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import unittest
import os
from unittest.mock import patch
from backend.config.database import db_settings
class TestMongoAtlasSettings(unittest.TestCase):
@patch.dict(os.environ, {
'VECTOR_STORE_PROVIDER': 'mongodb'
})
def test_mongo_settings(self):
"""
Test mongodb config contains expected fields when VECTOR_STORE_PROVIDER is set
"""
# reinitialize db_settings instance
db_settings.__init__()
db_config = db_settings.get_vector_store_config()
self.assertTrue('collection_name' in db_config)
self.assertTrue('index_name' in db_config)
self.assertTrue('text_field' in db_config)
class TestChromaDBSettings(unittest.TestCase):
@patch.dict(os.environ, {
'VECTOR_STORE_PROVIDER': 'chromadb'
})
def test_mongo_settings(self):
"""
Test chromadb config contains expected fields when VECTOR_STORE_PROVIDER is set
"""
# reinitialize db_settings instance
db_settings.__init__()
db_config = db_settings.get_vector_store_config()
self.assertTrue('collection_name' in db_config)
self.assertTrue('persist_directory' in db_config)
self.assertTrue('refresh_on_start' in db_config)
class TestInvalidDBSettings(unittest.TestCase):
@patch.dict(os.environ, {
'VECTOR_STORE_PROVIDER': 'postgres'
})
def test_mongo_settings(self):
"""
Test invalid db config raises correct error
"""
# reinitialize db_settings instance
db_settings.__init__()
with self.assertRaisesRegex(ValueError, "Unsupported"):
db_settings.get_vector_store_config()
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