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92 lines
3.0 KiB
Python
92 lines
3.0 KiB
Python
"""Test Elasticsearch storage functionality."""
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import os
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import unittest
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from unittest.mock import MagicMock, patch
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import pytest
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from crewai.memory.storage.elasticsearch_storage import ElasticsearchStorage
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@pytest.mark.skipif(
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os.environ.get("RUN_ELASTICSEARCH_TESTS") != "true",
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reason="Elasticsearch tests require RUN_ELASTICSEARCH_TESTS=true"
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)
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class TestElasticsearchStorage(unittest.TestCase):
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"""Test Elasticsearch storage functionality."""
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def setUp(self):
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"""Set up test fixtures."""
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self.es_mock = MagicMock()
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self.es_mock.indices.exists.return_value = False
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self.embedder_mock = MagicMock()
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self.embedder_mock.embed_documents.return_value = [[0.1, 0.2, 0.3]]
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self.es_patcher = patch(
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"crewai.memory.storage.elasticsearch_storage.Elasticsearch",
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return_value=self.es_mock
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)
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self.es_class_mock = self.es_patcher.start()
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self.storage = ElasticsearchStorage(
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type="test",
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embedder_config=self.embedder_mock
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)
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def tearDown(self):
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"""Tear down test fixtures."""
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self.es_patcher.stop()
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def test_initialization(self):
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"""Test initialization of Elasticsearch storage."""
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self.es_class_mock.assert_called_once()
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self.es_mock.indices.create.assert_called_once()
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def test_save(self):
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"""Test saving to Elasticsearch storage."""
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self.storage.save("Test document", {"source": "test"})
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self.es_mock.index.assert_called_once()
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self.embedder_mock.embed_documents.assert_called_once_with(["Test document"])
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def test_search(self):
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"""Test searching in Elasticsearch storage."""
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self.es_mock.search.return_value = {
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"hits": {
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"hits": [
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{
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"_id": "test_id",
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"_score": 1.5, # Score between 1-2 (Elasticsearch range)
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"_source": {
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"text": "Test document",
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"metadata": {"source": "test"},
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}
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}
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]
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}
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}
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results = self.storage.search("test query")
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self.es_mock.search.assert_called_once()
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self.assertEqual(len(results), 1)
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self.assertEqual(results[0]["id"], "test_id")
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self.assertEqual(results[0]["context"], "Test document")
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self.assertEqual(results[0]["metadata"], {"source": "test"})
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self.assertEqual(results[0]["score"], 0.5) # Adjusted to 0-1 range
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def test_reset(self):
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"""Test resetting Elasticsearch storage."""
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self.es_mock.indices.exists.return_value = True
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self.storage.reset()
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self.es_mock.indices.delete.assert_called_once()
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self.assertEqual(self.es_mock.indices.create.call_count, 2)
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