fix(proxy_server.py): allow passing in a list of team members

allows batch adding members to a team by passing in a list. fixes concurrency issue caused by calling team/member_add in parallel

litellm/proxy/_types.py

@@ -757,9 +757,24 @@ class GlobalEndUsersSpend(LiteLLMBase):
 
 class TeamMemberAddRequest(LiteLLMBase):
     team_id: str
-    member: Member
+    member: Union[List[Member], Member]
     max_budget_in_team: Optional[float] = None  # Users max budget within the team
 
+    def __init__(self, **data):
+        member_data = data.get("member")
+        if isinstance(member_data, list):
+            # If member is a list of dictionaries, convert each dictionary to a Member object
+            members = [Member(**item) for item in member_data]
+            # Replace member_data with the list of Member objects
+            data["member"] = members
+        elif isinstance(member_data, dict):
+            # If member is a dictionary, convert it to a single Member object
+            member = Member(**member_data)
+            # Replace member_data with the single Member object
+            data["member"] = member
+        # Call the superclass __init__ method to initialize the object
+        super().__init__(**data)
+
 
 class TeamMemberDeleteRequest(LiteLLMBase):
     team_id: str

litellm/proxy/management_helpers/utils.py

@@ -0,0 +1,63 @@
+# What is this?
+## Helper utils for the management endpoints (keys/users/teams)
+
+from litellm.proxy._types import LiteLLM_TeamTable, Member, UserAPIKeyAuth
+from litellm.proxy.utils import PrismaClient
+import uuid
+from typing import Optional
+
+
+async def add_new_member(
+    new_member: Member,
+    max_budget_in_team: Optional[float],
+    prisma_client: PrismaClient,
+    team_id: str,
+    user_api_key_dict: UserAPIKeyAuth,
+    litellm_proxy_admin_name: str,
+):
+    """
+    Add a new member to a team
+
+    - add team id to user table
+    - add team member w/ budget to team member table
+    """
+    ## ADD TEAM ID, to USER TABLE IF NEW ##
+    if new_member.user_id is not None:
+        await prisma_client.db.litellm_usertable.update(
+            where={"user_id": new_member.user_id},
+            data={"teams": {"push": [team_id]}},
+        )
+    elif new_member.user_email is not None:
+        user_data = {"user_id": str(uuid.uuid4()), "user_email": new_member.user_email}
+        ## user email is not unique acc. to prisma schema -> future improvement
+        ### for now: check if it exists in db, if not - insert it
+        existing_user_row = await prisma_client.get_data(
+            key_val={"user_email": new_member.user_email},
+            table_name="user",
+            query_type="find_all",
+        )
+        if existing_user_row is None or (
+            isinstance(existing_user_row, list) and len(existing_user_row) == 0
+        ):
+
+            await prisma_client.insert_data(data=user_data, table_name="user")
+
+    # Check if trying to set a budget for team member
+    if max_budget_in_team is not None and new_member.user_id is not None:
+        # create a new budget item for this member
+        response = await prisma_client.db.litellm_budgettable.create(
+            data={
+                "max_budget": max_budget_in_team,
+                "created_by": user_api_key_dict.user_id or litellm_proxy_admin_name,
+                "updated_by": user_api_key_dict.user_id or litellm_proxy_admin_name,
+            }
+        )
+
+        _budget_id = response.budget_id
+        await prisma_client.db.litellm_teammembership.create(
+            data={
+                "team_id": team_id,
+                "user_id": new_member.user_id,
+                "budget_id": _budget_id,
+            }
+        )

litellm/proxy/proxy_server.py

@@ -90,6 +90,7 @@ from litellm.types.llms.openai import (
     HttpxBinaryResponseContent,
 )
 from litellm.proxy.litellm_pre_call_utils import add_litellm_data_to_request
+from litellm.proxy.management_helpers.utils import add_new_member
 from litellm.proxy.utils import (
     PrismaClient,
     DBClient,
@@ -10159,10 +10160,12 @@ async def team_member_add(
         raise HTTPException(status_code=400, detail={"error": "No team id passed in"})
 
     if data.member is None:
-        raise HTTPException(status_code=400, detail={"error": "No member passed in"})
+        raise HTTPException(
+            status_code=400, detail={"error": "No member/members passed in"}
+        )
 
-    existing_team_row = await prisma_client.get_data(  # type: ignore
+    existing_team_row = await prisma_client.db.litellm_teamtable.find_unique(
-        team_id=data.team_id, table_name="team", query_type="find_unique"
+        where={"team_id": data.team_id}
     )
     if existing_team_row is None:
         raise HTTPException(
@@ -10172,75 +10175,52 @@ async def team_member_add(
             },
         )
 
+    complete_team_data = LiteLLM_TeamTable(**existing_team_row.model_dump())
+
+    if isinstance(data.member, Member):
+        # add to team db
         new_member = data.member
 
-    existing_team_row.members_with_roles.append(new_member)
+        complete_team_data.members_with_roles.append(new_member)
 
-    complete_team_data = LiteLLM_TeamTable(
+    elif isinstance(data.member, List):
-        **_get_pydantic_json_dict(existing_team_row),
+        # add to team db
+        new_members = data.member
+
+        complete_team_data.members_with_roles.extend(new_members)
+
+        # ADD MEMBER TO TEAM
+        _db_team_members = [
+            m.model_dump() for m in complete_team_data.members_with_roles
+        ]
+    updated_team = await prisma_client.db.litellm_teamtable.update(
+        where={"team_id": data.team_id},
+        data={"members_with_roles": json.dumps(_db_team_members)},  # type: ignore
     )
 
-    team_row = await prisma_client.update_data(
+    if isinstance(data.member, Member):
-        update_key_values=complete_team_data.json(exclude_none=True),
+        await add_new_member(
-        data=complete_team_data.json(exclude_none=True),
+            new_member=data.member,
-        table_name="team",
+            max_budget_in_team=data.max_budget_in_team,
+            prisma_client=prisma_client,
+            user_api_key_dict=user_api_key_dict,
+            litellm_proxy_admin_name=litellm_proxy_admin_name,
             team_id=data.team_id,
         )
-
+    elif isinstance(data.member, List):
-    ## ADD USER, IF NEW ##
+        tasks: List = []
-    user_data = {  # type: ignore
+        for m in data.member:
-        "teams": [team_row["team_id"]],
+            await add_new_member(
-        "models": team_row["data"].models,
+                new_member=m,
-    }
+                max_budget_in_team=data.max_budget_in_team,
-    if new_member.user_id is not None:
+                prisma_client=prisma_client,
-        user_data["user_id"] = new_member.user_id  # type: ignore
+                user_api_key_dict=user_api_key_dict,
-        await prisma_client.update_data(
+                litellm_proxy_admin_name=litellm_proxy_admin_name,
-            user_id=new_member.user_id,
+                team_id=data.team_id,
-            data=user_data,
-            update_key_values_custom_query={
-                "teams": {
-                    "push": [team_row["team_id"]],
-                }
-            },
-            table_name="user",
             )
-    elif new_member.user_email is not None:
+        await asyncio.gather(*tasks)
-        user_data["user_id"] = str(uuid.uuid4())
-        user_data["user_email"] = new_member.user_email
-        ## user email is not unique acc. to prisma schema -> future improvement
-        ### for now: check if it exists in db, if not - insert it
-        existing_user_row = await prisma_client.get_data(
-            key_val={"user_email": new_member.user_email},
-            table_name="user",
-            query_type="find_all",
-        )
-        if existing_user_row is None or (
-            isinstance(existing_user_row, list) and len(existing_user_row) == 0
-        ):
 
-            await prisma_client.insert_data(data=user_data, table_name="user")
+    return updated_team
-
-    # Check if trying to set a budget for team member
-    if data.max_budget_in_team is not None and new_member.user_id is not None:
-        # create a new budget item for this member
-        response = await prisma_client.db.litellm_budgettable.create(
-            data={
-                "max_budget": data.max_budget_in_team,
-                "created_by": user_api_key_dict.user_id or litellm_proxy_admin_name,
-                "updated_by": user_api_key_dict.user_id or litellm_proxy_admin_name,
-            }
-        )
-
-        _budget_id = response.budget_id
-        await prisma_client.db.litellm_teammembership.create(
-            data={
-                "team_id": data.team_id,
-                "user_id": new_member.user_id,
-                "budget_id": _budget_id,
-            }
-        )
-
-    return team_row
 
 
 @router.post(

litellm/proxy/schema.prisma

@@ -91,7 +91,7 @@ model LiteLLM_TeamTable {
     updated_at    DateTime               @default(now()) @updatedAt @map("updated_at")
     model_spend      Json @default("{}")
     model_max_budget Json @default("{}")
-    model_id Int? @unique
+    model_id Int? @unique // id for LiteLLM_ModelTable -> stores team-level model aliases
     litellm_organization_table LiteLLM_OrganizationTable?   @relation(fields: [organization_id], references: [organization_id])
     litellm_model_table LiteLLM_ModelTable? @relation(fields: [model_id], references: [id])
 }

schema.prisma

@@ -91,7 +91,7 @@ model LiteLLM_TeamTable {
     updated_at    DateTime               @default(now()) @updatedAt @map("updated_at")
     model_spend      Json @default("{}")
     model_max_budget Json @default("{}")
-    model_id Int? @unique
+    model_id Int? @unique // id for LiteLLM_ModelTable -> stores team-level model aliases
     litellm_organization_table LiteLLM_OrganizationTable?   @relation(fields: [organization_id], references: [organization_id])
     litellm_model_table LiteLLM_ModelTable? @relation(fields: [model_id], references: [id])
 }

tests/test_team.py

@@ -49,7 +49,7 @@ async def new_user(
 
 
 async def add_member(
-    session, i, team_id, user_id=None, user_email=None, max_budget=None
+    session, i, team_id, user_id=None, user_email=None, max_budget=None, members=None
 ):
     url = "http://0.0.0.0:4000/team/member_add"
     headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
@@ -58,10 +58,13 @@ async def add_member(
         data["member"]["user_email"] = user_email
     elif user_id is not None:
         data["member"]["user_id"] = user_id
+    elif members is not None:
+        data["member"] = members
 
     if max_budget is not None:
         data["max_budget_in_team"] = max_budget
 
+    print("sent data: {}".format(data))
     async with session.post(url, headers=headers, json=data) as response:
         status = response.status
         response_text = await response.text()
@@ -339,7 +342,7 @@ async def test_team_info():
 async def test_team_update_sc_2():
     """
     - Create team
-    - Add 1 user (doesn't exist in db)
+    - Add 3 users (doesn't exist in db)
     - Change team alias
     - Check if it works
     - Assert team object unchanged besides team alias
@@ -353,15 +356,20 @@ async def test_team_update_sc_2():
             {"role": "admin", "user_id": admin_user},
         ]
         team_data = await new_team(session=session, i=0, member_list=member_list)
-        ## Create new normal user
+        ## Create 10 normal users
-        new_normal_user = f"krrish_{uuid.uuid4()}@berri.ai"
+        members = [
+            {"role": "user", "user_id": f"krrish_{uuid.uuid4()}@berri.ai"}
+            for _ in range(10)
+        ]
         await add_member(
-            session=session,
+            session=session, i=0, team_id=team_data["team_id"], members=members
-            i=0,
-            team_id=team_data["team_id"],
-            user_id=None,
-            user_email=new_normal_user,
         )
+        ## ASSERT TEAM SIZE
+        team_info = await get_team_info(
+            session=session, get_team=team_data["team_id"], call_key="sk-1234"
+        )
+
+        assert len(team_info["team_info"]["members_with_roles"]) == 12
 
         ## CHANGE TEAM ALIAS