| import os | |
| from PIL import Image | |
| from modules import shared, images, devices, scripts, scripts_postprocessing, ui_common, generation_parameters_copypaste | |
| from modules.shared import opts | |
| def run_postprocessing(extras_mode, image, image_folder, input_dir, output_dir, show_extras_results, *args, save_output: bool = True): | |
| devices.torch_gc() | |
| shared.state.begin(job="extras") | |
| outputs = [] | |
| def get_images(extras_mode, image, image_folder, input_dir): | |
| if extras_mode == 1: | |
| for img in image_folder: | |
| if isinstance(img, Image.Image): | |
| image = img | |
| fn = '' | |
| else: | |
| image = Image.open(os.path.abspath(img.name)) | |
| fn = os.path.splitext(img.orig_name)[0] | |
| yield image, fn | |
| elif extras_mode == 2: | |
| assert not shared.cmd_opts.hide_ui_dir_config, '--hide-ui-dir-config option must be disabled' | |
| assert input_dir, 'input directory not selected' | |
| image_list = shared.listfiles(input_dir) | |
| for filename in image_list: | |
| yield filename, filename | |
| else: | |
| assert image, 'image not selected' | |
| yield image, None | |
| if extras_mode == 2 and output_dir != '': | |
| outpath = output_dir | |
| else: | |
| outpath = opts.outdir_samples or opts.outdir_extras_samples | |
| infotext = '' | |
| data_to_process = list(get_images(extras_mode, image, image_folder, input_dir)) | |
| shared.state.job_count = len(data_to_process) | |
| for image_placeholder, name in data_to_process: | |
| image_data: Image.Image | |
| shared.state.nextjob() | |
| shared.state.textinfo = name | |
| shared.state.skipped = False | |
| if shared.state.interrupted: | |
| break | |
| if isinstance(image_placeholder, str): | |
| try: | |
| image_data = Image.open(image_placeholder) | |
| except Exception: | |
| continue | |
| else: | |
| image_data = image_placeholder | |
| shared.state.assign_current_image(image_data) | |
| parameters, existing_pnginfo = images.read_info_from_image(image_data) | |
| if parameters: | |
| existing_pnginfo["parameters"] = parameters | |
| initial_pp = scripts_postprocessing.PostprocessedImage(image_data.convert("RGB")) | |
| scripts.scripts_postproc.run(initial_pp, args) | |
| if shared.state.skipped: | |
| continue | |
| used_suffixes = {} | |
| for pp in [initial_pp, *initial_pp.extra_images]: | |
| suffix = pp.get_suffix(used_suffixes) | |
| if opts.use_original_name_batch and name is not None: | |
| basename = os.path.splitext(os.path.basename(name))[0] | |
| forced_filename = basename + suffix | |
| else: | |
| basename = '' | |
| forced_filename = None | |
| infotext = ", ".join([k if k == v else f'{k}: {generation_parameters_copypaste.quote(v)}' for k, v in pp.info.items() if v is not None]) | |
| if opts.enable_pnginfo: | |
| pp.image.info = existing_pnginfo | |
| pp.image.info["postprocessing"] = infotext | |
| if save_output: | |
| fullfn, _ = images.save_image(pp.image, path=outpath, basename=basename, extension=opts.samples_format, info=infotext, short_filename=True, no_prompt=True, grid=False, pnginfo_section_name="extras", existing_info=existing_pnginfo, forced_filename=forced_filename, suffix=suffix) | |
| if pp.caption: | |
| caption_filename = os.path.splitext(fullfn)[0] + ".txt" | |
| if os.path.isfile(caption_filename): | |
| with open(caption_filename, encoding="utf8") as file: | |
| existing_caption = file.read().strip() | |
| else: | |
| existing_caption = "" | |
| action = shared.opts.postprocessing_existing_caption_action | |
| if action == 'Prepend' and existing_caption: | |
| caption = f"{existing_caption} {pp.caption}" | |
| elif action == 'Append' and existing_caption: | |
| caption = f"{pp.caption} {existing_caption}" | |
| elif action == 'Keep' and existing_caption: | |
| caption = existing_caption | |
| else: | |
| caption = pp.caption | |
| caption = caption.strip() | |
| if caption: | |
| with open(caption_filename, "w", encoding="utf8") as file: | |
| file.write(caption) | |
| if extras_mode != 2 or show_extras_results: | |
| outputs.append(pp.image) | |
| image_data.close() | |
| devices.torch_gc() | |
| shared.state.end() | |
| return outputs, ui_common.plaintext_to_html(infotext), '' | |
| def run_postprocessing_webui(id_task, *args, **kwargs): | |
| return run_postprocessing(*args, **kwargs) | |
| def run_extras(extras_mode, resize_mode, image, image_folder, input_dir, output_dir, show_extras_results, gfpgan_visibility, codeformer_visibility, codeformer_weight, upscaling_resize, upscaling_resize_w, upscaling_resize_h, upscaling_crop, extras_upscaler_1, extras_upscaler_2, extras_upscaler_2_visibility, upscale_first: bool, save_output: bool = True): | |
| """old handler for API""" | |
| args = scripts.scripts_postproc.create_args_for_run({ | |
| "Upscale": { | |
| "upscale_mode": resize_mode, | |
| "upscale_by": upscaling_resize, | |
| "upscale_to_width": upscaling_resize_w, | |
| "upscale_to_height": upscaling_resize_h, | |
| "upscale_crop": upscaling_crop, | |
| "upscaler_1_name": extras_upscaler_1, | |
| "upscaler_2_name": extras_upscaler_2, | |
| "upscaler_2_visibility": extras_upscaler_2_visibility, | |
| }, | |
| "GFPGAN": { | |
| "enable": True, | |
| "gfpgan_visibility": gfpgan_visibility, | |
| }, | |
| "CodeFormer": { | |
| "enable": True, | |
| "codeformer_visibility": codeformer_visibility, | |
| "codeformer_weight": codeformer_weight, | |
| }, | |
| }) | |
| return run_postprocessing(extras_mode, image, image_folder, input_dir, output_dir, show_extras_results, *args, save_output=save_output) | |