import os # Fix HuggingFace's invalid OMP_NUM_THREADS value (e.g., "3500m") omp_threads = os.environ.get('OMP_NUM_THREADS', '') if not omp_threads.isdigit(): os.environ['OMP_NUM_THREADS'] = '4' from django.apps import AppConfig class TransparentConfig(AppConfig): default_auto_field = 'django.db.models.BigAutoField' name = 'transparent' def ready(self): """Preload AI models when the app starts.""" import sys is_runserver = 'runserver' in sys.argv is_gunicorn = os.environ.get('GUNICORN_WORKER') # With --noreload: RUN_MAIN is not set, load in main process # Without --noreload: RUN_MAIN='true' in the reloader child process is_reloader_child = os.environ.get('RUN_MAIN') == 'true' if is_gunicorn or is_reloader_child or (is_runserver and '--noreload' in sys.argv): from transparent.controllers.style_generator import StyleGenerator from transparent.controllers.style_recommender import StyleRecommender StyleGenerator.preload_models() StyleRecommender.preload_models()