#!/usr/bin/env python import io import sys import base64 import logging import requests from PIL import Image logging.basicConfig(level = logging.INFO, format = '%(asctime)s %(levelname)s: %(message)s') log = logging.getLogger(__name__) sd_url = "http://127.0.0.1:7860" options = { "init_images": [], "prompt": "city at night", "negative_prompt": "foggy, blurry", "steps": 1, "batch_size": 1, "n_iter": 1, "seed": -1, "sampler_name": "Euler a", "cfg_scale": 6, "width": 512, "height": 512, "save_images": False, "send_images": True, } def post(endpoint: str, dct: dict = None): req = requests.post(f'{sd_url}{endpoint}', json = dct, timeout=300) if req.status_code != 200: return { 'error': req.status_code, 'reason': req.reason, 'url': req.url } else: return req.json() def encode(f): image = Image.open(f) if image.mode == 'RGBA': image = image.convert('RGB') with io.BytesIO() as stream: image.save(stream, 'JPEG') values = stream.getvalue() encoded = base64.b64encode(values).decode() return encoded def generate(num: int = 0): log.info(f'sending generate request: {num+1} {options}') options['init_images'] = [encode('../html/logo.png')] data = post('/sdapi/v1/img2img', options) if 'images' in data: for i in range(len(data['images'])): b64 = data['images'][i].split(',',1)[0] image = Image.open(io.BytesIO(base64.b64decode(b64))) log.info(f'received image: {image.size}') else: log.warning(f'no images received: {data}') if __name__ == "__main__": sys.argv.pop(0) repeats = int(''.join(sys.argv) or '1') log.info(f'repeats: {repeats}') for n in range(repeats): generate(n)