import os

import numpy as np
import pytest
from dotenv import load_dotenv
from fecnet import FECNetModel

load_dotenv()


@pytest.fixture()
def model():
    return FECNetModel(hf_token=os.getenv("HF_TOKEN"))


def test_embed(model: FECNetModel):
    image = open("testdata/face_pic.jpeg", "rb").read()
    image_arr = np.asarray(bytearray(image), dtype=np.uint8)
    rep = model.embed_image(image_arr)
    assert rep.shape == (1, 16)