shared/supabase_client.py

import os
from supabase import create_client, Client

class SupabaseManager:
    def __init__(self):
        url = os.getenv("SUPABASE_URL")
        key = os.getenv("SUPABASE_SERVICE_ROLE_KEY")
        if not url or not key:
            raise Exception("Thiếu cấu hình Supabase trên Hugging Face!")
        self.client = create_client(url, key)

    def download_weights(self, local_path="data/model_weights.pkl"):
        """Tải chìa khóa từ Supabase Storage về Hugging Face Space."""
        os.makedirs(os.path.dirname(local_path), exist_ok=True)
        try:
            res = self.client.storage.from_("models").download("model_weights.pkl")
            with open(local_path, "wb") as f:
                f.write(res)
            return True
        except Exception as e:
            print(f"Lỗi tải trọng số: {e}")
            return False