app.js 24.3 KB
Newer Older
pythongosssss's avatar
pythongosssss committed
1
import { ComfyWidgets } from "./widgets.js";
pythongosssss's avatar
pythongosssss committed
2
import { ComfyUI } from "./ui.js";
pythongosssss's avatar
pythongosssss committed
3
4
import { api } from "./api.js";
import { defaultGraph } from "./defaultGraph.js";
5
import { getPngMetadata, importA1111 } from "./pnginfo.js";
pythongosssss's avatar
pythongosssss committed
6
7
8
9

class ComfyApp {
	constructor() {
		this.ui = new ComfyUI(this);
10
		this.extensions = [];
pythongosssss's avatar
pythongosssss committed
11
12
13
		this.nodeOutputs = {};
	}

pythongosssss's avatar
pythongosssss committed
14
15
16
17
	/**
	 * Invoke an extension callback
	 * @param {string} method The extension callback to execute
	 * @param  {...any} args Any arguments to pass to the callback
18
	 * @returns
pythongosssss's avatar
pythongosssss committed
19
	 */
pythongosssss's avatar
pythongosssss committed
20
21
22
23
24
25
26
	#invokeExtensions(method, ...args) {
		let results = [];
		for (const ext of this.extensions) {
			if (method in ext) {
				try {
					results.push(ext[method](...args, this));
				} catch (error) {
27
					console.error(
pythongosssss's avatar
pythongosssss committed
28
29
30
31
32
33
34
35
36
37
38
						`Error calling extension '${ext.name}' method '${method}'`,
						{ error },
						{ extension: ext },
						{ args }
					);
				}
			}
		}
		return results;
	}

pythongosssss's avatar
pythongosssss committed
39
40
41
42
43
	/**
	 * Invoke an async extension callback
	 * Each callback will be invoked concurrently
	 * @param {string} method The extension callback to execute
	 * @param  {...any} args Any arguments to pass to the callback
44
	 * @returns
pythongosssss's avatar
pythongosssss committed
45
	 */
pythongosssss's avatar
pythongosssss committed
46
47
48
49
50
51
52
	async #invokeExtensionsAsync(method, ...args) {
		return await Promise.all(
			this.extensions.map(async (ext) => {
				if (method in ext) {
					try {
						return await ext[method](...args, this);
					} catch (error) {
53
						console.error(
pythongosssss's avatar
pythongosssss committed
54
55
56
57
58
59
60
61
62
63
64
							`Error calling extension '${ext.name}' method '${method}'`,
							{ error },
							{ extension: ext },
							{ args }
						);
					}
				}
			})
		);
	}

pythongosssss's avatar
pythongosssss committed
65
66
67
68
69
	/**
	 * Adds special context menu handling for nodes
	 * e.g. this adds Open Image functionality for nodes that show images
	 * @param {*} node The node to add the menu handler
	 */
pythongosssss's avatar
pythongosssss committed
70
71
72
73
74
75
76
77
78
79
80
81
82
	#addNodeContextMenuHandler(node) {
		node.prototype.getExtraMenuOptions = function (_, options) {
			if (this.imgs) {
				// If this node has images then we add an open in new tab item
				let img;
				if (this.imageIndex != null) {
					// An image is selected so select that
					img = this.imgs[this.imageIndex];
				} else if (this.overIndex != null) {
					// No image is selected but one is hovered
					img = this.imgs[this.overIndex];
				}
				if (img) {
pythongosssss's avatar
pythongosssss committed
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
					options.unshift(
						{
							content: "Open Image",
							callback: () => window.open(img.src, "_blank"),
						},
						{
							content: "Save Image",
							callback: () => {
								const a = document.createElement("a");
								a.href = img.src;
								a.setAttribute("download", new URLSearchParams(new URL(img.src).search).get("filename"));
								document.body.append(a);
								a.click();
								requestAnimationFrame(() => a.remove());
							},
						}
					);
pythongosssss's avatar
pythongosssss committed
100
101
102
103
104
				}
			}
		};
	}

pythongosssss's avatar
pythongosssss committed
105
106
107
108
109
	/**
	 * Adds Custom drawing logic for nodes
	 * e.g. Draws images and handles thumbnail navigation on nodes that output images
	 * @param {*} node The node to add the draw handler
	 */
pythongosssss's avatar
pythongosssss committed
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
	#addDrawBackgroundHandler(node) {
		const app = this;
		node.prototype.onDrawBackground = function (ctx) {
			if (!this.flags.collapsed) {
				const output = app.nodeOutputs[this.id + ""];
				if (output && output.images) {
					if (this.images !== output.images) {
						this.images = output.images;
						this.imgs = null;
						this.imageIndex = null;
						Promise.all(
							output.images.map((src) => {
								return new Promise((r) => {
									const img = new Image();
									img.onload = () => r(img);
comfyanonymous's avatar
comfyanonymous committed
125
									img.onerror = () => r(null);
m957ymj75urz's avatar
m957ymj75urz committed
126
									img.src = "/view?" + new URLSearchParams(src).toString();
pythongosssss's avatar
pythongosssss committed
127
128
129
130
131
132
133
134
135
136
137
138
								});
							})
						).then((imgs) => {
							if (this.images === output.images) {
								this.imgs = imgs.filter(Boolean);
								if (this.size[1] < 100) {
									this.size[1] = 250;
								}
								app.graph.setDirtyCanvas(true);
							}
						});
					}
pythongosssss's avatar
pythongosssss committed
139
				}
pythongosssss's avatar
pythongosssss committed
140

pythongosssss's avatar
pythongosssss committed
141
142
143
144
145
146
				if (this.imgs && this.imgs.length) {
					const canvas = graph.list_of_graphcanvas[0];
					const mouse = canvas.graph_mouse;
					if (!canvas.pointer_is_down && this.pointerDown) {
						if (mouse[0] === this.pointerDown.pos[0] && mouse[1] === this.pointerDown.pos[1]) {
							this.imageIndex = this.pointerDown.index;
pythongosssss's avatar
pythongosssss committed
147
						}
pythongosssss's avatar
pythongosssss committed
148
149
						this.pointerDown = null;
					}
pythongosssss's avatar
pythongosssss committed
150

pythongosssss's avatar
pythongosssss committed
151
152
153
154
155
156
157
					let w = this.imgs[0].naturalWidth;
					let h = this.imgs[0].naturalHeight;
					let imageIndex = this.imageIndex;
					const numImages = this.imgs.length;
					if (numImages === 1 && !imageIndex) {
						this.imageIndex = imageIndex = 0;
					}
pythongosssss's avatar
pythongosssss committed
158
159
160
161
162
163
164
165

					let shiftY;
					if (this.imageOffset != null) {
						shiftY = this.imageOffset;
					} else {
						shiftY = this.computeSize()[1];
					}

pythongosssss's avatar
pythongosssss committed
166
167
168
					let dw = this.size[0];
					let dh = this.size[1];
					dh -= shiftY;
pythongosssss's avatar
pythongosssss committed
169

pythongosssss's avatar
pythongosssss committed
170
171
172
173
174
175
176
177
178
179
180
181
					if (imageIndex == null) {
						let best = 0;
						let cellWidth;
						let cellHeight;
						let cols = 0;
						let shiftX = 0;
						for (let c = 1; c <= numImages; c++) {
							const rows = Math.ceil(numImages / c);
							const cW = dw / c;
							const cH = dh / rows;
							const scaleX = cW / w;
							const scaleY = cH / h;
pythongosssss's avatar
pythongosssss committed
182

pythongosssss's avatar
pythongosssss committed
183
184
185
186
							const scale = Math.min(scaleX, scaleY, 1);
							const imageW = w * scale;
							const imageH = h * scale;
							const area = imageW * imageH * numImages;
pythongosssss's avatar
pythongosssss committed
187

pythongosssss's avatar
pythongosssss committed
188
189
190
191
192
193
							if (area > best) {
								best = area;
								cellWidth = imageW;
								cellHeight = imageH;
								cols = c;
								shiftX = c * ((cW - imageW) / 2);
pythongosssss's avatar
pythongosssss committed
194
							}
pythongosssss's avatar
pythongosssss committed
195
						}
pythongosssss's avatar
pythongosssss committed
196

pythongosssss's avatar
pythongosssss committed
197
198
199
200
201
202
203
204
						let anyHovered = false;
						this.imageRects = [];
						for (let i = 0; i < numImages; i++) {
							const img = this.imgs[i];
							const row = Math.floor(i / cols);
							const col = i % cols;
							const x = col * cellWidth + shiftX;
							const y = row * cellHeight + shiftY;
pythongosssss's avatar
pythongosssss committed
205
							if (!anyHovered) {
pythongosssss's avatar
pythongosssss committed
206
								anyHovered = LiteGraph.isInsideRectangle(
pythongosssss's avatar
pythongosssss committed
207
208
209
210
									mouse[0],
									mouse[1],
									x + this.pos[0],
									y + this.pos[1],
pythongosssss's avatar
pythongosssss committed
211
212
									cellWidth,
									cellHeight
pythongosssss's avatar
pythongosssss committed
213
								);
pythongosssss's avatar
pythongosssss committed
214
215
216
								if (anyHovered) {
									this.overIndex = i;
									let value = 110;
pythongosssss's avatar
pythongosssss committed
217
									if (canvas.pointer_is_down) {
pythongosssss's avatar
pythongosssss committed
218
219
220
221
										if (!this.pointerDown || this.pointerDown.index !== i) {
											this.pointerDown = { index: i, pos: [...mouse] };
										}
										value = 125;
pythongosssss's avatar
pythongosssss committed
222
									}
pythongosssss's avatar
pythongosssss committed
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
									ctx.filter = `contrast(${value}%) brightness(${value}%)`;
									canvas.canvas.style.cursor = "pointer";
								}
							}
							this.imageRects.push([x, y, cellWidth, cellHeight]);
							ctx.drawImage(img, x, y, cellWidth, cellHeight);
							ctx.filter = "none";
						}

						if (!anyHovered) {
							this.pointerDown = null;
							this.overIndex = null;
						}
					} else {
						// Draw individual
						const scaleX = dw / w;
						const scaleY = dh / h;
						const scale = Math.min(scaleX, scaleY, 1);

						w *= scale;
						h *= scale;

						let x = (dw - w) / 2;
						let y = (dh - h) / 2 + shiftY;
						ctx.drawImage(this.imgs[imageIndex], x, y, w, h);

						const drawButton = (x, y, sz, text) => {
							const hovered = LiteGraph.isInsideRectangle(mouse[0], mouse[1], x + this.pos[0], y + this.pos[1], sz, sz);
							let fill = "#333";
							let textFill = "#fff";
							let isClicking = false;
							if (hovered) {
								canvas.canvas.style.cursor = "pointer";
								if (canvas.pointer_is_down) {
									fill = "#1e90ff";
									isClicking = true;
pythongosssss's avatar
pythongosssss committed
259
								} else {
pythongosssss's avatar
pythongosssss committed
260
261
									fill = "#eee";
									textFill = "#000";
pythongosssss's avatar
pythongosssss committed
262
								}
pythongosssss's avatar
pythongosssss committed
263
264
265
							} else {
								this.pointerWasDown = null;
							}
pythongosssss's avatar
pythongosssss committed
266

pythongosssss's avatar
pythongosssss committed
267
268
269
270
271
272
273
274
							ctx.fillStyle = fill;
							ctx.beginPath();
							ctx.roundRect(x, y, sz, sz, [4]);
							ctx.fill();
							ctx.fillStyle = textFill;
							ctx.font = "12px Arial";
							ctx.textAlign = "center";
							ctx.fillText(text, x + 15, y + 20);
pythongosssss's avatar
pythongosssss committed
275

pythongosssss's avatar
pythongosssss committed
276
277
							return isClicking;
						};
pythongosssss's avatar
pythongosssss committed
278

pythongosssss's avatar
pythongosssss committed
279
280
281
282
283
						if (numImages > 1) {
							if (drawButton(x + w - 35, y + h - 35, 30, `${this.imageIndex + 1}/${numImages}`)) {
								let i = this.imageIndex + 1 >= numImages ? 0 : this.imageIndex + 1;
								if (!this.pointerDown || !this.pointerDown.index === i) {
									this.pointerDown = { index: i, pos: [...mouse] };
pythongosssss's avatar
pythongosssss committed
284
								}
pythongosssss's avatar
pythongosssss committed
285
							}
pythongosssss's avatar
pythongosssss committed
286

pythongosssss's avatar
pythongosssss committed
287
288
289
							if (drawButton(x + w - 35, y + 5, 30, `x`)) {
								if (!this.pointerDown || !this.pointerDown.index === null) {
									this.pointerDown = { index: null, pos: [...mouse] };
pythongosssss's avatar
pythongosssss committed
290
291
292
293
294
295
296
297
298
								}
							}
						}
					}
				}
			}
		};
	}

pythongosssss's avatar
pythongosssss committed
299
300
301
	/**
	 * Adds a handler allowing drag+drop of files onto the window to load workflows
	 */
pythongosssss's avatar
pythongosssss committed
302
303
304
305
306
	#addDropHandler() {
		// Get prompt from dropped PNG or json
		document.addEventListener("drop", async (event) => {
			event.preventDefault();
			event.stopPropagation();
307
308
309
310
311

			const n = this.dragOverNode;
			this.dragOverNode = null;
			// Node handles file drop, we dont use the built in onDropFile handler as its buggy
			// If you drag multiple files it will call it multiple times with the same file
312
			if (n && n.onDragDrop && (await n.onDragDrop(event))) {
313
314
315
316
				return;
			}

			await this.handleFile(event.dataTransfer.files[0]);
pythongosssss's avatar
pythongosssss committed
317
		});
318

319
320
321
322
323
324
		// Always clear over node on drag leave
		this.canvasEl.addEventListener("dragleave", async () => {
			if (this.dragOverNode) {
				this.dragOverNode = null;
				this.graph.setDirtyCanvas(false, true);
			}
pythongosssss's avatar
pythongosssss committed
325
		});
326

327
328
329
330
331
332
333
334
335
		// Add handler for dropping onto a specific node
		this.canvasEl.addEventListener(
			"dragover",
			(e) => {
				this.canvas.adjustMouseEvent(e);
				const node = this.graph.getNodeOnPos(e.canvasX, e.canvasY);
				if (node) {
					if (node.onDragOver && node.onDragOver(e)) {
						this.dragOverNode = node;
336
337

						// dragover event is fired very frequently, run this on an animation frame
338
339
340
341
342
343
344
345
346
347
						requestAnimationFrame(() => {
							this.graph.setDirtyCanvas(false, true);
						});
						return;
					}
				}
				this.dragOverNode = null;
			},
			false
		);
pythongosssss's avatar
pythongosssss committed
348
349
	}

pythongosssss's avatar
pythongosssss committed
350
351
352
	/**
	 * Adds a handler on paste that extracts and loads workflows from pasted JSON data
	 */
pythongosssss's avatar
pythongosssss committed
353
354
355
356
357
358
359
360
361
362
363
364
365
366
	#addPasteHandler() {
		document.addEventListener("paste", (e) => {
			let data = (e.clipboardData || window.clipboardData).getData("text/plain");
			let workflow;
			try {
				data = data.slice(data.indexOf("{"));
				workflow = JSON.parse(data);
			} catch (err) {
				try {
					data = data.slice(data.indexOf("workflow\n"));
					data = data.slice(data.indexOf("{"));
					workflow = JSON.parse(data);
				} catch (error) {}
			}
pythongosssss's avatar
pythongosssss committed
367

pythongosssss's avatar
pythongosssss committed
368
369
370
			if (workflow && workflow.version && workflow.nodes && workflow.extra) {
				this.loadGraphData(workflow);
			}
pythongosssss's avatar
pythongosssss committed
371
372
373
		});
	}

Jairo Correa's avatar
Jairo Correa committed
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
	/**
	 * Handle mouse
	 *
	 * Move group by header
	 */
	#addProcessMouseHandler() {
		const self = this;

		const origProcessMouseDown = LGraphCanvas.prototype.processMouseDown;
		LGraphCanvas.prototype.processMouseDown = function(e) {
			const res = origProcessMouseDown.apply(this, arguments);

			this.selected_group_moving = false;

			if (this.selected_group && !this.selected_group_resizing) {
				var font_size =
					this.selected_group.font_size || LiteGraph.DEFAULT_GROUP_FONT_SIZE;
				var height = font_size * 1.4;

				// Move group by header
				if (LiteGraph.isInsideRectangle(e.canvasX, e.canvasY, this.selected_group.pos[0], this.selected_group.pos[1], this.selected_group.size[0], height)) {
					this.selected_group_moving = true;
				}
			}

			return res;
		}

		const origProcessMouseMove = LGraphCanvas.prototype.processMouseMove;
		LGraphCanvas.prototype.processMouseMove = function(e) {
			const orig_selected_group = this.selected_group;

			if (this.selected_group && !this.selected_group_resizing && !this.selected_group_moving) {
				this.selected_group = null;
			}

			const res = origProcessMouseMove.apply(this, arguments);

			if (orig_selected_group && !this.selected_group_resizing && !this.selected_group_moving) {
				this.selected_group = orig_selected_group;
			}

			return res;
		};
	}

	/**
	 * Draws group header bar
	 */
	#addDrawGroupsHandler() {
		const self = this;

		const origDrawGroups = LGraphCanvas.prototype.drawGroups;
		LGraphCanvas.prototype.drawGroups = function(canvas, ctx) {
			if (!this.graph) {
				return;
			}

			var groups = this.graph._groups;

			ctx.save();
			ctx.globalAlpha = 0.7 * this.editor_alpha;

			for (var i = 0; i < groups.length; ++i) {
				var group = groups[i];

				if (!LiteGraph.overlapBounding(this.visible_area, group._bounding)) {
					continue;
				} //out of the visible area

				ctx.fillStyle = group.color || "#335";
				ctx.strokeStyle = group.color || "#335";
				var pos = group._pos;
				var size = group._size;
				ctx.globalAlpha = 0.25 * this.editor_alpha;
				ctx.beginPath();
				var font_size =
					group.font_size || LiteGraph.DEFAULT_GROUP_FONT_SIZE;
				ctx.rect(pos[0] + 0.5, pos[1] + 0.5, size[0], font_size * 1.4);
				ctx.fill();
				ctx.globalAlpha = this.editor_alpha;
			}

			ctx.restore();

			const res = origDrawGroups.apply(this, arguments);
			return res;
		}
	}

pythongosssss's avatar
pythongosssss committed
464
	/**
pythongosssss's avatar
pythongosssss committed
465
	 * Draws node highlights (executing, drag drop) and progress bar
pythongosssss's avatar
pythongosssss committed
466
	 */
467
	#addDrawNodeHandler() {
pythongosssss's avatar
pythongosssss committed
468
469
470
471
472
		const orig = LGraphCanvas.prototype.drawNodeShape;
		const self = this;
		LGraphCanvas.prototype.drawNodeShape = function (node, ctx, size, fgcolor, bgcolor, selected, mouse_over) {
			const res = orig.apply(this, arguments);

473
474
475
476
477
478
479
480
			let color = null;
			if (node.id === +self.runningNodeId) {
				color = "#0f0";
			} else if (self.dragOverNode && node.id === self.dragOverNode.id) {
				color = "dodgerblue";
			}

			if (color) {
pythongosssss's avatar
pythongosssss committed
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
				const shape = node._shape || node.constructor.shape || LiteGraph.ROUND_SHAPE;
				ctx.lineWidth = 1;
				ctx.globalAlpha = 0.8;
				ctx.beginPath();
				if (shape == LiteGraph.BOX_SHAPE)
					ctx.rect(-6, -6 + LiteGraph.NODE_TITLE_HEIGHT, 12 + size[0] + 1, 12 + size[1] + LiteGraph.NODE_TITLE_HEIGHT);
				else if (shape == LiteGraph.ROUND_SHAPE || (shape == LiteGraph.CARD_SHAPE && node.flags.collapsed))
					ctx.roundRect(
						-6,
						-6 - LiteGraph.NODE_TITLE_HEIGHT,
						12 + size[0] + 1,
						12 + size[1] + LiteGraph.NODE_TITLE_HEIGHT,
						this.round_radius * 2
					);
				else if (shape == LiteGraph.CARD_SHAPE)
					ctx.roundRect(
						-6,
						-6 + LiteGraph.NODE_TITLE_HEIGHT,
						12 + size[0] + 1,
						12 + size[1] + LiteGraph.NODE_TITLE_HEIGHT,
						this.round_radius * 2,
						2
					);
				else if (shape == LiteGraph.CIRCLE_SHAPE)
					ctx.arc(size[0] * 0.5, size[1] * 0.5, size[0] * 0.5 + 6, 0, Math.PI * 2);
506
				ctx.strokeStyle = color;
pythongosssss's avatar
pythongosssss committed
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
				ctx.stroke();
				ctx.strokeStyle = fgcolor;
				ctx.globalAlpha = 1;

				if (self.progress) {
					ctx.fillStyle = "green";
					ctx.fillRect(0, 0, size[0] * (self.progress.value / self.progress.max), 6);
					ctx.fillStyle = bgcolor;
				}
			}

			return res;
		};
	}

pythongosssss's avatar
pythongosssss committed
522
523
524
	/**
	 * Handles updates from the API socket
	 */
pythongosssss's avatar
pythongosssss committed
525
	#addApiUpdateHandlers() {
pythongosssss's avatar
pythongosssss committed
526
527
		api.addEventListener("status", ({ detail }) => {
			this.ui.setStatus(detail);
pythongosssss's avatar
pythongosssss committed
528
529
		});

pythongosssss's avatar
pythongosssss committed
530
531
532
		api.addEventListener("reconnecting", () => {
			this.ui.dialog.show("Reconnecting...");
		});
pythongosssss's avatar
pythongosssss committed
533

pythongosssss's avatar
pythongosssss committed
534
535
536
		api.addEventListener("reconnected", () => {
			this.ui.dialog.close();
		});
pythongosssss's avatar
pythongosssss committed
537
538
539
540
541
542
543
544
545
546
547
548

		api.addEventListener("progress", ({ detail }) => {
			this.progress = detail;
			this.graph.setDirtyCanvas(true, false);
		});

		api.addEventListener("executing", ({ detail }) => {
			this.progress = null;
			this.runningNodeId = detail;
			this.graph.setDirtyCanvas(true, false);
		});

pythongosssss's avatar
pythongosssss committed
549
550
551
		api.addEventListener("executed", ({ detail }) => {
			this.nodeOutputs[detail.node] = detail.output;
		});
pythongosssss's avatar
pythongosssss committed
552
553
554
555

		api.init();
	}

556
557
558
559
	#addKeyboardHandler() {
		window.addEventListener("keydown", (e) => {
			// Queue prompt using ctrl or command + enter
			if ((e.ctrlKey || e.metaKey) && (e.key === "Enter" || e.keyCode === 13 || e.keyCode === 10)) {
560
				this.queuePrompt(e.shiftKey ? -1 : 0);
561
562
563
564
			}
		});
	}

565
566
567
568
569
570
571
572
573
574
575
576
577
578
	/**
	 * Loads all extensions from the API into the window
	 */
	async #loadExtensions() {
		const extensions = await api.getExtensions();
		for (const ext of extensions) {
			try {
				await import(ext);
			} catch (error) {
				console.error("Error loading extension", ext, error);
			}
		}
	}

pythongosssss's avatar
pythongosssss committed
579
580
581
582
	/**
	 * Set up the app on the page
	 */
	async setup() {
583
584
		await this.#loadExtensions();

pythongosssss's avatar
pythongosssss committed
585
		// Create and mount the LiteGraph in the DOM
586
		const canvasEl = (this.canvasEl = Object.assign(document.createElement("canvas"), { id: "graph-canvas" }));
587
		canvasEl.tabIndex = "1";
pythongosssss's avatar
pythongosssss committed
588
589
		document.body.prepend(canvasEl);

Jairo Correa's avatar
Jairo Correa committed
590
591
		this.#addProcessMouseHandler();

pythongosssss's avatar
pythongosssss committed
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
		this.graph = new LGraph();
		const canvas = (this.canvas = new LGraphCanvas(canvasEl, this.graph));
		this.ctx = canvasEl.getContext("2d");

		this.graph.start();

		function resizeCanvas() {
			canvasEl.width = canvasEl.offsetWidth;
			canvasEl.height = canvasEl.offsetHeight;
			canvas.draw(true, true);
		}

		// Ensure the canvas fills the window
		resizeCanvas();
		window.addEventListener("resize", resizeCanvas);

		await this.#invokeExtensionsAsync("init");
		await this.registerNodes();

		// Load previous workflow
		let restored = false;
		try {
			const json = localStorage.getItem("workflow");
			if (json) {
				const workflow = JSON.parse(json);
				this.loadGraphData(workflow);
				restored = true;
			}
620
621
622
		} catch (err) {
			console.error("Error loading previous workflow", err);
		}
pythongosssss's avatar
pythongosssss committed
623
624
625

		// We failed to restore a workflow so load the default
		if (!restored) {
pythongosssss's avatar
pythongosssss committed
626
			this.loadGraphData();
pythongosssss's avatar
pythongosssss committed
627
628
629
630
631
		}

		// Save current workflow automatically
		setInterval(() => localStorage.setItem("workflow", JSON.stringify(this.graph.serialize())), 1000);

632
		this.#addDrawNodeHandler();
Jairo Correa's avatar
Jairo Correa committed
633
		this.#addDrawGroupsHandler();
pythongosssss's avatar
pythongosssss committed
634
635
		this.#addApiUpdateHandlers();
		this.#addDropHandler();
pythongosssss's avatar
pythongosssss committed
636
		this.#addPasteHandler();
637
		this.#addKeyboardHandler();
pythongosssss's avatar
pythongosssss committed
638

pythongosssss's avatar
pythongosssss committed
639
640
641
		await this.#invokeExtensionsAsync("setup");
	}

pythongosssss's avatar
pythongosssss committed
642
643
644
	/**
	 * Registers nodes with the graph
	 */
pythongosssss's avatar
pythongosssss committed
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
	async registerNodes() {
		const app = this;
		// Load node definitions from the backend
		const defs = await api.getNodeDefs();
		await this.#invokeExtensionsAsync("addCustomNodeDefs", defs);

		// Generate list of known widgets
		const widgets = Object.assign(
			{},
			ComfyWidgets,
			...(await this.#invokeExtensionsAsync("getCustomWidgets")).filter(Boolean)
		);

		// Register a node for each definition
		for (const nodeId in defs) {
			const nodeData = defs[nodeId];
			const node = Object.assign(
				function ComfyNode() {
663
664
665
666
					var inputs = nodeData["input"]["required"];
					if (nodeData["input"]["optional"] != undefined){
					    inputs = Object.assign({}, nodeData["input"]["required"], nodeData["input"]["optional"])
					}
pythongosssss's avatar
pythongosssss committed
667
668
669
670
671
672
					const config = { minWidth: 1, minHeight: 1 };
					for (const inputName in inputs) {
						const inputData = inputs[inputName];
						const type = inputData[0];

						if (Array.isArray(type)) {
673
674
							// Enums
							Object.assign(config, widgets.COMBO(this, inputName, inputData, app) || {});
pythongosssss's avatar
pythongosssss committed
675
676
677
678
679
680
681
682
683
684
685
686
						} else if (`${type}:${inputName}` in widgets) {
							// Support custom widgets by Type:Name
							Object.assign(config, widgets[`${type}:${inputName}`](this, inputName, inputData, app) || {});
						} else if (type in widgets) {
							// Standard type widgets
							Object.assign(config, widgets[type](this, inputName, inputData, app) || {});
						} else {
							// Node connection inputs
							this.addInput(inputName, type);
						}
					}

687
688
689
690
					for (const o in nodeData["output"]) {
						const output = nodeData["output"][o];
						const outputName = nodeData["output_name"][o] || output;
						this.addOutput(outputName, output);
691
692
					}

pythongosssss's avatar
pythongosssss committed
693
694
695
696
697
					const s = this.computeSize();
					s[0] = Math.max(config.minWidth, s[0] * 1.5);
					s[1] = Math.max(config.minHeight, s[1]);
					this.size = s;
					this.serialize_widgets = true;
698
699

					app.#invokeExtensionsAsync("nodeCreated", this);
pythongosssss's avatar
pythongosssss committed
700
701
702
703
704
705
706
707
708
709
710
				},
				{
					title: nodeData.name,
					comfyClass: nodeData.name,
				}
			);
			node.prototype.comfyClass = nodeData.name;

			this.#addNodeContextMenuHandler(node);
			this.#addDrawBackgroundHandler(node, app);

711
			await this.#invokeExtensionsAsync("beforeRegisterNodeDef", node, nodeData);
pythongosssss's avatar
pythongosssss committed
712
713
714
715
716
717
718
719
720
721
722
723
			LiteGraph.registerNodeType(nodeId, node);
			node.category = nodeData.category;
		}

		await this.#invokeExtensionsAsync("registerCustomNodes");
	}

	/**
	 * Populates the graph with the specified workflow data
	 * @param {*} graphData A serialized graph object
	 */
	loadGraphData(graphData) {
724
725
		this.clean();

pythongosssss's avatar
pythongosssss committed
726
727
728
		if (!graphData) {
			graphData = defaultGraph;
		}
729
730
731
732
733
734

		// Patch T2IAdapterLoader to ControlNetLoader since they are the same node now
		for (let n of graphData.nodes) {
			if (n.type == "T2IAdapterLoader") n.type = "ControlNetLoader";
		}

pythongosssss's avatar
pythongosssss committed
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
		this.graph.configure(graphData);

		for (const node of this.graph._nodes) {
			const size = node.computeSize();
			size[0] = Math.max(node.size[0], size[0]);
			size[1] = Math.max(node.size[1], size[1]);
			node.size = size;

			if (node.widgets) {
				// If you break something in the backend and want to patch workflows in the frontend
				// This is the place to do this
				for (let widget of node.widgets) {
					if (node.type == "KSampler" || node.type == "KSamplerAdvanced") {
						if (widget.name == "sampler_name") {
							if (widget.value.startsWith("sample_")) {
pythongosssss's avatar
pythongosssss committed
750
								widget.value = widget.value.slice(7);
pythongosssss's avatar
pythongosssss committed
751
752
753
754
755
756
757
758
759
760
							}
						}
					}
				}
			}

			this.#invokeExtensions("loadedGraphNode", node);
		}
	}

pythongosssss's avatar
pythongosssss committed
761
762
763
764
	/**
	 * Converts the current graph workflow for sending to the API
	 * @returns The workflow and node links
	 */
765
	async graphToPrompt() {
pythongosssss's avatar
pythongosssss committed
766
767
		const workflow = this.graph.serialize();
		const output = {};
768
769
770
		// Process nodes in order of execution
		for (const node of this.graph.computeExecutionOrder(false)) {
			const n = workflow.nodes.find((n) => n.id === node.id);
771
772

			if (node.isVirtualNode) {
773
774
775
776
				// Don't serialize frontend only nodes but let them make changes
				if (node.applyToGraph) {
					node.applyToGraph(workflow);
				}
777
778
779
780
				continue;
			}

			const inputs = {};
pythongosssss's avatar
pythongosssss committed
781
782
783
784
			const widgets = node.widgets;

			// Store all widget values
			if (widgets) {
785
786
				for (const i in widgets) {
					const widget = widgets[i];
787
					if (!widget.options || widget.options.serialize !== false) {
788
						inputs[widget.name] = widget.serializeValue ? await widget.serializeValue(n, i) : widget.value;
pythongosssss's avatar
pythongosssss committed
789
790
791
792
793
794
					}
				}
			}

			// Store all node links
			for (let i in node.inputs) {
795
796
				let parent = node.getInputNode(i);
				if (parent) {
797
798
799
					let link = node.getInputLink(i);
					while (parent && parent.isVirtualNode) {
						link = parent.getInputLink(link.origin_slot);
800
801
802
803
804
						if (link) {
							parent = parent.getInputNode(link.origin_slot);
						} else {
							parent = null;
						}
805
					}
806

807
808
809
					if (link) {
						inputs[node.inputs[i].name] = [String(link.origin_id), parseInt(link.origin_slot)];
					}
pythongosssss's avatar
pythongosssss committed
810
811
812
813
814
815
816
817
818
819
820
821
				}
			}

			output[String(node.id)] = {
				inputs,
				class_type: node.comfyClass,
			};
		}

		return { workflow, output };
	}

m957ymj75urz's avatar
m957ymj75urz committed
822
823
824
	async queuePrompt(number, batchCount = 1) {
		for (let i = 0; i < batchCount; i++) {
			const p = await this.graphToPrompt();
pythongosssss's avatar
pythongosssss committed
825

m957ymj75urz's avatar
m957ymj75urz committed
826
827
828
829
830
831
			try {
				await api.queuePrompt(number, p);
			} catch (error) {
				this.ui.dialog.show(error.response || error.toString());
				return;
			}
pythongosssss's avatar
pythongosssss committed
832

m957ymj75urz's avatar
m957ymj75urz committed
833
834
835
836
837
838
839
840
841
			for (const n of p.workflow.nodes) {
				const node = graph.getNodeById(n.id);
				if (node.widgets) {
					for (const widget of node.widgets) {
						// Allow widgets to run callbacks after a prompt has been queued
						// e.g. random seed after every gen
						if (widget.afterQueued) {
							widget.afterQueued();
						}
pythongosssss's avatar
pythongosssss committed
842
843
844
845
					}
				}
			}

m957ymj75urz's avatar
m957ymj75urz committed
846
847
848
			this.canvas.draw(true, true);
			await this.ui.queue.update();
		}
pythongosssss's avatar
pythongosssss committed
849
	}
pythongosssss's avatar
pythongosssss committed
850

pythongosssss's avatar
pythongosssss committed
851
852
	/**
	 * Loads workflow data from the specified file
853
	 * @param {File} file
pythongosssss's avatar
pythongosssss committed
854
	 */
pythongosssss's avatar
pythongosssss committed
855
856
857
	async handleFile(file) {
		if (file.type === "image/png") {
			const pngInfo = await getPngMetadata(file);
858
859
860
861
862
863
			if (pngInfo) {
				if (pngInfo.workflow) {
					this.loadGraphData(JSON.parse(pngInfo.workflow));
				} else if (pngInfo.parameters) {
					importA1111(this.graph, pngInfo.parameters);
				}
pythongosssss's avatar
pythongosssss committed
864
865
866
867
868
869
870
871
872
			}
		} else if (file.type === "application/json" || file.name.endsWith(".json")) {
			const reader = new FileReader();
			reader.onload = () => {
				this.loadGraphData(JSON.parse(reader.result));
			};
			reader.readAsText(file);
		}
	}
873
874
875
876
877
878
879
880
881
882

	registerExtension(extension) {
		if (!extension.name) {
			throw new Error("Extensions must have a 'name' property.");
		}
		if (this.extensions.find((ext) => ext.name === extension.name)) {
			throw new Error(`Extension named '${extension.name}' already registered.`);
		}
		this.extensions.push(extension);
	}
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907

	/**
	 * Refresh combo list on whole nodes
	 */
	async refreshComboInNodes() {
		const defs = await api.getNodeDefs();

		for(let nodeNum in this.graph._nodes) {
			const node = this.graph._nodes[nodeNum];

			const def = defs[node.type];

			for(const widgetNum in node.widgets) {
				const widget = node.widgets[widgetNum]

				if(widget.type == "combo" && def["input"]["required"][widget.name] !== undefined) {
					widget.options.values = def["input"]["required"][widget.name][0];

					if(!widget.options.values.includes(widget.value)) {
						widget.value = widget.options.values[0];
					}
				}
			}
		}
	}
908
909
910
911
912
913
914

	/**
	 * Clean current state
	 */
	clean() {
		this.nodeOutputs = {};
	}
pythongosssss's avatar
pythongosssss committed
915
916
917
}

export const app = new ComfyApp();