import pytest
from httpx import AsyncClient
from unittest.mock import patch, AsyncMock
from app.models.customer import Conversation, Message, Customer
from app.models.preference import PreferenceAnalysis, MarketingEffect
from app.models.user import Product
from datetime import datetime