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https://github.com/meta-llama/llama-stack.git
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12947ac19e
# What does this PR do? This PR kills the notion of "pure passthrough" remote providers. You cannot specify a single provider you must specify a whole distribution (stack) as remote. This PR also significantly fixes / upgrades testing infrastructure so you can now test against a remotely hosted stack server by just doing ```bash pytest -s -v -m remote test_agents.py \ --inference-model=Llama3.1-8B-Instruct --safety-shield=Llama-Guard-3-1B \ --env REMOTE_STACK_URL=http://localhost:5001 ``` Also fixed `test_agents_persistence.py` (which was broken) and killed some deprecated testing functions. ## Test Plan All the tests.
125 lines
3.6 KiB
Python
125 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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from ..conftest import get_provider_fixture_overrides
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from ..inference.fixtures import INFERENCE_FIXTURES
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from ..memory.fixtures import MEMORY_FIXTURES
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from ..safety.fixtures import SAFETY_FIXTURES, safety_model_from_shield
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from .fixtures import AGENTS_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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"memory": "faiss",
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"agents": "meta_reference",
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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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"memory": "faiss",
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"agents": "meta_reference",
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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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# make this work with Weaviate which is what the together distro supports
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"memory": "faiss",
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"agents": "meta_reference",
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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": "fireworks",
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"safety": "llama_guard",
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"memory": "faiss",
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"agents": "meta_reference",
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},
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id="fireworks",
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marks=pytest.mark.fireworks,
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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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"memory": "remote",
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"agents": "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", "fireworks", "remote"]:
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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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"--inference-model",
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action="store",
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default="Llama3.1-8B-Instruct",
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help="Specify the inference model to use for testing",
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)
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parser.addoption(
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"--safety-shield",
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action="store",
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default="Llama-Guard-3-8B",
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help="Specify the safety shield to use for testing",
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)
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def pytest_generate_tests(metafunc):
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shield_id = metafunc.config.getoption("--safety-shield")
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if "safety_shield" in metafunc.fixturenames:
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metafunc.parametrize(
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"safety_shield",
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[pytest.param(shield_id, id="")],
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indirect=True,
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)
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if "inference_model" in metafunc.fixturenames:
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inference_model = metafunc.config.getoption("--inference-model")
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models = set({inference_model})
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if safety_model := safety_model_from_shield(shield_id):
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models.add(safety_model)
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metafunc.parametrize(
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"inference_model",
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[pytest.param(list(models), id="")],
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indirect=True,
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)
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if "agents_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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"memory": MEMORY_FIXTURES,
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"agents": AGENTS_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("agents_stack", combinations, indirect=True)
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