litellm/tests/otel_tests/test_e2e_model_access.py
ryan-crabbe-berri b76def0e5d
test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769)
`pytest.raises(Exception)` with no `match=` passes on any error that broad. A
TypeError from a refactor, a botched fixture, an import that moved: all of them
read as the rejection the test claims to police, so the test goes green for the
wrong reason and stays green after the behaviour it guards is gone.

PT011 closes that gap for the 317 sites B017 could not reach, because B017 only
fires on a single-statement body with no `as e` binding. Each pattern here is the
message the code actually raised, recorded by running the sites under a plugin
that logged the concrete type and text per call site, so the assertions describe
observed behaviour rather than a guess. Where a site raises more than one message
across its parametrize cases, the pattern is an alternation of what was seen;
where the exception carries an empty `str()` and puts the text on `.message`, the
site keeps a narrow `noqa` with the reason.

PT014 removes four parametrize cases that were listed twice. The duplicate re-runs
an assertion that already passed, and it usually marks a case someone meant to
vary and forgot to edit.
2026-08-20 20:24:49 -07:00

305 lines
11 KiB
Python

import pytest
import asyncio
import aiohttp
import json
from httpx import AsyncClient
from openai import PermissionDeniedError
from typing import Any, Optional, List, Literal
# The proxy strips client-supplied `mock_response` unless the calling key or
# team has this admin-metadata flag set. See `_UNTRUSTED_ROOT_CONTROL_FIELDS`
# in litellm/proxy/litellm_pre_call_utils.py.
_ALLOW_CLIENT_MOCK_METADATA = {"allow_client_mock_response": True}
async def generate_key(
session, models: Optional[List[str]] = None, team_id: Optional[str] = None
):
"""Helper function to generate a key with specific model access controls"""
url = "http://0.0.0.0:4000/key/generate"
headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
data: dict = {"metadata": dict(_ALLOW_CLIENT_MOCK_METADATA)}
if models is not None:
data["models"] = models
if team_id is not None:
data["team_id"] = team_id
async with session.post(url, headers=headers, json=data) as response:
return await response.json()
async def generate_team(session, models: Optional[List[str]] = None):
"""Helper function to generate a team with specific model access"""
url = "http://0.0.0.0:4000/team/new"
headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
data: dict = {"metadata": dict(_ALLOW_CLIENT_MOCK_METADATA)}
if models is not None:
data["models"] = models
async with session.post(url, headers=headers, json=data) as response:
return await response.json()
async def mock_chat_completion(session, key: str, model: str):
"""Make a chat completion request using OpenAI SDK"""
from openai import AsyncOpenAI
from litellm._uuid import uuid
client = AsyncOpenAI(api_key=key, base_url="http://0.0.0.0:4000/v1")
response = await client.chat.completions.create(
model=model,
messages=[{"role": "user", "content": f"Say hello! {uuid.uuid4()}"}],
extra_body={
"mock_response": "mock_response",
},
)
return response
@pytest.mark.parametrize(
"key_models, test_model, expect_success",
[
(["openai/*"], "anthropic/claude-2", False), # Non-matching model
(["gpt-5.5"], "gpt-5.5", True), # Exact model match
(["bedrock/*"], "bedrock/anthropic.claude-3", True), # Bedrock wildcard
(["bedrock/anthropic.*"], "bedrock/anthropic.claude-3", True), # Pattern match
(["bedrock/anthropic.*"], "bedrock/amazon.titan", False), # Pattern non-match
(None, "gpt-5.5", True), # No model restrictions
([], "gpt-5.5", True), # Empty model list
],
)
@pytest.mark.asyncio
async def test_model_access_patterns(key_models, test_model, expect_success):
"""
Test model access patterns for API keys:
1. Create key with specific model access pattern
2. Attempt to make completion with test model
3. Verify access is granted/denied as expected
"""
async with aiohttp.ClientSession() as session:
# Generate key with specified model access
key_gen = await generate_key(session=session, models=key_models)
key = key_gen["key"]
try:
response = await mock_chat_completion(
session=session,
key=key,
model=test_model,
)
if not expect_success:
pytest.fail(f"Expected request to fail for model {test_model}")
assert (
response is not None
), "Should get valid response when access is allowed"
except Exception as e:
if expect_success:
pytest.fail(f"Expected request to succeed but got error: {e}")
_error_body = e.body
# Assert error structure and values
assert _error_body["type"] == "key_model_access_denied"
assert _error_body["param"] == "model"
assert _error_body["code"] == "403"
assert "key not allowed to access model" in _error_body["message"]
@pytest.mark.asyncio
async def test_model_access_update():
"""
Test updating model access for an existing key:
1. Create key with restricted model access
2. Verify access patterns
3. Update key with new model access
4. Verify new access patterns
"""
client = AsyncClient(base_url="http://0.0.0.0:4000")
headers = {"Authorization": "Bearer sk-1234"}
# Create initial key with restricted access
response = await client.post(
"/key/generate",
json={
"models": ["openai/gpt-5.5"],
"metadata": dict(_ALLOW_CLIENT_MOCK_METADATA),
},
headers=headers,
)
assert response.status_code == 200
key_data = response.json()
key = key_data["key"]
# Test initial access
async with aiohttp.ClientSession() as session:
# Should work with gpt-5.5
await mock_chat_completion(session=session, key=key, model="openai/gpt-5.5")
# Should fail with gpt-5-mini
with pytest.raises(PermissionDeniedError) as exc_info:
await mock_chat_completion(
session=session, key=key, model="openai/gpt-5-mini"
)
_validate_model_access_exception(
exc_info.value, expected_type="key_model_access_denied"
)
# Update key with new model access
response = await client.post(
"/key/update", json={"key": key, "models": ["openai/*"]}, headers=headers
)
assert response.status_code == 200
# Test updated access
async with aiohttp.ClientSession() as session:
# Both models should now work
await mock_chat_completion(session=session, key=key, model="openai/gpt-5.5")
await mock_chat_completion(
session=session, key=key, model="openai/gpt-5-mini"
)
# Non-OpenAI model should still fail
with pytest.raises(PermissionDeniedError) as exc_info:
await mock_chat_completion(
session=session, key=key, model="anthropic/claude-2"
)
_validate_model_access_exception(
exc_info.value, expected_type="key_model_access_denied"
)
@pytest.mark.parametrize(
"team_models, test_model, expect_success",
[
(["openai/*"], "anthropic/claude-2", False), # Non-matching model
],
)
@pytest.mark.asyncio
async def test_team_model_access_patterns(team_models, test_model, expect_success):
"""
Test model access patterns for team-based API keys:
1. Create team with specific model access pattern
2. Generate key for that team
3. Attempt to make completion with test model
4. Verify access is granted/denied as expected
"""
client = AsyncClient(base_url="http://0.0.0.0:4000")
headers = {"Authorization": "Bearer sk-1234"}
async with aiohttp.ClientSession() as session:
try:
team_gen = await generate_team(session=session, models=team_models)
print("created team", team_gen)
team_id = team_gen["team_id"]
key_gen = await generate_key(session=session, team_id=team_id)
print("created key", key_gen)
key = key_gen["key"]
response = await mock_chat_completion(
session=session,
key=key,
model=test_model,
)
if not expect_success:
pytest.fail(f"Expected request to fail for model {test_model}")
assert (
response is not None
), "Should get valid response when access is allowed"
except Exception as e:
if expect_success:
pytest.fail(f"Expected request to succeed but got error: {e}")
_validate_model_access_exception(
e, expected_type="team_model_access_denied"
)
@pytest.mark.asyncio
async def test_team_model_access_update():
"""
Test updating model access for a team:
1. Create team with restricted model access
2. Verify access patterns
3. Update team with new model access
4. Verify new access patterns
"""
client = AsyncClient(base_url="http://0.0.0.0:4000")
headers = {"Authorization": "Bearer sk-1234"}
# Create initial team with restricted access
response = await client.post(
"/team/new",
json={
"models": ["openai/gpt-5.5"],
"name": "test-team",
"metadata": dict(_ALLOW_CLIENT_MOCK_METADATA),
},
headers=headers,
)
assert response.status_code == 200
team_data = response.json()
team_id = team_data["team_id"]
# Generate a key for this team
response = await client.post(
"/key/generate",
json={
"team_id": team_id,
"metadata": dict(_ALLOW_CLIENT_MOCK_METADATA),
},
headers=headers,
)
assert response.status_code == 200
key = response.json()["key"]
# Test initial access
async with aiohttp.ClientSession() as session:
# Should work with gpt-5.5
await mock_chat_completion(session=session, key=key, model="openai/gpt-5.5")
# Should fail with gpt-5-mini
with pytest.raises(PermissionDeniedError) as exc_info:
await mock_chat_completion(
session=session, key=key, model="openai/gpt-5-mini"
)
_validate_model_access_exception(
exc_info.value, expected_type="team_model_access_denied"
)
# Update team with new model access
response = await client.post(
"/team/update",
json={"team_id": team_id, "models": ["openai/*"]},
headers=headers,
)
assert response.status_code == 200
# Test updated access
async with aiohttp.ClientSession() as session:
# Both models should now work
await mock_chat_completion(session=session, key=key, model="openai/gpt-5.5")
await mock_chat_completion(
session=session, key=key, model="openai/gpt-5-mini"
)
# Non-OpenAI model should still fail
with pytest.raises(PermissionDeniedError) as exc_info:
await mock_chat_completion(
session=session, key=key, model="anthropic/claude-2"
)
_validate_model_access_exception(
exc_info.value, expected_type="team_model_access_denied"
)
def _validate_model_access_exception(
e: Exception,
expected_type: Literal["key_model_access_denied", "team_model_access_denied"],
):
_error_body = e.body
# Assert error structure and values
assert _error_body["type"] == expected_type
assert _error_body["param"] == "model"
assert _error_body["code"] == "403"
if expected_type == "key_model_access_denied":
assert "key not allowed to access model" in _error_body["message"]
elif expected_type == "team_model_access_denied":
assert "eam not allowed to access model" in _error_body["message"]