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34 changes: 21 additions & 13 deletions litellm/proxy/db/db_spend_update_writer.py
Original file line number Diff line number Diff line change
Expand Up @@ -123,6 +123,12 @@ class _SpendIncrement(TypedDict):
increment: ReadOnly[float]


class _MemberSpendRow(TypedDict):
user_id: ReadOnly[str]
team_id: ReadOnly[str]
cost: ReadOnly[float]


class _SpendBatch(Protocol):
litellm_usertable: BatchTable
litellm_verificationtoken: BatchTable
Expand Down Expand Up @@ -203,17 +209,22 @@ def _spend_update_tx(prisma_client: PrismaClient) -> _SpendTransactionManager:

# One statement adds every member's cost to their membership row. A missing row is created only
# while the user is still on the team's roster, so a spend flush landing after a removal never
# recreates the member.
# recreates the member. The rows travel as one JSON document, not as a numeric array: Prisma
# types a raw array parameter from the first batch a connection sees, so after an all-$0 batch
# (integers) every later fractional batch on that connection failed with "improper binary format".
_TEAM_MEMBER_SPEND_SQL: Final = """
INSERT INTO "LiteLLM_TeamMembership" (user_id, team_id, spend, total_spend)
SELECT p.user_id, p.team_id, p.cost, p.cost
FROM unnest($1::text[], $2::text[], $3::float8[]) AS p(user_id, team_id, cost)
SELECT member.user_id, member.team_id, member.cost, member.cost
FROM jsonb_to_recordset($1::jsonb) AS member(user_id text, team_id text, cost float8)
WHERE EXISTS (
SELECT 1 FROM "LiteLLM_TeamTable" t
WHERE t.team_id = p.team_id
AND t.members_with_roles @> jsonb_build_array(jsonb_build_object('user_id', p.user_id))
WHERE t.team_id = member.team_id
AND t.members_with_roles @> jsonb_build_array(jsonb_build_object('user_id', member.user_id))
)
OR EXISTS (
SELECT 1 FROM "LiteLLM_TeamMembership" m
WHERE m.user_id = member.user_id AND m.team_id = member.team_id
)
OR EXISTS (SELECT 1 FROM "LiteLLM_TeamMembership" m WHERE m.user_id = p.user_id AND m.team_id = p.team_id)
ON CONFLICT (user_id, team_id) DO UPDATE
SET spend = "LiteLLM_TeamMembership".spend + EXCLUDED.spend,
total_spend = "LiteLLM_TeamMembership".total_spend + EXCLUDED.total_spend
Expand All @@ -223,15 +234,12 @@ def _spend_update_tx(prisma_client: PrismaClient) -> _SpendTransactionManager:
async def _write_team_member_spend(transaction: _SpendTransaction, spend_by_member_key: Mapping[str, float]) -> None:
# key is "team_id::<value>::user_id::<value>"; locks are taken in sorted team_id order like the team endpoints
rows: Final = sorted((key.split("::")[1], key.split("::")[3], cost) for key, cost in spend_by_member_key.items())
team_ids: Final = tuple(team_id for team_id, _user_id, _cost in rows)
for team_id in dict.fromkeys(team_ids):
for team_id in dict.fromkeys(team_id for team_id, _user_id, _cost in rows):
_ = await transaction.execute_raw(_TEAM_ADVISORY_LOCK_SQL, team_id)
_ = await transaction.execute_raw(
_TEAM_MEMBER_SPEND_SQL,
tuple(user_id for _team_id, user_id, _cost in rows),
team_ids,
tuple(cost for _team_id, _user_id, cost in rows),
members: Final = tuple(
_MemberSpendRow(user_id=user_id, team_id=team_id, cost=cost) for team_id, user_id, cost in rows
)
_ = await transaction.execute_raw(_TEAM_MEMBER_SPEND_SQL, json.dumps(members))


def get_llm_router():
Expand Down
106 changes: 106 additions & 0 deletions tests/integration/spend/test_team_member_spend_flush.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,106 @@
"""Team member spend keeps landing after a flush in which every cost was a whole number.

The proxy runs on a one-connection pool so every spend flush reuses the same database
connection. A batch of $0 requests (a free model here) is the whole-number batch, and the
fractional batches that follow it must still land on that connection.

The $0 batch has to be flushed on its own before the paid request is sent. The spend log
row cannot prove that, since a separate monitor writes spend logs whenever they queue up,
but the daily user spend row is written by the flush cycle right after the member spend
statement, so its arrival means the whole-number batch has already been sent.
"""

from pathlib import Path
from typing import Final

import pytest
from integration._support.client import Gateway, eventually, string_value
from integration._support.database import read_rows
from integration._support.process import owned_proxy
from pydantic import JsonValue

SINGLE_CONNECTION_CONFIG: Final = """
model_list: []
general_settings:
master_key: os.environ/LITELLM_MASTER_KEY
database_url: os.environ/DATABASE_URL
store_model_in_db: true
proxy_batch_write_at: 1
proxy_batch_polling_interval: 1
database_connection_pool_limit: 1
router_settings:
disable_cooldowns: true
"""


def _member_row(team_id: str, user_id: str) -> list[dict[str, JsonValue]]:
return read_rows(
'SELECT spend, total_spend FROM "LiteLLM_TeamMembership" WHERE team_id=%s AND user_id=%s',
(team_id, user_id),
)


def _member_spend_is(rows: list[dict[str, JsonValue]], amount: float) -> bool:
return len(rows) == 1 and all(
float(str(rows[0][column])) == pytest.approx(amount) for column in ("spend", "total_spend")
)


def _daily_user_spend_rows(user_id: str) -> list[dict[str, JsonValue]]:
return read_rows('SELECT spend FROM "LiteLLM_DailyUserSpend" WHERE user_id=%s', (user_id,))


def _logged_spend(request_id: str) -> float:
rows: Final = eventually(
lambda: read_rows('SELECT spend FROM "LiteLLM_SpendLogs" WHERE request_id=%s', (request_id,)),
lambda found: len(found) == 1,
seconds=30,
)
return float(str(rows[0]["spend"]))


def _chat(gateway: Gateway, key: str, model: str) -> str:
response: Final = gateway.request(
"POST",
"/v1/chat/completions",
{"model": model, "messages": [{"role": "user", "content": "member spend control"}]},
key=key,
)
assert response.status_code == 200, response.text
return string_value(response.json()["id"])


def test_fractional_member_spend_lands_after_a_whole_number_flush_on_the_same_connection(
gateway: Gateway, tmp_path: Path
) -> None:
config: Final = tmp_path / "single_connection_proxy.yaml"
config.write_text(SINGLE_CONNECTION_CONFIG)
with owned_proxy(gateway, tmp_path, {}, config=config) as candidate, candidate.scenario() as scenario:
free: Final = scenario.model(input_cost_per_token=0, output_cost_per_token=0, num_retries=0)
paid: Final = scenario.model(input_cost_per_token=0.001, output_cost_per_token=0.002, num_retries=0)
team: Final = scenario.team(models=[free, paid])
first: Final = scenario.user()
second: Final = scenario.user()
candidate.post(
"/team/member_add",
{"team_id": team, "member": [{"role": "user", "user_id": first}, {"role": "user", "user_id": second}]},
)
first_key: Final = scenario.key(team_id=team, user_id=first)
second_key: Final = scenario.key(team_id=team, user_id=second)

_chat(candidate, first_key, free)
flushed: Final = eventually(lambda: _daily_user_spend_rows(first), lambda rows: len(rows) == 1, seconds=30)
assert float(str(flushed[0]["spend"])) == 0
assert _member_spend_is(_member_row(team, first), 0)

paid_spend: Final = _logged_spend(_chat(candidate, second_key, paid))
assert paid_spend > 0
eventually(lambda: _member_row(team, second), lambda rows: _member_spend_is(rows, paid_spend), seconds=30)

repeat_spend: Final = _logged_spend(_chat(candidate, first_key, paid))
eventually(lambda: _member_row(team, first), lambda rows: _member_spend_is(rows, repeat_spend), seconds=30)
eventually(
lambda: read_rows('SELECT spend FROM "LiteLLM_TeamTable" WHERE team_id=%s', (team,)),
lambda rows: float(str(rows[0]["spend"])) == pytest.approx(paid_spend + repeat_spend),
seconds=30,
)
12 changes: 6 additions & 6 deletions tests/test_litellm/proxy/db/test_db_spend_update_writer.py
Original file line number Diff line number Diff line change
Expand Up @@ -982,11 +982,11 @@ async def test_commit_spend_updates_to_db_writes_team_member_spend_in_one_roster
assert lock_statement is _TEAM_ADVISORY_LOCK_SQL
assert locked_team_id == team_id
assert "pg_advisory_xact_lock(hashtext($1))" in lock_statement
statement, user_ids, team_ids, costs = spend_call.args
statement, members = spend_call.args
assert statement is _TEAM_MEMBER_SPEND_SQL
assert (list(user_ids), list(team_ids), list(costs)) == ([user_id], [team_id], [response_cost])
assert json.loads(members) == [{"user_id": user_id, "team_id": team_id, "cost": response_cost}]
assert 'INSERT INTO "LiteLLM_TeamMembership"' in statement
assert "members_with_roles @> jsonb_build_array(jsonb_build_object('user_id', p.user_id))" in statement
assert "members_with_roles @> jsonb_build_array(jsonb_build_object('user_id', member.user_id))" in statement
assert "ON CONFLICT (user_id, team_id) DO UPDATE" in statement
assert 'spend = "LiteLLM_TeamMembership".spend + EXCLUDED.spend' in statement
assert 'total_spend = "LiteLLM_TeamMembership".total_spend + EXCLUDED.total_spend' in statement
Expand All @@ -995,7 +995,7 @@ async def test_commit_spend_updates_to_db_writes_team_member_spend_in_one_roster
@pytest.mark.asyncio
async def test_commit_spend_updates_to_db_orders_team_member_rows_by_team_then_user():
"""
The member spend statement touches rows in the order of its input arrays, so the batch
The member spend statement touches rows in the order of its input rows, so the batch
is handed over sorted by (team_id, user_id), with each cost kept next to its member, and
each distinct team is locked once, in `sorted(team_ids)` order, the order /team/delete
locks in, so a concurrent flush and delete cannot deadlock. `eng` and `eng2` pin that:
Expand All @@ -1022,13 +1022,13 @@ async def test_commit_spend_updates_to_db_orders_team_member_rows_by_team_then_u
)

*lock_calls, spend_call = mock_transaction.execute_raw.await_args_list
_statement, user_ids, team_ids, costs = spend_call.args
_statement, members = spend_call.args
assert [lock_call.args for lock_call in lock_calls] == [
(_TEAM_ADVISORY_LOCK_SQL, "eng"),
(_TEAM_ADVISORY_LOCK_SQL, "eng-b"),
(_TEAM_ADVISORY_LOCK_SQL, "eng2"),
]
assert list(zip(team_ids, user_ids, costs)) == [
assert [(row["team_id"], row["user_id"], row["cost"]) for row in json.loads(members)] == [
("eng", "user_x", 0.3),
("eng", "user_y", 0.2),
("eng-b", "user_x", 0.4),
Expand Down
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