import pytest
from pathlib import Path
import pickle
import numpy as np

@pytest.fixture
def mock_embeddings():
    return {
        "embeddings": np.random.rand(10, 384),
        "search_queries": ["query1", "query2"],
        "product_names": ["product1", "product2"]
    }

@pytest.fixture
def mock_model_path(tmp_path, mock_embeddings):
    model_path = tmp_path / "product_embeddings.pkl"
    with open(model_path, "wb") as f:
        pickle.dump(mock_embeddings, f)
    return model_path