mirror of
https://github.com/vladmandic/sdnext.git
synced 2026-01-27 15:02:48 +03:00
761ea1c327
Change "Images folder" and "Grids folder" settings to act as base paths that combine with specific folder settings, rather than replacing them. - Add resolve_output_path() helper function to modules/paths.py - Update all output path usages to use combined base + specific paths - Update gallery API to return resolved paths with display labels - Update gallery UI to show short labels with full path on hover Example: If base is "C:\Database\" and specific is "outputs/text", the resolved path becomes "C:\Database\outputs\text" Edge cases handled: - Empty base path: uses specific path directly (backward compatible) - Absolute specific path: ignores base path - Empty specific path: uses base path only
497 lines
21 KiB
Python
497 lines
21 KiB
Python
import io
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import re
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import os
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import sys
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import json
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import queue
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import random
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import datetime
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import threading
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import numpy as np
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import piexif
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import piexif.helper
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from PIL import Image, PngImagePlugin, ExifTags, ImageDraw
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from modules import sd_samplers, shared, script_callbacks, errors, paths
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from modules.images_grid import image_grid, get_grid_size, split_grid, combine_grid, check_grid_size, get_font, draw_grid_annotations, draw_prompt_matrix, GridAnnotation, Grid # pylint: disable=unused-import
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from modules.images_resize import resize_image # pylint: disable=unused-import
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from modules.images_namegen import FilenameGenerator, get_next_sequence_number # pylint: disable=unused-import
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from modules.video import save_video # pylint: disable=unused-import
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debug = errors.log.trace if os.environ.get('SD_PATH_DEBUG', None) is not None else lambda *args, **kwargs: None
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debug_save = errors.log.trace if os.environ.get('SD_SAVE_DEBUG', None) is not None else lambda *args, **kwargs: None
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try:
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from pi_heif import register_heif_opener
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register_heif_opener()
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except Exception:
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pass
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def sanitize_filename_part(text, replace_spaces=True):
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if text is None:
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return None
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if replace_spaces:
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text = text.replace(' ', '_')
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invalid_filename_chars = '#<>:"/\\|?*\n\r\t'
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invalid_filename_prefix = ' '
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invalid_filename_postfix = ' .'
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max_filename_part_length = 64
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text = text.translate({ord(x): '_' for x in invalid_filename_chars})
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text = text.lstrip(invalid_filename_prefix)[:max_filename_part_length]
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text = text.rstrip(invalid_filename_postfix)
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return text
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def atomically_save_image():
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Image.MAX_IMAGE_PIXELS = None # disable check in Pillow and rely on check below to allow large custom image sizes
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while True:
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image, filename, extension, params, exifinfo, filename_txt, is_grid = save_queue.get()
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jobid = shared.state.begin('Save image')
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shared.state.image_history += 1
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if len(exifinfo) > 2:
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with open(paths.params_path, "w", encoding="utf8") as file:
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file.write(exifinfo)
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fn = filename + extension
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filename = filename.strip()
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if extension[0] != '.': # add dot if missing
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extension = '.' + extension
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try:
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image_format = Image.registered_extensions()[extension]
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except Exception:
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shared.log.warning(f'Save: unknown image format: {extension}')
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image_format = 'JPEG'
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exifinfo = (exifinfo or "") if shared.opts.image_metadata else ""
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# additional metadata saved in files
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if shared.opts.save_txt and len(exifinfo) > 0:
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try:
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with open(filename_txt, "w", encoding="utf8") as file:
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file.write(f"{exifinfo}\n")
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shared.log.info(f'Save: text="{filename_txt}" len={len(exifinfo)}')
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except Exception as e:
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shared.log.warning(f'Save failed: description={filename_txt} {e}')
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# actual save
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if image_format == 'PNG':
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pnginfo_data = PngImagePlugin.PngInfo()
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for k, v in params.pnginfo.items():
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pnginfo_data.add_text(k, str(v))
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debug_save(f'Save pnginfo: {params.pnginfo.items()}')
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save_args = { 'compress_level': 6, 'pnginfo': pnginfo_data if shared.opts.image_metadata else None }
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elif image_format == 'JPEG':
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if image.mode == 'RGBA':
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shared.log.warning('Save: removing alpha channel')
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image = image.convert("RGB")
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elif image.mode == 'I;16':
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image = image.point(lambda p: p * 0.0038910505836576).convert("L")
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save_args = { 'optimize': True, 'quality': shared.opts.jpeg_quality }
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if shared.opts.image_metadata:
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debug_save(f'Save exif: {exifinfo}')
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save_args['exif'] = piexif.dump({ "Exif": { piexif.ExifIFD.UserComment: piexif.helper.UserComment.dump(exifinfo, encoding="unicode") } })
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elif image_format == 'WEBP':
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if image.mode == 'I;16':
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image = image.point(lambda p: p * 0.0038910505836576).convert("RGB")
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save_args = { 'optimize': True, 'quality': shared.opts.jpeg_quality, 'lossless': shared.opts.webp_lossless }
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if shared.opts.image_metadata:
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debug_save(f'Save exif: {exifinfo}')
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save_args['exif'] = piexif.dump({ "Exif": { piexif.ExifIFD.UserComment: piexif.helper.UserComment.dump(exifinfo, encoding="unicode") } })
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elif image_format == 'JXL':
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if image.mode == 'I;16':
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image = image.point(lambda p: p * 0.0038910505836576).convert("RGB")
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elif image.mode not in {"RGB", "RGBA"}:
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image = image.convert("RGBA")
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save_args = { 'optimize': True, 'quality': shared.opts.jpeg_quality, 'lossless': shared.opts.webp_lossless }
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if shared.opts.image_metadata:
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debug_save(f'Save exif: {exifinfo}')
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save_args['exif'] = piexif.dump({ "Exif": { piexif.ExifIFD.UserComment: piexif.helper.UserComment.dump(exifinfo, encoding="unicode") } })
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else:
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save_args = { 'quality': shared.opts.jpeg_quality }
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try:
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debug_save(f'Save args: {save_args}')
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image.save(fn, format=image_format, **save_args)
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except Exception as e:
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shared.log.error(f'Save failed: file="{fn}" format={image_format} args={save_args} {e}')
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errors.display(e, 'Image save')
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size = os.path.getsize(fn) if os.path.exists(fn) else 0
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what = 'grid' if is_grid else 'image'
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shared.log.info(f'Save: {what}="{fn}" type={image_format} width={image.width} height={image.height} size={size}')
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if shared.opts.save_log_fn != '' and len(exifinfo) > 0:
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fn = os.path.join(paths.data_path, shared.opts.save_log_fn)
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if not fn.endswith('.json'):
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fn += '.json'
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entries = shared.readfile(fn, silent=True)
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if not isinstance(entries, list):
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entries = []
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idx = len(entries)
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entry = { 'id': idx, 'filename': filename, 'time': datetime.datetime.now().isoformat(), 'info': exifinfo }
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entries.append(entry)
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shared.writefile(entries, fn, mode='w', silent=True)
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shared.log.info(f'Save: json="{fn}" records={len(entries)}')
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shared.state.outputs(filename)
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shared.state.end(jobid)
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save_queue.task_done()
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save_queue: queue.Queue[tuple[Image.Image, str, str, script_callbacks.ImageSaveParams, str, str | None, bool]] = queue.Queue()
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save_thread = threading.Thread(target=atomically_save_image, daemon=True)
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save_thread.start()
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def save_image(image,
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path=None,
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basename='',
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seed=None,
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prompt=None,
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extension=shared.opts.samples_format,
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info=None,
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grid=False,
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pnginfo_section_name='parameters',
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p=None,
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existing_info=None,
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forced_filename=None,
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suffix='',
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save_to_dirs=None,
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):
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fn = f'{sys._getframe(2).f_code.co_name}:{sys._getframe(1).f_code.co_name}' # pylint: disable=protected-access
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debug_save(f'Save: fn={fn}') # pylint: disable=protected-access
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if image is None:
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shared.log.warning('Image is none')
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return None, None, None
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if isinstance(image, list):
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if len(image) > 1:
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shared.log.warning(f'Save: images={image} multiple images provided only the first one will be saved')
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image = image[0]
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if not check_grid_size([image]):
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return None, None, None
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if path is None or path == '': # set default path to avoid errors when functions are triggered manually or via api and param is not set
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path = paths.resolve_output_path(shared.opts.outdir_samples, shared.opts.outdir_save)
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namegen = FilenameGenerator(p, seed, prompt, image, grid=grid)
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suffix = suffix if suffix is not None else ''
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basename = '' if basename is None else basename
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if save_to_dirs is not None and isinstance(save_to_dirs, str) and len(save_to_dirs) > 0:
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dirname = save_to_dirs
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path = os.path.join(path, dirname)
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elif shared.opts.save_to_dirs:
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dirname = namegen.apply(shared.opts.directories_filename_pattern or "[prompt_words]")
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path = os.path.join(path, dirname)
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if forced_filename is None:
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if shared.opts.samples_filename_pattern and len(shared.opts.samples_filename_pattern) > 0:
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file_decoration = shared.opts.samples_filename_pattern
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else:
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file_decoration = "[seq]-[prompt_words]"
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file_decoration = namegen.apply(file_decoration)
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file_decoration += suffix
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if file_decoration.startswith(basename):
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basename = ''
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filename = os.path.join(path, f"{file_decoration}.{extension}") if basename == '' else os.path.join(path, f"{basename}-{file_decoration}.{extension}")
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else:
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forced_filename += suffix
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if forced_filename.startswith(basename):
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basename = ''
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filename = os.path.join(path, f"{forced_filename}.{extension}") if basename == '' else os.path.join(path, f"{basename}-{forced_filename}.{extension}")
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pnginfo = existing_info or {}
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if info is None:
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info = image.info.get(pnginfo_section_name, '')
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if info is not None:
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pnginfo[pnginfo_section_name] = info
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wm_text = getattr(p, 'watermark_text', shared.opts.image_watermark)
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wm_image = getattr(p, 'watermark_image', shared.opts.image_watermark_image)
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image = set_watermark(image, wm_text, wm_image)
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params = script_callbacks.ImageSaveParams(image, p, filename, pnginfo)
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params.filename = namegen.sanitize(filename)
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dirname = os.path.dirname(params.filename)
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if dirname is not None and len(dirname) > 0:
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os.makedirs(dirname, exist_ok=True)
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params.filename = namegen.sequence(params.filename)
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params.filename = namegen.sanitize(params.filename)
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# callbacks
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script_callbacks.before_image_saved_callback(params)
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exifinfo = params.pnginfo.get('UserComment', '')
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exifinfo = exifinfo + ', ' if len(exifinfo) > 0 else ''
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exifinfo += params.pnginfo.get(pnginfo_section_name, '')
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filename, extension = os.path.splitext(params.filename)
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filename_txt = f"{filename}.txt" if shared.opts.save_txt and len(exifinfo) > 0 else None
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save_queue.put((params.image, filename, extension, params, exifinfo, filename_txt, grid)) # actual save is executed in a thread that polls data from queue
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save_queue.join()
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if not hasattr(params.image, 'already_saved_as'):
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debug(f'Image marked: "{params.filename}"')
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params.image.already_saved_as = params.filename
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script_callbacks.image_saved_callback(params)
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return params.filename, filename_txt, exifinfo
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def safe_decode_string(s: bytes):
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remove_prefix = lambda text, prefix: text[len(prefix):] if text.startswith(prefix) else text # pylint: disable=unnecessary-lambda-assignment
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for encoding in ['utf_16_be', 'utf-8', 'utf-16', 'ascii', 'latin_1', 'cp1252', 'cp437']: # try different encodings
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try:
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s = remove_prefix(s, b'UNICODE')
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s = remove_prefix(s, b'ASCII')
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s = remove_prefix(s, b'\x00')
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val = s.decode(encoding, errors="strict")
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val = re.sub(r'[\x00-\x09]', '', val).strip() # remove remaining special characters
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if len(val) == 0: # remove empty strings
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val = None
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return val
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except Exception:
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pass
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return None
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def parse_comfy_metadata(data: dict):
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def parse_workflow():
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res = ''
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try:
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txt = data.get('workflow', {})
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dct = json.loads(txt)
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nodes = len(dct.get('nodes', []))
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version = dct.get('extra', {}).get('frontendVersion', 'unknown')
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if version is not None:
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res = f" | Version: {version} | Nodes: {nodes}"
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except Exception:
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pass
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return res
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def parse_prompt():
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res = ''
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try:
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txt = data.get('prompt', {})
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dct = json.loads(txt)
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for val in dct.values():
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inp = val.get('inputs', {})
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if 'model' in inp:
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model = inp.get('model', None)
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if isinstance(model, str) and len(model) > 0:
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res += f" | Model: {model} | Class: {val.get('class_type', '')}"
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except Exception:
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pass
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return res
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workflow = parse_workflow()
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prompt = parse_prompt()
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if len(workflow) > 0 or len(prompt) > 0:
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parsed = f'App: ComfyUI{workflow}{prompt}'
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shared.log.info(f'Image metadata: {parsed}')
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return parsed
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return ''
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def parse_invoke_metadata(data: dict):
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def parse_metadtaa():
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res = ''
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try:
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txt = data.get('invokeai_metadata', {})
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dct = json.loads(txt)
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if 'app_version' in dct:
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version = dct['app_version']
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if isinstance(version, str) and len(version) > 0:
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res += f" | Version: {version}"
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except Exception:
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pass
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return res
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metadata = parse_metadtaa()
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if len(metadata) > 0:
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parsed = f'App: InvokeAI{metadata}'
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shared.log.info(f'Image metadata: {parsed}')
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return parsed
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return ''
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def parse_novelai_metadata(data: dict):
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geninfo = ''
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if data.get("Software", None) == "NovelAI":
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try:
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dct = json.loads(data["Comment"])
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sampler = sd_samplers.samplers_map.get(dct["sampler"], "Euler a")
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geninfo = f'{data["Description"]} Negative prompt: {dct["uc"]} Steps: {dct["steps"]}, Sampler: {sampler}, CFG scale: {dct["scale"]}, Seed: {dct["seed"]}, Clip skip: 2, ENSD: 31337'
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except Exception:
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pass
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return geninfo
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def read_info_from_image(image: Image.Image, watermark: bool = False):
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if image is None:
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return '', {}
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if isinstance(image, str):
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try:
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image = Image.open(image)
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image.load()
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except Exception:
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return '', {}
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items = image.info or {}
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geninfo = items.pop('parameters', None) or items.pop('UserComment', None) or ''
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if geninfo is not None and len(geninfo) > 0:
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if 'UserComment' in geninfo:
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geninfo = geninfo['UserComment']
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items['UserComment'] = geninfo
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if "exif" in items:
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try:
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exif = piexif.load(items["exif"])
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except Exception as e:
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shared.log.error(f'Error loading EXIF data: {e}')
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exif = {}
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for _key, subkey in exif.items():
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if isinstance(subkey, dict):
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for key, val in subkey.items():
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if isinstance(val, bytes): # decode bytestring
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val = safe_decode_string(val)
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if isinstance(val, tuple) and isinstance(val[0], int) and isinstance(val[1], int) and val[1] > 0: # convert camera ratios
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val = round(val[0] / val[1], 2)
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if val is not None and key in ExifTags.TAGS: # add known tags
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if ExifTags.TAGS[key] == 'UserComment': # add geninfo from UserComment
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geninfo = val
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items['parameters'] = val
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else:
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items[ExifTags.TAGS[key]] = val
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elif val is not None and key in ExifTags.GPSTAGS:
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items[ExifTags.GPSTAGS[key]] = val
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if watermark:
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wm = get_watermark(image)
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if wm != '':
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# geninfo += f' Watermark: {wm}'
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items['watermark'] = wm
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for key, val in items.items():
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if isinstance(val, bytes): # decode bytestring
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items[key] = safe_decode_string(val)
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geninfo += parse_comfy_metadata(items)
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geninfo += parse_invoke_metadata(items)
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geninfo += parse_novelai_metadata(items)
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for key in ['exif', 'ExifOffset', 'JpegIFOffset', 'JpegIFByteCount', 'ExifVersion', 'icc_profile', 'jfif', 'jfif_version', 'jfif_unit', 'jfif_density', 'adobe', 'photoshop', 'loop', 'duration', 'dpi']: # remove unwanted tags
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items.pop(key, None)
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try:
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items['width'] = image.width
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items['height'] = image.height
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items['mode'] = image.mode
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except Exception:
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pass
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return geninfo, items
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def image_data(data):
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import gradio as gr
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if data is None:
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return gr.update(), None
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err1 = None
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err2 = None
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try:
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image = Image.open(io.BytesIO(data))
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image.load()
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info, _ = read_info_from_image(image)
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errors.log.debug(f'Decoded object: image={image} metadata={info}')
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return info, None
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except Exception as e:
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err1 = e
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try:
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if len(data) > 1024 * 10:
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errors.log.warning(f'Error decoding object: data too long: {len(data)}')
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return gr.update(), None
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info = data.decode('utf8')
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errors.log.debug(f'Decoded object: data={len(data)} metadata={info}')
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return info, None
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except Exception as e:
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err2 = e
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errors.log.error(f'Error decoding object: {err1 or err2}')
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return gr.update(), None
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def flatten(img, bgcolor):
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"""replaces transparency with bgcolor (example: "#ffffff"), returning an RGB mode image with no transparency"""
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if img.mode == "RGBA":
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background = Image.new('RGBA', img.size, bgcolor)
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background.paste(img, mask=img)
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img = background
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return img.convert('RGB')
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def draw_overlay(im, text: str = '', y_offset: int = 0):
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d = ImageDraw.Draw(im)
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fontsize = (im.width + im.height) // 50
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font = get_font(fontsize)
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d.text((fontsize//2, fontsize//2 + y_offset), text, font=font, fill=shared.opts.font_color)
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return im
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|
def set_watermark(image, wm_text: str | None = None, wm_image: Image.Image | None = None):
|
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if shared.opts.image_watermark_position != 'none' and wm_image is not None: # visible watermark
|
|
if isinstance(wm_image, str):
|
|
try:
|
|
wm_image = Image.open(wm_image)
|
|
except Exception as e:
|
|
shared.log.warning(f'Set image watermark: image={wm_image} {e}')
|
|
return image
|
|
if isinstance(wm_image, Image.Image):
|
|
if wm_image.mode != 'RGBA':
|
|
wm_image = wm_image.convert('RGBA')
|
|
if shared.opts.image_watermark_position == 'top/left':
|
|
position = (0, 0)
|
|
elif shared.opts.image_watermark_position == 'top/right':
|
|
position = (image.width - wm_image.width, 0)
|
|
elif shared.opts.image_watermark_position == 'bottom/left':
|
|
position = (0, image.height - wm_image.height)
|
|
elif shared.opts.image_watermark_position == 'bottom/right':
|
|
position = (image.width - wm_image.width, image.height - wm_image.height)
|
|
elif shared.opts.image_watermark_position == 'center':
|
|
position = ((image.width - wm_image.width) // 2, (image.height - wm_image.height) // 2)
|
|
else:
|
|
position = (random.randint(0, image.width - wm_image.width), random.randint(0, image.height - wm_image.height))
|
|
try:
|
|
for x in range(wm_image.width):
|
|
for y in range(wm_image.height):
|
|
rgba = wm_image.getpixel((x, y))
|
|
orig = image.getpixel((x+position[0], y+position[1]))
|
|
# alpha blend
|
|
a = rgba[3] / 255
|
|
r = int(rgba[0] * a + orig[0] * (1 - a))
|
|
g = int(rgba[1] * a + orig[1] * (1 - a))
|
|
b = int(rgba[2] * a + orig[2] * (1 - a))
|
|
if not a == 0:
|
|
image.putpixel((x+position[0], y+position[1]), (r, g, b))
|
|
shared.log.debug(f'Set image watermark: image={wm_image} position={position}')
|
|
except Exception as e:
|
|
shared.log.warning(f'Set image watermark: image={wm_image} {e}')
|
|
|
|
if shared.opts.image_watermark_enabled and wm_text is not None: # invisible watermark
|
|
from imwatermark import WatermarkEncoder
|
|
wm_type = 'bytes'
|
|
wm_method = 'dwtDctSvd'
|
|
wm_length = 32
|
|
length = wm_length // 8
|
|
info = image.info
|
|
data = np.asarray(image)
|
|
encoder = WatermarkEncoder()
|
|
text = f"{wm_text:<{length}}"[:length]
|
|
bytearr = text.encode(encoding='ascii', errors='ignore')
|
|
try:
|
|
encoder.set_watermark(wm_type, bytearr)
|
|
encoded = encoder.encode(data, wm_method)
|
|
image = Image.fromarray(encoded)
|
|
image.info = info
|
|
shared.log.debug(f'Set invisible watermark: {wm_text} method={wm_method} bits={wm_length}')
|
|
except Exception as e:
|
|
shared.log.warning(f'Set invisible watermark error: {wm_text} method={wm_method} bits={wm_length} {e}')
|
|
|
|
return image
|
|
|
|
|
|
def get_watermark(image):
|
|
from imwatermark import WatermarkDecoder
|
|
wm_type = 'bytes'
|
|
wm_method = 'dwtDctSvd'
|
|
wm_length = 32
|
|
data = np.asarray(image)
|
|
decoder = WatermarkDecoder(wm_type, wm_length)
|
|
try:
|
|
decoded = decoder.decode(data, wm_method)
|
|
wm = decoded.decode(encoding='ascii', errors='ignore')
|
|
except Exception:
|
|
wm = ''
|
|
return wm
|