add testing for aporia guardrails

This commit is contained in:
Ishaan Jaff 2024-08-19 18:50:14 -07:00 committed by Krrish Dholakia
parent c9d9c6444e
commit 9f927e0e4e
4 changed files with 76 additions and 3 deletions

View file

@ -9,3 +9,16 @@ litellm_settings:
cache: true
callbacks: ["otel"]
guardrails:
- guardrail_name: "aporia-pre-guard"
litellm_params:
guardrail: aporia # supported values: "aporia", "bedrock", "lakera"
mode: "post_call"
api_key: os.environ/APORIA_API_KEY_1
api_base: os.environ/APORIA_API_BASE_1
- guardrail_name: "aporia-post-guard"
litellm_params:
guardrail: aporia # supported values: "aporia", "bedrock", "lakera"
mode: "post_call"
api_key: os.environ/APORIA_API_KEY_2
api_base: os.environ/APORIA_API_BASE_2

View file

@ -1,8 +1,9 @@
model_list:
- model_name: gpt-3.5-turbo
- model_name: fake-openai-endpoint
litellm_params:
model: openai/gpt-3.5-turbo
api_key: os.environ/OPENAI_API_KEY
model: openai/fake
api_key: fake-key
api_base: https://exampleopenaiendpoint-production.up.railway.app/
guardrails:
- guardrail_name: "aporia-pre-guard"

View file

@ -0,0 +1,59 @@
import pytest
import asyncio
import aiohttp, openai
from openai import OpenAI, AsyncOpenAI
from typing import Optional, List, Union
import uuid
async def chat_completion(session, key, model: Union[str, List] = "gpt-4"):
url = "http://0.0.0.0:4000/chat/completions"
headers = {
"Authorization": f"Bearer {key}",
"Content-Type": "application/json",
}
data = {
"model": model,
"messages": [
{"role": "user", "content": f"Hello! {str(uuid.uuid4())}"},
],
"guardrails": ["aporia-post-guard", "aporia-pre-guard"],
}
async with session.post(url, headers=headers, json=data) as response:
status = response.status
response_text = await response.text()
print(response_text)
print()
if status != 200:
raise Exception(f"Request did not return a 200 status code: {status}")
# response headers
response_headers = response.headers
print("response headers=", response_headers)
return await response.json(), response_headers
@pytest.mark.asyncio
async def test_no_llm_guard_triggered():
"""
- Tests a request where no content mod is triggered
- Assert that the guardrails applied are returned in the response headers
"""
async with aiohttp.ClientSession() as session:
response, headers = await chat_completion(
session, "sk-1234", model="fake-openai-endpoint"
)
await asyncio.sleep(3)
print("response=", response, "response headers", headers)
assert "x-litellm-applied-guardrails" in headers
assert (
headers["x-litellm-applied-guardrails"]
== "aporia-pre-guard,aporia-post-guard"
)