import copy import shlex import gradio as gr import modules.scripts as scripts from modules import errors, sd_models, sd_samplers from modules.processing import Processed, fix_seed, process_images from modules.shared import state def process_model_tag(tag): info = sd_models.get_closet_checkpoint_match(tag) assert info is not None, f"Unknown checkpoint: {tag}" return info.name def process_string_tag(tag): return tag def process_int_tag(tag): return int(tag) def process_float_tag(tag): return float(tag) def process_boolean_tag(tag): return True if (tag == "true") else False prompt_tags = { "sd_model": process_model_tag, "outpath_samples": process_string_tag, "outpath_grids": process_string_tag, "prompt_for_display": process_string_tag, "prompt": process_string_tag, "negative_prompt": process_string_tag, "styles": process_string_tag, "seed": process_int_tag, "subseed_strength": process_float_tag, "subseed": process_int_tag, "seed_resize_from_h": process_int_tag, "seed_resize_from_w": process_int_tag, "sampler_index": process_int_tag, "sampler_name": process_string_tag, "batch_size": process_int_tag, "n_iter": process_int_tag, "steps": process_int_tag, "cfg_scale": process_float_tag, "width": process_int_tag, "height": process_int_tag, "restore_faces": process_boolean_tag, "tiling": process_boolean_tag, "do_not_save_samples": process_boolean_tag, "do_not_save_grid": process_boolean_tag, } def cmdargs(line): args = shlex.split(line) pos = 0 res = {} while pos < len(args): arg = args[pos] assert arg.startswith("--"), f'must start with "--": {arg}' assert pos + 1 < len(args), f"missing argument for command line option {arg}" tag = arg[2:] if tag == "prompt" or tag == "negative_prompt": pos += 1 prompt = args[pos] pos += 1 while pos < len(args) and not args[pos].startswith("--"): prompt += " " prompt += args[pos] pos += 1 res[tag] = prompt continue func = prompt_tags.get(tag, None) assert func, f"unknown commandline option: {arg}" val = args[pos + 1] if tag == "sampler_name": val = sd_samplers.samplers_map.get(val.lower(), None) res[tag] = func(val) pos += 2 return res def load_prompt_file(file): if file is None: return None, gr.skip() else: lines = [x.strip() for x in file.decode("utf8", errors="ignore").split("\n")] return None, gr.update(value="\n".join(lines), lines=7) class PromptsFromTexts(scripts.Script): def title(self): return "Prompts from File or Textbox" def ui(self, is_img2img): checkbox_iterate = gr.Checkbox( value=False, label="Iterate seed every line", elem_id=self.elem_id("checkbox_iterate"), ) checkbox_iterate_batch = gr.Checkbox( value=False, label="Use same random seed for all lines", elem_id=self.elem_id("checkbox_iterate_batch"), ) prompt_position = gr.Radio( label="Insert prompts at the", choices=("start", "end"), value="start", elem_id=self.elem_id("prompt_position"), ) prompt_txt = gr.Textbox( label="List of prompt inputs", lines=2, elem_id=self.elem_id("prompt_txt"), ) file = gr.File( label="Upload prompt inputs", type="binary", elem_id=self.elem_id("file"), ) file.change( fn=load_prompt_file, inputs=[file], outputs=[file, prompt_txt], show_progress=False, ) prompt_txt.change( lambda tb: gr.update(lines=7) if ("\n" in tb) else gr.update(lines=2), inputs=[prompt_txt], outputs=[prompt_txt], show_progress=False, ) return [checkbox_iterate, checkbox_iterate_batch, prompt_position, prompt_txt] def run( self, p, checkbox_iterate, checkbox_iterate_batch, prompt_position, prompt_txt: str, ): lines = [x for x in (x.strip() for x in prompt_txt.splitlines()) if x] p.do_not_save_grid = True job_count = 0 jobs = [] for line in lines: if "--" in line: try: args = cmdargs(line) except Exception: errors.report(f'Error parsing line "{line}"', exc_info=True) args = {"prompt": line} else: args = {"prompt": line} job_count += args.get("n_iter", p.n_iter) jobs.append(args) print(f"Processing {len(lines)} lines in {job_count} jobs") if (checkbox_iterate or checkbox_iterate_batch) and p.seed == -1: fix_seed(p) state.job_count = job_count images = [] all_prompts = [] infotexts = [] for args in jobs: state.job = f"{state.job_no + 1} out of {state.job_count}" copy_p = copy.copy(p) for k, v in args.items(): if k == "sd_model": copy_p.override_settings["sd_model_checkpoint"] = v else: setattr(copy_p, k, v) if args.get("prompt") and p.prompt: if prompt_position == "start": copy_p.prompt = f'{args.get("prompt")} {p.prompt}' else: copy_p.prompt = f'{p.prompt} {args.get("prompt")}' if args.get("negative_prompt") and p.negative_prompt: if prompt_position == "start": copy_p.negative_prompt = ( f'{args.get("negative_prompt")} {p.negative_prompt}' ) else: copy_p.negative_prompt = ( f'{p.negative_prompt} {args.get("negative_prompt")}' ) proc = process_images(copy_p) images += proc.images if checkbox_iterate: p.seed = p.seed + (p.batch_size * p.n_iter) all_prompts += proc.all_prompts infotexts += proc.infotexts return Processed( p, images, p.seed, "", all_prompts=all_prompts, infotexts=infotexts, )