AutoGPT / tests /milvus_memory_test.py
zee2221's picture
Duplicate from aliabid94/AutoGPT
2021719
# sourcery skip: snake-case-functions
"""Tests for the MilvusMemory class."""
import os
import sys
import unittest
try:
from autogpt.memory.milvus import MilvusMemory
def mock_config() -> dict:
"""Mock the Config class"""
return type(
"MockConfig",
(object,),
{
"debug_mode": False,
"continuous_mode": False,
"speak_mode": False,
"milvus_collection": "autogpt",
"milvus_addr": "localhost:19530",
},
)
class TestMilvusMemory(unittest.TestCase):
"""Tests for the MilvusMemory class."""
def setUp(self) -> None:
"""Set up the test environment"""
self.cfg = mock_config()
self.memory = MilvusMemory(self.cfg)
def test_add(self) -> None:
"""Test adding a text to the cache"""
text = "Sample text"
self.memory.clear()
self.memory.add(text)
result = self.memory.get(text)
self.assertEqual([text], result)
def test_clear(self) -> None:
"""Test clearing the cache"""
self.memory.clear()
self.assertEqual(self.memory.collection.num_entities, 0)
def test_get(self) -> None:
"""Test getting a text from the cache"""
text = "Sample text"
self.memory.clear()
self.memory.add(text)
result = self.memory.get(text)
self.assertEqual(result, [text])
def test_get_relevant(self) -> None:
"""Test getting relevant texts from the cache"""
text1 = "Sample text 1"
text2 = "Sample text 2"
self.memory.clear()
self.memory.add(text1)
self.memory.add(text2)
result = self.memory.get_relevant(text1, 1)
self.assertEqual(result, [text1])
def test_get_stats(self) -> None:
"""Test getting the cache stats"""
text = "Sample text"
self.memory.clear()
self.memory.add(text)
stats = self.memory.get_stats()
self.assertEqual(15, len(stats))
except:
print("Milvus not installed, skipping tests")