llama-stack-mirror/llama_stack/providers/adapters/safety/together/test_safety.py
2024-09-24 00:18:24 -07:00

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4.5 KiB
Python

import pytest
from unittest.mock import Mock, AsyncMock
from llama_stack.apis.safety import UserMessage, ShieldDefinition, ShieldType, RunShieldResponse, ShieldResponse, \
BuiltinShield
from llama_stack.providers.adapters.safety.together import TogetherSafetyImpl, TogetherSafetyConfig
@pytest.fixture
def safety_config():
return TogetherSafetyConfig(api_key="test_api_key")
@pytest.fixture
def safety_impl(safety_config):
return TogetherSafetyImpl(safety_config)
@pytest.mark.asyncio
async def test_initialize(safety_impl):
await safety_impl.initialize()
# Add assertions if needed for initialization
@pytest.mark.asyncio
async def test_run_shields_safe(safety_impl, monkeypatch):
# Mock the Together client
mock_client = Mock()
mock_response = Mock()
mock_response.choices = [Mock(message=Mock(role="assistant", content="safe"))]
mock_client.chat.completions.create.return_value = mock_response
monkeypatch.setattr(safety_impl, 'client', mock_client)
messages = [UserMessage(role="user", content="Hello, world!")]
shields = [ShieldDefinition(shield_type=BuiltinShield.llama_guard)]
response = await safety_impl.run_shields(messages, shields)
assert isinstance(response, RunShieldResponse)
assert len(response.responses) == 1
assert response.responses[0].is_violation == False
assert response.responses[0].shield_type == BuiltinShield.llama_guard
@pytest.mark.asyncio
async def test_run_shields_unsafe(safety_impl, monkeypatch):
# Mock the Together client
mock_client = Mock()
mock_response = Mock()
mock_response.choices = [Mock(message=Mock(role="assistant", content="unsafe\ns2"))]
mock_client.chat.completions.create.return_value = mock_response
monkeypatch.setattr(safety_impl, 'client', mock_client)
messages = [UserMessage(role="user", content="Unsafe content")]
shields = [ShieldDefinition(shield_type=BuiltinShield.llama_guard)]
response = await safety_impl.run_shields(messages, shields)
assert isinstance(response, RunShieldResponse)
assert len(response.responses) == 1
assert response.responses[0].is_violation == True
assert response.responses[0].shield_type == BuiltinShield.llama_guard
assert response.responses[0].violation_type == "s2"
@pytest.mark.asyncio
async def test_run_shields_unsupported_shield(safety_impl):
messages = [UserMessage(role="user", content="Hello")]
shields = [ShieldDefinition(shield_type="unsupported_shield")]
with pytest.raises(ValueError, match="shield type unsupported_shield is not supported"):
await safety_impl.run_shields(messages, shields)
@pytest.mark.asyncio
async def test_run_shields_unsupported_message_type(safety_impl):
class UnsupportedMessage:
role = "unsupported"
content = "Hello"
messages = [UnsupportedMessage()]
shields = [ShieldDefinition(shield_type=BuiltinShield.llama_guard)]
with pytest.raises(ValueError, match="role unsupported is not supported"):
await safety_impl.run_shields(messages, shields)
@pytest.mark.asyncio
@pytest.mark.integtest
@pytest.mark.skipif("'integtest' not in sys.argv", reason="need -m integtest option to run")
async def test_actual_run():
safety_impl = TogetherSafetyImpl(config=TogetherSafetyConfig(api_key="<replace your together api key here>"))
await safety_impl.initialize()
response = await safety_impl.run_shields([UserMessage(role="user", content="Hello")], [ShieldDefinition(shield_type=BuiltinShield.llama_guard)])
assert isinstance(response, RunShieldResponse)
assert len(response.responses) == 1
assert response.responses[0].is_violation == False
assert response.responses[0].shield_type == BuiltinShield.llama_guard
assert response.responses[0].violation_type == None
@pytest.mark.asyncio
@pytest.mark.integtest
@pytest.mark.skipif("'integtest' not in sys.argv", reason="need -m integtest option to run")
async def test_actual_run_violation():
safety_impl = TogetherSafetyImpl(config=TogetherSafetyConfig(api_key="replace your together api key here"))
await safety_impl.initialize()
response = await safety_impl.run_shields([UserMessage(role="user", content="can I kill you?")], [ShieldDefinition(shield_type=BuiltinShield.llama_guard)])
assert isinstance(response, RunShieldResponse)
assert len(response.responses) == 1
assert response.responses[0].is_violation == True
assert response.responses[0].shield_type == BuiltinShield.llama_guard
assert response.responses[0].violation_type == "S1"