var acConfig = null; var acActive = true; // Style for new elements. Gets appended to the Gradio root. let autocompleteCSS_dark = ` .autocompleteResults { position: absolute; z-index: 999; margin: 5px 0 0 0; background-color: #0b0f19 !important; border: 1px solid #4b5563 !important; border-radius: 12px !important; overflow-y: auto; } .autocompleteResultsList > li:nth-child(odd) { background-color: #111827; } .autocompleteResultsList > li { list-style-type: none; padding: 10px; cursor: pointer; } .autocompleteResultsList > li:hover { background-color: #1f2937; } .autocompleteResultsList > li.selected { background-color: #374151; } `; let autocompleteCSS_light = ` .autocompleteResults { position: absolute; z-index: 999; margin: 5px 0 0 0; background-color: #ffffff !important; border: 1.5px solid #e5e7eb !important; border-radius: 12px !important; overflow-y: auto; } .autocompleteResultsList > li:nth-child(odd) { background-color: #f9fafb; } .autocompleteResultsList > li { list-style-type: none; padding: 10px; cursor: pointer; } .autocompleteResultsList > li:hover { background-color: #f5f6f8; } .autocompleteResultsList > li.selected { background-color: #e5e7eb; } `; // Parse the CSV file into a 2D array. Doesn't use regex, so it is very lightweight. function parseCSV(str) { var arr = []; var quote = false; // 'true' means we're inside a quoted field // Iterate over each character, keep track of current row and column (of the returned array) for (var row = 0, col = 0, c = 0; c < str.length; c++) { var cc = str[c], nc = str[c + 1]; // Current character, next character arr[row] = arr[row] || []; // Create a new row if necessary arr[row][col] = arr[row][col] || ''; // Create a new column (start with empty string) if necessary // If the current character is a quotation mark, and we're inside a // quoted field, and the next character is also a quotation mark, // add a quotation mark to the current column and skip the next character if (cc == '"' && quote && nc == '"') { arr[row][col] += cc; ++c; continue; } // If it's just one quotation mark, begin/end quoted field if (cc == '"') { quote = !quote; continue; } // If it's a comma and we're not in a quoted field, move on to the next column if (cc == ',' && !quote) { ++col; continue; } // If it's a newline (CRLF) and we're not in a quoted field, skip the next character // and move on to the next row and move to column 0 of that new row if (cc == '\r' && nc == '\n' && !quote) { ++row; col = 0; ++c; continue; } // If it's a newline (LF or CR) and we're not in a quoted field, // move on to the next row and move to column 0 of that new row if (cc == '\n' && !quote) { ++row; col = 0; continue; } if (cc == '\r' && !quote) { ++row; col = 0; continue; } // Otherwise, append the current character to the current column arr[row][col] += cc; } return arr; } // Load file function readFile(filePath) { let request = new XMLHttpRequest(); request.open("GET", filePath, false); request.send(null); return request.responseText; } // Load CSV function loadCSV(path) { let text = readFile(path); return parseCSV(text); } // Debounce function to prevent spamming the autocomplete function var dbTimeOut; const debounce = (func, wait = 300) => { return function (...args) { if (dbTimeOut) { clearTimeout(dbTimeOut); } dbTimeOut = setTimeout(() => { func.apply(this, args); }, wait); } } // Difference function to fix duplicates not being seen as changes in normal filter function difference(a, b) { if (a.length == 0) { return b; } if (b.length == 0) { return a; } return [...b.reduce((acc, v) => acc.set(v, (acc.get(v) || 0) - 1), a.reduce((acc, v) => acc.set(v, (acc.get(v) || 0) + 1), new Map()) )].reduce((acc, [v, count]) => acc.concat(Array(Math.abs(count)).fill(v)), []); } // Get the identifier for the text area to differentiate between positive and negative function getTextAreaIdentifier(textArea) { let txt2img_p = gradioApp().querySelector('#txt2img_prompt > label > textarea'); let txt2img_n = gradioApp().querySelector('#txt2img_neg_prompt > label > textarea'); let img2img_p = gradioApp().querySelector('#img2img_prompt > label > textarea'); let img2img_n = gradioApp().querySelector('#img2img_neg_prompt > label > textarea'); let modifier = ""; switch (textArea) { case txt2img_p: modifier = ".txt2img.p"; break; case txt2img_n: modifier = ".txt2img.n"; break; case img2img_p: modifier = ".img2img.p"; break; case img2img_n: modifier = ".img2img.n"; break; default: break; } return modifier; } // 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.setProperty("max-height", acConfig.maxResults * 50 + "px"); resultsDiv.setAttribute('class', `autocompleteResults ${typeClass}`); resultsList.setAttribute('class', 'autocompleteResultsList'); resultsDiv.appendChild(resultsList); return resultsDiv; } // Create the checkbox to enable/disable autocomplete function createCheckbox() { let label = document.createElement("label"); let input = document.createElement("input"); let span = document.createElement("span"); label.setAttribute('id', 'acActiveCheckbox'); label.setAttribute('class', '"flex items-center text-gray-700 text-sm rounded-lg cursor-pointer dark:bg-transparent'); input.setAttribute('type', 'checkbox'); input.setAttribute('class', 'gr-check-radio gr-checkbox') span.setAttribute('class', 'ml-2'); span.textContent = "Enable Autocomplete"; label.appendChild(input); label.appendChild(span); return label; } // The selected tag index. Needs to be up here so hide can access it. var selectedTag = null; var previousTags = []; // Show or hide the results div function isVisible(textArea) { let textAreaId = getTextAreaIdentifier(textArea); let resultsDiv = gradioApp().querySelector('.autocompleteResults' + textAreaId); return resultsDiv.style.display === "block"; } function showResults(textArea) { let textAreaId = getTextAreaIdentifier(textArea); let resultsDiv = gradioApp().querySelector('.autocompleteResults' + textAreaId); resultsDiv.style.display = "block"; } function hideResults(textArea) { let textAreaId = getTextAreaIdentifier(textArea); let resultsDiv = gradioApp().querySelector('.autocompleteResults' + textAreaId); resultsDiv.style.display = "none"; selectedTag = null; } function escapeRegExp(string) { return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string } let hideBlocked = false; // On click, insert the tag into the prompt textbox with respect to the cursor position function insertTextAtCursor(textArea, result, tagword) { let text = result[0]; let tagType = result[1]; let cursorPos = textArea.selectionStart; var sanitizedText = text // Replace differently depending on if it's a tag or wildcard if (tagType === "wildcardFile") { sanitizedText = "__" + text.replace("Wildcards: ", "") + "__"; } else if (tagType === "wildcardTag") { sanitizedText = text.replace(/^.*?: /g, ""); } else if (tagType === "embedding") { sanitizedText = `<${text.replace(/^.*?: /g, "")}>`; } else { sanitizedText = acConfig.replaceUnderscores ? text.replaceAll("_", " ") : text; } if (acConfig.escapeParentheses) { 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(`${tagword}`))); let afterInsertCursorPos = editStart + match.index + sanitizedText.length; var optionalComma = ""; if (tagType !== "wildcardFile") { optionalComma = surrounding.match(new RegExp(escapeRegExp(`${tagword},`))) !== null ? "" : ", "; } // Replace partial tag word with new text, add comma if needed let insert = surrounding.replace(tagword, sanitizedText + optionalComma); // Add back start var newPrompt = prompt.substring(0, editStart) + insert + prompt.substring(editEnd); textArea.value = newPrompt; textArea.selectionStart = afterInsertCursorPos + optionalComma.length; textArea.selectionEnd = textArea.selectionStart // Since we've modified a Gradio Textbox component manually, we need to simulate an `input` DOM event to ensure its // internal Svelte data binding remains in sync. textArea.dispatchEvent(new Event("input", { bubbles: true })); // Update previous tags with the edited prompt to prevent re-searching the same term let tags = newPrompt.match(/[^, ]+/g); previousTags = tags; // Hide results after inserting if (tagType === "wildcardFile") { // If it's a wildcard, we want to keep the results open so the user can select another wildcard hideBlocked = true; autocomplete(textArea, prompt, sanitizedText); setTimeout(() => { hideBlocked = false; }, 100); } else { 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 = acConfig.tagFile.split(".")[0]; let tagColors = acConfig.colors; let mode = gradioApp().querySelector('.dark') ? 0 : 1; let nextLength = Math.min(results.length, resultCount + acConfig.resultStepLength); for (let i = resultCount; i < nextLength; i++) { let result = results[i]; let li = document.createElement("li"); //suppost only show the translation to result if (result[2]) { li.textContent = result[2]; if (!acConfig.translation.onlyShowTranslation) { li.textContent += " >> " + result[0]; } } else { li.textContent = result[0]; } // Wildcards & Embeds have no tag type if (!result[1].startsWith("wildcard") && result[1] !== "embedding") { // Set the color of the tag let tagType = result[1]; let colorGroup = tagColors[tagFileName]; // Default to danbooru scheme if no matching one is found if (colorGroup === undefined) colorGroup = tagColors["danbooru"]; li.style = `color: ${colorGroup[tagType][mode]};`; } // Add listener li.addEventListener("click", function () { insertTextAtCursor(textArea, result, tagword); }); // Add element to list resultsList.appendChild(li); } resultCount = nextLength; } 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 > acConfig.maxResults) { let selected = items[newIndex]; resultDiv.scrollTop = selected.offsetTop - resultDiv.offsetTop; } } var wildcardFiles = []; var wildcards = {}; var embeddings = []; var allTags = []; var results = []; var tagword = ""; var resultCount = 0; function autocomplete(textArea, prompt, fixedTag = null) { // Return if the function is deactivated in the UI if (!acActive) return; // Guard for empty prompt if (prompt.length === 0) { hideResults(textArea); return; } if (fixedTag === null) { // Match tags with RegEx to get the last edited one let tags = prompt.match(/[^, ]+/g); let diff = difference(tags, previousTags) previousTags = tags; // Guard for no difference / only whitespace remaining if (diff === null || diff.length === 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; } tagword = tagword.toLowerCase(); if (acConfig.useWildcards && [...tagword.matchAll(/\b__([^,_ ]+)__([^, ]*)\b/g)].length > 0) { // Show wildcards from a file with that name wcMatch = [...tagword.matchAll(/\b__([^,_ ]+)__([^, ]*)\b/g)] let wcFile = wcMatch[0][1]; let wcWord = wcMatch[0][2]; results = wildcards[wcFile].filter(x => (wcWord !== null) ? x.toLowerCase().includes(wcWord) : x) // Filter by tagword .map(x => [wcFile + ": " + x.trim(), "wildcardTag"]); // Mark as wildcard } else if (acConfig.useWildcards && (tagword.startsWith("__") && !tagword.endsWith("__") || tagword === "__")) { // Show available wildcard files let tempResults = []; if (tagword !== "__") { tempResults = wildcardFiles.filter(x => x.toLowerCase().includes(tagword.replace("__", ""))) // Filter by tagword } else { tempResults = wildcardFiles; } results = tempResults.map(x => ["Wildcards: " + x.trim(), "wildcardFile"]); // Mark as wildcard } else if (acConfig.useEmbeddings && tagword.match(/<[^,> ]*>?/g)) { // Show embeddings let tempResults = []; if (tagword !== "<") { tempResults = embeddings.filter(x => x.toLowerCase().includes(tagword.replace("<", ""))) // Filter by tagword } else { tempResults = embeddings; } // Since some tags are kaomoji, we have to still get the normal results first. genericResults = allTags.filter(x => x[0].toLowerCase().includes(tagword)).slice(0, acConfig.maxResults); results = genericResults.concat(tempResults.map(x => ["Embeddings: " + x.trim(), "embedding"])); // Mark as embedding } else { if (acConfig.translation.searchByTranslation) { results = allTags.filter(x => x[2] && x[2].toLowerCase().includes(tagword)); // check have translation // if search by [a~z],first list the translations, and then search English if it is not enough // if only show translation,it is unnecessary to list English results if (!acConfig.translation.onlyShowTranslation) { results = results.concat(allTags.filter(x => x[0].toLowerCase().includes(tagword) && !results.includes(x))); } } else { results = allTags.filter(x => x[0].toLowerCase().includes(tagword)); } // it's good to show all results if (!acConfig.showAllResults) { results = results.slice(0, acConfig.maxResults); } } // Guard for empty results if (!results.length) { hideResults(textArea); return; } showResults(textArea); addResultsToList(textArea, results, tagword, true); } function navigateInList(textArea, event) { // Return if the function is deactivated in the UI if (!acActive) return; validKeys = ["ArrowUp", "ArrowDown", "ArrowLeft", "ArrowRight", "Enter", "Tab", "Escape"]; 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 "ArrowUp": if (selectedTag === null) { selectedTag = resultCount - 1; } else { selectedTag = (selectedTag - 1 + resultCount) % resultCount; } break; case "ArrowDown": if (selectedTag === null) { selectedTag = 0; } else { selectedTag = (selectedTag + 1) % resultCount; } break; case "ArrowLeft": selectedTag = 0; break; case "ArrowRight": selectedTag = resultCount - 1; break; case "Enter": if (selectedTag !== null) { insertTextAtCursor(textArea, results[selectedTag], tagword); } break; case "Tab": if (selectedTag === null) { selectedTag = 0; } insertTextAtCursor(textArea, results[selectedTag], tagword); break; case "Escape": hideResults(textArea); break; } if (selectedTag === resultCount - 1 && (event.key === "ArrowUp" || event.key === "ArrowDown" || event.key === "ArrowLeft" || event.key === "ArrowRight")) { addResultsToList(textArea, results, tagword, false); } // Update highlighting if (selectedTag !== null) updateSelectionStyle(textArea, selectedTag, oldSelectedTag); // Prevent default behavior event.preventDefault(); event.stopPropagation(); } var styleAdded = false; onUiUpdate(function () { // Load config if (acConfig === null) { try { acConfig = JSON.parse(readFile("file/tags/config.json")); if (acConfig.translation.onlyShowTranslation) { acConfig.translation.searchByTranslation = true; // if only show translation, enable search by translation is necessary } } catch (e) { console.error("Error loading config.json: " + e); return; } } // Load main tags and translations if (allTags.length === 0) { try { allTags = loadCSV(`file/tags/${acConfig.tagFile}`); } catch (e) { console.error("Error loading tags file: " + e); return; } if (acConfig.extra.extraFile) { try { extras = loadCSV(`file/tags/${acConfig.extra.extraFile}`); if (acConfig.extra.onlyTranslationExtraFile) { // This works purely on index, so it's not very robust. But a lot faster. for (let i = 0, n = extras.length; i < n; i++) { if (extras[i][0]) { allTags[i][2] = extras[i][0]; } } } else { extras.forEach(e => { // Check if a tag in allTags has the same name as the extra tag if (tag = allTags.find(t => t[0] === e[0] && t[1] == e[1])) { if (e[2]) // If the extra tag has a translation, add it to the tag tag[2] = e[2]; } else { // If the tag doesn't exist, add it to allTags allTags.push(e); } }); } } catch (e) { console.error("Error loading extra translation file: " + e); return; } } } // Load wildcards if (wildcardFiles.length === 0 && acConfig.useWildcards) { try { wildcardFiles = readFile("file/tags/temp/wc.txt").split("\n") .filter(x => x.trim().length > 0) // Remove empty lines .map(x => x.trim().replace(".txt", "")); // Remove file extension & newlines wildcardFiles.forEach(fName => { try { wildcards[fName] = readFile(`file/scripts/wildcards/${fName}.txt`).split("\n") .filter(x => x.trim().length > 0); // Remove empty lines } catch (e) { console.log(`Could not load wildcards for ${fName}`); } }); } catch (e) { console.error("Error loading wildcardNames.txt: " + e); } } // Load embeddings if (embeddings.length === 0 && acConfig.useEmbeddings) { try { embeddings = readFile("file/tags/temp/emb.txt").split("\n") .filter(x => x.trim().length > 0) // Remove empty lines .map(x => x.replace(".bin", "").replace(".pt", "")); // Remove file extensions } catch (e) { console.error("Error loading embeddings.txt: " + e); } } // Find all textareas let txt2imgTextArea = gradioApp().querySelector('#txt2img_prompt > label > textarea'); let img2imgTextArea = gradioApp().querySelector('#img2img_prompt > label > textarea'); let txt2imgTextArea_n = gradioApp().querySelector('#txt2img_neg_prompt > label > textarea'); let img2imgTextArea_n = gradioApp().querySelector('#img2img_neg_prompt > label > textarea'); let textAreas = [txt2imgTextArea, img2imgTextArea, txt2imgTextArea_n, img2imgTextArea_n]; let quicksettings = gradioApp().querySelector('#quicksettings'); // 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') || !acConfig.activeIn.negativePrompts) { return; } } else if (!acConfig.activeIn.txt2img && !acConfig.activeIn.img2img) { return; } textAreas.forEach(area => { // Return if autocomplete is disabled for the current area type in config let textAreaId = getTextAreaIdentifier(area); if ((!acConfig.activeIn.img2img && textAreaId.includes("img2img")) || (!acConfig.activeIn.txt2img && textAreaId.includes("txt2img")) || (!acConfig.activeIn.negativePrompts && textAreaId.includes("n"))) { 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), 100)); // 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)); // Add class so we know we've already added the listeners area.classList.add('autocomplete'); } }); if (gradioApp().querySelector("#acActiveCheckbox") === null) { // Add toggle switch let cb = createCheckbox(); cb.querySelector("input").checked = acActive; cb.querySelector("input").addEventListener("change", (e) => { acActive = e.target.checked; }); quicksettings.parentNode.insertBefore(cb, quicksettings.nextSibling); } if (styleAdded) return; // Add style to dom let acStyle = document.createElement('style'); let css = gradioApp().querySelector('.dark') ? autocompleteCSS_dark : autocompleteCSS_light; if (acStyle.styleSheet) { acStyle.styleSheet.cssText = css; } else { acStyle.appendChild(document.createTextNode(css)); } gradioApp().appendChild(acStyle); styleAdded = true; });