"""Server that will listen for GET and POST requests from the client.""" import time from typing import List from common import FILTERS_PATH, SERVER_TMP_PATH from custom_client_server import CustomFHEServer from fastapi import FastAPI, File, Form, UploadFile from fastapi.responses import JSONResponse, Response from pydantic import BaseModel def get_server_file_path(name, user_id, image_filter): """Get the correct temporary file path for the server. Args: name (str): The desired file name. user_id (int): The current user's ID. image_filter (str): The filter chosen by the user Returns: pathlib.Path: The file path. """ return SERVER_TMP_PATH / f"{name}_{image_filter}_{user_id}" class FilterRequest(BaseModel): filter: str # Initialize an instance of FastAPI app = FastAPI() # Define the default route @app.get("/") def root(): return {"message": "Welcome to Your Image FHE Filter Server!"} @app.post("/send_input") def send_input( user_id: str = Form(), filter: str = Form(), files: List[UploadFile] = File(), ): """Send the inputs to the server.""" # Retrieve the encrypted input image and the evaluation key paths encrypted_image_path = get_server_file_path("encrypted_image", filter, user_id) evaluation_key_path = get_server_file_path("evaluation_key", filter, user_id) # Write the files using the above paths with encrypted_image_path.open("wb") as encrypted_image, evaluation_key_path.open( "wb" ) as evaluation_key: encrypted_image.write(files[0].file.read()) evaluation_key.write(files[1].file.read()) @app.post("/run_fhe") def run_fhe( user_id: str = Form(), filter: str = Form(), ): """Execute the filter on the encrypted input image using FHE.""" # Retrieve the encrypted input image and the evaluation key paths encrypted_image_path = get_server_file_path("encrypted_image", filter, user_id) evaluation_key_path = get_server_file_path("evaluation_key", filter, user_id) # Read the files using the above paths with encrypted_image_path.open("rb") as encrypted_image_file, evaluation_key_path.open( "rb" ) as evaluation_key_file: encrypted_image = encrypted_image_file.read() evaluation_key = evaluation_key_file.read() # Load the FHE server fhe_server = CustomFHEServer(FILTERS_PATH / f"{filter}/deployment") # Run the FHE execution start = time.time() encrypted_output_image = fhe_server.run(encrypted_image, evaluation_key) fhe_execution_time = round(time.time() - start, 2) # Retrieve the encrypted output image path encrypted_output_path = get_server_file_path("encrypted_output", filter, user_id) # Write the file using the above path with encrypted_output_path.open("wb") as encrypted_output: encrypted_output.write(encrypted_output_image) return JSONResponse(content=fhe_execution_time) @app.post("/get_output") def get_output( user_id: str = Form(), filter: str = Form(), ): """Retrieve the encrypted output image.""" # Retrieve the encrypted output image path encrypted_output_path = get_server_file_path("encrypted_output", filter, user_id) # Read the file using the above path with encrypted_output_path.open("rb") as encrypted_output_file: encrypted_output = encrypted_output_file.read() return Response(encrypted_output)