The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
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import { app } from "/scripts/app.js";
import { ComfyDialog, $el } from "/scripts/ui.js";
import { ComfyApp } from "/scripts/app.js";
import { ClipspaceDialog } from "/extensions/core/clipspace.js";
// Helper function to convert a data URL to a Blob object
function dataURLToBlob(dataURL) {
const parts = dataURL.split(';base64,');
const contentType = parts[0].split(':')[1];
const byteString = atob(parts[1]);
const arrayBuffer = new ArrayBuffer(byteString.length);
const uint8Array = new Uint8Array(arrayBuffer);
for (let i = 0; i < byteString.length; i++) {
uint8Array[i] = byteString.charCodeAt(i);
}
return new Blob([arrayBuffer], { type: contentType });
}
function loadedImageToBlob(image) {
const canvas = document.createElement('canvas');
canvas.width = image.width;
canvas.height = image.height;
const ctx = canvas.getContext('2d');
ctx.drawImage(image, 0, 0);
const dataURL = canvas.toDataURL('image/png', 1);
const blob = dataURLToBlob(dataURL);
return blob;
}
async function uploadMask(filepath, formData) {
await fetch('/upload/mask', {
method: 'POST',
body: formData
}).then(response => {}).catch(error => {
console.error('Error:', error);
});
ComfyApp.clipspace.imgs[ComfyApp.clipspace['selectedIndex']] = new Image();
ComfyApp.clipspace.imgs[ComfyApp.clipspace['selectedIndex']].src = "/view?" + new URLSearchParams(filepath).toString();
if(ComfyApp.clipspace.images)
ComfyApp.clipspace.images[ComfyApp.clipspace['selectedIndex']] = filepath;
ClipspaceDialog.invalidatePreview();
}
function prepareRGB(image, backupCanvas, backupCtx) {
// paste mask data into alpha channel
backupCtx.drawImage(image, 0, 0, backupCanvas.width, backupCanvas.height);
const backupData = backupCtx.getImageData(0, 0, backupCanvas.width, backupCanvas.height);
// refine mask image
for (let i = 0; i < backupData.data.length; i += 4) {
if(backupData.data[i+3] == 255)
backupData.data[i+3] = 0;
else
backupData.data[i+3] = 255;
backupData.data[i] = 0;
backupData.data[i+1] = 0;
backupData.data[i+2] = 0;
}
backupCtx.globalCompositeOperation = 'source-over';
backupCtx.putImageData(backupData, 0, 0);
}
class MaskEditorDialog extends ComfyDialog {
static instance = null;
constructor() {
super();
this.element = $el("div.comfy-modal", { parent: document.body },
[ $el("div.comfy-modal-content",
[...this.createButtons()]),
]);
MaskEditorDialog.instance = this;
}
createButtons() {
return [];
}
clearMask(self) {
}
createButton(name, callback) {
var button = document.createElement("button");
button.innerText = name;
button.addEventListener("click", callback);
return button;
}
createLeftButton(name, callback) {
var button = this.createButton(name, callback);
button.style.cssFloat = "left";
button.style.marginRight = "4px";
return button;
}
createRightButton(name, callback) {
var button = this.createButton(name, callback);
button.style.cssFloat = "right";
button.style.marginLeft = "4px";
return button;
}
createLeftSlider(self, name, callback) {
const divElement = document.createElement('div');
divElement.id = "maskeditor-slider";
divElement.style.cssFloat = "left";
divElement.style.fontFamily = "sans-serif";
divElement.style.marginRight = "4px";
divElement.style.color = "var(--input-text)";
divElement.style.backgroundColor = "var(--comfy-input-bg)";
divElement.style.borderRadius = "8px";
divElement.style.borderColor = "var(--border-color)";
divElement.style.borderStyle = "solid";
divElement.style.fontSize = "15px";
divElement.style.height = "21px";
divElement.style.padding = "1px 6px";
divElement.style.display = "flex";
divElement.style.position = "relative";
divElement.style.top = "2px";
self.brush_slider_input = document.createElement('input');
self.brush_slider_input.setAttribute('type', 'range');
self.brush_slider_input.setAttribute('min', '1');
self.brush_slider_input.setAttribute('max', '100');
self.brush_slider_input.setAttribute('value', '10');
const labelElement = document.createElement("label");
labelElement.textContent = name;
divElement.appendChild(labelElement);
divElement.appendChild(self.brush_slider_input);
self.brush_slider_input.addEventListener("change", callback);
return divElement;
}
setlayout(imgCanvas, maskCanvas) {
const self = this;
// If it is specified as relative, using it only as a hidden placeholder for padding is recommended
// to prevent anomalies where it exceeds a certain size and goes outside of the window.
var placeholder = document.createElement("div");
placeholder.style.position = "relative";
placeholder.style.height = "50px";
var bottom_panel = document.createElement("div");
bottom_panel.style.position = "absolute";
bottom_panel.style.bottom = "0px";
bottom_panel.style.left = "20px";
bottom_panel.style.right = "20px";
bottom_panel.style.height = "50px";
var brush = document.createElement("div");
brush.id = "brush";
brush.style.backgroundColor = "transparent";
brush.style.outline = "1px dashed black";
brush.style.boxShadow = "0 0 0 1px white";
brush.style.borderRadius = "50%";
brush.style.MozBorderRadius = "50%";
brush.style.WebkitBorderRadius = "50%";
brush.style.position = "absolute";
brush.style.zIndex = 100;
brush.style.pointerEvents = "none";
this.brush = brush;
this.element.appendChild(imgCanvas);
this.element.appendChild(maskCanvas);
this.element.appendChild(placeholder); // must below z-index than bottom_panel to avoid covering button
this.element.appendChild(bottom_panel);
document.body.appendChild(brush);
var brush_size_slider = this.createLeftSlider(self, "Thickness", (event) => {
self.brush_size = event.target.value;
self.updateBrushPreview(self, null, null);
});
var clearButton = this.createLeftButton("Clear",
() => {
self.maskCtx.clearRect(0, 0, self.maskCanvas.width, self.maskCanvas.height);
self.backupCtx.clearRect(0, 0, self.backupCanvas.width, self.backupCanvas.height);
});
var cancelButton = this.createRightButton("Cancel", () => {
document.removeEventListener("mouseup", MaskEditorDialog.handleMouseUp);
document.removeEventListener("keydown", MaskEditorDialog.handleKeyDown);
self.close();
});
var saveButton = this.createRightButton("Save", () => {
document.removeEventListener("mouseup", MaskEditorDialog.handleMouseUp);
document.removeEventListener("keydown", MaskEditorDialog.handleKeyDown);
self.save();
});
this.element.appendChild(imgCanvas);
this.element.appendChild(maskCanvas);
this.element.appendChild(placeholder); // must below z-index than bottom_panel to avoid covering button
this.element.appendChild(bottom_panel);
bottom_panel.appendChild(clearButton);
bottom_panel.appendChild(saveButton);
bottom_panel.appendChild(cancelButton);
bottom_panel.appendChild(brush_size_slider);
this.element.style.display = "block";
imgCanvas.style.position = "relative";
imgCanvas.style.top = "200";
imgCanvas.style.left = "0";
maskCanvas.style.position = "absolute";
}
show() {
// layout
const imgCanvas = document.createElement('canvas');
const maskCanvas = document.createElement('canvas');
const backupCanvas = document.createElement('canvas');
imgCanvas.id = "imageCanvas";
maskCanvas.id = "maskCanvas";
backupCanvas.id = "backupCanvas";
this.setlayout(imgCanvas, maskCanvas);
// prepare content
this.maskCanvas = maskCanvas;
this.backupCanvas = backupCanvas;
this.maskCtx = maskCanvas.getContext('2d');
this.backupCtx = backupCanvas.getContext('2d');
this.setImages(imgCanvas, backupCanvas);
this.setEventHandler(maskCanvas);
}
setImages(imgCanvas, backupCanvas) {
const imgCtx = imgCanvas.getContext('2d');
const backupCtx = backupCanvas.getContext('2d');
const maskCtx = this.maskCtx;
const maskCanvas = this.maskCanvas;
// image load
const orig_image = new Image();
window.addEventListener("resize", () => {
// repositioning
imgCanvas.width = window.innerWidth - 250;
imgCanvas.height = window.innerHeight - 200;
// redraw image
let drawWidth = orig_image.width;
let drawHeight = orig_image.height;
if (orig_image.width > imgCanvas.width) {
drawWidth = imgCanvas.width;
drawHeight = (drawWidth / orig_image.width) * orig_image.height;
}
if (drawHeight > imgCanvas.height) {
drawHeight = imgCanvas.height;
drawWidth = (drawHeight / orig_image.height) * orig_image.width;
}
imgCtx.drawImage(orig_image, 0, 0, drawWidth, drawHeight);
// update mask
backupCtx.drawImage(maskCanvas, 0, 0, maskCanvas.width, maskCanvas.height, 0, 0, backupCanvas.width, backupCanvas.height);
maskCanvas.width = drawWidth;
maskCanvas.height = drawHeight;
maskCanvas.style.top = imgCanvas.offsetTop + "px";
maskCanvas.style.left = imgCanvas.offsetLeft + "px";
maskCtx.drawImage(backupCanvas, 0, 0, backupCanvas.width, backupCanvas.height, 0, 0, maskCanvas.width, maskCanvas.height);
});
const filepath = ComfyApp.clipspace.images;
const touched_image = new Image();
touched_image.onload = function() {
backupCanvas.width = touched_image.width;
backupCanvas.height = touched_image.height;
prepareRGB(touched_image, backupCanvas, backupCtx);
};
const alpha_url = new URL(ComfyApp.clipspace.imgs[ComfyApp.clipspace['selectedIndex']].src)
alpha_url.searchParams.delete('channel');
alpha_url.searchParams.set('channel', 'a');
touched_image.src = alpha_url;
// original image load
orig_image.onload = function() {
window.dispatchEvent(new Event('resize'));
};
const rgb_url = new URL(ComfyApp.clipspace.imgs[ComfyApp.clipspace['selectedIndex']].src);
rgb_url.searchParams.delete('channel');
rgb_url.searchParams.set('channel', 'rgb');
orig_image.src = rgb_url;
this.image = orig_image;
}g
setEventHandler(maskCanvas) {
maskCanvas.addEventListener("contextmenu", (event) => {
event.preventDefault();
});
const self = this;
maskCanvas.addEventListener('wheel', (event) => this.handleWheelEvent(self,event));
maskCanvas.addEventListener('pointerdown', (event) => this.handlePointerDown(self,event));
document.addEventListener('pointerup', MaskEditorDialog.handlePointerUp);
maskCanvas.addEventListener('pointermove', (event) => this.draw_move(self,event));
maskCanvas.addEventListener('touchmove', (event) => this.draw_move(self,event));
maskCanvas.addEventListener('pointerover', (event) => { this.brush.style.display = "block"; });
maskCanvas.addEventListener('pointerleave', (event) => { this.brush.style.display = "none"; });
document.addEventListener('keydown', MaskEditorDialog.handleKeyDown);
}
brush_size = 10;
drawing_mode = false;
lastx = -1;
lasty = -1;
lasttime = 0;
static handleKeyDown(event) {
const self = MaskEditorDialog.instance;
if (event.key === ']') {
self.brush_size = Math.min(self.brush_size+2, 100);
} else if (event.key === '[') {
self.brush_size = Math.max(self.brush_size-2, 1);
}
self.updateBrushPreview(self);
}
static handlePointerUp(event) {
event.preventDefault();
MaskEditorDialog.instance.drawing_mode = false;
}
updateBrushPreview(self) {
const brush = self.brush;
var centerX = self.cursorX;
var centerY = self.cursorY;
brush.style.width = self.brush_size * 2 + "px";
brush.style.height = self.brush_size * 2 + "px";
brush.style.left = (centerX - self.brush_size) + "px";
brush.style.top = (centerY - self.brush_size) + "px";
}
handleWheelEvent(self, event) {
if(event.deltaY < 0)
self.brush_size = Math.min(self.brush_size+2, 100);
else
self.brush_size = Math.max(self.brush_size-2, 1);
self.brush_slider_input.value = self.brush_size;
self.updateBrushPreview(self);
}
draw_move(self, event) {
event.preventDefault();
this.cursorX = event.pageX;
this.cursorY = event.pageY;
self.updateBrushPreview(self);
if (event instanceof TouchEvent || event.buttons == 1) {
var diff = performance.now() - self.lasttime;
const maskRect = self.maskCanvas.getBoundingClientRect();
var x = event.offsetX;
var y = event.offsetY
if(event.offsetX == null) {
x = event.targetTouches[0].clientX - maskRect.left;
}
if(event.offsetY == null) {
y = event.targetTouches[0].clientY - maskRect.top;
}
var brush_size = this.brush_size;
if(event instanceof PointerEvent && event.pointerType == 'pen') {
brush_size *= event.pressure;
this.last_pressure = event.pressure;
}
else if(event instanceof TouchEvent && diff < 20){
// The firing interval of PointerEvents in Pen is unreliable, so it is supplemented by TouchEvents.
brush_size *= this.last_pressure;
}
else {
brush_size = this.brush_size;
}
if(diff > 20 && !this.drawing_mode)
requestAnimationFrame(() => {
self.maskCtx.beginPath();
self.maskCtx.fillStyle = "rgb(0,0,0)";
self.maskCtx.globalCompositeOperation = "source-over";
self.maskCtx.arc(x, y, brush_size, 0, Math.PI * 2, false);
self.maskCtx.fill();
self.lastx = x;
self.lasty = y;
});
else
requestAnimationFrame(() => {
self.maskCtx.beginPath();
self.maskCtx.fillStyle = "rgb(0,0,0)";
self.maskCtx.globalCompositeOperation = "source-over";
var dx = x - self.lastx;
var dy = y - self.lasty;
var distance = Math.sqrt(dx * dx + dy * dy);
var directionX = dx / distance;
var directionY = dy / distance;
for (var i = 0; i < distance; i+=5) {
var px = self.lastx + (directionX * i);
var py = self.lasty + (directionY * i);
self.maskCtx.arc(px, py, brush_size, 0, Math.PI * 2, false);
self.maskCtx.fill();
}
self.lastx = x;
self.lasty = y;
});
self.lasttime = performance.now();
}
else if(event.buttons == 2 || event.buttons == 5 || event.buttons == 32) {
const maskRect = self.maskCanvas.getBoundingClientRect();
const x = event.offsetX || event.targetTouches[0].clientX - maskRect.left;
const y = event.offsetY || event.targetTouches[0].clientY - maskRect.top;
var brush_size = this.brush_size;
if(event instanceof PointerEvent && event.pointerType == 'pen') {
brush_size *= event.pressure;
this.last_pressure = event.pressure;
}
else if(event instanceof TouchEvent && diff < 20){
brush_size *= this.last_pressure;
}
else {
brush_size = this.brush_size;
}
if(diff > 20 && !drawing_mode) // cannot tracking drawing_mode for touch event
requestAnimationFrame(() => {
self.maskCtx.beginPath();
self.maskCtx.globalCompositeOperation = "destination-out";
self.maskCtx.arc(x, y, brush_size, 0, Math.PI * 2, false);
self.maskCtx.fill();
self.lastx = x;
self.lasty = y;
});
else
requestAnimationFrame(() => {
self.maskCtx.beginPath();
self.maskCtx.globalCompositeOperation = "destination-out";
var dx = x - self.lastx;
var dy = y - self.lasty;
var distance = Math.sqrt(dx * dx + dy * dy);
var directionX = dx / distance;
var directionY = dy / distance;
for (var i = 0; i < distance; i+=5) {
var px = self.lastx + (directionX * i);
var py = self.lasty + (directionY * i);
self.maskCtx.arc(px, py, brush_size, 0, Math.PI * 2, false);
self.maskCtx.fill();
}
self.lastx = x;
self.lasty = y;
});
self.lasttime = performance.now();
}
}
handlePointerDown(self, event) {
var brush_size = this.brush_size;
if(event instanceof PointerEvent && event.pointerType == 'pen') {
brush_size *= event.pressure;
this.last_pressure = event.pressure;
}
if ([0, 2, 5].includes(event.button)) {
self.drawing_mode = true;
event.preventDefault();
const maskRect = self.maskCanvas.getBoundingClientRect();
const x = event.offsetX || event.targetTouches[0].clientX - maskRect.left;
const y = event.offsetY || event.targetTouches[0].clientY - maskRect.top;
self.maskCtx.beginPath();
if (event.button == 0) {
self.maskCtx.fillStyle = "rgb(0,0,0)";
self.maskCtx.globalCompositeOperation = "source-over";
} else {
self.maskCtx.globalCompositeOperation = "destination-out";
}
self.maskCtx.arc(x, y, brush_size, 0, Math.PI * 2, false);
self.maskCtx.fill();
self.lastx = x;
self.lasty = y;
self.lasttime = performance.now();
}
}
save() {
const backupCtx = this.backupCanvas.getContext('2d', {willReadFrequently:true});
backupCtx.clearRect(0,0,this.backupCanvas.width,this.backupCanvas.height);
backupCtx.drawImage(this.maskCanvas,
0, 0, this.maskCanvas.width, this.maskCanvas.height,
0, 0, this.backupCanvas.width, this.backupCanvas.height);
// paste mask data into alpha channel
const backupData = backupCtx.getImageData(0, 0, this.backupCanvas.width, this.backupCanvas.height);
// refine mask image
for (let i = 0; i < backupData.data.length; i += 4) {
if(backupData.data[i+3] == 255)
backupData.data[i+3] = 0;
else
backupData.data[i+3] = 255;
backupData.data[i] = 0;
backupData.data[i+1] = 0;
backupData.data[i+2] = 0;
}
backupCtx.globalCompositeOperation = 'source-over';
backupCtx.putImageData(backupData, 0, 0);
const formData = new FormData();
const filename = "clipspace-mask-" + performance.now() + ".png";
const item =
{
"filename": filename,
"subfolder": "clipspace",
"type": "input",
};
if(ComfyApp.clipspace.images)
ComfyApp.clipspace.images[0] = item;
if(ComfyApp.clipspace.widgets) {
const index = ComfyApp.clipspace.widgets.findIndex(obj => obj.name === 'image');
if(index >= 0)
ComfyApp.clipspace.widgets[index].value = item;
}
const dataURL = this.backupCanvas.toDataURL();
const blob = dataURLToBlob(dataURL);
const original_blob = loadedImageToBlob(this.image);
formData.append('image', blob, filename);
formData.append('original_image', original_blob);
formData.append('type', "input");
formData.append('subfolder', "clipspace");
uploadMask(item, formData);
this.close();
}
}
app.registerExtension({
name: "Comfy.MaskEditor",
init(app) {
const callback =
function () {
let dlg = new MaskEditorDialog(app);
dlg.show();
};
const context_predicate = () => ComfyApp.clipspace && ComfyApp.clipspace.imgs && ComfyApp.clipspace.imgs.length > 0
ClipspaceDialog.registerButton("MaskEditor", context_predicate, callback);
}
});