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import asyncio
import copy
import json
import os
import sys
from unittest.mock import MagicMock, patch
import pytest
from fastapi import Request
from litellm.proxy._types import UserAPIKeyAuth
from litellm.proxy.litellm_pre_call_utils import (
_get_enforced_params,
add_litellm_data_to_request,
check_if_token_is_service_account,
)
sys.path.insert(
0, os.path.abspath("../../..")
) # Adds the parent directory to the system path
def test_check_if_token_is_service_account():
"""
Test that only keys with `service_account_id` in metadata are considered service accounts
"""
# Test case 1: Service account token
service_account_token = UserAPIKeyAuth(
api_key="test-key", metadata={"service_account_id": "test-service-account"}
)
assert check_if_token_is_service_account(service_account_token) == True
# Test case 2: Regular user token
regular_token = UserAPIKeyAuth(api_key="test-key", metadata={})
assert check_if_token_is_service_account(regular_token) == False
# Test case 3: Token with other metadata
other_metadata_token = UserAPIKeyAuth(
api_key="test-key", metadata={"user_id": "test-user"}
)
assert check_if_token_is_service_account(other_metadata_token) == False
def test_get_enforced_params_for_service_account_settings():
"""
Test that service account enforced params are only added to service account keys
"""
service_account_token = UserAPIKeyAuth(
api_key="test-key", metadata={"service_account_id": "test-service-account"}
)
general_settings_with_service_account_settings = {
"service_account_settings": {"enforced_params": ["metadata.service"]},
}
result = _get_enforced_params(
general_settings=general_settings_with_service_account_settings,
user_api_key_dict=service_account_token,
)
assert result == ["metadata.service"]
regular_token = UserAPIKeyAuth(
api_key="test-key", metadata={"enforced_params": ["user"]}
)
result = _get_enforced_params(
general_settings=general_settings_with_service_account_settings,
user_api_key_dict=regular_token,
)
assert result == ["user"]
@pytest.mark.parametrize(
"general_settings, user_api_key_dict, expected_enforced_params",
[
(
{"enforced_params": ["param1", "param2"]},
UserAPIKeyAuth(
api_key="test_api_key", user_id="test_user_id", org_id="test_org_id"
),
["param1", "param2"],
),
(
{"service_account_settings": {"enforced_params": ["param1", "param2"]}},
UserAPIKeyAuth(
api_key="test_api_key",
user_id="test_user_id",
org_id="test_org_id",
metadata={"service_account_id": "test_service_account_id"},
),
["param1", "param2"],
),
(
{"service_account_settings": {"enforced_params": ["param1", "param2"]}},
UserAPIKeyAuth(
api_key="test_api_key",
metadata={
"enforced_params": ["param3", "param4"],
"service_account_id": "test_service_account_id",
},
),
["param1", "param2", "param3", "param4"],
),
],
)
def test_get_enforced_params(
general_settings, user_api_key_dict, expected_enforced_params
):
from litellm.proxy.litellm_pre_call_utils import _get_enforced_params
enforced_params = _get_enforced_params(general_settings, user_api_key_dict)
assert enforced_params == expected_enforced_params
@pytest.mark.asyncio
async def test_add_litellm_data_to_request_parses_string_metadata():
from litellm.proxy.litellm_pre_call_utils import add_litellm_data_to_request
# Setup
request_mock = MagicMock(spec=Request)
request_mock.url.path = "/v1/completions"
request_mock.url = MagicMock()
request_mock.url.__str__.return_value = "http://localhost/v1/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"
# Simulate data with stringified metadata
fake_metadata = {"generation_name": "gen123"}
data = {"metadata": json.dumps(fake_metadata), "model": "gpt-3.5-turbo"}
user_api_key_dict = UserAPIKeyAuth(
api_key="hashed-key",
metadata={},
team_metadata={},
spend=0.0,
max_budget=100.0,
model_max_budget={}, # this one can be a dict
team_spend=0.0,
team_max_budget=200.0,
)
# Call
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",
)
# Assert
litellm_metadata = updated_data.get("metadata", {})
assert isinstance(litellm_metadata, dict)
assert updated_data["metadata"]["generation_name"] == "gen123"
@pytest.mark.asyncio
async def test_add_litellm_data_to_request_audio_transcription_multipart():
from litellm.proxy.litellm_pre_call_utils import add_litellm_data_to_request
# Setup request mock for /v1/audio/transcriptions
request_mock = MagicMock(spec=Request)
request_mock.url.path = "/v1/audio/transcriptions"
request_mock.url = MagicMock()
request_mock.url.__str__.return_value = "http://localhost/v1/audio/transcriptions"
request_mock.method = "POST"
request_mock.query_params = {}
request_mock.headers = {
"Content-Type": "multipart/form-data",
"Authorization": "Bearer sk-1234",
}
request_mock.client = MagicMock()
request_mock.client.host = "127.0.0.1"
# Simulate multipart data (metadata as string)
metadata_dict = {
"tags": ["jobID:214590dsff09fds", "taskName:run_page_classification"]
}
stringified_metadata = json.dumps(metadata_dict)
data = {
"model": "fake-openai-endpoint",
"metadata": stringified_metadata, # Simulating multipart-form field
"file": b"Fake audio bytes",
}
user_api_key_dict = UserAPIKeyAuth(
api_key="hashed-key",
metadata={},
team_metadata={},
spend=0.0,
max_budget=100.0,
model_max_budget={},
team_spend=0.0,
team_max_budget=200.0,
)
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",
)
# Assert metadata was parsed correctly
metadata_field = updated_data.get("metadata", {})
litellm_metadata = updated_data.get("litellm_metadata", {})
assert isinstance(metadata_field, dict)
assert "tags" in metadata_field
assert metadata_field["tags"] == [
"jobID:214590dsff09fds",
"taskName:run_page_classification",
]
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