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newtextdoc1111-ComfyUI-Auto…/web/js/autocomplete.js
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JavaScript

import { settingValues } from './settings.js';
import {
findSimilarTags,
getCurrentTag,
showSimilarTags,
hideSimilarTags,
isSimilarTagsVisible
} from './similar-tags.js';
// --- Autocomplete UI Class ---
class AutocompleteUI {
constructor() {
this.element = document.createElement('table'); // Use table instead of div
this.element.id = 'autocomplete-plus-list';
this.element.style.display = 'none'; // Initially hidden
this.element.style.position = 'absolute'; // Position near the input
this.element.style.zIndex = '10000'; // Ensure it's on top
this.element.style.borderCollapse = 'collapse'; // Optional: for table styling
this.element.style.width = 'auto'; // Adjust width automatically
const tbody = document.createElement('tbody');
this.element.appendChild(tbody);
this.activeInput = null;
this.selectedIndex = -1;
this.candidates = [];
document.body.appendChild(this.element);
// Add event listener for clicks on items (listen on tbody)
tbody.addEventListener('mousedown', (e) => {
// Check if the click target is a TD inside a TR with a data-index
const row = e.target.closest('tr');
if (row && row.dataset.index) {
const index = parseInt(row.dataset.index, 10);
if (!isNaN(index)) {
this.#selectItem(index);
e.preventDefault(); // Prevent focus loss from input
e.stopPropagation();
}
}
});
}
show(textareaElement, candidates) {
this.#update(candidates);
if (candidates.length > 0) {
this.#show(textareaElement);
} else {
this.#hide();
}
}
hide() {
this.#hide();
}
isVisible() {
return this.element.style.display !== 'none';
}
/** Moves the selection up or down */
navigate(direction) {
if (this.candidates.length === 0) return;
this.selectedIndex += direction;
if (this.selectedIndex < 0) {
this.selectedIndex = this.candidates.length - 1; // Wrap around to bottom
} else if (this.selectedIndex >= this.candidates.length) {
this.selectedIndex = 0; // Wrap around to top
}
this.#highlightItem(this.selectedIndex);
}
/** Selects the currently highlighted item */
getSelectedTag() {
if (this.selectedIndex >= 0 && this.selectedIndex < this.candidates.length) {
return this.candidates[this.selectedIndex].tag;
}
return null; // No valid selection
}
/**
* Shows the autocomplete list near the target input element.
* Adjusts max-height and enables scrolling if the list exceeds viewport bounds.
* @param {HTMLTextAreaElement} inputElement The textarea being typed into.
*/
#show(inputElement) {
this.activeInput = inputElement;
this.selectedIndex = 0;
// Calculate caret position using the helper function (returns viewport-relative coordinates)
this.#updateListBounds();
this.element.style.overflowY = 'auto';
this.element.style.display = 'block'; // Make it visible
// Highlight the first item
this.#highlightItem(this.selectedIndex);
}
/**
* Calculates the position of the autocomplete list based on the caret position in the input element.
* Position calculation logic inspired by:
* https://github.com/pythongosssss/ComfyUI-Custom-Scripts/blob/main/web/js/common/autocomplete.js
* License: MIT License (assumed based on repository root LICENSE file)
* Considers ComfyUI canvas scale.
*/
#updateListBounds() {
const { top: caretTop, left: caretLeft, lineHeight: caretLineHeight } = this.#getCaretCoordinates(this.activeInput);
// Reset scroll position and max-height before calculating position
this.element.scrollTop = 0;
this.element.style.maxHeight = ''; // Reset max-height for accurate measurement
// Get ComfyUI canvas scale if available, otherwise default to 1
const scale = window.app?.canvas?.ds?.scale ?? 1.0;
// Initial desired position: below the current text line where the caret is.
let topPosition = caretTop + ((caretLineHeight) * scale);
let leftPosition = caretLeft;
// Make the list visible *before* getting its dimensions to ensure they are accurate
// Use visibility instead of display to measure without affecting layout yet
this.element.style.visibility = 'hidden';
this.element.style.display = 'block';
const listRect = this.element.getBoundingClientRect(); // Dimensions without max-height constraint
const naturalHeight = listRect.height;
this.element.style.display = 'none'; // Hide again until final position is set
this.element.style.visibility = 'visible';
const viewportWidth = window.innerWidth;
const viewportHeight = window.innerHeight;
const margin = 5; // Small margin from viewport edges
// --- Horizontal Collision Detection and Adjustment ---
if (leftPosition + listRect.width > viewportWidth - margin) {
leftPosition = viewportWidth - listRect.width - margin;
}
if (leftPosition < margin) {
leftPosition = margin;
}
// --- Vertical Collision Detection and Adjustment ---
const availableSpaceBelow = viewportHeight - topPosition - margin;
const availableSpaceAbove = caretTop - margin; // Space above the caret line
// Reset max-height before deciding
this.element.style.maxHeight = '';
if (naturalHeight <= availableSpaceBelow) {
// Fits perfectly below the caret
// topPosition remains as calculated initially
} else {
// Doesn't fit below, check if it fits perfectly above
const topAboveCaret = caretTop - naturalHeight - margin; // Position list bottom just above caret line
if (naturalHeight <= availableSpaceAbove) {
// Fits perfectly above
topPosition = topAboveCaret;
} else {
// Doesn't fit perfectly either below or above, needs scrolling.
// Choose the position (above or below) that offers more space.
if (availableSpaceBelow >= availableSpaceAbove) {
// Scroll below: topPosition remains as initially calculated
this.element.style.maxHeight = `${availableSpaceBelow}px`;
} else {
// Scroll above: Position near the top edge and set max-height
topPosition = margin;
this.element.style.maxHeight = `${availableSpaceAbove}px`;
}
}
}
// Final check to prevent going off the top edge
if (topPosition < margin) {
topPosition = margin;
// If pushed down, recalculate max-height if it was set based on top alignment
if (this.element.style.maxHeight && availableSpaceBelow < availableSpaceAbove) {
// Recalculate max-height based on space from the top margin
this.element.style.maxHeight = `${viewportHeight - margin - margin}px`;
}
}
// Apply the calculated position and display the element
this.element.style.left = `${leftPosition}px`;
this.element.style.top = `${topPosition}px`;
}
/**
* Hides the autocomplete list.
*/
#hide() {
this.element.style.display = 'none';
this.selectedIndex = -1;
this.activeInput = null;
this.candidates = [];
}
/**
* Updates the list with new candidates.
* @param {Array<{tag: string, count: number, alias?: string}>} candidates List of candidate tags.
*/
#update(candidates) {
this.candidates = candidates;
const tbody = this.element.querySelector('tbody');
tbody.innerHTML = ''; // Clear previous items from tbody
if (candidates.length === 0) {
this.#hide();
return;
}
candidates.forEach((candidate, index) => {
this.#createCandidateItem(index, candidate); // Pass candidate directly
});
// If the list is already visible, update its position in case content changed size significantly
if (this.isVisible() && this.activeInput) {
this.#updateListBounds();
}
}
/**
* Creates a table row (tr) for a candidate item.
* @param {number} index
* @param {{tag: string, count: number, alias?: string[]}} candidate
*/
#createCandidateItem(index, candidate) {
const MAX_ALIAS_LENGTH = 25; // Maximum length for alias display
const tbody = this.element.querySelector('tbody');
const item = document.createElement('tr'); // Create a table row
item.classList.add('autocomplete-plus-item');
item.dataset.index = index;
item.style.cursor = 'pointer';
item.style.whiteSpace = 'nowrap'; // Prevent wrapping within the row
// Left cell: Tag
const leftTd = document.createElement('td');
leftTd.style.padding = '4px 8px';
leftTd.style.overflow = 'hidden';
leftTd.style.textOverflow = 'ellipsis';
leftTd.style.maxWidth = '300px'; // Limit width of the tag/alias cell
leftTd.style.textAlign = 'left';
leftTd.textContent = candidate.tag; // Display the tag
// Middle cell: Alias (if any)
const middleTd = document.createElement('td');
middleTd.style.padding = '4px 8px';
middleTd.style.overflow = 'hidden';
middleTd.style.textOverflow = 'ellipsis';
middleTd.style.maxWidth = '300px'; // Limit width of the tag/alias cell
middleTd.style.textAlign = 'left';
let displayText = "";
let displayAliasStr = '';
if (candidate.alias && candidate.alias.length > 0) {
displayAliasStr = candidate.alias.join(', '); // Join multiple aliases with commas
// Truncate long alias
if (displayAliasStr.length > MAX_ALIAS_LENGTH) {
displayAliasStr = displayAliasStr.substring(0, MAX_ALIAS_LENGTH) + '...';
}
displayText += ` [${displayAliasStr}]`;
}
middleTd.textContent = displayText;
middleTd.title = `${candidate.tag}${candidate.alias && candidate.alias.length > 0 ? ` [${candidate.alias.join(', ')}]` : ''}`; // Full text on hover
// Right cell: Count
const rightTd = document.createElement('td');
rightTd.textContent = formatCountHumanReadable(candidate.count);
rightTd.style.padding = '4px 8px';
rightTd.style.textAlign = 'right';
rightTd.style.minWidth = '50px'; // Ensure some minimum space for count alignment
item.appendChild(leftTd);
item.appendChild(middleTd);
item.appendChild(rightTd);
tbody.appendChild(item); // Append row to tbody
}
/** Highlights the item (row) at the given index */
#highlightItem() {
const tbody = this.element.querySelector('tbody');
if (!tbody) return;
const items = tbody.children; // Get rows (tr) from tbody
for (let i = 0; i < items.length; i++) {
if (i === this.selectedIndex) {
items[i].classList.add('selected'); // Use CSS class for selection
items[i].scrollIntoView({ block: 'nearest' });
} else {
items[i].classList.remove('selected');
}
}
}
/**
* Handles the selection of an item (e.g., inserts into input).
* @param {number} index The index of the selected candidate.
*/
#selectItem(index) {
if (!this.activeInput || index < 0 || index >= this.candidates.length) {
this.#hide();
return;
}
// Get the selected tag
const selectedTag = this.candidates[index].tag;
// Insert the selected tag
insertTag(this.activeInput, selectedTag);
this.#hide();
}
/**
* Gets the pixel coordinates of the caret in the input element.
* Uses a temporary div to calculate the position accurately.
* Based on https://github.com/component/textarea-caret-position
* @param {HTMLTextAreaElement} element The textarea element.
* @returns {{ top: number, left: number, lineHeight: number }}
*/
#getCaretCoordinates(element) {
const properties = [
'direction', // RTL support
'boxSizing',
'width', // on Chrome and IE, exclude the scrollbar, so the mirror div wraps exactly as the textarea does
'height',
'overflowX',
'overflowY', // copy the scrollbar for IE
'borderTopWidth',
'borderRightWidth',
'borderBottomWidth',
'borderLeftWidth',
'borderStyle',
'paddingTop',
'paddingRight',
'paddingBottom',
'paddingLeft',
// https://developer.mozilla.org/en-US/docs/Web/CSS/font
'fontStyle',
'fontVariant',
'fontWeight',
'fontStretch',
'fontSize',
'fontSizeAdjust',
'lineHeight',
'fontFamily',
'textAlign',
'textTransform',
'textIndent',
'textDecoration', // might not make a difference, but better be safe
'letterSpacing',
'wordSpacing',
'tabSize',
'MozTabSize' // Firefox
];
const isBrowser = typeof window !== 'undefined';
const isFirefox = isBrowser && window.mozInnerScreenX != null;
// The mirror div will replicate the textarea's style
const div = document.createElement('div');
div.id = 'input-textarea-caret-position-mirror-div';
document.body.appendChild(div);
const style = div.style;
const computed = window.getComputedStyle(element);
const isInput = element.nodeName === 'INPUT';
// Default textarea styles
style.whiteSpace = 'pre-wrap';
if (!isInput) style.wordWrap = 'break-word'; // only for textarea-s
// Position off-screen
style.position = 'absolute'; // required to return coordinates properly
style.visibility = 'hidden'; // not 'display: none' because we want rendering
// Transfer the element's properties to the div
properties.forEach(prop => {
if (isInput && prop === "lineHeight") {
// Special case for <input>s because text is rendered centered and line height may be != height
if (computed.boxSizing === "border-box") {
var height = parseInt(computed.height);
var outerHeight =
parseInt(computed.paddingTop) +
parseInt(computed.paddingBottom) +
parseInt(computed.borderTopWidth) +
parseInt(computed.borderBottomWidth);
var targetHeight = outerHeight + parseInt(computed.lineHeight);
if (height > targetHeight) {
style.lineHeight = height - outerHeight + "px";
} else if (height === targetHeight) {
style.lineHeight = computed.lineHeight;
} else {
style.lineHeight = 0;
}
} else {
style.lineHeight = computed.height;
}
} else {
style[prop] = computed[prop];
}
});
// Calculate lineHeight more robustly
let computedLineHeight = computed.lineHeight;
let numericLineHeight;
if (computedLineHeight === 'normal') {
// Calculate fallback based on font size
const fontSize = parseFloat(computed.fontSize);
numericLineHeight = Math.round(fontSize * 1.2); // Common approximation
} else {
numericLineHeight = parseFloat(computedLineHeight); // Use parseFloat for pixel values like "16px"
}
// Ensure we have a valid number, fallback if somehow still NaN
if (isNaN(numericLineHeight)) {
const fontSize = parseFloat(computed.fontSize);
numericLineHeight = Math.round(fontSize * 1.2) || 16; // Final fallback
}
if (isFirefox) {
// Firefox lies about the overflow property for textareas: https://bugzilla.mozilla.org/show_bug.cgi?id=984275
if (element.scrollHeight > parseInt(computed.height)) style.overflowY = 'scroll';
} else {
style.overflow = 'hidden'; // for Chrome to not render a scrollbar; IE keeps overflowY = 'scroll'
}
div.textContent = element.value.substring(0, element.selectionStart);
// The second special handling for input type=text doesn't need to be copied:
// If isInput then usage is https://github.com/component/textarea-caret-position#usage-input-typetext
const span = document.createElement('span');
// Wrapping must be replicated *exactly*, including whitespace spaces and carriage returns
span.textContent = element.value.substring(element.selectionStart) || '.'; // || '.' because a completely empty faux span doesn't render at all
div.appendChild(span);
const coordinates = {
top: span.offsetTop + (parseInt(computed['borderTopWidth']) || 0),
left: span.offsetLeft + (parseInt(computed['borderLeftWidth']) || 0),
lineHeight: numericLineHeight // Use the calculated numeric lineHeight
};
// Calculate the bounding rect of the input element relative to the viewport
const rect = element.getBoundingClientRect();
// Adjust the coordinates to be relative to the viewport
coordinates.top = rect.top + element.scrollTop + coordinates.top;
coordinates.left = rect.left + element.scrollLeft + coordinates.left;
document.body.removeChild(div);
return coordinates;
}
}
// --- Helper Functions ---
/**
* Converts Hiragana to Katakana.
* @param {string} str Input string.
* @returns {string} Katakana string.
*/
function hiraToKata(str) {
return str.replace(/[\u3041-\u3096]/g, function (match) {
const chr = match.charCodeAt(0) + 0x60;
return String.fromCharCode(chr);
});
}
/**
* Converts Katakana to Hiragana.
* @param {string} str Input string.
* @returns {string} Hiragana string.
*/
function kataToHira(str) {
return str.replace(/[\u30a1-\u30f6]/g, function (match) {
const chr = match.charCodeAt(0) - 0x60;
return String.fromCharCode(chr);
});
}
/**
* Formats a number into a human-readable string with metric prefixes (k, M, G).
* @param {number} num The number to format.
* @returns {string} The formatted string.
*/
function formatCountHumanReadable(num) {
if (num === null || num === undefined || isNaN(num)) {
return '0'; // Or handle as an error/empty string
}
if (num < 1000) {
return num.toString();
}
const si = [
{ value: 1, symbol: "" },
{ value: 1E3, symbol: "k" },
{ value: 1E6, symbol: "M" },
{ value: 1E9, symbol: "G" },
// Add more prefixes if needed (T, P, E)
];
const rx = /\.0+$|(\.[0-9]*[1-9])0+$/;
let i;
for (i = si.length - 1; i > 0; i--) {
if (num >= si[i].value) {
break;
}
}
// Format with one decimal place if needed, remove trailing zeros and '.'.
return (num / si[i].value).toFixed(1).replace(rx, "$1") + si[i].symbol;
}
// --- End Helper Functions ---
// --- Autocomplete Logic ---
const autocompleteUI = new AutocompleteUI();
/**
* Finds tag completion candidates based on the input query.
* Handles Hiragana/Katakana conversion for matching.
* @param {string} query The partial tag input.
* @returns {Array<{tag: string, count: number, alias?: string}>}
*/
function findCompletionCandidates(query) {
const startTime = performance.now(); // 検索開始時間を記録
if (!query) {
return [];
}
const lowerQuery = query.toLowerCase();
const candidates = [];
const addedTags = new Set(); // Keep track of added tags to avoid duplicates
// Generate Hiragana/Katakana variations if applicable
const queryVariations = new Set([lowerQuery]);
const kataQuery = hiraToKata(lowerQuery);
if (kataQuery !== lowerQuery) {
queryVariations.add(kataQuery);
}
const hiraQuery = kataToHira(lowerQuery);
if (hiraQuery !== lowerQuery) {
queryVariations.add(hiraQuery);
}
// Search in sortedTags (already sorted by count)
for (const tagData of sortedTags) {
let matched = false;
let matchedAlias = null;
// Check primary tag against all variations
for (const variation of queryVariations) {
// Ensure tagData.tag is treated as lowercase for comparison
if (tagData.tag.toLowerCase().includes(variation)) {
matched = true;
break;
}
}
// If primary tag didn't match, check aliases against all variations
if (!matched && tagData.alias && Array.isArray(tagData.alias) && tagData.alias.length > 0) {
for (const alias of tagData.alias) {
const lowerAlias = alias.toLowerCase();
for (const variation of queryVariations) {
if (lowerAlias.includes(variation)) {
matched = true;
matchedAlias = alias; // Store the alias that matched
break;
}
}
if (matched) break; // Stop checking aliases for this tag if one matched
}
}
// Add candidate if matched and not already added
if (matched && !addedTags.has(tagData.tag)) {
candidates.push({
tag: tagData.tag,
count: tagData.count,
alias: tagData.alias // Add alias property only if matched via alias
});
addedTags.add(tagData.tag);
if (candidates.length >= settingValues.maxSuggestions) {
// 早期リターンする場合もログを出力
const endTime = performance.now();
const duration = endTime - startTime;
console.log(`[Autocomplete-Plus] Search for "${query}" took ${duration.toFixed(2)}ms. Found ${candidates.length} candidates (max reached).`);
return candidates; // Early exit
}
}
}
// 検索終了時間を記録し、コンソールに出力
const endTime = performance.now();
const duration = endTime - startTime;
console.log(`[Autocomplete-Plus] Search for "${query}" took ${duration.toFixed(2)}ms. Found ${candidates.length} candidates.`);
return candidates;
}
/**
* Extracts the current tag being typed before the cursor.
* Assumes tags are separated by commas.
* @param {HTMLTextAreaElement} inputElement
* @returns {string} The partial tag or empty string.
*/
function getCurrentPartialTag(inputElement) {
const text = inputElement.value;
const cursorPos = inputElement.selectionStart;
// Find the last comma before the cursor
const lastComma = text.lastIndexOf(',', cursorPos - 1);
const start = lastComma === -1 ? 0 : lastComma + 1;
// Extract the text between the last comma (or start) and the cursor
const partial = text.substring(start, cursorPos).trimStart();
return partial;
}
/**
* Inserts the selected tag into the textarea, replacing the partial tag.
* @param {HTMLTextAreaElement} inputElement
* @param {string} tagToInsert
*/
function insertTag(inputElement, tagToInsert) {
const text = inputElement.value;
const cursorPos = inputElement.selectionStart;
// Find the last newline or comma before the cursor
const lastNewLine = text.lastIndexOf('\n', cursorPos - 1);
const lastComma = text.lastIndexOf(',', cursorPos - 1);
// Get the position of the last separator (newline or comma) before cursor
const lastSeparator = Math.max(lastNewLine, lastComma);
const start = lastSeparator === -1 ? 0 : lastSeparator + 1;
// Replace underscores with spaces and escape parentheses
const actualTag = tagToInsert
.replace(/_/g, " ")
.replace(/\\\(/g, "\\\\(") // Escape backslashes before parentheses first
.replace(/\\\)/g, "\\\\)")
.replace(/\(/g, "\\(") // Escape opening parenthesis
.replace(/\)/g, "\\)"); // Escape closing parenthesis
// Find the next comma or newline after the cursor position
let endComma = text.indexOf(',', cursorPos);
let endNewLine = text.indexOf('\n', cursorPos);
// Find the next separator (comma or newline) or end of string
let end;
if (endComma === -1 && endNewLine === -1) {
end = text.length;
} else if (endComma === -1) {
end = endNewLine;
} else if (endNewLine === -1) {
end = endComma;
} else {
end = Math.min(endComma, endNewLine);
}
// Check word boundary if in the middle of a word
const nextSpace = text.indexOf(' ', cursorPos);
if (nextSpace !== -1 && nextSpace < end) {
end = cursorPos;
}
// Add space if the previous separator was a comma
const needsSpaceBefore = lastSeparator === lastComma && start > 0;
// Prepare text before the cursor (with space if needed)
const textBefore = text.substring(0, start) + (needsSpaceBefore ? ' ' : '');
// Get text after the cursor
// We need to determine the correct end position for replacement
// It should be the end of the word/tag being replaced, not just the cursor position
const textAfter = text.substring(end); // Use 'end' instead of 'cursorPos'
// Standard separator (comma + space)
const suffix = ', ';
// Set the new value
inputElement.value = textBefore + actualTag + suffix + textAfter;
// Set cursor position after the tag and separator
const newCursorPos = textBefore.length + actualTag.length + suffix.length;
inputElement.selectionStart = inputElement.selectionEnd = newCursorPos;
// Trigger input event to notify ComfyUI about the change
inputElement.dispatchEvent(new Event('input', { bubbles: true }));
}
// --- Event Handlers ---
function handleInput(event) {
if (!settingValues.enabled || !autocompleteUI) return;
const textareaElement = event.target;
const partialTag = getCurrentPartialTag(textareaElement);
const ESCAPE_SEQUENCE = ["#", "/"];
if (partialTag.length > 0 && !ESCAPE_SEQUENCE.some(seq => partialTag.startsWith(seq))) {
const candidates = findCompletionCandidates(partialTag);
autocompleteUI.show(textareaElement, candidates);
} else {
autocompleteUI.hide();
}
// Handle similar tags (if enabled and in click mode, hide until clicked)
if (settingValues.enableSimilarTags && settingValues.similarTagsDisplayMode !== 'hover') {
hideSimilarTags();
}
}
function handleFocus(event) {
if (!settingValues.enabled) return;
// Potentially show suggestions immediately on focus?
// For now, only show on input
if (!autocompleteUI) {
autocompleteUI = new AutocompleteUI();
}
// Maybe check if there's already text and show suggestions?
// handleInput(event); // Trigger check immediately
}
function handleBlur(event) {
// Need a slight delay because clicking the autocomplete list causes blur
setTimeout(() => {
if (autocompleteUI && !autocompleteUI.element.contains(document.activeElement)) {
autocompleteUI.hide();
}
// Don't hide similar tags panel on blur if it doesn't contain target
// This is handled by the similar-tags module
}, 150);
}
function handleKeyDown(event) {
if (!settingValues.enabled) return;
const textareaElement = event.target;
// Handle autocomplete navigation
if (autocompleteUI && autocompleteUI.isVisible()) {
switch (event.key) {
case 'ArrowDown':
event.preventDefault();
autocompleteUI.navigate(1);
break;
case 'ArrowUp':
event.preventDefault();
autocompleteUI.navigate(-1);
break;
case 'Enter':
case 'Tab':
if (autocompleteUI.getSelectedTag() !== null) {
event.preventDefault();
insertTag(textareaElement, autocompleteUI.getSelectedTag());
} else {
// Allow default Tab/Enter if no item is selected
autocompleteUI.hide();
}
break;
case 'Escape':
event.preventDefault();
autocompleteUI.hide();
break;
}
}
// For similar tags panel, handle Escape key
else if (isSimilarTagsVisible()) {
if (event.key === 'Escape') {
event.preventDefault();
hideSimilarTags();
}
}
// In click mode, show similar tags on Ctrl+Space
else if (settingValues.enableSimilarTags && settingValues.similarTagsDisplayMode === 'click') {
if (event.key === ' ' && event.ctrlKey) {
event.preventDefault();
showSimilarTagsForCurrentPosition(textareaElement);
}
}
}
// New event handler for mousemove to show similar tags on hover
function handleMouseMove(event) {
if (!settingValues.enabled || !settingValues.enableSimilarTags ||
settingValues.similarTagsDisplayMode !== 'hover') return;
const textareaElement = event.target;
// Throttle the mousemove event to avoid too many calculations
if (!textareaElement.dataset.lastMoveTime ||
Date.now() - textareaElement.dataset.lastMoveTime > 200) {
textareaElement.dataset.lastMoveTime = Date.now();
showSimilarTagsForCurrentPosition(textareaElement);
}
}
// New event handler for click to show similar tags
function handleClick(event) {
if (!settingValues.enabled || !settingValues.enableSimilarTags ||
settingValues.similarTagsDisplayMode !== 'click') return;
const textareaElement = event.target;
showSimilarTagsForCurrentPosition(textareaElement);
}
// Helper function to show similar tags based on cursor position
function showSimilarTagsForCurrentPosition(textareaElement) {
// Get the tag at current cursor position
const currentTag = getCurrentTag(textareaElement);
// If no valid tag or tag is too short, hide the panel
if (!currentTag || currentTag.length < 2) {
hideSimilarTags();
return;
}
// Find similar tags
const similarTagsResults = findSimilarTags(currentTag, cooccurrenceMap, tagMap);
// Always show the panel with current tag, even if there are no similar tags
showSimilarTags(textareaElement, currentTag, similarTagsResults);
}
// Data storage
let tagMap = new Map();
let aliasMap = new Map();
let sortedTags = []; // Now populated directly from sorted API response
let cooccurrenceMap = new Map(); // Structure remains Map<string, Map<string, number>>
let tagsLoaded = false;
let cooccurrenceLoaded = false;
// --- Data Loading Functions ---
/**
* Loads and processes tag data from the CSV file.
*/
async function loadTags(rootPath) {
const startTime = performance.now(); // 処理開始時間を記録
const url = rootPath + 'data/danbooru_tags.csv';
try {
const response = await fetch(url);
if (!response.ok) {
throw new Error(`HTTP error! status: ${response.status}`);
}
const csvText = await response.text(); // Get raw CSV text
const lines = csvText.split('\n').filter(line => line.trim().length > 0);
// Skip header row if present (tag,alias,count)
const startIndex = lines[0].startsWith('tag,alias,count') ? 1 : 0;
const parsedData = [];
for (let i = startIndex; i < lines.length; i++) {
const line = lines[i];
// Handle CSV parsing properly (consider quotes and commas in values)
const columns = parseCSVLine(line);
if (columns.length >= 3) {
const tag = columns[0].trim();
const aliasStr = columns[1].trim();
const count = parseInt(columns[2].trim(), 10);
// Skip invalid entries
if (!tag || isNaN(count)) continue;
// Parse aliases - might be comma-separated list inside quotes
const aliases = aliasStr ? aliasStr.split(',').map(a => a.trim()).filter(a => a.length > 0) : [];
parsedData.push({
tag,
alias: aliases,
count
});
}
}
// Sort by count in descending order
parsedData.sort((a, b) => b.count - a.count);
sortedTags = parsedData;
// Build maps as before
sortedTags.forEach(tagData => {
tagMap.set(tagData.tag, tagData);
if (tagData.alias && Array.isArray(tagData.alias)) {
tagData.alias.forEach(alias => {
if (!aliasMap.has(alias)) {
aliasMap.set(alias, tagData.tag); // Map alias back to the main tag
}
});
}
});
tagsLoaded = true;
// 処理終了時間を記録し、パフォーマンスログを出力
const endTime = performance.now();
const duration = endTime - startTime;
console.log(`[Autocomplete-Plus] Processed ${sortedTags.length} tags from CSV in ${duration.toFixed(2)}ms.`);
} catch (error) {
console.error(`[Autocomplete-Plus] Failed to fetch or process tags from ${url}:`, error);
tagsLoaded = false;
}
}
/**
* Loads and processes cooccurrence data from the CSV file using chunked processing.
*/
async function loadCooccurrence(rootPath) {
const url = rootPath + 'data/danbooru_tags_cooccurrence.csv';
try {
const response = await fetch(url);
if (!response.ok) {
throw new Error(`HTTP error! status: ${response.status}`);
}
const csvText = await response.text();
const lines = csvText.split('\n').filter(line => line.trim().length > 0);
// Skip header row if present (tag_a,tag_b,count)
const startIndex = lines[0].startsWith('tag_a,tag_b,count') ? 1 : 0;
// Create a new Map to store the bidirectional relationships
const bidirectionalMap = new Map();
// Process CSV data in chunks
await processInChunks(lines, startIndex, bidirectionalMap);
// Assign the bidirectional map to the cooccurrenceMap
let actualPairCount = 0;
let primaryTagCount = 0;
cooccurrenceMap.clear();
for (const [tag, relatedTags] of bidirectionalMap) {
cooccurrenceMap.set(tag, relatedTags);
actualPairCount += relatedTags.size;
primaryTagCount++;
}
cooccurrenceLoaded = true;
console.log(`[Autocomplete-Plus] Processed bidirectional relationships for ${primaryTagCount} tags from CSV.`);
} catch (error) {
console.error(`[Autocomplete-Plus] Failed to fetch or process cooccurrence data from ${url}:`, error);
cooccurrenceLoaded = false;
}
}
/**
* Process CSV data in chunks to avoid blocking the UI
*/
function processInChunks(lines, startIndex, bidirectionalMap) {
return new Promise((resolve) => {
const CHUNK_SIZE = 10000; // Process 10,000 lines at a time
let i = startIndex;
let pairCount = 0;
function processChunk() {
const endIndex = Math.min(i + CHUNK_SIZE, lines.length);
for (; i < endIndex; i++) {
const line = lines[i];
const columns = parseCSVLine(line);
if (columns.length >= 3) {
const tagA = columns[0].trim();
const tagB = columns[1].trim();
const count = parseInt(columns[2].trim(), 10);
// Skip invalid entries
if (!tagA || !tagB || isNaN(count)) continue;
// Add tagA -> tagB relationship
if (!bidirectionalMap.has(tagA)) {
bidirectionalMap.set(tagA, new Map());
}
bidirectionalMap.get(tagA).set(tagB, count);
// Add tagB -> tagA relationship (bidirectional)
if (!bidirectionalMap.has(tagB)) {
bidirectionalMap.set(tagB, new Map());
}
bidirectionalMap.get(tagB).set(tagA, count);
pairCount++;
}
}
if (i < lines.length) {
// Report progress
const progress = Math.round((i / lines.length) * 100);
console.log(`[Autocomplete-Plus] Processing: ${progress}% complete (${pairCount} pairs processed)`);
// Schedule next chunk with setTimeout to allow UI updates
setTimeout(processChunk, 0);
} else {
console.log(`[Autocomplete-Plus] Finished processing ${pairCount} one-way cooccurrence pairs`);
resolve();
}
}
// Start processing the first chunk
processChunk();
});
}
/**
* Parse a CSV line properly, handling quoted values that may contain commas.
* @param {string} line A single CSV line
* @returns {string[]} Array of column values
*/
function parseCSVLine(line) {
const result = [];
let current = '';
let inQuotes = false;
for (let i = 0; i < line.length; i++) {
const char = line[i];
if (char === '"') {
if (inQuotes && i + 1 < line.length && line[i + 1] === '"') {
// Escaped quote (double quote inside quotes)
current += '"';
i++; // Skip the next quote
} else {
// Toggle quote mode
inQuotes = !inQuotes;
}
} else if (char === ',' && !inQuotes) {
// End of column
result.push(current);
current = '';
} else {
current += char;
}
}
// Don't forget to add the last column
result.push(current);
return result;
}
// --- End Data Loading Functions ---
// --- Initialization ---
export async function initializeAutocomplete(rootPath) {
try {
await Promise.all([loadTags(rootPath), loadCooccurrence(rootPath)]);
if (!tagsLoaded) {
console.warn("[Autocomplete-Plus] Tags not loaded, cannot initialize autocomplete.");
return;
}
console.log("[Autocomplete-Plus] Initializing autocomplete features...");
// Find relevant textareas (e.g., prompt inputs)
// This selector might need adjustment based on ComfyUI's structure
const targetSelectors = [
'.comfy-multiline-input',
// Add other selectors if needed
];
// Use MutationObserver to detect dynamically added textareas
const observer = new MutationObserver((mutations) => {
mutations.forEach((mutation) => {
mutation.addedNodes.forEach((node) => {
if (node.nodeType === Node.ELEMENT_NODE) {
targetSelectors.forEach(selector => {
// Check if the added node itself matches or contains matching elements
if (node.matches(selector)) {
attachListeners(node);
} else {
node.querySelectorAll(selector).forEach(attachListeners);
}
});
}
});
});
});
// Function to attach listeners
function attachListeners(element) {
if (element.dataset.autocompleteAttached) return; // Prevent double attachment
element.addEventListener('input', handleInput);
element.addEventListener('focus', handleFocus);
element.addEventListener('blur', handleBlur);
element.addEventListener('keydown', handleKeyDown);
// Add new event listeners for similar tags feature
element.addEventListener('mousemove', handleMouseMove);
element.addEventListener('click', handleClick);
element.dataset.autocompleteAttached = 'true';
}
// Initial scan for existing elements
targetSelectors.forEach(selector => {
document.querySelectorAll(selector).forEach(attachListeners);
});
// Start observing the document body for changes
observer.observe(document.body, { childList: true, subtree: true });
console.log("[Autocomplete-Plus] Autocomplete and similar tags features initialized.");
} catch (e) {
console.error("[Autocomplete-Plus] Error during API data loading:", e);
}
}