Instructions to use Toc/toc with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Toc/toc with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Toc/toc", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| const styleColors = { | |
| "--results-bg": ["#0b0f19", "#ffffff"], | |
| "--results-border-color": ["#4b5563", "#e5e7eb"], | |
| "--results-border-width": ["1px", "1.5px"], | |
| "--results-bg-odd": ["#111827", "#f9fafb"], | |
| "--results-hover": ["#1f2937", "#f5f6f8"], | |
| "--results-selected": ["#374151", "#e5e7eb"], | |
| "--meta-text-color": ["#6b6f7b", "#a2a9b4"], | |
| "--embedding-v1-color": ["lightsteelblue", "#2b5797"], | |
| "--embedding-v2-color": ["skyblue", "#2d89ef"], | |
| } | |
| const browserVars = { | |
| "--results-overflow-y": { | |
| "firefox": "scroll", | |
| "other": "auto" | |
| } | |
| } | |
| // Style for new elements. Gets appended to the Gradio root. | |
| const autocompleteCSS = ` | |
| #quicksettings [id^=setting_tac] { | |
| background-color: transparent; | |
| min-width: fit-content; | |
| align-self: center; | |
| } | |
| #quicksettings [id^=setting_tac] > label > span { | |
| margin-bottom: 0px; | |
| } | |
| .autocompleteResults { | |
| position: absolute; | |
| z-index: 999; | |
| max-width: calc(100% - 1.5rem); | |
| margin: 5px 0 0 0; | |
| background-color: var(--results-bg) !important; | |
| border: var(--results-border-width) solid var(--results-border-color) !important; | |
| border-radius: 12px !important; | |
| overflow-y: var(--results-overflow-y); | |
| overflow-x: hidden; | |
| word-break: break-word; | |
| } | |
| .autocompleteResultsList > li:nth-child(odd) { | |
| background-color: var(--results-bg-odd); | |
| } | |
| .autocompleteResultsList > li { | |
| list-style-type: none; | |
| padding: 10px; | |
| cursor: pointer; | |
| } | |
| .autocompleteResultsList > li:hover { | |
| background-color: var(--results-hover); | |
| } | |
| .autocompleteResultsList > li.selected { | |
| background-color: var(--results-selected); | |
| } | |
| .resultsFlexContainer { | |
| display: flex; | |
| } | |
| .acListItem { | |
| white-space: break-spaces; | |
| } | |
| .acMetaText { | |
| position: relative; | |
| flex-grow: 1; | |
| text-align: end; | |
| padding: 0 0 0 15px; | |
| white-space: nowrap; | |
| color: var(--meta-text-color); | |
| } | |
| .acWikiLink { | |
| padding: 0.5rem; | |
| margin: -0.5rem 0 -0.5rem -0.5rem; | |
| } | |
| .acWikiLink:hover { | |
| text-decoration: underline; | |
| } | |
| .acListItem.acEmbeddingV1 { | |
| color: var(--embedding-v1-color); | |
| } | |
| .acListItem.acEmbeddingV2 { | |
| color: var(--embedding-v2-color); | |
| } | |
| `; | |
| async function loadTags(c) { | |
| // Load main tags and aliases | |
| if (allTags.length === 0 && c.tagFile && c.tagFile !== "None") { | |
| try { | |
| allTags = await loadCSV(`${tagBasePath}/${c.tagFile}`); | |
| } catch (e) { | |
| console.error("Error loading tags file: " + e); | |
| return; | |
| } | |
| } | |
| if (c.extra.extraFile && c.extra.extraFile !== "None") { | |
| try { | |
| extras = await loadCSV(`${tagBasePath}/${c.extra.extraFile}`); | |
| } catch (e) { | |
| console.error("Error loading extra file: " + e); | |
| return; | |
| } | |
| } | |
| } | |
| async function loadTranslations(c) { | |
| if (c.translation.translationFile && c.translation.translationFile !== "None") { | |
| try { | |
| let tArray = await loadCSV(`${tagBasePath}/${c.translation.translationFile}`); | |
| tArray.forEach(t => { | |
| if (c.translation.oldFormat) | |
| translations.set(t[0], t[2]); | |
| else | |
| translations.set(t[0], t[1]); | |
| }); | |
| } catch (e) { | |
| console.error("Error loading translations file: " + e); | |
| return; | |
| } | |
| } | |
| } | |
| async function syncOptions() { | |
| let newCFG = { | |
| // Main tag file | |
| tagFile: opts["tac_tagFile"], | |
| // Active in settings | |
| activeIn: { | |
| global: opts["tac_active"], | |
| txt2img: opts["tac_activeIn.txt2img"], | |
| img2img: opts["tac_activeIn.img2img"], | |
| negativePrompts: opts["tac_activeIn.negativePrompts"], | |
| thirdParty: opts["tac_activeIn.thirdParty"], | |
| modelList: opts["tac_activeIn.modelList"], | |
| modelListMode: opts["tac_activeIn.modelListMode"] | |
| }, | |
| // Results related settings | |
| slidingPopup: opts["tac_slidingPopup"], | |
| maxResults: opts["tac_maxResults"], | |
| showAllResults: opts["tac_showAllResults"], | |
| resultStepLength: opts["tac_resultStepLength"], | |
| delayTime: opts["tac_delayTime"], | |
| useWildcards: opts["tac_useWildcards"], | |
| useEmbeddings: opts["tac_useEmbeddings"], | |
| useHypernetworks: opts["tac_useHypernetworks"], | |
| useLoras: opts["tac_useLoras"], | |
| useLycos: opts["tac_useLycos"], | |
| showWikiLinks: opts["tac_showWikiLinks"], | |
| // Insertion related settings | |
| replaceUnderscores: opts["tac_replaceUnderscores"], | |
| escapeParentheses: opts["tac_escapeParentheses"], | |
| appendComma: opts["tac_appendComma"], | |
| // Alias settings | |
| alias: { | |
| searchByAlias: opts["tac_alias.searchByAlias"], | |
| onlyShowAlias: opts["tac_alias.onlyShowAlias"] | |
| }, | |
| // Translation settings | |
| translation: { | |
| translationFile: opts["tac_translation.translationFile"], | |
| oldFormat: opts["tac_translation.oldFormat"], | |
| searchByTranslation: opts["tac_translation.searchByTranslation"], | |
| }, | |
| // Extra file settings | |
| extra: { | |
| extraFile: opts["tac_extra.extraFile"], | |
| addMode: opts["tac_extra.addMode"] | |
| }, | |
| // Settings not from tac but still used by the script | |
| extraNetworksDefaultMultiplier: opts["extra_networks_default_multiplier"], | |
| extraNetworksSeparator: opts["extra_networks_add_text_separator"], | |
| // Custom mapping settings | |
| keymap: JSON.parse(opts["tac_keymap"]), | |
| colorMap: JSON.parse(opts["tac_colormap"]) | |
| } | |
| if (newCFG.alias.onlyShowAlias) { | |
| newCFG.alias.searchByAlias = true; // if only show translation, enable search by translation is necessary | |
| } | |
| // Reload tags if the tag file changed | |
| if (!CFG || newCFG.tagFile !== CFG.tagFile || newCFG.extra.extraFile !== CFG.extra.extraFile) { | |
| allTags = []; | |
| await loadTags(newCFG); | |
| } | |
| // Reload translations if the translation file changed | |
| if (!CFG || newCFG.translation.translationFile !== CFG.translation.translationFile) { | |
| translations.clear(); | |
| await loadTranslations(newCFG); | |
| } | |
| // Update CSS if maxResults changed | |
| if (CFG && newCFG.maxResults !== CFG.maxResults) { | |
| gradioApp().querySelectorAll(".autocompleteResults").forEach(r => { | |
| r.style.maxHeight = `${newCFG.maxResults * 50}px`; | |
| }); | |
| } | |
| // Apply changes | |
| CFG = newCFG; | |
| // Callback | |
| await processQueue(QUEUE_AFTER_CONFIG_CHANGE, null); | |
| } | |
| // Create the result list div and necessary styling | |
| function createResultsDiv(textArea) { | |
| let resultsDiv = document.createElement("div"); | |
| let resultsList = document.createElement("ul"); | |
| let textAreaId = getTextAreaIdentifier(textArea); | |
| let typeClass = textAreaId.replaceAll(".", " "); | |
| resultsDiv.style.maxHeight = `${CFG.maxResults * 50}px`; | |
| resultsDiv.setAttribute("class", `autocompleteResults ${typeClass} notranslate`); | |
| resultsDiv.setAttribute("translate", "no"); | |
| resultsList.setAttribute("class", "autocompleteResultsList"); | |
| resultsDiv.appendChild(resultsList); | |
| return resultsDiv; | |
| } | |
| // Show or hide the results div | |
| function isVisible(textArea) { | |
| let textAreaId = getTextAreaIdentifier(textArea); | |
| let resultsDiv = gradioApp().querySelector('.autocompleteResults' + textAreaId); | |
| return resultsDiv.style.display === "block"; | |
| } | |
| function showResults(textArea) { | |
| let textAreaId = getTextAreaIdentifier(textArea); | |
| let resultsDiv = gradioApp().querySelector('.autocompleteResults' + textAreaId); | |
| resultsDiv.style.display = "block"; | |
| if (CFG.slidingPopup) { | |
| let caretPosition = getCaretCoordinates(textArea, textArea.selectionEnd).left; | |
| let offset = Math.min(textArea.offsetLeft - textArea.scrollLeft + caretPosition, textArea.offsetWidth - resultsDiv.offsetWidth); | |
| resultsDiv.style.left = `${offset}px`; | |
| } else { | |
| if (resultsDiv.style.left) | |
| resultsDiv.style.removeProperty("left"); | |
| } | |
| } | |
| function hideResults(textArea) { | |
| let textAreaId = getTextAreaIdentifier(textArea); | |
| let resultsDiv = gradioApp().querySelector('.autocompleteResults' + textAreaId); | |
| if (!resultsDiv) return; | |
| resultsDiv.style.display = "none"; | |
| selectedTag = null; | |
| } | |
| // Function to check activation criteria | |
| function isEnabled() { | |
| if (CFG.activeIn.global) { | |
| // Skip check if the current model was not correctly detected, since it could wrongly disable the script otherwise | |
| if (!currentModelName || !currentModelHash) return true; | |
| let modelList = CFG.activeIn.modelList | |
| .split(",") | |
| .map(x => x.trim()) | |
| .filter(x => x.length > 0); | |
| let shortHash = currentModelHash.substring(0, 10); | |
| let modelNameWithoutHash = currentModelName.replace(/\[.*\]$/g, "").trim(); | |
| if (CFG.activeIn.modelListMode.toLowerCase() === "blacklist") { | |
| // If the current model is in the blacklist, disable | |
| return modelList.filter(x => x === currentModelName || x === modelNameWithoutHash || x === currentModelHash || x === shortHash).length === 0; | |
| } else { | |
| // If the current model is in the whitelist, enable. | |
| // An empty whitelist is ignored. | |
| return modelList.length === 0 || modelList.filter(x => x === currentModelName || x === modelNameWithoutHash || x === currentModelHash || x === shortHash).length > 0; | |
| } | |
| } else { | |
| return false; | |
| } | |
| } | |
| const WEIGHT_REGEX = /[([]([^()[\]:|]+)(?::(?:\d+(?:\.\d+)?|\.\d+))?[)\]]/g; | |
| const POINTY_REGEX = /<[^\s,<](?:[^\t\n\r,<>]*>|[^\t\n\r,> ]*)/g; | |
| const COMPLETED_WILDCARD_REGEX = /__[^\s,_][^\t\n\r,_]*[^\s,_]__[^\s,_]*/g; | |
| const NORMAL_TAG_REGEX = /[^\s,|<>)\]]+|</g; | |
| const TAG_REGEX = new RegExp(`${POINTY_REGEX.source}|${COMPLETED_WILDCARD_REGEX.source}|${NORMAL_TAG_REGEX.source}`, "g"); | |
| // On click, insert the tag into the prompt textbox with respect to the cursor position | |
| async function insertTextAtCursor(textArea, result, tagword) { | |
| let text = result.text; | |
| let tagType = result.type; | |
| let cursorPos = textArea.selectionStart; | |
| var sanitizedText = text | |
| // Run sanitize queue and use first result as sanitized text | |
| sanitizeResults = await processQueueReturn(QUEUE_SANITIZE, null, tagType, text); | |
| if (sanitizeResults && sanitizeResults.length > 0) { | |
| sanitizedText = sanitizeResults[0]; | |
| } else { | |
| sanitizedText = CFG.replaceUnderscores ? text.replaceAll("_", " ") : text; | |
| if (CFG.escapeParentheses && tagType === ResultType.tag) { | |
| sanitizedText = sanitizedText | |
| .replaceAll("(", "\\(") | |
| .replaceAll(")", "\\)") | |
| .replaceAll("[", "\\[") | |
| .replaceAll("]", "\\]"); | |
| } | |
| } | |
| var prompt = textArea.value; | |
| // Edit prompt text | |
| let editStart = Math.max(cursorPos - tagword.length, 0); | |
| let editEnd = Math.min(cursorPos + tagword.length, prompt.length); | |
| let surrounding = prompt.substring(editStart, editEnd); | |
| let match = surrounding.match(new RegExp(escapeRegExp(`${tagword}`), "i")); | |
| let afterInsertCursorPos = editStart + match.index + sanitizedText.length; | |
| var optionalSeparator = ""; | |
| let extraNetworkTypes = [ResultType.hypernetwork, ResultType.lora]; | |
| let noCommaTypes = [ResultType.wildcardFile, ResultType.yamlWildcard].concat(extraNetworkTypes); | |
| if (CFG.appendComma && !noCommaTypes.includes(tagType)) { | |
| optionalSeparator = surrounding.match(new RegExp(`${escapeRegExp(tagword)}[,:]`, "i")) !== null ? "" : ", "; | |
| } else if (extraNetworkTypes.includes(tagType)) { | |
| // Use the dedicated separator for extra networks if it's defined, otherwise fall back to space | |
| optionalSeparator = CFG.extraNetworksSeparator || " "; | |
| } | |
| // Replace partial tag word with new text, add comma if needed | |
| let insert = surrounding.replace(match, sanitizedText + optionalSeparator); | |
| // Add back start | |
| var newPrompt = prompt.substring(0, editStart) + insert + prompt.substring(editEnd); | |
| textArea.value = newPrompt; | |
| textArea.selectionStart = afterInsertCursorPos + optionalSeparator.length; | |
| textArea.selectionEnd = textArea.selectionStart | |
| // Since we've modified a Gradio Textbox component manually, we need to simulate an `input` DOM event to ensure it's propagated back to python. | |
| // Uses a built-in method from the webui's ui.js which also already accounts for event target | |
| updateInput(textArea); | |
| // Update previous tags with the edited prompt to prevent re-searching the same term | |
| let weightedTags = [...newPrompt.matchAll(WEIGHT_REGEX)] | |
| .map(match => match[1]); | |
| let tags = newPrompt.match(TAG_REGEX) | |
| if (weightedTags !== null) { | |
| tags = tags.filter(tag => !weightedTags.some(weighted => tag.includes(weighted))) | |
| .concat(weightedTags); | |
| } | |
| previousTags = tags; | |
| // Callback | |
| let returns = await processQueueReturn(QUEUE_AFTER_INSERT, null, tagType, sanitizedText, newPrompt, textArea); | |
| // Return if any queue function returned true (has handled hide/show already) | |
| if (returns.some(x => x === true)) | |
| return; | |
| // Hide results after inserting, if it hasn't been hidden already by a queue function | |
| if (!hideBlocked && isVisible(textArea)) { | |
| hideResults(textArea); | |
| } | |
| } | |
| function addResultsToList(textArea, results, tagword, resetList) { | |
| let textAreaId = getTextAreaIdentifier(textArea); | |
| let resultDiv = gradioApp().querySelector('.autocompleteResults' + textAreaId); | |
| let resultsList = resultDiv.querySelector('ul'); | |
| // Reset list, selection and scrollTop since the list changed | |
| if (resetList) { | |
| resultsList.innerHTML = ""; | |
| selectedTag = null; | |
| resultDiv.scrollTop = 0; | |
| resultCount = 0; | |
| } | |
| // Find right colors from config | |
| let tagFileName = CFG.tagFile.split(".")[0]; | |
| let tagColors = CFG.colorMap; | |
| let mode = gradioApp().querySelector('.dark') ? 0 : 1; | |
| let nextLength = Math.min(results.length, resultCount + CFG.resultStepLength); | |
| for (let i = resultCount; i < nextLength; i++) { | |
| let result = results[i]; | |
| // Skip if the result is null or undefined | |
| if (!result) | |
| continue; | |
| let li = document.createElement("li"); | |
| let flexDiv = document.createElement("div"); | |
| flexDiv.classList.add("resultsFlexContainer"); | |
| li.appendChild(flexDiv); | |
| let itemText = document.createElement("div"); | |
| itemText.classList.add("acListItem"); | |
| let displayText = ""; | |
| // If the tag matches the tagword, we don't need to display the alias | |
| if (result.aliases && !result.text.includes(tagword)) { // Alias | |
| let splitAliases = result.aliases.split(","); | |
| let bestAlias = splitAliases.find(a => a.toLowerCase().includes(tagword)); | |
| // search in translations if no alias matches | |
| if (!bestAlias) { | |
| let tagOrAlias = pair => pair[0] === result.text || splitAliases.includes(pair[0]); | |
| var tArray = [...translations]; | |
| if (tArray) { | |
| var translationKey = [...translations].find(pair => tagOrAlias(pair) && pair[1].includes(tagword)); | |
| if (translationKey) | |
| bestAlias = translationKey[0]; | |
| } | |
| } | |
| displayText = escapeHTML(bestAlias); | |
| // Append translation for alias if it exists and is not what the user typed | |
| if (translations.has(bestAlias) && translations.get(bestAlias) !== bestAlias && bestAlias !== result.text) | |
| displayText += `[${translations.get(bestAlias)}]`; | |
| if (!CFG.alias.onlyShowAlias && result.text !== bestAlias) | |
| displayText += " ➝ " + result.text; | |
| } else { // No alias | |
| displayText = escapeHTML(result.text); | |
| } | |
| // Append translation for result if it exists | |
| if (translations.has(result.text)) | |
| displayText += `[${translations.get(result.text)}]`; | |
| // Print search term bolded in result | |
| itemText.innerHTML = displayText.replace(tagword, `<b>${tagword}</b>`); | |
| // Add wiki link if the setting is enabled and a supported tag set loaded | |
| if (CFG.showWikiLinks | |
| && (result.type === ResultType.tag) | |
| && (tagFileName.toLowerCase().startsWith("danbooru") || tagFileName.toLowerCase().startsWith("e621"))) { | |
| let wikiLink = document.createElement("a"); | |
| wikiLink.classList.add("acWikiLink"); | |
| wikiLink.innerText = "?"; | |
| let linkPart = displayText; | |
| // Only use alias result if it is one | |
| if (displayText.includes("➝")) | |
| linkPart = displayText.split(" ➝ ")[1]; | |
| // Set link based on selected file | |
| let tagFileNameLower = tagFileName.toLowerCase(); | |
| if (tagFileNameLower.startsWith("danbooru")) { | |
| wikiLink.href = `https://danbooru.donmai.us/wiki_pages/${linkPart}`; | |
| } else if (tagFileNameLower.startsWith("e621")) { | |
| wikiLink.href = `https://e621.net/wiki_pages/${linkPart}`; | |
| } | |
| wikiLink.target = "_blank"; | |
| flexDiv.appendChild(wikiLink); | |
| } | |
| flexDiv.appendChild(itemText); | |
| // Add post count & color if it's a tag | |
| // Wildcards & Embeds have no tag category | |
| if (result.category) { | |
| // Set the color of the tag | |
| let cat = result.category; | |
| let colorGroup = tagColors[tagFileName]; | |
| // Default to danbooru scheme if no matching one is found | |
| if (!colorGroup) | |
| colorGroup = tagColors["danbooru"]; | |
| // Set tag type to invalid if not found | |
| if (!colorGroup[cat]) | |
| cat = "-1"; | |
| flexDiv.style = `color: ${colorGroup[cat][mode]};`; | |
| } | |
| // Post count | |
| if (result.count && !isNaN(result.count)) { | |
| let postCount = result.count; | |
| let formatter; | |
| // Danbooru formats numbers with a padded fraction for 1M or 1k, but not for 10/100k | |
| if (postCount >= 1000000 || (postCount >= 1000 && postCount < 10000)) | |
| formatter = Intl.NumberFormat("en", { notation: "compact", minimumFractionDigits: 1, maximumFractionDigits: 1 }); | |
| else | |
| formatter = Intl.NumberFormat("en", {notation: "compact"}); | |
| let formattedCount = formatter.format(postCount); | |
| let countDiv = document.createElement("div"); | |
| countDiv.textContent = formattedCount; | |
| countDiv.classList.add("acMetaText"); | |
| flexDiv.appendChild(countDiv); | |
| } else if (result.meta) { // Check if there is meta info to display | |
| let metaDiv = document.createElement("div"); | |
| metaDiv.textContent = result.meta; | |
| metaDiv.classList.add("acMetaText"); | |
| // Add version info classes if it is an embedding | |
| if (result.type === ResultType.embedding) { | |
| if (result.meta.startsWith("v1")) | |
| itemText.classList.add("acEmbeddingV1"); | |
| else if (result.meta.startsWith("v2")) | |
| itemText.classList.add("acEmbeddingV2"); | |
| } | |
| flexDiv.appendChild(metaDiv); | |
| } | |
| // Add listener | |
| li.addEventListener("click", function () { insertTextAtCursor(textArea, result, tagword); }); | |
| // Add element to list | |
| resultsList.appendChild(li); | |
| } | |
| resultCount = nextLength; | |
| if (resetList) | |
| resultDiv.scrollTop = 0; | |
| } | |
| function updateSelectionStyle(textArea, newIndex, oldIndex) { | |
| let textAreaId = getTextAreaIdentifier(textArea); | |
| let resultDiv = gradioApp().querySelector('.autocompleteResults' + textAreaId); | |
| let resultsList = resultDiv.querySelector('ul'); | |
| let items = resultsList.getElementsByTagName('li'); | |
| if (oldIndex != null) { | |
| items[oldIndex].classList.remove('selected'); | |
| } | |
| // make it safer | |
| if (newIndex !== null) { | |
| items[newIndex].classList.add('selected'); | |
| } | |
| // Set scrolltop to selected item if we are showing more than max results | |
| if (items.length > CFG.maxResults) { | |
| let selected = items[newIndex]; | |
| resultDiv.scrollTop = selected.offsetTop - resultDiv.offsetTop; | |
| } | |
| } | |
| async function autocomplete(textArea, prompt, fixedTag = null) { | |
| // Return if the function is deactivated in the UI | |
| if (!isEnabled()) return; | |
| // Guard for empty prompt | |
| if (prompt.length === 0) { | |
| hideResults(textArea); | |
| previousTags = []; | |
| tagword = ""; | |
| return; | |
| } | |
| if (fixedTag === null) { | |
| // Match tags with RegEx to get the last edited one | |
| // We also match for the weighting format (e.g. "tag:1.0") here, and combine the two to get the full tag word set | |
| let weightedTags = [...prompt.matchAll(WEIGHT_REGEX)] | |
| .map(match => match[1]); | |
| let tags = prompt.match(TAG_REGEX) | |
| if (weightedTags !== null && tags !== null) { | |
| tags = tags.filter(tag => !weightedTags.some(weighted => tag.includes(weighted) && !tag.startsWith("<["))) | |
| .concat(weightedTags); | |
| } | |
| // Guard for no tags | |
| if (!tags || tags.length === 0) { | |
| previousTags = []; | |
| tagword = ""; | |
| hideResults(textArea); | |
| return; | |
| } | |
| let tagCountChange = tags.length - previousTags.length; | |
| let diff = difference(tags, previousTags); | |
| previousTags = tags; | |
| // Guard for no difference / only whitespace remaining / last edited tag was fully removed | |
| if (diff === null || diff.length === 0 || (diff.length === 1 && tagCountChange < 0)) { | |
| if (!hideBlocked) hideResults(textArea); | |
| return; | |
| } | |
| tagword = diff[0] | |
| // Guard for empty tagword | |
| if (tagword === null || tagword.length === 0) { | |
| hideResults(textArea); | |
| return; | |
| } | |
| } else { | |
| tagword = fixedTag; | |
| } | |
| results = []; | |
| tagword = tagword.toLowerCase().replace(/[\n\r]/g, ""); | |
| // Process all parsers | |
| let resultCandidates = await processParsers(textArea, prompt); | |
| // If one ore more result candidates match, use their results | |
| if (resultCandidates && resultCandidates.length > 0) { | |
| // Flatten our candidate(s) | |
| results = resultCandidates.flat(); | |
| // If there was more than one candidate, sort the results by text to mix them | |
| // instead of having them added in the order of the parsers | |
| let shouldSort = resultCandidates.length > 1; | |
| if (shouldSort) { | |
| results = results.sort((a, b) => a.text.localeCompare(b.text)); | |
| // Since some tags are kaomoji, we have to add the normal results in some cases | |
| if (tagword.startsWith("<") || tagword.startsWith("*<")) { | |
| // Create escaped search regex with support for * as a start placeholder | |
| let searchRegex; | |
| if (tagword.startsWith("*")) { | |
| tagword = tagword.slice(1); | |
| searchRegex = new RegExp(`${escapeRegExp(tagword)}`, 'i'); | |
| } else { | |
| searchRegex = new RegExp(`(^|[^a-zA-Z])${escapeRegExp(tagword)}`, 'i'); | |
| } | |
| let genericResults = allTags.filter(x => x[0].toLowerCase().search(searchRegex) > -1).slice(0, CFG.maxResults); | |
| genericResults.forEach(g => { | |
| let result = new AutocompleteResult(g[0].trim(), ResultType.tag) | |
| result.category = g[1]; | |
| result.count = g[2]; | |
| result.aliases = g[3]; | |
| results.push(result); | |
| }); | |
| } | |
| } | |
| } else { // Else search the normal tag list | |
| // Create escaped search regex with support for * as a start placeholder | |
| let searchRegex; | |
| if (tagword.startsWith("*")) { | |
| tagword = tagword.slice(1); | |
| searchRegex = new RegExp(`${escapeRegExp(tagword)}`, 'i'); | |
| } else { | |
| searchRegex = new RegExp(`(^|[^a-zA-Z])${escapeRegExp(tagword)}`, 'i'); | |
| } | |
| // Both normal tags and aliases/translations are included depending on the config | |
| let baseFilter = (x) => x[0].toLowerCase().search(searchRegex) > -1; | |
| let aliasFilter = (x) => x[3] && x[3].toLowerCase().search(searchRegex) > -1; | |
| let translationFilter = (x) => (translations.has(x[0]) && translations.get(x[0]).toLowerCase().search(searchRegex) > -1) | |
| || x[3] && x[3].split(",").some(y => translations.has(y) && translations.get(y).toLowerCase().search(searchRegex) > -1); | |
| let fil; | |
| if (CFG.alias.searchByAlias && CFG.translation.searchByTranslation) | |
| fil = (x) => baseFilter(x) || aliasFilter(x) || translationFilter(x); | |
| else if (CFG.alias.searchByAlias && !CFG.translation.searchByTranslation) | |
| fil = (x) => baseFilter(x) || aliasFilter(x); | |
| else if (CFG.translation.searchByTranslation && !CFG.alias.searchByAlias) | |
| fil = (x) => baseFilter(x) || translationFilter(x); | |
| else | |
| fil = (x) => baseFilter(x); | |
| // Add final results | |
| allTags.filter(fil).forEach(t => { | |
| let result = new AutocompleteResult(t[0].trim(), ResultType.tag) | |
| result.category = t[1]; | |
| result.count = t[2]; | |
| result.aliases = t[3]; | |
| results.push(result); | |
| }); | |
| // Add extras | |
| if (CFG.extra.extraFile) { | |
| let extraResults = []; | |
| extras.filter(fil).forEach(e => { | |
| let result = new AutocompleteResult(e[0].trim(), ResultType.extra) | |
| result.category = e[1] || 0; // If no category is given, use 0 as the default | |
| result.meta = e[2] || "Custom tag"; | |
| result.aliases = e[3] || ""; | |
| extraResults.push(result); | |
| }); | |
| if (CFG.extra.addMode === "Insert before") { | |
| results = extraResults.concat(results); | |
| } else { | |
| results = results.concat(extraResults); | |
| } | |
| } | |
| // Slice if the user has set a max result count | |
| if (!CFG.showAllResults) { | |
| results = results.slice(0, CFG.maxResults); | |
| } | |
| } | |
| // Guard for empty results | |
| if (!results || results.length === 0) { | |
| //console.log('No results found for "' + tagword + '"'); | |
| hideResults(textArea); | |
| return; | |
| } | |
| addResultsToList(textArea, results, tagword, true); | |
| showResults(textArea); | |
| } | |
| function navigateInList(textArea, event) { | |
| // Return if the function is deactivated in the UI or the current model is excluded due to white/blacklist settings | |
| if (!isEnabled()) return; | |
| let keys = CFG.keymap; | |
| // Close window if Home or End is pressed while not a keybinding, since it would break completion on leaving the original tag | |
| if ((event.key === "Home" || event.key === "End") && !Object.values(keys).includes(event.key)) { | |
| hideResults(textArea); | |
| return; | |
| } | |
| // All set keys that are not None or empty are valid | |
| // Default keys are: ArrowUp, ArrowDown, PageUp, PageDown, Home, End, Enter, Tab, Escape | |
| validKeys = Object.values(keys).filter(x => x !== "None" && x !== ""); | |
| if (!validKeys.includes(event.key)) return; | |
| if (!isVisible(textArea)) return | |
| // Return if ctrl key is pressed to not interfere with weight editing shortcut | |
| if (event.ctrlKey || event.altKey) return; | |
| oldSelectedTag = selectedTag; | |
| switch (event.key) { | |
| case keys["MoveUp"]: | |
| if (selectedTag === null) { | |
| selectedTag = resultCount - 1; | |
| } else { | |
| selectedTag = (selectedTag - 1 + resultCount) % resultCount; | |
| } | |
| break; | |
| case keys["MoveDown"]: | |
| if (selectedTag === null) { | |
| selectedTag = 0; | |
| } else { | |
| selectedTag = (selectedTag + 1) % resultCount; | |
| } | |
| break; | |
| case keys["JumpUp"]: | |
| if (selectedTag === null || selectedTag === 0) { | |
| selectedTag = resultCount - 1; | |
| } else { | |
| selectedTag = (Math.max(selectedTag - 5, 0) + resultCount) % resultCount; | |
| } | |
| break; | |
| case keys["JumpDown"]: | |
| if (selectedTag === null || selectedTag === resultCount - 1) { | |
| selectedTag = 0; | |
| } else { | |
| selectedTag = Math.min(selectedTag + 5, resultCount - 1) % resultCount; | |
| } | |
| break; | |
| case keys["JumpToStart"]: | |
| selectedTag = 0; | |
| break; | |
| case keys["JumpToEnd"]: | |
| selectedTag = resultCount - 1; | |
| break; | |
| case keys["ChooseSelected"]: | |
| if (selectedTag !== null) { | |
| insertTextAtCursor(textArea, results[selectedTag], tagword); | |
| } else { | |
| hideResults(textArea); | |
| return; | |
| } | |
| break; | |
| case keys["ChooseFirstOrSelected"]: | |
| if (selectedTag === null) { | |
| selectedTag = 0; | |
| } | |
| insertTextAtCursor(textArea, results[selectedTag], tagword); | |
| break; | |
| case keys["Close"]: | |
| hideResults(textArea); | |
| break; | |
| } | |
| if (selectedTag === resultCount - 1 | |
| && (event.key === keys["MoveUp"] || event.key === keys["MoveDown"] || event.key === keys["JumpToStart"] || event.key === keys["JumpToEnd"])) { | |
| addResultsToList(textArea, results, tagword, false); | |
| } | |
| // Update highlighting | |
| if (selectedTag !== null) | |
| updateSelectionStyle(textArea, selectedTag, oldSelectedTag); | |
| // Prevent default behavior | |
| event.preventDefault(); | |
| event.stopPropagation(); | |
| } | |
| // One-time setup, triggered from onUiUpdate | |
| async function setup() { | |
| // Load external files needed by completion extensions | |
| await processQueue(QUEUE_FILE_LOAD, null); | |
| // Find all textareas | |
| let textAreas = getTextAreas(); | |
| // Add event listener to apply settings button so we can mirror the changes to our internal config | |
| let applySettingsButton = gradioApp().querySelector("#tab_settings #settings_submit") || gradioApp().querySelector("#tab_settings > div > .gr-button-primary"); | |
| applySettingsButton?.addEventListener("click", () => { | |
| // Wait 500ms to make sure the settings have been applied to the webui opts object | |
| setTimeout(async () => { | |
| await syncOptions(); | |
| }, 500); | |
| }); | |
| // Add change listener to our quicksettings to change our internal config without the apply button for them | |
| let quicksettings = gradioApp().querySelector('#quicksettings'); | |
| let commonQueryPart = "[id^=setting_tac] > label >"; | |
| quicksettings?.querySelectorAll(`${commonQueryPart} input, ${commonQueryPart} textarea, ${commonQueryPart} select`).forEach(e => { | |
| e.addEventListener("change", () => { | |
| setTimeout(async () => { | |
| await syncOptions(); | |
| }, 500); | |
| }); | |
| }); | |
| // Add mutation observer for the model hash text to also allow hash-based blacklist again | |
| let modelHashText = gradioApp().querySelector("#sd_checkpoint_hash"); | |
| if (modelHashText) { | |
| currentModelHash = modelHashText.title | |
| let modelHashObserver = new MutationObserver((mutationList, observer) => { | |
| for (const mutation of mutationList) { | |
| if (mutation.type === "attributes" && mutation.attributeName === "title") { | |
| currentModelHash = mutation.target.title; | |
| let modelDropdown = gradioApp().querySelector("#setting_sd_model_checkpoint span.single-select") | |
| if (modelDropdown) { | |
| currentModelName = modelDropdown.textContent; | |
| } else { | |
| // Fallback for older versions | |
| modelDropdown = gradioApp().querySelector("#setting_sd_model_checkpoint select"); | |
| currentModelName = modelDropdown.value; | |
| } | |
| } | |
| } | |
| }); | |
| modelHashObserver.observe(modelHashText, { attributes: true }); | |
| } | |
| // Not found, we're on a page without prompt textareas | |
| if (textAreas.every(v => v === null || v === undefined)) return; | |
| // Already added or unnecessary to add | |
| if (gradioApp().querySelector('.autocompleteResults.p')) { | |
| if (gradioApp().querySelector('.autocompleteResults.n') || !CFG.activeIn.negativePrompts) { | |
| return; | |
| } | |
| } else if (!CFG.activeIn.txt2img && !CFG.activeIn.img2img) { | |
| return; | |
| } | |
| textAreas.forEach(area => { | |
| // Return if autocomplete is disabled for the current area type in config | |
| let textAreaId = getTextAreaIdentifier(area); | |
| if ((!CFG.activeIn.img2img && textAreaId.includes("img2img")) | |
| || (!CFG.activeIn.txt2img && textAreaId.includes("txt2img")) | |
| || (!CFG.activeIn.negativePrompts && textAreaId.includes("n")) | |
| || (!CFG.activeIn.thirdParty && textAreaId.includes("thirdParty"))) { | |
| return; | |
| } | |
| // Only add listeners once | |
| if (!area.classList.contains('autocomplete')) { | |
| // Add our new element | |
| var resultsDiv = createResultsDiv(area); | |
| area.parentNode.insertBefore(resultsDiv, area.nextSibling); | |
| // Hide by default so it doesn't show up on page load | |
| hideResults(area); | |
| // Add autocomplete event listener | |
| area.addEventListener('input', debounce(() => autocomplete(area, area.value), CFG.delayTime)); | |
| // Add focusout event listener | |
| area.addEventListener('focusout', debounce(() => hideResults(area), 400)); | |
| // Add up and down arrow event listener | |
| area.addEventListener('keydown', (e) => navigateInList(area, e)); | |
| // CompositionEnd fires after the user has finished IME composing | |
| // We need to block hide here to prevent the enter key from insta-closing the results | |
| area.addEventListener('compositionend', () => { | |
| hideBlocked = true; | |
| setTimeout(() => { hideBlocked = false; }, 100); | |
| }); | |
| // Add class so we know we've already added the listeners | |
| area.classList.add('autocomplete'); | |
| } | |
| }); | |
| // Add style to dom | |
| let acStyle = document.createElement('style'); | |
| //let css = gradioApp().querySelector('.dark') ? autocompleteCSS_dark : autocompleteCSS_light; | |
| let mode = gradioApp().querySelector('.dark') ? 0 : 1; | |
| // Check if we are on webkit | |
| let browser = navigator.userAgent.toLowerCase().indexOf('firefox') > -1 ? "firefox" : "other"; | |
| let css = autocompleteCSS; | |
| // Replace vars with actual values (can't use actual css vars because of the way we inject the css) | |
| Object.keys(styleColors).forEach((key) => { | |
| css = css.replace(`var(${key})`, styleColors[key][mode]); | |
| }) | |
| Object.keys(browserVars).forEach((key) => { | |
| css = css.replace(`var(${key})`, browserVars[key][browser]); | |
| }) | |
| if (acStyle.styleSheet) { | |
| acStyle.styleSheet.cssText = css; | |
| } else { | |
| acStyle.appendChild(document.createTextNode(css)); | |
| } | |
| gradioApp().appendChild(acStyle); | |
| // Callback | |
| await processQueue(QUEUE_AFTER_SETUP, null); | |
| } | |
| let loading = false; | |
| onUiUpdate(async () => { | |
| if (loading) return; | |
| if (Object.keys(opts).length === 0) return; | |
| if (CFG) return; | |
| loading = true; | |
| // Get our tag base path from the temp file | |
| tagBasePath = await readFile(`tmp/tagAutocompletePath.txt`); | |
| // Load config from webui opts | |
| await syncOptions(); | |
| // Rest of setup | |
| setup(); | |
| loading = false; | |
| }); | |