forked from phoenix-oss/llama-stack-mirror
96e158eaac
This PR does the following: 1) adds the ability to generate embeddings in all supported inference providers. 2) Moves all the memory providers to use the inference API and improved the memory tests to setup the inference stack correctly and use the embedding models This is a merge from #589 and #598
95 lines
2.5 KiB
Python
95 lines
2.5 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 MEMORY_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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"memory": "faiss",
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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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"memory": "pgvector",
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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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"memory": "chroma",
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},
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id="chroma",
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marks=pytest.mark.chroma,
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),
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pytest.param(
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{
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"inference": "bedrock",
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"memory": "qdrant",
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},
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id="qdrant",
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marks=pytest.mark.qdrant,
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),
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pytest.param(
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{
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"inference": "fireworks",
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"memory": "weaviate",
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},
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id="weaviate",
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marks=pytest.mark.weaviate,
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),
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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=None,
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help="Specify the inference model to use for testing",
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)
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def pytest_configure(config):
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for fixture_name in MEMORY_FIXTURES:
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config.addinivalue_line(
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"markers",
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f"{fixture_name}: marks tests as {fixture_name} specific",
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)
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def pytest_generate_tests(metafunc):
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if "inference_model" in metafunc.fixturenames:
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model = metafunc.config.getoption("--inference-model")
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if not model:
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raise ValueError(
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"No inference model specified. Please provide a valid inference model."
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)
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params = [pytest.param(model, id="")]
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metafunc.parametrize("inference_model", params, indirect=True)
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if "memory_stack" in metafunc.fixturenames:
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available_fixtures = {
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"inference": INFERENCE_FIXTURES,
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"memory": MEMORY_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("memory_stack", combinations, indirect=True)
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