local_request.py

import argparse
import base64
from io import BytesIO

from PIL import Image

from handler import EndpointHandler, decode_base64_image


def local_predict(prompts, encode_image):
    # Init handler
    my_handler = EndpointHandler()
    if encode_image:
        response = my_handler({"inputs": prompts, "image": encode_image})
    else:
        response = my_handler({"inputs": prompts})

    image = decode_base64_image(response["image"])
    image.save("local_output.png")


opt = argparse.ArgumentParser("Diffuser local test")
opt.add_argument("-prompts", "--prompts", default="", type=str, help="Diffuser prompts")
opt.add_argument("-image", "--image", default="", type=str, help="Init image")
if __name__ == '__main__':
    args = opt.parse_args()

    encoded_string = ""
    if args.image:
        with open(args.image, "rb") as image_file:
            encoded_string = base64.b64encode(image_file.read()).decode()

    local_predict(args.prompts, encoded_string)