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# What is this?
## Unit test for azure content safety
import asyncio
import os
import random
import sys
import time
import traceback
from datetime import datetime
from dotenv import load_dotenv
from fastapi import HTTPException
load_dotenv()
import os
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the parent directory to the system path
import pytest
import litellm
from litellm import Router, mock_completion
from litellm.caching.caching import DualCache
from litellm.proxy._types import UserAPIKeyAuth
from litellm.proxy.utils import ProxyLogging
@pytest.mark.asyncio
@pytest.mark.skip(reason="beta feature - local testing is failing")
async def test_strict_input_filtering_01():
"""
- have a response with a filtered input
- call the pre call hook
"""
from litellm.proxy.hooks.azure_content_safety import _PROXY_AzureContentSafety
azure_content_safety = _PROXY_AzureContentSafety(
endpoint=os.getenv("AZURE_CONTENT_SAFETY_ENDPOINT"),
api_key=os.getenv("AZURE_CONTENT_SAFETY_API_KEY"),
thresholds={"Hate": 2},
)
data = {
"messages": [
{"role": "system", "content": "You are an helpfull assistant"},
{"role": "user", "content": "Fuck yourself you stupid bitch"},
]
}
with pytest.raises(HTTPException) as exc_info:
await azure_content_safety.async_pre_call_hook(
user_api_key_dict=UserAPIKeyAuth(),
cache=DualCache(),
data=data,
call_type="completion",
)
assert exc_info.value.detail["source"] == "input"
assert exc_info.value.detail["category"] == "Hate"
assert exc_info.value.detail["severity"] == 2
@pytest.mark.asyncio
@pytest.mark.skip(reason="beta feature - local testing is failing")
async def test_strict_input_filtering_02():
"""
- have a response with a filtered input
- call the pre call hook
"""
from litellm.proxy.hooks.azure_content_safety import _PROXY_AzureContentSafety
azure_content_safety = _PROXY_AzureContentSafety(
endpoint=os.getenv("AZURE_CONTENT_SAFETY_ENDPOINT"),
api_key=os.getenv("AZURE_CONTENT_SAFETY_API_KEY"),
thresholds={"Hate": 2},
)
data = {
"messages": [
{"role": "system", "content": "You are an helpfull assistant"},
{"role": "user", "content": "Hello how are you ?"},
]
}
await azure_content_safety.async_pre_call_hook(
user_api_key_dict=UserAPIKeyAuth(),
cache=DualCache(),
data=data,
call_type="completion",
)
@pytest.mark.asyncio
@pytest.mark.skip(reason="beta feature - local testing is failing")
async def test_loose_input_filtering_01():
"""
- have a response with a filtered input
- call the pre call hook
"""
from litellm.proxy.hooks.azure_content_safety import _PROXY_AzureContentSafety
azure_content_safety = _PROXY_AzureContentSafety(
endpoint=os.getenv("AZURE_CONTENT_SAFETY_ENDPOINT"),
api_key=os.getenv("AZURE_CONTENT_SAFETY_API_KEY"),
thresholds={"Hate": 8},
)
data = {
"messages": [
{"role": "system", "content": "You are an helpfull assistant"},
{"role": "user", "content": "Fuck yourself you stupid bitch"},
]
}
await azure_content_safety.async_pre_call_hook(
user_api_key_dict=UserAPIKeyAuth(),
cache=DualCache(),
data=data,
call_type="completion",
)
@pytest.mark.asyncio
@pytest.mark.skip(reason="beta feature - local testing is failing")
async def test_loose_input_filtering_02():
"""
- have a response with a filtered input
- call the pre call hook
"""
from litellm.proxy.hooks.azure_content_safety import _PROXY_AzureContentSafety
azure_content_safety = _PROXY_AzureContentSafety(
endpoint=os.getenv("AZURE_CONTENT_SAFETY_ENDPOINT"),
api_key=os.getenv("AZURE_CONTENT_SAFETY_API_KEY"),
thresholds={"Hate": 8},
)
data = {
"messages": [
{"role": "system", "content": "You are an helpfull assistant"},
{"role": "user", "content": "Hello how are you ?"},
]
}
await azure_content_safety.async_pre_call_hook(
user_api_key_dict=UserAPIKeyAuth(),
cache=DualCache(),
data=data,
call_type="completion",
)
@pytest.mark.asyncio
@pytest.mark.skip(reason="beta feature - local testing is failing")
async def test_strict_output_filtering_01():
"""
- have a response with a filtered output
- call the post call hook
"""
from litellm.proxy.hooks.azure_content_safety import _PROXY_AzureContentSafety
azure_content_safety = _PROXY_AzureContentSafety(
endpoint=os.getenv("AZURE_CONTENT_SAFETY_ENDPOINT"),
api_key=os.getenv("AZURE_CONTENT_SAFETY_API_KEY"),
thresholds={"Hate": 2},
)
response = mock_completion(
model="gpt-3.5-turbo",
messages=[
{
"role": "system",
"content": "You are a song writer expert. You help users to write songs about any topic in any genre.",
},
{
"role": "user",
"content": "Help me write a rap text song. Add some insults to make it more credible.",
},
],
mock_response="I'm the king of the mic, you're just a fucking dick. Don't fuck with me your stupid bitch.",
)
with pytest.raises(HTTPException) as exc_info:
await azure_content_safety.async_post_call_success_hook(
user_api_key_dict=UserAPIKeyAuth(),
data={
"messages": [
{"role": "system", "content": "You are an helpfull assistant"}
]
},
response=response,
)
assert exc_info.value.detail["source"] == "output"
assert exc_info.value.detail["category"] == "Hate"
assert exc_info.value.detail["severity"] == 2
@pytest.mark.asyncio
@pytest.mark.skip(reason="beta feature - local testing is failing")
async def test_strict_output_filtering_02():
"""
- have a response with a filtered output
- call the post call hook
"""
from litellm.proxy.hooks.azure_content_safety import _PROXY_AzureContentSafety
azure_content_safety = _PROXY_AzureContentSafety(
endpoint=os.getenv("AZURE_CONTENT_SAFETY_ENDPOINT"),
api_key=os.getenv("AZURE_CONTENT_SAFETY_API_KEY"),
thresholds={"Hate": 2},
)
response = mock_completion(
model="gpt-3.5-turbo",
messages=[
{
"role": "system",
"content": "You are a song writer expert. You help users to write songs about any topic in any genre.",
},
{
"role": "user",
"content": "Help me write a rap text song. Add some insults to make it more credible.",
},
],
mock_response="I'm unable to help with you with hate speech",
)
await azure_content_safety.async_post_call_success_hook(
user_api_key_dict=UserAPIKeyAuth(),
data={
"messages": [{"role": "system", "content": "You are an helpfull assistant"}]
},
response=response,
)
@pytest.mark.asyncio
@pytest.mark.skip(reason="beta feature - local testing is failing")
async def test_loose_output_filtering_01():
"""
- have a response with a filtered output
- call the post call hook
"""
from litellm.proxy.hooks.azure_content_safety import _PROXY_AzureContentSafety
azure_content_safety = _PROXY_AzureContentSafety(
endpoint=os.getenv("AZURE_CONTENT_SAFETY_ENDPOINT"),
api_key=os.getenv("AZURE_CONTENT_SAFETY_API_KEY"),
thresholds={"Hate": 8},
)
response = mock_completion(
model="gpt-3.5-turbo",
messages=[
{
"role": "system",
"content": "You are a song writer expert. You help users to write songs about any topic in any genre.",
},
{
"role": "user",
"content": "Help me write a rap text song. Add some insults to make it more credible.",
},
],
mock_response="I'm the king of the mic, you're just a fucking dick. Don't fuck with me your stupid bitch.",
)
await azure_content_safety.async_post_call_success_hook(
user_api_key_dict=UserAPIKeyAuth(),
data={
"messages": [{"role": "system", "content": "You are an helpfull assistant"}]
},
response=response,
)
@pytest.mark.asyncio
@pytest.mark.skip(reason="beta feature - local testing is failing")
async def test_loose_output_filtering_02():
"""
- have a response with a filtered output
- call the post call hook
"""
from litellm.proxy.hooks.azure_content_safety import _PROXY_AzureContentSafety
azure_content_safety = _PROXY_AzureContentSafety(
endpoint=os.getenv("AZURE_CONTENT_SAFETY_ENDPOINT"),
api_key=os.getenv("AZURE_CONTENT_SAFETY_API_KEY"),
thresholds={"Hate": 8},
)
response = mock_completion(
model="gpt-3.5-turbo",
messages=[
{
"role": "system",
"content": "You are a song writer expert. You help users to write songs about any topic in any genre.",
},
{
"role": "user",
"content": "Help me write a rap text song. Add some insults to make it more credible.",
},
],
mock_response="I'm unable to help with you with hate speech",
)
await azure_content_safety.async_post_call_success_hook(
user_api_key_dict=UserAPIKeyAuth(),
data={
"messages": [{"role": "system", "content": "You are an helpfull assistant"}]
},
response=response,
)
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