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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,7 +1,7 @@ | ||
| # SPDX-FileCopyrightText: 2023-present deepset GmbH <[email protected]> | ||
| # | ||
| # SPDX-License-Identifier: Apache-2.0 | ||
| from unittest.mock import Mock | ||
| from unittest.mock import MagicMock, Mock, patch | ||
|
|
||
| import pytest | ||
| from haystack.dataclasses import Document | ||
|
|
@@ -10,34 +10,48 @@ | |
| from haystack_integrations.document_stores.mongodb_atlas import MongoDBAtlasDocumentStore | ||
|
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||
|
|
||
| @pytest.fixture | ||
| def document_store(): | ||
| store = MongoDBAtlasDocumentStore( | ||
| database_name="haystack_integration_test", | ||
| collection_name="test_embeddings_collection", | ||
| vector_search_index="cosine_index", | ||
| ) | ||
| return store | ||
| class TestRetriever: | ||
|
|
||
| @pytest.fixture | ||
| def mock_client(self): | ||
| with patch( | ||
| "haystack_integrations.document_stores.mongodb_atlas.document_store.MongoClient" | ||
| ) as mock_mongo_client: | ||
| mock_connection = MagicMock() | ||
| mock_database = MagicMock() | ||
| mock_collection_names = MagicMock(return_value=["test_embeddings_collection"]) | ||
| mock_database.list_collection_names = mock_collection_names | ||
| mock_connection.__getitem__.return_value = mock_database | ||
| mock_mongo_client.return_value = mock_connection | ||
| yield mock_mongo_client | ||
|
|
||
| class TestRetriever: | ||
| def test_init_default(self, document_store: MongoDBAtlasDocumentStore): | ||
| retriever = MongoDBAtlasEmbeddingRetriever(document_store=document_store) | ||
| assert retriever.document_store == document_store | ||
| def test_init_default(self): | ||
| mock_store = Mock(spec=MongoDBAtlasDocumentStore) | ||
| retriever = MongoDBAtlasEmbeddingRetriever(document_store=mock_store) | ||
| assert retriever.document_store == mock_store | ||
| assert retriever.filters == {} | ||
| assert retriever.top_k == 10 | ||
|
|
||
| def test_init(self, document_store: MongoDBAtlasDocumentStore): | ||
| def test_init(self): | ||
| mock_store = Mock(spec=MongoDBAtlasDocumentStore) | ||
| retriever = MongoDBAtlasEmbeddingRetriever( | ||
| document_store=document_store, | ||
| document_store=mock_store, | ||
| filters={"field": "value"}, | ||
| top_k=5, | ||
| ) | ||
| assert retriever.document_store == document_store | ||
| assert retriever.document_store == mock_store | ||
| assert retriever.filters == {"field": "value"} | ||
| assert retriever.top_k == 5 | ||
|
|
||
| def test_to_dict(self, document_store: MongoDBAtlasDocumentStore): | ||
| def test_to_dict(self, mock_client, monkeypatch): # noqa: ARG002 mock_client appears unused but is required | ||
| monkeypatch.setenv("MONGO_CONNECTION_STRING", "test_conn_str") | ||
|
|
||
| document_store = MongoDBAtlasDocumentStore( | ||
| database_name="haystack_integration_test", | ||
| collection_name="test_embeddings_collection", | ||
| vector_search_index="cosine_index", | ||
| ) | ||
|
|
||
| retriever = MongoDBAtlasEmbeddingRetriever(document_store=document_store, filters={"field": "value"}, top_k=5) | ||
| res = retriever.to_dict() | ||
| assert res == { | ||
|
|
@@ -61,7 +75,9 @@ def test_to_dict(self, document_store: MongoDBAtlasDocumentStore): | |
| }, | ||
| } | ||
|
|
||
| def test_from_dict(self): | ||
| def test_from_dict(self, mock_client, monkeypatch): # noqa: ARG002 mock_client appears unused but is required | ||
| monkeypatch.setenv("MONGO_CONNECTION_STRING", "test_conn_str") | ||
|
|
||
| data = { | ||
| "type": "haystack_integrations.components.retrievers.mongodb_atlas.embedding_retriever.MongoDBAtlasEmbeddingRetriever", # noqa: E501 | ||
| "init_parameters": { | ||
|
|
||