import json import base64 import mimetypes import os from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer class DreamServer(BaseHTTPRequestHandler): model = None def do_GET(self): if self.path == "/": self.send_response(200) self.send_header("Content-type", "text/html") self.end_headers() with open("./static/dream_web/index.html", "rb") as content: self.wfile.write(content.read()) else: path = "." + self.path cwd = os.getcwd() is_in_cwd = os.path.commonprefix((os.path.realpath(path), cwd)) == cwd if not (is_in_cwd and os.path.exists(path)): self.send_response(404) return mime_type = mimetypes.guess_type(path)[0] if mime_type is not None: self.send_response(200) self.send_header("Content-type", mime_type) self.end_headers() with open("." + self.path, "rb") as content: self.wfile.write(content.read()) else: self.send_response(404) def do_POST(self): self.send_response(200) self.send_header("Content-type", "application/json") self.end_headers() content_length = int(self.headers['Content-Length']) post_data = json.loads(self.rfile.read(content_length)) prompt = post_data['prompt'] initimg = post_data['initimg'] iterations = int(post_data['iterations']) steps = int(post_data['steps']) width = int(post_data['width']) height = int(post_data['height']) cfgscale = float(post_data['cfgscale']) gfpgan_strength = float(post_data['gfpgan_strength']) upscale_level = post_data['upscale_level'] upscale_strength = post_data['upscale_strength'] upscale = [int(upscale_level),float(upscale_strength)] if upscale_level != '' else None seed = None if int(post_data['seed']) == -1 else int(post_data['seed']) print(f"Request to generate with prompt: {prompt}") outputs = [] if initimg is None: # Run txt2img outputs = self.model.txt2img(prompt, iterations=iterations, cfg_scale = cfgscale, width = width, height = height, seed = seed, steps = steps, gfpgan_strength = gfpgan_strength, upscale = upscale ) else: # Decode initimg as base64 to temp file with open("./img2img-tmp.png", "wb") as f: initimg = initimg.split(",")[1] # Ignore mime type f.write(base64.b64decode(initimg)) # Run img2img outputs = self.model.img2img(prompt, init_img = "./img2img-tmp.png", iterations = iterations, cfg_scale = cfgscale, seed = seed, gfpgan_strength=gfpgan_strength, upscale = upscale, steps = steps ) # Remove the temp file os.remove("./img2img-tmp.png") print(f"Prompt generated with output: {outputs}") post_data['initimg'] = '' # Don't send init image back # Append post_data to log with open("./outputs/img-samples/dream_web_log.txt", "a") as log: for output in outputs: log.write(f"{output[0]}: {json.dumps(post_data)}\n") outputs = [x + [post_data] for x in outputs] # Append config to each output result = {'outputs': outputs} self.wfile.write(bytes(json.dumps(result), "utf-8")) class ThreadingDreamServer(ThreadingHTTPServer): def __init__(self, server_address): super(ThreadingDreamServer, self).__init__(server_address, DreamServer)