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40 lines
1.6 KiB
Python
40 lines
1.6 KiB
Python
from unittest.mock import patch
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import pytest
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from application.vectorstore.vector_creator import VectorCreator
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@pytest.mark.unit
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class TestVectorCreator:
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def test_registered_vectorstores(self):
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assert "faiss" in VectorCreator.vectorstores
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assert "elasticsearch" in VectorCreator.vectorstores
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assert "mongodb" in VectorCreator.vectorstores
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assert "qdrant" in VectorCreator.vectorstores
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assert "milvus" in VectorCreator.vectorstores
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assert "pgvector" in VectorCreator.vectorstores
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def test_create_vectorstore_invalid_type(self):
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with pytest.raises(ValueError, match="No vectorstore class found for type"):
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VectorCreator.create_vectorstore("nonexistent")
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def test_create_vectorstore_case_insensitive(self):
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with patch.object(
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VectorCreator.vectorstores["faiss"], "__init__", return_value=None
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) as mock_init:
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mock_init.return_value = None
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VectorCreator.create_vectorstore("FAISS", source_id="test", embeddings_key="key")
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mock_init.assert_called_once_with(source_id="test", embeddings_key="key")
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def test_create_vectorstore_passes_args(self):
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with patch.object(
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VectorCreator.vectorstores["mongodb"], "__init__", return_value=None
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) as mock_init:
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VectorCreator.create_vectorstore(
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"mongodb", source_id="src1", embeddings_key="ek", database="mydb"
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)
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mock_init.assert_called_once_with(
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source_id="src1", embeddings_key="ek", database="mydb"
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)
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