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https://github.com/meta-llama/llama-stack.git
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c1f7ba3aed
Splits the meta-reference safety implementation into three distinct providers: - inline::llama-guard - inline::prompt-guard - inline::code-scanner Note that this PR is a backward incompatible change to the llama stack server. I have added deprecation_error field to ProviderSpec -- the server reads it and immediately barfs. This is used to direct the user with a specific message on what action to perform. An automagical "config upgrade" is a bit too much work to implement right now :/ (Note that we will be gradually prefixing all inline providers with inline:: -- I am only doing this for this set of new providers because otherwise existing configuration files will break even more badly.)
108 lines
2.8 KiB
Python
108 lines
2.8 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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from ..conftest import get_provider_fixture_overrides
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from ..inference.fixtures import INFERENCE_FIXTURES
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from .fixtures import SAFETY_FIXTURES
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DEFAULT_PROVIDER_COMBINATIONS = [
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pytest.param(
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{
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"inference": "meta_reference",
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"safety": "llama_guard",
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},
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id="meta_reference",
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marks=pytest.mark.meta_reference,
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),
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pytest.param(
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{
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"inference": "ollama",
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"safety": "llama_guard",
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},
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id="ollama",
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marks=pytest.mark.ollama,
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),
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pytest.param(
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{
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"inference": "together",
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"safety": "llama_guard",
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},
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id="together",
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marks=pytest.mark.together,
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),
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pytest.param(
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{
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"inference": "bedrock",
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"safety": "bedrock",
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},
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id="bedrock",
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marks=pytest.mark.bedrock,
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),
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pytest.param(
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{
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"inference": "remote",
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"safety": "remote",
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},
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id="remote",
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marks=pytest.mark.remote,
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),
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]
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def pytest_configure(config):
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for mark in ["meta_reference", "ollama", "together", "remote", "bedrock"]:
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config.addinivalue_line(
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"markers",
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f"{mark}: marks tests as {mark} specific",
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)
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def pytest_addoption(parser):
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parser.addoption(
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"--safety-model",
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action="store",
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default=None,
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help="Specify the safety model to use for testing",
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)
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SAFETY_MODEL_PARAMS = [
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pytest.param("Llama-Guard-3-1B", marks=pytest.mark.guard_1b, id="guard_1b"),
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]
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def pytest_generate_tests(metafunc):
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# We use this method to make sure we have built-in simple combos for safety tests
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# But a user can also pass in a custom combination via the CLI by doing
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# `--providers inference=together,safety=meta_reference`
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if "safety_model" in metafunc.fixturenames:
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model = metafunc.config.getoption("--safety-model")
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if model:
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params = [pytest.param(model, id="")]
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else:
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params = SAFETY_MODEL_PARAMS
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for fixture in ["inference_model", "safety_model"]:
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metafunc.parametrize(
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fixture,
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params,
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indirect=True,
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)
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if "safety_stack" in metafunc.fixturenames:
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available_fixtures = {
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"inference": INFERENCE_FIXTURES,
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"safety": SAFETY_FIXTURES,
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}
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combinations = (
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get_provider_fixture_overrides(metafunc.config, available_fixtures)
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or DEFAULT_PROVIDER_COMBINATIONS
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)
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metafunc.parametrize("safety_stack", combinations, indirect=True)
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