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"""测试 agentrun.memory_collection.memory_collection 模块 / Test agentrun.memory_collection.memory_collection module"""
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from agentrun.memory_collection.memory_collection import MemoryCollection
from agentrun.memory_collection.model import (
EmbedderConfig,
EmbedderConfigConfig,
MemoryCollectionCreateInput,
MemoryCollectionUpdateInput,
)
from agentrun.utils.config import Config
class MockMemoryCollectionData:
"""模拟记忆集合数据"""
def to_map(self):
return {
"memoryCollectionId": "mc-123",
"memoryCollectionName": "test-memory-collection",
"description": "Test memory collection",
"type": "vector",
"createdAt": "2024-01-01T00:00:00Z",
"lastUpdatedAt": "2024-01-01T00:00:00Z",
}
class MockListResult:
"""模拟列表结果"""
def __init__(self, items):
self.items = items
class TestMemoryCollectionCreate:
"""测试 MemoryCollection.create 方法"""
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
def test_create_sync(self, mock_control_api_class):
"""测试同步创建记忆集合"""
mock_control_api = MagicMock()
mock_control_api.create_memory_collection.return_value = (
MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
input_obj = MemoryCollectionCreateInput(
memory_collection_name="test-memory-collection",
type="vector",
description="Test memory collection",
)
result = MemoryCollection.create(input_obj)
assert result.memory_collection_name == "test-memory-collection"
assert result.memory_collection_id == "mc-123"
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
@pytest.mark.asyncio
async def test_create_async(self, mock_control_api_class):
"""测试异步创建记忆集合"""
mock_control_api = MagicMock()
mock_control_api.create_memory_collection_async = AsyncMock(
return_value=MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
input_obj = MemoryCollectionCreateInput(
memory_collection_name="test-memory-collection",
type="vector",
)
result = await MemoryCollection.create_async(input_obj)
assert result.memory_collection_name == "test-memory-collection"
class TestMemoryCollectionDelete:
"""测试 MemoryCollection.delete 方法"""
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
def test_delete_by_name_sync(self, mock_control_api_class):
"""测试根据名称同步删除记忆集合"""
mock_control_api = MagicMock()
mock_control_api.delete_memory_collection.return_value = (
MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
result = MemoryCollection.delete_by_name("test-memory-collection")
assert result is not None
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
@pytest.mark.asyncio
async def test_delete_by_name_async(self, mock_control_api_class):
"""测试根据名称异步删除记忆集合"""
mock_control_api = MagicMock()
mock_control_api.delete_memory_collection_async = AsyncMock(
return_value=MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
result = await MemoryCollection.delete_by_name_async(
"test-memory-collection"
)
assert result is not None
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
def test_delete_instance_sync(self, mock_control_api_class):
"""测试实例同步删除"""
mock_control_api = MagicMock()
mock_control_api.delete_memory_collection.return_value = (
MockMemoryCollectionData()
)
mock_control_api.get_memory_collection.return_value = (
MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
# 先获取实例
memory_collection = MemoryCollection.get_by_name(
"test-memory-collection"
)
# 删除实例
result = memory_collection.delete()
assert result is not None
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
@pytest.mark.asyncio
async def test_delete_instance_async(self, mock_control_api_class):
"""测试实例异步删除"""
mock_control_api = MagicMock()
mock_control_api.delete_memory_collection_async = AsyncMock(
return_value=MockMemoryCollectionData()
)
mock_control_api.get_memory_collection_async = AsyncMock(
return_value=MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
# 先获取实例
memory_collection = await MemoryCollection.get_by_name_async(
"test-memory-collection"
)
# 删除实例
result = await memory_collection.delete_async()
assert result is not None
class TestMemoryCollectionUpdate:
"""测试 MemoryCollection.update 方法"""
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
def test_update_by_name_sync(self, mock_control_api_class):
"""测试根据名称同步更新记忆集合"""
mock_control_api = MagicMock()
mock_control_api.update_memory_collection.return_value = (
MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
input_obj = MemoryCollectionUpdateInput(
description="Updated description"
)
result = MemoryCollection.update_by_name(
"test-memory-collection", input_obj
)
assert result is not None
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
@pytest.mark.asyncio
async def test_update_by_name_async(self, mock_control_api_class):
"""测试根据名称异步更新记忆集合"""
mock_control_api = MagicMock()
mock_control_api.update_memory_collection_async = AsyncMock(
return_value=MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
input_obj = MemoryCollectionUpdateInput(description="Updated")
result = await MemoryCollection.update_by_name_async(
"test-memory-collection", input_obj
)
assert result is not None
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
def test_update_instance_sync(self, mock_control_api_class):
"""测试实例同步更新"""
mock_control_api = MagicMock()
mock_control_api.update_memory_collection.return_value = (
MockMemoryCollectionData()
)
mock_control_api.get_memory_collection.return_value = (
MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
# 先获取实例
memory_collection = MemoryCollection.get_by_name(
"test-memory-collection"
)
# 更新实例
input_obj = MemoryCollectionUpdateInput(description="Updated")
result = memory_collection.update(input_obj)
assert result is not None
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
@pytest.mark.asyncio
async def test_update_instance_async(self, mock_control_api_class):
"""测试实例异步更新"""
mock_control_api = MagicMock()
mock_control_api.update_memory_collection_async = AsyncMock(
return_value=MockMemoryCollectionData()
)
mock_control_api.get_memory_collection_async = AsyncMock(
return_value=MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
# 先获取实例
memory_collection = await MemoryCollection.get_by_name_async(
"test-memory-collection"
)
# 更新实例
input_obj = MemoryCollectionUpdateInput(description="Updated")
result = await memory_collection.update_async(input_obj)
assert result is not None
class TestMemoryCollectionGet:
"""测试 MemoryCollection.get_by_name 方法"""
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
def test_get_by_name_sync(self, mock_control_api_class):
"""测试同步获取记忆集合"""
mock_control_api = MagicMock()
mock_control_api.get_memory_collection.return_value = (
MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
result = MemoryCollection.get_by_name("test-memory-collection")
assert result.memory_collection_name == "test-memory-collection"
assert result.memory_collection_id == "mc-123"
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
@pytest.mark.asyncio
async def test_get_by_name_async(self, mock_control_api_class):
"""测试异步获取记忆集合"""
mock_control_api = MagicMock()
mock_control_api.get_memory_collection_async = AsyncMock(
return_value=MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
result = await MemoryCollection.get_by_name_async(
"test-memory-collection"
)
assert result.memory_collection_name == "test-memory-collection"
class TestMemoryCollectionList:
"""测试 MemoryCollection.list_all 方法"""
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
def test_list_all_sync(self, mock_control_api_class):
"""测试同步列出记忆集合"""
mock_control_api = MagicMock()
mock_control_api.list_memory_collections.return_value = MockListResult([
MockMemoryCollectionData(),
MockMemoryCollectionData(),
])
mock_control_api_class.return_value = mock_control_api
result = MemoryCollection.list_all()
# list_all 会对结果去重,所以相同 ID 的记录只会返回一个
assert len(result) >= 1
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
@pytest.mark.asyncio
async def test_list_all_async(self, mock_control_api_class):
"""测试异步列出记忆集合"""
mock_control_api = MagicMock()
mock_control_api.list_memory_collections_async = AsyncMock(
return_value=MockListResult([MockMemoryCollectionData()])
)
mock_control_api_class.return_value = mock_control_api
result = await MemoryCollection.list_all_async()
assert len(result) == 1
class TestMemoryCollectionRefresh:
"""测试 MemoryCollection.refresh 方法"""
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
def test_refresh_sync(self, mock_control_api_class):
"""测试同步刷新记忆集合"""
mock_control_api = MagicMock()
mock_control_api.get_memory_collection.return_value = (
MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
# 先获取实例
memory_collection = MemoryCollection.get_by_name(
"test-memory-collection"
)
# 刷新实例
memory_collection.refresh()
assert (
memory_collection.memory_collection_name == "test-memory-collection"
)
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
@pytest.mark.asyncio
async def test_refresh_async(self, mock_control_api_class):
"""测试异步刷新记忆集合"""
mock_control_api = MagicMock()
mock_control_api.get_memory_collection_async = AsyncMock(
return_value=MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
# 先获取实例
memory_collection = await MemoryCollection.get_by_name_async(
"test-memory-collection"
)
# 刷新实例
await memory_collection.refresh_async()
assert (
memory_collection.memory_collection_name == "test-memory-collection"
)
class TestMemoryCollectionFromInnerObject:
"""测试 MemoryCollection.from_inner_object 方法"""
def test_from_inner_object(self):
"""测试从内部对象创建记忆集合"""
mock_data = MockMemoryCollectionData()
memory_collection = MemoryCollection.from_inner_object(mock_data)
assert memory_collection.memory_collection_id == "mc-123"
assert (
memory_collection.memory_collection_name == "test-memory-collection"
)
assert memory_collection.description == "Test memory collection"
assert memory_collection.type == "vector"
def test_from_inner_object_with_extra(self):
"""测试从内部对象创建记忆集合(带额外字段)"""
mock_data = MockMemoryCollectionData()
extra = {"custom_field": "custom_value"}
memory_collection = MemoryCollection.from_inner_object(mock_data, extra)
assert (
memory_collection.memory_collection_name == "test-memory-collection"
)
class TestMemoryCollectionToMem0Memory:
"""测试 MemoryCollection.to_mem0_memory 和 to_mem0_memory_async 方法"""
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
def test_to_mem0_memory_sync(self, mock_control_api_class):
"""测试同步转换为 mem0 Memory 客户端"""
# Mock MemoryCollection 数据
mock_control_api = MagicMock()
mock_data = MockMemoryCollectionData()
mock_control_api.get_memory_collection.return_value = mock_data
mock_control_api_class.return_value = mock_control_api
# Mock Memory.from_config
with patch("agentrun_mem0.Memory") as mock_memory_class:
mock_memory_instance = MagicMock()
mock_memory_class.from_config.return_value = mock_memory_instance
# 调用 to_mem0_memory
result = MemoryCollection.to_mem0_memory(
"test-memory-collection",
config=Config(
access_key_id="test-key",
access_key_secret="test-secret",
region_id="cn-hangzhou",
),
)
# 验证返回的是 Memory 实例
assert result == mock_memory_instance
mock_memory_class.from_config.assert_called_once()
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
@pytest.mark.asyncio
async def test_to_mem0_memory_async(self, mock_control_api_class):
"""测试异步转换为 mem0 AsyncMemory 客户端"""
# Mock MemoryCollection 数据
mock_control_api = MagicMock()
mock_data = MockMemoryCollectionData()
mock_control_api.get_memory_collection_async = AsyncMock(
return_value=mock_data
)
mock_control_api_class.return_value = mock_control_api
# Mock AsyncMemory.from_config
with patch("agentrun_mem0.AsyncMemory") as mock_async_memory_class:
mock_async_memory_instance = MagicMock()
# from_config 是异步方法,需要返回 AsyncMock
mock_async_memory_class.from_config = AsyncMock(
return_value=mock_async_memory_instance
)
# 调用 to_mem0_memory_async
result = await MemoryCollection.to_mem0_memory_async(
"test-memory-collection",
config=Config(
access_key_id="test-key",
access_key_secret="test-secret",
region_id="cn-hangzhou",
),
)
# 验证返回的是 AsyncMemory 实例
assert result == mock_async_memory_instance
mock_async_memory_class.from_config.assert_called_once()
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
def test_to_mem0_memory_import_error(self, mock_control_api_class):
"""测试 mem0 包未安装时的错误处理"""
mock_control_api = MagicMock()
mock_control_api.get_memory_collection.return_value = (
MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
# Mock import 失败
with patch("builtins.__import__", side_effect=ImportError("No module")):
with pytest.raises(ImportError) as exc_info:
MemoryCollection.to_mem0_memory("test-memory-collection")
assert "agentrun-mem0ai package is required" in str(exc_info.value)
@patch("agentrun.memory_collection.client.MemoryCollectionControlAPI")
@pytest.mark.asyncio
async def test_to_mem0_memory_async_import_error(
self, mock_control_api_class
):
"""测试异步方法 mem0 包未安装时的错误处理"""
mock_control_api = MagicMock()
mock_control_api.get_memory_collection_async = AsyncMock(
return_value=MockMemoryCollectionData()
)
mock_control_api_class.return_value = mock_control_api
# Mock import 失败
with patch("builtins.__import__", side_effect=ImportError("No module")):
with pytest.raises(ImportError) as exc_info:
await MemoryCollection.to_mem0_memory_async(
"test-memory-collection"
)
assert "agentrun-mem0ai package is required" in str(exc_info.value)