diff --git a/extensions-builtin/Lora/ui_edit_user_metadata.py b/extensions-builtin/Lora/ui_edit_user_metadata.py new file mode 100644 index 00000000..c7dbd1c1 --- /dev/null +++ b/extensions-builtin/Lora/ui_edit_user_metadata.py @@ -0,0 +1,187 @@ +import html +import json +import random + +import gradio as gr +import re + +from modules import ui_extra_networks_user_metadata + + +def is_non_comma_tagset(tags): + average_tag_length = sum(len(x) for x in tags.keys()) / len(tags) + + return average_tag_length >= 16 + + +re_word = re.compile(r"[-_\w']+") +re_comma = re.compile(r" *, *") + + +def build_tags(metadata): + tags = {} + + for _, tags_dict in metadata.get("ss_tag_frequency", {}).items(): + for tag, tag_count in tags_dict.items(): + tag = tag.strip() + tags[tag] = tags.get(tag, 0) + int(tag_count) + + if tags and is_non_comma_tagset(tags): + new_tags = {} + + for text, text_count in tags.items(): + for word in re.findall(re_word, text): + if len(word) < 3: + continue + + new_tags[word] = new_tags.get(word, 0) + text_count + + tags = new_tags + + ordered_tags = sorted(tags.keys(), key=tags.get, reverse=True) + + return [(tag, tags[tag]) for tag in ordered_tags] + + +class LoraUserMetadataEditor(ui_extra_networks_user_metadata.UserMetadataEditor): + def __init__(self, ui, tabname, page): + super().__init__(ui, tabname, page) + + self.taginfo = None + self.edit_activation_text = None + self.slider_preferred_weight = None + self.edit_notes = None + + def save_lora_user_metadata(self, name, desc, activation_text, preferred_weight, notes): + user_metadata = self.get_user_metadata(name) + user_metadata["description"] = desc + user_metadata["activation text"] = activation_text + user_metadata["preferred weight"] = preferred_weight + user_metadata["notes"] = notes + + self.write_user_metadata(name, user_metadata) + + def get_metadata_table(self, name): + table = super().get_metadata_table(name) + item = self.page.items.get(name, {}) + metadata = json.loads(item.get("metadata") or '{}') + + keys = [ + ('ss_sd_model_name', "Model:"), + ('ss_resolution', "Resolution:"), + ('ss_clip_skip', "Clip skip:"), + ] + + for key, label in keys: + value = metadata.get(key, None) + if value is not None and str(value) != "None": + table.append((label, html.escape(value))) + + image_count = 0 + for _, params in metadata.get("ss_dataset_dirs", {}).items(): + image_count += int(params.get("img_count", 0)) + + if image_count: + table.append(("Dataset size:", image_count)) + + return table + + def put_values_into_components(self, name): + user_metadata = self.get_user_metadata(name) + values = super().put_values_into_components(name) + + item = self.page.items.get(name, {}) + metadata = json.loads(item.get("metadata") or '{}') + + tags = build_tags(metadata) + gradio_tags = [(tag, str(count)) for tag, count in tags[0:24]] + + return [ + *values[0:4], + gr.HighlightedText.update(value=gradio_tags, visible=True if tags else False), + user_metadata.get('activation text', ''), + float(user_metadata.get('preferred weight', 0.0)), + user_metadata.get('notes', ''), + gr.update(visible=True if tags else False), + gr.update(value=self.generate_random_prompt_from_tags(tags), visible=True if tags else False), + ] + + def generate_random_prompt(self, name): + item = self.page.items.get(name, {}) + metadata = json.loads(item.get("metadata") or '{}') + tags = build_tags(metadata) + + return self.generate_random_prompt_from_tags(tags) + + def generate_random_prompt_from_tags(self, tags): + max_count = None + res = [] + for tag, count in tags: + if not max_count: + max_count = count + + v = random.random() * max_count + if count > v: + res.append(tag) + + return ", ".join(sorted(res)) + + def create_editor(self): + self.create_default_editor_elems() + + self.taginfo = gr.HighlightedText(label="Tags") + self.edit_activation_text = gr.Text(label='Activation text', info="Will be added to prompt along with Lora") + self.slider_preferred_weight = gr.Slider(label='Preferred weight', info="Set to 0 to disable", minimum=0.0, maximum=2.0, step=0.01) + + with gr.Row() as row_random_prompt: + with gr.Column(scale=8): + random_prompt = gr.Textbox(label='Random prompt', lines=4, max_lines=4, interactive=False) + + with gr.Column(scale=1, min_width=120): + generate_random_prompt = gr.Button('Generate').style(full_width=True, size="lg") + + self.edit_notes = gr.TextArea(label='Notes', lines=4) + + generate_random_prompt.click(fn=self.generate_random_prompt, inputs=[self.edit_name_input], outputs=[random_prompt]) + + def select_tag(activation_text, evt: gr.SelectData): + tag = evt.value[0] + + words = re.split(re_comma, activation_text) + if tag in words: + words = [x for x in words if x != tag and x.strip()] + return ", ".join(words) + + return activation_text + ", " + tag if activation_text else tag + + self.taginfo.select(fn=select_tag, inputs=[self.edit_activation_text], outputs=[self.edit_activation_text], show_progress=False) + + self.create_default_buttons() + + viewed_components = [ + self.edit_name, + self.edit_description, + self.html_filedata, + self.html_preview, + self.taginfo, + self.edit_activation_text, + self.slider_preferred_weight, + self.edit_notes, + row_random_prompt, + random_prompt, + ] + + self.button_edit\ + .click(fn=self.put_values_into_components, inputs=[self.edit_name_input], outputs=viewed_components)\ + .then(fn=lambda: gr.update(visible=True), inputs=[], outputs=[self.box]) + + edited_components = [ + self.edit_description, + self.edit_activation_text, + self.slider_preferred_weight, + self.edit_notes, + ] + + self.button_save\ + .click(fn=self.save_lora_user_metadata, inputs=[self.edit_name_input, *edited_components], outputs=[]) \ + .then(fn=None, _js="extraNetworksReloadAll") diff --git a/extensions-builtin/Lora/ui_extra_networks_lora.py b/extensions-builtin/Lora/ui_extra_networks_lora.py index 29b16c1c..95296275 100644 --- a/extensions-builtin/Lora/ui_extra_networks_lora.py +++ b/extensions-builtin/Lora/ui_extra_networks_lora.py @@ -3,6 +3,7 @@ import os import lora from modules import shared, ui_extra_networks +from ui_edit_user_metadata import LoraUserMetadataEditor class ExtraNetworksPageLora(ui_extra_networks.ExtraNetworksPage): @@ -18,19 +19,29 @@ class ExtraNetworksPageLora(ui_extra_networks.ExtraNetworksPage): alias = lora_on_disk.get_alias() - yield { + item = { "name": name, "filename": lora_on_disk.filename, "preview": self.find_preview(path), "description": self.find_description(path), "search_term": self.search_terms_from_path(lora_on_disk.filename), - "prompt": json.dumps(f""), "local_preview": f"{path}.{shared.opts.samples_format}", "metadata": json.dumps(lora_on_disk.metadata, indent=4) if lora_on_disk.metadata else None, "sort_keys": {'default': index, **self.get_sort_keys(lora_on_disk.filename)}, - } + self.read_user_metadata(item) + activation_text = item["user_metadata"].get("activation text") + preferred_weight = item["user_metadata"].get("preferred weight", 0.0) + item["prompt"] = json.dumps(f"") + + if activation_text: + item["prompt"] += " + " + json.dumps(" " + activation_text) + + yield item + def allowed_directories_for_previews(self): return [shared.cmd_opts.lora_dir] + def create_user_metadata_editor(self, ui, tabname): + return LoraUserMetadataEditor(ui, tabname, self) diff --git a/javascript/extraNetworks.js b/javascript/extraNetworks.js index 7007b353..8b67bf2b 100644 --- a/javascript/extraNetworks.js +++ b/javascript/extraNetworks.js @@ -113,7 +113,7 @@ function setupExtraNetworks() { onUiLoaded(setupExtraNetworks); -var re_extranet = /<([^:]+:[^:]+):[\d.]+>/; +var re_extranet = /<([^:]+:[^:]+):[\d.]+>(.*)/; var re_extranet_g = /\s+<([^:]+:[^:]+):[\d.]+>/g; function tryToRemoveExtraNetworkFromPrompt(textarea, text) { @@ -121,15 +121,22 @@ function tryToRemoveExtraNetworkFromPrompt(textarea, text) { var replaced = false; var newTextareaText; if (m) { + var extraTextAfterNet = m[2]; var partToSearch = m[1]; - newTextareaText = textarea.value.replaceAll(re_extranet_g, function(found) { + var foundAtPosition = -1; + newTextareaText = textarea.value.replaceAll(re_extranet_g, function(found, net, pos) { m = found.match(re_extranet); if (m[1] == partToSearch) { replaced = true; + foundAtPosition = pos; return ""; } return found; }); + + if (foundAtPosition >= 0 && newTextareaText.substr(foundAtPosition, extraTextAfterNet.length) == extraTextAfterNet) { + newTextareaText = newTextareaText.substr(0, foundAtPosition) + newTextareaText.substr(foundAtPosition + extraTextAfterNet.length); + } } else { newTextareaText = textarea.value.replaceAll(new RegExp(text, "g"), function(found) { if (found == text) { @@ -288,3 +295,10 @@ function extraNetworksEditUserMetadata(event, tabname, extraPage, cardName) { event.stopPropagation(); } + +function extraNetworksReloadAll() { + closePopup(); + + gradioApp().getElementById('txt2img_extra_refresh').click(); + gradioApp().getElementById('img2img_extra_refresh').click(); +} diff --git a/modules/ui_extra_networks_user_metadata.py b/modules/ui_extra_networks_user_metadata.py index 8d20d026..0dbd7419 100644 --- a/modules/ui_extra_networks_user_metadata.py +++ b/modules/ui_extra_networks_user_metadata.py @@ -52,7 +52,7 @@ class UserMetadataEditor: def create_default_buttons(self): - with gr.Row(): + with gr.Row(elem_classes="edit-user-metadata-buttons"): self.button_cancel = gr.Button('Cancel') self.button_replace_preview = gr.Button('Replace preview', variant='primary') self.button_save = gr.Button('Save', variant='primary') @@ -88,8 +88,7 @@ class UserMetadataEditor: stats = os.stat(filename) params = [ ('File size: ', sysinfo.pretty_bytes(stats.st_size)), - ('Created: ', datetime.datetime.fromtimestamp(stats.st_ctime).strftime('%Y-%m-%d %H:%M')), - ('Last modified: ', datetime.datetime.fromtimestamp(stats.st_mtime).strftime('%Y-%m-%d %H:%M')), + ('Modified: ', datetime.datetime.fromtimestamp(stats.st_mtime).strftime('%Y-%m-%d %H:%M')), ] return params @@ -100,7 +99,12 @@ class UserMetadataEditor: def put_values_into_components(self, name): user_metadata = self.get_user_metadata(name) - params = self.get_metadata_table(name) + try: + params = self.get_metadata_table(name) + except Exception as e: + errors.display(e, f"reading metadata info for {name}") + params = [] + table = '' + "".join(f"" for name, value in params) + '
{name}{value}
' return html.escape(name), user_metadata.get('description', ''), table, self.get_card_html(name) @@ -128,7 +132,9 @@ class UserMetadataEditor: .click(fn=self.put_values_into_components, inputs=[self.edit_name_input], outputs=[self.edit_name, self.edit_description, self.html_filedata, self.html_preview])\ .then(fn=lambda: gr.update(visible=True), inputs=[], outputs=[self.box]) - self.button_save.click(fn=self.save_user_metadata, inputs=[self.edit_name_input, self.edit_description], outputs=[]).then(fn=None, _js="closePopup") + self.button_save\ + .click(fn=self.save_user_metadata, inputs=[self.edit_name_input, self.edit_description], outputs=[])\ + .then(fn=None, _js="extraNetworksReloadAll") def create_ui(self): with gr.Box(visible=False, elem_id=self.id_part, elem_classes="edit-user-metadata") as box: @@ -142,7 +148,7 @@ class UserMetadataEditor: def save_preview(self, index, gallery, name): if len(gallery) == 0: print("There is no image in gallery to save as a preview.") - return [self.get_card_html(name)] + [page.create_html(self.ui.tabname) for page in self.ui.stored_extra_pages] + return [self.get_card_html(name)] + self.regenerate_ui_pages() item = self.page.items.get(name, {}) @@ -156,7 +162,10 @@ class UserMetadataEditor: images.save_image_with_geninfo(image, geninfo, item["local_preview"]) - return [self.get_card_html(name)] + [page.create_html(self.tabname) for page in self.ui.stored_extra_pages] + return [self.get_card_html(name)] + self.regenerate_ui_pages() + + def regenerate_ui_pages(self): + return [page.create_html(self.tabname) for page in self.ui.stored_extra_pages] def setup_ui(self, gallery): self.button_replace_preview.click( diff --git a/style.css b/style.css index 4431c1aa..af6344a8 100644 --- a/style.css +++ b/style.css @@ -1004,7 +1004,7 @@ footer { } div.block.gradio-box.edit-user-metadata { - min-width: 56em; + width: 56em; background: var(--body-background-fill); padding: 2em !important; } @@ -1021,3 +1021,10 @@ div.block.gradio-box.edit-user-metadata { .edit-user-metadata .wrap.translucent{ background: var(--body-background-fill); } +.edit-user-metadata .gradio-highlightedtext span{ + word-break: break-word; +} + +.edit-user-metadata-buttons{ + margin-top: 1.5em; +}