mirror of
https://github.com/meta-llama/llama-stack.git
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ffedb81c11
* Significantly simpler and malleable test setup * convert memory tests * refactor fixtures and add support for composable fixtures * Fix memory to use the newer fixture organization * Get agents tests working * Safety tests work * yet another refactor to make this more general now it accepts --inference-model, --safety-model options also * get multiple providers working for meta-reference (for inference + safety) * Add README.md --------- Co-authored-by: Ashwin Bharambe <ashwin@meta.com>
90 lines
2.7 KiB
Python
90 lines
2.7 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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import pytest
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import pytest_asyncio
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from llama_stack.distribution.datatypes import Api, Provider
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from llama_stack.providers.adapters.safety.together import TogetherSafetyConfig
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from llama_stack.providers.impls.meta_reference.safety import (
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LlamaGuardShieldConfig,
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SafetyConfig,
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)
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from llama_stack.providers.tests.resolver import resolve_impls_for_test_v2
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from ..conftest import ProviderFixture
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from ..env import get_env_or_fail
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@pytest.fixture(scope="session")
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def safety_model(request):
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if hasattr(request, "param"):
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return request.param
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return request.config.getoption("--safety-model", None)
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@pytest.fixture(scope="session")
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def safety_meta_reference(safety_model) -> ProviderFixture:
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return ProviderFixture(
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providers=[
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Provider(
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provider_id="meta-reference",
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provider_type="meta-reference",
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config=SafetyConfig(
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llama_guard_shield=LlamaGuardShieldConfig(
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model=safety_model,
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),
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).model_dump(),
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)
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],
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)
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@pytest.fixture(scope="session")
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def safety_together() -> ProviderFixture:
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return ProviderFixture(
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providers=[
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Provider(
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provider_id="together",
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provider_type="remote::together",
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config=TogetherSafetyConfig().model_dump(),
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)
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],
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provider_data=dict(
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together_api_key=get_env_or_fail("TOGETHER_API_KEY"),
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),
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)
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SAFETY_FIXTURES = ["meta_reference", "together"]
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@pytest_asyncio.fixture(scope="session")
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async def safety_stack(inference_model, safety_model, request):
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# We need an inference + safety fixture to test safety
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fixture_dict = request.param
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inference_fixture = request.getfixturevalue(
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f"inference_{fixture_dict['inference']}"
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)
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safety_fixture = request.getfixturevalue(f"safety_{fixture_dict['safety']}")
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providers = {
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"inference": inference_fixture.providers,
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"safety": safety_fixture.providers,
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}
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provider_data = {}
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if inference_fixture.provider_data:
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provider_data.update(inference_fixture.provider_data)
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if safety_fixture.provider_data:
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provider_data.update(safety_fixture.provider_data)
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impls = await resolve_impls_for_test_v2(
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[Api.safety, Api.shields, Api.inference],
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providers,
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provider_data,
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)
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return impls[Api.safety], impls[Api.shields]
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