Spaces:
Running
on
A10G
Running
on
A10G
File size: 21,439 Bytes
de7836d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 |
/*
Part of the implementation is borrowed and modified from multidiffusion-upscaler-for-automatic1111,
publicly available at https://github.com/pkuliyi2015/multidiffusion-upscaler-for-automatic1111
*/
const BBOX_MAX_NUM = 16;
const BBOX_WARNING_SIZE = 1280;
const DEFAULT_X = 0.4;
const DEFAULT_Y = 0.4;
const DEFAULT_H = 0.2;
const DEFAULT_W = 0.2;
// ref: https://html-color.codes/
const COLOR_MAP = [
['#ff0000', 'rgba(255, 0, 0, 0.3)'], // red
['#ff9900', 'rgba(255, 153, 0, 0.3)'], // orange
['#ffff00', 'rgba(255, 255, 0, 0.3)'], // yellow
['#33cc33', 'rgba(51, 204, 51, 0.3)'], // green
['#33cccc', 'rgba(51, 204, 204, 0.3)'], // indigo
['#0066ff', 'rgba(0, 102, 255, 0.3)'], // blue
['#6600ff', 'rgba(102, 0, 255, 0.3)'], // purple
['#cc00cc', 'rgba(204, 0, 204, 0.3)'], // dark pink
['#ff6666', 'rgba(255, 102, 102, 0.3)'], // light red
['#ffcc66', 'rgba(255, 204, 102, 0.3)'], // light orange
['#99cc00', 'rgba(153, 204, 0, 0.3)'], // lime green
['#00cc99', 'rgba(0, 204, 153, 0.3)'], // teal
['#0099cc', 'rgba(0, 153, 204, 0.3)'], // steel blue
['#9933cc', 'rgba(153, 51, 204, 0.3)'], // lavender
['#ff3399', 'rgba(255, 51, 153, 0.3)'], // hot pink
['#996633', 'rgba(153, 102, 51, 0.3)'], // brown
];
const RESIZE_BORDER = 5;
const MOVE_BORDER = 5;
const t2i_bboxes = new Array(BBOX_MAX_NUM).fill(null);
const i2i_bboxes = new Array(BBOX_MAX_NUM).fill(null);
function gradioApp() {
const elems = document.getElementsByTagName('gradio-app')
const gradioShadowRoot = elems.length == 0 ? null : elems[0].shadowRoot
return !!gradioShadowRoot ? gradioShadowRoot : document;
}
// βββ called from gradio βββ
function onCreateT2IRefClick(overwrite) {
let width, height;
if (overwrite) {
const overwriteInputs = gradioApp().querySelectorAll('#MD-overwrite-width-t2i input, #MD-overwrite-height-t2i input');
width = parseInt(overwriteInputs[0].value);
height = parseInt(overwriteInputs[2].value);
} else {
const sizeInputs = gradioApp().querySelectorAll('#txt2img_width input, #txt2img_height input');
width = parseInt(sizeInputs[0].value);
height = parseInt(sizeInputs[2].value);
}
if (isNaN(width)) width = 512;
if (isNaN(height)) height = 512;
// Concat it to string to bypass the gradio bug
// ει»ζΆεΏεδ½ε€΄
return width.toString() + 'x' + height.toString();
}
function onCreateI2IRefClick() {
const canvas = gradioApp().querySelector('#img2img_image img');
return canvas.src;
}
function onBoxEnableClick(is_t2i, idx, enable) {
let canvas = null;
let bboxes = null;
let locator = null;
if (is_t2i) {
// locator = () => gradioApp().querySelector('#MD-bbox-ref-t2i');
locator = () => gradioApp().querySelector('#MD-bbox-rect-t2i');
bboxes = t2i_bboxes;
} else {
locator = () => gradioApp().querySelector('#MD-bbox-ref-i2i');
bboxes = i2i_bboxes;
}
ref_div = locator();
canvas = ref_div.querySelector('img');
if (!canvas) { return false; }
if (enable) {
// Check if the bounding box already exists
if (!bboxes[idx]) {
// Initialize bounding box
const bbox = [DEFAULT_X, DEFAULT_Y, DEFAULT_W, DEFAULT_H];
const colorMap = COLOR_MAP[idx % COLOR_MAP.length];
const div = document.createElement('div');
div.id = 'MD-bbox-' + (is_t2i ? 't2i-' : 'i2i-') + idx;
div.style.left = '0px';
div.style.top = '0px';
div.style.width = '0px';
div.style.height = '0px';
div.style.position = 'absolute';
div.style.border = '2px solid ' + colorMap[0];
div.style.background = colorMap[1];
div.style.zIndex = '900';
div.style.display = 'none';
// A text tip to warn the user if bbox is too large
const tip = document.createElement('span');
tip.id = 'MD-tip-' + (is_t2i ? 't2i-' : 'i2i-') + idx;
tip.style.left = '50%';
tip.style.top = '50%';
tip.style.position = 'absolute';
tip.style.transform = 'translate(-50%, -50%)';
tip.style.fontSize = '12px';
tip.style.fontWeight = 'bold';
tip.style.textAlign = 'center';
tip.style.color = colorMap[0];
tip.style.zIndex = '901';
tip.style.display = 'none';
tip.innerHTML = 'Warning: Region very large!<br>Take care of VRAM usage!';
div.appendChild(tip);
div.addEventListener('mousedown', function (e) {
if (e.button === 0) { onBoxMouseDown(e, is_t2i, idx); }
});
div.addEventListener('mousemove', function (e) {
updateCursorStyle(e, is_t2i, idx);
});
const shower = function() { // insert to DOM if necessary
if (!gradioApp().querySelector('#' + div.id)) {
locator().appendChild(div);
}
}
bboxes[idx] = [div, bbox, shower];
}
// Show the bounding box
displayBox(canvas, is_t2i, bboxes[idx]);
return true;
} else {
if (!bboxes[idx]) { return false; }
const [div, bbox, shower] = bboxes[idx];
div.style.display = 'none';
}
return false;
}
function onBoxChange(is_t2i, idx, what, v) {
// This function handles all the changes of the bounding box
// Including the rendering and python slider update
let bboxes = null;
let canvas = null;
if (is_t2i) {
bboxes = t2i_bboxes;
canvas = gradioApp().querySelector('#MD-bbox-rect-t2i img');
} else {
bboxes = i2i_bboxes;
canvas = gradioApp().querySelector('#MD-bbox-ref-i2i img');
}
if (!bboxes[idx] || !canvas) {
switch (what) {
case 'x': return DEFAULT_X;
case 'y': return DEFAULT_Y;
case 'w': return DEFAULT_W;
case 'h': return DEFAULT_H;
}
}
const [div, bbox, shower] = bboxes[idx];
if (div.style.display === 'none') { return v; }
// parse trigger
switch (what) {
case 'x': bbox[0] = v; break;
case 'y': bbox[1] = v; break;
case 'w': bbox[2] = v; break;
case 'h': bbox[3] = v; break;
}
displayBox(canvas, is_t2i, bboxes[idx]);
return v;
}
// βββ called from js βββ
function getSeedInfo(is_t2i, id, current_seed) {
const info_id = is_t2i ? '#html_info_txt2img' : '#html_info_img2img';
const info_div = gradioApp().querySelector(info_id);
try{
current_seed = parseInt(current_seed);
} catch(e) {
current_seed = -1;
}
if (!info_div) return current_seed;
let info = info_div.innerHTML;
if (!info) return current_seed;
// remove all html tags
info = info.replace(/<[^>]*>/g, '');
// Find a json string 'region control:' in the info
// get its index
idx = info.indexOf('Region control');
if (idx == -1) return current_seed;
// get the json string (detect the bracket)
// find the first '{'
let start_idx = info.indexOf('{', idx);
let bracket = 1;
let end_idx = start_idx + 1;
while (bracket > 0 && end_idx < info.length) {
if (info[end_idx] == '{') bracket++;
if (info[end_idx] == '}') bracket--;
end_idx++;
}
if (bracket > 0) {
return current_seed;
}
// get the json string
let json_str = info.substring(start_idx, end_idx);
// replace the single quote to double quote
json_str = json_str.replace(/'/g, '"');
// replace python True to javascript true, False to false
json_str = json_str.replace(/True/g, 'true');
// parse the json string
let json = JSON.parse(json_str);
// get the seed if the region id is in the json
const region_id = 'Region ' + id.toString();
if (!(region_id in json)) return current_seed;
const region = json[region_id];
if (!('seed' in region)) return current_seed;
let seed = region['seed'];
try{
seed = parseInt(seed);
} catch(e) {
return current_seed;
}
return seed;
}
function displayBox(canvas, is_t2i, bbox_info) {
// check null input
const [div, bbox, shower] = bbox_info;
const [x, y, w, h] = bbox;
if (!canvas || !div || x == null || y == null || w == null || h == null) { return; }
// client: canvas widget display size
// natural: content image real size
let vpScale = Math.min(canvas.clientWidth / canvas.naturalWidth, canvas.clientHeight / canvas.naturalHeight);
let canvasCenterX = canvas.clientWidth / 2;
let canvasCenterY = canvas.clientHeight / 2;
let scaledX = canvas.naturalWidth * vpScale;
let scaledY = canvas.naturalHeight * vpScale;
let viewRectLeft = canvasCenterX - scaledX / 2;
let viewRectRight = canvasCenterX + scaledX / 2;
let viewRectTop = canvasCenterY - scaledY / 2;
let viewRectDown = canvasCenterY + scaledY / 2;
let xDiv = viewRectLeft + scaledX * x;
let yDiv = viewRectTop + scaledY * y;
let wDiv = Math.min(scaledX * w, viewRectRight - xDiv);
let hDiv = Math.min(scaledY * h, viewRectDown - yDiv);
// Calculate warning bbox size
let upscalerFactor = 1.0;
if (!is_t2i) {
const upscalerInput = parseFloat(gradioApp().querySelector('#MD-i2i-upscaler-factor input').value);
if (!isNaN(upscalerInput)) upscalerFactor = upscalerInput;
}
let maxSize = BBOX_WARNING_SIZE / upscalerFactor * vpScale;
let maxW = maxSize / scaledX;
let maxH = maxSize / scaledY;
if (w > maxW || h > maxH) {
div.querySelector('span').style.display = 'block';
} else {
div.querySelector('span').style.display = 'none';
}
// update <div> when not equal
div.style.left = xDiv + 'px';
div.style.top = yDiv + 'px';
div.style.width = wDiv + 'px';
div.style.height = hDiv + 'px';
div.style.display = 'block';
// insert it to DOM if not appear
shower();
}
function onBoxMouseDown(e, is_t2i, idx) {
let bboxes = null;
let canvas = null;
if (is_t2i) {
bboxes = t2i_bboxes;
canvas = gradioApp().querySelector('#MD-bbox-rect-t2i img');
} else {
bboxes = i2i_bboxes;
canvas = gradioApp().querySelector('#MD-bbox-ref-i2i img');
}
// Get the bounding box
if (!canvas || !bboxes[idx]) { return; }
const [div, bbox, shower] = bboxes[idx];
// Check if the click is inside the bounding box
const boxRect = div.getBoundingClientRect();
let mouseX = e.clientX;
let mouseY = e.clientY;
const resizeLeft = mouseX >= boxRect.left && mouseX <= boxRect.left + RESIZE_BORDER;
const resizeRight = mouseX >= boxRect.right - RESIZE_BORDER && mouseX <= boxRect.right;
const resizeTop = mouseY >= boxRect.top && mouseY <= boxRect.top + RESIZE_BORDER;
const resizeBottom = mouseY >= boxRect.bottom - RESIZE_BORDER && mouseY <= boxRect.bottom;
const moveHorizontal = mouseX >= boxRect.left + MOVE_BORDER && mouseX <= boxRect.right - MOVE_BORDER;
const moveVertical = mouseY >= boxRect.top + MOVE_BORDER && mouseY <= boxRect.bottom - MOVE_BORDER;
if (!resizeLeft && !resizeRight && !resizeTop && !resizeBottom && !moveHorizontal && !moveVertical) { return; }
const horizontalPivot = resizeLeft ? bbox[0] + bbox[2] : bbox[0];
const verticalPivot = resizeTop ? bbox[1] + bbox[3] : bbox[1];
// Canvas can be regarded as invariant during the drag operation
// Calculate in advance to reduce overhead
// Calculate viewport scale based on the current canvas size and the natural image size
let vpScale = Math.min(canvas.clientWidth / canvas.naturalWidth, canvas.clientHeight / canvas.naturalHeight);
let vpOffset = canvas.getBoundingClientRect();
// Calculate scaled dimensions of the canvas
let scaledX = canvas.naturalWidth * vpScale;
let scaledY = canvas.naturalHeight * vpScale;
// Calculate the canvas center and view rectangle coordinates
let canvasCenterX = (vpOffset.left + window.scrollX) + canvas.clientWidth / 2;
let canvasCenterY = (vpOffset.top + window.scrollY) + canvas.clientHeight / 2;
let viewRectLeft = canvasCenterX - scaledX / 2 - window.scrollX;
let viewRectRight = canvasCenterX + scaledX / 2 - window.scrollX;
let viewRectTop = canvasCenterY - scaledY / 2 - window.scrollY;
let viewRectDown = canvasCenterY + scaledY / 2 - window.scrollY;
mouseX = Math.min(Math.max(mouseX, viewRectLeft), viewRectRight);
mouseY = Math.min(Math.max(mouseY, viewRectTop), viewRectDown);
//const accordion = gradioApp().querySelector(`#MD-accordion-${is_t2i ? 't2i' : 'i2i'}-${idx}`);
const accordion = gradioApp().querySelector('#MD-tab-t2i');
// Move or resize the bounding box on mousemove
function onMouseMove(e) {
// Prevent selecting anything irrelevant
e.preventDefault();
// Get the new mouse position
let newMouseX = e.clientX;
let newMouseY = e.clientY;
// clamp the mouse position to the view rectangle
newMouseX = Math.min(Math.max(newMouseX, viewRectLeft), viewRectRight);
newMouseY = Math.min(Math.max(newMouseY, viewRectTop), viewRectDown);
// Calculate the mouse movement delta
const dx = (newMouseX - mouseX) / scaledX;
const dy = (newMouseY - mouseY) / scaledY;
// Update the mouse position
mouseX = newMouseX;
mouseY = newMouseY;
// if no move just return
if (dx === 0 && dy === 0) { return; }
// Update the mouse position
let [x, y, w, h] = bbox;
if (moveHorizontal && moveVertical) {
// If moving the bounding box
x = Math.min(Math.max(x + dx, 0), 1 - w);
y = Math.min(Math.max(y + dy, 0), 1 - h);
} else {
// If resizing the bounding box
if (resizeLeft || resizeRight) {
if (x < horizontalPivot) {
if (dx <= w) {
// If still within the left side of the pivot
x = x + dx;
w = w - dx;
} else {
// If crossing the pivot
w = dx - w;
x = horizontalPivot;
}
} else {
if (w + dx < 0) {
// If still within the right side of the pivot
x = horizontalPivot + w + dx;
w = - dx - w;
} else {
// If crossing the pivot
x = horizontalPivot;
w = w + dx;
}
}
// Clamp the bounding box to the image
if (x < 0) {
w = w + x;
x = 0;
} else if (x + w > 1) {
w = 1 - x;
}
}
// Same as above, but for the vertical axis
if (resizeTop || resizeBottom) {
if (y < verticalPivot) {
if (dy <= h) {
y = y + dy;
h = h - dy;
} else {
h = dy - h;
y = verticalPivot;
}
} else {
if (h + dy < 0) {
y = verticalPivot + h + dy;
h = - dy - h;
} else {
y = verticalPivot;
h = h + dy;
}
}
if (y < 0) {
h = h + y;
y = 0;
} else if (y + h > 1) {
h = 1 - y;
}
}
}
const [div, old_bbox, _] = bboxes[idx];
// If all the values are the same, just return
if (old_bbox[0] === x && old_bbox[1] === y && old_bbox[2] === w && old_bbox[3] === h) { return; }
// else update the bbox
const event = new Event('input');
const coords = [x, y, w, h];
// <del>The querySelector is not very efficient, so we query it once and reuse it</del>
// caching will result gradio bugs that stucks bbox and cannot move & drag
const sliderIds = ['x', 'y', 'w', 'h'];
// We try to select the input sliders
const sliderSelectors = sliderIds.map(id => `#MD-${is_t2i ? 't2i' : 'i2i'}-${idx}-${id} input`).join(', ');
let sliderInputs = accordion.querySelectorAll(sliderSelectors);
// alert(sliderInputs.length)
if (sliderInputs.length == 0) {
// If we failed, the accordion is probably closed and sliders are removed in the dom, so we open it
accordion.querySelector('.label-wrap').click();
// and try again
sliderInputs = accordion.querySelectorAll(sliderSelectors);
// If we still failed, we just return
if (sliderInputs.length == 0) { return; }
}
for (let i = 0; i < 4; i++) {
if (old_bbox[i] !== coords[i]) {
sliderInputs[2*i].value = coords[i];
sliderInputs[2*i].dispatchEvent(event);
}
}
}
// Remove the mousemove and mouseup event listeners
function onMouseUp() {
document.removeEventListener('mousemove', onMouseMove);
document.removeEventListener('mouseup', onMouseUp);
}
// Add the event listeners
document.addEventListener('mousemove', onMouseMove);
document.addEventListener('mouseup', onMouseUp);
}
function updateCursorStyle(e, is_t2i, idx) {
// This function changes the cursor style when hovering over the bounding box
const bboxes = is_t2i ? t2i_bboxes : i2i_bboxes;
if (!bboxes[idx]) return;
const div = bboxes[idx][0];
const boxRect = div.getBoundingClientRect();
const mouseX = e.clientX;
const mouseY = e.clientY;
const resizeLeft = mouseX >= boxRect.left && mouseX <= boxRect.left + RESIZE_BORDER;
const resizeRight = mouseX >= boxRect.right - RESIZE_BORDER && mouseX <= boxRect.right;
const resizeTop = mouseY >= boxRect.top && mouseY <= boxRect.top + RESIZE_BORDER;
const resizeBottom = mouseY >= boxRect.bottom - RESIZE_BORDER && mouseY <= boxRect.bottom;
if ((resizeLeft && resizeTop) || (resizeRight && resizeBottom)) {
div.style.cursor = 'nwse-resize';
} else if ((resizeLeft && resizeBottom) || (resizeRight && resizeTop)) {
div.style.cursor = 'nesw-resize';
} else if (resizeLeft || resizeRight) {
div.style.cursor = 'ew-resize';
} else if (resizeTop || resizeBottom) {
div.style.cursor = 'ns-resize';
} else {
div.style.cursor = 'move';
}
}
// βββ auto called event listeners βββ
function updateBoxes(is_t2i) {
// This function redraw all bounding boxes
let bboxes = null;
let canvas = null;
if (is_t2i) {
bboxes = t2i_bboxes;
canvas = gradioApp().querySelector('#MD-bbox-rect-t2i img');
} else {
bboxes = i2i_bboxes;
canvas = gradioApp().querySelector('#MD-bbox-ref-i2i img');
}
if (!canvas) return;
for (let idx = 0; idx < bboxes.length; idx++) {
if (!bboxes[idx]) continue;
const [div, bbox, shower] = bboxes[idx];
if (div.style.display === 'none') { return; }
displayBox(canvas, is_t2i, bboxes[idx]);
}
}
window.addEventListener('resize', _ => {
updateBoxes(true);
updateBoxes(false);
});
// ======== Gradio Bug Fix ========
// For Gradio versions > 3.16.0 and < 3.29.0, the accordion DOM will be deleted when it is closed.
// We need to judge the versions and listen to the accordion open event, rerender the bbox at that time.
// This silly bug fix is only for compatibility, we recommend to update the gradio version to 3.29.0 or higher.
try {
const GRADIO_VERSIONS = window.gradio_config["version"].split(".");
const gradio_major_version = parseInt(GRADIO_VERSIONS[0]);
const gradio_minor_version = parseInt(GRADIO_VERSIONS[1]);
if (gradio_major_version == 3 && gradio_minor_version > 16 && gradio_minor_version < 29) {
let listener = e => {
if (!e) { return; }
if (!e.target) { return; }
if (!e.target.classList) { return; }
if (!e.target.classList.contains('label-wrap')) { return; }
for (let tab of ['t2i', 'i2i']) {
const div = gradioApp().querySelector('#MD-bbox-control-' + tab +' div.label-wrap');
if (!div) { continue; }
updateBoxes(tab === 't2i');
}
};
window.addEventListener('DOMNodeInserted', listener);
}
} catch (ignored) {
// If the above code failed, the gradio version shouldn't be in the range of 3.16.0 to 3.29.0, so we just return.
}
// ======== Gradio Bug Fix ========
|