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test_main.py
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test_main.py
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from unittest import TestCase, main
from pathlib import Path
import os
from dotenv import load_dotenv
load_dotenv()
from ultralytics import YOLO
from sqlalchemy import create_engine
from sqlalchemy.engine.base import Engine
import settings
class TestFiles(TestCase):
# Vérifie si ces fichiers sont dans le dossier racine
def test_root_files(self):
root_dir_files = os.listdir()
self.assertIn("Detection.py", root_dir_files)
self.assertIn("helper.py", root_dir_files)
self.assertIn("settings.py", root_dir_files)
self.assertIn("database.py", root_dir_files)
self.assertIn(".gitignore", root_dir_files)
self.assertIn("requirements.txt", root_dir_files)
# Vérifie si les poids sont dans le dossier "weights"
def test_weights_files(self):
weights_dir_files = os.listdir("./weights")
self.assertIn("run-07-yolov8n-best.pt", weights_dir_files)
self.assertIn("yolov8n.pt", weights_dir_files)
self.assertIn("yolov8n-seg.pt", weights_dir_files)
class TestLoadModel(TestCase):
# Vérifier le chargement des poids dans le modèle Yolo
def test_load_detection_model(self):
model_path = Path(settings.DETECTION_MODEL)
model = YOLO(model_path)
self.assertIsInstance(model, YOLO)
class TestDatabase(TestCase):
# Vérifier connection à la base de données
def test_connection(self):
# DB_PSY_URI = st.secrets.DB_PSY_URI
db_uri = os.getenv('DB_PSY_URI')
self.assertIsNotNone(db_uri)
engine = create_engine(db_uri)
self.assertIsInstance(engine, Engine)
if __name__ == '__main__':
main(verbosity=2)