test(test_jwt.py): add testing to make sure user api key auth returns the expected values

This commit is contained in:
Krrish Dholakia 2024-04-11 20:18:55 -07:00
parent 67b5634417
commit 77097f8e7d
3 changed files with 189 additions and 4 deletions

View file

@ -40,7 +40,7 @@ general_settings:
allow_user_auth: true
alerting: ["slack"]
# store_model_in_db: True // set via environment variable - os.environ["STORE_MODEL_IN_DB"] = "True"
# proxy_batch_write_at: 60 # 👈 Frequency of batch writing logs to server (in seconds)
proxy_batch_write_at: 5 # 👈 Frequency of batch writing logs to server (in seconds)
enable_jwt_auth: True
alerting: ["slack"]
litellm_jwtauth:

View file

@ -514,6 +514,7 @@ async def user_api_key_auth(
team_rpm_limit=team_object.rpm_limit,
team_models=team_object.models,
user_role="app_owner",
user_id=user_id,
)
#### ELSE ####
if master_key is None:
@ -1341,8 +1342,6 @@ async def update_database(
existing_token_obj = await user_api_key_cache.async_get_cache(
key=hashed_token
)
if existing_token_obj is None:
return
existing_user_obj = await user_api_key_cache.async_get_cache(key=user_id)
if existing_user_obj is not None and isinstance(existing_user_obj, dict):
existing_user_obj = LiteLLM_UserTable(**existing_user_obj)
@ -1364,7 +1363,9 @@ async def update_database(
if end_user_id is not None:
prisma_client.end_user_list_transactons[end_user_id] = (
response_cost
+ prisma_client.user_list_transactons.get(end_user_id, 0)
+ prisma_client.end_user_list_transactons.get(
end_user_id, 0
)
)
elif custom_db_client is not None:
for id in user_ids:

View file

@ -345,3 +345,187 @@ async def test_team_token_output(prisma_client):
assert team_result.team_tpm_limit == 100
assert team_result.team_rpm_limit == 99
assert team_result.team_models == ["gpt-3.5-turbo", "gpt-4"]
@pytest.mark.asyncio
async def test_user_token_output(prisma_client):
"""
- If user required, check if it exists
- fail initial request (when user doesn't exist)
- create user
- retry -> it should pass now
"""
import jwt, json
from cryptography.hazmat.primitives import serialization
from cryptography.hazmat.primitives.asymmetric import rsa
from cryptography.hazmat.backends import default_backend
from fastapi import Request
from starlette.datastructures import URL
from litellm.proxy.proxy_server import user_api_key_auth, new_team, new_user
from litellm.proxy._types import NewTeamRequest, UserAPIKeyAuth, NewUserRequest
import litellm
import uuid
setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
await litellm.proxy.proxy_server.prisma_client.connect()
# Generate a private / public key pair using RSA algorithm
key = rsa.generate_private_key(
public_exponent=65537, key_size=2048, backend=default_backend()
)
# Get private key in PEM format
private_key = key.private_bytes(
encoding=serialization.Encoding.PEM,
format=serialization.PrivateFormat.PKCS8,
encryption_algorithm=serialization.NoEncryption(),
)
# Get public key in PEM format
public_key = key.public_key().public_bytes(
encoding=serialization.Encoding.PEM,
format=serialization.PublicFormat.SubjectPublicKeyInfo,
)
public_key_obj = serialization.load_pem_public_key(
public_key, backend=default_backend()
)
# Convert RSA public key object to JWK (JSON Web Key)
public_jwk = json.loads(jwt.algorithms.RSAAlgorithm.to_jwk(public_key_obj))
assert isinstance(public_jwk, dict)
# set cache
cache = DualCache()
await cache.async_set_cache(key="litellm_jwt_auth_keys", value=[public_jwk])
jwt_handler = JWTHandler()
jwt_handler.user_api_key_cache = cache
jwt_handler.litellm_jwtauth = LiteLLM_JWTAuth()
jwt_handler.litellm_jwtauth.user_id_jwt_field = "sub"
# VALID TOKEN
## GENERATE A TOKEN
# Assuming the current time is in UTC
expiration_time = int((datetime.utcnow() + timedelta(minutes=10)).timestamp())
team_id = f"team123_{uuid.uuid4()}"
user_id = f"user123_{uuid.uuid4()}"
payload = {
"sub": user_id,
"exp": expiration_time, # set the token to expire in 10 minutes
"scope": "litellm_team",
"client_id": team_id,
}
# Generate the JWT token
# But before, you should convert bytes to string
private_key_str = private_key.decode("utf-8")
## team token
token = jwt.encode(payload, private_key_str, algorithm="RS256")
## admin token
payload = {
"sub": user_id,
"exp": expiration_time, # set the token to expire in 10 minutes
"scope": "litellm_proxy_admin",
}
admin_token = jwt.encode(payload, private_key_str, algorithm="RS256")
## VERIFY IT WORKS
# verify token
response = await jwt_handler.auth_jwt(token=token)
## RUN IT THROUGH USER API KEY AUTH
"""
- 1. Initial call should fail -> team doesn't exist
- 2. Create team via admin token
- 3. 2nd call w/ same team -> call should fail -> user doesn't exist
- 4. Create user via admin token
- 5. 3rd call w/ same team, same user -> call should succeed
- 6. assert user api key auth format
"""
bearer_token = "Bearer " + token
request = Request(scope={"type": "http"})
request._url = URL(url="/chat/completions")
## 1. INITIAL TEAM CALL - should fail
# use generated key to auth in
setattr(litellm.proxy.proxy_server, "general_settings", {"enable_jwt_auth": True})
setattr(litellm.proxy.proxy_server, "jwt_handler", jwt_handler)
try:
result = await user_api_key_auth(request=request, api_key=bearer_token)
pytest.fail("Team doesn't exist. This should fail")
except Exception as e:
pass
## 2. CREATE TEAM W/ ADMIN TOKEN - should succeed
try:
bearer_token = "Bearer " + admin_token
request._url = URL(url="/team/new")
result = await user_api_key_auth(request=request, api_key=bearer_token)
await new_team(
data=NewTeamRequest(
team_id=team_id,
tpm_limit=100,
rpm_limit=99,
models=["gpt-3.5-turbo", "gpt-4"],
),
user_api_key_dict=result,
)
except Exception as e:
pytest.fail(f"This should not fail - {str(e)}")
## 3. 2nd CALL W/ TEAM TOKEN - should fail
bearer_token = "Bearer " + token
request._url = URL(url="/chat/completions")
try:
team_result: UserAPIKeyAuth = await user_api_key_auth(
request=request, api_key=bearer_token
)
pytest.fail(f"User doesn't exist. this should fail")
except Exception as e:
pass
## 4. Create user
try:
bearer_token = "Bearer " + admin_token
request._url = URL(url="/team/new")
result = await user_api_key_auth(request=request, api_key=bearer_token)
await new_user(
data=NewUserRequest(
user_id=user_id,
),
)
except Exception as e:
pytest.fail(f"This should not fail - {str(e)}")
## 5. 3rd call w/ same team, same user -> call should succeed
bearer_token = "Bearer " + token
request._url = URL(url="/chat/completions")
try:
team_result: UserAPIKeyAuth = await user_api_key_auth(
request=request, api_key=bearer_token
)
except Exception as e:
pytest.fail(f"Team exists. This should not fail - {e}")
## 6. ASSERT USER_API_KEY_AUTH format (used for tpm/rpm limiting in parallel_request_limiter.py AND cost tracking)
assert team_result.team_tpm_limit == 100
assert team_result.team_rpm_limit == 99
assert team_result.team_models == ["gpt-3.5-turbo", "gpt-4"]
assert team_result.user_id == user_id