main.py

import os
import gdown
from fastapi import FastAPI

app = FastAPI()

def download_weights():
    # Create necessary directories if they don't exist
    os.makedirs("/tmp/.cache/gdown", exist_ok=True)
    os.makedirs("/tmp/weights/icon_caption_florence", exist_ok=True)
    os.makedirs("/tmp/weights/icon_detect", exist_ok=True)

    # Set gdown's cache directory to a writable location
    os.environ["GDOWN_CACHE"] = "/tmp/.cache/gdown"
    
    # Correct file mapping with Drive file IDs and their corresponding local paths
    files_to_download = {
        "1hUCqZ3X8mcM-KcwWFjcsFg7PA0hUvE3k": "/tmp/weights/icon_caption_florence/model.safetensors",
        "1p-Y7rd0FfjNnv_jewCi7ZjXH3T-qtyAa": "/tmp/weights/icon_detect/best.pt"
    }
    
    for file_id, output_path in files_to_download.items():
        if not os.path.exists(output_path):
            print(f"Downloading {output_path}...")
            url = f"https://drive.google.com/uc?id={file_id}"
            try:
                gdown.download(url, output_path, quiet=False)
                print(f"Downloaded {output_path}")
            except Exception as e:
                print(f"Failed to download {output_path}: {e}")
        else:
            print(f"File {output_path} already exists, skipping download")

@app.on_event("startup")
def startup_event():
    print("FastAPI app is starting, checking and downloading weights if necessary...")
    download_weights()

@app.get("/")
def root():
    return {"message": "FastAPI app is running and weights are ready!"}