llama-stack/llama_stack/providers/tests/safety/conftest.py
2025-02-20 09:15:23 -08:00

96 lines
2.7 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
from ..conftest import get_provider_fixture_overrides
from ..inference.fixtures import INFERENCE_FIXTURES
from .fixtures import SAFETY_FIXTURES
DEFAULT_PROVIDER_COMBINATIONS = [
pytest.param(
{
"inference": "meta_reference",
"safety": "llama_guard",
},
id="meta_reference",
marks=pytest.mark.meta_reference,
),
pytest.param(
{
"inference": "ollama",
"safety": "llama_guard",
},
id="ollama",
marks=pytest.mark.ollama,
),
pytest.param(
{
"inference": "together",
"safety": "llama_guard",
},
id="together",
marks=pytest.mark.together,
),
pytest.param(
{
"inference": "bedrock",
"safety": "bedrock",
},
id="bedrock",
marks=pytest.mark.bedrock,
),
pytest.param(
{
"inference": "remote",
"safety": "remote",
},
id="remote",
marks=pytest.mark.remote,
),
]
def pytest_configure(config):
for mark in ["meta_reference", "ollama", "together", "remote", "bedrock"]:
config.addinivalue_line(
"markers",
f"{mark}: marks tests as {mark} specific",
)
SAFETY_SHIELD_PARAMS = [
pytest.param("meta-llama/Llama-Guard-3-1B", marks=pytest.mark.guard_1b, id="guard_1b"),
]
def pytest_generate_tests(metafunc):
# We use this method to make sure we have built-in simple combos for safety tests
# But a user can also pass in a custom combination via the CLI by doing
# `--providers inference=together,safety=meta_reference`
if "safety_shield" in metafunc.fixturenames:
shield_id = metafunc.config.getoption("--safety-shield")
if shield_id:
params = [pytest.param(shield_id, id="")]
else:
params = SAFETY_SHIELD_PARAMS
for fixture in ["inference_model", "safety_shield"]:
metafunc.parametrize(
fixture,
params,
indirect=True,
)
if "safety_stack" in metafunc.fixturenames:
available_fixtures = {
"inference": INFERENCE_FIXTURES,
"safety": SAFETY_FIXTURES,
}
combinations = (
get_provider_fixture_overrides(metafunc.config, available_fixtures) or DEFAULT_PROVIDER_COMBINATIONS
)
metafunc.parametrize("safety_stack", combinations, indirect=True)