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521865c388
# What does this PR do? this replaces the static model listing for any provider using OpenAIMixin currently - - anthropic - azure openai - gemini - groq - llama-api - nvidia - openai - sambanova - tgi - vertexai - vllm - not changed: together has its own impl ## Test Plan - new unit tests - manual for llama-api, openai, groq, gemini ``` for provider in llama-openai-compat openai groq gemini; do uv run llama stack build --image-type venv --providers inference=remote::provider --run & uv run --with llama-stack-client llama-stack-client models list | grep Total ``` results (17 sep 2025): - llama-api: 4 - openai: 86 - groq: 21 - gemini: 66 closes #3467
183 lines
7 KiB
Python
183 lines
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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from unittest.mock import MagicMock, PropertyMock, patch
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import pytest
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from llama_stack.apis.inference import Model
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from llama_stack.apis.models import ModelType
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from llama_stack.providers.utils.inference.openai_mixin import OpenAIMixin
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# Test implementation of OpenAIMixin for testing purposes
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class OpenAIMixinImpl(OpenAIMixin):
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def __init__(self):
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self.__provider_id__ = "test-provider"
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def get_api_key(self) -> str:
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raise NotImplementedError("This method should be mocked in tests")
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def get_base_url(self) -> str:
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raise NotImplementedError("This method should be mocked in tests")
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@pytest.fixture
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def mixin():
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"""Create a test instance of OpenAIMixin"""
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return OpenAIMixinImpl()
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@pytest.fixture
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def mock_models():
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"""Create multiple mock OpenAI model objects"""
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models = [MagicMock(id=id) for id in ["some-mock-model-id", "another-mock-model-id", "final-mock-model-id"]]
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return models
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@pytest.fixture
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def mock_client_with_models(mock_models):
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"""Create a mock client with models.list() set up to return mock_models"""
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mock_client = MagicMock()
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async def mock_models_list():
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for model in mock_models:
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yield model
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mock_client.models.list.return_value = mock_models_list()
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return mock_client
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@pytest.fixture
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def mock_client_with_empty_models():
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"""Create a mock client with models.list() set up to return empty list"""
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mock_client = MagicMock()
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async def mock_empty_models_list():
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return
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yield # Make it an async generator but don't yield anything
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mock_client.models.list.return_value = mock_empty_models_list()
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return mock_client
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@pytest.fixture
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def mock_client_with_exception():
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"""Create a mock client with models.list() set up to raise an exception"""
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mock_client = MagicMock()
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mock_client.models.list.side_effect = Exception("API Error")
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return mock_client
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@pytest.fixture
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def mock_client_context():
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"""Fixture that provides a context manager for mocking the OpenAI client"""
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def _mock_client_context(mixin, mock_client):
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return patch.object(type(mixin), "client", new_callable=PropertyMock, return_value=mock_client)
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return _mock_client_context
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class TestOpenAIMixinListModels:
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"""Test cases for the list_models method"""
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async def test_list_models_success(self, mixin, mock_client_with_models, mock_client_context):
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"""Test successful model listing"""
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assert len(mixin._model_cache) == 0
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with mock_client_context(mixin, mock_client_with_models):
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result = await mixin.list_models()
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assert result is not None
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assert len(result) == 3
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model_ids = [model.identifier for model in result]
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assert "some-mock-model-id" in model_ids
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assert "another-mock-model-id" in model_ids
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assert "final-mock-model-id" in model_ids
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for model in result:
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assert model.provider_id == "test-provider"
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assert model.model_type == ModelType.llm
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assert model.provider_resource_id == model.identifier
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assert len(mixin._model_cache) == 3
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for model_id in ["some-mock-model-id", "another-mock-model-id", "final-mock-model-id"]:
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assert model_id in mixin._model_cache
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cached_model = mixin._model_cache[model_id]
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assert cached_model.identifier == model_id
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assert cached_model.provider_resource_id == model_id
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async def test_list_models_empty_response(self, mixin, mock_client_with_empty_models, mock_client_context):
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"""Test handling of empty model list"""
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with mock_client_context(mixin, mock_client_with_empty_models):
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result = await mixin.list_models()
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assert result is not None
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assert len(result) == 0
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assert len(mixin._model_cache) == 0
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class TestOpenAIMixinCheckModelAvailability:
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"""Test cases for the check_model_availability method"""
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async def test_check_model_availability_with_cache(self, mixin, mock_client_with_models, mock_client_context):
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"""Test model availability check when cache is populated"""
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with mock_client_context(mixin, mock_client_with_models):
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mock_client_with_models.models.list.assert_not_called()
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await mixin.list_models()
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mock_client_with_models.models.list.assert_called_once()
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assert await mixin.check_model_availability("some-mock-model-id")
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assert await mixin.check_model_availability("another-mock-model-id")
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assert await mixin.check_model_availability("final-mock-model-id")
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assert not await mixin.check_model_availability("non-existent-model")
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mock_client_with_models.models.list.assert_called_once()
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async def test_check_model_availability_without_cache(self, mixin, mock_client_with_models, mock_client_context):
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"""Test model availability check when cache is empty (calls list_models)"""
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assert len(mixin._model_cache) == 0
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with mock_client_context(mixin, mock_client_with_models):
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mock_client_with_models.models.list.assert_not_called()
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assert await mixin.check_model_availability("some-mock-model-id")
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mock_client_with_models.models.list.assert_called_once()
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assert len(mixin._model_cache) == 3
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assert "some-mock-model-id" in mixin._model_cache
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async def test_check_model_availability_model_not_found(self, mixin, mock_client_with_models, mock_client_context):
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"""Test model availability check for non-existent model"""
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with mock_client_context(mixin, mock_client_with_models):
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mock_client_with_models.models.list.assert_not_called()
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assert not await mixin.check_model_availability("non-existent-model")
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mock_client_with_models.models.list.assert_called_once()
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assert len(mixin._model_cache) == 3
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class TestOpenAIMixinCacheBehavior:
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"""Test cases for cache behavior and edge cases"""
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async def test_cache_overwrites_on_list_models_call(self, mixin, mock_client_with_models, mock_client_context):
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"""Test that calling list_models overwrites existing cache"""
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initial_model = Model(
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provider_id="test-provider",
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provider_resource_id="old-model",
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identifier="old-model",
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model_type=ModelType.llm,
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)
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mixin._model_cache = {"old-model": initial_model}
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with mock_client_context(mixin, mock_client_with_models):
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await mixin.list_models()
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assert len(mixin._model_cache) == 3
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assert "old-model" not in mixin._model_cache
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assert "some-mock-model-id" in mixin._model_cache
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assert "another-mock-model-id" in mixin._model_cache
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assert "final-mock-model-id" in mixin._model_cache
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