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Running on Zero
Running on Zero
File size: 57,698 Bytes
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1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 | // ==========================================================================
// 📝 TODO (Architecture / Enhancements)
// ==========================================================================
// 1. [Prompt Presets] 实现基于 ID 的 Prompt 远程动态加载
// - 方案:将超长 Prompt 抽离为集中的 JSON 文件(如: prompt-assets/presets.json)。
// - 逻辑:图库 (Gallery) 跳转时仅传递 ?id=xxx,前端 (Studio) 接收到 ID 后,跨域 fetch 该 JSON 并自动填充 Prompt 输入框。
// - 优点:彻底解决 URL 长度限制,实现前后端数据彻底解耦,方便统一维护。
// commit@70f742a386b9cbbfd6df774b19d727485ef5446f
// ==========================================================================
// 🛡️ Dynamic API Base URL
// ==========================================================================
const hostname = window.location.hostname;
let API_BASE_URL = "";
// 1. 如果在 GUI 预览环境(哪怕带 .static 后缀)
if (hostname.includes("universal-lora-studio-gui")) {
API_BASE_URL = "https://waveshaker-universal-lora-studio-test.hf.space";
}
// 2. 如果在本地开发环境
else if (hostname === "localhost" || hostname === "127.0.0.1") {
API_BASE_URL = "https://waveshaker-universal-lora-studio-test.hf.space";
}
// 3. 如果在测试环境(test Space)
else if (hostname.includes("universal-lora-studio-test")) {
API_BASE_URL = ""; // 同源,走相对路径
}
// 4. 如果在线上环境(prod Space)
else if (hostname.includes("universal-lora-studio.hf.space") || hostname.includes("universal-lora-studio.static")) {
API_BASE_URL = ""; // 同源,走相对路径
}
// ==========================================================================
// 🔐 ZeroGPU Token Handshake
// ==========================================================================
const ZEROGPU_HEADERS_MSG = "supports-zerogpu-headers";
// 监听 HF 父窗口发来的握手信号
window.addEventListener("message", (event) => {
if (event.data === ZEROGPU_HEADERS_MSG) {
window.supports_zerogpu_headers = true;
}
});
// 向父窗口声明支持,触发后续的 token 索要流程
(function announceZeroGpuSupport() {
const hostname = window.location.hostname;
if (!hostname.endsWith(".hf.space") && !hostname.includes(".dev.")) {
return; // 非 HF 环境,不执行
}
const origin = hostname.includes(".dev.")
? `https://moon-${hostname.split(".")[1]}.dev.spaces.huggingface.tech`
: "https://huggingface.co";
try {
window.parent.postMessage(ZEROGPU_HEADERS_MSG, origin);
} catch (e) {
console.warn("ZeroGPU handshake failed:", e);
}
})();
// 向父窗口索要 x-ip-token(带 2 秒超时兜底)
async function requestZeroGpuToken() {
if (!window.supports_zerogpu_headers) return null;
const hostname = window.location.hostname;
if (!hostname.endsWith(".hf.space") && !hostname.includes(".dev.")) return null;
const origin = hostname.includes(".dev.")
? `https://moon-${hostname.split(".")[1]}.dev.spaces.huggingface.tech`
: "https://huggingface.co";
try {
return await new Promise((resolve) => {
const channel = new MessageChannel();
const timeout = setTimeout(() => {
channel.port1.close();
resolve(null);
}, 2000);
channel.port1.onmessage = ({ data }) => {
clearTimeout(timeout);
resolve(data || null);
};
window.parent.postMessage("zerogpu-headers", origin, [channel.port2]);
});
} catch {
return null;
}
}
// ==========================================================================
// 🛡️ API Layer
// ==========================================================================
const BackendAPI = {
// 1. 心跳检测
checkHealth: async function() {
try {
const controller = new AbortController();
const timeoutId = setTimeout(() => controller.abort(), 3000);
const res = await fetch(`${API_BASE_URL}/api/health`, {
signal: controller.signal,
cache: 'no-store'
});
clearTimeout(timeoutId);
if (res.ok) {
const data = await res.json();
return data.status === "ok";
}
return false;
} catch (error) {
return false;
}
},
// 2. 获取全局配置 (Sampler/Scheduler & Root Mapping)
getConfig: async function() {
try {
const res = await fetch(`${API_BASE_URL}/api/config`, {
method: 'GET',
cache: 'no-store'
});
if (!res.ok) throw new Error("HTTP error " + res.status);
return await res.json();
} catch (error) {
console.warn("⚠️ Failed to fetch config", error);
return null;
}
},
// 3. 获取 Base Model 列表
getModels: async function() {
const res = await fetch(`${API_BASE_URL}/api/models`, {
method: 'GET',
cache: 'no-store'
});
if (!res.ok) throw new Error("HTTP error " + res.status);
return await res.json();
},
// 4. 获取角色 LoRA 图库数据
getLoras: async function() {
const controller = new AbortController();
const timeoutId = setTimeout(() => controller.abort(), 10000); // 10秒超时
try {
const res = await fetch(`${API_BASE_URL}/api/loras`, {
method: 'GET',
cache: 'no-store',
signal: controller.signal
});
clearTimeout(timeoutId);
if (!res.ok) throw new Error("HTTP error " + res.status);
return await res.json();
} catch (error) {
clearTimeout(timeoutId);
throw error;
}
},
// 5. 提交生成任务
submitGenerate: async function(payload) {
const headers = { 'Content-Type': 'application/json' };
const tokenInfo = await requestZeroGpuToken();
if (tokenInfo) {
if (typeof tokenInfo === 'object') {
Object.assign(headers, tokenInfo);
} else if (typeof tokenInfo === 'string') {
headers['x-ip-token'] = tokenInfo;
}
}
const res = await fetch(`${API_BASE_URL}/api/generate`, {
method: 'POST',
cache: 'no-store',
headers: headers,
body: JSON.stringify(payload)
});
if (!res.ok) throw new Error(`HTTP error! status: ${res.status}`);
const data = await res.json();
if (data.status === "error") throw new Error(data.message);
return data.task_id;
},
// 6. 轮询任务状态
pollStatus: async function(taskId, callbacks, retries = 0) {
const MAX_RETRIES = 150;
try {
const res = await fetch(`${API_BASE_URL}/api/status/${taskId}`, {
cache: 'no-store'
});
const data = await res.json();
if (data.status === "processing" || data.status === "queued") {
if (callbacks.onProcessing) {
callbacks.onProcessing(data.message || "Processing...");
}
if (retries >= MAX_RETRIES) {
const timeoutMsg = `Timeout: Backend exceeded ${MAX_RETRIES * 500 / 1000}s. Please try again.`;
if (callbacks.onError) callbacks.onError(timeoutMsg);
return;
}
setTimeout(() => this.pollStatus(taskId, callbacks, retries + 1), 100);
}
else if (data.status === "success") {
// 如果后端返回的是绝对路径或 data: 开头,直接使用;否则拼接 API_BASE_URL
let finalImageUrl = data.image;
if (finalImageUrl && !finalImageUrl.startsWith('data:') && !finalImageUrl.startsWith('http')) {
finalImageUrl = `${API_BASE_URL}${finalImageUrl}`;
}
if (callbacks.onSuccess) callbacks.onSuccess(finalImageUrl, data.seed, data.metrics, data.filename);
}
else if (data.status === "error") {
if (callbacks.onError) callbacks.onError(data.message);
}
else if (data.status === "not_found") {
if (callbacks.onError) callbacks.onError("Task not found (backend may have restarted).");
}
} catch (error) {
if (callbacks.onError) callbacks.onError(error.message);
}
},
};
// ==========================================================================
// 🧠 Global State & Utilities
// ==========================================================================
let generateStartTime = 0;
let currentStageStartTime = 0;
let currentStageName = "";
let isInitializing = false;
let shouldAnimateNextRender = false;
let globalModelData = {};
let currentGalleryData = [];
let renderedCount = 0;
const BATCH_SIZE = 20;
let selectedLora = "";
let backendState = { isReady: false, isChecking: false, healthInterval: null };
const ANIM_CONFIG = {
startY: 24,
stiffness: 280,
damping: 0.7,
staggerDelay: 30,
};
function toUnicodeBold(str) {
return str.split('').map(char => {
const code = char.charCodeAt(0);
if (code >= 65 && code <= 90) return String.fromCodePoint(0x1D5D4 + (code - 65));
if (code >= 97 && code <= 122) return String.fromCodePoint(0x1D5EE + (code - 97));
if (code >= 48 && code <= 57) return String.fromCodePoint(0x1D7EC + (code - 48));
return char;
}).join('');
}
function bindSlider(sliderId, inputId) {
const slider = document.getElementById(sliderId);
const input = document.getElementById(inputId);
slider.addEventListener('input', (e) => { input.value = e.target.value; });
input.addEventListener('input', (e) => {
let val = parseFloat(e.target.value);
if(val < parseFloat(slider.min)) val = slider.min;
if(val > parseFloat(slider.max)) val = slider.max;
slider.value = val;
});
}
bindSlider('width-slider', 'width-input');
bindSlider('height-slider', 'height-input');
bindSlider('steps-slider', 'steps-input');
bindSlider('cfg-slider', 'cfg-input');
const RATIO_PRESETS = {
"1:1": { w: 1024, h: 1024 },
"3:4": { w: 888, h: 1184 },
"9:16": { w: 768, h: 1368 },
"4:3": { w: 1184, h: 888 },
"16:9": { w: 1368, h: 768 }
};
document.querySelectorAll('.ratio-btn').forEach(btn => {
btn.addEventListener('click', () => {
document.querySelectorAll('.ratio-btn').forEach(b => b.classList.remove('active'));
btn.classList.add('active');
const ratio = btn.dataset.ratio;
const preset = RATIO_PRESETS[ratio];
if (preset) {
document.getElementById('width-slider').value = preset.w;
document.getElementById('width-input').value = preset.w;
document.getElementById('height-slider').value = preset.h;
document.getElementById('height-input').value = preset.h;
}
});
});
function clearActiveRatio() {
document.querySelectorAll('.ratio-btn').forEach(b => b.classList.remove('active'));
}
document.getElementById('width-slider').addEventListener('input', clearActiveRatio);
document.getElementById('width-input').addEventListener('input', clearActiveRatio);
document.getElementById('height-slider').addEventListener('input', clearActiveRatio);
document.getElementById('height-input').addEventListener('input', clearActiveRatio);
function setUIState(isGenerating) {
const btn = document.getElementById('generate-btn');
if (!backendState.isReady) {
btn.disabled = true;
btn.innerText = "⏳ Waiting for Backend...";
} else if (isGenerating) {
btn.disabled = true;
btn.innerText = "⏳ Generating...";
} else {
btn.disabled = false;
btn.innerText = "Generate";
}
}
// 获取 Checkbox 元素
const autoScrollToggle = document.getElementById('auto-scroll-toggle');
function smartScroll() {
// 只有用户勾选了“自动滚动”,才强制贴底
if (autoScrollToggle && autoScrollToggle.checked) {
const logContent = document.getElementById('log-content');
// 用 requestAnimationFrame 确保在 DOM 高度更新后再执行滚动
requestAnimationFrame(() => {
logContent.scrollTop = logContent.scrollHeight;
});
}
}
function addLog(message, type = "normal") {
const logContent = document.getElementById('log-content');
const newLine = document.createElement('div');
newLine.className = `log-line ${type === "normal" ? "" : type}`;
const time = new Date().toLocaleTimeString('en-US', { hour12: false });
newLine.innerText = `[${time}] ${message}`;
logContent.appendChild(newLine);
if (logContent.childElementCount > 100) {
logContent.firstElementChild.remove();
}
// 插入后调用智能滚动
smartScroll();
}
// ==========================================================================
// 💓 Health Check & Initialization
// ==========================================================================
async function performHealthCheck() {
if (backendState.isChecking) return;
backendState.isChecking = true;
const dot = document.getElementById('backend-status-dot');
const wrapper = document.getElementById('backend-status-wrapper');
if (!backendState.isReady) {
setUIState(false);
dot.className = "status-dot loading";
wrapper.title = "Connecting to backend...";
}
const isHealthy = await BackendAPI.checkHealth();
if (isHealthy) {
if (!backendState.isReady) {
backendState.isReady = true;
setUIState(false);
dot.className = "status-dot online";
wrapper.title = "Backend online, ready to generate!";
await loadInitialData();
}
} else {
backendState.isReady = false;
setUIState(false);
dot.className = "status-dot offline";
wrapper.title = "Backend offline, trying to reconnect...";
}
backendState.isChecking = false;
}
function startHealthPolling() {
if (backendState.healthInterval) return;
backendState.healthInterval = setInterval(async () => {
if (backendState.isReady) {
clearInterval(backendState.healthInterval);
backendState.healthInterval = null;
return;
}
await performHealthCheck();
}, 3000);
}
async function loadInitialData() {
if (isInitializing) return;
isInitializing = true;
console.log("🟢 [Init] 开始初始化...");
document.getElementById('unet-select').disabled = true;
const config = await BackendAPI.getConfig();
if (!config) console.error("❌ 获取配置失败,请检查后端 API 是否正常");
const finalSamplers = config?.samplers || ["euler", "euler_ancestral", "euler_a", "dpmpp_2m", "dpmpp_2m_sde", "dpmpp_sde", "heun", "lms", "lcm"];
const finalSchedulers = config?.schedulers || ["simple", "beta", "normal", "karras", "exponential", "sgm_uniform"];
const rootMapping = config?.root_mapping || {};
if (config && config.default_prompt) {
document.getElementById('prompt').value = config.default_prompt;
}
document.getElementById('sampler').innerHTML = finalSamplers.map(s => `<option value="${s}">${s}</option>`).join('');
document.getElementById('scheduler').innerHTML = finalSchedulers.map(s => `<option value="${s}">${s}</option>`).join('');
const selectEl = document.getElementById('unet-select');
try {
const data = await BackendAPI.getModels();
console.log("🟢 [Init] Models 数据已拉取");
if (data.models) {
globalModelData = data.models;
selectEl.innerHTML = "";
Object.keys(data.models).forEach(modelName => {
const opt = document.createElement("option");
opt.value = modelName;
if (modelName.includes(" | ")) {
const parts = modelName.split(" | ");
const enginePart = toUnicodeBold(parts[0]);
const modelPart = parts[1];
opt.textContent = `${enginePart} | ${modelPart}`;
} else {
opt.textContent = toUnicodeBold(modelName);
}
selectEl.appendChild(opt);
});
let modelParam = null;
let loraParam = null;
if (window.location.hash) {
const hashStr = window.location.hash.substring(1);
const hashParams = new URLSearchParams(hashStr);
modelParam = hashParams.get('model');
loraParam = hashParams.get('lora');
}
if (!modelParam) {
const urlParams = new URLSearchParams(window.location.search);
modelParam = urlParams.get('model');
loraParam = urlParams.get('lora');
}
let targetModel = Object.keys(data.models)[0];
if (modelParam) {
const targetEngine = rootMapping[modelParam] || modelParam;
console.log(`🔗 URL解析: ${modelParam} -> ${targetEngine}`);
for (const key of Object.keys(data.models)) {
const modelEngine = data.models[key].engine;
if (modelEngine === targetEngine) {
targetModel = key;
console.log(`✅ 成功匹配到模型: ${key} (Engine: ${modelEngine})`);
break;
}
}
}
console.log(`🟢 [Init] 准备选中模型: ${targetModel}`);
selectEl.value = targetModel;
window._currentSelectedModel = targetModel;
window._lastUsedArchitecture = globalModelData[targetModel]?.engine || "unknown";
const modelDefaults = globalModelData[targetModel]?.defaults || {};
if (globalModelData[targetModel]?.default_prompt !== undefined) {
document.getElementById('prompt').value = globalModelData[targetModel].default_prompt;
}
if (modelDefaults.cfg !== undefined) {
document.getElementById('cfg-slider').value = modelDefaults.cfg;
document.getElementById('cfg-input').value = Number(modelDefaults.cfg).toFixed(1);
}
if (modelDefaults.steps !== undefined) {
document.getElementById('steps-slider').value = modelDefaults.steps;
document.getElementById('steps-input').value = modelDefaults.steps;
}
if (modelDefaults.sampler !== undefined) document.getElementById('sampler').value = modelDefaults.sampler;
if (modelDefaults.scheduler !== undefined) document.getElementById('scheduler').value = modelDefaults.scheduler;
if (modelDefaults.char_lora_strength !== undefined) {
document.getElementById('char-strength').value = Number(modelDefaults.char_lora_strength).toFixed(1);
}
selectedLora = "";
document.getElementById('selected-lora-name').innerText = "None";
document.getElementById('selected-lora-name').style.color = 'var(--text-muted)';
const bigImg = document.getElementById('selected-lora-big-img');
const placeholder = document.getElementById('preview-placeholder');
bigImg.src = "";
bigImg.style.display = 'none';
placeholder.style.display = 'flex';
document.querySelectorAll('.lora-card').forEach(c => c.classList.remove('selected'));
renderBaseLoras(targetModel);
window._isDataReady = true;
// 🌟 核心修改:如果 URL 没有指定 lora 参数,说明是普通进入,开启动画
const isPlainEntry = !loraParam;
await fetchAndRenderGallery(targetModel, isPlainEntry);
if (loraParam) {
if (!loraParam.endsWith(".safetensors")) {
console.warn(`⚠️ [Init] 忽略无效的 LoRA 参数(缺少 .safetensors 后缀): ${loraParam}`);
} else {
const targetIndex = currentGalleryData.findIndex(item => item.filename === loraParam);
if (targetIndex !== -1) {
const targetItem = currentGalleryData[targetIndex];
console.log(`🟢 [Init] 数据层成功找到 LoRA: ${loraParam},位于第 ${targetIndex + 1} 个`);
selectedLora = targetItem.filename;
const nameEl = document.getElementById('selected-lora-name');
nameEl.innerText = targetItem.title;
nameEl.style.color = 'var(--accent)';
const bigImg = document.getElementById('selected-lora-big-img');
const placeholder = document.getElementById('preview-placeholder');
const previewWrapper = document.querySelector('.preview-wrapper');
if (previewWrapper) previewWrapper.classList.add('shimmer-container');
bigImg.src = targetItem.webp;
bigImg.onload = () => {
bigImg.style.display = 'block';
placeholder.style.display = 'none';
if (previewWrapper) previewWrapper.classList.remove('shimmer-container');
bigImg.onload = null;
};
bigImg.onerror = () => {
if (previewWrapper) previewWrapper.classList.remove('shimmer-container');
bigImg.onerror = null;
};
if (targetIndex >= renderedCount) {
const requiredRenderCount = Math.ceil((targetIndex + 1) / BATCH_SIZE) * BATCH_SIZE;
const tempData = currentGalleryData.slice(renderedCount, requiredRenderCount);
const grid = document.getElementById('gallery-grid');
tempData.forEach(item => {
const card = document.createElement('div');
card.className = 'lora-card';
card.dataset.filename = item.filename;
card.innerHTML = `
<img src="${item.webp}" loading="lazy" alt="${item.title}" onerror="this.src='https://via.placeholder.com/300x400?text=No+Image'">
<div class="card-info">
<div class="card-title">${item.title}</div>
</div>
`;
const cardImg = card.querySelector('img');
applyCardShimmer(card, cardImg);
bindCardClick(card, item);
grid.appendChild(card);
});
renderedCount = requiredRenderCount;
}
setTimeout(() => {
const targetCard = document.querySelector(`.lora-card[data-filename="${loraParam}"]`);
if (targetCard) {
console.log(`🟢 [Init] DOM 已渲染,执行滚动和高亮`);
document.querySelectorAll('.lora-card').forEach(c => c.classList.remove('selected'));
targetCard.classList.add('selected');
targetCard.scrollIntoView({ behavior: 'smooth', block: 'center' });
} else {
console.warn(`⚠️ 极度异常:数据存在,但强制渲染后依然找不到 DOM`);
}
}, 150);
} else {
console.warn(`⚠️ [Init] 在返回的数据中不存在该 LoRA: ${loraParam}`);
}
}
}
}
} catch (e) {
console.error("❌ 初始化加载失败:", e);
selectEl.innerHTML = `<option value="">🔴 Backend Offline</option>`;
} finally {
document.getElementById('unet-select').disabled = false;
// 🌟 智能移除遮罩:如果数据没就绪,就等它就绪
const waitForDataAndHideMask = setInterval(() => {
if (window._isDataReady) {
clearInterval(waitForDataAndHideMask);
const mask = document.getElementById('global-loading-mask');
if (mask) {
setTimeout(() => {
mask.style.opacity = '0';
setTimeout(() => mask.remove(), 300);
}, 100); // 给 DOM 留 100ms 的渲染时间
}
}
}, 100);
}
}
// ==========================================================================
// 🖼️ Gallery & Card Rendering
// ==========================================================================
function renderBaseLoras(selectedModel) {
const container = document.getElementById('base-lora-container');
container.innerHTML = "";
const loras = globalModelData[selectedModel]?.base_loras || [];
if (loras.length === 0) {
container.innerHTML = `<div style="font-size: 12px; color: var(--text-muted);">No Base LoRA for current model</div>`;
return;
}
loras.forEach((lora) => {
const div = document.createElement('div');
div.className = 'lora-row';
div.innerHTML = `
<label>
<input type="checkbox" class="base-lora-cb" ${lora.defaultEnable ? 'checked' : ''}>
${lora.name}
</label>
<input type="number" class="strength-box base-lora-strength" value="1.0" step="0.05" title="Strength">
`;
container.appendChild(div);
});
}
// 在全局变量区加一个请求锁
let isGalleryFetching = false;
async function fetchAndRenderGallery(modelName, triggerAnim = false) {
// 🌟 核心修复 2:如果已经在请求中,直接锁死,不准并发
if (isGalleryFetching) {
console.log("⚠️ 拦截并发请求,当前图库正在加载中...");
return;
}
isGalleryFetching = true;
const grid = document.getElementById('gallery-grid');
const countEl = document.getElementById('lora-count');
// 🌟 注意:这里不再清空 grid.innerHTML,因为我们在 unet-select 里已经清空了
// 但为了首次加载的安全,如果 grid 里没有 Loading 提示,还是补一个
if (!grid.innerHTML.includes("Loading") && !grid.innerHTML.includes("Switching")) {
grid.innerHTML = `<div style="color: var(--text-muted); font-size: 13px; grid-column: span 4;">⏳ Loading character list...</div>`;
}
try {
const modelInfo = globalModelData[modelName];
if (!modelInfo || !modelInfo.engine) {
grid.innerHTML = `<div style="color: var(--text-muted); font-size: 13px; grid-column: span 4;">⏳ Backend data syncing...</div>`;
return;
}
const engineKey = modelInfo.engine;
// 🌟 别忘了你之前给 getLoras 加了 10 秒超时
const data = await BackendAPI.getLoras();
const lorasDict = data.loras || {};
const lorasForModel = lorasDict[engineKey];
if (!lorasForModel || Object.keys(lorasForModel).length === 0) {
grid.innerHTML = `<div style="color: var(--text-muted); font-size: 13px; grid-column: span 4;">No character LoRA for this model</div>`;
if (countEl) countEl.innerText = "0 Models";
return;
}
currentGalleryData = Object.entries(lorasForModel).map(([filename, info]) => ({
filename: filename,
title: filename.replace(".safetensors", ""),
webp: info.webp
}));
renderedCount = 0;
shouldAnimateNextRender = triggerAnim;
if (countEl) countEl.innerText = `${currentGalleryData.length} Models`;
// 🌟 核心:把 flex 居中还原成原来的网格布局
grid.style.display = 'grid';
grid.style.height = 'auto';
grid.innerHTML = "";
loadMoreCards();
const container = document.getElementById('gallery-container');
container.onscroll = () => {
if (container.scrollTop + container.clientHeight >= container.scrollHeight - 50) {
loadMoreCards();
}
};
} catch (error) {
console.error("Severe error in gallery request:", error);
grid.innerHTML = `<div style="color: #ff4444; font-size: 13px; grid-column: span 4;">❌ Failed to load gallery, backend may be restarting</div>`;
if (countEl) countEl.innerText = "Error";
} finally {
// 🌟 核心修复 3:无论成功失败,必须释放锁
isGalleryFetching = false;
}
}
function applyCardShimmer(card, imgElement) {
const overlay = document.createElement('div');
overlay.className = 'shimmer-overlay';
card.appendChild(overlay);
const removeShimmer = () => overlay.remove();
if (imgElement.complete) {
setTimeout(removeShimmer, 400);
} else {
imgElement.addEventListener('load', removeShimmer);
imgElement.addEventListener('error', removeShimmer);
}
}
function bindCardClick(card, item) {
card.addEventListener('click', () => {
document.querySelectorAll('.lora-card').forEach(c => c.classList.remove('selected'));
card.classList.add('selected');
selectedLora = item.filename;
const nameEl = document.getElementById('selected-lora-name');
nameEl.innerText = item.title;
nameEl.style.color = item.title ? 'var(--accent)' : 'var(--text-muted)';
const bigImg = document.getElementById('selected-lora-big-img');
const placeholder = document.getElementById('preview-placeholder');
bigImg.style.display = 'none';
placeholder.style.display = 'flex';
bigImg.classList.add('shimmer-active');
bigImg.src = item.webp;
bigImg.onload = () => {
bigImg.style.display = 'block';
placeholder.style.display = 'none';
bigImg.onload = null;
};
bigImg.onerror = () => {
bigImg.style.display = 'none';
placeholder.style.display = 'flex';
bigImg.onerror = null;
};
setTimeout(() => {
bigImg.classList.remove('shimmer-active');
}, 400);
});
}
function loadMoreCards() {
const grid = document.getElementById('gallery-grid');
const nextBatch = currentGalleryData.slice(renderedCount, renderedCount + BATCH_SIZE);
if (nextBatch.length === 0) return;
// 🌟 注意这里要加 (item, index)
nextBatch.forEach((item, index) => {
const card = document.createElement('div');
card.className = 'lora-card';
card.dataset.filename = item.filename;
// 🌟 动画初始状态
if (shouldAnimateNextRender) {
card.style.opacity = '0';
card.style.transform = 'translateY(20px)';
card.dataset.animateEntry = "true";
card.dataset.index = index;
}
card.innerHTML = `
<img src="${item.webp}" loading="lazy" alt="${item.title}" onerror="this.src='https://via.placeholder.com/300x400?text=No+Image'">
<div class="card-info">
<div class="card-title">${item.title}</div>
</div>
`;
const cardImg = card.querySelector('img');
applyCardShimmer(card, cardImg);
bindCardClick(card, item);
grid.appendChild(card);
// 🌟 动画执行
if (shouldAnimateNextRender) {
// 错开延迟触发,利用你配置里的 staggerDelay (30ms)
setTimeout(() => {
applySpringAnimation(card);
}, index * ANIM_CONFIG.staggerDelay);
}
});
renderedCount += nextBatch.length;
// 🌟 重要:动画只管第一屏。渲染完之后立刻关掉,防止滚动加载时还会闪烁。
shouldAnimateNextRender = false;
}
// ==========================================
// 🪄 Animation: 物理弹簧动画
// ==========================================
function applySpringAnimation(element) {
if (!element || element.dataset.animating === 'true') return;
element.dataset.animating = 'true';
const startY = ANIM_CONFIG.startY;
const omega0 = Math.sqrt(ANIM_CONFIG.stiffness);
const zeta = ANIM_CONFIG.damping;
const omegaD = omega0 * Math.sqrt(1 - zeta * zeta);
const startTime = performance.now();
element.style.transition = '';
element.style.opacity = '0';
element.style.transform = `translate3d(0, ${startY}px, 0)`;
element.style.willChange = 'transform, opacity';
element.style.backfaceVisibility = 'hidden';
void element.offsetWidth;
function step(currentTime) {
const t = (currentTime - startTime) / 1000;
const envelope = Math.exp(-zeta * omega0 * t);
if (Math.abs(envelope * startY) < 0.1) {
// 🌟 核心修复:不要用 translate3d,直接清空 transform,让父级彻底“干干净净”
element.style.transform = '';
element.style.opacity = 1;
element.style.willChange = 'auto';
element.style.transition = '';
element.dataset.animating = 'false';
return;
}
const positionY = startY * envelope * Math.cos(omegaD * t);
const opacity = Math.min(t / 0.25, 1);
element.style.transform = `translate3d(0, ${positionY}px, 0)`;
element.style.opacity = opacity;
requestAnimationFrame(step);
}
requestAnimationFrame(step);
}
// ==========================================================================
// ⚡ Event Listeners (Generate, Switch, Random Seed)
// ==========================================================================
document.getElementById('random-seed-btn').addEventListener('click', (e) => {
e.preventDefault();
document.getElementById('seed').value = Math.floor(Math.random() * 4294967295);
});
document.getElementById('unet-select').addEventListener('change', async (e) => {
const selectedModel = e.target.value;
const currentEngine = globalModelData[selectedModel]?.engine || "unknown";
const lastEngine = window._lastUsedArchitecture || null;
const isCrossArchitecture = (lastEngine !== null && lastEngine !== currentEngine);
// 🌟 核心修复 1:如果是跨架构切换,第一时间强杀旧 DOM,别等网络请求
if (isCrossArchitecture) {
const grid = document.getElementById('gallery-grid');
// 🌟 核心:强行把 grid 改成 flex 居中
grid.style.display = 'flex';
grid.style.justifyContent = 'center';
grid.style.alignItems = 'center';
grid.style.height = '100%'; // 撑满父容器高度
grid.innerHTML = `<div style="color: var(--text-muted); font-size: 13px;">⏳ Loading LoRAs...</div>`;
document.getElementById('lora-count').innerText = "Loading...";
currentGalleryData = [];
renderedCount = 0;
}
// 1. 处理 Prompt 覆盖
const promptEl = document.getElementById('prompt');
const lastModelName = window._currentSelectedModel || null;
const previousDefaultPrompt = lastModelName ? (globalModelData[lastModelName]?.default_prompt || "") : "";
if (!promptEl.value.trim() || promptEl.value === previousDefaultPrompt) {
if (globalModelData[selectedModel]?.default_prompt) {
promptEl.value = globalModelData[selectedModel].default_prompt;
}
}
// 2. 处理参数更新 (不管跨不跨架构,参数肯定要更新)
const modelDefaults = globalModelData[selectedModel]?.defaults || {};
if (modelDefaults.cfg !== undefined) {
document.getElementById('cfg-slider').value = modelDefaults.cfg;
document.getElementById('cfg-input').value = Number(modelDefaults.cfg).toFixed(1);
}
if (modelDefaults.steps !== undefined) {
document.getElementById('steps-slider').value = modelDefaults.steps;
document.getElementById('steps-input').value = modelDefaults.steps;
}
if (modelDefaults.sampler !== undefined) {
document.getElementById('sampler').value = modelDefaults.sampler;
}
if (modelDefaults.scheduler !== undefined) {
document.getElementById('scheduler').value = modelDefaults.scheduler;
}
if (modelDefaults.char_lora_strength !== undefined && (isCrossArchitecture || !selectedLora)) {
document.getElementById('char-strength').value = Number(modelDefaults.char_lora_strength).toFixed(1);
}
// ========================================================
// 🌟 核心分支:只有跨架构才执行渲染,同架构直接躺平
// ========================================================
if (isCrossArchitecture) {
// 跨架构:清空已选角色,换 Base LoRA,重新拉数据(并传 true 触发入场动画)
selectedLora = "";
document.getElementById('selected-lora-name').innerText = "None";
document.getElementById('selected-lora-name').style.color = 'var(--text-muted)';
const bigImg = document.getElementById('selected-lora-big-img');
const placeholder = document.getElementById('preview-placeholder');
bigImg.src = "";
bigImg.style.display = 'none';
placeholder.style.display = 'flex';
document.querySelectorAll('.lora-card').forEach(c => c.classList.remove('selected'));
renderBaseLoras(selectedModel);
fetchAndRenderGallery(selectedModel, true); // 👈 后台异步加载,不阻塞事件
// 强制滚动到图库顶部
const galleryContainer = document.getElementById('gallery-container');
if (galleryContainer) galleryContainer.scrollTop = 0;
} else {
// 🌟 同架构:不请求网络,不动画廊,完美保留 DOM 和滚动位置
console.log("🔄 Same architecture, keeping gallery and Base LoRAs intact.");
}
// 更新全局记录
window._currentSelectedModel = selectedModel;
window._lastUsedArchitecture = currentEngine;
});
document.getElementById('generate-btn').addEventListener('click', async () => {
if (!backendState.isReady) {
alert("Backend is waking up. Please wait a few seconds and try again!");
return;
}
const resultImage = document.getElementById('result-image');
const placeholderText = document.getElementById('placeholder-text');
const generateBtn = document.getElementById('generate-btn');
const prompt = document.getElementById('prompt').value.trim();
const unet_choice = document.getElementById('unet-select').value;
const custom_w = parseInt(document.getElementById('width-input').value);
const custom_h = parseInt(document.getElementById('height-input').value);
const steps = parseInt(document.getElementById('steps-input').value);
const cfg = parseFloat(document.getElementById('cfg-input').value);
const sampler = document.getElementById('sampler').value;
const scheduler = document.getElementById('scheduler').value;
const seedVal = document.getElementById('seed').value;
const seed = seedVal === "" ? -1 : parseInt(seedVal);
if (!unet_choice || unet_choice.includes('Loading') || unet_choice.includes('Backend Offline')) {
alert("Please select a valid Base Model first."); return;
}
if (!prompt) {
alert("Please enter a prompt.");
return;
}
const baseLoraStates = [];
document.querySelectorAll('#base-lora-container .lora-row').forEach(row => {
const isChecked = row.querySelector('.base-lora-cb').checked;
const strength = parseFloat(row.querySelector('.base-lora-strength').value) || 1.0;
baseLoraStates.push(isChecked, strength);
});
const charEnable = document.getElementById('char-enable').checked;
const charStrength = parseFloat(document.getElementById('char-strength').value) || 1.0;
const requestData = {
prompt: prompt,
unet_choice: unet_choice,
custom_w: custom_w,
custom_h: custom_h,
steps: steps,
cfg: cfg,
seed: seed,
sampler: sampler,
scheduler: scheduler,
char_enable: charEnable,
char_lora: selectedLora || "",
char_strength: charStrength,
base_lora_states: baseLoraStates
};
console.log("🚀 Submitting parameters:", requestData);
if (!requestData.prompt || !requestData.unet_choice || !requestData.custom_w) {
alert("Missing parameters. Please check Prompt / Model / Dimensions.");
return;
}
generateBtn.disabled = true;
generateBtn.innerText = "⏳ Submitting...";
resultImage.style.display = 'none';
placeholderText.style.display = 'block';
generateStartTime = Date.now();
currentStageStartTime = generateStartTime;
currentStageName = "Task Queued";
document.getElementById('log-content').innerHTML = "";
if (window._lastGeneratedModel !== unet_choice) {
const currentEngine = globalModelData[unet_choice]?.engine || "unknown";
const lastModel = window._lastGeneratedModel;
const lastEngine = lastModel ? (globalModelData[lastModel]?.engine || "unknown") : null;
if (lastEngine && lastEngine !== currentEngine) {
addLog(`🔄 Arch Switch: Loading UNet/VAE/TE (Full Swap)...`, "highlight");
} else if (lastEngine === currentEngine) {
addLog(`🔄 Model Update: Swapping UNet (Keep VAE/TE)...`, "highlight");
} else {
addLog(`🔄 Initializing: Loading UNet/VAE/TE (First Load)...`, "highlight");
}
window._lastGeneratedModel = unet_choice;
}
addLog("Task submitted to backend.", "highlight");
try {
const taskId = await BackendAPI.submitGenerate(requestData);
addLog(`Task ID: ${taskId}`);
BackendAPI.pollStatus(taskId, {
onProcessing: (msg) => {
let safeMsg = msg || "🎨 Processing...";
let newStage = "Processing";
if (safeMsg.includes("Rendering") || safeMsg.includes("steps") || safeMsg.includes("Sampling") || safeMsg.includes("KSampler")) {
newStage = "Comfy Backend - Sampling";
}
else if (safeMsg.includes("Downloading")) {
newStage = "Downloading";
}
else if (safeMsg.includes("Requesting") || safeMsg.includes("Waiting") || safeMsg.includes("Queue")) {
newStage = "Queueing";
}
else if (safeMsg.includes("Allocating") || safeMsg.includes("GPU Acquired") || safeMsg.includes("Loading") || safeMsg.includes("Executing") || safeMsg.includes("Workflow")) {
newStage = "Comfy Backend - Model Loading";
}
if ((currentStageName === "Comfy Backend - Model Loading" || currentStageName === "Comfy Backend - Sampling")
&& (safeMsg.includes("Requesting") || safeMsg.includes("Waiting") || safeMsg.includes("Queue"))) {
return;
}
if (newStage !== currentStageName && newStage !== "Processing") {
const now = Date.now();
const prevDuration = ((now - currentStageStartTime) / 1000).toFixed(1);
if (currentStageName !== "Task Queued" && currentStageName !== "Processing") {
addLog(`⏱️ ${currentStageName} finished in ${prevDuration}s.`);
}
currentStageName = newStage;
currentStageStartTime = now;
addLog(`🚀 Starting ${newStage}...`);
}
const logContent = document.getElementById('log-content');
const lastLog = logContent.lastElementChild;
const lastText = lastLog ? lastLog.innerText : "";
if (safeMsg.includes("Rendering image (GPU processing)") && !safeMsg.includes("steps")) {
const elapsed = ((Date.now() - currentStageStartTime) / 1000).toFixed(0);
const lastLine = logContent.lastElementChild ? logContent.lastElementChild.innerText : "";
const lastElapsedMatch = lastLine.match(/\((\d+)s\)/);
if (!lastLine.includes("Rendering image") || !lastElapsedMatch || parseInt(lastElapsedMatch[1]) !== parseInt(elapsed)) {
addLog(`🎨 Rendering image (GPU processing)... (${elapsed}s)`);
}
smartScroll();
return;
}
if (safeMsg.includes("steps")) {
if (currentStageName !== "Comfy Backend - Sampling") {
const now = Date.now();
const prevDuration = ((now - currentStageStartTime) / 1000).toFixed(1);
if (currentStageName === "Comfy Backend - Model Loading") {
addLog(`⏱️ Comfy Backend - Model Loading finished in ${prevDuration}s.`, "normal");
addLog(`🚀 Starting Comfy Backend - Sampling...`, "normal");
}
currentStageName = "Comfy Backend - Sampling";
currentStageStartTime = now;
}
const lastLine = logContent.lastElementChild;
if (!lastLine || !lastLine.innerText.includes(safeMsg)) {
addLog(`\u2003\u2003${safeMsg}`, "normal");
}
smartScroll();
return;
}
if (currentStageName === "Loading VRAM" && !safeMsg.includes("Executing") && (safeMsg.includes("Waiting for GPU") || safeMsg.includes("Queue for GPU"))) {
return;
}
if (safeMsg.includes("Loading") || safeMsg.includes("Swapping") || safeMsg.includes("Waiting") || safeMsg.includes("GPU Acquired") || safeMsg.includes("Queue") || safeMsg.includes("Executing") || safeMsg.includes("Sampling") || safeMsg.includes("KSampler") || currentStageName === "Comfy Backend - Sampling") {
const elapsed = ((Date.now() - currentStageStartTime) / 1000).toFixed(0);
const lastLine = logContent.lastElementChild;
let isNewSecond = true;
if (lastLine && lastLine.dataset.lastElapsed === elapsed) {
isNewSecond = false;
}
if (isNewSecond) {
const newLine = document.createElement('div');
newLine.className = 'log-line';
let displayMsg = safeMsg;
if (currentStageName === "Comfy Backend - Model Loading") {
displayMsg = "📦 Loading tensors to VRAM...";
} else if (currentStageName === "Comfy Backend - Sampling") {
displayMsg = "🎨 Running KSampler...";
}
newLine.innerText = `[${new Date().toLocaleTimeString('en-US', { hour12: false })}] ${displayMsg} (Elapsed: ${elapsed}s)`;
newLine.dataset.lastElapsed = elapsed;
logContent.appendChild(newLine);
if (logContent.childElementCount > 100) {
logContent.firstElementChild.remove();
}
}
}
else {
if (!lastText.includes(safeMsg)) {
addLog(safeMsg);
}
}
smartScroll()
},
onSuccess: async (imageBase64, returnedSeed, metrics, filename) => {
placeholderText.style.display = 'none';
console.log("🚨 DEBUG METRICS:", JSON.stringify(metrics));
// 🌟 新增:打印后端传过来的文件名
console.log("✅ 后端返回的正确文件名:", filename);
const now = Date.now();
const totalDuration = ((now - generateStartTime) / 1000).toFixed(1);
const nowForStage = Date.now();
const prevStageDuration = ((nowForStage - currentStageStartTime) / 1000).toFixed(1);
if (currentStageName === "Comfy Backend - Model Loading") {
addLog(`⏱️ Comfy Backend - Model Loading finished in ${prevStageDuration}s.`, "normal");
addLog(`🚀 Starting Comfy Backend - Sampling...`, "normal");
const realSteps = metrics?.steps || "?";
addLog(`🎨 Rendering: ${realSteps}/${realSteps} steps (100%)`, "normal");
const pureRender = metrics ? (metrics.workflow - metrics.load_time) : 0;
addLog(`⏱️ Comfy Backend - Sampling finished in ${pureRender > 0 ? pureRender.toFixed(2) : "0.0"}s.`, "normal");
} else if (currentStageName === "Comfy Backend - Sampling") {
addLog(`⏱️ Comfy Backend - Sampling finished in ${prevStageDuration}s.`, "normal");
} else if (currentStageName === "Queueing" || currentStageName === "Comfy Workflow") {
addLog(`⏱️ Task execution completed. Syncing final stages...`, "normal");
}
addLog("✅ Generation successful!", "highlight");
addLog(`⏱️ Total Wait Time: ${totalDuration}s`, "highlight");
if (metrics) {
addLog(`----------------------------------------`, "normal");
addLog(`📊 [Backend Precise Metrics]`, "highlight");
const dl = Number(metrics.download || 0);
const q = Number(metrics.queue || 0);
const wf = Number(metrics.workflow || 0);
const load = Number(metrics.load_time || 0);
const pureRender = wf - load > 0 ? (wf - load) : wf;
const serverComputeTotal = (dl + q + wf).toFixed(2);
const networkOverhead = Math.max(0, totalDuration - serverComputeTotal).toFixed(1);
const secPerStep = pureRender > 0 && metrics.steps > 0 ? (pureRender / metrics.steps).toFixed(2) : 0;
const metricsLines = [
`\u2003\u2003⬇️ Resource Download: ${dl.toFixed(2)}s`,
`\u2003\u2003⏳ GPU Queue: ${q.toFixed(2)}s`,
load > 0 ? `\u2003\u2003📦 Model Loading: ${load.toFixed(2)}s` : null,
`\u2003\u2003🎨 Pure Compute (Sampler & Decode): ${pureRender.toFixed(2)}s (${metrics.steps} steps)`,
secPerStep > 0 ? `\u2003\u2003🚀 Average Speed: ${secPerStep}s / step` : null,
`\u2003\u2003🌐 Network Overhead: ~${networkOverhead}s`,
`\u2003\u2003⚙️ Server Compute Total: ${serverComputeTotal}s`
].filter(Boolean);
// 启动“打字机”
let currentIndex = 0;
const typeMetrics = () => {
if (currentIndex < metricsLines.length) {
requestAnimationFrame(() => {
addLog(metricsLines[currentIndex], "normal");
smartScroll(); // 🌟 强制触发一次滚动检查
currentIndex++;
setTimeout(typeMetrics, 120);
});
} else {
setTimeout(() => {
addLog(`----------------------------------------`, "normal");
smartScroll(); // 🌟 收尾也滚一下
if (returnedSeed !== undefined && returnedSeed !== null) {
addLog(`🎲 Random Seed resolved to: ${returnedSeed}`, "highlight");
smartScroll(); // 🌟 Seed 出来也滚一下
}
}, 300);
}
};
typeMetrics();
} else {
addLog(`⚠️ [Backend Metrics Missing]`, "error");
}
// ==========================================
// 🌟 第三阶段:图像渲染与收尾(极简模式)
// ==========================================
setTimeout(() => {
resultImage.onload = () => {
resultImage.style.display = 'block';
setUIState(false);
resultImage.onload = null;
};
// 🌟 核心:因为是 URL 了,加个时间戳防止浏览器缓存旧图
if (imageBase64.startsWith('data:')) {
resultImage.src = imageBase64;
} else {
resultImage.src = `${imageBase64}?t=${Date.now()}`;
}
}, 100);
},
onError: (msg) => {
let shortMsg = msg;
if (msg && msg.length > 60) {
shortMsg = msg.substring(0, 60) + "...";
}
placeholderText.style.display = 'block';
placeholderText.innerText = `❌ Failed: ${shortMsg}`;
setUIState(false);
addLog(`❌ Error: ${msg}`, "error");
}
});
} catch (error) {
placeholderText.style.display = 'block';
placeholderText.innerText = `❌ Request failed: ${error.message}`;
setUIState(false);
addLog(`❌ Request Error: ${error.message}`, "error");
}
});
// ==========================================================================
// 🚀 Initialization (带双重执行拦截锁)
// ==========================================================================
let isAppInitialized = false; // 🌟 全局锁
document.addEventListener("DOMContentLoaded", async () => {
// 🌟 核心修复:如果已经初始化过了,直接 return,拦截掉第二次的幽灵执行
if (isAppInitialized) {
console.log("⚠️ [Init] 拦截到重复的 DOMContentLoaded,已忽略。");
return;
}
isAppInitialized = true;
setTimeout(() => {
window._isDataReady = true; // 10秒后强行标记为就绪
}, 10000);
console.log("🔥 触发初始化...");
setUIState(false);
try {
const isHealthy = await BackendAPI.checkHealth();
if (isHealthy) {
console.log("✅ 后端在线,开始拉取数据");
backendState.isReady = true;
document.getElementById('backend-status-dot').className = "status-dot online";
setUIState(false);
await loadInitialData();
} else {
console.warn("⚠️ 首次心跳失败,启动后台轮询...");
document.getElementById('backend-status-dot').className = "status-dot offline";
startHealthPolling();
await loadInitialData();
}
} catch (error) {
console.error("❌ 初始化发生严重错误:", error);
document.getElementById('backend-status-dot').className = "status-dot offline";
startHealthPolling();
}
});
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