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fix faiss db health check correctly via review
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5 changed files with 113 additions and 227 deletions
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@ -11,9 +11,11 @@ import numpy as np
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import pytest
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import pytest_asyncio
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from llama_stack.apis.files import Files
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from llama_stack.apis.inference import EmbeddingsResponse, Inference
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from llama_stack.apis.vector_dbs import VectorDB
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from llama_stack.apis.vector_io import Chunk, QueryChunksResponse
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from llama_stack.providers.datatypes import HealthStatus
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from llama_stack.providers.inline.vector_io.faiss.config import FaissVectorIOConfig
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from llama_stack.providers.inline.vector_io.faiss.faiss import (
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FaissIndex,
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@ -76,6 +78,12 @@ def mock_inference_api(sample_embeddings):
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return mock_api
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@pytest.fixture
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def mock_files_api():
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mock_api = MagicMock(spec=Files)
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return mock_api
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@pytest.fixture
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def faiss_config():
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config = MagicMock(spec=FaissVectorIOConfig)
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@ -90,11 +98,19 @@ async def faiss_index(embedding_dimension):
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@pytest_asyncio.fixture
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async def faiss_adapter(faiss_config, mock_inference_api) -> FaissVectorIOAdapter:
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adapter = FaissVectorIOAdapter(config=faiss_config, inference_api=mock_inference_api)
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await adapter.initialize()
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yield adapter
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await adapter.shutdown()
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async def faiss_adapter(faiss_config, mock_inference_api, mock_files_api) -> FaissVectorIOAdapter:
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# Create the adapter
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adapter = FaissVectorIOAdapter(config=faiss_config, inference_api=mock_inference_api, files_api=mock_files_api)
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# Create a mock KVStore
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mock_kvstore = MagicMock()
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mock_kvstore.values_in_range = AsyncMock(return_value=[])
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# Patch the initialize method to avoid the kvstore_impl call
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with patch.object(FaissVectorIOAdapter, "initialize"):
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# Set the kvstore directly
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adapter.kvstore = mock_kvstore
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yield adapter
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@pytest.mark.asyncio
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@ -118,3 +134,49 @@ async def test_faiss_query_vector_returns_infinity_when_query_and_embedding_are_
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assert response.chunks[0] == sample_chunks[0]
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assert response.chunks[1] == sample_chunks[1]
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@pytest.mark.asyncio
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async def test_health_success():
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"""Test that the health check returns OK status when faiss is working correctly."""
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# Create a fresh instance of FaissVectorIOAdapter for testing
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config = MagicMock()
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inference_api = MagicMock()
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files_api = MagicMock()
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with patch("llama_stack.providers.inline.vector_io.faiss.faiss.faiss.IndexFlatL2") as mock_index_flat:
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mock_index_flat.return_value = MagicMock()
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adapter = FaissVectorIOAdapter(config=config, inference_api=inference_api, files_api=files_api)
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# Calling the health method directly
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response = await adapter.health()
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# Verifying the response
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assert isinstance(response, dict)
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assert response["status"] == HealthStatus.OK
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assert "message" not in response
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# Verifying that IndexFlatL2 was called with the correct dimension
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mock_index_flat.assert_called_once_with(128) # VECTOR_DIMENSION is 128
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@pytest.mark.asyncio
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async def test_health_failure():
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"""Test that the health check returns ERROR status when faiss encounters an error."""
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# Create a fresh instance of FaissVectorIOAdapter for testing
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config = MagicMock()
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inference_api = MagicMock()
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files_api = MagicMock()
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with patch("llama_stack.providers.inline.vector_io.faiss.faiss.faiss.IndexFlatL2") as mock_index_flat:
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mock_index_flat.side_effect = Exception("Test error")
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adapter = FaissVectorIOAdapter(config=config, inference_api=inference_api, files_api=files_api)
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# Calling the health method directly
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response = await adapter.health()
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# Verifying the response
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assert isinstance(response, dict)
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assert response["status"] == HealthStatus.ERROR
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assert response["message"] == "Health check failed: Test error"
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