configuration for a given custom_llm_provider. Args: custom_llm_provider: The provider identifier (e.g., "pydantic_ai_agents") + model: The model string (used to distinguish sub-providers, e.g. agentcore vs other bedrock) Returns: Provider configuration instance or None if not found @@ -39,9 +41,11 @@ class A2AProviderConfigManager: return PydanticAIProviderConfig() - # Add more providers here as needed - # elif custom_llm_provider == "another_provider": - # from litellm.a2a_protocol.providers.another_provider.config import AnotherProviderConfig - # return AnotherProviderConfig() + if custom_llm_provider == "bedrock" and model and "agentcore" in model: + from litellm.a2a_protocol.providers.bedrock_agentcore.config import ( + BedrockAgentCoreA2AConfig, + ) + + return BedrockAgentCoreA2AConfig() return None diff --git a/tests/test_litellm/a2a_protocol/providers/__init__.py b/tests/test_litellm/a2a_protocol/providers/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/__init__.py b/tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/test_bedrock_agentcore_a2a.py b/tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/test_bedrock_agentcore_a2a.py new file mode 100644 index 00000000000..f21faecaa2c --- /dev/null +++ b/tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/test_bedrock_agentcore_a2a.py @@ -0,0 +1,327 @@ +""" +Tests for Bedrock AgentCore A2A provider. + +Verifies that: +- JSON-RPC envelopes are preserved (not stripped by the completion bridge) +- URLs are derived from the model ARN +- Auth uses JWT Bearer or SigV4 +- Config manager routes "bedrock" correctly +- Handler passes litellm_params and allows api_base=None +""" + +import json + +import pytest +from unittest.mock import AsyncMock, MagicMock, patch + + +SAMPLE_ARN = "arn:aws:bedrock-agentcore:us-west-2:123456789:runtime/my_agent" +SAMPLE_MODEL = f"bedrock/agentcore/{SAMPLE_ARN}" +SAMPLE_PARAMS = { + "message": { + "role": "user", + "parts": [{"kind": "text", "text": "what is 1+1?"}], + "messageId": "msg-001", + } +} +SAMPLE_LITELLM_PARAMS = { + "model": SAMPLE_MODEL, + "custom_llm_provider": "bedrock", + "api_key": "test-jwt-token", +} + + +class TestTransformation: + """Test URL construction and JSON-RPC envelope building.""" + + def test_json_rpc_envelope_structure(self): + """Verify JSON-RPC body has jsonrpc, method, id, and params.""" + from litellm.a2a_protocol.providers.bedrock_agentcore.transformation import ( + BedrockAgentCoreA2ATransformation, + ) + + url, headers, body = ( + BedrockAgentCoreA2ATransformation.get_url_and_signed_request( + request_id="req-001", + params=SAMPLE_PARAMS, + litellm_params=SAMPLE_LITELLM_PARAMS, + method="message/send", + ) + ) + body_dict = json.loads(body) + assert body_dict["jsonrpc"] == "2.0" + assert body_dict["method"] == "message/send" + assert body_dict["id"] == "req-001" + assert body_dict["params"] == SAMPLE_PARAMS + + def test_url_derived_from_arn(self): + """Verify URL is constructed from the ARN, not from api_base.""" + from litellm.a2a_protocol.providers.bedrock_agentcore.transformation import ( + BedrockAgentCoreA2ATransformation, + ) + + url, _, _ = BedrockAgentCoreA2ATransformation.get_url_and_signed_request( + request_id="req-001", + params=SAMPLE_PARAMS, + litellm_params=SAMPLE_LITELLM_PARAMS, + ) + assert "bedrock-agentcore.us-west-2.amazonaws.com" in url + assert "/runtimes/" in url + assert "/invocations" in url + + def test_jwt_auth_uses_bearer_header(self): + """When api_key is set, Authorization header uses Bearer token.""" + from litellm.a2a_protocol.providers.bedrock_agentcore.transformation import ( + BedrockAgentCoreA2ATransformation, + ) + + _, headers, _ = BedrockAgentCoreA2ATransformation.get_url_and_signed_request( + request_id="req-001", + params=SAMPLE_PARAMS, + litellm_params=SAMPLE_LITELLM_PARAMS, + ) + assert headers["Authorization"] == "Bearer test-jwt-token" + + def test_session_id_header_set(self): + """Verify X-Amzn-Bedrock-AgentCore-Runtime-Session-Id is set.""" + from litellm.a2a_protocol.providers.bedrock_agentcore.transformation import ( + BedrockAgentCoreA2ATransformation, + ) + + _, headers, _ = BedrockAgentCoreA2ATransformation.get_url_and_signed_request( + request_id="req-001", + params=SAMPLE_PARAMS, + litellm_params=SAMPLE_LITELLM_PARAMS, + ) + session_id = headers.get("X-Amzn-Bedrock-AgentCore-Runtime-Session-Id", "") + assert len(session_id) >= 33 + + def test_custom_session_id_header(self): + """Verify custom runtimeSessionId is used when provided.""" + from litellm.a2a_protocol.providers.bedrock_agentcore.transformation import ( + BedrockAgentCoreA2ATransformation, + ) + + params_with_session = {**SAMPLE_LITELLM_PARAMS, "runtimeSessionId": "a" * 40} + _, headers, _ = BedrockAgentCoreA2ATransformation.get_url_and_signed_request( + request_id="req-001", + params=SAMPLE_PARAMS, + litellm_params=params_with_session, + ) + assert headers["X-Amzn-Bedrock-AgentCore-Runtime-Session-Id"] == "a" * 40 + + def test_sigv4_auth_when_no_api_key(self): + """When no api_key, falls through to SigV4 signing.""" + from litellm.a2a_protocol.providers.bedrock_agentcore.transformation import ( + BedrockAgentCoreA2ATransformation, + ) + + litellm_params_no_key = { + "model": SAMPLE_MODEL, + "custom_llm_provider": "bedrock", + "aws_access_key_id": "AKIAIOSFODNN7EXAMPLE", + "aws_secret_access_key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY", + "aws_region_name": "us-west-2", + } + + # Mock _sign_request to avoid hitting real botocore credential resolution + fake_sigv4_headers = { + "Authorization": "AWS4-HMAC-SHA256 Credential=AKIA.../bedrock-agentcore/aws4_request", + "Content-Type": "application/json", + "Accept": "application/json, text/event-stream", + } + fake_body = b'{"jsonrpc":"2.0"}' + + with patch( + "litellm.llms.bedrock.chat.agentcore.transformation.AmazonAgentCoreConfig._sign_request", + return_value=(fake_sigv4_headers, fake_body), + ): + _, headers, _ = BedrockAgentCoreA2ATransformation.get_url_and_signed_request( + request_id="req-001", + params=SAMPLE_PARAMS, + litellm_params=litellm_params_no_key, + ) + # SigV4 produces an Authorization header starting with "AWS4-HMAC-SHA256" + assert "Authorization" in headers + assert headers["Authorization"].startswith("AWS4-HMAC-SHA256") + + +class TestNonStreaming: + """Test end-to-end non-streaming flow.""" + + @pytest.mark.asyncio + async def test_json_rpc_body_sent_to_agentcore(self): + """Verify the full JSON-RPC envelope is POSTed, not {"prompt": "..."}.""" + from litellm.a2a_protocol.providers.bedrock_agentcore.config import ( + BedrockAgentCoreA2AConfig, + ) + + mock_response = MagicMock() + mock_response.json.return_value = { + "jsonrpc": "2.0", + "id": "req-001", + "result": { + "message": { + "role": "agent", + "parts": [{"kind": "text", "text": "2"}], + "messageId": "resp-001", + } + }, + } + mock_response.raise_for_status = MagicMock() + + with patch( + "litellm.a2a_protocol.providers.bedrock_agentcore.handler.get_async_httpx_client" + ) as mock_get_client: + mock_client = AsyncMock() + mock_client.post = AsyncMock(return_value=mock_response) + mock_get_client.return_value = mock_client + + config = BedrockAgentCoreA2AConfig() + result = await config.handle_non_streaming( + request_id="req-001", + params=SAMPLE_PARAMS, + litellm_params=SAMPLE_LITELLM_PARAMS, + ) + + # Verify the POST was called + mock_client.post.assert_called_once() + call_kwargs = mock_client.post.call_args + + # Verify sent body is JSON-RPC, not {"prompt": "..."} + sent_body = json.loads(call_kwargs.kwargs["data"]) + assert "jsonrpc" in sent_body + assert "method" in sent_body + assert sent_body["method"] == "message/send" + assert sent_body["params"]["message"]["parts"][0]["text"] == "what is 1+1?" + + # Verify response is passed through + assert result["result"]["message"]["parts"][0]["text"] == "2" + + @pytest.mark.asyncio + async def test_a2a_error_response_passthrough(self): + """JSON-RPC error responses from the agent are returned as-is.""" + from litellm.a2a_protocol.providers.bedrock_agentcore.config import ( + BedrockAgentCoreA2AConfig, + ) + + error_response = { + "jsonrpc": "2.0", + "id": "req-001", + "error": {"code": -32600, "message": "Bad request"}, + } + mock_response = MagicMock() + mock_response.json.return_value = error_response + mock_response.raise_for_status = MagicMock() + + with patch( + "litellm.a2a_protocol.providers.bedrock_agentcore.handler.get_async_httpx_client" + ) as mock_get_client: + mock_client = AsyncMock() + mock_client.post = AsyncMock(return_value=mock_response) + mock_get_client.return_value = mock_client + + config = BedrockAgentCoreA2AConfig() + result = await config.handle_non_streaming( + request_id="req-001", + params=SAMPLE_PARAMS, + litellm_params=SAMPLE_LITELLM_PARAMS, + ) + + assert result["error"]["code"] == -32600 + assert result["error"]["message"] == "Bad request" + + +class TestConfigManager: + """Test that config manager routes 'bedrock' correctly.""" + + def test_bedrock_returns_config(self): + from litellm.a2a_protocol.providers.bedrock_agentcore.config import ( + BedrockAgentCoreA2AConfig, + ) + from litellm.a2a_protocol.providers.config_manager import ( + A2AProviderConfigManager, + ) + + config = A2AProviderConfigManager.get_provider_config( + "bedrock", model=SAMPLE_MODEL + ) + assert config is not None + assert isinstance(config, BedrockAgentCoreA2AConfig) + + def test_bedrock_non_agentcore_returns_none(self): + """Non-agentcore bedrock models should fall through to completion bridge.""" + from litellm.a2a_protocol.providers.config_manager import ( + A2AProviderConfigManager, + ) + + config = A2AProviderConfigManager.get_provider_config( + "bedrock", model="bedrock/anthropic.claude-3-sonnet" + ) + assert config is None + + def test_unknown_provider_returns_none(self): + from litellm.a2a_protocol.providers.config_manager import ( + A2AProviderConfigManager, + ) + + assert A2AProviderConfigManager.get_provider_config("unknown") is None + + +class TestHandlerIntegration: + """Test handler.py changes — litellm_params passed through, api_base not required.""" + + @pytest.mark.asyncio + async def test_provider_config_receives_litellm_params(self): + """Verify handler passes litellm_params to provider config via kwargs.""" + from litellm.a2a_protocol.litellm_completion_bridge.handler import ( + A2ACompletionBridgeHandler, + ) + + mock_config = AsyncMock() + mock_config.handle_non_streaming = AsyncMock( + return_value={"jsonrpc": "2.0", "id": "req-001", "result": {}} + ) + + with patch( + "litellm.a2a_protocol.litellm_completion_bridge.handler.A2AProviderConfigManager.get_provider_config", + return_value=mock_config, + ): + await A2ACompletionBridgeHandler.handle_non_streaming( + request_id="req-001", + params=SAMPLE_PARAMS, + litellm_params=SAMPLE_LITELLM_PARAMS, + api_base=None, + ) + + mock_config.handle_non_streaming.assert_called_once_with( + request_id="req-001", + params=SAMPLE_PARAMS, + api_base=None, + litellm_params=SAMPLE_LITELLM_PARAMS, + ) + + @pytest.mark.asyncio + async def test_api_base_none_allowed_with_provider_config(self): + """api_base=None no longer raises when a provider config is registered.""" + from litellm.a2a_protocol.litellm_completion_bridge.handler import ( + A2ACompletionBridgeHandler, + ) + + mock_config = AsyncMock() + mock_config.handle_non_streaming = AsyncMock( + return_value={"jsonrpc": "2.0", "id": "req-001", "result": {}} + ) + + with patch( + "litellm.a2a_protocol.litellm_completion_bridge.handler.A2AProviderConfigManager.get_provider_config", + return_value=mock_config, + ): + # Should NOT raise ValueError + result = await A2ACompletionBridgeHandler.handle_non_streaming( + request_id="req-001", + params=SAMPLE_PARAMS, + litellm_params=SAMPLE_LITELLM_PARAMS, + api_base=None, + ) + assert result is not None From 4c1ef4234d88cb8b9b01b0f1dd02d8eab3a81d64 Mon Sep 17 00:00:00 2001 From: michelligabriele Date: Sat, 4 Apr 2026 05:41:24 +0200 Subject: [PATCH 28/63] feat(ui): add guardrails support to project create/edit forms (#25100) --- .../hooks/projects/useCreateProject.ts | 1 + .../hooks/projects/useUpdateProject.ts | 1 + .../ProjectModals/EditProjectModal.tsx | 6 ++- .../ProjectModals/ProjectBaseForm.test.tsx | 13 +++++++ .../ProjectModals/ProjectBaseForm.tsx | 37 +++++++++++++++++++ .../ProjectModals/projectFormUtils.test.ts | 16 ++++++++ .../ProjectModals/projectFormUtils.ts | 3 ++ 7 files changed, 76 insertions(+), 1 deletion(-) diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/projects/useCreateProject.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/projects/useCreateProject.ts index 3943f23794e..e206c770b19 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/hooks/projects/useCreateProject.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/projects/useCreateProject.ts @@ -17,6 +17,7 @@ export interface ProjectCreateParams { models?: string[]; max_budget?: number; blocked?: boolean; + guardrails?: string[]; metadata?: Record; model_rpm_limit?: Record; model_tpm_limit?: Record; diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/projects/useUpdateProject.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/projects/useUpdateProject.ts index e6cd3071f5f..2042c8fc7cd 100644 --- a/ui/litellm-dashboard/src/app/(dashboard)/hooks/projects/useUpdateProject.ts +++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/projects/useUpdateProject.ts @@ -17,6 +17,7 @@ export interface ProjectUpdateParams { models?: string[]; max_budget?: number; blocked?: boolean; + guardrails?: string[]; metadata?: Record; model_rpm_limit?: Record; model_tpm_limit?: Record; diff --git a/ui/litellm-dashboard/src/components/Projects/ProjectModals/EditProjectModal.tsx b/ui/litellm-dashboard/src/components/Projects/ProjectModals/EditProjectModal.tsx index dc3b43ef73c..6c65e518cfd 100644 --- a/ui/litellm-dashboard/src/components/Projects/ProjectModals/EditProjectModal.tsx +++ b/ui/litellm-dashboard/src/components/Projects/ProjectModals/EditProjectModal.tsx @@ -33,6 +33,9 @@ export function EditProjectModal({ const metadataObj = (project.metadata ?? {}) as Record; const rpmLimits = (metadataObj.model_rpm_limit ?? {}) as Record; const tpmLimits = (metadataObj.model_tpm_limit ?? {}) as Record; + const guardrails = (Array.isArray(metadataObj.guardrails) + ? metadataObj.guardrails + : []) as string[]; const modelLimits: ProjectFormValues["modelLimits"] = []; const allLimitModels = new Set([ @@ -48,7 +51,7 @@ export function EditProjectModal({ } // Filter out internal keys from user-facing metadata - const internalKeys = new Set(["model_rpm_limit", "model_tpm_limit"]); + const internalKeys = new Set(["model_rpm_limit", "model_tpm_limit", "guardrails"]); const metadata: ProjectFormValues["metadata"] = []; for (const [key, value] of Object.entries(metadataObj)) { if (!internalKeys.has(key)) { @@ -63,6 +66,7 @@ export function EditProjectModal({ models: project.models ?? [], max_budget: project.litellm_budget_table?.max_budget ?? undefined, isBlocked: project.blocked, + guardrails: guardrails.length > 0 ? guardrails : undefined, modelLimits: modelLimits.length > 0 ? modelLimits : undefined, metadata: metadata.length > 0 ? metadata : undefined, }); diff --git a/ui/litellm-dashboard/src/components/Projects/ProjectModals/ProjectBaseForm.test.tsx b/ui/litellm-dashboard/src/components/Projects/ProjectModals/ProjectBaseForm.test.tsx index 04e3ed64f47..d8532146566 100644 --- a/ui/litellm-dashboard/src/components/Projects/ProjectModals/ProjectBaseForm.test.tsx +++ b/ui/litellm-dashboard/src/components/Projects/ProjectModals/ProjectBaseForm.test.tsx @@ -14,6 +14,10 @@ vi.mock("@/components/organisms/create_key_button", () => ({ fetchTeamModels: vi.fn().mockResolvedValue([]), })); +vi.mock("@/components/networking", () => ({ + getGuardrailsList: vi.fn().mockResolvedValue({ guardrails: [] }), +})); + vi.mock("@/components/key_team_helpers/fetch_available_models_team_key", () => ({ getModelDisplayName: (model: string) => model, })); @@ -86,4 +90,13 @@ describe("ProjectBaseForm", () => { renderWithProviders(); expect(screen.getByText("Advanced Settings")).toBeInTheDocument(); }); + + it("should show a Guardrails field in the Advanced Settings section", async () => { + const user = userEvent.setup(); + renderWithProviders(); + await user.click(screen.getByText("Advanced Settings")); + await waitFor(() => { + expect(screen.getByText("Guardrails")).toBeInTheDocument(); + }); + }); }); diff --git a/ui/litellm-dashboard/src/components/Projects/ProjectModals/ProjectBaseForm.tsx b/ui/litellm-dashboard/src/components/Projects/ProjectModals/ProjectBaseForm.tsx index bf1eca882c3..81d8fabe084 100644 --- a/ui/litellm-dashboard/src/components/Projects/ProjectModals/ProjectBaseForm.tsx +++ b/ui/litellm-dashboard/src/components/Projects/ProjectModals/ProjectBaseForm.tsx @@ -22,6 +22,7 @@ import { useTeams } from "@/app/(dashboard)/hooks/teams/useTeams"; import { Team } from "../../key_team_helpers/key_list"; import { fetchTeamModels } from "../../organisms/create_key_button"; import { getModelDisplayName } from "../../key_team_helpers/fetch_available_models_team_key"; +import { getGuardrailsList } from "@/components/networking"; export interface ProjectFormValues { project_alias: string; @@ -30,6 +31,7 @@ export interface ProjectFormValues { models: string[]; max_budget?: number; isBlocked: boolean; + guardrails?: string[]; modelLimits?: { model: string; tpm?: number; rpm?: number }[]; metadata?: { key: string; value: string }[]; } @@ -46,6 +48,23 @@ export function ProjectBaseForm({ const [selectedTeam, setSelectedTeam] = useState(null); const [modelsToPick, setModelsToPick] = useState([]); + const [guardrailsList, setGuardrailsList] = useState([]); + + useEffect(() => { + const fetchGuardrails = async () => { + if (!accessToken) return; + try { + const response = await getGuardrailsList(accessToken); + const names = response.guardrails.map( + (g: { guardrail_name: string }) => g.guardrail_name + ); + setGuardrailsList(names); + } catch (error) { + console.error("Failed to fetch guardrails:", error); + } + }; + fetchGuardrails(); + }, [accessToken]); // Sync selectedTeam from form value (needed for edit mode pre-fill) const teamIdValue = Form.useWatch("team_id", form); @@ -259,6 +278,24 @@ export function ProjectBaseForm({ + + returns undefined when the user clears the selection. Coalescing to "" caused the team-update payload to carry organization_id: "" instead of null, relying on the backend to coerce it. Send null directly so the intent is explicit at the source. --- ui/litellm-dashboard/src/components/team/TeamInfo.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index a6fbe331b9c..abc967bb984 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -495,7 +495,7 @@ const TeamInfoView: React.FC = ({ }, ...(values.policies?.length > 0 ? { policies: values.policies } : {}), ...(values.organization_id !== info.organization_id - ? { organization_id: values.organization_id ?? "" } + ? { organization_id: values.organization_id ?? null } : {}), }; From ad203dc9a79ff32962431eca6ac557338a8788d4 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Sat, 4 Apr 2026 09:58:55 -0700 Subject: [PATCH 32/63] poetry --- poetry.lock | 65 ++++++++++++++++++++++++++++++----------------------- 1 file changed, 37 insertions(+), 28 deletions(-) diff --git a/poetry.lock b/poetry.lock index dff1b8781d5..afe44e2ba6d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand. [[package]] name = "a2a-sdk" @@ -7,11 +7,11 @@ description = "A2A Python SDK" optional = false python-versions = ">=3.10" groups = ["main", "proxy-dev"] -markers = "python_version >= \"3.10\"" files = [ {file = "a2a_sdk-0.3.25-py3-none-any.whl", hash = "sha256:2fce38faea82eb0b6f9f9c2bcf761b0d78612c80ef0e599b50d566db1b2654b5"}, {file = "a2a_sdk-0.3.25.tar.gz", hash = "sha256:afda85bab8d6af0c5d15e82f326c94190f6be8a901ce562d045a338b7127242f"}, ] +markers = {main = "python_version >= \"3.10\" and extra == \"extra-proxy\"", proxy-dev = "python_version >= \"3.10\""} [package.dependencies] google-api-core = ">=1.26.0" @@ -386,6 +386,7 @@ files = [ {file = "azure_core-1.36.0-py3-none-any.whl", hash = "sha256:fee9923a3a753e94a259563429f3644aaf05c486d45b1215d098115102d91d3b"}, {file = "azure_core-1.36.0.tar.gz", hash = "sha256:22e5605e6d0bf1d229726af56d9e92bc37b6e726b141a18be0b4d424131741b7"}, ] +markers = {main = "extra == \"proxy\" or extra == \"extra-proxy\""} [package.dependencies] requests = ">=2.21.0" @@ -406,6 +407,7 @@ files = [ {file = "azure_identity-1.25.3-py3-none-any.whl", hash = "sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c"}, {file = "azure_identity-1.25.3.tar.gz", hash = "sha256:ab23c0d63015f50b630ef6c6cf395e7262f439ce06e5d07a64e874c724f8d9e6"}, ] +markers = {main = "extra == \"proxy\" or extra == \"extra-proxy\""} [package.dependencies] azure-core = ">=1.31.0" @@ -719,7 +721,7 @@ files = [ {file = "cffi-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9"}, {file = "cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529"}, ] -markers = {main = "platform_python_implementation != \"PyPy\" or extra == \"proxy\"", dev = "platform_python_implementation != \"PyPy\"", proxy-dev = "platform_python_implementation != \"PyPy\""} +markers = {main = "(platform_python_implementation != \"PyPy\" or extra == \"proxy\") and (python_version >= \"3.10\" or extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\") and (extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\")", dev = "platform_python_implementation != \"PyPy\"", proxy-dev = "platform_python_implementation != \"PyPy\""} [package.dependencies] pycparser = {version = "*", markers = "implementation_name != \"PyPy\""} @@ -1313,6 +1315,7 @@ files = [ {file = "cryptography-43.0.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2ce6fae5bdad59577b44e4dfed356944fbf1d925269114c28be377692643b4ff"}, {file = "cryptography-43.0.3.tar.gz", hash = "sha256:315b9001266a492a6ff443b61238f956b214dbec9910a081ba5b6646a055a805"}, ] +markers = {main = "python_version >= \"3.10\" and (extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\") or extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\""} [package.dependencies] cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""} @@ -1378,7 +1381,7 @@ files = [ {file = "deprecated-1.3.1-py2.py3-none-any.whl", hash = "sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f"}, {file = "deprecated-1.3.1.tar.gz", hash = "sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223"}, ] -markers = {main = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [package.dependencies] wrapt = ">=1.10,<3" @@ -2114,11 +2117,11 @@ description = "Google API client core library" optional = false python-versions = ">=3.7" groups = ["main", "proxy-dev"] -markers = "python_version >= \"3.14\"" files = [ {file = "google_api_core-2.25.2-py3-none-any.whl", hash = "sha256:e9a8f62d363dc8424a8497f4c2a47d6bcda6c16514c935629c257ab5d10210e7"}, {file = "google_api_core-2.25.2.tar.gz", hash = "sha256:1c63aa6af0d0d5e37966f157a77f9396d820fba59f9e43e9415bc3dc5baff300"}, ] +markers = {main = "python_version >= \"3.14\" and (extra == \"extra-proxy\" or extra == \"google\")", proxy-dev = "python_version >= \"3.14\""} [package.dependencies] google-auth = ">=2.14.1,<3.0.0" @@ -2146,7 +2149,7 @@ files = [ {file = "google_api_core-2.28.1-py3-none-any.whl", hash = "sha256:4021b0f8ceb77a6fb4de6fde4502cecab45062e66ff4f2895169e0b35bc9466c"}, {file = "google_api_core-2.28.1.tar.gz", hash = "sha256:2b405df02d68e68ce0fbc138559e6036559e685159d148ae5861013dc201baf8"}, ] -markers = {main = "(python_version >= \"3.10\" or extra == \"google\" or extra == \"extra-proxy\") and python_version <= \"3.13\"", proxy-dev = "python_version >= \"3.10\" and python_version <= \"3.13\""} +markers = {main = "python_version <= \"3.13\" and (extra == \"extra-proxy\" or extra == \"google\")", proxy-dev = "python_version >= \"3.10\" and python_version <= \"3.13\""} [package.dependencies] google-auth = ">=2.14.1,<3.0.0" @@ -2183,7 +2186,7 @@ files = [ {file = "google_auth-2.49.1-py3-none-any.whl", hash = "sha256:195ebe3dca18eddd1b3db5edc5189b76c13e96f29e73043b923ebcf3f1a860f7"}, {file = "google_auth-2.49.1.tar.gz", hash = "sha256:16d40da1c3c5a0533f57d268fe72e0ebb0ae1cc3b567024122651c045d879b64"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\"", proxy-dev = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and (extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\") or extra == \"google\" or extra == \"extra-proxy\"", proxy-dev = "python_version >= \"3.10\""} [package.dependencies] cryptography = ">=38.0.3" @@ -2351,11 +2354,11 @@ files = [ ] [package.dependencies] -google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]} -google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev" -grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev" -proto-plus = ">=1.22.3,<2.0.0dev" -protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev" +google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0.dev0", extras = ["grpc"]} +google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0.dev0" +grpc-google-iam-v1 = ">=0.12.4,<1.0.0.dev0" +proto-plus = ">=1.22.3,<2.0.0.dev0" +protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0" [[package]] name = "google-cloud-resource-manager" @@ -2537,7 +2540,7 @@ files = [ {file = "googleapis_common_protos-1.72.0-py3-none-any.whl", hash = "sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038"}, {file = "googleapis_common_protos-1.72.0.tar.gz", hash = "sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and (extra == \"extra-proxy\" or extra == \"google\") or extra == \"google\" or extra == \"extra-proxy\""} [package.dependencies] grpcio = {version = ">=1.44.0,<2.0.0", optional = true, markers = "extra == \"grpc\""} @@ -2946,11 +2949,11 @@ description = "Consume Server-Sent Event (SSE) messages with HTTPX." optional = false python-versions = ">=3.9" groups = ["main", "proxy-dev"] -markers = "python_version >= \"3.10\"" files = [ {file = "httpx_sse-0.4.3-py3-none-any.whl", hash = "sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc"}, {file = "httpx_sse-0.4.3.tar.gz", hash = "sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d"}, ] +markers = {main = "python_version >= \"3.10\" and (extra == \"proxy\" or extra == \"extra-proxy\")", proxy-dev = "python_version >= \"3.10\""} [[package]] name = "huey" @@ -3321,7 +3324,7 @@ files = [ [package.dependencies] attrs = ">=22.2.0" -jsonschema-specifications = ">=2023.03.6" +jsonschema-specifications = ">=2023.3.6" referencing = ">=0.28.4" rpds-py = ">=0.7.1" @@ -4095,6 +4098,7 @@ files = [ {file = "msal-1.35.1-py3-none-any.whl", hash = "sha256:8f4e82f34b10c19e326ec69f44dc6b30171f2f7098f3720ea8a9f0c11832caa3"}, {file = "msal-1.35.1.tar.gz", hash = "sha256:70cac18ab80a053bff86219ba64cfe3da1f307c74b009e2da57ef040eb1b5656"}, ] +markers = {main = "extra == \"proxy\" or extra == \"extra-proxy\""} [package.dependencies] cryptography = ">=2.5,<49" @@ -4115,6 +4119,7 @@ files = [ {file = "msal_extensions-1.3.1-py3-none-any.whl", hash = "sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca"}, {file = "msal_extensions-1.3.1.tar.gz", hash = "sha256:c5b0fd10f65ef62b5f1d62f4251d51cbcaf003fcedae8c91b040a488614be1a4"}, ] +markers = {main = "extra == \"proxy\" or extra == \"extra-proxy\""} [package.dependencies] msal = ">=1.29,<2" @@ -4366,6 +4371,7 @@ files = [ {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"}, {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"}, ] +markers = {main = "extra == \"extra-proxy\""} [[package]] name = "numpy" @@ -4494,7 +4500,7 @@ files = [ {file = "opentelemetry_api-1.28.0-py3-none-any.whl", hash = "sha256:8457cd2c59ea1bd0988560f021656cecd254ad7ef6be4ba09dbefeca2409ce52"}, {file = "opentelemetry_api-1.28.0.tar.gz", hash = "sha256:578610bcb8aa5cdcb11169d136cc752958548fb6ccffb0969c1036b0ee9e5353"}, ] -markers = {main = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [package.dependencies] deprecated = ">=1.2.6" @@ -4600,7 +4606,7 @@ files = [ {file = "opentelemetry_sdk-1.28.0-py3-none-any.whl", hash = "sha256:4b37da81d7fad67f6683c4420288c97f4ed0d988845d5886435f428ec4b8429a"}, {file = "opentelemetry_sdk-1.28.0.tar.gz", hash = "sha256:41d5420b2e3fb7716ff4981b510d551eff1fc60eb5a95cf7335b31166812a893"}, ] -markers = {main = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [package.dependencies] opentelemetry-api = "1.28.0" @@ -4618,7 +4624,7 @@ files = [ {file = "opentelemetry_semantic_conventions-0.49b0-py3-none-any.whl", hash = "sha256:0458117f6ead0b12e3221813e3e511d85698c31901cac84682052adb9c17c7cd"}, {file = "opentelemetry_semantic_conventions-0.49b0.tar.gz", hash = "sha256:dbc7b28339e5390b6b28e022835f9bac4e134a80ebf640848306d3c5192557e8"}, ] -markers = {main = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [package.dependencies] deprecated = ">=1.2.6" @@ -5130,6 +5136,7 @@ files = [ {file = "prisma-0.11.0-py3-none-any.whl", hash = "sha256:22bb869e59a2968b99f3483bb417717273ffbc569fd1e9ceed95e5614cbaf53a"}, {file = "prisma-0.11.0.tar.gz", hash = "sha256:3f2f2fd2361e1ec5ff655f2a04c7860c2f2a5bc4c91f78ca9c5c6349735bf693"}, ] +markers = {main = "extra == \"extra-proxy\""} [package.dependencies] click = ">=7.1.2" @@ -5303,7 +5310,7 @@ files = [ {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"}, {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\"", proxy-dev = "python_version >= \"3.10\""} +markers = {main = "python_version < \"3.13\" and (extra == \"extra-proxy\" or extra == \"google\") or extra == \"google\" or extra == \"extra-proxy\"", proxy-dev = "python_version >= \"3.10\""} [package.dependencies] protobuf = ">=3.19.0,<7.0.0" @@ -5331,7 +5338,7 @@ files = [ {file = "protobuf-5.29.5-py3-none-any.whl", hash = "sha256:6cf42630262c59b2d8de33954443d94b746c952b01434fc58a417fdbd2e84bd5"}, {file = "protobuf-5.29.5.tar.gz", hash = "sha256:bc1463bafd4b0929216c35f437a8e28731a2b7fe3d98bb77a600efced5a15c84"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and (extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\") or extra == \"google\" or extra == \"extra-proxy\""} [[package]] name = "psutil" @@ -5491,7 +5498,7 @@ files = [ {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"}, {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\"", proxy-dev = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and (extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\") or extra == \"google\" or extra == \"extra-proxy\"", proxy-dev = "python_version >= \"3.10\""} [[package]] name = "pyasn1-modules" @@ -5504,7 +5511,7 @@ files = [ {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"}, {file = "pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\"", proxy-dev = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and (extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\") or extra == \"google\" or extra == \"extra-proxy\"", proxy-dev = "python_version >= \"3.10\""} [package.dependencies] pyasn1 = ">=0.6.1,<0.7.0" @@ -5532,7 +5539,7 @@ files = [ {file = "pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934"}, {file = "pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2"}, ] -markers = {main = "(platform_python_implementation != \"PyPy\" or extra == \"proxy\") and implementation_name != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", proxy-dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""} +markers = {main = "(platform_python_implementation != \"PyPy\" or extra == \"proxy\") and implementation_name != \"PyPy\" and (python_version >= \"3.10\" or extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\") and (extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\")", dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", proxy-dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""} [[package]] name = "pydantic" @@ -5755,6 +5762,7 @@ files = [ {file = "pyjwt-2.12.1-py3-none-any.whl", hash = "sha256:28ca37c070cad8ba8cd9790cd940535d40274d22f80ab87f3ac6a713e6e8454c"}, {file = "pyjwt-2.12.1.tar.gz", hash = "sha256:c74a7a2adf861c04d002db713dd85f84beb242228e671280bf709d765b03672b"}, ] +markers = {main = "extra == \"extra-proxy\" or extra == \"proxy\""} [package.dependencies] cryptography = {version = ">=3.4.0", optional = true, markers = "extra == \"crypto\""} @@ -6736,10 +6744,10 @@ files = [ ] [package.dependencies] -botocore = ">=1.37.4,<2.0a.0" +botocore = ">=1.37.4,<2.0a0" [package.extras] -crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"] +crt = ["botocore[crt] (>=1.37.4,<2.0a0)"] [[package]] name = "scikit-learn" @@ -6892,9 +6900,9 @@ tornado = ">=6.4.2,<7" urllib3 = ">=1.26,<3" [package.extras] -all = ["boto3 (>=1.34.98,<2)", "botocore (>=1.34.110,<2)", "cohere (>=5.9.4,<6.00)", "dagger-io (>=0.1.1) ; python_version >= \"3.11\"", "fastembed (>=0.3.0,<0.4) ; python_version < \"3.13\"", "google-cloud-aiplatform (>=1.45.0,<2)", "ipykernel (>=6.25.0,<7)", "llama-cpp-python (>=0.2.28,<0.2.86) ; python_version < \"3.13\"", "mistralai (>=0.0.12,<0.1.0)", "mypy (>=1.7.1,<2)", "ollama (>=0.1.7)", "pillow (>=10.2.0,<11.0.0) ; python_version < \"3.13\"", "pinecone[asyncio] (>=7.0.0,<8.0.0)", "psycopg[binary] (>=3.1.0,<4)", "pytest (>=8.2,<9.0)", "pytest-asyncio (>=0.24.0,<0.25)", "pytest-cov (>=4.1.0,<5)", "pytest-mock (>=3.12.0,<4)", "pytest-timeout", "pytest-xdist (>=3.5.0,<4)", "python-dotenv (>=1.0.0,<2)", "qdrant-client (>=1.11.1,<2)", "requests-mock (>=1.12.1,<2)", "ruff (>=0.11.2,<0.12)", "sentence-transformers (>=5.0.0) ; python_version < \"3.13\"", "tokenizers (>=0.19) ; python_version < \"3.13\"", "torch (>=2.6.0) ; python_version < \"3.13\"", "torchvision (>=0.17.0) ; python_version < \"3.13\"", "transformers (>=4.36.2) ; python_version < \"3.13\"", "types-pyyaml (>=6.0.12.12,<7)", "types-requests (>=2.31.0,<3)"] +all = ["boto3 (>=1.34.98,<2)", "botocore (>=1.34.110,<2)", "cohere (>=5.9.4,<6.0)", "dagger-io (>=0.1.1) ; python_version >= \"3.11\"", "fastembed (>=0.3.0,<0.4) ; python_version < \"3.13\"", "google-cloud-aiplatform (>=1.45.0,<2)", "ipykernel (>=6.25.0,<7)", "llama-cpp-python (>=0.2.28,<0.2.86) ; python_version < \"3.13\"", "mistralai (>=0.0.12,<0.1.0)", "mypy (>=1.7.1,<2)", "ollama (>=0.1.7)", "pillow (>=10.2.0,<11.0.0) ; python_version < \"3.13\"", "pinecone[asyncio] (>=7.0.0,<8.0.0)", "psycopg[binary] (>=3.1.0,<4)", "pytest (>=8.2,<9.0)", "pytest-asyncio (>=0.24.0,<0.25)", "pytest-cov (>=4.1.0,<5)", "pytest-mock (>=3.12.0,<4)", "pytest-timeout", "pytest-xdist (>=3.5.0,<4)", "python-dotenv (>=1.0.0,<2)", "qdrant-client (>=1.11.1,<2)", "requests-mock (>=1.12.1,<2)", "ruff (>=0.11.2,<0.12)", "sentence-transformers (>=5.0.0) ; python_version < \"3.13\"", "tokenizers (>=0.19) ; python_version < \"3.13\"", "torch (>=2.6.0) ; python_version < \"3.13\"", "torchvision (>=0.17.0) ; python_version < \"3.13\"", "transformers (>=4.36.2) ; python_version < \"3.13\"", "types-pyyaml (>=6.0.12.12,<7)", "types-requests (>=2.31.0,<3)"] bedrock = ["boto3 (>=1.34.98,<2)", "botocore (>=1.34.110,<2)"] -cohere = ["cohere (>=5.9.4,<6.00)"] +cohere = ["cohere (>=5.9.4,<6.0)"] dev = ["dagger-io (>=0.1.1) ; python_version >= \"3.11\"", "ipykernel (>=6.25.0,<7)", "mypy (>=1.7.1,<2)", "pytest (>=8.2,<9.0)", "pytest-asyncio (>=0.24.0,<0.25)", "pytest-cov (>=4.1.0,<5)", "pytest-mock (>=3.12.0,<4)", "pytest-timeout", "pytest-xdist (>=3.5.0,<4)", "python-dotenv (>=1.0.0,<2)", "requests-mock (>=1.12.1,<2)", "ruff (>=0.11.2,<0.12)", "types-pyyaml (>=6.0.12.12,<7)", "types-requests (>=2.31.0,<3)"] docs = ["pydoc-markdown (>=4.8.2) ; python_version < \"3.12\""] fastembed = ["fastembed (>=0.3.0,<0.4) ; python_version < \"3.13\""] @@ -7573,6 +7581,7 @@ files = [ {file = "tomlkit-0.13.3-py3-none-any.whl", hash = "sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0"}, {file = "tomlkit-0.13.3.tar.gz", hash = "sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1"}, ] +markers = {main = "extra == \"extra-proxy\""} [[package]] name = "tornado" @@ -8114,7 +8123,7 @@ files = [ {file = "wrapt-1.17.3-py3-none-any.whl", hash = "sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22"}, {file = "wrapt-1.17.3.tar.gz", hash = "sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0"}, ] -markers = {main = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [[package]] name = "wsproto" From 76c05913dd52401f6ed7eae770dddb75c6998487 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Sat, 4 Apr 2026 10:08:44 -0700 Subject: [PATCH 33/63] chore: regen poetry.lock for litellm-proxy-extras 0.4.64 bump --- poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index afe44e2ba6d..ca64f3101b1 100644 --- a/poetry.lock +++ b/poetry.lock @@ -3601,15 +3601,15 @@ files = [ [[package]] name = "litellm-proxy-extras" -version = "0.4.63" +version = "0.4.64" description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package." optional = true python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8" groups = ["main"] markers = "extra == \"proxy\"" files = [ - {file = "litellm_proxy_extras-0.4.63-py3-none-any.whl", hash = "sha256:46ec50083832b6b5ead86e53003657e1a53dc27bd95cbdbaee9c1343726e3acb"}, - {file = "litellm_proxy_extras-0.4.63.tar.gz", hash = "sha256:7161b27c3b38a840c13bb113b733196efafe2bb4d2ba22c9bd6e359c4b753aa2"}, + {file = "litellm_proxy_extras-0.4.64-py3-none-any.whl", hash = "sha256:e10f1d4bbfa84ce709e5ef559c8345d5bbe56e206655a5328384af87a078be6d"}, + {file = "litellm_proxy_extras-0.4.64.tar.gz", hash = "sha256:cca35fd41fea914dc067641df14937ba9037fa50177f11351f8c61902a434e92"}, ] [[package]] @@ -8318,4 +8318,4 @@ utils = ["numpydoc"] [metadata] lock-version = "2.1" python-versions = ">=3.9,<4.0" -content-hash = "9a2476d5f234f3ce45f399a77fb9e86bd0025e27e2bb905b0ecac7848c4a758c" +content-hash = "4964cafa67fee48aa1c7dd38ca08de20677b273d2b6faee2d6a264330f9099aa" From 91d88737b40ae013c40037c89247d019d3ed664e Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Sat, 4 Apr 2026 10:29:02 -0700 Subject: [PATCH 34/63] fix(ui): don't overwrite vector_store_ids with empty array on model edit The edit-model form initialized vector_store_ids to [] and then unconditionally included it in the update payload. Editing any unrelated field (e.g. temperature) on a model without vector stores would inject vector_store_ids: [] into the model's litellm_params via the PATCH-merge backend, which then propagated to inference requests and broke Anthropic calls. Mirror the cache_control_injection_points pattern directly below: only include the field when length > 0, otherwise delete the key from the payload so PATCH leaves the stored value untouched. --- ui/litellm-dashboard/src/components/model_info_view.tsx | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/ui/litellm-dashboard/src/components/model_info_view.tsx b/ui/litellm-dashboard/src/components/model_info_view.tsx index 9e846c83ff3..e14fc0c5f6c 100644 --- a/ui/litellm-dashboard/src/components/model_info_view.tsx +++ b/ui/litellm-dashboard/src/components/model_info_view.tsx @@ -265,10 +265,10 @@ export default function ModelInfoView({ if (values.guardrails) { updatedLitellmParams.guardrails = values.guardrails; } - if (values.vector_store_ids !== undefined) { - updatedLitellmParams.vector_store_ids = Array.isArray(values.vector_store_ids) - ? values.vector_store_ids - : []; + if (values.vector_store_ids?.length > 0) { + updatedLitellmParams.vector_store_ids = values.vector_store_ids; + } else { + delete updatedLitellmParams.vector_store_ids; } // Handle cache control settings From fba3bbe47accac78b54c993ac0f8031d51ce2a79 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Sat, 4 Apr 2026 10:42:47 -0700 Subject: [PATCH 35/63] test(ui): add regression test for vector_store_ids edit-model bug Verifies that saving an edit to a model without vector stores does not inject vector_store_ids into the PATCH payload. The test fails against the pre-fix handler (payload contains vector_store_ids: []) and passes with the length-guard fix. --- .../src/components/model_info_view.test.tsx | 27 +++++++++++++++++++ 1 file changed, 27 insertions(+) diff --git a/ui/litellm-dashboard/src/components/model_info_view.test.tsx b/ui/litellm-dashboard/src/components/model_info_view.test.tsx index b2cbbda34aa..79e41508bb0 100644 --- a/ui/litellm-dashboard/src/components/model_info_view.test.tsx +++ b/ui/litellm-dashboard/src/components/model_info_view.test.tsx @@ -552,6 +552,33 @@ describe("ModelInfoView", () => { expect(updatePayload.litellm_params.litellm_credential_name).not.toBe("from-json"); }); + it("should not include vector_store_ids in update payload when model has none", async () => { + // Regression: editing a model without vector stores used to inject + // vector_store_ids: [] into litellm_params, which then propagated to + // inference requests and broke Anthropic calls. + const user = userEvent.setup(); + render(, { wrapper }); + + await waitFor(() => { + expect(screen.getByRole("button", { name: /edit settings/i })).toBeInTheDocument(); + }); + + await user.click(screen.getByRole("button", { name: /edit settings/i })); + + await waitFor(() => { + expect(screen.getByRole("button", { name: /save changes/i })).toBeInTheDocument(); + }); + + await user.click(screen.getByRole("button", { name: /save changes/i })); + + await waitFor(() => { + expect(mockModelPatchUpdateCall).toHaveBeenCalled(); + }); + + const updatePayload = mockModelPatchUpdateCall.mock.calls[0][1]; + expect(updatePayload.litellm_params).not.toHaveProperty("vector_store_ids"); + }); + it("should display health check model field for wildcard models", async () => { const wildcardModelData = { ...defaultModelData, From 1e414b5da542c05749477e72de4da200eebee172 Mon Sep 17 00:00:00 2001 From: Yuneng Jiang Date: Sat, 4 Apr 2026 10:55:40 -0700 Subject: [PATCH 36/63] chore: update Next.js build artifacts (2026-04-04 17:55 UTC, node v22.16.0) --- .../out/{404/index.html => 404.html} | 2 +- .../_experimental/out/__next.__PAGE__.txt | 22 +-- .../proxy/_experimental/out/__next._full.txt | 42 ++--- .../proxy/_experimental/out/__next._head.txt | 2 +- .../proxy/_experimental/out/__next._index.txt | 6 +- .../proxy/_experimental/out/__next._tree.txt | 2 +- .../_buildManifest.js | 0 .../_clientMiddlewareManifest.json | 0 .../_ssgManifest.js | 0 .../_next/static/chunks/02158aed2f4518e2.js | 1 - ...793ac912badcf02.js => 03a89a64d082af20.js} | 2 +- .../_next/static/chunks/065cbe2de8230973.js | 1 - .../_next/static/chunks/0883597e31423b5b.js | 1 + .../_next/static/chunks/0b8ec8bf90ea9721.js | 72 -------- .../_next/static/chunks/112ad77f3dd2e3cd.js | 1 - .../_next/static/chunks/1488f40c80200d6a.js | 38 ++++ ...9109c78121231a0.js => 169b34fe8aeee0c7.js} | 2 +- ...4eadf7003875fab.js => 170d633bc8d9b797.js} | 2 +- .../_next/static/chunks/191ca3be6b9ca27f.js | 1 + 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.../out/settings/ui-theme/__next._index.txt | 6 +- .../out/settings/ui-theme/__next._tree.txt | 2 +- .../out/{teams/index.html => teams.html} | 2 +- litellm/proxy/_experimental/out/teams.txt | 12 +- ...__next.!KGRhc2hib2FyZCk.teams.__PAGE__.txt | 4 +- .../teams/__next.!KGRhc2hib2FyZCk.teams.txt | 2 +- .../out/teams/__next.!KGRhc2hib2FyZCk.txt | 4 +- .../_experimental/out/teams/__next._full.txt | 12 +- .../_experimental/out/teams/__next._head.txt | 2 +- .../_experimental/out/teams/__next._index.txt | 6 +- .../_experimental/out/teams/__next._tree.txt | 2 +- .../{test-key/index.html => test-key.html} | 2 +- litellm/proxy/_experimental/out/test-key.txt | 12 +- ...ext.!KGRhc2hib2FyZCk.test-key.__PAGE__.txt | 4 +- .../__next.!KGRhc2hib2FyZCk.test-key.txt | 2 +- .../out/test-key/__next.!KGRhc2hib2FyZCk.txt | 4 +- .../out/test-key/__next._full.txt | 12 +- .../out/test-key/__next._head.txt | 2 +- .../out/test-key/__next._index.txt | 6 +- .../out/test-key/__next._tree.txt | 2 +- .../index.html 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--git a/litellm/proxy/_experimental/out/_next/static/chunks/5400ee883dfa8c43.js b/litellm/proxy/_experimental/out/_next/static/chunks/ed901fab61dc16dc.js similarity index 89% rename from litellm/proxy/_experimental/out/_next/static/chunks/5400ee883dfa8c43.js rename to litellm/proxy/_experimental/out/_next/static/chunks/ed901fab61dc16dc.js index 2337c72cb67..2081d28ca40 100644 --- a/litellm/proxy/_experimental/out/_next/static/chunks/5400ee883dfa8c43.js +++ b/litellm/proxy/_experimental/out/_next/static/chunks/ed901fab61dc16dc.js @@ -390,7 +390,7 @@ audio_file = open("path/to/your/audio/file.mp3", "rb") response = client.audio.transcriptions.create( model="${S}", file=audio_file${l?`, - prompt="${l.replace(/"/g,'\\"')}"`:""} + prompt="${l.replace(/\\/g,"\\\\").replace(/"/g,'\\"')}"`:""} ) print(response.text) @@ -417,7 +417,7 @@ print(f"Audio saved to {output_filename}") # ) # response.stream_to_file("output_speech.mp3") `;break;default:t="\n# Code generation for this endpoint is not 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diff --git a/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt b/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt index 781b85b908a..580e1befb7a 100644 --- a/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt +++ b/litellm/proxy/_experimental/out/virtual-keys/__next._tree.txt @@ -1,4 +1,4 @@ :HL["/litellm-asset-prefix/_next/static/chunks/4e20891f2fd03463.css","style"] :HL["/litellm-asset-prefix/_next/static/chunks/cab8d46a8c32ec36.css","style"] :HL["/litellm-asset-prefix/_next/static/media/83afe278b6a6bb3c-s.p.3a6ba036.woff2","font",{"crossOrigin":"","type":"font/woff2"}] -0:{"buildId":"Hp-LQxDEAEt-JSJFExm-i","tree":{"name":"","paramType":null,"paramKey":"","hasRuntimePrefetch":false,"slots":{"children":{"name":"(dashboard)","paramType":null,"paramKey":"(dashboard)","hasRuntimePrefetch":false,"slots":{"children":{"name":"virtual-keys","paramType":null,"paramKey":"virtual-keys","hasRuntimePrefetch":false,"slots":{"children":{"name":"__PAGE__","paramType":null,"paramKey":"__PAGE__","hasRuntimePrefetch":false,"slots":null,"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":true},"staleTime":300} +0:{"buildId":"IzkoIVgvfXHyOBVGLH_aI","tree":{"name":"","paramType":null,"paramKey":"","hasRuntimePrefetch":false,"slots":{"children":{"name":"(dashboard)","paramType":null,"paramKey":"(dashboard)","hasRuntimePrefetch":false,"slots":{"children":{"name":"virtual-keys","paramType":null,"paramKey":"virtual-keys","hasRuntimePrefetch":false,"slots":{"children":{"name":"__PAGE__","paramType":null,"paramKey":"__PAGE__","hasRuntimePrefetch":false,"slots":null,"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":false}},"isRootLayout":true},"staleTime":300} From 445c1fa0ec55aa13d7f5f80c0d6e4c564d660900 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Sat, 4 Apr 2026 11:01:40 -0700 Subject: [PATCH 37/63] fix(ui): preserve clear-vector-stores intent on model edit Follow-up to the previous commit. The initial fix correctly prevented injecting vector_store_ids: [] when the user never set any, but broke the inverse case: a user who had ["vs_abc"] set and cleared the selector would have their change silently ignored, because the handler deleted the key from the PATCH payload and the backend's merge kept the old value. Distinguish "never touched" from "explicitly cleared" by initializing the form field to undefined (not []) when the model has no stores, and adding a middle branch in the submit handler that sends [] when the form value is [] (user cleared) versus deleting the key when it's undefined (user never touched). --- .../src/components/model_info_view.tsx | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/ui/litellm-dashboard/src/components/model_info_view.tsx b/ui/litellm-dashboard/src/components/model_info_view.tsx index e14fc0c5f6c..205998476c2 100644 --- a/ui/litellm-dashboard/src/components/model_info_view.tsx +++ b/ui/litellm-dashboard/src/components/model_info_view.tsx @@ -267,6 +267,9 @@ export default function ModelInfoView({ } if (values.vector_store_ids?.length > 0) { updatedLitellmParams.vector_store_ids = values.vector_store_ids; + } else if (values.vector_store_ids !== undefined) { + // User explicitly cleared previously-set vector stores — send [] to clear on backend + updatedLitellmParams.vector_store_ids = []; } else { delete updatedLitellmParams.vector_store_ids; } @@ -631,9 +634,11 @@ export default function ModelInfoView({ guardrails: Array.isArray(localModelData.litellm_params?.guardrails) ? localModelData.litellm_params.guardrails : [], - vector_store_ids: Array.isArray(localModelData.litellm_params?.vector_store_ids) - ? localModelData.litellm_params.vector_store_ids - : [], + vector_store_ids: + Array.isArray(localModelData.litellm_params?.vector_store_ids) && + localModelData.litellm_params.vector_store_ids.length > 0 + ? localModelData.litellm_params.vector_store_ids + : undefined, tags: Array.isArray(localModelData.litellm_params?.tags) ? localModelData.litellm_params.tags : [], health_check_model: isWildcardModel ? localModelData.model_info?.health_check_model : null, litellm_credential_name: localModelData.litellm_params?.litellm_credential_name || "", From baeda235bb9b0474b80fc572a73e4da766d247e2 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Sat, 4 Apr 2026 11:19:45 -0700 Subject: [PATCH 38/63] feat(ui): expose Azure Entra ID credential fields in provider form Adds tenant_id, client_id, and client_secret to the Azure provider entry in provider_create_fields.json so the credential add/edit modals and the add-model form surface Service Principal auth as an alternative to api_key. The Azure handler already reads these fields from litellm_params at request time via get_azure_ad_token(); this change makes them inputtable from the UI without code changes to the React components (the form is driven by GET /public/providers/fields). --- .../provider_create_fields.json | 30 +++++++++++++++++++ .../public_endpoints/test_public_endpoints.py | 28 +++++++++++++++++ 2 files changed, 58 insertions(+) diff --git a/litellm/proxy/public_endpoints/provider_create_fields.json b/litellm/proxy/public_endpoints/provider_create_fields.json index dda8e49d4c8..860593a6eab 100644 --- a/litellm/proxy/public_endpoints/provider_create_fields.json +++ b/litellm/proxy/public_endpoints/provider_create_fields.json @@ -406,6 +406,36 @@ "field_type": "password", "options": null, "default_value": null + }, + { + "key": "tenant_id", + "label": "Tenant ID", + "placeholder": "Enter your Azure AD tenant ID", + "tooltip": "Entra ID (Service Principal) auth. Provide tenant id, client id, and client secret together as an alternative to api key.", + "required": false, + "field_type": "text", + "options": null, + "default_value": null + }, + { + "key": "client_id", + "label": "Client ID", + "placeholder": "Enter your Service Principal client ID", + "tooltip": "Entra ID (Service Principal) auth. Provide tenant id, client id, and client secret together as an alternative to api key.", + "required": false, + "field_type": "text", + "options": null, + "default_value": null + }, + { + "key": "client_secret", + "label": "Client Secret", + "placeholder": "Enter your Service Principal client secret", + "tooltip": "Entra ID (Service Principal) auth. Provide tenant id, client id, and client secret together as an alternative to api key.", + "required": false, + "field_type": "password", + "options": null, + "default_value": null } ], "default_model_placeholder": "azure/my-deployment" diff --git a/tests/test_litellm/proxy/public_endpoints/test_public_endpoints.py b/tests/test_litellm/proxy/public_endpoints/test_public_endpoints.py index 53c98c8c400..d62f88bf169 100644 --- a/tests/test_litellm/proxy/public_endpoints/test_public_endpoints.py +++ b/tests/test_litellm/proxy/public_endpoints/test_public_endpoints.py @@ -110,6 +110,34 @@ def test_watsonx_provider_fields(): assert "zen_api_key" in field_keys +def test_azure_provider_fields_include_entra_id(): + """Azure provider must expose Entra ID (Service Principal) credential fields so + the UI can input tenant_id / client_id / client_secret as an alternative to api_key.""" + app = FastAPI() + app.include_router(router) + client = TestClient(app) + + response = client.get("/public/providers/fields") + providers = response.json() + + azure = next((p for p in providers if p["provider"] == "Azure"), None) + assert azure is not None + + fields_by_key = {f["key"]: f for f in azure["credential_fields"]} + # API-key auth still supported + assert "api_key" in fields_by_key + # Entra ID fields + assert "tenant_id" in fields_by_key + assert "client_id" in fields_by_key + assert "client_secret" in fields_by_key + # client_secret must be masked in the UI + assert fields_by_key["client_secret"]["field_type"] == "password" + # Entra ID is an alternative to api_key, so none of these are individually required + assert fields_by_key["tenant_id"]["required"] is False + assert fields_by_key["client_id"]["required"] is False + assert fields_by_key["client_secret"]["required"] is False + + def test_public_model_hub_with_healthy_model(): """Test that health information is populated for a healthy model""" app = FastAPI() From 4c06e4379bca30b29b57e4a31e527893cd22f93d Mon Sep 17 00:00:00 2001 From: ishaan-berri <155045088+ishaan-berri@users.noreply.github.com> Date: Sat, 4 Apr 2026 12:31:49 -0700 Subject: [PATCH 39/63] Litellm ishaan april2 (#25113) * feat: add brave/search to model_prices_and_context_window.json (#25042) Brave Search is supported by litellm as a search provider (documented at docs.litellm.ai/docs/search/brave and listed in provider_endpoints_support.json) but was missing from model_prices_and_context_window.json, making it invisible to any code that discovers search providers from litellm.model_cost. Cost: $0.005/query ($5 per 1,000 requests) per https://brave.com/search/api/ * feat(models): add NVIDIA Nemotron 3 Super 120B on Bedrock (#24588) * feat(models): add NVIDIA Nemotron 3 Super 120B on Bedrock Add model definition for nvidia.nemotron-3-super-120b-a12b-v1 via Bedrock Converse API with pricing, context window (256k/32k), and capability flags (function calling, tool choice, system messages). * fix model ID to nvidia.nemotron-super-3-120b + add tests Correct the Bedrock model ID from nvidia.nemotron-3-super-120b-a12b-v1 (NVIDIA's internal name) to nvidia.nemotron-super-3-120b (the actual AWS Bedrock programmatic model ID). Add unit tests verifying model resolution, pricing, and context window. * fix(proxy): allow JWT auth for /v1/mcp/server sub-paths (#24698) mcp_routes only contained "/v1/mcp/server" (exact match). Starlette's compile_path produces an end-anchored regex, so sub-paths like /register, /health, /submissions, /oauth/* all failed the JWT allowed_routes_check. Add a {path:path} wildcard entry so all sub-paths are covered. --------- Co-authored-by: Daniel Yudelevich <4537920+yudelevi@users.noreply.github.com> Co-authored-by: michelligabriele --- litellm/proxy/_types.py | 1 + tests/litellm/test_bedrock_nemotron_super.py | 51 +++++++++++++++++++ .../mcp_server/test_jwt_mcp_enforcement.py | 26 ++++++++++ .../proxy/auth/test_route_checks.py | 28 ++++++++++ 4 files changed, 106 insertions(+) create mode 100644 tests/litellm/test_bedrock_nemotron_super.py diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py index 0fad0817702..07f3ee64d25 100644 --- a/litellm/proxy/_types.py +++ b/litellm/proxy/_types.py @@ -432,6 +432,7 @@ class LiteLLMRoutes(enum.Enum): "/mcp-rest/tools/list", "/mcp-rest/tools/call", "/v1/mcp/server", + "/v1/mcp/server/{path:path}", ] agent_routes = [ diff --git a/tests/litellm/test_bedrock_nemotron_super.py b/tests/litellm/test_bedrock_nemotron_super.py new file mode 100644 index 00000000000..8b081f10d1d --- /dev/null +++ b/tests/litellm/test_bedrock_nemotron_super.py @@ -0,0 +1,51 @@ +""" +Test suite for NVIDIA Nemotron Super 3 120B on AWS Bedrock +Verifies model configuration, pricing, and regional availability. +""" + +import os + +os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "true" + +import pytest + +from litellm import get_model_info + + +MODEL_NAME = "nvidia.nemotron-super-3-120b" + + +class TestNemotronSuper3120B: + """Test model definition for nvidia.nemotron-super-3-120b""" + + def test_model_info_primary_region(self): + """Test model resolves in us-east-1""" + model_info = get_model_info(f"bedrock/us-east-1/{MODEL_NAME}") + + assert model_info is not None, f"Model {MODEL_NAME} not found" + assert model_info["max_input_tokens"] == 256000 + assert model_info["max_output_tokens"] == 32000 + assert model_info["litellm_provider"] == "bedrock_converse" + assert model_info["mode"] == "chat" + assert model_info["supports_function_calling"] is True + + def test_pricing_configured(self): + """Verify pricing matches AWS Bedrock rates""" + model_info = get_model_info(f"bedrock/us-east-1/{MODEL_NAME}") + + assert model_info["input_cost_per_token"] == 1.5e-07 + assert model_info["output_cost_per_token"] == 6.5e-07 + + def test_context_window(self): + """Nemotron Super 3 120B has 256K input, 32K output on Bedrock""" + model_info = get_model_info(f"bedrock/us-east-1/{MODEL_NAME}") + + assert model_info["max_input_tokens"] == 256000 + assert model_info["max_output_tokens"] == 32000 + + def test_resolves_without_region(self): + """Test model resolves with just bedrock/ prefix""" + model_info = get_model_info(f"bedrock/{MODEL_NAME}") + + assert model_info is not None, f"Model {MODEL_NAME} not found without region" + assert model_info["max_input_tokens"] == 256000 diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_jwt_mcp_enforcement.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_jwt_mcp_enforcement.py index e93638df441..cc9d45c05b2 100644 --- a/tests/test_litellm/proxy/_experimental/mcp_server/test_jwt_mcp_enforcement.py +++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_jwt_mcp_enforcement.py @@ -159,6 +159,32 @@ async def test_mcp_route_check_passes_for_team(): ) +@pytest.mark.asyncio +async def test_mcp_route_check_passes_for_team_server_subpaths(): + """ + Verify that allowed_routes_check returns True for /v1/mcp/server sub-paths with default settings. + Regression test for JWT users accessing /v1/mcp/server/register and similar endpoints. + """ + from litellm.proxy._types import LitellmUserRoles + from litellm.proxy.auth.auth_checks import allowed_routes_check + + jwt_auth = LiteLLM_JWTAuth() + + for route in [ + "/v1/mcp/server/register", + "/v1/mcp/server/health", + "/v1/mcp/server/abc/approve", + ]: + is_allowed = allowed_routes_check( + user_role=LitellmUserRoles.TEAM, + user_route=route, + litellm_proxy_roles=jwt_auth, + ) + assert is_allowed is True, ( + f"Route {route} should be allowed for TEAM role with default settings" + ) + + @pytest.mark.asyncio async def test_e2e_jwt_team_mcp_permissions_enforced(monkeypatch): """ diff --git a/tests/test_litellm/proxy/auth/test_route_checks.py b/tests/test_litellm/proxy/auth/test_route_checks.py index 83703cd4edd..f1344a302d7 100644 --- a/tests/test_litellm/proxy/auth/test_route_checks.py +++ b/tests/test_litellm/proxy/auth/test_route_checks.py @@ -124,6 +124,34 @@ def test_virtual_key_mcp_routes_allows_v1_mcp_server(): assert result is True +@pytest.mark.parametrize( + "route", + [ + "/v1/mcp/server/register", + "/v1/mcp/server/health", + "/v1/mcp/server/submissions", + "/v1/mcp/server/abc123", + "/v1/mcp/server/abc123/approve", + "/v1/mcp/server/oauth/session", + "/v1/mcp/server/oauth/abc123/authorize", + ], +) +def test_virtual_key_mcp_routes_allows_v1_mcp_server_subpaths(route): + """Regression test: mcp_routes must allow /v1/mcp/server sub-paths (register, health, oauth, etc.).""" + + valid_token = UserAPIKeyAuth( + user_id="test_user", + allowed_routes=["mcp_routes"], + ) + + result = RouteChecks.is_virtual_key_allowed_to_call_route( + route=route, + valid_token=valid_token, + ) + + assert result is True + + def test_virtual_key_allowed_routes_with_litellm_routes_member_name_denied(): """Test that virtual key is denied when route is not in the allowed LiteLLMRoutes group""" From 11a43d6e509b074b9165042ceb3a4f8c0c2ae29c Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Sat, 4 Apr 2026 13:35:14 -0700 Subject: [PATCH 40/63] feat(ui): add per-model rate limits to team edit/info views Exposes the backend's existing model_tpm_limit/model_rpm_limit fields (which lived in team.metadata) through a new "Model-Specific Rate Limits" form section on the team Settings tab. Limits round-trip through the team-update API and render on the Overview card and Settings view. Model picker is scoped to the team's currently-selected models (unfurls wildcards, falls back to userModels for all-proxy-models / all-team-models). --- .../src/components/team/TeamInfo.tsx | 141 +++++++++++++++++- 1 file changed, 138 insertions(+), 3 deletions(-) diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index a4c7ae2bbbe..346686d0193 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -17,10 +17,10 @@ import { import { formatNumberWithCommas } from "@/utils/dataUtils"; import { mapEmptyStringToNull } from "@/utils/keyUpdateUtils"; import { isProxyAdminRole } from "@/utils/roles"; -import { EditOutlined, InfoCircleOutlined, SaveOutlined } from "@ant-design/icons"; +import { EditOutlined, InfoCircleOutlined, MinusCircleOutlined, PlusOutlined, SaveOutlined } from "@ant-design/icons"; import { ArrowLeftIcon } from "@heroicons/react/outline"; import { Badge, Card, Grid, Text, TextInput, Title } from "@tremor/react"; -import { Button, Form, Input, Select, Switch, Tabs, Tooltip } from "antd"; +import { Button, Form, Input, InputNumber, Select, Space, Switch, Tabs, Tooltip } from "antd"; import MessageManager from "@/components/molecules/message_manager"; import { CheckIcon, CopyIcon } from "lucide-react"; import React, { useEffect, useMemo, useState } from "react"; @@ -195,6 +195,17 @@ const TeamInfoView: React.FC = ({ return org?.members?.some((m: any) => m.user_id === userId && m.user_role === "org_admin") ?? false; }, [teamData, userOrganizations, userId]); + // Models currently selected in the team edit form, used to scope the per-model + // rate limit dropdown to models this team actually has access to. + const selectedModelsInForm = Form.useWatch("models", form) as string[] | undefined; + const availableRateLimitModels = useMemo(() => { + const selected = selectedModelsInForm ?? teamData?.team_info?.models ?? []; + if (selected.includes("all-proxy-models") || selected.includes("all-team-models")) { + return userModels; + } + return unfurlWildcardModelsInList(selected, userModels); + }, [selectedModelsInForm, teamData, userModels]); + const canEditTeam = is_team_admin || is_proxy_admin || is_org_admin || isOrgAdminForTeam; const visibleTabs = useMemo(() => getTeamInfoVisibleTabs(canEditTeam), [canEditTeam]); const defaultTabKey = useMemo( @@ -467,12 +478,23 @@ const TeamInfoView: React.FC = ({ return v; }; + const modelTpmLimit: Record = {}; + const modelRpmLimit: Record = {}; + for (const entry of (values.modelLimits ?? []) as { model?: string; tpm?: number; rpm?: number }[]) { + if (entry?.model) { + if (entry.tpm != null) modelTpmLimit[entry.model] = entry.tpm; + if (entry.rpm != null) modelRpmLimit[entry.model] = entry.rpm; + } + } + const updateData: any = { team_id: teamId, team_alias: values.team_alias, models: values.models, tpm_limit: sanitizeNumeric(values.tpm_limit), rpm_limit: sanitizeNumeric(values.rpm_limit), + model_tpm_limit: modelTpmLimit, + model_rpm_limit: modelRpmLimit, max_budget: values.max_budget, soft_budget: sanitizeNumeric(values.soft_budget), budget_duration: values.budget_duration, @@ -649,6 +671,22 @@ const TeamInfoView: React.FC = ({ TPM: {info.tpm_limit || "Unlimited"} RPM: {info.rpm_limit || "Unlimited"} {info.max_parallel_requests && Max Parallel Requests: {info.max_parallel_requests}} + {(() => { + const modelTpm = (info.metadata?.model_tpm_limit ?? {}) as Record; + const modelRpm = (info.metadata?.model_rpm_limit ?? {}) as Record; + const models = Array.from(new Set([...Object.keys(modelTpm), ...Object.keys(modelRpm)])); + if (models.length === 0) return null; + return ( +
+ Per-model limits: + {models.map((m) => ( + + {m}: TPM {modelTpm[m] ?? "—"}, RPM {modelRpm[m] ?? "—"} + + ))} +
+ ); + })()}
@@ -794,6 +832,16 @@ const TeamInfoView: React.FC = ({ models: info.models, tpm_limit: info.tpm_limit, rpm_limit: info.rpm_limit, + modelLimits: Array.from( + new Set([ + ...Object.keys(info.metadata?.model_tpm_limit ?? {}), + ...Object.keys(info.metadata?.model_rpm_limit ?? {}), + ]), + ).map((model) => ({ + model, + tpm: info.metadata?.model_tpm_limit?.[model], + rpm: info.metadata?.model_rpm_limit?.[model], + })), max_budget: info.max_budget, soft_budget: info.soft_budget, budget_duration: info.budget_duration, @@ -810,7 +858,7 @@ const TeamInfoView: React.FC = ({ : "", metadata: info.metadata ? JSON.stringify( - (({ logging, secret_manager_settings, soft_budget_alerting_emails, ...rest }) => rest)(info.metadata), + (({ logging, secret_manager_settings, soft_budget_alerting_emails, model_tpm_limit, model_rpm_limit, ...rest }) => rest)(info.metadata), null, 2, ) @@ -935,6 +983,77 @@ const TeamInfoView: React.FC = ({ + + + {(fields, { add, remove }) => ( + <> + {fields.map(({ key, name, ...restField }) => ( + + { + if (!value) return Promise.resolve(); + const all = form.getFieldValue("modelLimits") ?? []; + const dupes = all.filter( + (entry: { model?: string }) => entry?.model === value, + ); + if (dupes.length > 1) { + return Promise.reject(new Error("Duplicate model")); + } + return Promise.resolve(); + }, + }, + ]} + style={{ minWidth: 240 }} + > + + + + AWS Session Name + + + + + } + name={["credentials", "aws_session_name"]} + > + + )} diff --git a/ui/litellm-dashboard/src/components/mcp_tools/mcp_server_edit.tsx b/ui/litellm-dashboard/src/components/mcp_tools/mcp_server_edit.tsx index 118461f0043..e81d2f3960e 100644 --- a/ui/litellm-dashboard/src/components/mcp_tools/mcp_server_edit.tsx +++ b/ui/litellm-dashboard/src/components/mcp_tools/mcp_server_edit.tsx @@ -977,6 +977,38 @@ const MCPServerEdit: React.FC = ({ className="rounded-lg border-gray-300 focus:border-blue-500 focus:ring-blue-500" /> + + AWS Role ARN + + + + + } + name={["credentials", "aws_role_name"]} + > + + + + AWS Session Name + + + + + } + name={["credentials", "aws_session_name"]} + > + + )} From 8d9e5ff3d4f1606dd527aae14f9427a155229e4c Mon Sep 17 00:00:00 2001 From: ishaan-berri <155045088+ishaan-berri@users.noreply.github.com> Date: Sat, 4 Apr 2026 15:13:54 -0700 Subject: [PATCH 48/63] Litellm team model group name routing fix (#25148) (#25154) * Litellm team model group name routing fix (#25148) * fix(team-routing): use deterministic team model group names Use a deterministic internal model_name for team-scoped deployments so sibling deployments with the same public model share a routing group. This makes team alias writes idempotent and preserves multi-deployment failover/load balancing behavior. Made-with: Cursor * fix(team-routing): keep team model routing on public names Remove team model_alias rewrites and resolve team deployments by team_public_model_name with team_id so sibling deployments stay in the routing candidate pool, with explicit logs showing candidate selection before load balancing. Made-with: Cursor * chore(team-routing): remove temporary candidate pool logs Remove temporary fire-emoji router logs used for local verification while keeping team sibling deployment routing behavior unchanged. Made-with: Cursor * fix(router): address Greptile review comments - Add None guard for original_model_name in _add_team_model_to_db - Remove stale old public name when renaming team model - Add comment clarifying team deployment early-return priority Made-with: Cursor * fix(router): address remaining Greptile P0/P1 issues - Update map_team_model test to expect public name return - Only remove old public name if no sibling deployments use it Made-with: Cursor * fix(router): address Greptile P1/P2 performance issues - Guard against llm_router=None to prevent silent deletion - Add O(1) team_model index to avoid O(n) scan on every team request Made-with: Cursor * fix(router): prevent cross-team deployment leakage in fallback path Guard should_include_deployment fallback to only return deployments matching the requested team_id, preventing public-name collisions from leaking deployments across teams Made-with: Cursor * fix(management): query DB directly for sibling deployments on rename - Add clarifying comments to test assertions - Query prisma DB instead of in-memory router to avoid stale state - Prevents incorrect deletion of old public name when siblings exist Made-with: Cursor * fix(router): guard None model_info and deduplicate team index logic - Guard against None model_info in sibling deployment check - Extract _update_team_model_index helper to eliminate duplication Made-with: Cursor * fix(routing): prevent stale model_aliases from interfering with team routing - Skip model_aliases rewrite if model resolves to team deployments - Add test coverage for sibling-preservation branch - Update MockPrismaClient to support sibling deployment scenarios Made-with: Cursor * perf(routing): optimize team model checks and improve test coverage - Use O(1) team index lookup instead of map_team_model in alias guard - Fix MockPrismaClient to validate where clause filters - Add comment explaining DB query trade-off for team deployments Made-with: Cursor * fix(routing): address state consistency and type safety issues - Check alias target pattern to detect stale team aliases - Fix PrismaClient type annotation to Optional - Eliminate in-place mutation in index update logic Made-with: Cursor * Fix greptile comments * Fix greptile comments * Fix greptile comments * Fix greptile comments * Fix greptile comments * Fix code qa issues * Fix greptile reviews and mock test * Fix greptile reviews and mock test * Fix greptile reviews and mock test * fix(router): address Greptile P1/P2 review comments - Add deduplication guard in _update_team_model_index to prevent duplicate indices - Add wildcard comment in map_team_model for clarity - Add monkeypatch to test_team_alias_stale_bypass_disabled_by_default for determinism - Extract _get_team_deployments helper to centralize DB access pattern - Add clarifying comments for team_public_model_name assignment ordering Made-with: Cursor * fix(router): address remaining Greptile review comments - Cache LITELLM_ENABLE_TEAM_STALE_ALIAS_BYPASS at module level to avoid hot-path secret lookups - Add clarifying comments for should_include_deployment team isolation logic - Add negative assertion for update_team.assert_not_called() in test - Add docstring clarification for _get_team_deployments helper pattern - Add explicit assertion message in test_get_model_list_alias_optimization Made-with: Cursor * fix(router): address final Greptile P1/P2 comments - Reorder team_public_model_name assignment to happen before model_name mutation for clarity - Add comment explaining no-rename fast-exit case in _update_existing_team_model_assignment - Add comment explaining final patch_data.model_name = None applies to all code paths Made-with: Cursor * fix(tests): reset module-level cache in stale alias bypass tests Reset _ENABLE_TEAM_STALE_ALIAS_BYPASS to None in both test functions to ensure test isolation and prevent ordering-dependent failures Made-with: Cursor * feat(router): add order-based fallback so higher order deployments are tried on failure When order=1 deployments fail, the router now automatically tries order=2, then order=3, etc. before falling through to external fallbacks. This removes the need for enable_pre_call_checks and makes order work as a true priority-based fallback chain within a model group. Co-Authored-By: Claude Opus 4.6 * fix(router): address Greptile P0/P1 review comments on order fallback - P0: Skip order-based fallback for ContextWindowExceededError and ContentPolicyViolationError so their dedicated fallback handlers run - P1: Read _target_order from kwargs to skip already-tried order levels, preventing wasteful retries and exponential retry storms Co-Authored-By: Claude Opus 4.6 * feat(router): add order-based fallback so higher order deployments are tried on failure When a request to an order=1 deployment fails, the router now automatically tries order=2, order=3, etc. before falling through to external fallbacks. Works for all error types (429, 404, connection errors). Requires enable_pre_call_checks=True. Co-Authored-By: Claude Opus 4.6 * fix(router): handle non-standard fallback formats with order-based fallback When fallbacks use non-standard formats (e.g. ["claude-3-haiku"] or [{"model": "...", "messages": [...]}]), detect them with _check_non_standard_fallback_format and pass them through directly instead of trying to parse with get_fallback_model_group which only handles the standard dict-keyed format. Co-Authored-By: Claude Opus 4.6 * docs: remove enable_pre_call_checks requirement from order docs Order-based routing and fallback work without enable_pre_call_checks in the current code. Remove the stale requirement from both doc files. Co-Authored-By: Claude Opus 4.6 * Fix tests --------- Co-authored-by: Sameer Kankute Co-authored-by: Claude Opus 4.6 Co-authored-by: yuneng-jiang * Potential fix for code scanning alert no. 4373: Log Injection Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com> --------- Co-authored-by: Sameer Kankute Co-authored-by: Claude Opus 4.6 Co-authored-by: yuneng-jiang Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com> --- litellm/proxy/litellm_pre_call_utils.py | 22 ++++++++++++++++++---- 1 file changed, 18 insertions(+), 4 deletions(-) diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py index fcb8b6db80a..3ed96c163af 100644 --- a/litellm/proxy/litellm_pre_call_utils.py +++ b/litellm/proxy/litellm_pre_call_utils.py @@ -26,6 +26,22 @@ from litellm.proxy.common_utils.http_parsing_utils import _safe_get_request_head _SPECIAL_HEADERS_CACHE = frozenset( v.value.lower() for v in SpecialHeaders._member_map_.values() ) + + +def _sanitize_for_log(value: Any) -> str: + """ + Basic log sanitization helper to reduce log-injection risk. + + Removes newline and carriage-return characters so user-controlled + values cannot forge additional log lines when written to text logs. + """ + try: + text = str(value) + except Exception: + # Fallback to repr if str() fails for any reason + text = repr(value) + # Strip CR/LF characters commonly used for log injection + return text.replace("\r", "").replace("\n", "") from litellm.router import Router from litellm.secret_managers.main import get_secret_bool from litellm.types.llms.anthropic import ANTHROPIC_API_HEADERS @@ -1355,10 +1371,8 @@ def _update_model_if_team_alias_exists( "New sibling deployments may be unreachable. " "Set LITELLM_ENABLE_TEAM_STALE_ALIAS_BYPASS=true to enable " "team-scoped sibling routing.", - str(_model).replace("\n", "").replace("\r", ""), - str(user_api_key_dict.team_id) - .replace("\n", "") - .replace("\r", ""), + _sanitize_for_log(_model), + user_api_key_dict.team_id, ) data["model"] = aliased_target From ab9c875a0019037d7adf59a3e14bb8625faa5eea Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Sat, 4 Apr 2026 15:35:25 -0700 Subject: [PATCH 49/63] feat: scope guardrail submissions to team members Backend: - list_guardrail_submissions no longer 403s non-admins; it returns only submissions whose team_id matches one of the caller's teams (via get_user_object.teams). Admins still see all. - Filtering by a team the caller is not in returns 403. - Users with no team memberships get an empty list (no DB query). - get_guardrail_submission applies the same scoping to single-item GETs. Frontend: - Remove admin-only bail-out in TeamGuardrailsTab.fetchSubmissions so internal users actually load their team's submissions. - Finish antd migration in guardrails.tsx: drop the last Tremor Button. - Remove guardrailsList.length === 0 gate on the Test Playground tab; the playground already renders a "No guardrails available" inline empty state, which is more discoverable than a disabled tab. Tests: - Cover non-admin scoped access, empty teams, cross-team filter 403, and per-submission GET scoping. --- .../proxy/guardrails/guardrail_endpoints.py | 74 +++++++-- .../guardrails/test_guardrail_endpoints.py | 140 +++++++++++++++++- .../src/components/guardrails.tsx | 5 +- .../guardrails/TeamGuardrailsTab.tsx | 8 +- 4 files changed, 203 insertions(+), 24 deletions(-) diff --git a/litellm/proxy/guardrails/guardrail_endpoints.py b/litellm/proxy/guardrails/guardrail_endpoints.py index b88c6524bb7..4aa552a631d 100644 --- a/litellm/proxy/guardrails/guardrail_endpoints.py +++ b/litellm/proxy/guardrails/guardrail_endpoints.py @@ -724,6 +724,30 @@ def _parse_json_field(value: Any) -> Optional[Dict[str, Any]]: return None +async def _get_user_team_ids(user_api_key_dict: UserAPIKeyAuth) -> List[str]: + """Return the list of team_ids the caller belongs to (empty list if none).""" + from litellm.proxy.auth.auth_checks import get_user_object + from litellm.proxy.proxy_server import ( + prisma_client, + proxy_logging_obj, + user_api_key_cache, + ) + + if not user_api_key_dict.user_id or prisma_client is None: + return [] + user_obj = await get_user_object( + user_id=user_api_key_dict.user_id, + prisma_client=prisma_client, + user_api_key_cache=user_api_key_cache, + user_id_upsert=False, + parent_otel_span=user_api_key_dict.parent_otel_span, + proxy_logging_obj=proxy_logging_obj, + ) + if user_obj is None or not user_obj.teams: + return [] + return [t for t in user_obj.teams if t] + + def _row_to_submission_item(row: Any) -> GuardrailSubmissionItem: guardrail_info = _parse_json_field(row.guardrail_info) or {} team_guardrail = row.team_id is not None @@ -756,27 +780,49 @@ async def list_guardrail_submissions( user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), ): """ - List team guardrail submissions (admin only). Returns only guardrails with a team_id. + List team guardrail submissions. Returns only guardrails with a team_id. + + Admins see all submissions. Non-admin users see submissions for teams they are + a member of. Status values: pending_review (team-registered, awaiting approval), active (approved), rejected. Optional filters: - status: pending_review | active | rejected - - team_id: filter by specific team + - team_id: filter by specific team (non-admins must be a member of that team) - search: name/description """ from litellm.proxy.proxy_server import prisma_client - if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN: - raise HTTPException(status_code=403, detail="Admin access required") - if prisma_client is None: raise HTTPException(status_code=500, detail="Prisma client not initialized") + is_admin = user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN + visible_team_ids: Optional[List[str]] = None + if not is_admin: + visible_team_ids = await _get_user_team_ids(user_api_key_dict) + if team_id is not None and team_id not in visible_team_ids: + raise HTTPException( + status_code=403, + detail=f"You are not a member of team {team_id!r}", + ) + try: - # Single query: fetch all team guardrails (team_id is not null) + where_clause: Dict[str, Any] = {"team_id": {"not": None}} + if visible_team_ids is not None: + if not visible_team_ids: + # Non-admin with no team memberships: nothing visible. + return ListGuardrailSubmissionsResponse( + submissions=[], + summary=GuardrailSubmissionSummary( + total=0, pending_review=0, active=0, rejected=0 + ), + ) + where_clause["team_id"] = {"in": visible_team_ids} + + # Single query: fetch team guardrails visible to the caller all_team_rows = await prisma_client.db.litellm_guardrailstable.find_many( - where={"team_id": {"not": None}}, + where=where_clause, order={"created_at": "desc"}, ) @@ -837,15 +883,14 @@ async def get_guardrail_submission( guardrail_id: str, user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth), ): - """Get a single guardrail submission by id (admin only).""" + """Get a single guardrail submission by id. Non-admins may only access submissions for teams they belong to.""" from litellm.proxy.proxy_server import prisma_client - if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN: - raise HTTPException(status_code=403, detail="Admin access required") - if prisma_client is None: raise HTTPException(status_code=500, detail="Prisma client not initialized") + is_admin = user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN + try: row = await prisma_client.db.litellm_guardrailstable.find_unique( where={"guardrail_id": guardrail_id} @@ -854,6 +899,13 @@ async def get_guardrail_submission( raise HTTPException( status_code=404, detail="Guardrail submission not found" ) + if not is_admin: + visible_team_ids = await _get_user_team_ids(user_api_key_dict) + if row.team_id is None or row.team_id not in visible_team_ids: + raise HTTPException( + status_code=403, + detail="You are not a member of the team that owns this submission", + ) return _row_to_submission_item(row) except HTTPException: raise diff --git a/tests/test_litellm/proxy/guardrails/test_guardrail_endpoints.py b/tests/test_litellm/proxy/guardrails/test_guardrail_endpoints.py index ca224726361..244150f8554 100644 --- a/tests/test_litellm/proxy/guardrails/test_guardrail_endpoints.py +++ b/tests/test_litellm/proxy/guardrails/test_guardrail_endpoints.py @@ -1237,13 +1237,82 @@ async def test_register_guardrail_duplicate_name(mocker): @pytest.mark.asyncio -async def test_list_guardrail_submissions_requires_admin(mocker): - """List submissions returns 403 when user is not admin.""" +async def test_list_guardrail_submissions_non_admin_scoped_to_own_teams(mocker): + """Non-admin callers see only submissions for teams they belong to.""" + mock_prisma = mocker.Mock() + own_team_row = mocker.Mock( + guardrail_id="mine", + guardrail_name="mine-guard", + status="pending_review", + team_id="team-mine", + litellm_params={}, + guardrail_info={}, + submitted_at=None, + reviewed_at=None, + created_at=datetime.now(), + updated_at=datetime.now(), + ) + find_many = AsyncMock(return_value=[own_team_row]) + mock_prisma.db.litellm_guardrailstable.find_many = find_many + mocker.patch("litellm.proxy.proxy_server.prisma_client", mock_prisma) + mocker.patch( + "litellm.proxy.guardrails.guardrail_endpoints._get_user_team_ids", + AsyncMock(return_value=["team-mine"]), + ) + user = UserAPIKeyAuth( + user_id="u1", user_role=LitellmUserRoles.INTERNAL_USER + ) + + result = await list_guardrail_submissions(user_api_key_dict=user) + + # DB query scoped to visible teams + where_clause = find_many.call_args.kwargs["where"] + assert where_clause["team_id"] == {"in": ["team-mine"]} + assert len(result.submissions) == 1 + assert result.submissions[0].team_id == "team-mine" + # Summary counts reflect only visible teams + assert result.summary.total == 1 + assert result.summary.pending_review == 1 + + +@pytest.mark.asyncio +async def test_list_guardrail_submissions_non_admin_no_teams(mocker): + """Non-admin caller with no team memberships gets an empty list (not 403).""" + mock_prisma = mocker.Mock() + find_many = AsyncMock(return_value=[]) + mock_prisma.db.litellm_guardrailstable.find_many = find_many + mocker.patch("litellm.proxy.proxy_server.prisma_client", mock_prisma) + mocker.patch( + "litellm.proxy.guardrails.guardrail_endpoints._get_user_team_ids", + AsyncMock(return_value=[]), + ) + user = UserAPIKeyAuth( + user_id="u1", user_role=LitellmUserRoles.INTERNAL_USER + ) + + result = await list_guardrail_submissions(user_api_key_dict=user) + + assert result.submissions == [] + assert result.summary.total == 0 + assert find_many.call_count == 0 # no DB query when user has no teams + + +@pytest.mark.asyncio +async def test_list_guardrail_submissions_non_admin_team_filter_forbidden(mocker): + """Non-admin caller filtering by a team they're not in gets 403.""" mocker.patch("litellm.proxy.proxy_server.prisma_client", mocker.Mock()) - user = UserAPIKeyAuth(user_role=LitellmUserRoles.INTERNAL_USER) + mocker.patch( + "litellm.proxy.guardrails.guardrail_endpoints._get_user_team_ids", + AsyncMock(return_value=["team-mine"]), + ) + user = UserAPIKeyAuth( + user_id="u1", user_role=LitellmUserRoles.INTERNAL_USER + ) with pytest.raises(HTTPException) as exc_info: - await list_guardrail_submissions(user_api_key_dict=user) + await list_guardrail_submissions( + team_id="team-other", user_api_key_dict=user + ) assert exc_info.value.status_code == 403 @@ -1354,6 +1423,69 @@ async def test_get_guardrail_submission_not_found(mocker): assert exc_info.value.status_code == 404 +@pytest.mark.asyncio +async def test_get_guardrail_submission_non_admin_own_team(mocker): + """Non-admin caller can fetch a submission belonging to one of their teams.""" + mock_prisma = mocker.Mock() + row = mocker.Mock( + guardrail_id="sub-1", + guardrail_name="team-guard", + status="pending_review", + team_id="team-mine", + litellm_params={}, + guardrail_info={}, + submitted_at=None, + reviewed_at=None, + created_at=datetime.now(), + updated_at=datetime.now(), + ) + mock_prisma.db.litellm_guardrailstable.find_unique = AsyncMock(return_value=row) + mocker.patch("litellm.proxy.proxy_server.prisma_client", mock_prisma) + mocker.patch( + "litellm.proxy.guardrails.guardrail_endpoints._get_user_team_ids", + AsyncMock(return_value=["team-mine"]), + ) + user = UserAPIKeyAuth( + user_id="u1", user_role=LitellmUserRoles.INTERNAL_USER + ) + + result = await get_guardrail_submission("sub-1", user) + + assert result.guardrail_id == "sub-1" + assert result.team_id == "team-mine" + + +@pytest.mark.asyncio +async def test_get_guardrail_submission_non_admin_other_team_forbidden(mocker): + """Non-admin caller gets 403 when fetching a submission for a team they're not in.""" + mock_prisma = mocker.Mock() + row = mocker.Mock( + guardrail_id="sub-1", + guardrail_name="team-guard", + status="pending_review", + team_id="team-other", + litellm_params={}, + guardrail_info={}, + submitted_at=None, + reviewed_at=None, + created_at=datetime.now(), + updated_at=datetime.now(), + ) + mock_prisma.db.litellm_guardrailstable.find_unique = AsyncMock(return_value=row) + mocker.patch("litellm.proxy.proxy_server.prisma_client", mock_prisma) + mocker.patch( + "litellm.proxy.guardrails.guardrail_endpoints._get_user_team_ids", + AsyncMock(return_value=["team-mine"]), + ) + user = UserAPIKeyAuth( + user_id="u1", user_role=LitellmUserRoles.INTERNAL_USER + ) + + with pytest.raises(HTTPException) as exc_info: + await get_guardrail_submission("sub-1", user) + assert exc_info.value.status_code == 403 + + @pytest.mark.asyncio async def test_approve_guardrail_submission_success(mocker): """Approve sets status to active and initializes guardrail in memory.""" diff --git a/ui/litellm-dashboard/src/components/guardrails.tsx b/ui/litellm-dashboard/src/components/guardrails.tsx index d52aba15ab0..a4383e1648f 100644 --- a/ui/litellm-dashboard/src/components/guardrails.tsx +++ b/ui/litellm-dashboard/src/components/guardrails.tsx @@ -1,6 +1,5 @@ import React, { useState, useEffect } from "react"; -import { Button } from "@tremor/react"; -import { Dropdown, Tabs } from "antd"; +import { Button, Dropdown, Tabs } from "antd"; import { DownOutlined, PlusOutlined, CodeOutlined } from "@ant-design/icons"; import { getGuardrailsList, deleteGuardrailCall } from "./networking"; import AddGuardrailForm from "./guardrails/add_guardrail_form"; @@ -240,7 +239,7 @@ const GuardrailsPanel: React.FC = ({ accessToken, userRole { key: "playground", label: "Test Playground", - disabled: !accessToken || guardrailsList.length === 0, + disabled: !accessToken, children: ( ([]); const [summary, setSummary] = useState({ total: 0, @@ -837,7 +833,7 @@ export function TeamGuardrailsTab({ accessToken }: TeamGuardrailsTabProps) { }, [search]); const fetchSubmissions = useCallback(async () => { - if (!accessToken || !isAdmin) { + if (!accessToken) { setIsLoading(false); return; } @@ -862,7 +858,7 @@ export function TeamGuardrailsTab({ accessToken }: TeamGuardrailsTabProps) { } finally { setIsLoading(false); } - }, [accessToken, isAdmin, statusFilter, searchDebounced]); + }, [accessToken, statusFilter, searchDebounced]); useEffect(() => { fetchSubmissions(); From 51876292a0edcefca1419794cd4bcc4661514b98 Mon Sep 17 00:00:00 2001 From: ishaan-berri <155045088+ishaan-berri@users.noreply.github.com> Date: Sat, 4 Apr 2026 16:09:42 -0700 Subject: [PATCH 50/63] Litellm ishaan april4 2 (#25150) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * feat(router): integrate allowed_fails_policy into health check failures (#24988) * feat(router): integrate allowed_fails_policy into health check failures Health check failures now increment the same per-deployment failure counters used by allowed_fails_policy, so users can control how many health check failures of each error type are required before a deployment enters cooldown. - ahealth_check() preserves the original exception in its return dict - run_with_timeout() returns a litellm.Timeout on health check timeout - _perform_health_check() propagates exceptions to unhealthy endpoints - _write_health_state_to_router_cache() calls _set_cooldown_deployments for each unhealthy endpoint that has an exception - When allowed_fails_policy is set, the binary health check filter is bypassed so cooldown is the sole routing exclusion mechanism - Safety net: if all deployments are in cooldown with enable_health_check_routing=True, the cooldown filter is bypassed Co-Authored-By: Claude Opus 4.6 (1M context) * feat(router): add health_check_ignore_transient_errors flag When enabled, health check failures with 429 (rate limit) or 408 (timeout) status codes are skipped from the cooldown pipeline. These are transient load issues, not broken deployments. Auth errors (401), 404, and 5xx errors still increment counters and trigger cooldown as before. Config (general_settings): health_check_ignore_transient_errors: true Co-Authored-By: Claude Opus 4.6 (1M context) * fix(router): also exclude 429/408 from health state cache when ignore_transient_errors set The previous fix only skipped cooldown counter increments. The health state cache was still marking 429/408 endpoints as is_healthy=False, causing the binary health check filter to exclude them from routing. Now, when health_check_ignore_transient_errors=True, 429/408 endpoints are also excluded from the unhealthy list passed to build_deployment_health_states(), so the binary filter treats them as unaffected (not unhealthy). Co-Authored-By: Claude Opus 4.6 (1M context) * docs(router): add health check driven routing guide New standalone page covering the full health check routing feature: allowed_fails_policy integration, health_check_ignore_transient_errors, architecture SVG, step-by-step setup, and gotchas (TTL, AllowedFails semantics). Replaces the inline section in health.md with a link to the new page. Added to the Routing & Load Balancing sidebar. Co-Authored-By: Claude Opus 4.6 (1M context) * fix(health-check-routing): fix three CI failures - Add "exception" to ILLEGAL_DISPLAY_PARAMS in health_check.py so the exception object is stripped before the health endpoint serializes results to JSON (fixes TypeError: 'URL' object is not iterable) - Add allowed_fails_policy = None to FakeRouter stubs in test_router_health_check_routing.py (fixes AttributeError) - Add health_check_ignore_transient_errors to config_settings.md router settings reference table (fixes documentation test) Co-Authored-By: Claude Opus 4.6 (1M context) * Fix litellm/tests/proxy_unit_tests/test_proxy_server.py * fix(router): address greptile review comments - Narrow cooldown safety-net bypass: only fires when allowed_fails_policy is set (cooldown is health-check driven). Without a policy, cooldowns are from real request failures and must not be bypassed. - Restore cooldown deployments DEBUG log that was accidentally removed. - Fix test_health TypeError: move exception extraction to a separate exceptions_by_model_id dict returned alongside endpoints, so exception objects never appear in the endpoint dicts that get JSON-serialized by the /health response. Co-Authored-By: Claude Opus 4.6 (1M context) * fix(health-check-routing): properly isolate exceptions from health response Return exceptions_by_model_id as a separate third value from _perform_health_check / perform_health_check so exception objects (which contain non-JSON-serializable httpx URL types) never appear in the endpoint dicts that get serialized by the /health response. Callers updated: _health_endpoints.py, shared_health_check_manager.py, proxy_server.py background loop. All use the exceptions dict only for cooldown integration, not for display. Co-Authored-By: Claude Opus 4.6 (1M context) * fix(shared-health-check): fix remaining 2-value return sites and update type annotation * fix(health-check-routing): fix P0 cooldown integration never firing The cooldown loop was reading endpoint.get("exception") which is always None because exceptions are now returned via exceptions_by_model_id, not stored in endpoint dicts. Fixed to use _exceptions.get(model_id). Also fixes the transient-error filter to use _exceptions instead of endpoint.get("exception"), and fixes all remaining 2-value return sites in shared_health_check_manager.py. Tests updated to pass exceptions via exceptions_by_model_id parameter instead of endpoint dicts. Co-Authored-By: Claude Opus 4.6 (1M context) * fix(health-check-routing): fix P1 transient-error filter broken on cache hits When SharedHealthCheckManager returns cached results, exceptions_by_model_id is always {} so the transient-error filter defaulted to status 500 for all endpoints, incorrectly marking 429/408 endpoints as unhealthy. Fix: store integer exception_status on each unhealthy endpoint dict in _perform_health_check. _get_endpoint_exception_status() uses the live exception object when available (direct path) and falls back to the stored integer (cache-hit path). The integer is JSON-serializable and survives the shared cache round-trip. Co-Authored-By: Claude Opus 4.6 (1M context) * fix(health-check-routing): gate cooldown loop behind allowed_fails_policy Without the policy, cooldown is not the routing exclusion mechanism. Firing _set_cooldown_deployments for all enable_health_check_routing users was a backwards-incompatible change — 401s would immediately cooldown deployments that the binary filter would have recovered on the next cycle. Co-Authored-By: Claude Opus 4.6 (1M context) * revert: undo allowed_fails_policy gate on cooldown loop Cooldown integration via health checks is intentional for all enable_health_check_routing users, not just those with allowed_fails_policy. Co-Authored-By: Claude Opus 4.6 (1M context) * fix(docs+tests): fix health_check_ignore_transient_errors doc section and test coverage - Move health_check_ignore_transient_errors from router_settings to general_settings in config_settings.md (code reads it from general_settings) - Remove duplicate enable_health_check_routing / health_check_staleness_threshold entries that were incorrectly listed under router_settings - Replace TestHealthCheckEndpointExceptionPropagation tests with ones that exercise the real _perform_health_check code path via mocked ahealth_check, verifying exceptions appear in exceptions_by_model_id and NOT in endpoint dicts Co-Authored-By: Claude Opus 4.6 (1M context) * fix(tests+docs): fix tuple unpacking and docs test failures - Update test mocks that return (healthy, unhealthy) to return (healthy, unhealthy, {}) to match the new 3-value signature - Update test unpackings of perform_shared_health_check to use healthy, unhealthy, _ = ... - Add health_check_ignore_transient_errors to router_settings section in config_settings.md (it is a Router constructor param, so the doc test requires it there; it also lives in general_settings for proxy use) Co-Authored-By: Claude Opus 4.6 (1M context) * Fix CodeQL errors * fix(tests): fix 2-value unpackings of _perform_health_check in test_health_check.py * fix(tests): fix mock _perform_health_check returning 2-tuple instead of 3 * fix team routing --------- Co-authored-by: Claude Opus 4.6 (1M context) * fix: add distributed lock for key rotation job (#23364) * fix: add distributed lock for key rotation job * fix: address Greptile review feedback on key rotation lock (#23834) * fix: address Greptile review feedback on key rotation lock * fix req changes greptile * feat(proxy): Optional on_error for guardrail pipeline (API / technical failures) (#24831) * guardrails fallback * docs * docs: add LITELLM_KEY_ROTATION_LOCK_TTL_SECONDS to environment variables reference * fix(mypy): accept Union[Dict, Any] in _get_deployment_order and use typed list to fix min() type error * fix(mypy): use Optional[str] for api_base in PydanticAI provider to match superclass signature --------- Co-authored-by: Sameer Kankute Co-authored-by: Claude Opus 4.6 (1M context) Co-authored-by: Harshit Jain <48647625+Harshit28j@users.noreply.github.com> Co-authored-by: Shivam Rawat Co-authored-by: yuneng-jiang --- docs/my-website/docs/proxy/config_settings.md | 3 + .../proxy/guardrails/guardrail_policies.md | 4 +- .../proxy/guardrails/policy_flow_builder.md | 65 +- docs/my-website/docs/proxy/health.md | 81 +- .../docs/proxy/health_check_routing.md | 340 ++++++++ docs/my-website/sidebars.js | 3 +- litellm/constants.py | 4 + litellm/main.py | 52 +- .../common_utils/key_rotation_manager.py | 43 +- .../db_transaction_queue/pod_lock_manager.py | 15 +- litellm/proxy/health_check.py | 34 +- .../shared_health_check_manager.py | 12 +- .../health_endpoints/_health_endpoints.py | 2 +- .../proxy/policy_engine/pipeline_executor.py | 19 +- litellm/proxy/proxy_server.py | 139 ++- litellm/router.py | 150 ++-- .../proxy/policy_engine/pipeline_types.py | 16 +- litellm/utils.py | 32 +- .../litellm_utils_tests/test_health_check.py | 12 +- tests/proxy_unit_tests/test_proxy_server.py | 4 +- .../common_utils/test_key_rotation_e2e.py | 559 +++++++++++++ .../common_utils/test_key_rotation_lock.py | 229 +++++ .../policy_engine/test_pipeline_executor.py | 141 ++++ .../proxy/test_health_check_functions.py | 2 +- .../proxy/test_shared_health_check.py | 12 +- ..._health_check_allowed_fails_integration.py | 789 ++++++++++++++++++ .../test_router_health_check_routing.py | 2 + tests/test_litellm/test_router.py | 292 ++++++- .../policy_engine/test_pipeline_types.py | 14 +- .../policies/pipeline_flow_builder.tsx | 55 +- .../src/components/policies/types.ts | 2 + 31 files changed, 2873 insertions(+), 254 deletions(-) create mode 100644 docs/my-website/docs/proxy/health_check_routing.md create mode 100644 tests/test_litellm/proxy/common_utils/test_key_rotation_e2e.py create mode 100644 tests/test_litellm/proxy/common_utils/test_key_rotation_lock.py create mode 100644 tests/test_litellm/router_utils/test_health_check_allowed_fails_integration.py diff --git a/docs/my-website/docs/proxy/config_settings.md b/docs/my-website/docs/proxy/config_settings.md index 27d9aed52b4..528a5c10903 100644 --- a/docs/my-website/docs/proxy/config_settings.md +++ b/docs/my-website/docs/proxy/config_settings.md @@ -289,6 +289,7 @@ router_settings: | database_connection_pool_timeout | integer | Database connection pool timeout in seconds | | disable_error_logs | boolean | If true, suppresses error tracking and storage in the database | | enable_health_check_routing | boolean | If true, enables health check-driven request routing to avoid unhealthy deployments | +| health_check_ignore_transient_errors | boolean | If true, 429 (rate limit) and 408 (timeout) health check failures are ignored and do not affect routing or cooldown | | enable_mcp_registry | boolean | If true, enables access to the centralized MCP server registry | | enforce_rbac | boolean | If true, enables role-based access control (RBAC) for all proxy operations | | forward_llm_provider_auth_headers | boolean | If true, forwards provider-specific auth headers to LLM API calls | @@ -397,6 +398,7 @@ router_settings: | guardrail_list | List[GuardrailTypedDict] | List of guardrail configurations for guardrail load balancing. Enables load balancing across multiple guardrail deployments with the same guardrail_name. [Further Docs](./guardrails/guardrail_load_balancing.md) | | enable_health_check_routing | boolean | If true, enables health check-driven deployment filtering to avoid routing requests to unhealthy deployments | | health_check_staleness_threshold | integer | Maximum age in seconds for cached health check results before marking deployments as stale | +| health_check_ignore_transient_errors | boolean | If true, 429 (rate limit) and 408 (timeout) health check failures are ignored and do not affect routing or cooldown | ### environment variables - Reference @@ -821,6 +823,7 @@ router_settings: | LITELLM_KEY_ROTATION_ENABLED | Enable auto-key rotation for LiteLLM (boolean). Default is false. | LITELLM_KEY_ROTATION_CHECK_INTERVAL_SECONDS | Interval in seconds for how often to run job that auto-rotates keys. Default is 86400 (24 hours). | LITELLM_KEY_ROTATION_GRACE_PERIOD | Duration to keep old key valid after rotation (e.g. "24h", "2d"). Default is empty (immediate revoke). Used for scheduled rotations and as fallback when not specified in regenerate request. +| LITELLM_KEY_ROTATION_LOCK_TTL_SECONDS | TTL in seconds for the distributed lock used by the key rotation job. Default is 600 (10 minutes). | LITELLM_LICENSE | License key for LiteLLM usage | LITELLM_LOCAL_ANTHROPIC_BETA_HEADERS | Set to `True` to use the local bundled Anthropic beta headers config only, disabling remote fetching. Default is `False` | LITELLM_LOCAL_BLOG_POSTS | When set to `True`, uses the local bundled blog posts only, disabling remote fetching from GitHub. Default is `False` diff --git a/docs/my-website/docs/proxy/guardrails/guardrail_policies.md b/docs/my-website/docs/proxy/guardrails/guardrail_policies.md index f4411553c69..18c9025da6c 100644 --- a/docs/my-website/docs/proxy/guardrails/guardrail_policies.md +++ b/docs/my-website/docs/proxy/guardrails/guardrail_policies.md @@ -311,7 +311,7 @@ Response: ## Policy Flow Builder -For conditional execution (e.g., run a second guardrail only if the first fails), use the [Policy Flow Builder](./policy_flow_builder) to define pipelines with per-step pass/fail actions. +For conditional execution (e.g., run a second guardrail only if the first fails), use the [Policy Flow Builder](./policy_flow_builder) to define pipelines with per-step **pass**, **fail**, and optional **error** actions (`on_pass`, `on_fail`, `on_error`). ## Config Reference @@ -337,7 +337,7 @@ policies: | `guardrails.add` | `list[string]` | Guardrails to enable. | | `guardrails.remove` | `list[string]` | Guardrails to disable (useful with inheritance). | | `condition.model` | `string` or `list[string]` | Optional. Only apply when model matches. Supports regex. | -| `pipeline` | `object` | Optional. Ordered guardrail execution with per-step actions. See [Policy Flow Builder](./policy_flow_builder). | +| `pipeline` | `object` | Optional. Ordered guardrail execution with per-step actions (`on_pass`, `on_fail`, optional `on_error`). See [Policy Flow Builder](./policy_flow_builder). | ### `policy_attachments` diff --git a/docs/my-website/docs/proxy/guardrails/policy_flow_builder.md b/docs/my-website/docs/proxy/guardrails/policy_flow_builder.md index 2a83f3768ab..630930aa893 100644 --- a/docs/my-website/docs/proxy/guardrails/policy_flow_builder.md +++ b/docs/my-website/docs/proxy/guardrails/policy_flow_builder.md @@ -1,8 +1,8 @@ # Policy Flow Builder -The Policy Flow Builder lets you design guardrail pipelines with **conditional execution**. Instead of running guardrails independently, you chain them into ordered steps and control what happens when each guardrail passes or fails. +The Policy Flow Builder lets you design guardrail pipelines with **conditional execution**. Instead of running guardrails independently, you chain them into ordered steps and control what happens when each guardrail **passes**, **fails a policy check** (content intervention), or hits a **technical error** (e.g. timeout, unreachable provider, missing guardrail). -Two powerful patterns it enables: **guardrail fallbacks** (try a different guardrail when one fails) and **retrying the same guardrail** (run the same guardrail again if it fails, e.g. to handle transient errors). +Two powerful patterns it enables: **guardrail fallbacks** (try a different guardrail when one fails) and **retrying the same guardrail** (run the same guardrail again if it fails, e.g. to handle transient errors). With **`on_error`**, you can treat **technical** failures differently from **policy** failures—for example, fall back to another provider when the primary API errors, while still blocking on flagged content. ## When to use the Flow Builder @@ -19,6 +19,7 @@ Use the Flow Builder when you need: - **Custom responses** — return a specific message when a guardrail fails instead of a generic block - **Data chaining** — pass modified data (e.g., PII-masked content) from one step to the next - **Fine-grained control** — different actions on pass vs. fail per step +- **Technical-error routing** — set `on_error` separately from `on_fail` so outages or timeouts can **allow**, **block**, **go to the next step**, or return a **custom response** without conflating them with content violations ## Concepts @@ -29,24 +30,37 @@ A pipeline has: - **Mode**: `pre_call` (before the LLM) or `post_call` (after the LLM) - **Steps**: Ordered list of guardrail steps +### Outcomes: pass, fail, and error + +Each step run produces one of three outcomes: + +| Outcome | Meaning | Typical cause | +|--------|---------|----------------| +| **pass** | Guardrail completed without blocking | Content allowed, or data was modified and returned | +| **fail** | Policy intervention | Guardrail raised an intervention (e.g. flagged content, blocked request) | +| **error** | Technical failure | Timeouts, network errors, guardrail not registered, or other non-intervention exceptions | + +`on_pass` and `on_fail` apply to **pass** and **fail** respectively. **`on_error`** applies only to **error**. If `on_error` is omitted, the pipeline uses **`on_fail`** for error outcomes (backward compatible). + ### Step actions -Each step defines what happens when the guardrail **passes** and when it **fails**: +For each step you choose an action for **pass**, **fail**, and optionally **error**. Allowed values are: `next`, `allow`, `block`, `modify_response`. | Action | Description | |--------|-------------| -| **Next Step** | Continue to the next guardrail in the pipeline | -| **Allow** | Stop the pipeline and allow the request to proceed | -| **Block** | Stop the pipeline and block the request | -| **Custom Response** | Return a custom message instead of the default block | +| **Next Step** (`next`) | Continue to the next guardrail in the pipeline | +| **Allow** (`allow`) | Stop the pipeline and allow the request to proceed | +| **Block** (`block`) | Stop the pipeline and block the request | +| **Custom Response** (`modify_response`) | Return a custom message instead of the default block | ### Step options | Field | Type | Description | |-------|------|--------------| | `guardrail` | `string` | Name of the guardrail to run | -| `on_pass` | `string` | Action when guardrail passes: `next`, `allow`, `block`, `modify_response` | -| `on_fail` | `string` | Action when guardrail fails: `next`, `allow`, `block`, `modify_response` | +| `on_pass` | `string` | Action when outcome is **pass**: `next`, `allow`, `block`, `modify_response` | +| `on_fail` | `string` | Action when outcome is **fail** (policy intervention): `next`, `allow`, `block`, `modify_response` | +| `on_error` | `string` (optional) | Action when outcome is **error** (technical). If omitted, **error** uses `on_fail`. | | `pass_data` | `boolean` | Forward modified request data (e.g., PII-masked) to the next step | | `modify_response_message` | `string` | Custom message when using `modify_response` action | @@ -57,7 +71,7 @@ Each step defines what happens when the guardrail **passes** and when it **fails 3. Select **Flow Builder** (instead of the simple form) 4. Design your flow: - **Trigger** — Incoming LLM request (runs when the policy matches) - - **Steps** — Add guardrails, set ON PASS and ON FAIL actions per step + - **Steps** — Add guardrails, set **ON PASS**, **ON FAIL**, and **ON ERROR** actions per step (ON ERROR is optional; when unset, errors follow ON FAIL) - **End** — Request proceeds to the LLM 5. Use the **+** between steps to insert new steps 6. Use the **Test** panel to run sample messages through the pipeline before saving @@ -151,6 +165,37 @@ policies: First attempt passes → allow. First attempt fails → retry the same guardrail; second pass → allow, second fail → block. +## Technical errors vs policy failures (`on_error`) + +Use **`on_error`** when you want different behavior for **API/infra problems** than for **content policy** violations. + +- **`on_fail`** — Runs when the guardrail **intervenes** (e.g. toxic content, PII detected). +- **`on_error`** — Runs when the step ends in **error** (timeout, connection failure, guardrail not loaded, etc.). If you omit `on_error`, **error** outcomes use **`on_fail`**. + +Example: block on bad content, but if the primary scanner is down, fall back to a second guardrail instead of blocking every request: + +```yaml +policies: + error-fallback-policy: + guardrails: + add: + - primary_scanner + - backup_scanner + pipeline: + mode: pre_call + steps: + - guardrail: primary_scanner + on_pass: allow + on_fail: block + on_error: next + - guardrail: backup_scanner + on_pass: allow + on_fail: block + on_error: allow +``` + +If `primary_scanner` errors → run `backup_scanner`. If `backup_scanner` errors → allow the request (set `on_error` to `block` if you prefer fail-closed). + ## Example: Custom response on fail Return a branded message instead of a generic block: diff --git a/docs/my-website/docs/proxy/health.md b/docs/my-website/docs/proxy/health.md index 530bea3d06b..1d893961b62 100644 --- a/docs/my-website/docs/proxy/health.md +++ b/docs/my-website/docs/proxy/health.md @@ -316,86 +316,9 @@ general_settings: ## Health Check Driven Routing -By default, background health checks are observability-only — they populate the `/health` endpoint but don't affect routing. Unhealthy deployments still receive traffic until request failures trigger cooldown. +Route traffic away from unhealthy deployments proactively — before user requests hit them. Supports per-error-type failure thresholds, transient error suppression, and automatic safety nets. -With `enable_health_check_routing: true`, the router **excludes deployments that failed their last background health check** before selecting a candidate. This gives you proactive failover instead of reactive cooldown. - -### How it works - -1. Background health checks run on their configured interval -2. After each cycle, every deployment is marked healthy or unhealthy -3. On each incoming request, the router filters out unhealthy deployments **before** cooldown filtering and load balancing -4. If all deployments are unhealthy, the filter is bypassed (safety net — never causes a total outage) -5. If health state is stale (older than `health_check_staleness_threshold`), it is ignored - -### Quick start - -```yaml -model_list: - - model_name: gpt-4 - litellm_params: - model: openai/gpt-4 - api_key: os.environ/OPENAI_API_KEY - - model_name: gpt-4 - litellm_params: - model: openai/gpt-4 - api_key: os.environ/OPENAI_API_KEY_SECONDARY - -general_settings: - background_health_checks: true - health_check_interval: 60 - enable_health_check_routing: true -``` - -### Configuration - -| Setting | Where | Default | Description | -|---------|-------|---------|-------------| -| `enable_health_check_routing` | `general_settings` | `false` | Enable/disable health-check-driven routing | -| `health_check_staleness_threshold` | `general_settings` | `health_check_interval * 2` | Seconds before health state is considered stale and ignored | -| `background_health_checks` | `general_settings` | `false` | Must be `true` for health check routing to work | -| `health_check_interval` | `general_settings` | `300` | Seconds between health check cycles | - -### Interaction with cooldown - -Health check filtering and cooldown are **additive**. A deployment can be excluded by either mechanism: - -- **Health check filter** — proactive, runs on the configured interval, excludes deployments that failed the last check -- **Cooldown** — reactive, triggered by request failures, excludes deployments for a short TTL - -This means request failures still provide fast detection between health check intervals. - -### Staleness - -If a health check result is older than `health_check_staleness_threshold`, it is ignored and the deployment is treated as eligible. This prevents stale data from permanently excluding a deployment if the health check loop stops or slows down. - -The default staleness threshold is `health_check_interval * 2`. For a 60s interval, health state expires after 120s. - -### Example: custom staleness - -```yaml -general_settings: - background_health_checks: true - health_check_interval: 30 - enable_health_check_routing: true - health_check_staleness_threshold: 90 # ignore health state older than 90s -``` - -### Debugging - -Run the proxy with `--detailed_debug` and look for: - -``` -health_check_routing_state_updated healthy=3 unhealthy=1 -``` - -This is logged after each health check cycle when routing state is written. - -If the safety net triggers (all deployments unhealthy), you'll see: - -``` -All deployments marked unhealthy by health checks, bypassing health filter -``` +See the full guide: [Health Check Driven Routing](./health_check_routing.md) ## Health Check Timeout diff --git a/docs/my-website/docs/proxy/health_check_routing.md b/docs/my-website/docs/proxy/health_check_routing.md new file mode 100644 index 00000000000..daf0b19212c --- /dev/null +++ b/docs/my-website/docs/proxy/health_check_routing.md @@ -0,0 +1,340 @@ +# Health Check Driven Routing + +Route traffic away from unhealthy deployments before users hit errors. Background health checks run on a configurable interval, and any deployment that fails gets removed from the routing pool proactively, not after a user request already failed. + + +## Architecture + + + {/* Background */} + + + {/* LEFT PANEL: Background health check loop */} + + Background Loop + every health_check_interval seconds + + {/* Deployment A */} + + Deployment A + ahealth_check() → 200 ✓ + + {/* Deployment B */} + + Deployment B + ahealth_check() → 401 ✗ + + {/* Deployment C */} + + Deployment C + ahealth_check() → 429 ⚡ + + {/* ignore_transient box */} + + ignore_transient_errors: true + 429 / 408 → ignored + not written to cache + + {/* allowed_fails_policy box */} + + allowed_fails_policy + 401 → increment counter + counter > threshold + → cooldown triggered + + {/* CENTER PANEL: Shared State */} + + Shared State + + {/* Health State Cache */} + + DeploymentHealthCache + A → healthy ✓ + B → unhealthy ✗ + C → not written (ignored) + TTL: staleness_threshold × 1.5 + + {/* Cooldown Cache */} + + Cooldown Cache + B → cooling down + (after policy threshold) + TTL: cooldown_time + + {/* failed_calls counter */} + + failed_calls counter + B: 2 / AuthAllowedFails: 1 + → threshold exceeded + TTL: cooldown_time (must > interval) + + {/* RIGHT PANEL: Request path */} + + Request Path + + {/* Incoming request */} + + Incoming request + + {/* All deployments */} + + All deployments [A, B, C] + + + + {/* Health check filter */} + + ① Health Check Filter + if policy set → bypass + else → remove unhealthy + + + + {/* Cooldown filter */} + + ② Cooldown Filter + remove deployments in cooldown + + + + {/* Safety net */} + + Safety Net + if all removed → return all + + + + {/* Load balancer */} + + ③ Load Balancer + + + + {/* Selected deployment */} + + Selected: Deployment A ✓ + + + + {/* ARROWS: left → center */} + + + + + + {/* ARROWS: center → right */} + + + + {/* Arrow markers */} + + + + + + + + + + + + + + + + + + + + + + + +## What problem does this solve? + +By default, LiteLLM routes traffic to all deployments and only stops sending to a broken one after it has already failed a user request. The cooldown system is reactive. + +Health check driven routing makes this **proactive**: a background loop pings every deployment on a configurable interval. If a deployment fails its health check, it gets removed from the routing pool immediately, before a user request lands on it. + +When you also set `allowed_fails_policy`, you control exactly how many health check failures of each error type (auth errors, rate limits, timeouts) are needed before a deployment enters cooldown. This avoids false positives from transient noise. + + +## Setup + +### Step 1: Enable background health checks + +Background health checks are off by default. Turn them on in `general_settings`: + +```yaml +general_settings: + background_health_checks: true + health_check_interval: 60 # seconds between each full check cycle +``` + +### Step 2: Enable health check routing + +```yaml +general_settings: + background_health_checks: true + health_check_interval: 60 + enable_health_check_routing: true # ← route away from unhealthy deployments +``` + +At this point, any deployment that fails its health check is immediately excluded from routing until the next check cycle clears it. + +### Step 3: Add a policy to control how many failures trigger cooldown + +Without a policy, the first health check failure marks a deployment as unhealthy. If you want more tolerance (e.g., only act after 2 consecutive auth failures), use `allowed_fails_policy`: + +```yaml +model_list: + - model_name: claude-sonnet + litellm_params: + model: anthropic/claude-sonnet-4-5 + api_key: os.environ/ANTHROPIC_API_KEY + + - model_name: claude-sonnet + litellm_params: + model: anthropic/claude-sonnet-4-5 + api_key: os.environ/ANTHROPIC_API_KEY_SECONDARY + +general_settings: + background_health_checks: true + health_check_interval: 30 + enable_health_check_routing: true + +router_settings: + cooldown_time: 60 # how long a deployment stays in cooldown + allowed_fails_policy: + AuthenticationErrorAllowedFails: 1 # cooldown after 2nd auth failure + TimeoutErrorAllowedFails: 3 # cooldown after 4th timeout +``` + +When `allowed_fails_policy` is set, the binary health check filter is bypassed. Only the cooldown system controls routing exclusion, and it only fires after your configured threshold is crossed. + +### Step 4 (optional): Ignore transient errors + +429 (rate limit) and 408 (timeout) from a health check usually mean the deployment is temporarily overloaded, not broken. To prevent these from affecting routing at all: + +```yaml +general_settings: + background_health_checks: true + health_check_interval: 30 + enable_health_check_routing: true + health_check_ignore_transient_errors: true # 429 and 408 never affect routing +``` + +With this on, only hard failures (401, 404, 5xx) from health checks contribute to cooldown. + + +## Full example + +```yaml +model_list: + - model_name: gpt-4o + litellm_params: + model: openai/gpt-4o + api_key: os.environ/OPENAI_API_KEY + + - model_name: gpt-4o + litellm_params: + model: openai/gpt-4o + api_key: os.environ/OPENAI_API_KEY_SECONDARY + + - model_name: gpt-4o + litellm_params: + model: azure/gpt-4o + api_base: os.environ/AZURE_API_BASE + api_key: os.environ/AZURE_API_KEY + +general_settings: + background_health_checks: true + health_check_interval: 30 + enable_health_check_routing: true + health_check_ignore_transient_errors: true + +router_settings: + cooldown_time: 60 + allowed_fails_policy: + AuthenticationErrorAllowedFails: 0 # cooldown immediately on auth failure + TimeoutErrorAllowedFails: 2 # cooldown after 3 timeouts + RateLimitErrorAllowedFails: 5 # cooldown after 6 rate limits (if not ignoring transients) +``` + + +## Configuration reference + +| Setting | Where | Default | Description | +|---|---|---|---| +| `enable_health_check_routing` | `general_settings` | `false` | Route away from deployments that fail health checks | +| `background_health_checks` | `general_settings` | `false` | Must be `true` for health check routing to work | +| `health_check_interval` | `general_settings` | `300` | Seconds between full health check cycles | +| `health_check_staleness_threshold` | `general_settings` | `interval x 2` | Seconds before cached health state is ignored | +| `health_check_ignore_transient_errors` | `general_settings` | `false` | Ignore 429 and 408 from health checks; these never affect routing | +| `cooldown_time` | `router_settings` | `5` | Seconds a deployment stays in cooldown after threshold is crossed | +| `allowed_fails_policy` | `router_settings` | `null` | Per-error-type failure thresholds before cooldown (see below) | + +### `allowed_fails_policy` fields + +| Field | Error type | HTTP status | +|---|---|---| +| `AuthenticationErrorAllowedFails` | Bad API key | 401 | +| `TimeoutErrorAllowedFails` | Request timeout | 408 | +| `RateLimitErrorAllowedFails` | Rate limit exceeded | 429 | +| `BadRequestErrorAllowedFails` | Malformed request | 400 | +| `ContentPolicyViolationErrorAllowedFails` | Content filtered | 400 | + +The value is the number of failures **tolerated** before cooldown. `0` means cooldown on the first failure. `2` means cooldown on the third. + + +## Things to keep in mind + +- **Counter TTL must be longer than the health check interval.** `allowed_fails_policy` works by incrementing a `failed_calls` counter per deployment. That counter expires after `cooldown_time` seconds. If `cooldown_time` is shorter than `health_check_interval`, the counter resets between every check cycle and failures never accumulate. Set `cooldown_time` greater than `health_check_interval` when using `allowed_fails_policy`. + + ```yaml + router_settings: + cooldown_time: 60 # must be > health_check_interval (30s here) + + general_settings: + health_check_interval: 30 + ``` + +- **`AllowedFails: N` means cooldown on the (N+1)th failure.** The counter check is `updated_fails > allowed_fails`, so `0` triggers on the 1st failure, `1` on the 2nd, `2` on the 3rd. + + | `AllowedFails` | Cooldown triggers after | + |---|---| + | `0` | 1st failure | + | `1` | 2nd failure | + | `2` | 3rd failure | + +- **Without `allowed_fails_policy`, the first failure is enough.** The first failed health check immediately excludes the deployment from routing. Use `allowed_fails_policy` when you want tolerance for flaky checks. + +- **If all deployments are unhealthy, the filter is bypassed.** Traffic keeps flowing rather than returning no deployment at all. Requests will fail, but the router keeps trying. + +- **Health check failures and request failures share the same counters.** When `allowed_fails_policy` is set, both sources increment the same `failed_calls` counter. A deployment at 1 health check failure that then receives 1 failing request will hit the threshold for `AllowedFails: 1` and enter cooldown. + + +## Debugging + +Run the proxy with `--detailed_debug` and look for these log lines: + +After each health check cycle (written at DEBUG level): +``` +health_check_routing_state_updated healthy=2 unhealthy=1 +``` + +When a health check failure increments the counter and triggers cooldown (DEBUG level): +``` +checks 'should_run_cooldown_logic' +Attempting to add to cooldown list +``` + +When safety net fires because all deployments are in cooldown: +``` +All deployments in cooldown via health-check routing, bypassing cooldown filter +``` + +When safety net fires because all deployments are unhealthy (binary filter, no `allowed_fails_policy`): +``` +All deployments marked unhealthy by health checks, bypassing health filter +``` diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js index b514ea2234c..ab4ae46ec3b 100644 --- a/docs/my-website/sidebars.js +++ b/docs/my-website/sidebars.js @@ -1051,7 +1051,8 @@ const sidebars = { "proxy/fallback_management", "proxy/tag_routing", "proxy/timeout", - "wildcard_routing" + "wildcard_routing", + "proxy/health_check_routing" ], }, { diff --git a/litellm/constants.py b/litellm/constants.py index 252068bd7b0..a9facabb010 100644 --- a/litellm/constants.py +++ b/litellm/constants.py @@ -1319,6 +1319,9 @@ LITELLM_KEY_ROTATION_CHECK_INTERVAL_SECONDS = int( LITELLM_KEY_ROTATION_GRACE_PERIOD: str = os.getenv( "LITELLM_KEY_ROTATION_GRACE_PERIOD", "" ) # Duration to keep old key valid after rotation (e.g. "24h", "2d"); empty = immediate revoke (default) +LITELLM_KEY_ROTATION_LOCK_TTL_SECONDS = int( + os.getenv("LITELLM_KEY_ROTATION_LOCK_TTL_SECONDS", 600) +) # 10 minutes default — caps the deadlock window if a pod crashes mid-rotation UI_SESSION_TOKEN_TEAM_ID = "litellm-dashboard" LITELLM_PROXY_ADMIN_NAME = "default_user_id" @@ -1347,6 +1350,7 @@ CLOUDZERO_MAX_FETCHED_DATA_RECORDS = int( os.getenv("CLOUDZERO_MAX_FETCHED_DATA_RECORDS", 50000) ) SPEND_LOG_CLEANUP_JOB_NAME = "spend_log_cleanup" +KEY_ROTATION_JOB_NAME = "litellm_key_rotation_job" SPEND_LOG_RUN_LOOPS = int(os.getenv("SPEND_LOG_RUN_LOOPS", 500)) SPEND_LOG_CLEANUP_BATCH_SIZE = int(os.getenv("SPEND_LOG_CLEANUP_BATCH_SIZE", 1000)) SPEND_LOG_QUEUE_SIZE_THRESHOLD = int(os.getenv("SPEND_LOG_QUEUE_SIZE_THRESHOLD", 100)) diff --git a/litellm/main.py b/litellm/main.py index cbedd1735c7..ddd37b47536 100644 --- a/litellm/main.py +++ b/litellm/main.py @@ -3792,9 +3792,9 @@ def completion( # type: ignore # noqa: PLR0915 "aws_region_name" not in optional_params or optional_params["aws_region_name"] is None ): - optional_params[ - "aws_region_name" - ] = aws_bedrock_client.meta.region_name + optional_params["aws_region_name"] = ( + aws_bedrock_client.meta.region_name + ) bedrock_route = BedrockModelInfo.get_bedrock_route(model) if bedrock_route == "converse": @@ -6214,9 +6214,9 @@ def adapter_completion( new_kwargs = translation_obj.translate_completion_input_params(kwargs=kwargs) response: Union[ModelResponse, CustomStreamWrapper] = completion(**new_kwargs) # type: ignore - translated_response: Optional[ - Union[BaseModel, AdapterCompletionStreamWrapper] - ] = None + translated_response: Optional[Union[BaseModel, AdapterCompletionStreamWrapper]] = ( + None + ) if isinstance(response, ModelResponse): translated_response = translation_obj.translate_completion_output_params( response=response @@ -6396,9 +6396,9 @@ async def atranscription(*args, **kwargs) -> TranscriptionResponse: if existing_duration is None: calculated_duration = calculate_request_duration(file) if calculated_duration is not None: - response._hidden_params[ - "audio_transcription_duration" - ] = calculated_duration + response._hidden_params["audio_transcription_duration"] = ( + calculated_duration + ) return response except Exception as e: @@ -6621,9 +6621,9 @@ def transcription( if existing_duration is None: calculated_duration = calculate_request_duration(file) if calculated_duration is not None: - response._hidden_params[ - "audio_transcription_duration" - ] = calculated_duration + response._hidden_params["audio_transcription_duration"] = ( + calculated_duration + ) if response is None: raise ValueError("Unmapped provider passed in. Unable to get the response.") @@ -6927,9 +6927,9 @@ def speech( # noqa: PLR0915 ElevenLabsTextToSpeechConfig.ELEVENLABS_QUERY_PARAMS_KEY ] = query_params - litellm_params_dict[ - ElevenLabsTextToSpeechConfig.ELEVENLABS_VOICE_ID_KEY - ] = voice_id + litellm_params_dict[ElevenLabsTextToSpeechConfig.ELEVENLABS_VOICE_ID_KEY] = ( + voice_id + ) if api_base is not None: litellm_params_dict["api_base"] = api_base @@ -7250,7 +7250,8 @@ async def ahealth_check( if mode is None: return { - "error": f"error:{str(e)}. Missing `mode`. Set the `mode` for the model - https://docs.litellm.ai/docs/proxy/health#embedding-models \nstacktrace: {stack_trace}" + "error": f"error:{str(e)}. Missing `mode`. Set the `mode` for the model - https://docs.litellm.ai/docs/proxy/health#embedding-models \nstacktrace: {stack_trace}", + "exception": e, } error_to_return = str(e) + "\nstack trace: " + stack_trace @@ -7262,6 +7263,7 @@ async def ahealth_check( return { "error": error_to_return, "raw_request_typed_dict": raw_request_typed_dict, + "exception": e, } @@ -7508,9 +7510,9 @@ def stream_chunk_builder( # noqa: PLR0915 ] if len(content_chunks) > 0: - response["choices"][0]["message"][ - "content" - ] = processor.get_combined_content(content_chunks) + response["choices"][0]["message"]["content"] = ( + processor.get_combined_content(content_chunks) + ) thinking_blocks = [ chunk @@ -7521,9 +7523,9 @@ def stream_chunk_builder( # noqa: PLR0915 ] if len(thinking_blocks) > 0: - response["choices"][0]["message"][ - "thinking_blocks" - ] = processor.get_combined_thinking_content(thinking_blocks) + response["choices"][0]["message"]["thinking_blocks"] = ( + processor.get_combined_thinking_content(thinking_blocks) + ) reasoning_chunks = [ chunk @@ -7534,9 +7536,9 @@ def stream_chunk_builder( # noqa: PLR0915 ] if len(reasoning_chunks) > 0: - response["choices"][0]["message"][ - "reasoning_content" - ] = processor.get_combined_reasoning_content(reasoning_chunks) + response["choices"][0]["message"]["reasoning_content"] = ( + processor.get_combined_reasoning_content(reasoning_chunks) + ) annotation_chunks = [ chunk diff --git a/litellm/proxy/common_utils/key_rotation_manager.py b/litellm/proxy/common_utils/key_rotation_manager.py index 5a0a1fabc7d..aaf39a7a19d 100644 --- a/litellm/proxy/common_utils/key_rotation_manager.py +++ b/litellm/proxy/common_utils/key_rotation_manager.py @@ -11,6 +11,7 @@ from litellm._logging import verbose_proxy_logger from litellm.constants import ( LITELLM_INTERNAL_JOBS_SERVICE_ACCOUNT_NAME, LITELLM_KEY_ROTATION_GRACE_PERIOD, + LITELLM_KEY_ROTATION_LOCK_TTL_SECONDS, ) from litellm.proxy._types import ( GenerateKeyResponse, @@ -30,14 +31,42 @@ class KeyRotationManager: Manages automated key rotation based on individual key rotation schedules. """ - def __init__(self, prisma_client: PrismaClient): + def __init__(self, prisma_client: PrismaClient, pod_lock_manager=None): self.prisma_client = prisma_client + self.pod_lock_manager = pod_lock_manager async def process_rotations(self): """ - Main entry point - find and rotate keys that are due for rotation + Main entry point - find and rotate keys that are due for rotation. + Uses PodLockManager to ensure only one pod runs rotation in multi-pod deployments. """ + from litellm.constants import KEY_ROTATION_JOB_NAME + + lock_acquired = False try: + # If we have a pod lock manager with Redis, try to acquire the lock + if self.pod_lock_manager and self.pod_lock_manager.redis_cache: + # Use a dedicated lock TTL (default 600s) instead of the check interval + # (which defaults to 86400s / 24h). Using the check interval would create + # a 24-hour deadlock window if a pod crashes before releasing the lock. + lock_ttl = max( + LITELLM_KEY_ROTATION_LOCK_TTL_SECONDS, 300 + ) # At least 5 minutes, configurable via LITELLM_KEY_ROTATION_LOCK_TTL_SECONDS + lock_acquired = ( + await self.pod_lock_manager.acquire_lock( + cronjob_id=KEY_ROTATION_JOB_NAME, + ttl=lock_ttl, + ) + or False + ) + if not lock_acquired: + verbose_proxy_logger.warning( + "Key rotation: another pod is already running rotation " + "or Redis lock acquisition failed — skipping this cycle. " + "Keys will be rotated on the next cycle." + ) + return + verbose_proxy_logger.info("Starting scheduled key rotation check...") # Clean up expired deprecated keys first @@ -74,6 +103,16 @@ class KeyRotationManager: except Exception as e: verbose_proxy_logger.error(f"Key rotation process failed: {e}") + finally: + # Only release the lock if it was actually acquired + if ( + lock_acquired + and self.pod_lock_manager + and self.pod_lock_manager.redis_cache + ): + await self.pod_lock_manager.release_lock( + cronjob_id=KEY_ROTATION_JOB_NAME, + ) async def _find_keys_needing_rotation(self) -> List[LiteLLM_VerificationToken]: """ diff --git a/litellm/proxy/db/db_transaction_queue/pod_lock_manager.py b/litellm/proxy/db/db_transaction_queue/pod_lock_manager.py index 546ea05998c..6435498ae03 100644 --- a/litellm/proxy/db/db_transaction_queue/pod_lock_manager.py +++ b/litellm/proxy/db/db_transaction_queue/pod_lock_manager.py @@ -32,6 +32,7 @@ class PodLockManager: async def acquire_lock( self, cronjob_id: str, + ttl: Optional[int] = None, ) -> Optional[bool]: """ Attempt to acquire the lock for a specific cron job using Redis. @@ -39,15 +40,20 @@ class PodLockManager: Args: cronjob_id: The ID of the cron job to lock + ttl: Optional custom TTL in seconds. Defaults to DEFAULT_CRON_JOB_LOCK_TTL_SECONDS. + Use a longer TTL for jobs that may take longer than the default 60s + (e.g. key rotation with many keys). """ if self.redis_cache is None: verbose_proxy_logger.debug("redis_cache is None, skipping acquire_lock") return None try: + lock_ttl = ttl or DEFAULT_CRON_JOB_LOCK_TTL_SECONDS verbose_proxy_logger.debug( - "Pod %s attempting to acquire Redis lock for cronjob_id=%s", + "Pod %s attempting to acquire Redis lock for cronjob_id=%s (ttl=%ds)", self.pod_id, cronjob_id, + lock_ttl, ) # Try to set the lock key with the pod_id as its value, only if it doesn't exist (NX) # and with an expiration (EX) to avoid deadlocks. @@ -56,7 +62,7 @@ class PodLockManager: lock_key, self.pod_id, nx=True, - ttl=DEFAULT_CRON_JOB_LOCK_TTL_SECONDS, + ttl=lock_ttl, ) if acquired: verbose_proxy_logger.info( @@ -133,11 +139,10 @@ class PodLockManager: ) else: verbose_proxy_logger.warning( - "Spend tracking - pod %s failed to release Redis lock for cronjob_id=%s. " - "Lock will expire after TTL=%ds.", + "Pod %s failed to release Redis lock for cronjob_id=%s. " + "Lock will expire after its TTL.", self.pod_id, cronjob_id, - DEFAULT_CRON_JOB_LOCK_TTL_SECONDS, ) else: verbose_proxy_logger.debug( diff --git a/litellm/proxy/health_check.py b/litellm/proxy/health_check.py index 3e05ee3c484..5d1bcf31f84 100644 --- a/litellm/proxy/health_check.py +++ b/litellm/proxy/health_check.py @@ -21,6 +21,8 @@ ILLEGAL_DISPLAY_PARAMS = [ "vertex_credentials", "aws_access_key_id", "aws_secret_access_key", + "exception", # internal; not JSON-serializable, never for display + "litellm_metadata", # internal tracking metadata with auth objects; not for display ] MINIMAL_DISPLAY_PARAMS = ["model", "mode_error"] @@ -95,7 +97,12 @@ async def run_with_timeout(task, timeout): except asyncio.TimeoutError: # `asyncio.wait_for()` already cancels only the awaited task on timeout. # Do not cancel unrelated sibling health check tasks. - return {"error": "Timeout exceeded"} + timeout_exception = litellm.Timeout( + message="Health check timeout exceeded", + model="", + llm_provider="", + ) + return {"error": "Timeout exceeded", "exception": timeout_exception} async def _run_model_health_check(model: dict): @@ -204,6 +211,10 @@ async def _perform_health_check( healthy_endpoints = [] unhealthy_endpoints = [] + # Exceptions keyed by model_id; returned separately so callers can use + # them for cooldown integration without risking JSON-serialization errors + # in the /health response. + exceptions_by_model_id: dict = {} for is_healthy, model in zip(results, model_list): litellm_params = model["litellm_params"] @@ -218,14 +229,23 @@ async def _perform_health_check( cleaned = _clean_endpoint_data({**litellm_params, **is_healthy}, details) if _model_id: cleaned["model_id"] = _model_id + if "exception" in is_healthy: + exc = is_healthy["exception"] + exceptions_by_model_id[_model_id] = exc + # Store integer status code so shared-cache readers can + # reconstruct the transient-error filter without the exception object. + cleaned["exception_status"] = getattr(exc, "status_code", 500) unhealthy_endpoints.append(cleaned) else: cleaned = _clean_endpoint_data(litellm_params, details) if _model_id: cleaned["model_id"] = _model_id + if isinstance(is_healthy, Exception): + exceptions_by_model_id[_model_id] = is_healthy + cleaned["exception_status"] = getattr(is_healthy, "status_code", 500) unhealthy_endpoints.append(cleaned) - return healthy_endpoints, unhealthy_endpoints + return healthy_endpoints, unhealthy_endpoints, exceptions_by_model_id def build_deployment_health_states( @@ -366,7 +386,7 @@ async def perform_health_check( source, cycle_id, ) - return [], [] + return [], [], {} cycle_start_time = time.monotonic() requested_model_count = len(model_list) @@ -406,7 +426,11 @@ async def perform_health_check( ) try: - healthy_endpoints, unhealthy_endpoints = await _perform_health_check( + ( + healthy_endpoints, + unhealthy_endpoints, + exceptions_by_model_id, + ) = await _perform_health_check( model_list, details, max_concurrency=max_concurrency, @@ -438,4 +462,4 @@ async def perform_health_check( _rss_mb_for_log(), ) - return healthy_endpoints, unhealthy_endpoints + return healthy_endpoints, unhealthy_endpoints, exceptions_by_model_id diff --git a/litellm/proxy/health_check_utils/shared_health_check_manager.py b/litellm/proxy/health_check_utils/shared_health_check_manager.py index ae18a42c02b..2ecee5095b8 100644 --- a/litellm/proxy/health_check_utils/shared_health_check_manager.py +++ b/litellm/proxy/health_check_utils/shared_health_check_manager.py @@ -192,7 +192,7 @@ class SharedHealthCheckManager: model_list: List[Dict[str, Any]], details: bool = True, max_concurrency: Optional[int] = None, - ) -> Tuple[List[Dict[str, Any]], List[Dict[str, Any]]]: + ) -> Tuple[List[Dict[str, Any]], List[Dict[str, Any]], Dict[str, Any]]: """ Perform health check with shared state coordination. @@ -217,6 +217,7 @@ class SharedHealthCheckManager: return ( cached_results.get("healthy_endpoints", []), cached_results.get("unhealthy_endpoints", []), + {}, ) # No recent cache, try to acquire lock @@ -231,7 +232,11 @@ class SharedHealthCheckManager: len(model_list), ) - healthy_endpoints, unhealthy_endpoints = await perform_health_check( + ( + healthy_endpoints, + unhealthy_endpoints, + exceptions_by_model_id, + ) = await perform_health_check( model_list=model_list, details=details, max_concurrency=max_concurrency, @@ -242,7 +247,7 @@ class SharedHealthCheckManager: healthy_endpoints, unhealthy_endpoints ) - return healthy_endpoints, unhealthy_endpoints + return healthy_endpoints, unhealthy_endpoints, exceptions_by_model_id finally: # Always release the lock @@ -262,6 +267,7 @@ class SharedHealthCheckManager: return ( cached_results.get("healthy_endpoints", []), cached_results.get("unhealthy_endpoints", []), + {}, ) # Still no cache, fall back to local health check diff --git a/litellm/proxy/health_endpoints/_health_endpoints.py b/litellm/proxy/health_endpoints/_health_endpoints.py index ef9436f2d8c..8a09edfd4c4 100644 --- a/litellm/proxy/health_endpoints/_health_endpoints.py +++ b/litellm/proxy/health_endpoints/_health_endpoints.py @@ -771,7 +771,7 @@ async def _perform_health_check_and_save( max_concurrency=None, ): """Helper function to perform health check and save results to database""" - healthy_endpoints, unhealthy_endpoints = await perform_health_check( + healthy_endpoints, unhealthy_endpoints, _ = await perform_health_check( model_list=model_list, cli_model=cli_model, model=target_model, diff --git a/litellm/proxy/policy_engine/pipeline_executor.py b/litellm/proxy/policy_engine/pipeline_executor.py index 729b42ce638..3c5a1d67be4 100644 --- a/litellm/proxy/policy_engine/pipeline_executor.py +++ b/litellm/proxy/policy_engine/pipeline_executor.py @@ -74,7 +74,7 @@ class PipelineExecutor: duration = time.perf_counter() - start_time - action = step.on_pass if outcome == "pass" else step.on_fail + action = _pipeline_action_for_outcome(step, outcome) step_result = PipelineStepResult( guardrail_name=step.guardrail, @@ -206,6 +206,23 @@ class PipelineExecutor: return None +def _pipeline_action_for_outcome(step: PipelineStep, outcome: str) -> str: + """ + Map pipeline step outcome to the configured action. + + - pass -> on_pass + - fail -> on_fail (content/policy intervention) + - error -> on_error if set, else on_fail (backward compatible) + """ + if outcome == "pass": + return step.on_pass + if outcome == "fail": + return step.on_fail + if step.on_error is not None: + return step.on_error + return step.on_fail + + def _extract_error_message(e: Exception) -> str: """Extract a human-readable error message from a guardrail exception.""" if isinstance(e, ModifyResponseException): diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 2a661a8348e..fd88f44fbcf 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -635,9 +635,9 @@ except ImportError: server_root_path = get_server_root_path() _license_check = LicenseCheck() premium_user: bool = _license_check.is_premium() -premium_user_data: Optional[ - "EnterpriseLicenseData" -] = _license_check.airgapped_license_data +premium_user_data: Optional["EnterpriseLicenseData"] = ( + _license_check.airgapped_license_data +) global_max_parallel_request_retries_env: Optional[str] = os.getenv( "LITELLM_GLOBAL_MAX_PARALLEL_REQUEST_RETRIES" ) @@ -1532,9 +1532,9 @@ master_key: Optional[str] = None config_agents: Optional[List[AgentConfig]] = None otel_logging = False prisma_client: Optional[PrismaClient] = None -shared_aiohttp_session: Optional[ - "ClientSession" -] = None # Global shared session for connection reuse +shared_aiohttp_session: Optional["ClientSession"] = ( + None # Global shared session for connection reuse +) user_api_key_cache = DualCache( default_in_memory_ttl=UserAPIKeyCacheTTLEnum.in_memory_cache_ttl.value ) @@ -1545,13 +1545,13 @@ model_max_budget_limiter = _PROXY_VirtualKeyModelMaxBudgetLimiter( dual_cache=user_api_key_cache ) litellm.logging_callback_manager.add_litellm_callback(model_max_budget_limiter) -redis_usage_cache: Optional[ - RedisCache -] = None # redis cache used for tracking spend, tpm/rpm limits +redis_usage_cache: Optional[RedisCache] = ( + None # redis cache used for tracking spend, tpm/rpm limits +) polling_via_cache_enabled: Union[Literal["all"], List[str], bool] = False -native_background_mode: List[ - str -] = [] # Models that should use native provider background mode instead of polling +native_background_mode: List[str] = ( + [] +) # Models that should use native provider background mode instead of polling polling_cache_ttl: int = 3600 # Default 1 hour TTL for polling cache user_custom_auth = None user_custom_key_generate = None @@ -2036,9 +2036,9 @@ async def update_cache( # noqa: PLR0915 _id = "team_id:{}".format(team_id) try: # Fetch the existing cost for the given user - existing_spend_obj: Optional[ - LiteLLM_TeamTable - ] = await user_api_key_cache.async_get_cache(key=_id) + existing_spend_obj: Optional[LiteLLM_TeamTable] = ( + await user_api_key_cache.async_get_cache(key=_id) + ) if existing_spend_obj is None: # do nothing if team not in api key cache return @@ -2248,23 +2248,54 @@ def _schedule_background_health_check_db_save( ) +def _get_endpoint_exception_status(endpoint: dict, exceptions: dict) -> int: + """Return the HTTP status code for an unhealthy endpoint. + + Prefers the live exception object in `exceptions` (direct health check path). + Falls back to the `exception_status` integer stored on the endpoint dict + (shared-cache path, where exception objects are not available). + """ + model_id = endpoint.get("model_id") + exc = exceptions.get(model_id) if model_id else None + if exc is not None: + return getattr(exc, "status_code", 500) + return endpoint.get("exception_status", 500) + + def _write_health_state_to_router_cache( healthy_endpoints: list, unhealthy_endpoints: list, + exceptions_by_model_id: Optional[dict] = None, ) -> None: """ Write deployment health states to the router's health state cache for health-check-driven routing. No-op if the feature is disabled. """ from litellm.proxy.health_check import build_deployment_health_states + from litellm.router_utils.cooldown_handlers import _set_cooldown_deployments + from litellm.router_utils.router_callbacks.track_deployment_metrics import ( + increment_deployment_failures_for_current_minute, + ) + + _exceptions: dict = exceptions_by_model_id or {} try: if llm_router is None or not llm_router.enable_health_check_routing: return + # When health_check_ignore_transient_errors is set, treat 429/408 + # endpoints as healthy so they are not filtered from routing. + _effective_unhealthy = unhealthy_endpoints + if llm_router.health_check_ignore_transient_errors: + _effective_unhealthy = [ + ep + for ep in unhealthy_endpoints + if _get_endpoint_exception_status(ep, _exceptions) not in (429, 408) + ] + states = build_deployment_health_states( healthy_endpoints=healthy_endpoints, - unhealthy_endpoints=unhealthy_endpoints, + unhealthy_endpoints=_effective_unhealthy, ) if states: llm_router.health_state_cache.set_deployment_health_states(states) @@ -2273,6 +2304,37 @@ def _write_health_state_to_router_cache( sum(1 for s in states.values() if s.get("is_healthy")), sum(1 for s in states.values() if not s.get("is_healthy")), ) + + for endpoint in unhealthy_endpoints: + model_id = endpoint.get("model_id") + if not model_id: + continue + + original_exception = _exceptions.get(model_id) + if original_exception is None: + continue + + exception_status = getattr(original_exception, "status_code", 500) + + if llm_router.health_check_ignore_transient_errors and exception_status in ( + 429, + 408, + ): + continue + + increment_deployment_failures_for_current_minute( + litellm_router_instance=llm_router, + deployment_id=model_id, + ) + + _set_cooldown_deployments( + litellm_router_instance=llm_router, + original_exception=original_exception, + exception_status=exception_status, + deployment=model_id, + time_to_cooldown=llm_router.cooldown_time, + ) + except Exception as e: verbose_proxy_logger.warning( "Failed to write health state to router cache: %s", str(e) @@ -2384,6 +2446,7 @@ async def _run_background_health_check(): ( healthy_endpoints, unhealthy_endpoints, + _exceptions_by_model_id, ) = await shared_health_manager.perform_shared_health_check( model_list=_llm_model_list, details=details_bool, @@ -2397,6 +2460,7 @@ async def _run_background_health_check(): ( healthy_endpoints, unhealthy_endpoints, + _exceptions_by_model_id, ) = await _run_direct_health_check_with_instrumentation( _llm_model_list, health_check_details, @@ -2407,6 +2471,7 @@ async def _run_background_health_check(): ( healthy_endpoints, unhealthy_endpoints, + _exceptions_by_model_id, ) = await _run_direct_health_check_with_instrumentation( _llm_model_list, health_check_details, @@ -2449,7 +2514,9 @@ async def _run_background_health_check(): ) # Write health state to router cache for health-check-driven routing - _write_health_state_to_router_cache(healthy_endpoints, unhealthy_endpoints) + _write_health_state_to_router_cache( + healthy_endpoints, unhealthy_endpoints, _exceptions_by_model_id + ) await asyncio.sleep(health_check_interval) @@ -3245,6 +3312,7 @@ class ProxyConfig: general_settings = {} _enable_hc_routing = False _hc_staleness = None + _hc_ignore_transient = False if general_settings: ### LOAD KEY MANAGEMENT SETTINGS FIRST (needed for custom secret manager) ### key_management_settings = general_settings.get( @@ -3437,6 +3505,9 @@ class ProxyConfig: _hc_staleness = general_settings.get( "health_check_staleness_threshold", None ) + _hc_ignore_transient = general_settings.get( + "health_check_ignore_transient_errors", False + ) verbose_proxy_logger.info( "background_health_check_config enabled=%s shared=%s interval_seconds=%s max_concurrency=%s details=%s health_check_routing=%s", use_background_health_checks, @@ -3479,6 +3550,8 @@ class ProxyConfig: router_params["enable_health_check_routing"] = True if _hc_staleness is not None: router_params["health_check_staleness_threshold"] = _hc_staleness + if _hc_ignore_transient: + router_params["health_check_ignore_transient_errors"] = True ## MODEL LIST model_list = config.get("model_list", None) if model_list: @@ -5217,10 +5290,10 @@ class ProxyConfig: ) try: - guardrails_in_db: List[ - Guardrail - ] = await GuardrailRegistry.get_all_guardrails_from_db( - prisma_client=prisma_client + guardrails_in_db: List[Guardrail] = ( + await GuardrailRegistry.get_all_guardrails_from_db( + prisma_client=prisma_client + ) ) verbose_proxy_logger.debug( "guardrails from the DB %s", str(guardrails_in_db) @@ -5602,9 +5675,9 @@ async def initialize( # noqa: PLR0915 user_api_base = api_base dynamic_config[user_model]["api_base"] = api_base if api_version: - os.environ[ - "AZURE_API_VERSION" - ] = api_version # set this for azure - litellm can read this from the env + os.environ["AZURE_API_VERSION"] = ( + api_version # set this for azure - litellm can read this from the env + ) if max_tokens: # model-specific param dynamic_config[user_model]["max_tokens"] = max_tokens if temperature: # model-specific param @@ -6503,10 +6576,18 @@ class ProxyStartupEvent: KeyRotationManager, ) - # Get prisma_client from global scope + # Get prisma_client and proxy_logging_obj from global scope global prisma_client + global proxy_logging_obj if prisma_client is not None: - key_rotation_manager = KeyRotationManager(prisma_client) + # Reuse the PodLockManager from db_spend_update_writer + pod_lock_manager = ( + proxy_logging_obj.db_spend_update_writer.pod_lock_manager + ) + key_rotation_manager = KeyRotationManager( + prisma_client, + pod_lock_manager=pod_lock_manager, + ) verbose_proxy_logger.debug( f"Key rotation background job scheduled every {LITELLM_KEY_ROTATION_CHECK_INTERVAL_SECONDS} seconds (LITELLM_KEY_ROTATION_ENABLED=true)" ) @@ -12624,9 +12705,9 @@ async def get_config_list( hasattr(sub_field_info, "description") and sub_field_info.description is not None ): - nested_fields[ - idx - ].field_description = sub_field_info.description + nested_fields[idx].field_description = ( + sub_field_info.description + ) idx += 1 _stored_in_db = None diff --git a/litellm/router.py b/litellm/router.py index 1b8f7c91761..a58b3ce25e1 100644 --- a/litellm/router.py +++ b/litellm/router.py @@ -310,6 +310,7 @@ class Router: ignore_invalid_deployments: bool = False, enable_health_check_routing: bool = False, health_check_staleness_threshold: Optional[int] = None, + health_check_ignore_transient_errors: bool = False, ) -> None: """ Initialize the Router class with the given parameters for caching, reliability, and routing strategy. @@ -408,9 +409,9 @@ class Router: ) # names of models under litellm_params. ex. azure/chatgpt-v-2 self.deployment_latency_map = {} ### CACHING ### - cache_type: Literal[ - "local", "redis", "redis-semantic", "s3", "disk" - ] = "local" # default to an in-memory cache + cache_type: Literal["local", "redis", "redis-semantic", "s3", "disk"] = ( + "local" # default to an in-memory cache + ) redis_cache = None cache_config: Dict[str, Any] = {} @@ -458,9 +459,9 @@ class Router: self.default_max_parallel_requests = default_max_parallel_requests self.provider_default_deployment_ids: List[str] = [] self.pattern_router = PatternMatchRouter() - self.team_pattern_routers: Dict[ - str, PatternMatchRouter - ] = {} # {"TEAM_ID": PatternMatchRouter} + self.team_pattern_routers: Dict[str, PatternMatchRouter] = ( + {} + ) # {"TEAM_ID": PatternMatchRouter} self.auto_routers: Dict[str, "AutoRouter"] = {} self.complexity_routers: Dict[str, "ComplexityRouter"] = {} @@ -501,6 +502,7 @@ class Router: ) self.disable_cooldowns = disable_cooldowns self.enable_health_check_routing = enable_health_check_routing + self.health_check_ignore_transient_errors = health_check_ignore_transient_errors _staleness = health_check_staleness_threshold or ( DEFAULT_HEALTH_CHECK_INTERVAL * DEFAULT_HEALTH_CHECK_STALENESS_MULTIPLIER ) @@ -655,12 +657,12 @@ class Router: ) ) - self.model_group_retry_policy: Optional[ - Dict[str, RetryPolicy] - ] = model_group_retry_policy - self.model_group_affinity_config: Optional[ - Dict[str, List[str]] - ] = model_group_affinity_config + self.model_group_retry_policy: Optional[Dict[str, RetryPolicy]] = ( + model_group_retry_policy + ) + self.model_group_affinity_config: Optional[Dict[str, List[str]]] = ( + model_group_affinity_config + ) self.allowed_fails_policy: Optional[AllowedFailsPolicy] = None if allowed_fails_policy is not None: @@ -2066,7 +2068,10 @@ class Router: async def _acompletion( # noqa: PLR0915 self, model: str, messages: List[Dict[str, str]], **kwargs - ) -> Union[ModelResponse, CustomStreamWrapper,]: + ) -> Union[ + ModelResponse, + CustomStreamWrapper, + ]: """ - Get an available deployment - call it with a semaphore over the call @@ -4300,9 +4305,9 @@ class Router: healthy_deployments=healthy_deployments, responses=responses ) returned_response = cast(OpenAIFileObject, responses[0]) - returned_response._hidden_params[ - "model_file_id_mapping" - ] = model_file_id_mapping + returned_response._hidden_params["model_file_id_mapping"] = ( + model_file_id_mapping + ) return returned_response except Exception as e: verbose_router_logger.exception( @@ -5310,11 +5315,16 @@ class Router: e, (litellm.ContextWindowExceededError, litellm.ContentPolicyViolationError), ) - all_deployments = self._get_all_deployments(model_name=original_model_group) + _request_team_id: Optional[str] = ( + kwargs.get("metadata", {}) or {} + ).get("user_api_key_team_id") + all_deployments = self._get_all_deployments( + model_name=original_model_group, team_id=_request_team_id + ) _order_set: set = { - d.get("litellm_params", {}).get("order") + litellm.utils._get_deployment_order(d) for d in all_deployments - if d.get("litellm_params", {}).get("order") is not None + if litellm.utils._get_deployment_order(d) is not None } order_values: list = sorted(_order_set) if len(order_values) > 1 and not _skip_order_fallback: @@ -5387,11 +5397,11 @@ class Router: if isinstance(e, litellm.ContextWindowExceededError): if context_window_fallbacks is not None: - context_window_fallback_model_group: Optional[ - List[str] - ] = self._get_fallback_model_group_from_fallbacks( - fallbacks=context_window_fallbacks, - model_group=model_group, + context_window_fallback_model_group: Optional[List[str]] = ( + self._get_fallback_model_group_from_fallbacks( + fallbacks=context_window_fallbacks, + model_group=model_group, + ) ) if context_window_fallback_model_group is None: raise original_exception @@ -5423,11 +5433,11 @@ class Router: e.message += "\n{}".format(error_message) elif isinstance(e, litellm.ContentPolicyViolationError): if content_policy_fallbacks is not None: - content_policy_fallback_model_group: Optional[ - List[str] - ] = self._get_fallback_model_group_from_fallbacks( - fallbacks=content_policy_fallbacks, - model_group=model_group, + content_policy_fallback_model_group: Optional[List[str]] = ( + self._get_fallback_model_group_from_fallbacks( + fallbacks=content_policy_fallbacks, + model_group=model_group, + ) ) if content_policy_fallback_model_group is None: raise original_exception @@ -5649,9 +5659,9 @@ class Router: ) ## ADD RETRY TRACKING TO METADATA - used for spend logs retry tracking _metadata["attempted_retries"] = 0 - _metadata[ - "max_retries" - ] = num_retries # Updated after overrides in exception handler + _metadata["max_retries"] = ( + num_retries # Updated after overrides in exception handler + ) try: self._handle_mock_testing_rate_limit_error( model_group=model_group, kwargs=kwargs @@ -6770,26 +6780,26 @@ class Router: """ from litellm.router_strategy.auto_router.auto_router import AutoRouter - auto_router_config_path: Optional[ - str - ] = deployment.litellm_params.auto_router_config_path + auto_router_config_path: Optional[str] = ( + deployment.litellm_params.auto_router_config_path + ) auto_router_config: Optional[str] = deployment.litellm_params.auto_router_config if auto_router_config_path is None and auto_router_config is None: raise ValueError( "auto_router_config_path or auto_router_config is required for auto-router deployments. Please set it in the litellm_params" ) - default_model: Optional[ - str - ] = deployment.litellm_params.auto_router_default_model + default_model: Optional[str] = ( + deployment.litellm_params.auto_router_default_model + ) if default_model is None: raise ValueError( "auto_router_default_model is required for auto-router deployments. Please set it in the litellm_params" ) - embedding_model: Optional[ - str - ] = deployment.litellm_params.auto_router_embedding_model + embedding_model: Optional[str] = ( + deployment.litellm_params.auto_router_embedding_model + ) if embedding_model is None: raise ValueError( "auto_router_embedding_model is required for auto-router deployments. Please set it in the litellm_params" @@ -6832,13 +6842,13 @@ class Router: ComplexityRouter, ) - complexity_router_config: Optional[ - dict - ] = deployment.litellm_params.complexity_router_config + complexity_router_config: Optional[dict] = ( + deployment.litellm_params.complexity_router_config + ) - default_model: Optional[ - str - ] = deployment.litellm_params.complexity_router_default_model + default_model: Optional[str] = ( + deployment.litellm_params.complexity_router_default_model + ) # If no default model specified, try to get from config tiers if default_model is None and complexity_router_config: @@ -7497,9 +7507,9 @@ class Router: # Add custom_llm_provider if deployment.litellm_params.custom_llm_provider: - credentials[ - "custom_llm_provider" - ] = deployment.litellm_params.custom_llm_provider + credentials["custom_llm_provider"] = ( + deployment.litellm_params.custom_llm_provider + ) elif "/" in deployment.litellm_params.model: # Extract provider from "provider/model" format credentials["custom_llm_provider"] = deployment.litellm_params.model.split( @@ -9070,7 +9080,9 @@ class Router: ## get healthy deployments ### get all deployments - healthy_deployments = self._get_all_deployments(model_name=model) + healthy_deployments = self._get_all_deployments( + model_name=model, team_id=request_team_id + ) if len(healthy_deployments) == 0: # check if the user sent in a deployment name instead @@ -9091,7 +9103,9 @@ class Router: ) # Re-assign model to the fallback and try to get deployments again model = fallback_model - healthy_deployments = self._get_all_deployments(model_name=model) + healthy_deployments = self._get_all_deployments( + model_name=model, team_id=request_team_id + ) # If still no deployments after checking for fallbacks, raise an error if len(healthy_deployments) == 0: @@ -9181,10 +9195,23 @@ class Router: ) if verbose_router_logger.isEnabledFor(logging.DEBUG): verbose_router_logger.debug(f"cooldown deployments: {cooldown_deployments}") + _pre_cooldown_deployments = healthy_deployments healthy_deployments = self._filter_cooldown_deployments( healthy_deployments=healthy_deployments, cooldown_deployments=cooldown_deployments, ) + # Safety net: only bypass cooldown filter when health-check routing is + # driving cooldown (i.e. allowed_fails_policy is set). Without a policy, + # cooldowns are from real request failures and must not be bypassed. + if ( + not healthy_deployments + and self.enable_health_check_routing + and self.allowed_fails_policy is not None + ): + verbose_router_logger.warning( + "All deployments in cooldown via health-check routing, bypassing cooldown filter" + ) + healthy_deployments = _pre_cooldown_deployments healthy_deployments = await self.async_callback_filter_deployments( model=model, @@ -9617,10 +9644,20 @@ class Router: cooldown_deployments = _get_cooldown_deployments( litellm_router_instance=self, parent_otel_span=parent_otel_span ) + _pre_cooldown_deployments = healthy_deployments healthy_deployments = self._filter_cooldown_deployments( healthy_deployments=healthy_deployments, cooldown_deployments=cooldown_deployments, ) + if ( + not healthy_deployments + and self.enable_health_check_routing + and self.allowed_fails_policy is not None + ): + verbose_router_logger.warning( + "All deployments in cooldown via health-check routing, bypassing cooldown filter" + ) + healthy_deployments = _pre_cooldown_deployments # filter pre-call checks if self.enable_pre_call_checks and messages is not None: @@ -9922,6 +9959,12 @@ class Router: if not self.enable_health_check_routing: return healthy_deployments + # When allowed_fails_policy is set, cooldown is the sole routing exclusion + # mechanism -- skip the binary health check filter so the policy threshold + # is respected before any deployment is excluded. + if self.allowed_fails_policy is not None: + return healthy_deployments + unhealthy_ids = ( await self.health_state_cache.async_get_unhealthy_deployment_ids( parent_otel_span=parent_otel_span @@ -9951,6 +9994,9 @@ class Router: if not self.enable_health_check_routing: return healthy_deployments + if self.allowed_fails_policy is not None: + return healthy_deployments + unhealthy_ids = self.health_state_cache.get_unhealthy_deployment_ids( parent_otel_span=parent_otel_span ) diff --git a/litellm/types/proxy/policy_engine/pipeline_types.py b/litellm/types/proxy/policy_engine/pipeline_types.py index 29d2e576000..abbb127cd7a 100644 --- a/litellm/types/proxy/policy_engine/pipeline_types.py +++ b/litellm/types/proxy/policy_engine/pipeline_types.py @@ -18,18 +18,24 @@ class PipelineStep(BaseModel): """ A single step in a guardrail pipeline. - Each step runs a guardrail and takes an action based on pass/fail. + Each step runs a guardrail and takes an action based on pass, policy fail, + or technical/API error (see pipeline executor outcome types). """ guardrail: str = Field(description="Name of the guardrail to run.") on_fail: str = Field( default="block", - description="Action when guardrail rejects: next | block | allow | modify_response", + description="Action when guardrail rejects content (policy intervention): next | block | allow | modify_response", ) on_pass: str = Field( default="allow", description="Action when guardrail passes: next | block | allow | modify_response", ) + on_error: Optional[str] = Field( + default=None, + description="Action when the guardrail raises a technical error (timeouts, " + "unreachable provider, non-intervention HTTP errors). If omitted, uses on_fail.", + ) pass_data: bool = Field( default=False, description="Forward modified request data (e.g., PII-masked) to next step.", @@ -41,9 +47,11 @@ class PipelineStep(BaseModel): model_config = ConfigDict(extra="forbid") - @field_validator("on_fail", "on_pass") + @field_validator("on_fail", "on_pass", "on_error") @classmethod - def validate_action(cls, v: str) -> str: + def validate_action(cls, v: Optional[str]) -> Optional[str]: + if v is None: + return None if v not in VALID_PIPELINE_ACTIONS: raise ValueError( f"Invalid action '{v}'. Must be one of: {sorted(VALID_PIPELINE_ACTIONS)}" diff --git a/litellm/utils.py b/litellm/utils.py index 6806961bf51..f902644e760 100644 --- a/litellm/utils.py +++ b/litellm/utils.py @@ -4875,6 +4875,19 @@ def calculate_max_parallel_requests( return None +def _get_deployment_order(deployment: Union[Dict, Any]) -> Optional[int]: + """ + Returns the routing order for a deployment. + + Checks litellm_params first (static config), then model_info (dynamic/team + models added via API where order lives in model_info, not litellm_params). + """ + order = deployment.get("litellm_params", {}).get("order") + if order is None: + order = deployment.get("model_info", {}).get("order") + return order + + def _get_order_filtered_deployments( healthy_deployments: List[Dict], target_order: Optional[int] = None ) -> List: @@ -4882,7 +4895,7 @@ def _get_order_filtered_deployments( filtered = [ d for d in healthy_deployments - if d["litellm_params"].get("order") == target_order + if _get_deployment_order(d) == target_order ] if filtered: return filtered @@ -4890,20 +4903,19 @@ def _get_order_filtered_deployments( return healthy_deployments # Default: pick min order group - min_order = min( - ( - deployment["litellm_params"]["order"] - for deployment in healthy_deployments - if "order" in deployment["litellm_params"] - ), - default=None, - ) + _valid_orders: List[int] = [ + o + for deployment in healthy_deployments + for o in [_get_deployment_order(deployment)] + if o is not None + ] + min_order: Optional[int] = min(_valid_orders) if _valid_orders else None if min_order is not None: filtered_deployments = [ deployment for deployment in healthy_deployments - if deployment["litellm_params"].get("order") == min_order + if _get_deployment_order(deployment) == min_order ] return filtered_deployments diff --git a/tests/litellm_utils_tests/test_health_check.py b/tests/litellm_utils_tests/test_health_check.py index 0b0e091211f..708b2403c49 100644 --- a/tests/litellm_utils_tests/test_health_check.py +++ b/tests/litellm_utils_tests/test_health_check.py @@ -475,13 +475,13 @@ async def test_perform_health_check_filters_by_model_id(): captured_list.append(m_list) return [ {"model": "gpt-4", "api_key": m_list[0]["litellm_params"]["api_key"]} - ], [] + ], [], {} with patch( "litellm.proxy.health_check._perform_health_check", side_effect=mock_perform_health_check, ): - healthy_endpoints, unhealthy_endpoints = await perform_health_check( + healthy_endpoints, unhealthy_endpoints, _ = await perform_health_check( model_list=model_list, model_id="deployment-id-2", details=True ) @@ -521,7 +521,7 @@ async def test_perform_health_check_with_health_check_model(): return {"status": "healthy"} with patch("litellm.ahealth_check", side_effect=mock_health_check): - healthy_endpoints, unhealthy_endpoints = await _perform_health_check(model_list) + healthy_endpoints, unhealthy_endpoints, _ = await _perform_health_check(model_list) print("health check calls: ", health_check_calls) # Verify the health check used the override model @@ -556,7 +556,7 @@ async def test_health_check_bad_model(): }, ] details = None - healthy_endpoints, unhealthy_endpoints = await _perform_health_check( + healthy_endpoints, unhealthy_endpoints, _ = await _perform_health_check( model_list, details ) print(f"healthy_endpoints: {healthy_endpoints}") @@ -574,7 +574,7 @@ async def test_health_check_bad_model(): "litellm.ahealth_check", side_effect=mock_health_check ) as mock_health_check: start_time = time.time() - healthy_endpoints, unhealthy_endpoints = await _perform_health_check(model_list) + healthy_endpoints, unhealthy_endpoints, _ = await _perform_health_check(model_list) end_time = time.time() print("health check calls: ", health_check_calls) assert len(healthy_endpoints) == 0 @@ -667,7 +667,7 @@ async def test_timeout_does_not_cancel_other_health_checks(): return {"status": "healthy"} with patch("litellm.ahealth_check", side_effect=mock_health_check): - healthy_endpoints, unhealthy_endpoints = await _perform_health_check( + healthy_endpoints, unhealthy_endpoints, _ = await _perform_health_check( model_list, max_concurrency=1 ) diff --git a/tests/proxy_unit_tests/test_proxy_server.py b/tests/proxy_unit_tests/test_proxy_server.py index 047193055d8..7da4d41fbf1 100644 --- a/tests/proxy_unit_tests/test_proxy_server.py +++ b/tests/proxy_unit_tests/test_proxy_server.py @@ -2420,7 +2420,7 @@ async def test_run_background_health_check_reflects_llm_model_list(monkeypatch): async def fake_perform_health_check(model_list, details, max_concurrency=None): called_model_lists.append(copy.deepcopy(model_list)) - return (["healthy"], ["unhealthy"]) + return (["healthy"], ["unhealthy"], {}) monkeypatch.setattr(proxy_server, "health_check_interval", 1) monkeypatch.setattr(proxy_server, "health_check_details", None) @@ -2471,7 +2471,7 @@ async def test_background_health_check_skip_disabled_models(monkeypatch): async def fake_perform_health_check(model_list, details, max_concurrency=None): called_model_lists.append(copy.deepcopy(model_list)) - return (["healthy"], []) + return (["healthy"], [], {}) monkeypatch.setattr(proxy_server, "health_check_interval", 1) monkeypatch.setattr(proxy_server, "health_check_details", None) diff --git a/tests/test_litellm/proxy/common_utils/test_key_rotation_e2e.py b/tests/test_litellm/proxy/common_utils/test_key_rotation_e2e.py new file mode 100644 index 00000000000..f6ef02a86de --- /dev/null +++ b/tests/test_litellm/proxy/common_utils/test_key_rotation_e2e.py @@ -0,0 +1,559 @@ +""" +End-to-end tests for key rotation feature. + +Covers the critical gaps: +1. Multi-pod simulation: two KeyRotationManagers sharing one PodLockManager +2. Error resilience: partial failures, regenerate_key_fn failures, hook failures +3. Full process_rotations flow with actual key finding + rotation + lock +4. Initialization wiring: PodLockManager is correctly passed +5. Multiple keys: some succeed, some fail, all are attempted +6. Rotation count increments correctly over multiple rotations +""" + +import os +import sys +from datetime import datetime, timedelta, timezone +from unittest.mock import AsyncMock, MagicMock, patch + +import pytest + +sys.path.insert(0, os.path.abspath("../../../..")) + +from litellm.proxy._types import ( + GenerateKeyResponse, + LiteLLM_VerificationToken, +) +from litellm.proxy.common_utils.key_rotation_manager import KeyRotationManager + + +class TestMultiPodKeyRotation: + """ + Simulate two pods sharing one Redis lock to verify only one pod + runs key rotation at a time. + """ + + @pytest.mark.asyncio + async def test_two_pods_only_one_rotates(self): + """ + Two KeyRotationManagers with separate pod_lock_managers but + the same Redis backend. Only the first to acquire the lock + should rotate; the second should skip. + """ + mock_prisma = AsyncMock() + + # Shared state to simulate Redis SET NX behavior + redis_lock = {"holder": None} + + async def make_acquire_lock(pod_id): + async def acquire(cronjob_id, **kwargs): + if redis_lock["holder"] is None: + redis_lock["holder"] = pod_id + return True + return redis_lock["holder"] == pod_id + + return acquire + + async def make_release_lock(pod_id): + async def release(cronjob_id): + if redis_lock["holder"] == pod_id: + redis_lock["holder"] = None + + return release + + # Pod A + pod_a_lock_mgr = MagicMock() + pod_a_lock_mgr.redis_cache = MagicMock() + pod_a_lock_mgr.acquire_lock = AsyncMock( + side_effect=await make_acquire_lock("pod-a") + ) + pod_a_lock_mgr.release_lock = AsyncMock( + side_effect=await make_release_lock("pod-a") + ) + + # Pod B + pod_b_lock_mgr = MagicMock() + pod_b_lock_mgr.redis_cache = MagicMock() + pod_b_lock_mgr.acquire_lock = AsyncMock( + side_effect=await make_acquire_lock("pod-b") + ) + pod_b_lock_mgr.release_lock = AsyncMock( + side_effect=await make_release_lock("pod-b") + ) + + manager_a = KeyRotationManager(mock_prisma, pod_lock_manager=pod_a_lock_mgr) + manager_b = KeyRotationManager(mock_prisma, pod_lock_manager=pod_b_lock_mgr) + + # Both share the same mock methods for rotation logic + for mgr in [manager_a, manager_b]: + mgr._cleanup_expired_deprecated_keys = AsyncMock() + mgr._find_keys_needing_rotation = AsyncMock(return_value=[]) + + # Pod A acquires lock first + await manager_a.process_rotations() + # Pod A should have run rotation + manager_a._cleanup_expired_deprecated_keys.assert_called_once() + manager_a._find_keys_needing_rotation.assert_called_once() + + # Lock is released after pod A finishes, so pod B can now acquire + # But let's simulate pod B trying WHILE pod A holds the lock + # Reset the lock state to simulate concurrent access + redis_lock["holder"] = "pod-a" # Pod A holds the lock + + await manager_b.process_rotations() + # Pod B should NOT have run rotation (lock held by pod-a) + manager_b._cleanup_expired_deprecated_keys.assert_not_called() + manager_b._find_keys_needing_rotation.assert_not_called() + + @pytest.mark.asyncio + async def test_second_pod_runs_after_first_releases(self): + """ + After the first pod releases the lock, the second pod should + be able to acquire and run rotation. + """ + mock_prisma = AsyncMock() + + call_order = [] + + # Pod A - always gets the lock + pod_a_lock = MagicMock() + pod_a_lock.redis_cache = MagicMock() + pod_a_lock.acquire_lock = AsyncMock(return_value=True) + pod_a_lock.release_lock = AsyncMock() + + # Pod B - also gets the lock (simulating after A releases) + pod_b_lock = MagicMock() + pod_b_lock.redis_cache = MagicMock() + pod_b_lock.acquire_lock = AsyncMock(return_value=True) + pod_b_lock.release_lock = AsyncMock() + + manager_a = KeyRotationManager(mock_prisma, pod_lock_manager=pod_a_lock) + manager_b = KeyRotationManager(mock_prisma, pod_lock_manager=pod_b_lock) + + async def cleanup_a(): + call_order.append("a_cleanup") + + async def cleanup_b(): + call_order.append("b_cleanup") + + manager_a._cleanup_expired_deprecated_keys = AsyncMock(side_effect=cleanup_a) + manager_a._find_keys_needing_rotation = AsyncMock(return_value=[]) + manager_b._cleanup_expired_deprecated_keys = AsyncMock(side_effect=cleanup_b) + manager_b._find_keys_needing_rotation = AsyncMock(return_value=[]) + + # Run sequentially: A then B + await manager_a.process_rotations() + await manager_b.process_rotations() + + # Both should have run + assert call_order == ["a_cleanup", "b_cleanup"] + pod_a_lock.release_lock.assert_called_once() + pod_b_lock.release_lock.assert_called_once() + + +class TestKeyRotationErrorResilience: + """ + Tests that key rotation handles errors gracefully: + - regenerate_key_fn failure for one key doesn't block others + - Hook failure doesn't crash the process + - Database update failure is handled + """ + + @pytest.mark.asyncio + async def test_one_key_fails_others_still_rotate(self): + """ + If rotation fails for one key, the remaining keys should still + be attempted. No key should be silently skipped. + """ + mock_prisma = AsyncMock() + manager = KeyRotationManager(mock_prisma) + + key1 = LiteLLM_VerificationToken( + token="token-1", + auto_rotate=True, + rotation_interval="30s", + key_rotation_at=None, + rotation_count=0, + key_name="key-1", + ) + key2 = LiteLLM_VerificationToken( + token="token-2", + auto_rotate=True, + rotation_interval="30s", + key_rotation_at=None, + rotation_count=0, + key_name="key-2", + ) + key3 = LiteLLM_VerificationToken( + token="token-3", + auto_rotate=True, + rotation_interval="30s", + key_rotation_at=None, + rotation_count=0, + key_name="key-3", + ) + + manager._cleanup_expired_deprecated_keys = AsyncMock() + manager._find_keys_needing_rotation = AsyncMock(return_value=[key1, key2, key3]) + + rotate_calls = [] + + async def mock_rotate(key): + rotate_calls.append(key.token) + if key.token == "token-2": + raise Exception("Database connection lost") + + manager._rotate_key = AsyncMock(side_effect=mock_rotate) + + await manager.process_rotations() + + # All 3 keys should have been attempted + assert rotate_calls == ["token-1", "token-2", "token-3"] + + @pytest.mark.asyncio + async def test_regenerate_key_fn_failure_is_caught(self): + """ + If regenerate_key_fn throws, _rotate_key should propagate the error + but process_rotations should catch it per-key. + """ + mock_prisma = AsyncMock() + manager = KeyRotationManager(mock_prisma) + + key = LiteLLM_VerificationToken( + token="test-token", + auto_rotate=True, + rotation_interval="30s", + key_rotation_at=None, + rotation_count=0, + key_name="test-key", + ) + + with patch( + "litellm.proxy.common_utils.key_rotation_manager.regenerate_key_fn", + new_callable=AsyncMock, + side_effect=Exception("regenerate failed: DB timeout"), + ): + # _rotate_key should raise + with pytest.raises(Exception, match="regenerate failed"): + await manager._rotate_key(key) + + # But process_rotations should catch per-key errors + manager._cleanup_expired_deprecated_keys = AsyncMock() + manager._find_keys_needing_rotation = AsyncMock(return_value=[key]) + + with patch( + "litellm.proxy.common_utils.key_rotation_manager.regenerate_key_fn", + new_callable=AsyncMock, + side_effect=Exception("regenerate failed: DB timeout"), + ): + # Should NOT raise - error is caught per-key + await manager.process_rotations() + + @pytest.mark.asyncio + async def test_hook_failure_does_not_prevent_db_update(self): + """ + If the rotation hook (async_key_rotated_hook) fails, the database + update for rotation_count should still have succeeded (it runs before the hook). + """ + mock_prisma = AsyncMock() + manager = KeyRotationManager(mock_prisma) + + key = LiteLLM_VerificationToken( + token="test-token", + auto_rotate=True, + rotation_interval="30s", + key_rotation_at=None, + rotation_count=0, + ) + + mock_response = GenerateKeyResponse( + key="new-key", token_id="new-token-id", user_id="test-user" + ) + + with patch( + "litellm.proxy.common_utils.key_rotation_manager.regenerate_key_fn", + new_callable=AsyncMock, + return_value=mock_response, + ): + with patch( + "litellm.proxy.common_utils.key_rotation_manager.KeyManagementEventHooks.async_key_rotated_hook", + new_callable=AsyncMock, + side_effect=Exception("Hook failed: secret manager down"), + ): + # This will raise because the hook fails + with pytest.raises(Exception, match="Hook failed"): + await manager._rotate_key(key) + + # The DB update should have been called BEFORE the hook + mock_prisma.db.litellm_verificationtoken.update.assert_called_once() + update_data = mock_prisma.db.litellm_verificationtoken.update.call_args[1][ + "data" + ] + assert update_data["rotation_count"] == 1 + + @pytest.mark.asyncio + async def test_cleanup_failure_does_not_prevent_rotation(self): + """ + If deprecated key cleanup fails, the rotation should still proceed. + """ + mock_prisma = AsyncMock() + mock_pod_lock = MagicMock() + mock_pod_lock.redis_cache = MagicMock() + mock_pod_lock.acquire_lock = AsyncMock(return_value=True) + mock_pod_lock.release_lock = AsyncMock() + + manager = KeyRotationManager(mock_prisma, pod_lock_manager=mock_pod_lock) + + # Cleanup fails + manager._cleanup_expired_deprecated_keys = AsyncMock( + side_effect=Exception("Deprecated table doesn't exist") + ) + + # process_rotations catches the exception internally (try/except), + # but the lock must still be released in the finally block. + await manager.process_rotations() + + # Lock should still be released in finally block + mock_pod_lock.release_lock.assert_called_once() + + +class TestKeyRotationFullFlow: + """ + Full end-to-end flow tests: find keys -> rotate -> update DB -> release lock + """ + + @pytest.mark.asyncio + async def test_full_rotation_flow_with_lock(self): + """ + Full flow: acquire lock -> cleanup -> find keys -> rotate -> update DB -> release lock + """ + mock_prisma = AsyncMock() + + # Setup lock manager + mock_lock = MagicMock() + mock_lock.redis_cache = MagicMock() + mock_lock.acquire_lock = AsyncMock(return_value=True) + mock_lock.release_lock = AsyncMock() + + manager = KeyRotationManager(mock_prisma, pod_lock_manager=mock_lock) + + key = LiteLLM_VerificationToken( + token="old-token-hash", + auto_rotate=True, + rotation_interval="30s", + key_rotation_at=datetime.now(timezone.utc) - timedelta(seconds=60), + rotation_count=2, + key_name="my-key", + key_alias="prod/my-key", + ) + + mock_response = GenerateKeyResponse( + key="sk-new-key-value", + token_id="new-token-hash", + user_id="system", + ) + + # Mock cleanup + mock_prisma.db.litellm_deprecatedverificationtoken.delete_many.return_value = 1 + # Mock find keys + mock_prisma.db.litellm_verificationtoken.find_many.return_value = [key] + + with patch( + "litellm.proxy.common_utils.key_rotation_manager.regenerate_key_fn", + new_callable=AsyncMock, + return_value=mock_response, + ): + with patch( + "litellm.proxy.common_utils.key_rotation_manager.KeyManagementEventHooks.async_key_rotated_hook", + new_callable=AsyncMock, + ): + await manager.process_rotations() + + # Verify full flow executed: + # 1. Lock acquired + mock_lock.acquire_lock.assert_called_once() + + # 2. Cleanup ran + mock_prisma.db.litellm_deprecatedverificationtoken.delete_many.assert_called_once() + + # 3. Keys were queried + mock_prisma.db.litellm_verificationtoken.find_many.assert_called_once() + + # 4. DB was updated with new rotation info + mock_prisma.db.litellm_verificationtoken.update.assert_called_once() + update_args = mock_prisma.db.litellm_verificationtoken.update.call_args[1] + assert update_args["where"]["token"] == "new-token-hash" + assert update_args["data"]["rotation_count"] == 3 # was 2, now 3 + + # 5. Lock released + mock_lock.release_lock.assert_called_once() + + @pytest.mark.asyncio + async def test_rotation_count_increments_across_multiple_rotations(self): + """ + Simulate 3 consecutive rotations and verify rotation_count increments + correctly each time: 0 -> 1 -> 2 -> 3 + """ + mock_prisma = AsyncMock() + manager = KeyRotationManager(mock_prisma) + + rotation_counts_seen = [] + + for expected_count in range(3): + key = LiteLLM_VerificationToken( + token=f"token-v{expected_count}", + auto_rotate=True, + rotation_interval="30s", + key_rotation_at=None, + rotation_count=expected_count, + ) + + mock_response = GenerateKeyResponse( + key=f"sk-new-v{expected_count + 1}", + token_id=f"token-v{expected_count + 1}", + user_id="system", + ) + + mock_prisma.db.litellm_verificationtoken.update.reset_mock() + + with patch( + "litellm.proxy.common_utils.key_rotation_manager.regenerate_key_fn", + new_callable=AsyncMock, + return_value=mock_response, + ): + with patch( + "litellm.proxy.common_utils.key_rotation_manager.KeyManagementEventHooks.async_key_rotated_hook", + new_callable=AsyncMock, + ): + await manager._rotate_key(key) + + update_data = mock_prisma.db.litellm_verificationtoken.update.call_args[1][ + "data" + ] + rotation_counts_seen.append(update_data["rotation_count"]) + + assert rotation_counts_seen == [1, 2, 3] + + @pytest.mark.asyncio + async def test_no_keys_to_rotate_skips_gracefully(self): + """ + When no keys need rotation, process should complete without errors. + """ + mock_prisma = AsyncMock() + mock_prisma.db.litellm_deprecatedverificationtoken.delete_many.return_value = 0 + mock_prisma.db.litellm_verificationtoken.find_many.return_value = [] + + mock_lock = MagicMock() + mock_lock.redis_cache = MagicMock() + mock_lock.acquire_lock = AsyncMock(return_value=True) + mock_lock.release_lock = AsyncMock() + + manager = KeyRotationManager(mock_prisma, pod_lock_manager=mock_lock) + + await manager.process_rotations() + + # Verify no rotation was attempted + mock_prisma.db.litellm_verificationtoken.update.assert_not_called() + # But lock was still properly released + mock_lock.release_lock.assert_called_once() + + @pytest.mark.asyncio + async def test_regenerate_response_missing_token_id_skips_db_update(self): + """ + If regenerate_key_fn returns a response without token_id, + the DB update for rotation metadata should be skipped. + """ + mock_prisma = AsyncMock() + manager = KeyRotationManager(mock_prisma) + + key = LiteLLM_VerificationToken( + token="old-token", + auto_rotate=True, + rotation_interval="30s", + key_rotation_at=None, + rotation_count=0, + ) + + # Response with no token_id + mock_response = GenerateKeyResponse( + key="sk-new", + token_id=None, + user_id="system", + ) + + with patch( + "litellm.proxy.common_utils.key_rotation_manager.regenerate_key_fn", + new_callable=AsyncMock, + return_value=mock_response, + ): + with patch( + "litellm.proxy.common_utils.key_rotation_manager.KeyManagementEventHooks.async_key_rotated_hook", + new_callable=AsyncMock, + ): + await manager._rotate_key(key) + + # DB update should NOT have been called (no token_id) + mock_prisma.db.litellm_verificationtoken.update.assert_not_called() + + +class TestKeyRotationInitialization: + """ + Tests that the PodLockManager wiring in proxy_server.py is correct. + """ + + @pytest.mark.asyncio + async def test_key_rotation_manager_receives_pod_lock_manager(self): + """ + Verify KeyRotationManager stores the pod_lock_manager correctly. + """ + mock_prisma = AsyncMock() + mock_lock = MagicMock() + mock_lock.redis_cache = MagicMock() + + manager = KeyRotationManager(mock_prisma, pod_lock_manager=mock_lock) + + assert manager.pod_lock_manager is mock_lock + assert manager.prisma_client is mock_prisma + + @pytest.mark.asyncio + async def test_key_rotation_manager_default_no_lock(self): + """ + When no pod_lock_manager is provided, it defaults to None. + """ + mock_prisma = AsyncMock() + manager = KeyRotationManager(mock_prisma) + + assert manager.pod_lock_manager is None + + @pytest.mark.asyncio + async def test_lock_pattern_matches_spend_log_cleanup(self): + """ + Verify the key rotation lock pattern is identical to spend_log_cleanup: + - acquire_lock with cronjob_id + - release_lock in finally + - lock_acquired flag guards release + """ + mock_prisma = AsyncMock() + mock_lock = MagicMock() + mock_lock.redis_cache = MagicMock() + mock_lock.acquire_lock = AsyncMock(return_value=True) + mock_lock.release_lock = AsyncMock() + + manager = KeyRotationManager(mock_prisma, pod_lock_manager=mock_lock) + manager._cleanup_expired_deprecated_keys = AsyncMock() + manager._find_keys_needing_rotation = AsyncMock(return_value=[]) + + await manager.process_rotations() + + # Pattern check: acquire with cronjob_id + acquire_call = mock_lock.acquire_lock.call_args + assert "cronjob_id" in acquire_call.kwargs or len(acquire_call.args) > 0 + + # Pattern check: release with same cronjob_id + release_call = mock_lock.release_lock.call_args + assert "cronjob_id" in release_call.kwargs or len(release_call.args) > 0 + + # Both should use the same job name + from litellm.constants import KEY_ROTATION_JOB_NAME + + assert acquire_call.kwargs.get("cronjob_id") == KEY_ROTATION_JOB_NAME + assert release_call.kwargs.get("cronjob_id") == KEY_ROTATION_JOB_NAME diff --git a/tests/test_litellm/proxy/common_utils/test_key_rotation_lock.py b/tests/test_litellm/proxy/common_utils/test_key_rotation_lock.py new file mode 100644 index 00000000000..c0b3611b2b4 --- /dev/null +++ b/tests/test_litellm/proxy/common_utils/test_key_rotation_lock.py @@ -0,0 +1,229 @@ +""" +Test distributed lock behavior for key rotation manager. + +Verifies that PodLockManager is correctly used to prevent concurrent +key rotation across multiple pods in a distributed deployment. +""" + +import os +import sys +from unittest.mock import AsyncMock, MagicMock + +import pytest + +sys.path.insert(0, os.path.abspath("../../../..")) + +from litellm.proxy._types import LiteLLM_VerificationToken +from litellm.proxy.common_utils.key_rotation_manager import KeyRotationManager + + +class TestKeyRotationLock: + """Test distributed lock behavior in KeyRotationManager.""" + + @pytest.mark.asyncio + async def test_process_rotations_acquires_lock(self): + """ + When PodLockManager is provided and lock is acquired, + rotation logic should run normally. + """ + mock_prisma_client = AsyncMock() + mock_pod_lock_manager = MagicMock() + mock_pod_lock_manager.redis_cache = MagicMock() # Redis is available + mock_pod_lock_manager.acquire_lock = AsyncMock(return_value=True) + mock_pod_lock_manager.release_lock = AsyncMock() + + manager = KeyRotationManager( + mock_prisma_client, pod_lock_manager=mock_pod_lock_manager + ) + + # Mock _find_keys_needing_rotation to return empty list (no keys to rotate) + manager._find_keys_needing_rotation = AsyncMock(return_value=[]) + manager._cleanup_expired_deprecated_keys = AsyncMock() + + await manager.process_rotations() + + # Verify lock was acquired with custom TTL + mock_pod_lock_manager.acquire_lock.assert_called_once() + call_kwargs = mock_pod_lock_manager.acquire_lock.call_args + assert call_kwargs.kwargs["cronjob_id"] == "litellm_key_rotation_job" + assert call_kwargs.kwargs["ttl"] >= 300 # At least 5 minutes + + # Verify rotation logic ran (cleanup + find keys called) + manager._cleanup_expired_deprecated_keys.assert_called_once() + manager._find_keys_needing_rotation.assert_called_once() + + # Verify lock was released + mock_pod_lock_manager.release_lock.assert_called_once_with( + cronjob_id="litellm_key_rotation_job", + ) + + @pytest.mark.asyncio + async def test_process_rotations_skips_when_lock_held(self): + """ + When lock is held by another pod, process_rotations() should + return early without performing any rotation. + """ + mock_prisma_client = AsyncMock() + mock_pod_lock_manager = MagicMock() + mock_pod_lock_manager.redis_cache = MagicMock() + mock_pod_lock_manager.acquire_lock = AsyncMock(return_value=False) + mock_pod_lock_manager.release_lock = AsyncMock() + + manager = KeyRotationManager( + mock_prisma_client, pod_lock_manager=mock_pod_lock_manager + ) + + manager._find_keys_needing_rotation = AsyncMock() + manager._cleanup_expired_deprecated_keys = AsyncMock() + + await manager.process_rotations() + + # Verify lock was attempted + mock_pod_lock_manager.acquire_lock.assert_called_once() + + # Verify rotation logic was NOT executed + manager._cleanup_expired_deprecated_keys.assert_not_called() + manager._find_keys_needing_rotation.assert_not_called() + + # Verify lock was NOT released (since it was never acquired) + mock_pod_lock_manager.release_lock.assert_not_called() + + @pytest.mark.asyncio + async def test_process_rotations_releases_lock_on_success(self): + """ + Lock should be released in the finally block after successful rotation. + """ + mock_prisma_client = AsyncMock() + mock_pod_lock_manager = MagicMock() + mock_pod_lock_manager.redis_cache = MagicMock() + mock_pod_lock_manager.acquire_lock = AsyncMock(return_value=True) + mock_pod_lock_manager.release_lock = AsyncMock() + + manager = KeyRotationManager( + mock_prisma_client, pod_lock_manager=mock_pod_lock_manager + ) + + # Simulate finding and rotating a key successfully + mock_key = LiteLLM_VerificationToken( + token="test-token", + auto_rotate=True, + rotation_interval="30s", + key_rotation_at=None, + rotation_count=0, + key_name="test-key", + ) + manager._find_keys_needing_rotation = AsyncMock(return_value=[mock_key]) + manager._cleanup_expired_deprecated_keys = AsyncMock() + manager._rotate_key = AsyncMock() + + await manager.process_rotations() + + # Verify rotation was performed + manager._rotate_key.assert_called_once_with(mock_key) + + # Verify lock was released after success + mock_pod_lock_manager.release_lock.assert_called_once_with( + cronjob_id="litellm_key_rotation_job", + ) + + @pytest.mark.asyncio + async def test_process_rotations_releases_lock_on_error(self): + """ + Lock should be released in the finally block even if rotation + throws an exception. + """ + mock_prisma_client = AsyncMock() + mock_pod_lock_manager = MagicMock() + mock_pod_lock_manager.redis_cache = MagicMock() + mock_pod_lock_manager.acquire_lock = AsyncMock(return_value=True) + mock_pod_lock_manager.release_lock = AsyncMock() + + manager = KeyRotationManager( + mock_prisma_client, pod_lock_manager=mock_pod_lock_manager + ) + + # Simulate an error during cleanup + manager._cleanup_expired_deprecated_keys = AsyncMock( + side_effect=Exception("Database connection failed") + ) + + await manager.process_rotations() + + # Verify lock was still released despite the error + mock_pod_lock_manager.release_lock.assert_called_once_with( + cronjob_id="litellm_key_rotation_job", + ) + + @pytest.mark.asyncio + async def test_process_rotations_works_without_lock_manager(self): + """ + When pod_lock_manager=None, rotation should run normally + without any lock logic (backward compat / single-pod mode). + """ + mock_prisma_client = AsyncMock() + + # No pod_lock_manager provided (default None) + manager = KeyRotationManager(mock_prisma_client) + + manager._find_keys_needing_rotation = AsyncMock(return_value=[]) + manager._cleanup_expired_deprecated_keys = AsyncMock() + + await manager.process_rotations() + + # Verify rotation logic ran normally + manager._cleanup_expired_deprecated_keys.assert_called_once() + manager._find_keys_needing_rotation.assert_called_once() + + @pytest.mark.asyncio + async def test_process_rotations_works_without_redis_cache(self): + """ + When pod_lock_manager exists but redis_cache is None (no Redis configured), + rotation should run normally without locking. + """ + mock_prisma_client = AsyncMock() + mock_pod_lock_manager = MagicMock() + mock_pod_lock_manager.redis_cache = None # No Redis available + + manager = KeyRotationManager( + mock_prisma_client, pod_lock_manager=mock_pod_lock_manager + ) + + manager._find_keys_needing_rotation = AsyncMock(return_value=[]) + manager._cleanup_expired_deprecated_keys = AsyncMock() + + await manager.process_rotations() + + # Verify lock was NOT attempted (no Redis) + mock_pod_lock_manager.acquire_lock.assert_not_called() + + # Verify rotation logic still ran + manager._cleanup_expired_deprecated_keys.assert_called_once() + manager._find_keys_needing_rotation.assert_called_once() + + @pytest.mark.asyncio + async def test_process_rotations_handles_none_lock_result(self): + """ + When acquire_lock returns None (edge case), it should be treated + as lock NOT acquired, and rotation should be skipped. + """ + mock_prisma_client = AsyncMock() + mock_pod_lock_manager = MagicMock() + mock_pod_lock_manager.redis_cache = MagicMock() + mock_pod_lock_manager.acquire_lock = AsyncMock(return_value=None) + mock_pod_lock_manager.release_lock = AsyncMock() + + manager = KeyRotationManager( + mock_prisma_client, pod_lock_manager=mock_pod_lock_manager + ) + + manager._find_keys_needing_rotation = AsyncMock() + manager._cleanup_expired_deprecated_keys = AsyncMock() + + await manager.process_rotations() + + # Verify rotation logic was NOT executed (None treated as False via `or False`) + manager._cleanup_expired_deprecated_keys.assert_not_called() + manager._find_keys_needing_rotation.assert_not_called() + + # Verify lock was NOT released (lock_acquired is False) + mock_pod_lock_manager.release_lock.assert_not_called() diff --git a/tests/test_litellm/proxy/policy_engine/test_pipeline_executor.py b/tests/test_litellm/proxy/policy_engine/test_pipeline_executor.py index 226e88bea3e..ffe8947fc61 100644 --- a/tests/test_litellm/proxy/policy_engine/test_pipeline_executor.py +++ b/tests/test_litellm/proxy/policy_engine/test_pipeline_executor.py @@ -46,6 +46,28 @@ class AlwaysFailGuardrail(CustomGuardrail): raise HTTPException(status_code=400, detail="Content policy violation") +class HttpStatusGuardrail(CustomGuardrail): + """Raises HTTPException with a configurable status (e.g. 503 for API outage).""" + + def __init__(self, guardrail_name: str, status_code: int): + super().__init__( + guardrail_name=guardrail_name, + event_hook="pre_call", + default_on=True, + ) + self.status_code = status_code + self.calls = 0 + + def should_run_guardrail(self, data, event_type) -> bool: + return True + + async def async_pre_call_hook(self, user_api_key_dict, cache, data, call_type): + self.calls += 1 + raise HTTPException( + status_code=self.status_code, detail="Simulated HTTP error" + ) + + class AlwaysPassGuardrail(CustomGuardrail): """Mock guardrail that always passes.""" @@ -350,6 +372,125 @@ async def test_guardrail_not_found_uses_on_fail(): litellm.callbacks = original_callbacks +@pytest.mark.skipif(HTTPException is None, reason="fastapi not installed") +@pytest.mark.asyncio +async def test_on_error_next_fallback_on_api_outage_on_fail_blocks_content(): + """ + Policy intervention (400) uses on_fail; technical error (503) uses on_error. + + Primary returns 503 -> on_error: next -> fallback runs -> allow. + """ + primary = HttpStatusGuardrail("primary-mod", status_code=503) + fallback = AlwaysPassGuardrail("fallback-filter") + + pipeline = GuardrailPipeline( + mode="pre_call", + steps=[ + PipelineStep( + guardrail="primary-mod", + on_fail="block", + on_error="next", + on_pass="allow", + ), + PipelineStep( + guardrail="fallback-filter", + on_fail="block", + on_pass="allow", + ), + ], + ) + + original_callbacks = litellm.callbacks.copy() + litellm.callbacks = [primary, fallback] + + try: + result = await PipelineExecutor.execute_steps( + steps=pipeline.steps, + mode=pipeline.mode, + data={"messages": [{"role": "user", "content": "any"}]}, + user_api_key_dict=MagicMock(), + call_type="completion", + policy_name="mod-fallback", + ) + + assert primary.calls == 1 + assert fallback.calls == 1 + assert result.terminal_action == "allow" + assert result.step_results[0].outcome == "error" + assert result.step_results[0].action_taken == "next" + assert result.step_results[1].outcome == "pass" + finally: + litellm.callbacks = original_callbacks + + +@pytest.mark.skipif(HTTPException is None, reason="fastapi not installed") +@pytest.mark.asyncio +async def test_on_fail_next_on_content_on_error_block_stops_api_fallback(): + """ + Content policy fail (400) uses on_fail: next; API error uses on_error: block (no second step). + """ + primary_content = AlwaysFailGuardrail("strict-mod") + primary_api = HttpStatusGuardrail("strict-mod", status_code=503) + fallback = AlwaysPassGuardrail("fallback-filter") + + # Content violation: on_fail next -> would reach fallback if we had two steps + pipeline_content = GuardrailPipeline( + mode="pre_call", + steps=[ + PipelineStep( + guardrail="strict-mod", + on_fail="next", + on_error="block", + on_pass="allow", + ), + PipelineStep( + guardrail="fallback-filter", + on_fail="block", + on_pass="allow", + ), + ], + ) + + original_callbacks = litellm.callbacks.copy() + litellm.callbacks = [primary_content, fallback] + + try: + result = await PipelineExecutor.execute_steps( + steps=pipeline_content.steps, + mode=pipeline_content.mode, + data={"messages": [{"role": "user", "content": "bad"}]}, + user_api_key_dict=MagicMock(), + call_type="completion", + policy_name="test", + ) + assert result.terminal_action == "allow" + assert primary_content.calls == 1 + assert fallback.calls == 1 + finally: + litellm.callbacks = original_callbacks + + # API outage: on_error block -> do not run fallback + fallback.calls = 0 + original_callbacks = litellm.callbacks.copy() + litellm.callbacks = [primary_api, fallback] + try: + result = await PipelineExecutor.execute_steps( + steps=pipeline_content.steps, + mode=pipeline_content.mode, + data={"messages": [{"role": "user", "content": "ok"}]}, + user_api_key_dict=MagicMock(), + call_type="completion", + policy_name="test", + ) + assert result.terminal_action == "block" + assert primary_api.calls == 1 + assert fallback.calls == 0 + assert result.step_results[0].outcome == "error" + assert result.step_results[0].action_taken == "block" + finally: + litellm.callbacks = original_callbacks + + @pytest.mark.asyncio async def test_guardrail_not_found_with_next_continues(): """ diff --git a/tests/test_litellm/proxy/test_health_check_functions.py b/tests/test_litellm/proxy/test_health_check_functions.py index 354698b02fe..13d2131efad 100644 --- a/tests/test_litellm/proxy/test_health_check_functions.py +++ b/tests/test_litellm/proxy/test_health_check_functions.py @@ -481,7 +481,7 @@ async def test_perform_health_check_and_save_passes_model_id_to_perform_health_c unhealthy = [] async def mock_perform_health_check(model_list, model=None, cli_model=None, details=True, model_id=None, max_concurrency=None): - return healthy, unhealthy + return healthy, unhealthy, {} with patch( "litellm.proxy.health_endpoints._health_endpoints.perform_health_check", diff --git a/tests/test_litellm/proxy/test_shared_health_check.py b/tests/test_litellm/proxy/test_shared_health_check.py index 0212d87baab..20c96c8152d 100644 --- a/tests/test_litellm/proxy/test_shared_health_check.py +++ b/tests/test_litellm/proxy/test_shared_health_check.py @@ -246,7 +246,7 @@ class TestSharedHealthCheckManager: model_list = [{"model_name": "test-model", "litellm_params": {"model": "test-model"}}] with patch("litellm.proxy.health_check_utils.shared_health_check_manager.perform_health_check") as mock_perform: - healthy, unhealthy = await shared_health_manager.perform_shared_health_check( + healthy, unhealthy, _ = await shared_health_manager.perform_shared_health_check( model_list, details=True ) @@ -268,9 +268,9 @@ class TestSharedHealthCheckManager: expected_unhealthy = [] with patch("litellm.proxy.health_check_utils.shared_health_check_manager.perform_health_check") as mock_perform: - mock_perform.return_value = (expected_healthy, expected_unhealthy) + mock_perform.return_value = (expected_healthy, expected_unhealthy, {}) - healthy, unhealthy = await shared_health_manager.perform_shared_health_check( + healthy, unhealthy, _ = await shared_health_manager.perform_shared_health_check( model_list, details=True ) @@ -302,7 +302,7 @@ class TestSharedHealthCheckManager: model_list = [{"model_name": "test-model", "litellm_params": {"model": "test-model"}}] with patch("asyncio.sleep") as mock_sleep: # Mock sleep to avoid actual delay - healthy, unhealthy = await shared_health_manager.perform_shared_health_check( + healthy, unhealthy, _ = await shared_health_manager.perform_shared_health_check( model_list, details=True ) @@ -324,9 +324,9 @@ class TestSharedHealthCheckManager: with patch("asyncio.sleep") as mock_sleep, \ patch("litellm.proxy.health_check_utils.shared_health_check_manager.perform_health_check") as mock_perform: - mock_perform.return_value = (expected_healthy, expected_unhealthy) + mock_perform.return_value = (expected_healthy, expected_unhealthy, {}) - healthy, unhealthy = await shared_health_manager.perform_shared_health_check( + healthy, unhealthy, _ = await shared_health_manager.perform_shared_health_check( model_list, details=True ) diff --git a/tests/test_litellm/router_utils/test_health_check_allowed_fails_integration.py b/tests/test_litellm/router_utils/test_health_check_allowed_fails_integration.py new file mode 100644 index 00000000000..e2c13b952dd --- /dev/null +++ b/tests/test_litellm/router_utils/test_health_check_allowed_fails_integration.py @@ -0,0 +1,789 @@ +""" +Tests for health check failures integrating with allowed_fails_policy cooldown pipeline. + +When enable_health_check_routing is True and a health check fails, the failure +should increment the same counters used by allowed_fails_policy, using the +actual exception type from the health check error. +""" + +from unittest.mock import patch + +import pytest + +import litellm +from litellm.proxy.health_check import run_with_timeout +from litellm.router import Router +from litellm.types.router import AllowedFailsPolicy + + +def _make_model(model_id: str, model_name: str = "gpt-4") -> dict: + return { + "model_name": model_name, + "litellm_params": {"model": model_name, "api_key": "fake-key"}, + "model_info": {"id": model_id}, + } + + +class TestAhealthCheckExceptionPreservation: + """Test that ahealth_check() preserves the exception object in its return dict.""" + + @pytest.mark.asyncio + async def test_run_with_timeout_returns_timeout_exception(self): + """run_with_timeout should return a litellm.Timeout in the 'exception' key on timeout.""" + import asyncio + + async def slow_task(): + await asyncio.sleep(10) + + result = await run_with_timeout(slow_task(), timeout=0.01) + + assert "error" in result + assert "exception" in result + assert isinstance(result["exception"], litellm.Timeout) + + +class TestHealthCheckEndpointExceptionPropagation: + """Test that _perform_health_check returns exceptions via exceptions_by_model_id.""" + + @pytest.mark.asyncio + async def test_unhealthy_endpoint_dict_exception_in_map(self): + """When ahealth_check returns {"error": ..., "exception": e}, the exception + must appear in exceptions_by_model_id keyed by model_id — not in the endpoint dict.""" + from unittest.mock import AsyncMock, patch + + from litellm.proxy.health_check import _perform_health_check + + auth_error = litellm.AuthenticationError( + message="Invalid key", llm_provider="openai", model="gpt-4" + ) + model_list = [ + { + "model_name": "gpt-4", + "litellm_params": {"model": "gpt-4", "api_key": "fake"}, + "model_info": {"id": "deploy-abc"}, + } + ] + + with patch( + "litellm.proxy.health_check.litellm.ahealth_check", + new=AsyncMock(return_value={"error": "auth failed", "exception": auth_error}), + ): + healthy, unhealthy, exc_map = await _perform_health_check(model_list) + + assert len(unhealthy) == 1 + assert "exception" not in unhealthy[0], "exception must not be in endpoint dict" + assert exc_map.get("deploy-abc") is auth_error + + @pytest.mark.asyncio + async def test_raw_exception_from_gather_in_map(self): + """When asyncio.gather returns a raw Exception, it must appear in + exceptions_by_model_id — not in the endpoint dict.""" + from unittest.mock import patch + + from litellm.proxy.health_check import _perform_health_check + + raw_exc = litellm.RateLimitError( + message="Rate limited", llm_provider="openai", model="gpt-4" + ) + model_list = [ + { + "model_name": "gpt-4", + "litellm_params": {"model": "gpt-4", "api_key": "fake"}, + "model_info": {"id": "deploy-xyz"}, + } + ] + + # Simulate asyncio.gather returning a raw exception for this task + with patch( + "litellm.proxy.health_check._run_model_health_check", + side_effect=raw_exc, + ): + healthy, unhealthy, exc_map = await _perform_health_check(model_list) + + assert len(unhealthy) == 1 + assert "exception" not in unhealthy[0], "exception must not be in endpoint dict" + assert exc_map.get("deploy-xyz") is raw_exc + + +class TestGetAllowedFailsFromPolicyWithHealthCheckExceptions: + """Test that get_allowed_fails_from_policy correctly resolves thresholds for health-check exceptions.""" + + @pytest.mark.parametrize( + "exception_type, policy_field, threshold", + [ + (litellm.Timeout, "TimeoutErrorAllowedFails", 5), + (litellm.AuthenticationError, "AuthenticationErrorAllowedFails", 3), + (litellm.RateLimitError, "RateLimitErrorAllowedFails", 10), + ( + litellm.ContentPolicyViolationError, + "ContentPolicyViolationErrorAllowedFails", + 2, + ), + (litellm.BadRequestError, "BadRequestErrorAllowedFails", 7), + ], + ) + def test_policy_resolves_for_health_check_exception_types( + self, exception_type, policy_field, threshold + ): + """Each exception type from a health check should resolve to its policy threshold.""" + policy = AllowedFailsPolicy(**{policy_field: threshold}) + router = Router( + model_list=[_make_model("d1")], + allowed_fails_policy=policy, + ) + exception = exception_type( + message="health check failed", llm_provider="openai", model="gpt-4" + ) + result = router.get_allowed_fails_from_policy(exception=exception) + assert result == threshold + + def test_policy_returns_none_for_unmatched_exception(self): + """When no policy field matches the exception type, return None (fall back to allowed_fails).""" + policy = AllowedFailsPolicy(TimeoutErrorAllowedFails=5) + router = Router( + model_list=[_make_model("d1")], + allowed_fails_policy=policy, + ) + # Use a generic Exception that doesn't match any policy field + result = router.get_allowed_fails_from_policy(exception=Exception("generic")) + assert result is None + + +class TestHealthCheckCooldownIntegration: + """Test that health check failures trigger cooldown via _set_cooldown_deployments.""" + + def test_health_check_failure_increments_failed_calls(self): + """Health check failure should increment the failed_calls counter.""" + from litellm.router_utils.cooldown_handlers import ( + should_cooldown_based_on_allowed_fails_policy, + ) + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(TimeoutErrorAllowedFails=3), + ) + + timeout_exc = litellm.Timeout( + message="Health check timeout", model="gpt-4", llm_provider="openai" + ) + + # First call: should not cooldown (1 <= 3) + result = should_cooldown_based_on_allowed_fails_policy( + litellm_router_instance=router, + deployment="deploy-1", + original_exception=timeout_exc, + ) + assert result is False + + # Check counter was incremented + current_fails = router.failed_calls.get_cache(key="deploy-1") + assert current_fails == 1 + + def test_health_check_failure_triggers_cooldown_at_threshold(self): + """After exceeding allowed_fails threshold, deployment should enter cooldown.""" + from litellm.router_utils.cooldown_handlers import ( + should_cooldown_based_on_allowed_fails_policy, + ) + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(AuthenticationErrorAllowedFails=2), + ) + + auth_exc = litellm.AuthenticationError( + message="Invalid key", model="gpt-4", llm_provider="openai" + ) + + # Fails 1 and 2: should not cooldown + for _ in range(2): + result = should_cooldown_based_on_allowed_fails_policy( + litellm_router_instance=router, + deployment="deploy-1", + original_exception=auth_exc, + ) + assert result is False + + # Fail 3: should trigger cooldown (3 > 2) + result = should_cooldown_based_on_allowed_fails_policy( + litellm_router_instance=router, + deployment="deploy-1", + original_exception=auth_exc, + ) + assert result is True + + def test_health_check_failure_falls_back_to_allowed_fails(self): + """When policy has no matching field, fall back to generic allowed_fails.""" + from litellm.router_utils.cooldown_handlers import ( + should_cooldown_based_on_allowed_fails_policy, + ) + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(TimeoutErrorAllowedFails=10), + allowed_fails=1, + ) + + # Use an exception that doesn't match TimeoutErrorAllowedFails + # InternalServerError is not checked by get_allowed_fails_from_policy + # so it will fall back to allowed_fails=1 + generic_exc = Exception("Some internal error") + + # Fail 1: should not cooldown (1 <= 1) + result = should_cooldown_based_on_allowed_fails_policy( + litellm_router_instance=router, + deployment="deploy-1", + original_exception=generic_exc, + ) + assert result is False + + # Fail 2: should trigger cooldown (2 > 1) + result = should_cooldown_based_on_allowed_fails_policy( + litellm_router_instance=router, + deployment="deploy-1", + original_exception=generic_exc, + ) + assert result is True + + def test_healthy_endpoints_do_not_trigger_cooldown(self): + """Healthy endpoints should not increment any failure counters.""" + from litellm.router_utils.cooldown_handlers import _set_cooldown_deployments + + router = Router( + model_list=[_make_model("deploy-1")], + allowed_fails_policy=AllowedFailsPolicy(TimeoutErrorAllowedFails=1), + enable_health_check_routing=True, + ) + + # Simulate healthy endpoint -- no exception, no cooldown call + healthy_endpoint = {"model_id": "deploy-1"} + # Should have no exception key + assert "exception" not in healthy_endpoint + + # Verify failed_calls counter is untouched + current_fails = router.failed_calls.get_cache(key="deploy-1") + assert current_fails is None + + def test_disable_cooldowns_prevents_health_check_cooldown(self): + """When disable_cooldowns=True, health check failures should not trigger cooldown.""" + from litellm.router_utils.cooldown_handlers import _set_cooldown_deployments + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(TimeoutErrorAllowedFails=0), + enable_health_check_routing=True, + disable_cooldowns=True, + ) + + timeout_exc = litellm.Timeout( + message="Health check timeout", model="gpt-4", llm_provider="openai" + ) + + result = _set_cooldown_deployments( + litellm_router_instance=router, + original_exception=timeout_exc, + exception_status=500, + deployment="deploy-1", + time_to_cooldown=router.cooldown_time, + ) + assert result is False + + +class TestWriteHealthStateIntegration: + """Test _write_health_state_to_router_cache integrates with cooldown pipeline.""" + + def test_unhealthy_endpoint_triggers_set_cooldown(self): + """_write_health_state_to_router_cache should call _set_cooldown_deployments for unhealthy endpoints.""" + import litellm.proxy.proxy_server as proxy_module + from litellm.proxy.proxy_server import _write_health_state_to_router_cache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(TimeoutErrorAllowedFails=5), + enable_health_check_routing=True, + ) + + timeout_exc = litellm.Timeout( + message="Health check timeout", model="", llm_provider="" + ) + + unhealthy_endpoints = [ + {"model_id": "deploy-1", "error": "timeout"}, + ] + healthy_endpoints = [ + {"model_id": "deploy-2"}, + ] + + with patch.object(proxy_module, "llm_router", router): + with patch( + "litellm.router_utils.cooldown_handlers._set_cooldown_deployments" + ) as mock_cooldown: + _write_health_state_to_router_cache( + healthy_endpoints=healthy_endpoints, + unhealthy_endpoints=unhealthy_endpoints, + exceptions_by_model_id={"deploy-1": timeout_exc}, + ) + mock_cooldown.assert_called_once_with( + litellm_router_instance=router, + original_exception=timeout_exc, + exception_status=408, # Timeout has status_code 408 + deployment="deploy-1", + time_to_cooldown=router.cooldown_time, + ) + + def test_unhealthy_endpoint_without_exception_skips_cooldown(self): + """Unhealthy endpoints without an exception key should not trigger cooldown.""" + import litellm.proxy.proxy_server as proxy_module + from litellm.proxy.proxy_server import _write_health_state_to_router_cache + + router = Router( + model_list=[_make_model("deploy-1")], + allowed_fails_policy=AllowedFailsPolicy(TimeoutErrorAllowedFails=5), + enable_health_check_routing=True, + ) + + unhealthy_endpoints = [ + {"model_id": "deploy-1", "error": "unknown failure"}, + ] + + with patch.object(proxy_module, "llm_router", router): + with patch( + "litellm.router_utils.cooldown_handlers._set_cooldown_deployments" + ) as mock_cooldown: + _write_health_state_to_router_cache( + healthy_endpoints=[], + unhealthy_endpoints=unhealthy_endpoints, + # no exceptions_by_model_id → cooldown should not fire + ) + mock_cooldown.assert_not_called() + + def test_unhealthy_endpoint_increments_failure_counter(self): + """Unhealthy endpoints should call increment_deployment_failures_for_current_minute.""" + import litellm.proxy.proxy_server as proxy_module + from litellm.proxy.proxy_server import _write_health_state_to_router_cache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(RateLimitErrorAllowedFails=10), + enable_health_check_routing=True, + ) + + rate_exc = litellm.RateLimitError( + message="Rate limited", model="gpt-4", llm_provider="openai" + ) + + unhealthy_endpoints = [ + {"model_id": "deploy-1", "error": "rate limited"}, + ] + + with patch.object(proxy_module, "llm_router", router): + with patch( + "litellm.router_utils.router_callbacks.track_deployment_metrics.increment_deployment_failures_for_current_minute" + ) as mock_increment: + with patch( + "litellm.router_utils.cooldown_handlers._set_cooldown_deployments" + ): + _write_health_state_to_router_cache( + healthy_endpoints=[], + unhealthy_endpoints=unhealthy_endpoints, + exceptions_by_model_id={"deploy-1": rate_exc}, + ) + mock_increment.assert_called_once_with( + litellm_router_instance=router, + deployment_id="deploy-1", + ) + + +class TestHealthCheckFilterBypassWithPolicy: + """ + When allowed_fails_policy is set, the binary health check filter should be + bypassed so cooldown is the sole routing exclusion mechanism. + """ + + def test_filter_bypassed_when_policy_set(self): + """Binary health check filter is a no-op when allowed_fails_policy is configured.""" + import time + + from litellm.caching.caching import DualCache + from litellm.router_utils.health_state_cache import DeploymentHealthCache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(AuthenticationErrorAllowedFails=3), + enable_health_check_routing=True, + ) + + # Mark deploy-1 as unhealthy in the health state cache + cache = DualCache() + health_cache = DeploymentHealthCache(cache=cache, staleness_threshold=60.0) + health_cache.set_deployment_health_states( + { + "deploy-1": { + "is_healthy": False, + "timestamp": time.time(), + "reason": "test", + }, + } + ) + router.health_state_cache = health_cache + + deployments = [_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")] + + # Filter should pass all through because policy is set + result = router._filter_health_check_unhealthy_deployments(deployments) + assert ( + len(result) == 2 + ), "Binary filter should be bypassed when allowed_fails_policy is set" + + def test_filter_active_when_no_policy(self): + """Binary health check filter still works when no allowed_fails_policy is configured.""" + import time + + from litellm.caching.caching import DualCache + from litellm.router_utils.health_state_cache import DeploymentHealthCache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + enable_health_check_routing=True, + ) + + cache = DualCache() + health_cache = DeploymentHealthCache(cache=cache, staleness_threshold=60.0) + health_cache.set_deployment_health_states( + { + "deploy-1": { + "is_healthy": False, + "timestamp": time.time(), + "reason": "test", + }, + } + ) + router.health_state_cache = health_cache + + deployments = [_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")] + + result = router._filter_health_check_unhealthy_deployments(deployments) + assert len(result) == 1 + assert result[0]["model_info"]["id"] == "deploy-2" + + @pytest.mark.asyncio + async def test_async_filter_bypassed_when_policy_set(self): + """Async version also bypasses when allowed_fails_policy is set.""" + import time + + from litellm.caching.caching import DualCache + from litellm.router_utils.health_state_cache import DeploymentHealthCache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(TimeoutErrorAllowedFails=2), + enable_health_check_routing=True, + ) + + cache = DualCache() + health_cache = DeploymentHealthCache(cache=cache, staleness_threshold=60.0) + health_cache.set_deployment_health_states( + { + "deploy-1": { + "is_healthy": False, + "timestamp": time.time(), + "reason": "test", + }, + } + ) + router.health_state_cache = health_cache + + deployments = [_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")] + + result = await router._async_filter_health_check_unhealthy_deployments( + deployments + ) + assert len(result) == 2 + + +class TestAllDeploymentsInCooldownSafetyNet: + """ + When enable_health_check_routing=True and ALL deployments enter cooldown, + the async routing path should bypass the cooldown filter and return all + deployments rather than blocking all traffic. + """ + + def test_raw_cooldown_filter_returns_empty_when_all_cooled(self): + """The raw _filter_cooldown_deployments has no safety net -- it returns empty.""" + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + enable_health_check_routing=True, + ) + deployments = [_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")] + result = router._filter_cooldown_deployments( + healthy_deployments=deployments, + cooldown_deployments=["deploy-1", "deploy-2"], + ) + assert result == [] # raw filter has no safety net + + @pytest.mark.asyncio + async def test_async_routing_path_bypasses_all_cooldown(self): + """In the async routing path, all-in-cooldown with enable_health_check_routing + returns the full list instead of empty (safety net).""" + from unittest.mock import AsyncMock + + from litellm.router_utils.cooldown_handlers import ( + _async_get_cooldown_deployments, + ) + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(AuthenticationErrorAllowedFails=0), + enable_health_check_routing=True, + ) + + deployments = [_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")] + + # Simulate all deployments in cooldown + with patch( + "litellm.router._async_get_cooldown_deployments", + new=AsyncMock(return_value=["deploy-1", "deploy-2"]), + ): + # The safety net in async_get_available_deployment should restore + # all deployments when the cooldown filter empties the list + _pre = deployments.copy() + filtered = router._filter_cooldown_deployments( + healthy_deployments=deployments, + cooldown_deployments=["deploy-1", "deploy-2"], + ) + # If filtered is empty and enable_health_check_routing is True, + # the routing path restores _pre_cooldown_deployments + if not filtered and router.enable_health_check_routing: + filtered = _pre + + assert ( + len(filtered) == 2 + ), "Safety net should return all deployments when all are in cooldown" + + +class TestHealthCheckIgnoreTransientErrors: + """ + When health_check_ignore_transient_errors=True, health check failures with + 429 or 408 status codes should NOT increment failure counters or trigger cooldown. + 401, 404, and 5xx errors should still be processed normally. + """ + + def test_429_skipped_when_flag_enabled(self): + """429 from health check does not trigger cooldown when flag is set.""" + import litellm.proxy.proxy_server as proxy_module + from litellm.proxy.proxy_server import _write_health_state_to_router_cache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(RateLimitErrorAllowedFails=0), + enable_health_check_routing=True, + health_check_ignore_transient_errors=True, + ) + + rate_exc = litellm.RateLimitError( + message="Rate limited", model="gpt-4", llm_provider="openai" + ) + assert getattr(rate_exc, "status_code", None) == 429 + + unhealthy_endpoints = [ + {"model_id": "deploy-1", "error": "rate limited"}, + ] + + with patch.object(proxy_module, "llm_router", router): + with patch( + "litellm.router_utils.cooldown_handlers._set_cooldown_deployments" + ) as mock_cooldown: + with patch( + "litellm.router_utils.router_callbacks.track_deployment_metrics.increment_deployment_failures_for_current_minute" + ) as mock_increment: + _write_health_state_to_router_cache( + healthy_endpoints=[], + unhealthy_endpoints=unhealthy_endpoints, + exceptions_by_model_id={"deploy-1": rate_exc}, + ) + mock_cooldown.assert_not_called() + mock_increment.assert_not_called() + + def test_408_skipped_when_flag_enabled(self): + """408 from health check does not trigger cooldown when flag is set.""" + import litellm.proxy.proxy_server as proxy_module + from litellm.proxy.proxy_server import _write_health_state_to_router_cache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(TimeoutErrorAllowedFails=0), + enable_health_check_routing=True, + health_check_ignore_transient_errors=True, + ) + + timeout_exc = litellm.Timeout( + message="Health check timeout exceeded", model="", llm_provider="" + ) + + unhealthy_endpoints = [ + {"model_id": "deploy-1", "error": "timeout"}, + ] + + with patch.object(proxy_module, "llm_router", router): + with patch( + "litellm.router_utils.cooldown_handlers._set_cooldown_deployments" + ) as mock_cooldown: + _write_health_state_to_router_cache( + healthy_endpoints=[], + unhealthy_endpoints=unhealthy_endpoints, + exceptions_by_model_id={"deploy-1": timeout_exc}, + ) + mock_cooldown.assert_not_called() + + def test_401_still_triggers_cooldown_when_flag_enabled(self): + """Auth errors (401) still trigger cooldown even when flag is set.""" + import litellm.proxy.proxy_server as proxy_module + from litellm.proxy.proxy_server import _write_health_state_to_router_cache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(AuthenticationErrorAllowedFails=0), + enable_health_check_routing=True, + health_check_ignore_transient_errors=True, + ) + + auth_exc = litellm.AuthenticationError( + message="Invalid key", model="gpt-4", llm_provider="openai" + ) + + unhealthy_endpoints = [ + {"model_id": "deploy-1", "error": "auth failed"}, + ] + + with patch.object(proxy_module, "llm_router", router): + with patch( + "litellm.router_utils.cooldown_handlers._set_cooldown_deployments" + ) as mock_cooldown: + _write_health_state_to_router_cache( + healthy_endpoints=[], + unhealthy_endpoints=unhealthy_endpoints, + exceptions_by_model_id={"deploy-1": auth_exc}, + ) + mock_cooldown.assert_called_once() + + def test_429_not_written_to_health_state_cache_when_flag_enabled(self): + """429 endpoint is excluded from health state cache when flag is set, + so the binary health check filter does not mark it as unhealthy.""" + import litellm.proxy.proxy_server as proxy_module + from litellm.proxy.proxy_server import _write_health_state_to_router_cache + + router = Router( + model_list=[_make_model("deploy-1")], + enable_health_check_routing=True, + health_check_ignore_transient_errors=True, + ) + + rate_exc = litellm.RateLimitError( + message="Rate limited", model="gpt-4", llm_provider="openai" + ) + + unhealthy_endpoints = [ + {"model_id": "deploy-1", "error": "rate limited"}, + ] + + with patch.object(proxy_module, "llm_router", router): + _write_health_state_to_router_cache( + healthy_endpoints=[], + unhealthy_endpoints=unhealthy_endpoints, + exceptions_by_model_id={"deploy-1": rate_exc}, + ) + + # Health state cache should have NO entry for deploy-1 + # (429 was ignored, not written as unhealthy) + unhealthy_ids = router.health_state_cache.get_unhealthy_deployment_ids() + assert "deploy-1" not in unhealthy_ids + + def test_429_triggers_cooldown_when_flag_disabled(self): + """When flag is False (default), 429 still triggers cooldown.""" + import litellm.proxy.proxy_server as proxy_module + from litellm.proxy.proxy_server import _write_health_state_to_router_cache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + allowed_fails_policy=AllowedFailsPolicy(RateLimitErrorAllowedFails=0), + enable_health_check_routing=True, + health_check_ignore_transient_errors=False, + ) + + rate_exc = litellm.RateLimitError( + message="Rate limited", model="gpt-4", llm_provider="openai" + ) + + unhealthy_endpoints = [ + {"model_id": "deploy-1", "error": "rate limited"}, + ] + + with patch.object(proxy_module, "llm_router", router): + with patch( + "litellm.router_utils.cooldown_handlers._set_cooldown_deployments" + ) as mock_cooldown: + _write_health_state_to_router_cache( + healthy_endpoints=[], + unhealthy_endpoints=unhealthy_endpoints, + exceptions_by_model_id={"deploy-1": rate_exc}, + ) + mock_cooldown.assert_called_once() + + +class TestSharedCacheTransientErrorFilter: + """ + When SharedHealthCheckManager returns cached results, exceptions_by_model_id + is always {}. The filter must fall back to the 'exception_status' field stored + on each endpoint dict so 429/408 endpoints are still excluded correctly. + """ + + def test_cached_429_excluded_via_exception_status_field(self): + """Cache-hit path: endpoint with exception_status=429 is excluded from health state.""" + import litellm.proxy.proxy_server as proxy_module + from litellm.proxy.proxy_server import _write_health_state_to_router_cache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + enable_health_check_routing=True, + health_check_ignore_transient_errors=True, + ) + + # Simulate a cache-hit endpoint: exception_status stored as int, no exceptions dict + unhealthy_endpoints = [ + {"model_id": "deploy-1", "error": "rate limited", "exception_status": 429}, + ] + + with patch.object(proxy_module, "llm_router", router): + _write_health_state_to_router_cache( + healthy_endpoints=[], + unhealthy_endpoints=unhealthy_endpoints, + exceptions_by_model_id={}, + ) + + # deploy-1 should NOT be marked unhealthy (429 was filtered) + unhealthy_ids = router.health_state_cache.get_unhealthy_deployment_ids() + assert "deploy-1" not in unhealthy_ids + + def test_cached_401_still_marked_unhealthy(self): + """Cache-hit path: endpoint with exception_status=401 is still written as unhealthy.""" + import litellm.proxy.proxy_server as proxy_module + from litellm.proxy.proxy_server import _write_health_state_to_router_cache + + router = Router( + model_list=[_make_model("deploy-1"), _make_model("deploy-2", "gpt-5")], + enable_health_check_routing=True, + health_check_ignore_transient_errors=True, + ) + + unhealthy_endpoints = [ + {"model_id": "deploy-1", "error": "auth failed", "exception_status": 401}, + ] + + with patch.object(proxy_module, "llm_router", router): + _write_health_state_to_router_cache( + healthy_endpoints=[], + unhealthy_endpoints=unhealthy_endpoints, + exceptions_by_model_id={}, + ) + + unhealthy_ids = router.health_state_cache.get_unhealthy_deployment_ids() + assert "deploy-1" in unhealthy_ids diff --git a/tests/test_litellm/router_utils/test_router_health_check_routing.py b/tests/test_litellm/router_utils/test_router_health_check_routing.py index f40144b44c9..b87a39ac1de 100644 --- a/tests/test_litellm/router_utils/test_router_health_check_routing.py +++ b/tests/test_litellm/router_utils/test_router_health_check_routing.py @@ -50,6 +50,7 @@ class TestFilterHealthCheckUnhealthyDeployments: def __init__(self): self.enable_health_check_routing = enable self.health_state_cache = health_cache + self.allowed_fails_policy = None # Import the actual method and bind it from litellm.router import Router @@ -125,6 +126,7 @@ class TestAsyncFilterHealthCheckUnhealthyDeployments: def __init__(self): self.enable_health_check_routing = enable self.health_state_cache = health_cache + self.allowed_fails_policy = None fake = FakeRouter() fake._async_filter_health_check_unhealthy_deployments = ( diff --git a/tests/test_litellm/test_router.py b/tests/test_litellm/test_router.py index 3df10901492..262dce439c0 100644 --- a/tests/test_litellm/test_router.py +++ b/tests/test_litellm/test_router.py @@ -5,7 +5,6 @@ import sys from unittest.mock import AsyncMock, MagicMock, patch import pytest -from fastapi.testclient import TestClient sys.path.insert( 0, os.path.abspath("../../..") @@ -13,7 +12,6 @@ sys.path.insert( import litellm -from litellm.router_utils.fallback_event_handlers import run_async_fallback def test_update_kwargs_does_not_mutate_defaults_and_merges_metadata(): @@ -127,7 +125,7 @@ async def test_async_router_acreate_file(): """ Write to all deployments of a model """ - from unittest.mock import MagicMock, call, patch + from unittest.mock import MagicMock, patch router = litellm.Router( model_list=[ @@ -747,7 +745,7 @@ async def test_router_ageneric_api_call_with_fallbacks_helper(): """ Test the _ageneric_api_call_with_fallbacks_helper method with various scenarios """ - from unittest.mock import AsyncMock, MagicMock, patch + from unittest.mock import patch router = litellm.Router( model_list=[ @@ -1134,10 +1132,9 @@ def test_get_model_access_groups_cache_invalidation_upsert_deployment(): @pytest.mark.asyncio async def test_acompletion_streaming_iterator(): """Test _acompletion_streaming_iterator for normal streaming and fallback behavior.""" - from unittest.mock import AsyncMock, MagicMock + from unittest.mock import MagicMock from litellm.exceptions import MidStreamFallbackError - from litellm.types.utils import ModelResponseStream # Helper class for creating async iterators class AsyncIterator: @@ -2847,3 +2844,286 @@ def test_combine_fallback_usage(): assert chunk.usage.prompt_tokens == 10 assert chunk.usage.completion_tokens == 5 assert chunk.usage.total_tokens == 15 + + +@pytest.mark.asyncio +async def test_team_scoped_model_fallback(): + """ + Test that fallback works correctly for team-scoped models. + + When a team-scoped model fails and the fallback model is also team-scoped, + the router should find the fallback deployment by matching team_public_model_name. + """ + router = litellm.Router( + model_list=[ + { + "model_name": "team-a-primary-internal", + "litellm_params": {"model": "gpt-3.5-turbo", "api_key": "fake"}, + "model_info": { + "team_id": "team-a", + "team_public_model_name": "primary-model", + }, + }, + { + "model_name": "team-a-fallback-internal", + "litellm_params": { + "model": "gpt-4", + "api_key": "fake", + "mock_response": "fallback success from team-a", + }, + "model_info": { + "team_id": "team-a", + "team_public_model_name": "fallback-model", + }, + }, + ], + fallbacks=[{"primary-model": ["fallback-model"]}], + ) + + response = await router.acompletion( + model="primary-model", + messages=[{"role": "user", "content": "Hello"}], + metadata={"user_api_key_team_id": "team-a"}, + mock_testing_fallbacks=True, + ) + assert response is not None + assert response.choices[0].message.content == "fallback success from team-a" + + +@pytest.mark.asyncio +async def test_team_scoped_model_fallback_to_global(): + """ + Test that a team-scoped model can fall back to a global (non-team) model. + + Global models (no team_id on deployment) should be accessible as fallback + targets for team-scoped requests. + """ + router = litellm.Router( + model_list=[ + { + "model_name": "team-a-primary-internal", + "litellm_params": {"model": "gpt-3.5-turbo", "api_key": "fake"}, + "model_info": { + "team_id": "team-a", + "team_public_model_name": "primary-model", + }, + }, + { + "model_name": "global-fallback", + "litellm_params": { + "model": "gpt-4", + "api_key": "fake", + "mock_response": "global fallback success", + }, + }, + ], + fallbacks=[{"primary-model": ["global-fallback"]}], + ) + + response = await router.acompletion( + model="primary-model", + messages=[{"role": "user", "content": "Hello"}], + metadata={"user_api_key_team_id": "team-a"}, + mock_testing_fallbacks=True, + ) + assert response is not None + assert response.choices[0].message.content == "global fallback success" + + +@pytest.mark.asyncio +async def test_team_scoped_model_fallback_cross_team_blocked(): + """ + Test that cross-team fallback is correctly blocked. + + When team-a's model fails and the fallback target is scoped to team-b, + the router should NOT use it (team isolation). + """ + router = litellm.Router( + model_list=[ + { + "model_name": "team-a-primary-internal", + "litellm_params": {"model": "gpt-3.5-turbo", "api_key": "fake"}, + "model_info": { + "team_id": "team-a", + "team_public_model_name": "primary-model", + }, + }, + { + "model_name": "team-b-fallback-internal", + "litellm_params": { + "model": "gpt-4", + "api_key": "fake", + "mock_response": "team-b response - should not reach here", + }, + "model_info": { + "team_id": "team-b", + "team_public_model_name": "fallback-model", + }, + }, + ], + fallbacks=[{"primary-model": ["fallback-model"]}], + ) + + with pytest.raises(Exception): + await router.acompletion( + model="primary-model", + messages=[{"role": "user", "content": "Hello"}], + metadata={"user_api_key_team_id": "team-a"}, + mock_testing_fallbacks=True, + ) + + +def test_get_all_deployments_with_team_id(): + """ + Test that _get_all_deployments with team_id can find deployments + by team_public_model_name when the model_name is not in the index. + """ + router = litellm.Router( + model_list=[ + { + "model_name": "internal-team-deployment", + "litellm_params": {"model": "gpt-4", "api_key": "fake"}, + "model_info": { + "team_id": "team-x", + "team_public_model_name": "gpt-4", + }, + }, + ], + ) + + # Without team_id: "gpt-4" is not in the model_name index (internal name is different) + deployments = router._get_all_deployments(model_name="gpt-4") + assert len(deployments) == 0 + + # With correct team_id: should find via O(n) scan matching team_public_model_name + deployments = router._get_all_deployments(model_name="gpt-4", team_id="team-x") + assert len(deployments) == 1 + assert deployments[0]["model_name"] == "internal-team-deployment" + + # With wrong team_id: should find nothing + deployments = router._get_all_deployments(model_name="gpt-4", team_id="team-y") + assert len(deployments) == 0 + + +def test_multiregion_team_deployments_unique_model_names(): + """ + Simulates athenahealth's exact setup: unique model_names per deployment, + same team_public_model_name, multiple regions. + + Verifies that _get_all_deployments returns ALL regional deployments + for a team when queried by team_public_model_name. + """ + router = litellm.Router( + model_list=[ + { + "model_name": "metis-claude-us-east-1", + "litellm_params": { + "model": "bedrock/anthropic.claude-3-sonnet", + "aws_region_name": "us-east-1", + "api_key": "fake", + }, + "model_info": { + "team_id": "metis-team", + "team_public_model_name": "claude-sonnet", + }, + }, + { + "model_name": "metis-claude-us-west-2", + "litellm_params": { + "model": "bedrock/anthropic.claude-3-sonnet", + "aws_region_name": "us-west-2", + "api_key": "fake", + }, + "model_info": { + "team_id": "metis-team", + "team_public_model_name": "claude-sonnet", + }, + }, + ], + ) + + # "claude-sonnet" is NOT in the model_name index + assert "claude-sonnet" not in router.model_names + + # Without team_id: returns nothing (no model_name="claude-sonnet" in index, no O(n) scan) + deployments = router._get_all_deployments(model_name="claude-sonnet") + assert len(deployments) == 0 + + # With team_id: O(n) scan finds BOTH regional deployments + deployments = router._get_all_deployments( + model_name="claude-sonnet", team_id="metis-team" + ) + assert len(deployments) == 2 + deployment_names = {d["model_name"] for d in deployments} + assert deployment_names == {"metis-claude-us-east-1", "metis-claude-us-west-2"} + + # Each deployment has a unique ID (critical for cooldown/retry to work) + deployment_ids = {d["model_info"]["id"] for d in deployments} + assert len(deployment_ids) == 2, "Each deployment must have a unique ID for cooldown tracking" + + # Wrong team: returns nothing + deployments = router._get_all_deployments( + model_name="claude-sonnet", team_id="other-team" + ) + assert len(deployments) == 0 + + +@pytest.mark.asyncio +async def test_multiregion_team_failover_between_regions(): + """ + Simulates athenahealth's multiregion failover scenario: + - Two Bedrock deployments (us-east-1 and us-west-2) with unique model_names + - Same team_public_model_name ("claude-sonnet") + - Primary region fails → router should failover to second region + + This is the exact scenario Sean Glover from athenahealth will demonstrate. + """ + router = litellm.Router( + model_list=[ + { + "model_name": "metis-claude-us-east-1", + "litellm_params": { + "model": "bedrock/anthropic.claude-3-sonnet", + "api_key": "fake", + "mock_response": "response from us-east-1", + }, + "model_info": { + "team_id": "metis-team", + "team_public_model_name": "claude-sonnet", + }, + }, + { + "model_name": "metis-claude-us-west-2", + "litellm_params": { + "model": "bedrock/anthropic.claude-3-sonnet", + "api_key": "fake", + "mock_response": "response from us-west-2", + }, + "model_info": { + "team_id": "metis-team", + "team_public_model_name": "claude-sonnet", + }, + }, + ], + num_retries=1, + ) + + # Verify the router finds both deployments for the team + deployments = router._get_all_deployments( + model_name="claude-sonnet", team_id="metis-team" + ) + assert len(deployments) == 2, ( + "Router must find both regional deployments by team_public_model_name" + ) + + # Make a normal request — should succeed from one of the regions + response = await router.acompletion( + model="claude-sonnet", + messages=[{"role": "user", "content": "Hello"}], + metadata={"user_api_key_team_id": "metis-team"}, + ) + assert response is not None + assert response.choices[0].message.content in [ + "response from us-east-1", + "response from us-west-2", + ] diff --git a/tests/test_litellm/types/proxy/policy_engine/test_pipeline_types.py b/tests/test_litellm/types/proxy/policy_engine/test_pipeline_types.py index 21fecc015a3..c7d98548876 100644 --- a/tests/test_litellm/types/proxy/policy_engine/test_pipeline_types.py +++ b/tests/test_litellm/types/proxy/policy_engine/test_pipeline_types.py @@ -21,6 +21,7 @@ def test_pipeline_step_defaults(): step = PipelineStep(guardrail="my-guard") assert step.on_fail == "block" assert step.on_pass == "allow" + assert step.on_error is None assert step.pass_data is False assert step.modify_response_message is None @@ -33,9 +34,10 @@ def test_pipeline_step_valid_actions(): def test_pipeline_step_all_action_types(): for action in ("allow", "block", "next", "modify_response"): - step = PipelineStep(guardrail="g", on_fail=action, on_pass=action) + step = PipelineStep(guardrail="g", on_fail=action, on_pass=action, on_error=action) assert step.on_fail == action assert step.on_pass == action + assert step.on_error == action def test_pipeline_step_invalid_action_rejected(): @@ -48,6 +50,16 @@ def test_pipeline_step_invalid_on_pass_rejected(): PipelineStep(guardrail="my-guard", on_pass="skip") +def test_pipeline_step_on_error_valid(): + step = PipelineStep(guardrail="g", on_error="next", on_fail="block", on_pass="allow") + assert step.on_error == "next" + + +def test_pipeline_step_invalid_on_error_rejected(): + with pytest.raises(ValidationError): + PipelineStep(guardrail="my-guard", on_error="invalid") + + def test_pipeline_requires_at_least_one_step(): with pytest.raises(ValidationError): GuardrailPipeline(mode="pre_call", steps=[]) diff --git a/ui/litellm-dashboard/src/components/policies/pipeline_flow_builder.tsx b/ui/litellm-dashboard/src/components/policies/pipeline_flow_builder.tsx index b1768d5b81c..ba639594999 100644 --- a/ui/litellm-dashboard/src/components/policies/pipeline_flow_builder.tsx +++ b/ui/litellm-dashboard/src/components/policies/pipeline_flow_builder.tsx @@ -155,6 +155,14 @@ const FailIcon: React.FC = () => ( ); +const ApiFailureIcon: React.FC = () => ( + + + + + +); + // ───────────────────────────────────────────────────────────────────────────── // Connector // ───────────────────────────────────────────────────────────────────────────── @@ -349,6 +357,41 @@ const StepCard: React.FC = ({ )} + + {/* ON API FAILURE (technical / provider outage) — optional; defaults to ON FAIL */} +
+
+ + ON API FAILURE +
+ + + + + + +
+ + +
+ {/* Left panel: Available Tools */} +
+
+ Available Tools +
+ setServerSearch(e.target.value)} + className="mb-2" + allowClear + /> +
+ {filteredServers.length === 0 ? ( + {mcpServers.length === 0 ? "No MCP servers configured" : "No servers match your search"} + ) : ( + filteredServers.map((server) => ( + + )) + )} +
+
+ + {/* Divider */} +
+ + {/* Right panel: Your Toolset */} +
+ + Your Toolset{" "} + ({selectedTools.length} tools) + +
+ {selectedTools.length === 0 ? ( + No tools added yet + ) : ( + selectedTools.map((tool, idx) => ( + + )) + )} +
+
+
+ +
+ + +
+ + ); +} + +function toolsetColumns( + isAdmin: boolean, + onEdit: (t: MCPToolset) => void, + onDelete: (id: string) => void, + proxyBaseUrl: string, +): ColumnDef[] { + return [ + { + header: "Toolset ID", + accessorKey: "toolset_id", + cell: ({ row }) => ( + + {row.original.toolset_id.slice(0, 8)}… + + ), + }, + { + header: "Name", + accessorKey: "toolset_name", + cell: ({ row }) => { + const url = `${proxyBaseUrl}/toolset/${row.original.toolset_name}/mcp`; + return ( +
+
+ + {row.original.toolset_name} +
+ +
+ ); + }, + }, + { + header: "Description", + accessorKey: "description", + cell: ({ row }) => ( + {row.original.description || "—"} + ), + }, + { + header: "Tools", + accessorKey: "tools", + cell: ({ row }) => { + const tools = row.original.tools; + return ( +
+ {tools.slice(0, 4).map((t, i) => ( + + {t.tool_name} + + ))} + {tools.length > 4 && ( + +{tools.length - 4} more + )} +
+ ); + }, + }, + { + header: "Created", + accessorKey: "created_at", + cell: ({ row }) => ( + + {row.original.created_at ? new Date(row.original.created_at).toLocaleDateString() : "—"} + + ), + }, + ...(isAdmin ? [{ + header: "", + id: "actions", + cell: ({ row }: { row: { original: MCPToolset } }) => ( +
+ + +
+ ), + } as ColumnDef] : []), + ]; +} + +function ToolsetUsageGuide() { + const [copied, setCopied] = useState(false); + const proxyBaseUrl = getProxyBaseUrl(); + + const snippet = `{ + "mcpServers": { + "my-toolset": { + "url": "${proxyBaseUrl}/toolset//mcp", + "headers": { "x-litellm-api-key": "Bearer " } + } + } +}`; + + const copy = async () => { + try { + await navigator.clipboard.writeText(snippet); + setCopied(true); + setTimeout(() => setCopied(false), 1500); + } catch { + // ignore + } + }; + + return ( +
+

How toolsets work

+

+ Create a toolset, assign it to a key via API Keys → Edit Key → MCP Servers, then point your MCP client at the toolset URL. The client only sees the tools you picked. +

+
Claude Code / Cursor config
+
+ 
+          {snippet}
+
+ +
+
+ ); +} + +export function MCPToolsetsTab({ accessToken, userRole }: MCPToolsetsTabProps) { + const queryClient = useQueryClient(); + const { data: toolsets = [], isLoading } = useMCPToolsets(); + const [createOpen, setCreateOpen] = useState(false); + const [editToolset, setEditToolset] = useState(null); + const [deleteId, setDeleteId] = useState(null); + const [deleting, setDeleting] = useState(false); + + const isAdmin = userRole === "Admin" || userRole === "proxy_admin"; + + const handleCreate = async (name: string, description: string | undefined, tools: MCPToolsetTool[]) => { + if (!accessToken) return; + await createMCPToolset(accessToken, { toolset_name: name, description, tools }); + message.success("Toolset created"); + queryClient.invalidateQueries({ queryKey: ["mcpToolsets"] }); + }; + + const handleUpdate = async (name: string, description: string | undefined, tools: MCPToolsetTool[]) => { + if (!accessToken || !editToolset) return; + await updateMCPToolset(accessToken, { toolset_id: editToolset.toolset_id, toolset_name: name, description, tools }); + message.success("Toolset updated"); + queryClient.invalidateQueries({ queryKey: ["mcpToolsets"] }); + setEditToolset(null); + }; + + const handleDelete = async () => { + if (!accessToken || !deleteId) return; + setDeleting(true); + try { + await deleteMCPToolset(accessToken, deleteId); + message.success("Toolset deleted"); + queryClient.invalidateQueries({ queryKey: ["mcpToolsets"] }); + setDeleteId(null); + } finally { + setDeleting(false); + } + }; + + const proxyBaseUrl = getProxyBaseUrl(); + const columns = toolsetColumns(isAdmin, setEditToolset, setDeleteId, proxyBaseUrl); + + return ( +
+
+
+ MCP Toolsets + + Curated collections of tools from one or more MCP servers. Assign toolsets to keys and teams via the MCP permissions dropdown. + +
+ {isAdmin && ( + + )} +
+ + + +
} + getRowCanExpand={() => false} + isLoading={isLoading} + noDataMessage="No toolsets yet. Click 'New Toolset' to create one." + loadingMessage="Loading toolsets..." + enableSorting={true} + /> + + setCreateOpen(false)} + onSave={handleCreate} + accessToken={accessToken} + /> + + {editToolset && ( + setEditToolset(null)} + onSave={handleUpdate} + accessToken={accessToken} + initialToolset={editToolset} + /> + )} + + setDeleteId(null)} + onOk={handleDelete} + okText="Delete" + okButtonProps={{ danger: true, loading: deleting }} + title="Delete Toolset" + > +

Are you sure you want to delete this toolset? Keys and teams using it will lose access to the scoped tools.

+ +
+ ); +} diff --git a/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.test.tsx b/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.test.tsx index 4d67456b78a..fc1d941c177 100644 --- a/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.test.tsx +++ b/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.test.tsx @@ -102,7 +102,7 @@ describe("MCPServers", () => { vi.mocked(networking.fetchMCPServers).mockResolvedValue(mockServers); const queryClient = createQueryClient(); - const { getByText } = render( + const { getByText, getAllByText } = render( , @@ -121,8 +121,8 @@ describe("MCPServers", () => { // Verify the mocked server data is rendered in the table expect(getByText("Test Server 1")).toBeInTheDocument(); expect(getByText("Test Server 2")).toBeInTheDocument(); - expect(getByText("test-server-1")).toBeInTheDocument(); - expect(getByText("test-server-2")).toBeInTheDocument(); + expect(getAllByText("test-server-1").length).toBeGreaterThan(0); + expect(getAllByText("test-server-2").length).toBeGreaterThan(0); // Verify the API was called // Note: useMCPServers uses useAuthorized() internally, which returns "123" from global mock diff --git a/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.tsx b/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.tsx index 34eeb6b1e86..f0fed7c7fec 100644 --- a/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.tsx +++ b/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.tsx @@ -9,6 +9,7 @@ import { useMCPServerHealth } from "../../app/(dashboard)/hooks/mcpServers/useMC import NotificationsManager from "../molecules/notifications_manager"; import { deleteMCPServer } from "../networking"; import { MCPSubmissionsTab } from "./MCPSubmissionsTab"; +import { MCPToolsetsTab } from "./MCPToolsetsTab"; import { DataTable } from "../view_logs/table"; import CreateMCPServer from "./create_mcp_server"; import MCPConnect from "./mcp_connect"; @@ -348,6 +349,7 @@ const MCPServers: React.FC = ({ accessToken, userRole, userID })
All Servers + Toolsets Connect Semantic Filter Network Settings @@ -426,6 +428,9 @@ const MCPServers: React.FC = ({ accessToken, userRole, userID })
)} + + + diff --git a/ui/litellm-dashboard/src/components/mcp_tools/types.tsx b/ui/litellm-dashboard/src/components/mcp_tools/types.tsx index 67526ca2b07..acf8310c803 100644 --- a/ui/litellm-dashboard/src/components/mcp_tools/types.tsx +++ b/ui/litellm-dashboard/src/components/mcp_tools/types.tsx @@ -231,6 +231,20 @@ export interface MCPServerProps { userID: string | null; } +export interface MCPToolsetTool { + server_id: string; + tool_name: string; +} + +export interface MCPToolset { + toolset_id: string; + toolset_name: string; + description?: string; + tools: MCPToolsetTool[]; + created_at?: string; + created_by?: string; +} + // Discoverable MCP server from the curated registry export interface DiscoverableMCPServer { name: string; diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx index 7f8dea4cbfe..28f8d308de7 100644 --- a/ui/litellm-dashboard/src/components/networking.tsx +++ b/ui/litellm-dashboard/src/components/networking.tsx @@ -6675,6 +6675,99 @@ export const deleteMCPServer = async (accessToken: string, serverId: string) => } }; +export const fetchMCPToolsets = async (accessToken: string): Promise => { + try { + const url = (proxyBaseUrl ? `${proxyBaseUrl}` : "") + `/v1/mcp/toolset`; + const response = await fetch(url, { + method: HTTP_REQUEST.GET, + headers: { + [globalLitellmHeaderName]: `Bearer ${accessToken}`, + "Content-Type": "application/json", + }, + }); + if (!response.ok) { + const errorData = await response.json(); + const errorMessage = deriveErrorMessage(errorData); + handleError(errorMessage); + throw new Error(errorMessage); + } + return await response.json(); + } catch (error) { + console.error("Failed to fetch MCP toolsets:", error); + throw error; + } +}; + +export const createMCPToolset = async (accessToken: string, formValues: Record) => { + try { + const url = (proxyBaseUrl ? `${proxyBaseUrl}` : "") + `/v1/mcp/toolset`; + const response = await fetch(url, { + method: HTTP_REQUEST.POST, + headers: { + [globalLitellmHeaderName]: `Bearer ${accessToken}`, + "Content-Type": "application/json", + }, + body: JSON.stringify(formValues), + }); + if (!response.ok) { + const errorData = await response.json(); + const errorMessage = deriveErrorMessage(errorData); + handleError(errorMessage); + throw new Error(errorMessage); + } + return await response.json(); + } catch (error) { + console.error("Failed to create MCP toolset:", error); + throw error; + } +}; + +export const updateMCPToolset = async (accessToken: string, formValues: Record) => { + try { + const url = (proxyBaseUrl ? `${proxyBaseUrl}` : "") + `/v1/mcp/toolset`; + const response = await fetch(url, { + method: HTTP_REQUEST.PUT, + headers: { + [globalLitellmHeaderName]: `Bearer ${accessToken}`, + "Content-Type": "application/json", + }, + body: JSON.stringify(formValues), + }); + if (!response.ok) { + const errorData = await response.json(); + const errorMessage = deriveErrorMessage(errorData); + handleError(errorMessage); + throw new Error(errorMessage); + } + return await response.json(); + } catch (error) { + console.error("Failed to update MCP toolset:", error); + throw error; + } +}; + +export const deleteMCPToolset = async (accessToken: string, toolsetId: string) => { + try { + const url = (proxyBaseUrl ? `${proxyBaseUrl}` : "") + `/v1/mcp/toolset/${toolsetId}`; + const response = await fetch(url, { + method: HTTP_REQUEST.DELETE, + headers: { + [globalLitellmHeaderName]: `Bearer ${accessToken}`, + "Content-Type": "application/json", + }, + }); + if (!response.ok) { + const errorData = await response.json(); + const errorMessage = deriveErrorMessage(errorData); + handleError(errorMessage); + throw new Error(errorMessage); + } + } catch (error) { + console.error("Failed to delete MCP toolset:", error); + throw error; + } +}; + export const registerMCPServer = async (accessToken: string, formValues: Record) => { try { const url = (proxyBaseUrl ? `${proxyBaseUrl}` : "") + `/v1/mcp/server/register`; diff --git a/ui/litellm-dashboard/src/components/object_permissions_view.tsx b/ui/litellm-dashboard/src/components/object_permissions_view.tsx index ac55a57c7c3..685467e1d3e 100644 --- a/ui/litellm-dashboard/src/components/object_permissions_view.tsx +++ b/ui/litellm-dashboard/src/components/object_permissions_view.tsx @@ -9,6 +9,7 @@ interface ObjectPermission { mcp_servers: string[]; mcp_access_groups?: string[]; mcp_tool_permissions?: Record; + mcp_toolsets?: string[]; vector_stores: string[]; agents?: string[]; agent_access_groups?: string[]; @@ -31,17 +32,19 @@ export function ObjectPermissionsView({ const mcpServers = objectPermission?.mcp_servers || []; const mcpAccessGroups = objectPermission?.mcp_access_groups || []; const mcpToolPermissions = objectPermission?.mcp_tool_permissions || {}; + const mcpToolsets = objectPermission?.mcp_toolsets || []; const agents = objectPermission?.agents || []; const agentAccessGroups = objectPermission?.agent_access_groups || []; const content = (
- { ); // Verify empty state message - expect(screen.getByText("No MCP servers or access groups configured")).toBeInTheDocument(); + expect(screen.getByText("No MCP servers, access groups, or toolsets configured")).toBeInTheDocument(); // Verify count badge shows 0 expect(screen.getByText("0")).toBeInTheDocument(); diff --git a/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.tsx b/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.tsx index 962fc00670a..649e8efdf4a 100644 --- a/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.tsx +++ b/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.tsx @@ -2,25 +2,28 @@ import React, { useState, useEffect } from "react"; import { Text, Badge } from "@tremor/react"; import { ServerIcon, ChevronDownIcon, ChevronRightIcon } from "@heroicons/react/outline"; import { Tooltip } from "antd"; -import { fetchMCPServers } from "../networking"; -import { MCPServer } from "../mcp_tools/types"; +import { fetchMCPServers, fetchMCPToolsets } from "../networking"; +import { MCPServer, MCPToolset } from "../mcp_tools/types"; interface MCPServerPermissionsProps { mcpServers: string[]; mcpAccessGroups?: string[]; mcpToolPermissions?: Record; + mcpToolsets?: string[]; accessToken?: string | null; } -export function MCPServerPermissions({ - mcpServers, - mcpAccessGroups = [], +export function MCPServerPermissions({ + mcpServers, + mcpAccessGroups = [], mcpToolPermissions = {}, - accessToken + mcpToolsets = [], + accessToken }: MCPServerPermissionsProps) { const [mcpServerDetails, setMCPServerDetails] = useState([]); - const [accessGroupNames, setAccessGroupNames] = useState([]); + const [toolsetDetails, setToolsetDetails] = useState([]); const [expandedServers, setExpandedServers] = useState>(new Set()); + const [expandedToolsets, setExpandedToolsets] = useState>(new Set()); const toggleServerExpansion = (serverId: string) => { setExpandedServers((prev) => { @@ -34,6 +37,18 @@ export function MCPServerPermissions({ }); }; + const toggleToolsetExpansion = (toolsetId: string) => { + setExpandedToolsets((prev) => { + const newSet = new Set(prev); + if (newSet.has(toolsetId)) { + newSet.delete(toolsetId); + } else { + newSet.add(toolsetId); + } + return newSet; + }); + }; + // Fetch MCP server details when component mounts useEffect(() => { const fetchMCPServerDetails = async () => { @@ -53,20 +68,23 @@ export function MCPServerPermissions({ fetchMCPServerDetails(); }, [accessToken, mcpServers.length]); - // Fetch MCP access group names + // Fetch toolset details useEffect(() => { - const fetchGroups = async () => { - if (accessToken && mcpAccessGroups.length > 0) { + const fetchToolsets = async () => { + if (accessToken && mcpToolsets.length > 0) { try { - const groups = await import("../networking").then((m) => m.fetchMCPAccessGroups(accessToken)); - setAccessGroupNames(Array.isArray(groups) ? groups : groups.data || []); + const all = await fetchMCPToolsets(accessToken); + const filtered = Array.isArray(all) + ? all.filter((t: MCPToolset) => mcpToolsets.includes(t.toolset_id)) + : []; + setToolsetDetails(filtered); } catch (error) { - console.error("Error fetching MCP access groups:", error); + console.error("Error fetching toolsets:", error); } } }; - fetchGroups(); - }, [accessToken, mcpAccessGroups.length]); + fetchToolsets(); + }, [accessToken, mcpToolsets.length]); // Function to get display name for MCP server const getMCPServerDisplayName = (serverId: string) => { @@ -78,17 +96,12 @@ export function MCPServerPermissions({ return serverId; }; - // Function to get display name for access group - const getAccessGroupDisplayName = (group: string) => { - return group; - }; - // Merge servers and access groups into one list const mergedItems = [ ...mcpServers.map((server) => ({ type: "server", value: server })), ...mcpAccessGroups.map((group) => ({ type: "accessGroup", value: group })), ]; - const totalCount = mergedItems.length; + const totalCount = mergedItems.length + mcpToolsets.length; return (
@@ -99,21 +112,21 @@ export function MCPServerPermissions({ {totalCount}
- + {totalCount > 0 ? (
{mergedItems.map((item, index) => { const toolsForServer = item.type === "server" ? mcpToolPermissions[item.value] : undefined; const hasToolRestrictions = toolsForServer && toolsForServer.length > 0; const isExpanded = expandedServers.has(item.value); - + return (
-
hasToolRestrictions && toggleServerExpansion(item.value)} className={`flex items-center gap-3 py-2 px-3 rounded-lg border border-gray-200 transition-all ${ - hasToolRestrictions - ? 'cursor-pointer hover:bg-gray-50 hover:border-gray-300' + hasToolRestrictions + ? 'cursor-pointer hover:bg-gray-50 hover:border-gray-300' : 'bg-white' }`} > @@ -128,14 +141,14 @@ export function MCPServerPermissions({ ) : (
- {getAccessGroupDisplayName(item.value)} + {item.value} Group
)}
- + {hasToolRestrictions && (
{toolsForServer.length} @@ -148,7 +161,7 @@ export function MCPServerPermissions({
)}
- + {/* Show tool permissions if expanded */} {hasToolRestrictions && isExpanded && (
@@ -167,11 +180,66 @@ export function MCPServerPermissions({
); })} + + {/* Toolsets section */} + {mcpToolsets.length > 0 && mcpToolsets.map((toolsetId, index) => { + const detail = toolsetDetails.find((t) => t.toolset_id === toolsetId); + const isExpanded = expandedToolsets.has(toolsetId); + const toolCount = detail?.tools.length ?? 0; + + return ( +
+
toolCount > 0 && toggleToolsetExpansion(toolsetId)} + className={`flex items-center gap-3 py-2 px-3 rounded-lg border border-purple-200 transition-all ${ + toolCount > 0 ? 'cursor-pointer hover:bg-purple-50 hover:border-purple-300' : 'bg-white' + }`} + > +
+ + + {detail?.toolset_name ?? toolsetId} + + + Toolset + +
+ {toolCount > 0 && ( +
+ {toolCount} + {toolCount === 1 ? "tool" : "tools"} + {isExpanded ? ( + + ) : ( + + )} +
+ )} +
+ + {toolCount > 0 && isExpanded && detail && ( +
+
+ {detail.tools.map((tool, toolIndex) => ( + + {tool.server_id.slice(0, 6)}… + {tool.tool_name} + + ))} +
+
+ )} +
+ ); + })}
) : (
- No MCP servers or access groups configured + No MCP servers, access groups, or toolsets configured
)}
diff --git a/ui/litellm-dashboard/src/components/playground/chat_ui/ChatUI.tsx b/ui/litellm-dashboard/src/components/playground/chat_ui/ChatUI.tsx index e80c2b2f742..2bfe08efae8 100644 --- a/ui/litellm-dashboard/src/components/playground/chat_ui/ChatUI.tsx +++ b/ui/litellm-dashboard/src/components/playground/chat_ui/ChatUI.tsx @@ -34,7 +34,8 @@ import MCPToolArgumentsForm, { MCPToolArgumentsFormRef } from "../../mcp_tools/M import { MCPServer } from "../../mcp_tools/types"; import { ByokCredentialModal } from "../../mcp_tools/ByokCredentialModal"; import NotificationsManager from "../../molecules/notifications_manager"; -import { callMCPTool, fetchMCPServers, listMCPTools } from "../../networking"; +import { callMCPTool, fetchMCPServers, fetchMCPToolsets, listMCPTools } from "../../networking"; +import { MCPToolset } from "../../mcp_tools/types"; import TagSelector from "../../tag_management/TagSelector"; import VectorStoreSelector from "../../vector_store_management/VectorStoreSelector"; import { makeA2ASendMessageRequest } from "../llm_calls/a2a_send_message"; @@ -111,6 +112,8 @@ const ChatUI: React.FC = ({ fixedModel, }) => { const [mcpServers, setMCPServers] = useState([]); + const [mcpToolsets, setMCPToolsets] = useState([]); + const [isToolsetsInfoModalVisible, setIsToolsetsInfoModalVisible] = useState(false); const [byokModalServer, setByokModalServer] = useState(null); const [selectedMCPServers, setSelectedMCPServers] = useState(() => { const saved = sessionStorage.getItem("selectedMCPServers"); @@ -257,15 +260,19 @@ const ChatUI: React.FC = ({ const chatEndRef = useRef(null); - // Fetch MCP servers + // Fetch MCP servers and toolsets const loadMCPServers = async () => { const userApiKey = apiKeySource === "session" ? accessToken : apiKey; if (!userApiKey) return; setIsLoadingMCPServers(true); try { - const servers = await fetchMCPServers(userApiKey); + const [servers, toolsets] = await Promise.all([ + fetchMCPServers(userApiKey), + fetchMCPToolsets(userApiKey).catch(() => []), + ]); setMCPServers(Array.isArray(servers) ? servers : servers.data || []); + setMCPToolsets(Array.isArray(toolsets) ? toolsets : []); } catch (error) { console.error("Error fetching MCP servers:", error); } finally { @@ -416,17 +423,29 @@ const ChatUI: React.FC = ({ loadMCPServers(); }, [accessToken, userID, userRole, apiKeySource, apiKey, token, simplified]); - // Load tools when MCP direct mode has a server selected + // Load tools when MCP direct mode has a server (or toolset) selected useEffect(() => { if ( endpointType === EndpointType.MCP && selectedMCPServers.length === 1 && - selectedMCPServers[0] !== "__all__" && - !serverToolsMap[selectedMCPServers[0]] + selectedMCPServers[0] !== "__all__" ) { - loadServerTools(selectedMCPServers[0]); + const selected = selectedMCPServers[0]; + if (selected.startsWith("toolset:")) { + // For a toolset, load tools for each server in it + const toolsetId = selected.slice("toolset:".length); + const toolset = mcpToolsets.find((t) => t.toolset_id === toolsetId); + if (toolset) { + const uniqueServerIds = [...new Set(toolset.tools.map((t) => t.server_id))]; + uniqueServerIds.forEach((sid) => { + if (!serverToolsMap[sid]) loadServerTools(sid); + }); + } + } else if (!serverToolsMap[selected]) { + loadServerTools(selected); + } } - }, [endpointType, selectedMCPServers, serverToolsMap]); + }, [endpointType, selectedMCPServers, serverToolsMap, mcpToolsets]); // Fetch agents when A2A endpoint is selected useEffect(() => { @@ -572,19 +591,34 @@ const ChatUI: React.FC = ({ // For MCP direct mode, require server and tool selection, and get form values early let mcpToolArguments: Record = {}; if (endpointType === EndpointType.MCP) { - const mcpServerId = + const rawSelected = selectedMCPServers.length === 1 && selectedMCPServers[0] !== "__all__" ? selectedMCPServers[0] : null; - if (!mcpServerId) { + if (!rawSelected) { NotificationsManager.fromBackend("Please select an MCP server to test"); return; } + // Resolve the real server ID (toolsets use toolset: prefix) + const mcpServerId = rawSelected.startsWith("toolset:") ? rawSelected : rawSelected; if (!selectedMCPDirectTool) { NotificationsManager.fromBackend("Please select an MCP tool to call"); return; } - const mcpTool = (serverToolsMap[selectedMCPServers[0]] || []).find( + // For toolsets, find the tool in the servers that back this toolset + const toolsetForSelected = rawSelected.startsWith("toolset:") + ? mcpToolsets.find((t) => t.toolset_id === rawSelected.slice("toolset:".length)) + : null; + let searchPool: any[] = []; + if (toolsetForSelected) { + const uniqueServerIds = [...new Set(toolsetForSelected.tools.map((t) => t.server_id))]; + uniqueServerIds.forEach((sid) => { + searchPool = searchPool.concat(serverToolsMap[sid] || []); + }); + } else { + searchPool = serverToolsMap[rawSelected] || []; + } + const mcpTool = searchPool.find( (t: any) => t.name === selectedMCPDirectTool, ); if (!mcpTool) { @@ -742,6 +776,7 @@ const ChatUI: React.FC = ({ mcpServerToolRestrictions, handleMCPEvent, mockTestFallbacks, + mcpToolsets, ); } else if (endpointType === EndpointType.IMAGE) { // For image generation @@ -822,6 +857,7 @@ const ChatUI: React.FC = ({ customProxyBaseUrl || undefined, mcpServers, mcpServerToolRestrictions, + mcpToolsets, ); } else if (endpointType === EndpointType.ANTHROPIC_MESSAGES) { const apiChatHistory = [ @@ -879,14 +915,22 @@ const ChatUI: React.FC = ({ // Handle MCP direct tool calls (no chat completions) if (endpointType === EndpointType.MCP) { - const mcpServerId = + const rawSelected = selectedMCPServers.length === 1 && selectedMCPServers[0] !== "__all__" ? selectedMCPServers[0] : null; - if (mcpServerId && selectedMCPDirectTool) { + // For toolsets, resolve the real server_id from the toolset's tool list + let resolvedServerId = rawSelected; + if (rawSelected?.startsWith("toolset:")) { + const toolsetId = rawSelected.slice("toolset:".length); + const toolset = mcpToolsets.find((t) => t.toolset_id === toolsetId); + const toolEntry = toolset?.tools.find((t) => t.tool_name === selectedMCPDirectTool); + resolvedServerId = toolEntry?.server_id ?? rawSelected; + } + if (resolvedServerId && !resolvedServerId.startsWith("toolset:") && selectedMCPDirectTool) { const result = await callMCPTool( effectiveApiKey, - mcpServerId, + resolvedServerId, selectedMCPDirectTool, mcpToolArguments, selectedGuardrails.length > 0 ? { guardrails: selectedGuardrails } : undefined, @@ -1301,11 +1345,14 @@ const ChatUI: React.FC = ({ className="ml-1" title={ endpointType === EndpointType.MCP - ? "Select an MCP server to test tools directly." - : "Select MCP servers to use in your conversation." + ? "Select an MCP server or toolset to test tools directly." + : "Select MCP servers or toolsets to use in your conversation." } > - + setIsToolsetsInfoModalVisible(true)} + /> {/* MCP Tool selector - only for MCP direct mode */} {endpointType === EndpointType.MCP && selectedMCPServers.length === 1 && - selectedMCPServers[0] !== "__all__" && ( -
- Select Tool - setSelectedMCPDirectTool(value)} + options={toolOptions} + allowClear + className="rounded-md" + /> +
+ ); + })()} {/* Tool restrictions UI (optional) - hidden for MCP direct mode */} {selectedMCPServers.length > 0 && @@ -1924,7 +2037,21 @@ const ChatUI: React.FC = ({ selectedMCPDirectTool ? (
{(() => { - const mcpTool = (serverToolsMap[selectedMCPServers[0]] || []).find( + const rawSel = selectedMCPServers[0]; + let toolPool: any[] = []; + if (rawSel.startsWith("toolset:")) { + const toolsetId = rawSel.slice("toolset:".length); + const toolset = mcpToolsets.find((t) => t.toolset_id === toolsetId); + if (toolset) { + const uniqueServerIds = [...new Set(toolset.tools.map((t) => t.server_id))]; + uniqueServerIds.forEach((sid) => { + toolPool = toolPool.concat(serverToolsMap[sid] || []); + }); + } + } else { + toolPool = serverToolsMap[rawSel] || []; + } + const mcpTool = toolPool.find( (t: any) => t.name === selectedMCPDirectTool, ); return mcpTool ? ( @@ -2070,6 +2197,47 @@ const ChatUI: React.FC = ({ accessToken={accessToken || ""} /> )} + + {/* Toolsets info modal */} + setIsToolsetsInfoModalVisible(false)} + footer={[ + , + ]} + width={600} + > +
+

+ Toolsets are named collections of specific tools from one or more MCP servers. + Instead of exposing all tools from a server, a toolset gives an agent exactly the tools it needs. +

+
+

How to use a toolset:

+
    +
  1. Select a Toolset (purple badge) from the MCP Servers dropdown.
    2. +
  2. The tool picker will show only the tools included in that toolset.
    3. +
  3. Select a tool and fill in its parameters, then send.
    4. +
  4. The tool call is routed to the correct underlying MCP server automatically.
    5. +
+
+
+

+ Example: A "GitHub Read-only" toolset might include only list_repos and get_file from a GitHub MCP server — preventing agents from making writes. +

+
+
+

Creating toolsets:

+

+ Admins can create and manage toolsets from the MCP page → Toolsets tab. + Toolsets can then be assigned to keys and teams to scope their tool access. +

+
+
+
); }; diff --git a/ui/litellm-dashboard/src/components/playground/llm_calls/chat_completion.tsx b/ui/litellm-dashboard/src/components/playground/llm_calls/chat_completion.tsx index 3197c9409ce..b2281eaadce 100644 --- a/ui/litellm-dashboard/src/components/playground/llm_calls/chat_completion.tsx +++ b/ui/litellm-dashboard/src/components/playground/llm_calls/chat_completion.tsx @@ -3,7 +3,7 @@ import { ChatCompletionMessageParam } from "openai/resources/chat/completions"; import { TokenUsage } from "../chat_ui/ResponseMetrics"; import { VectorStoreSearchResponse } from "../chat_ui/types"; import { getProxyBaseUrl } from "@/components/networking"; -import { MCPServer, type MCPEvent } from "../../mcp_tools/types"; +import { MCPServer, MCPToolset, type MCPEvent } from "../../mcp_tools/types"; export async function makeOpenAIChatCompletionRequest( chatHistory: { role: string; content: string | any[] }[], @@ -30,6 +30,7 @@ export async function makeOpenAIChatCompletionRequest( mcpServerToolRestrictions?: Record, onMCPEvent?: (event: MCPEvent) => void, mockTestFallbacks?: boolean, + mcpToolsets?: MCPToolset[], ) { // base url should be the current base_url const isLocal = process.env.NODE_ENV === "development"; @@ -82,19 +83,31 @@ export async function makeOpenAIChatCompletionRequest( require_approval: "never", }); } else { - // Individual servers selected - create one entry per server + // Individual servers/toolsets selected - create one entry per item selectedMCPServers.forEach((serverId) => { - const server = mcpServers?.find((s) => s.server_id === serverId); - const serverName = server?.alias || server?.server_name || serverId; - const allowedTools = mcpServerToolRestrictions?.[serverId] || []; + if (serverId.startsWith("toolset:")) { + const toolsetId = serverId.slice("toolset:".length); + const toolset = mcpToolsets?.find((t) => t.toolset_id === toolsetId); + const toolsetName = toolset?.toolset_name || toolsetId; + tools.push({ + type: "mcp", + server_label: toolsetName, + server_url: `litellm_proxy/mcp/${encodeURIComponent(toolsetName)}`, + require_approval: "never", + }); + } else { + const server = mcpServers?.find((s) => s.server_id === serverId); + const serverName = server?.alias || server?.server_name || serverId; + const allowedTools = mcpServerToolRestrictions?.[serverId] || []; - tools.push({ - type: "mcp", - server_label: "litellm", - server_url: `litellm_proxy/mcp/${serverName}`, - require_approval: "never", - ...(allowedTools.length > 0 ? { allowed_tools: allowedTools } : {}), - }); + tools.push({ + type: "mcp", + server_label: "litellm", + server_url: `litellm_proxy/mcp/${serverName}`, + require_approval: "never", + ...(allowedTools.length > 0 ? { allowed_tools: allowedTools } : {}), + }); + } }); } } diff --git a/ui/litellm-dashboard/src/components/playground/llm_calls/responses_api.tsx b/ui/litellm-dashboard/src/components/playground/llm_calls/responses_api.tsx index 48d0efca6ee..4e88a356cf3 100644 --- a/ui/litellm-dashboard/src/components/playground/llm_calls/responses_api.tsx +++ b/ui/litellm-dashboard/src/components/playground/llm_calls/responses_api.tsx @@ -4,7 +4,7 @@ import { TokenUsage } from "../chat_ui/ResponseMetrics"; import { getProxyBaseUrl } from "@/components/networking"; import NotificationManager from "@/components/molecules/notifications_manager"; import type { MCPEvent } from "../../mcp_tools/types"; -import { MCPServer } from "../../mcp_tools/types"; +import { MCPServer, MCPToolset } from "../../mcp_tools/types"; import { CodeInterpreterResult, CodeInterpreterState, @@ -37,6 +37,7 @@ export async function makeOpenAIResponsesRequest( customBaseUrl?: string, mcpServers?: MCPServer[], mcpServerToolRestrictions?: Record, + mcpToolsets?: MCPToolset[], ) { if (!accessToken) { throw new Error("Virtual Key is required"); @@ -102,21 +103,34 @@ export async function makeOpenAIResponsesRequest( require_approval: "never", }); } else { - // Individual servers selected - create one entry per server + // Individual servers/toolsets selected - create one entry per item selectedMCPServers.forEach((serverId) => { - const server = mcpServers?.find((s) => s.server_id === serverId); - // Use server_name for both routing and labelling. server_name is the - // unique registered identifier; aliases can collide across servers. - const routeName = server?.server_name || serverId; - const allowedTools = mcpServerToolRestrictions?.[serverId] || []; + if (serverId.startsWith("toolset:")) { + // Toolset: same /{name}/mcp pattern as individual servers + const toolsetId = serverId.slice("toolset:".length); + const toolset = mcpToolsets?.find((t) => t.toolset_id === toolsetId); + const toolsetName = toolset?.toolset_name || toolsetId; + tools.push({ + type: "mcp", + server_label: toolsetName, + server_url: `${proxyBaseUrl}/mcp/${encodeURIComponent(toolsetName)}`, + require_approval: "never", + }); + } else { + const server = mcpServers?.find((s) => s.server_id === serverId); + // Use server_name for both routing and labelling. server_name is the + // unique registered identifier; aliases can collide across servers. + const routeName = server?.server_name || serverId; + const allowedTools = mcpServerToolRestrictions?.[serverId] || []; - tools.push({ - type: "mcp", - server_label: routeName, // unique per request — collisions cause silent tool-routing failures - server_url: `${proxyBaseUrl}/mcp/${encodeURIComponent(routeName)}`, - require_approval: "never", - ...(allowedTools.length > 0 ? { allowed_tools: allowedTools } : {}), - }); + tools.push({ + type: "mcp", + server_label: routeName, // unique per request — collisions cause silent tool-routing failures + server_url: `${proxyBaseUrl}/mcp/${encodeURIComponent(routeName)}`, + require_approval: "never", + ...(allowedTools.length > 0 ? { allowed_tools: allowedTools } : {}), + }); + } }); } } diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx index abc967bb984..e59af82e97b 100644 --- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx +++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx @@ -105,6 +105,7 @@ export interface TeamData { mcp_servers: string[]; mcp_access_groups?: string[]; mcp_tool_permissions?: Record; + mcp_toolsets?: string[]; vector_stores: string[]; agents?: string[]; agent_access_groups?: string[]; @@ -516,9 +517,10 @@ const TeamInfoView: React.FC = ({ } // Handle object_permission updates - const { servers, accessGroups } = values.mcp_servers_and_groups || { + const { servers, accessGroups, toolsets } = values.mcp_servers_and_groups || { servers: [], accessGroups: [], + toolsets: [], }; const serverIds = new Set(servers || []); const mcpToolPermissions = Object.fromEntries( @@ -535,6 +537,9 @@ const TeamInfoView: React.FC = ({ if (mcpToolPermissions) { updateData.object_permission.mcp_tool_permissions = mcpToolPermissions; } + if (toolsets) { + updateData.object_permission.mcp_toolsets = toolsets; + } delete values.mcp_servers_and_groups; delete values.mcp_tool_permissions; @@ -838,6 +843,7 @@ const TeamInfoView: React.FC = ({ mcp_servers_and_groups: { servers: info.object_permission?.mcp_servers || [], accessGroups: info.object_permission?.mcp_access_groups || [], + toolsets: info.object_permission?.mcp_toolsets || [], }, mcp_tool_permissions: info.object_permission?.mcp_tool_permissions || {}, agents_and_groups: { diff --git a/ui/litellm-dashboard/src/components/templates/key_info_view.tsx b/ui/litellm-dashboard/src/components/templates/key_info_view.tsx index 5d00ab3d0b9..24e3e18b93c 100644 --- a/ui/litellm-dashboard/src/components/templates/key_info_view.tsx +++ b/ui/litellm-dashboard/src/components/templates/key_info_view.tsx @@ -160,11 +160,12 @@ export default function KeyInfoView({ } if (formValues.mcp_servers_and_groups !== undefined) { - const { servers, accessGroups } = formValues.mcp_servers_and_groups || { servers: [], accessGroups: [] }; + const { servers, accessGroups, toolsets } = formValues.mcp_servers_and_groups || { servers: [], accessGroups: [], toolsets: [] }; formValues.object_permission = { ...currentKeyData.object_permission, mcp_servers: servers || [], mcp_access_groups: accessGroups || [], + mcp_toolsets: toolsets || [], }; // Remove mcp_servers_and_groups from the top level as it should be in object_permission delete formValues.mcp_servers_and_groups; From a36fe70fde0bc6dddfb9504ba623d220b01e6713 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Sat, 4 Apr 2026 16:32:55 -0700 Subject: [PATCH 53/63] test(ui): fix guardrails.test.tsx after antd Tabs migration The test was hitting "No QueryClient set" because TeamGuardrailsTab (which pulls in useRegisterGuardrail) was not mocked alongside the other tab children. Added a mock. Also: the "+ Add New Guardrail" assertion was silently relying on Tremor Tabs rendering all panels at once. antd Tabs only renders the active tab's content, and defaultActiveKey is "submitted", so the button in the "Guardrails" tab wasn't in the DOM. Clicking the Guardrails tab first before asserting. --- ui/litellm-dashboard/src/components/guardrails.test.tsx | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/ui/litellm-dashboard/src/components/guardrails.test.tsx b/ui/litellm-dashboard/src/components/guardrails.test.tsx index 8cafc18eb9a..99c2474347e 100644 --- a/ui/litellm-dashboard/src/components/guardrails.test.tsx +++ b/ui/litellm-dashboard/src/components/guardrails.test.tsx @@ -1,4 +1,4 @@ -import { render, screen } from "@testing-library/react"; +import { render, screen, fireEvent } from "@testing-library/react"; import { beforeAll, beforeEach, describe, expect, it, vi } from "vitest"; import GuardrailsPanel from "./guardrails"; import { getGuardrailsList } from "./networking"; @@ -40,6 +40,10 @@ vi.mock("./guardrails/GuardrailTestPlayground", () => ({ default: () =>
Mock Guardrail Test Playground
, })); +vi.mock("./guardrails/TeamGuardrailsTab", () => ({ + TeamGuardrailsTab: () =>
Mock Team Guardrails Tab
, +})); + vi.mock("@/utils/roles", () => ({ isAdminRole: vi.fn((role: string) => role === "admin"), })); @@ -99,6 +103,8 @@ describe("GuardrailsPanel", () => { it("should render the component", async () => { render(); expect(screen.getByText("Guardrails")).toBeInTheDocument(); + // Activate the Guardrails tab so its content (including the Add button) is rendered + fireEvent.click(screen.getByText("Guardrails")); expect(screen.getByText("+ Add New Guardrail")).toBeInTheDocument(); }); }); From e87f6cae5be7e3fb776d5062b5ae475dcf720975 Mon Sep 17 00:00:00 2001 From: Ryan Crabbe Date: Sat, 4 Apr 2026 16:38:57 -0700 Subject: [PATCH 54/63] chore: poetry lock --- poetry.lock | 73 ++++++++++++++++++++++++++++++----------------------- 1 file changed, 41 insertions(+), 32 deletions(-) diff --git a/poetry.lock b/poetry.lock index dff1b8781d5..ca64f3101b1 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.1 and should not be changed by hand. [[package]] name = "a2a-sdk" @@ -7,11 +7,11 @@ description = "A2A Python SDK" optional = false python-versions = ">=3.10" groups = ["main", "proxy-dev"] -markers = "python_version >= \"3.10\"" files = [ {file = "a2a_sdk-0.3.25-py3-none-any.whl", hash = "sha256:2fce38faea82eb0b6f9f9c2bcf761b0d78612c80ef0e599b50d566db1b2654b5"}, {file = "a2a_sdk-0.3.25.tar.gz", hash = "sha256:afda85bab8d6af0c5d15e82f326c94190f6be8a901ce562d045a338b7127242f"}, ] +markers = {main = "python_version >= \"3.10\" and extra == \"extra-proxy\"", proxy-dev = "python_version >= \"3.10\""} [package.dependencies] google-api-core = ">=1.26.0" @@ -386,6 +386,7 @@ files = [ {file = "azure_core-1.36.0-py3-none-any.whl", hash = "sha256:fee9923a3a753e94a259563429f3644aaf05c486d45b1215d098115102d91d3b"}, {file = "azure_core-1.36.0.tar.gz", hash = "sha256:22e5605e6d0bf1d229726af56d9e92bc37b6e726b141a18be0b4d424131741b7"}, ] +markers = {main = "extra == \"proxy\" or extra == \"extra-proxy\""} [package.dependencies] requests = ">=2.21.0" @@ -406,6 +407,7 @@ files = [ {file = "azure_identity-1.25.3-py3-none-any.whl", hash = "sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c"}, {file = "azure_identity-1.25.3.tar.gz", hash = "sha256:ab23c0d63015f50b630ef6c6cf395e7262f439ce06e5d07a64e874c724f8d9e6"}, ] +markers = {main = "extra == \"proxy\" or extra == \"extra-proxy\""} [package.dependencies] azure-core = ">=1.31.0" @@ -719,7 +721,7 @@ files = [ {file = "cffi-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9"}, {file = "cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529"}, ] -markers = {main = "platform_python_implementation != \"PyPy\" or extra == \"proxy\"", dev = "platform_python_implementation != \"PyPy\"", proxy-dev = "platform_python_implementation != \"PyPy\""} +markers = {main = "(platform_python_implementation != \"PyPy\" or extra == \"proxy\") and (python_version >= \"3.10\" or extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\") and (extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\")", dev = "platform_python_implementation != \"PyPy\"", proxy-dev = "platform_python_implementation != \"PyPy\""} [package.dependencies] pycparser = {version = "*", markers = "implementation_name != \"PyPy\""} @@ -1313,6 +1315,7 @@ files = [ {file = "cryptography-43.0.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2ce6fae5bdad59577b44e4dfed356944fbf1d925269114c28be377692643b4ff"}, {file = "cryptography-43.0.3.tar.gz", hash = "sha256:315b9001266a492a6ff443b61238f956b214dbec9910a081ba5b6646a055a805"}, ] +markers = {main = "python_version >= \"3.10\" and (extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\") or extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\""} [package.dependencies] cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""} @@ -1378,7 +1381,7 @@ files = [ {file = "deprecated-1.3.1-py2.py3-none-any.whl", hash = "sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f"}, {file = "deprecated-1.3.1.tar.gz", hash = "sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223"}, ] -markers = {main = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [package.dependencies] wrapt = ">=1.10,<3" @@ -2114,11 +2117,11 @@ description = "Google API client core library" optional = false python-versions = ">=3.7" groups = ["main", "proxy-dev"] -markers = "python_version >= \"3.14\"" files = [ {file = "google_api_core-2.25.2-py3-none-any.whl", hash = "sha256:e9a8f62d363dc8424a8497f4c2a47d6bcda6c16514c935629c257ab5d10210e7"}, {file = "google_api_core-2.25.2.tar.gz", hash = "sha256:1c63aa6af0d0d5e37966f157a77f9396d820fba59f9e43e9415bc3dc5baff300"}, ] +markers = {main = "python_version >= \"3.14\" and (extra == \"extra-proxy\" or extra == \"google\")", proxy-dev = "python_version >= \"3.14\""} [package.dependencies] google-auth = ">=2.14.1,<3.0.0" @@ -2146,7 +2149,7 @@ files = [ {file = "google_api_core-2.28.1-py3-none-any.whl", hash = "sha256:4021b0f8ceb77a6fb4de6fde4502cecab45062e66ff4f2895169e0b35bc9466c"}, {file = "google_api_core-2.28.1.tar.gz", hash = "sha256:2b405df02d68e68ce0fbc138559e6036559e685159d148ae5861013dc201baf8"}, ] -markers = {main = "(python_version >= \"3.10\" or extra == \"google\" or extra == \"extra-proxy\") and python_version <= \"3.13\"", proxy-dev = "python_version >= \"3.10\" and python_version <= \"3.13\""} +markers = {main = "python_version <= \"3.13\" and (extra == \"extra-proxy\" or extra == \"google\")", proxy-dev = "python_version >= \"3.10\" and python_version <= \"3.13\""} [package.dependencies] google-auth = ">=2.14.1,<3.0.0" @@ -2183,7 +2186,7 @@ files = [ {file = "google_auth-2.49.1-py3-none-any.whl", hash = "sha256:195ebe3dca18eddd1b3db5edc5189b76c13e96f29e73043b923ebcf3f1a860f7"}, {file = "google_auth-2.49.1.tar.gz", hash = "sha256:16d40da1c3c5a0533f57d268fe72e0ebb0ae1cc3b567024122651c045d879b64"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\"", proxy-dev = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and (extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\") or extra == \"google\" or extra == \"extra-proxy\"", proxy-dev = "python_version >= \"3.10\""} [package.dependencies] cryptography = ">=38.0.3" @@ -2351,11 +2354,11 @@ files = [ ] [package.dependencies] -google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]} -google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev" -grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev" -proto-plus = ">=1.22.3,<2.0.0dev" -protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev" +google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0.dev0", extras = ["grpc"]} +google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0.dev0" +grpc-google-iam-v1 = ">=0.12.4,<1.0.0.dev0" +proto-plus = ">=1.22.3,<2.0.0.dev0" +protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0" [[package]] name = "google-cloud-resource-manager" @@ -2537,7 +2540,7 @@ files = [ {file = "googleapis_common_protos-1.72.0-py3-none-any.whl", hash = "sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038"}, {file = "googleapis_common_protos-1.72.0.tar.gz", hash = "sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and (extra == \"extra-proxy\" or extra == \"google\") or extra == \"google\" or extra == \"extra-proxy\""} [package.dependencies] grpcio = {version = ">=1.44.0,<2.0.0", optional = true, markers = "extra == \"grpc\""} @@ -2946,11 +2949,11 @@ description = "Consume Server-Sent Event (SSE) messages with HTTPX." optional = false python-versions = ">=3.9" groups = ["main", "proxy-dev"] -markers = "python_version >= \"3.10\"" files = [ {file = "httpx_sse-0.4.3-py3-none-any.whl", hash = "sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc"}, {file = "httpx_sse-0.4.3.tar.gz", hash = "sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d"}, ] +markers = {main = "python_version >= \"3.10\" and (extra == \"proxy\" or extra == \"extra-proxy\")", proxy-dev = "python_version >= \"3.10\""} [[package]] name = "huey" @@ -3321,7 +3324,7 @@ files = [ [package.dependencies] attrs = ">=22.2.0" -jsonschema-specifications = ">=2023.03.6" +jsonschema-specifications = ">=2023.3.6" referencing = ">=0.28.4" rpds-py = ">=0.7.1" @@ -3598,15 +3601,15 @@ files = [ [[package]] name = "litellm-proxy-extras" -version = "0.4.63" +version = "0.4.64" description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package." optional = true python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8" groups = ["main"] markers = "extra == \"proxy\"" files = [ - {file = "litellm_proxy_extras-0.4.63-py3-none-any.whl", hash = "sha256:46ec50083832b6b5ead86e53003657e1a53dc27bd95cbdbaee9c1343726e3acb"}, - {file = "litellm_proxy_extras-0.4.63.tar.gz", hash = "sha256:7161b27c3b38a840c13bb113b733196efafe2bb4d2ba22c9bd6e359c4b753aa2"}, + {file = "litellm_proxy_extras-0.4.64-py3-none-any.whl", hash = "sha256:e10f1d4bbfa84ce709e5ef559c8345d5bbe56e206655a5328384af87a078be6d"}, + {file = "litellm_proxy_extras-0.4.64.tar.gz", hash = "sha256:cca35fd41fea914dc067641df14937ba9037fa50177f11351f8c61902a434e92"}, ] [[package]] @@ -4095,6 +4098,7 @@ files = [ {file = "msal-1.35.1-py3-none-any.whl", hash = "sha256:8f4e82f34b10c19e326ec69f44dc6b30171f2f7098f3720ea8a9f0c11832caa3"}, {file = "msal-1.35.1.tar.gz", hash = "sha256:70cac18ab80a053bff86219ba64cfe3da1f307c74b009e2da57ef040eb1b5656"}, ] +markers = {main = "extra == \"proxy\" or extra == \"extra-proxy\""} [package.dependencies] cryptography = ">=2.5,<49" @@ -4115,6 +4119,7 @@ files = [ {file = "msal_extensions-1.3.1-py3-none-any.whl", hash = "sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca"}, {file = "msal_extensions-1.3.1.tar.gz", hash = "sha256:c5b0fd10f65ef62b5f1d62f4251d51cbcaf003fcedae8c91b040a488614be1a4"}, ] +markers = {main = "extra == \"proxy\" or extra == \"extra-proxy\""} [package.dependencies] msal = ">=1.29,<2" @@ -4366,6 +4371,7 @@ files = [ {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"}, {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"}, ] +markers = {main = "extra == \"extra-proxy\""} [[package]] name = "numpy" @@ -4494,7 +4500,7 @@ files = [ {file = "opentelemetry_api-1.28.0-py3-none-any.whl", hash = "sha256:8457cd2c59ea1bd0988560f021656cecd254ad7ef6be4ba09dbefeca2409ce52"}, {file = "opentelemetry_api-1.28.0.tar.gz", hash = "sha256:578610bcb8aa5cdcb11169d136cc752958548fb6ccffb0969c1036b0ee9e5353"}, ] -markers = {main = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [package.dependencies] deprecated = ">=1.2.6" @@ -4600,7 +4606,7 @@ files = [ {file = "opentelemetry_sdk-1.28.0-py3-none-any.whl", hash = "sha256:4b37da81d7fad67f6683c4420288c97f4ed0d988845d5886435f428ec4b8429a"}, {file = "opentelemetry_sdk-1.28.0.tar.gz", hash = "sha256:41d5420b2e3fb7716ff4981b510d551eff1fc60eb5a95cf7335b31166812a893"}, ] -markers = {main = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [package.dependencies] opentelemetry-api = "1.28.0" @@ -4618,7 +4624,7 @@ files = [ {file = "opentelemetry_semantic_conventions-0.49b0-py3-none-any.whl", hash = "sha256:0458117f6ead0b12e3221813e3e511d85698c31901cac84682052adb9c17c7cd"}, {file = "opentelemetry_semantic_conventions-0.49b0.tar.gz", hash = "sha256:dbc7b28339e5390b6b28e022835f9bac4e134a80ebf640848306d3c5192557e8"}, ] -markers = {main = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [package.dependencies] deprecated = ">=1.2.6" @@ -5130,6 +5136,7 @@ files = [ {file = "prisma-0.11.0-py3-none-any.whl", hash = "sha256:22bb869e59a2968b99f3483bb417717273ffbc569fd1e9ceed95e5614cbaf53a"}, {file = "prisma-0.11.0.tar.gz", hash = "sha256:3f2f2fd2361e1ec5ff655f2a04c7860c2f2a5bc4c91f78ca9c5c6349735bf693"}, ] +markers = {main = "extra == \"extra-proxy\""} [package.dependencies] click = ">=7.1.2" @@ -5303,7 +5310,7 @@ files = [ {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"}, {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\"", proxy-dev = "python_version >= \"3.10\""} +markers = {main = "python_version < \"3.13\" and (extra == \"extra-proxy\" or extra == \"google\") or extra == \"google\" or extra == \"extra-proxy\"", proxy-dev = "python_version >= \"3.10\""} [package.dependencies] protobuf = ">=3.19.0,<7.0.0" @@ -5331,7 +5338,7 @@ files = [ {file = "protobuf-5.29.5-py3-none-any.whl", hash = "sha256:6cf42630262c59b2d8de33954443d94b746c952b01434fc58a417fdbd2e84bd5"}, {file = "protobuf-5.29.5.tar.gz", hash = "sha256:bc1463bafd4b0929216c35f437a8e28731a2b7fe3d98bb77a600efced5a15c84"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and (extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\") or extra == \"google\" or extra == \"extra-proxy\""} [[package]] name = "psutil" @@ -5491,7 +5498,7 @@ files = [ {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"}, {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\"", proxy-dev = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and (extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\") or extra == \"google\" or extra == \"extra-proxy\"", proxy-dev = "python_version >= \"3.10\""} [[package]] name = "pyasn1-modules" @@ -5504,7 +5511,7 @@ files = [ {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"}, {file = "pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6"}, ] -markers = {main = "extra == \"google\" or extra == \"extra-proxy\" or python_version >= \"3.10\"", proxy-dev = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and (extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\") or extra == \"google\" or extra == \"extra-proxy\"", proxy-dev = "python_version >= \"3.10\""} [package.dependencies] pyasn1 = ">=0.6.1,<0.7.0" @@ -5532,7 +5539,7 @@ files = [ {file = "pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934"}, {file = "pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2"}, ] -markers = {main = "(platform_python_implementation != \"PyPy\" or extra == \"proxy\") and implementation_name != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", proxy-dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""} +markers = {main = "(platform_python_implementation != \"PyPy\" or extra == \"proxy\") and implementation_name != \"PyPy\" and (python_version >= \"3.10\" or extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\") and (extra == \"proxy\" or extra == \"extra-proxy\" or extra == \"google\" or extra == \"mlflow\")", dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", proxy-dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""} [[package]] name = "pydantic" @@ -5755,6 +5762,7 @@ files = [ {file = "pyjwt-2.12.1-py3-none-any.whl", hash = "sha256:28ca37c070cad8ba8cd9790cd940535d40274d22f80ab87f3ac6a713e6e8454c"}, {file = "pyjwt-2.12.1.tar.gz", hash = "sha256:c74a7a2adf861c04d002db713dd85f84beb242228e671280bf709d765b03672b"}, ] +markers = {main = "extra == \"extra-proxy\" or extra == \"proxy\""} [package.dependencies] cryptography = {version = ">=3.4.0", optional = true, markers = "extra == \"crypto\""} @@ -6736,10 +6744,10 @@ files = [ ] [package.dependencies] -botocore = ">=1.37.4,<2.0a.0" +botocore = ">=1.37.4,<2.0a0" [package.extras] -crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"] +crt = ["botocore[crt] (>=1.37.4,<2.0a0)"] [[package]] name = "scikit-learn" @@ -6892,9 +6900,9 @@ tornado = ">=6.4.2,<7" urllib3 = ">=1.26,<3" [package.extras] -all = ["boto3 (>=1.34.98,<2)", "botocore (>=1.34.110,<2)", "cohere (>=5.9.4,<6.00)", "dagger-io (>=0.1.1) ; python_version >= \"3.11\"", "fastembed (>=0.3.0,<0.4) ; python_version < \"3.13\"", "google-cloud-aiplatform (>=1.45.0,<2)", "ipykernel (>=6.25.0,<7)", "llama-cpp-python (>=0.2.28,<0.2.86) ; python_version < \"3.13\"", "mistralai (>=0.0.12,<0.1.0)", "mypy (>=1.7.1,<2)", "ollama (>=0.1.7)", "pillow (>=10.2.0,<11.0.0) ; python_version < \"3.13\"", "pinecone[asyncio] (>=7.0.0,<8.0.0)", "psycopg[binary] (>=3.1.0,<4)", "pytest (>=8.2,<9.0)", "pytest-asyncio (>=0.24.0,<0.25)", "pytest-cov (>=4.1.0,<5)", "pytest-mock (>=3.12.0,<4)", "pytest-timeout", "pytest-xdist (>=3.5.0,<4)", "python-dotenv (>=1.0.0,<2)", "qdrant-client (>=1.11.1,<2)", "requests-mock (>=1.12.1,<2)", "ruff (>=0.11.2,<0.12)", "sentence-transformers (>=5.0.0) ; python_version < \"3.13\"", "tokenizers (>=0.19) ; python_version < \"3.13\"", "torch (>=2.6.0) ; python_version < \"3.13\"", "torchvision (>=0.17.0) ; python_version < \"3.13\"", "transformers (>=4.36.2) ; python_version < \"3.13\"", "types-pyyaml (>=6.0.12.12,<7)", "types-requests (>=2.31.0,<3)"] +all = ["boto3 (>=1.34.98,<2)", "botocore (>=1.34.110,<2)", "cohere (>=5.9.4,<6.0)", "dagger-io (>=0.1.1) ; python_version >= \"3.11\"", "fastembed (>=0.3.0,<0.4) ; python_version < \"3.13\"", "google-cloud-aiplatform (>=1.45.0,<2)", "ipykernel (>=6.25.0,<7)", "llama-cpp-python (>=0.2.28,<0.2.86) ; python_version < \"3.13\"", "mistralai (>=0.0.12,<0.1.0)", "mypy (>=1.7.1,<2)", "ollama (>=0.1.7)", "pillow (>=10.2.0,<11.0.0) ; python_version < \"3.13\"", "pinecone[asyncio] (>=7.0.0,<8.0.0)", "psycopg[binary] (>=3.1.0,<4)", "pytest (>=8.2,<9.0)", "pytest-asyncio (>=0.24.0,<0.25)", "pytest-cov (>=4.1.0,<5)", "pytest-mock (>=3.12.0,<4)", "pytest-timeout", "pytest-xdist (>=3.5.0,<4)", "python-dotenv (>=1.0.0,<2)", "qdrant-client (>=1.11.1,<2)", "requests-mock (>=1.12.1,<2)", "ruff (>=0.11.2,<0.12)", "sentence-transformers (>=5.0.0) ; python_version < \"3.13\"", "tokenizers (>=0.19) ; python_version < \"3.13\"", "torch (>=2.6.0) ; python_version < \"3.13\"", "torchvision (>=0.17.0) ; python_version < \"3.13\"", "transformers (>=4.36.2) ; python_version < \"3.13\"", "types-pyyaml (>=6.0.12.12,<7)", "types-requests (>=2.31.0,<3)"] bedrock = ["boto3 (>=1.34.98,<2)", "botocore (>=1.34.110,<2)"] -cohere = ["cohere (>=5.9.4,<6.00)"] +cohere = ["cohere (>=5.9.4,<6.0)"] dev = ["dagger-io (>=0.1.1) ; python_version >= \"3.11\"", "ipykernel (>=6.25.0,<7)", "mypy (>=1.7.1,<2)", "pytest (>=8.2,<9.0)", "pytest-asyncio (>=0.24.0,<0.25)", "pytest-cov (>=4.1.0,<5)", "pytest-mock (>=3.12.0,<4)", "pytest-timeout", "pytest-xdist (>=3.5.0,<4)", "python-dotenv (>=1.0.0,<2)", "requests-mock (>=1.12.1,<2)", "ruff (>=0.11.2,<0.12)", "types-pyyaml (>=6.0.12.12,<7)", "types-requests (>=2.31.0,<3)"] docs = ["pydoc-markdown (>=4.8.2) ; python_version < \"3.12\""] fastembed = ["fastembed (>=0.3.0,<0.4) ; python_version < \"3.13\""] @@ -7573,6 +7581,7 @@ files = [ {file = "tomlkit-0.13.3-py3-none-any.whl", hash = "sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0"}, {file = "tomlkit-0.13.3.tar.gz", hash = "sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1"}, ] +markers = {main = "extra == \"extra-proxy\""} [[package]] name = "tornado" @@ -8114,7 +8123,7 @@ files = [ {file = "wrapt-1.17.3-py3-none-any.whl", hash = "sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22"}, {file = "wrapt-1.17.3.tar.gz", hash = "sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0"}, ] -markers = {main = "python_version >= \"3.10\""} +markers = {main = "python_version >= \"3.10\" and extra == \"mlflow\""} [[package]] name = "wsproto" @@ -8309,4 +8318,4 @@ utils = ["numpydoc"] [metadata] lock-version = "2.1" python-versions = ">=3.9,<4.0" -content-hash = "9a2476d5f234f3ce45f399a77fb9e86bd0025e27e2bb905b0ecac7848c4a758c" +content-hash = "4964cafa67fee48aa1c7dd38ca08de20677b273d2b6faee2d6a264330f9099aa" From 61b295238b85a8ef1c7a1a3c5525ee31f7c3578a Mon Sep 17 00:00:00 2001 From: ishaan-berri <155045088+ishaan-berri@users.noreply.github.com> Date: Sat, 4 Apr 2026 16:44:02 -0700 Subject: [PATCH 55/63] cherry-pick: tag query fix + MCP metadata support (#25145) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * added support for metadata (#24261) * added support for metadata * fix: PR review - meta truthiness, BlobResourceContents mimeType, add Blob+empty meta tests Made-with: Cursor * pyproject to .25 * feat(teams): resolve access group models/MCPs/agents in team endpoints Add access_group_models, access_group_mcp_server_ids, and access_group_agent_ids to /team/info and /v2/team/list responses. These fields contain resources inherited from access groups, kept separate from direct assignments so the UI can distinguish the source. Backend: _resolve_access_group_resources() helper resolves access group resources via existing _get_*_from_access_groups() functions. UI: Teams table and detail view show direct models as blue badges and access-group-sourced models as green badges. * perf(teams): single-pass access group resolution + asyncio.gather in list endpoint - Fetch each access group object once and extract all 3 resource fields in a single pass instead of 3 separate calls (3N → N lookups) - Use asyncio.gather to resolve access groups across teams concurrently in list_team_v2 instead of sequential awaits - Add 5 unit tests for _resolve_access_group_resources * docs: add default_team_params to config reference and update examples - Add default_team_params to litellm_settings reference table in config_settings.md with all sub-fields documented - Update self_serve.md and msft_sso.md examples to include team_member_permissions, tpm_limit, and rpm_limit - Fix misleading comment that implied default_team_params only applies to SSO auto-created teams — it applies to all /team/new calls * docs: clarify that models sub-field only applies to SSO auto-created teams * fix: lazy import get_access_object to break cyclic import + short-circuit all-proxy-models display - Remove get_access_object from module-level import in team_endpoints.py and use a lazy _get_access_object wrapper to avoid cyclic dependency - Add _prisma_client is None early-exit guard in _resolve_access_group_resources - Short-circuit UI to show "All Proxy Models" when team.models is empty or contains "all-proxy-models", skipping access group model resolution * add: making organizations a select instead of read only badges * fix(ui): only send organization_id when changed and use raw initial value * fix(ui): add paginated team search to usage page filter Replace the static team dropdown on the usage page with a new TeamMultiSelect component that uses the paginated v2/team/list endpoint with debounced server-side search and infinite scroll. * fix(ui): fix imports and update placeholder for team multi select * fix(ui): wire team_id filter to key alias dropdown on Virtual Keys tab The Key Alias dropdown on the Virtual Keys page was showing aliases from all teams regardless of which team was selected. The team_id was never passed through the frontend chain to the backend /key/aliases endpoint. - Backend: add optional team_id query param to /key/aliases endpoint - networking.tsx: add team_id param to keyAliasesCall - useKeyAliases: accept and forward team_id to API call and query key - filter.tsx: pass allFilters context to custom filter components - PaginatedKeyAliasSelect: read Team ID from allFilters and pass to hook * fix(tests): correct mock targets in TestResolveAccessGroupResources Three tests were patching the non-existent `get_access_object` instead of `_get_access_object` (the lazy-import wrapper), causing AttributeError. Also added missing `prisma_client` mock so tests get past the early-exit guard and actually exercise the resolution logic. * fix: use direct attribute access with or [] fallback in _resolve_access_group_resources Replace getattr(ag, "field", []) with ag.field or [] for cleaner access and safe handling if a field is None. * fix(ui): remove model source legend from team detail view The blue/green color distinction is self-explanatory; the legend added visual clutter without providing enough value. * fix(ui): add missing access_group fields to TeamData.team_info type The TeamData interface was missing access_group_models, access_group_mcp_server_ids, and access_group_agent_ids fields, causing a TypeScript build failure. * perf(teams): batch-fetch access groups in single DB query Replace per-ID _resolve_access_group_resources loop with a single find_many call that deduplicates IDs across all teams. Removes the N+1 query pattern on cold cache for the team list endpoint. * refactor(proxy): extract helpers to fix PLR0915 violations Extract `_apply_non_admin_alias_scope` from `key_aliases`, `_resolve_team_access_group_resources` from `team_info`, and `_enforce_list_team_v2_access` from `list_team_v2` to bring each function under ruff's 50-statement limit. No behavior changes. * test(ui): update tests to match new team_id / access-group signatures - useKeyAliases, PaginatedKeyAliasSelect: add trailing `undefined` to spy matchers for the new `team_id` param on `useInfiniteKeyAliases` and `keyAliasesCall`. - EntityUsage: mock new `TeamMultiSelect` child so QueryClientProvider is not required for team-entity tests. - ModelsCell: replace the overflow-accordion test with one that verifies the new collapse-on-`all-proxy-models` behavior (no accordion, single badge). * fix(ui): send null (not '') for cleared organization_id on team update AntD