forked from phoenix-oss/llama-stack-mirror
d800a16acd
* init * working bedrock tests * bedrock test for inference fixes * use env vars for bedrock guardrail vars * add register in meta reference * use correct shield impl in meta ref * dont add together fixture * right naming * minor updates * improved registration flow * address feedback --------- Co-authored-by: Dinesh Yeduguru <dineshyv@fb.com>
118 lines
3.6 KiB
Python
118 lines
3.6 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.apis.shields import ShieldType
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from llama_stack.distribution.datatypes import Api, Provider
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from llama_stack.providers.inline.safety.meta_reference import (
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LlamaGuardShieldConfig,
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SafetyConfig,
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)
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from llama_stack.providers.remote.safety.bedrock import BedrockSafetyConfig
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from llama_stack.providers.tests.env import get_env_or_fail
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from llama_stack.providers.tests.resolver import resolve_impls_for_test_v2
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from ..conftest import ProviderFixture, remote_stack_fixture
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@pytest.fixture(scope="session")
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def safety_remote() -> ProviderFixture:
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return remote_stack_fixture()
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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_bedrock() -> ProviderFixture:
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return ProviderFixture(
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providers=[
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Provider(
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provider_id="bedrock",
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provider_type="remote::bedrock",
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config=BedrockSafetyConfig().model_dump(),
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)
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],
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)
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SAFETY_FIXTURES = ["meta_reference", "bedrock", "remote"]
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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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safety_impl = impls[Api.safety]
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shields_impl = impls[Api.shields]
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# Register the appropriate shield based on provider type
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provider_type = safety_fixture.providers[0].provider_type
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shield_config = {}
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shield_type = ShieldType.llama_guard
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identifier = "llama_guard"
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if provider_type == "meta-reference":
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shield_config["model"] = safety_model
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elif provider_type == "remote::together":
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shield_config["model"] = safety_model
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elif provider_type == "remote::bedrock":
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identifier = get_env_or_fail("BEDROCK_GUARDRAIL_IDENTIFIER")
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shield_config["guardrailVersion"] = get_env_or_fail("BEDROCK_GUARDRAIL_VERSION")
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shield_type = ShieldType.generic_content_shield
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shield = await shields_impl.register_shield(
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shield_id=identifier,
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shield_type=shield_type,
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params=shield_config,
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)
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return safety_impl, shields_impl, shield
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