llama-stack-mirror/llama_stack/providers/tests/safety/fixtures.py

77 lines
2.2 KiB
Python

# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
import pytest
import pytest_asyncio
from llama_stack.distribution.datatypes import Api, Provider
from llama_stack.providers.inline.meta_reference.safety import (
LlamaGuardShieldConfig,
SafetyConfig,
)
from llama_stack.providers.tests.resolver import resolve_impls_for_test_v2
from ..conftest import ProviderFixture, remote_stack_fixture
@pytest.fixture(scope="session")
def safety_remote() -> ProviderFixture:
return remote_stack_fixture()
@pytest.fixture(scope="session")
def safety_model(request):
if hasattr(request, "param"):
return request.param
return request.config.getoption("--safety-model", None)
@pytest.fixture(scope="session")
def safety_meta_reference(safety_model) -> ProviderFixture:
return ProviderFixture(
providers=[
Provider(
provider_id="meta-reference",
provider_type="meta-reference",
config=SafetyConfig(
llama_guard_shield=LlamaGuardShieldConfig(
model=safety_model,
),
).model_dump(),
)
],
)
SAFETY_FIXTURES = ["meta_reference", "remote"]
@pytest_asyncio.fixture(scope="session")
async def safety_stack(inference_model, safety_model, request):
# We need an inference + safety fixture to test safety
fixture_dict = request.param
inference_fixture = request.getfixturevalue(
f"inference_{fixture_dict['inference']}"
)
safety_fixture = request.getfixturevalue(f"safety_{fixture_dict['safety']}")
providers = {
"inference": inference_fixture.providers,
"safety": safety_fixture.providers,
}
provider_data = {}
if inference_fixture.provider_data:
provider_data.update(inference_fixture.provider_data)
if safety_fixture.provider_data:
provider_data.update(safety_fixture.provider_data)
impls = await resolve_impls_for_test_v2(
[Api.safety, Api.shields, Api.inference],
providers,
provider_data,
)
return impls[Api.safety], impls[Api.shields]