diff --git a/README.md b/README.md index 889f090..f78ecd6 100644 --- a/README.md +++ b/README.md @@ -26,7 +26,7 @@ Also note that the saved workflow format is subject to change until it's been fi ## Features - **No-Code UI Builder** - A novel system for creating your own Stable Diffusion user interfaces from the basic components. -- **Manage Multiple Workflows** - You can open as many workflows as you like and switch between them using tabs within the app. +- **Manage Multiple Workflows** - You can open as many workflows as you like and switch between them using tabs within the app. You can also write custom "Send To" actions to copy your image outputs into other workflows for further processing. - **Use Your Existing Workflows** - Import workflows you've created in ComfyUI into ComfyBox and a new UI will be created for you. - **Extension Support** - All custom ComfyUI nodes are supported out of the box. - **Prompt Queue** - Queue up multiple prompts without waiting for them to finish first. 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+ "containerVariant": "hidden", + "openOnStartup": false, + "buttonVariant": "secondary", + "buttonSize": "small", + "tags": [] + } + }, + "children": [], + "parent": "0d329233-0400-4f0f-8b04-cd287c8d74ab" + } + } + }, + "canvas": { + "offset": [ + -607.2128109237503, + 314.37823956 + ], + "scale": 0.5644739300537776 + } +} \ No newline at end of file diff --git a/src/lib/ComfyGraph.ts b/src/lib/ComfyGraph.ts index 2aa2e96..61d4392 100644 --- a/src/lib/ComfyGraph.ts +++ b/src/lib/ComfyGraph.ts @@ -11,7 +11,7 @@ import type { ComfyComboNode, ComfyWidgetNode } from "./nodes/widgets"; import selectionState from "./stores/selectionState"; import type { WritableLayoutStateStore } from "./stores/layoutStates"; import layoutStates from "./stores/layoutStates"; -import type { ComfyWorkflow } from "./stores/workflowState"; +import type { ComfyWorkflow, WorkflowInstID } from "./stores/workflowState"; import workflowState from "./stores/workflowState"; type ComfyGraphEvents = { @@ -163,7 +163,7 @@ export default class ComfyGraph extends LGraph { // case node was cloned const reg = LiteGraph.registered_node_types[node.type] - layoutState.groupItems(dragItemIDs, { title: reg.title }) + layoutState.groupItems(dragItemIDs, { title: reg.title, variant: "accordion", openOnStartup: true }) } } diff --git a/src/lib/components/ComfyApp.ts b/src/lib/components/ComfyApp.ts index 1e618b6..4fc0d62 100644 --- a/src/lib/components/ComfyApp.ts +++ b/src/lib/components/ComfyApp.ts @@ -220,6 +220,7 @@ export default class ComfyApp { } await this.initDefaultWorkflow("defaultWorkflow", options); await this.initDefaultWorkflow("upscale", options); + await this.initDefaultWorkflow("conditioningRegions", options); } // Save current workflow automatically @@ -356,6 +357,24 @@ export default class ComfyApp { ComfyApp.registerDefaultSlotHandlers(nodeId, nodeDef) } + + ComfyApp.registerComfyBoxSlotTypes() + } + + static registerComfyBoxSlotTypes() { + const reg = (type: string) => { + const lowerType = type.toLowerCase(); + if (!LiteGraph.slot_types_in.includes(lowerType)) { + LiteGraph.slot_types_in.push(lowerType); + } + if (!LiteGraph.slot_types_out.includes(type)) { + LiteGraph.slot_types_out.push(type); + } + } + + reg("COMFYBOX_IMAGE") + reg("COMFYBOX_IMAGES") + reg("COMFYBOX_REGION") } static registerDefaultSlotHandlers(nodeId: string, nodeDef: ComfyNodeDef) { @@ -592,6 +611,7 @@ export default class ComfyApp { setColor("COMFYBOX_IMAGES", "rebeccapurple") setColor("COMFYBOX_IMAGE", "fuchsia") + setColor("COMFYBOX_REGION", "salmon") setColor(BuiltInSlotType.EVENT, "lightseagreen") setColor(BuiltInSlotType.ACTION, "lightseagreen") } @@ -770,7 +790,9 @@ export default class ComfyApp { const promptFilename = get(configState).promptForWorkflowName; - let filename = "workflow.json"; + const title = workflow.attrs.title.trim() || "workflow" + + let filename = `${title}.json`; if (promptFilename) { filename = prompt("Save workflow as:", filename); if (!filename) return; @@ -781,7 +803,7 @@ export default class ComfyApp { else { const date = new Date(); const formattedDate = date.toISOString().replace(/:/g, '-').replace(/\.\d{3}/g, '').replace('T', '_').replace("Z", ""); - filename = `workflow - ${formattedDate}.json` + filename = `${title} - ${formattedDate}.json` } const indent = 2 diff --git a/src/lib/components/ComfyQueue.svelte b/src/lib/components/ComfyQueue.svelte index fcf4180..0208c74 100644 --- a/src/lib/components/ComfyQueue.svelte +++ b/src/lib/components/ComfyQueue.svelte @@ -150,7 +150,7 @@ let submessage = `Nodes: ${Object.keys(entry.prompt).length}` if (Object.keys(entry.outputs).length > 0) { - const imageCount = Object.values(entry.outputs).flatMap(o => o.images).length + const imageCount = Object.values(entry.outputs).filter(o => o.images).flatMap(o => o.images).length submessage = `Images: ${imageCount}` } @@ -172,14 +172,24 @@ result.images = thumbnails.map(convertComfyOutputToComfyURL); } + const outputs = Object.values(entry.outputs) + .filter(o => o.images) + .flatMap(o => o.images) + .map(convertComfyOutputToComfyURL); + if (outputs) { + result.images = result.images.concat(outputs) + } + return result; } function convertCompletedEntry(entry: CompletedQueueEntry): QueueUIEntry { const result = convertEntry(entry.entry, entry.status); - const images = Object.values(entry.entry.outputs).flatMap(o => o.images) - .map(convertComfyOutputToComfyURL); + const images = Object.values(entry.entry.outputs) + .filter(o => o.images) + .flatMap(o => o.images) + .map(convertComfyOutputToComfyURL); result.images = images if (entry.message) diff --git a/src/lib/components/WidgetContainer.svelte b/src/lib/components/WidgetContainer.svelte index 3354a8f..da6001d 100644 --- a/src/lib/components/WidgetContainer.svelte +++ b/src/lib/components/WidgetContainer.svelte @@ -151,5 +151,7 @@ .edit { border: 2px dashed var(--color-blue-400); + pointer-events: none; + user-select: none; } diff --git a/src/lib/components/gradio/gallery/Gallery.svelte b/src/lib/components/gradio/gallery/Gallery.svelte index e5e6184..f6a8108 100644 --- a/src/lib/components/gradio/gallery/Gallery.svelte +++ b/src/lib/components/gradio/gallery/Gallery.svelte @@ -15,6 +15,7 @@ export let label: string; export let root: string = ""; export let root_url: null | string = null; + export let scrollOnUpdate = false; export let value: Array | Array | null = null; export let style: Styles = { grid_cols: [2], @@ -120,6 +121,7 @@ let container: HTMLDivElement; async function scroll_to_img(index: number | null) { + if (!scrollOnUpdate) return; if (typeof index !== "number") return; await tick(); diff --git a/src/lib/nodes/ComfyRegionToCoordsNode.ts b/src/lib/nodes/ComfyRegionToCoordsNode.ts new file mode 100644 index 0000000..002e740 --- /dev/null +++ b/src/lib/nodes/ComfyRegionToCoordsNode.ts @@ -0,0 +1,35 @@ +import { LiteGraph, type SlotLayout } from "@litegraph-ts/core"; +import ComfyGraphNode from "./ComfyGraphNode"; + +export default class ComfyRegionToCoordsNode extends ComfyGraphNode { + static slotLayout: SlotLayout = { + inputs: [ + { name: "in", type: "COMFYBOX_REGION" }, + ], + outputs: [ + // same order as conditioning nodes + { name: "width", type: "number" }, + { name: "height", type: "number" }, + { name: "x", type: "number" }, + { name: "y", type: "number" }, + ], + } + + override onExecute() { + const value = this.getInputData(0); + if (!Array.isArray(value)) + return; + + this.setOutputData(0, value[2]) + this.setOutputData(1, value[3]) + this.setOutputData(2, value[0]) + this.setOutputData(3, value[1]) + } +} + +LiteGraph.registerNodeType({ + class: ComfyRegionToCoordsNode, + title: "Comfy.RegionToCoords", + desc: "Converts a COMFYBOX_REGION to four outputs of [width, height, x, y]", + type: "utils/region_to_coords" +}) diff --git a/src/lib/nodes/index.ts b/src/lib/nodes/index.ts index e232708..0de3fc8 100644 --- a/src/lib/nodes/index.ts +++ b/src/lib/nodes/index.ts @@ -1,5 +1,3 @@ -import "$lib/nodes/ComfyGraphNode"; - export { default as ComfyReroute } from "./ComfyReroute" export { default as ComfyPickFirstNode } from "./ComfyPickFirstNode" export { default as ComfyValueControl } from "./ComfyValueControl" @@ -8,3 +6,4 @@ export { default as ComfyTriggerNewEventNode } from "./ComfyTriggerNewEventNode" export { default as ComfyConfigureQueuePromptButton } from "./ComfyConfigureQueuePromptButton" export { default as ComfyPickImageNode } from "./ComfyPickImageNode" export { default as ComfyNoChangeEvent } from "./ComfyNoChangeEvent" +export { default as ComfyRegionToCoordsNode } from "./ComfyRegionToCoordsNode" diff --git a/src/lib/nodes/widgets/ComfyMultiRegionNode.ts b/src/lib/nodes/widgets/ComfyMultiRegionNode.ts new file mode 100644 index 0000000..a7297f6 --- /dev/null +++ b/src/lib/nodes/widgets/ComfyMultiRegionNode.ts @@ -0,0 +1,236 @@ +import { BuiltInSlotType, LiteGraph, type IComboWidget, type SlotLayout, type INumberWidget } from "@litegraph-ts/core"; + +import MultiRegionWidget from "$lib/widgets/MultiRegionWidget.svelte"; +import ComfyWidgetNode, { type ComfyWidgetProperties } from "./ComfyWidgetNode"; +import { clamp, isComfyBoxImageMetadata, type ComfyBoxImageMetadata, comfyBoxImageToComfyURL } from "$lib/utils"; +import { writable, type Writable } from "svelte/store"; + +/* x, y, width, height, all in range 0.0 - 1.0 */ +export type BoundingBox = [number, number, number, number] + +function isBoundingBox(param: any): param is BoundingBox { + return Array.isArray(param) && param.length === 4 && param.every(i => typeof i === "number") +} + +export interface ComfyMultiRegionProperties extends ComfyWidgetProperties { + regionCount: number, + canvasWidth: number, + canvasHeight: number, + canvasImageURL: string | null, + inputType: "size" | "image" +} + +const DEFAULT_BBOX: BoundingBox = [0.4, 0.4, 0.2, 0.2]; + +export default class ComfyMultiRegionNode extends ComfyWidgetNode { + override properties: ComfyMultiRegionProperties = { + tags: [], + defaultValue: false, + regionCount: 1, + canvasWidth: 512, + canvasHeight: 512, + canvasImageURL: null, + inputType: "size" + } + + static slotLayout: SlotLayout = { + inputs: [ + { name: "store", type: BuiltInSlotType.ACTION }, + ], + outputs: [ + { name: "changed", type: BuiltInSlotType.EVENT }, + + // dynamic outputs, may be removed later + { name: "region_1", type: "COMFYBOX_REGION" }, + ] + } + + override svelteComponentType = MultiRegionWidget; + override defaultValue: BoundingBox[] = [[...DEFAULT_BBOX]]; + override outputSlotName = null; + override storeActionName = "store"; + override changedEventName = "changed"; + + sizeChanged: Writable = writable(true); + regionsChanged: Writable = writable(true); + + inputTypeWidget: IComboWidget + regionCountWidget: INumberWidget + + constructor(name?: string) { + super(name, [[...DEFAULT_BBOX]]) + + this.inputTypeWidget = this.addWidget("combo", "Input Type", this.properties.inputType, "inputType", { values: ["size", "image"] }) + this.regionCountWidget = this.addWidget( + "number", + "# of Regions", + this.properties.regionCount, + (v: number) => { + this.setProperty("regionCount", clamp(v, 1, 16)); + }, + { min: 1, max: 16, step: 1, precision: 0 } + ) + } + + override onPropertyChanged(property: any, value: any) { + if (property === "regionCount") { + this.updateRegions() + } + else if (property === "width" || property === "height") { + this.updateSize(); + } + else if (property === "inputType") { + this.updateInputType(); + } + } + + override onExecute() { + let width = 0; + let height = 0; + let imageURL: string | null = null; + + this.updateInputType(); + + if (this.properties.inputType === "image") { + let comfyBoxImage = this.getInputData(1); + if (isComfyBoxImageMetadata(comfyBoxImage)) { + imageURL = comfyBoxImageToComfyURL(comfyBoxImage) + width = comfyBoxImage.width; + height = comfyBoxImage.height; + } + else { + imageURL = null; + } + } + else if (this.properties.inputType === "size") { + width = this.getInputData(1) || 0 + height = this.getInputData(2) || 0 + } + + if (width != this.properties.canvasWidth || height != this.properties.canvasHeight || imageURL != this.properties.canvasImageURL) { + this.properties.canvasWidth = width; + this.properties.canvasHeight = height; + this.properties.canvasImageURL = imageURL + this.updateSize(); + } + + const value = this.getValue(); + + for (let index = 0; index < this.properties.regionCount; index++) { + const bbox = value[index] + if (bbox != null) { + const output = this.outputs[index + 1] // + changed slot + if (output != null) { + let data = this.getOutputData(index + 1) || [0, 0, 0, 0] + data[0] = bbox[0] * this.properties.canvasWidth + data[1] = bbox[1] * this.properties.canvasHeight + data[2] = bbox[2] * this.properties.canvasWidth + data[3] = bbox[3] * this.properties.canvasHeight + this.setOutputData(index + 1, data) + } + } + } + } + + private updateRegions() { + this.properties.regionCount = Math.max(this.properties.regionCount, 0); + + if (this.outputs.length === this.properties.regionCount + 1) + return + + for (let index = this.outputs.length - 1; index > this.properties.regionCount; index--) { + if (this.outputs[index].type !== BuiltInSlotType.EVENT) { + this.removeOutput(index); + } + } + + for (let index = this.outputs.length - 1; index < this.properties.regionCount; index++) { + this.addOutput(`region_${index + 1}`, "COMFYBOX_REGION") + } + + this.regionsChanged.set(true); + // this.notifyPropsChanged(); + + this.setValue(this.getValue()) + } + + private _prevWidth = null + private _prevHeight = null + private _prevImageURL = null + + private updateSize(value?: BoundingBox[]): BoundingBox[] { + this.properties.canvasWidth = Math.max(this.properties.canvasWidth, 0); + this.properties.canvasHeight = Math.max(this.properties.canvasHeight, 0); + + value ||= this.getValue(); + + for (const bbox of value) { + bbox[0] = clamp(bbox[0], 0, 1); + bbox[1] = clamp(bbox[1], 0, 1); + bbox[2] = clamp(bbox[2], 0, 1) + bbox[3] = clamp(bbox[3], 0, 1) + } + + const sizeChanged = this.properties.canvasWidth != this._prevWidth + || this.properties.canvasHeight != this._prevHeight + || this.properties.canvasImageURL != this._prevImageURL + + this.sizeChanged.set(sizeChanged); + + this._prevWidth = this.properties.canvasWidth; + this._prevHeight = this.properties.canvasHeight; + this._prevImageURL = this.properties.canvasImageURL; + + // this.notifyPropsChanged(); + + return value + } + + private updateInputType() { + const inputType = this.properties.inputType; + if (inputType === "image" && this.inputs[1]?.name === "image") + return + else if (inputType === "size" && this.inputs[1]?.name === "width") + return + + for (let index = this.inputs.length - 1; index >= 1; index--) { + if (this.inputs[index].type !== BuiltInSlotType.ACTION) { + this.removeInput(index); + } + } + + if (inputType === "image") { + this.addInput("image", "COMFYBOX_IMAGE"); + } + else if (inputType === "size") { + this.addInput("width", "number") + this.addInput("height", "number") + } + } + + override parseValue(param: any): BoundingBox[] { + if (param == null || this.properties.regionCount <= 0) + return [] + + let val = [] + + if (isBoundingBox(param)) + val = this.updateSize([param]) + + if (Array.isArray(param) && param.every(isBoundingBox)) + val = this.updateSize(param.splice(0, this.properties.regionCount)) + + // Fill the array with missing regions + for (let index = val.length; index < this.properties.regionCount; index++) + val.push([...DEFAULT_BBOX]) + + return val; + } +} + +LiteGraph.registerNodeType({ + class: ComfyMultiRegionNode, + title: "UI.MultiRegion", + desc: "Overlays one or more regions over a canvas of the given width/height", + type: "ui/multi_region" +}) diff --git a/src/lib/nodes/widgets/index.ts b/src/lib/nodes/widgets/index.ts index 496e62e..130149c 100644 --- a/src/lib/nodes/widgets/index.ts +++ b/src/lib/nodes/widgets/index.ts @@ -8,3 +8,4 @@ export { default as ComfyImageUploadNode } from "./ComfyImageUploadNode" export { default as ComfyRadioNode } from "./ComfyRadioNode" export { default as ComfyNumberNode } from "./ComfyNumberNode" export { default as ComfyTextNode } from "./ComfyTextNode" +export { default as ComfyMultiRegionNode } from "./ComfyMultiRegionNode" diff --git a/src/lib/utils.ts b/src/lib/utils.ts index 18467ea..d5eef4b 100644 --- a/src/lib/utils.ts +++ b/src/lib/utils.ts @@ -1,563 +1,563 @@ -import { type WidgetLayout, type WritableLayoutStateStore } from "$lib/stores/layoutStates"; -import selectionState from "$lib/stores/selectionState"; -import type { FileData as GradioFileData } from "@gradio/upload"; -import { Subgraph, type LGraph, type LGraphNode, type LLink, type SerializedLGraph, type UUID, type NodeID, type SlotType } from "@litegraph-ts/core"; -import { get } from "svelte/store"; -import type { ComfyNodeID } from "./api"; -import { type SerializedPrompt } from "./components/ComfyApp"; -import workflowState from "./stores/workflowState"; -import { ImageViewer } from "./ImageViewer"; - -export function clamp(n: number, min: number, max: number): number { - if (max <= min) - return min; - return Math.min(Math.max(n, min), max) -} - -export function negmod(n: number, m: number): number { - return ((n % m) + m) % m; -} - -export function range(size: number, startAt: number = 0): ReadonlyArray { - return [...Array(size).keys()].map(i => i + startAt); -} - -export function countNewLines(str: string): number { - return str.split(/\r\n|\r|\n/).length -} - -export function capitalize(str: string) { - return str.charAt(0).toUpperCase() + str.slice(1); -} - -export function basename(filepath: string): string { - const filename = filepath.split('/').pop().split('\\').pop(); - return filename.split('.').slice(0, -1).join('.'); -} - -export function truncateString(str: string, num: number): string { - if (num <= 0) - return "…"; - - if (str.length <= num) { - return str; - } - return str.slice(0, num) + "…"; -} - -export function* enumerate(iterable: Iterable): Iterable<[number, T]> { - let index = 0; - for (const value of iterable) { - yield [index++, value]; - } -} - -export function download(filename: string, text: string, type: string = "text/plain") { - const blob = new Blob([text], { type: type }); - const url = URL.createObjectURL(blob); - const a = document.createElement('a') - a.href = url - a.download = filename - document.body.appendChild(a) - a.click() - setTimeout(function() { - a.remove(); - window.URL.revokeObjectURL(url); - }, 0); -} - -export function startDrag(evt: MouseEvent, layoutState: WritableLayoutStateStore) { - const dragItemId: string = evt.target.dataset["dragItemId"]; - const ss = get(selectionState) - const ls = get(layoutState) - - if (evt.button !== 0) { - if (ss.currentSelection.length <= 1 && !ls.isMenuOpen) - ss.currentSelection = [dragItemId] - return; - } - - const item = ls.allItems[dragItemId].dragItem - - console.debug("startDrag", item) - - if (evt.ctrlKey) { - const index = ss.currentSelection.indexOf(item.id) - if (index === -1) - ss.currentSelection.push(item.id); - else - ss.currentSelection.splice(index, 1); - ss.currentSelection = ss.currentSelection; - } - else { - ss.currentSelection = [item.id] - } - ss.currentSelectionNodes = []; - for (const id of ss.currentSelection) { - const item = ls.allItems[id].dragItem - if (item.type === "widget") { - const node = (item as WidgetLayout).node; - if (node) { - ss.currentSelectionNodes.push(node) - } - } - } - - layoutState.set(ls) - selectionState.set(ss) - layoutState.notifyWorkflowModified(); -}; - -export function stopDrag(evt: MouseEvent, layoutState: WritableLayoutStateStore) { - layoutState.notifyWorkflowModified(); -}; - -export function graphToGraphVis(graph: LGraph): string { - let links: string[] = [] - let seenLinks = new Set() - let subgraphs: Record = {} - let subgraphNodes: Record = {} - let idToInt: Record = {} - let curId = 0; - - const convId = (id: number | UUID): number => { - if (idToInt[id] == null) { - idToInt[id] = curId++; - } - return idToInt[id]; - } - - const addLink = (node: LGraphNode, link: LLink): string => { - const nodeA = node.graph.getNodeById(link.origin_id) - const nodeB = node.graph.getNodeById(link.target_id); - seenLinks.add(link.id) - return ` "${convId(nodeA.id)}_${nodeA.title}" -> "${convId(nodeB.id)}_${nodeB.title}";\n`; - } - - for (const node of graph.iterateNodesInOrderRecursive()) { - for (let [index, input] of enumerate(node.iterateInputInfo())) { - const link = node.getInputLink(index); - if (link && !seenLinks.has(link.id)) { - const linkText = addLink(node, link) - if (node.graph != graph) { - subgraphs[node.graph._subgraph_node.id] ||= [node.graph._subgraph_node, []] - subgraphs[node.graph._subgraph_node.id][1].push(linkText) - subgraphNodes[node.graph._subgraph_node.id] = node.graph._subgraph_node - } - else { - links.push(linkText) - } - } - } - for (let [index, output] of enumerate(node.iterateOutputInfo())) { - for (const link of node.getOutputLinks(index)) { - if (!seenLinks.has(link.id)) { - const linkText = addLink(node, link) - if (node.graph != graph) { - subgraphs[node.graph._subgraph_node.id] ||= [node.graph._subgraph_node, []] - subgraphs[node.graph._subgraph_node.id][1].push(linkText) - subgraphNodes[node.graph._subgraph_node.id] = node.graph._subgraph_node - } - else { - links.push(linkText) - } - } - } - } - } - - let out = "digraph {\n" - out += ' fontname="Helvetica,Arial,sans-serif"\n' - out += ' node [fontname="Helvetica,Arial,sans-serif"]\n' - out += ' edge [fontname="Helvetica,Arial,sans-serif"]\n' - out += ' node [shape=box style=filled fillcolor="#DDDDDD"]\n' - - for (const [subgraph, links] of Object.values(subgraphs)) { - // Subgraph name has to be prefixed with "cluster" to show up as a cluster... - out += ` subgraph cluster_subgraph_${convId(subgraph.id)} {\n` - out += ` label="${convId(subgraph.id)}_${subgraph.title}";\n`; - out += " color=red;\n"; - // out += " style=grey;\n"; - out += " " + links.join(" ") - out += " }\n" - } - - out += links.join("") - - out += "}" - return out -} - -export function workflowToGraphVis(workflow: SerializedLGraph): string { - let out = "digraph {\n" - - for (const link of workflow.links) { - const nodeA = workflow.nodes.find(n => n.id === link[1]) - const nodeB = workflow.nodes.find(n => n.id === link[3]) - out += `"${link[1]}_${nodeA.title}" -> "${link[3]}_${nodeB.title}"\n`; - } - - out += "}" - return out -} - -export function promptToGraphVis(prompt: SerializedPrompt): string { - let out = "digraph {\n" - - const ids: Record = {} - let nextID = 0; - - for (const pair of Object.entries(prompt.output)) { - const [id, o] = pair; - if (ids[id] == null) - ids[id] = nextID++; - - if ("class_type" in o) { - for (const pair2 of Object.entries(o.inputs)) { - const [inpName, i] = pair2; - - if (Array.isArray(i) && i.length === 2 && typeof i[0] === "string" && typeof i[1] === "number") { - // Link - const [inpID, inpSlot] = i; - if (ids[inpID] == null) - ids[inpID] = nextID++; - - const inpNode = prompt.output[inpID] - if (inpNode) { - out += `"${ids[inpID]}_${inpNode.class_type}" -> "${ids[id]}_${o.class_type}"\n` - } - } - else { - const value = String(i).substring(0, 20) - // Value - out += `"${ids[id]}-${inpName}-${value}" -> "${ids[id]}_${o.class_type}"\n` - } - } - } - } - - out += "}" - return out -} - -export function getNodeInfo(nodeId: ComfyNodeID): string { - const workflow = workflowState.getWorkflowByNodeID(nodeId); - if (workflow == null) - return nodeId; - - const title = workflow.graph?.getNodeByIdRecursive(nodeId)?.title; - if (title == null) - return nodeId; - - const displayNodeID = nodeId ? (nodeId.split("-")[0]) : String(nodeId); - return title + " (" + displayNodeID + ")" -} - -export const debounce = (callback: Function, wait = 250) => { - let timeout: NodeJS.Timeout | null = null; - return (...args: Array) => { - const next = () => callback(...args); - if (timeout) clearTimeout(timeout); - - timeout = setTimeout(next, wait); - }; -}; - -export function convertComfyOutputToGradio(output: SerializedPromptOutput): GradioFileData[] { - return output.images.map(convertComfyOutputEntryToGradio); -} - -export function convertComfyOutputEntryToGradio(r: ComfyImageLocation): GradioFileData { - const url = `http://${location.hostname}:8188` // TODO make configurable - const params = new URLSearchParams(r) - const fileData: GradioFileData = { - name: r.filename, - orig_name: r.filename, - is_file: false, - data: url + "/view?" + params - } - return fileData -} - -export function convertComfyOutputToComfyURL(output: string | ComfyImageLocation): string { - if (typeof output === "string") - return output; - - const params = new URLSearchParams(output) - const url = `http://${location.hostname}:8188` // TODO make configurable - return url + "/view?" + params -} - -export function convertGradioFileDataToComfyURL(image: GradioFileData, type: ComfyUploadImageType = "input"): string { - const baseUrl = `http://${location.hostname}:8188` // TODO make configurable - const params = new URLSearchParams({ filename: image.name, subfolder: "", type }) - return `${baseUrl}/view?${params}` -} - -export function convertGradioFileDataToComfyOutput(fileData: GradioFileData, type: ComfyUploadImageType = "input"): ComfyImageLocation { - if (!fileData.is_file) - throw "Can't convert blob data to comfy output!" - - return { - filename: fileData.name, - subfolder: "", - type - } -} - -export function convertFilenameToComfyURL(filename: string, - subfolder: string = "", - type: "input" | "output" | "temp" = "output"): string { - const params = new URLSearchParams({ - filename, - subfolder, - type - }) - const url = `http://${location.hostname}:8188` // TODO make configurable - return url + "/view?" + params -} - -export function jsonToJsObject(json: string): string { - // Try to parse, to see if it's real JSON - JSON.parse(json); - - const regex = /\"([^"]+)\":/g; - const hyphenRegex = /-([a-z])/g; - - return json.replace(regex, match => { - return match - .replace(hyphenRegex, g => g[1].toUpperCase()) - .replace(regex, "$1:"); - }); -} - -export type ComfyUploadImageType = "output" | "input" | "temp" - -export interface ComfyUploadImageAPIResponse { - name: string, // Yes this is different from the "executed" event args - subfolder: string, - type: ComfyUploadImageType -} - -/* - * Uploads an image into ComfyUI's `input` folder. - */ -export async function uploadImageToComfyUI(blob: Blob, filename: string, type: ComfyUploadImageType, subfolder: string = "", overwrite: boolean = false): Promise { - console.debug("[utils] Uploading image to ComfyUI", filename, blob.size) - - const url = `http://${location.hostname}:8188` // TODO make configurable - - const formData = new FormData(); - formData.append("image", blob, filename); - formData.set("type", type) - formData.set("subfolder", subfolder) - formData.set("overwrite", String(overwrite)) - - const req = new Request(url + "/upload/image", { - body: formData, - method: 'POST' - }); - - return fetch(req) - .then((r) => r.json()) - .then((resp) => { - return { - filename: resp.name, - subfolder: resp.subfolder, - type: resp.type - } - }); -} - -/** Raw output as received from ComfyUI's backend */ -export interface SerializedPromptOutput { - // Technically this response can contain arbitrary data, but "images" is the - // most frequently used as it's output by LoadImage and PreviewImage, the - // only two output nodes in base ComfyUI. - images: ComfyImageLocation[] | null, - - /* - * Other data - */ - [key: string]: any -} - -/** Raw output entry as received from ComfyUI's backend */ -export type ComfyImageLocation = { - /* Filename with extension in the subfolder. */ - filename: string, - /* Subfolder in the containing folder. */ - subfolder: string, - /* Base ComfyUI folder where the image is located. */ - type: ComfyUploadImageType -} - -/* - * Convenient type for passing around image filepaths and their metadata with - * wires. Needs to be converted to a filename for use with LoadImage. - * - * Litegraph type is COMFYBOX_IMAGE. The array type is COMFYBOX_IMAGES. - */ -export type ComfyBoxImageMetadata = { - /* For easy structural type detection */ - isComfyBoxImageMetadata: true, - /* Pointer to where this image resides in ComfyUI. */ - comfyUIFile: ComfyImageLocation, - /* Readable name of the image. */ - name: string - /* Tags applicable to this image, like ["mask"]. */ - tags: string[], - /* Image width. */ - width?: number, - /* Image height. */ - height?: number, -} - -export function isComfyBoxImageMetadata(value: any): value is ComfyBoxImageMetadata { - return value && typeof value === "object" && (value as any).isComfyBoxImageMetadata; -} - -export function isComfyBoxImageMetadataArray(value: any): value is ComfyBoxImageMetadata[] { - return Array.isArray(value) && value.every(isComfyBoxImageMetadata); -} - -export function isComfyExecutionResult(value: any): value is SerializedPromptOutput { - return value && typeof value === "object" && Array.isArray(value.images) -} - -export function filenameToComfyBoxMetadata(filename: string, type: ComfyUploadImageType, subfolder: string = ""): ComfyBoxImageMetadata { - return { - isComfyBoxImageMetadata: true, - comfyUIFile: { - filename, - subfolder, - type - }, - name: "Filename", - tags: [], - } -} - -export function comfyFileToComfyBoxMetadata(comfyUIFile: ComfyImageLocation): ComfyBoxImageMetadata { - return { - isComfyBoxImageMetadata: true, - comfyUIFile, - name: "File", - tags: [], - } -} - -/* - * Converts a ComfyUI file into an annotated filepath. Backend nodes like - * LoadImage support syntax like "subfolder/image.png [output]" to specify which - * image folder to load from. - */ -export function comfyFileToAnnotatedFilepath(comfyUIFile: ComfyImageLocation): string { - let path = "" - if (comfyUIFile.subfolder != "") - path = comfyUIFile.subfolder + "/"; - - path += `${comfyUIFile.filename} [${comfyUIFile.type}]` - return path; -} - -export function executionResultToImageMetadata(result: SerializedPromptOutput): ComfyBoxImageMetadata[] { - return result.images.map(comfyFileToComfyBoxMetadata) -} - -export function isComfyImageLocation(param: any): param is ComfyImageLocation { - return param != null && typeof param === "object" - && typeof param.filename === "string" - && typeof param.type === "string" -} - -export function parseWhateverIntoImageMetadata(param: any): ComfyBoxImageMetadata[] | null { - let meta: ComfyBoxImageMetadata[] | null = null - - if (isComfyBoxImageMetadata(param)) { - meta = [param]; - } - else if (Array.isArray(param) && param.every(isComfyBoxImageMetadata)) { - meta = param - } - else if (isComfyExecutionResult(param)) { - meta = executionResultToImageMetadata(param); - } - else if (isComfyImageLocation(param)) { - meta = [comfyFileToComfyBoxMetadata(param)] - } - else if (Array.isArray(param) && param.every(isComfyImageLocation)) { - meta = param.map(comfyFileToComfyBoxMetadata) - } - - return meta; -} - -export function parseWhateverIntoComfyImageLocations(param: any): ComfyImageLocation[] | null { - const meta = parseWhateverIntoImageMetadata(param); - if (!Array.isArray(meta)) - return null - - return meta.map(m => m.comfyUIFile); -} - -export function comfyBoxImageToComfyFile(image: ComfyBoxImageMetadata): ComfyImageLocation { - return image.comfyUIFile -} - -export function comfyBoxImageToComfyURL(image: ComfyBoxImageMetadata): string { - return convertComfyOutputToComfyURL(image.comfyUIFile) -} - -export function comfyURLToComfyFile(urlString: string): ComfyImageLocation | null { - const url = new URL(urlString); - const params = new URLSearchParams(url.search); - const filename = params.get("filename") - const type = params.get("type") as ComfyUploadImageType; - const subfolder = params.get("subfolder") || "" - - // If at least filename and type exist then we're good - if (filename != null && type != null) { - return { filename, type, subfolder } - } - - return null; -} - -export function showLightbox(images: string[], index: number, e: Event) { - e.preventDefault() - if (!images) - return - - ImageViewer.instance.showModal(images, index); - - e.stopPropagation() -} - -export function getLitegraphType(param: any): SlotType | null { - if (param == null) - return null; - - switch (typeof param) { - case "string": - return "string" - case "number": - case "bigint": - return "number" - case "boolean": - return "boolean" - case "object": - if (isComfyBoxImageMetadata(param)) { - return "COMFYBOX_IMAGE" - } - else if (isComfyBoxImageMetadataArray(param)) { - return "COMFYBOX_IMAGES" - } - return null; - case "symbol": - case "undefined": - case "function": - default: - return null; - } -} +import { type WidgetLayout, type WritableLayoutStateStore } from "$lib/stores/layoutStates"; +import selectionState from "$lib/stores/selectionState"; +import type { FileData as GradioFileData } from "@gradio/upload"; +import { Subgraph, type LGraph, type LGraphNode, type LLink, type SerializedLGraph, type UUID, type NodeID, type SlotType } from "@litegraph-ts/core"; +import { get } from "svelte/store"; +import type { ComfyNodeID } from "./api"; +import { type SerializedPrompt } from "./components/ComfyApp"; +import workflowState from "./stores/workflowState"; +import { ImageViewer } from "./ImageViewer"; + +export function clamp(n: number, min: number, max: number): number { + if (max <= min) + return min; + return Math.min(Math.max(n, min), max) +} + +export function negmod(n: number, m: number): number { + return ((n % m) + m) % m; +} + +export function range(size: number, startAt: number = 0): ReadonlyArray { + return [...Array(size).keys()].map(i => i + startAt); +} + +export function countNewLines(str: string): number { + return str.split(/\r\n|\r|\n/).length +} + +export function capitalize(str: string) { + return str.charAt(0).toUpperCase() + str.slice(1); +} + +export function basename(filepath: string): string { + const filename = filepath.split('/').pop().split('\\').pop(); + return filename.split('.').slice(0, -1).join('.'); +} + +export function truncateString(str: string, num: number): string { + if (num <= 0) + return "…"; + + if (str.length <= num) { + return str; + } + return str.slice(0, num) + "…"; +} + +export function* enumerate(iterable: Iterable): Iterable<[number, T]> { + let index = 0; + for (const value of iterable) { + yield [index++, value]; + } +} + +export function download(filename: string, text: string, type: string = "text/plain") { + const blob = new Blob([text], { type: type }); + const url = URL.createObjectURL(blob); + const a = document.createElement('a') + a.href = url + a.download = filename + document.body.appendChild(a) + a.click() + setTimeout(function() { + a.remove(); + window.URL.revokeObjectURL(url); + }, 0); +} + +export function startDrag(evt: MouseEvent, layoutState: WritableLayoutStateStore) { + const dragItemId: string = evt.target.dataset["dragItemId"]; + const ss = get(selectionState) + const ls = get(layoutState) + + if (evt.button !== 0) { + if (ss.currentSelection.length <= 1 && !ls.isMenuOpen) + ss.currentSelection = [dragItemId] + return; + } + + const item = ls.allItems[dragItemId].dragItem + + console.debug("startDrag", item) + + if (evt.ctrlKey) { + const index = ss.currentSelection.indexOf(item.id) + if (index === -1) + ss.currentSelection.push(item.id); + else + ss.currentSelection.splice(index, 1); + ss.currentSelection = ss.currentSelection; + } + else { + ss.currentSelection = [item.id] + } + ss.currentSelectionNodes = []; + for (const id of ss.currentSelection) { + const item = ls.allItems[id].dragItem + if (item.type === "widget") { + const node = (item as WidgetLayout).node; + if (node) { + ss.currentSelectionNodes.push(node) + } + } + } + + layoutState.set(ls) + selectionState.set(ss) + layoutState.notifyWorkflowModified(); +}; + +export function stopDrag(evt: MouseEvent, layoutState: WritableLayoutStateStore) { + layoutState.notifyWorkflowModified(); +}; + +export function graphToGraphVis(graph: LGraph): string { + let links: string[] = [] + let seenLinks = new Set() + let subgraphs: Record = {} + let subgraphNodes: Record = {} + let idToInt: Record = {} + let curId = 0; + + const convId = (id: number | UUID): number => { + if (idToInt[id] == null) { + idToInt[id] = curId++; + } + return idToInt[id]; + } + + const addLink = (node: LGraphNode, link: LLink): string => { + const nodeA = node.graph.getNodeById(link.origin_id) + const nodeB = node.graph.getNodeById(link.target_id); + seenLinks.add(link.id) + return ` "${convId(nodeA.id)}_${nodeA.title}" -> "${convId(nodeB.id)}_${nodeB.title}";\n`; + } + + for (const node of graph.iterateNodesInOrderRecursive()) { + for (let [index, input] of enumerate(node.iterateInputInfo())) { + const link = node.getInputLink(index); + if (link && !seenLinks.has(link.id)) { + const linkText = addLink(node, link) + if (node.graph != graph) { + subgraphs[node.graph._subgraph_node.id] ||= [node.graph._subgraph_node, []] + subgraphs[node.graph._subgraph_node.id][1].push(linkText) + subgraphNodes[node.graph._subgraph_node.id] = node.graph._subgraph_node + } + else { + links.push(linkText) + } + } + } + for (let [index, output] of enumerate(node.iterateOutputInfo())) { + for (const link of node.getOutputLinks(index)) { + if (!seenLinks.has(link.id)) { + const linkText = addLink(node, link) + if (node.graph != graph) { + subgraphs[node.graph._subgraph_node.id] ||= [node.graph._subgraph_node, []] + subgraphs[node.graph._subgraph_node.id][1].push(linkText) + subgraphNodes[node.graph._subgraph_node.id] = node.graph._subgraph_node + } + else { + links.push(linkText) + } + } + } + } + } + + let out = "digraph {\n" + out += ' fontname="Helvetica,Arial,sans-serif"\n' + out += ' node [fontname="Helvetica,Arial,sans-serif"]\n' + out += ' edge [fontname="Helvetica,Arial,sans-serif"]\n' + out += ' node [shape=box style=filled fillcolor="#DDDDDD"]\n' + + for (const [subgraph, links] of Object.values(subgraphs)) { + // Subgraph name has to be prefixed with "cluster" to show up as a cluster... + out += ` subgraph cluster_subgraph_${convId(subgraph.id)} {\n` + out += ` label="${convId(subgraph.id)}_${subgraph.title}";\n`; + out += " color=red;\n"; + // out += " style=grey;\n"; + out += " " + links.join(" ") + out += " }\n" + } + + out += links.join("") + + out += "}" + return out +} + +export function workflowToGraphVis(workflow: SerializedLGraph): string { + let out = "digraph {\n" + + for (const link of workflow.links) { + const nodeA = workflow.nodes.find(n => n.id === link[1]) + const nodeB = workflow.nodes.find(n => n.id === link[3]) + out += `"${link[1]}_${nodeA.title}" -> "${link[3]}_${nodeB.title}"\n`; + } + + out += "}" + return out +} + +export function promptToGraphVis(prompt: SerializedPrompt): string { + let out = "digraph {\n" + + const ids: Record = {} + let nextID = 0; + + for (const pair of Object.entries(prompt.output)) { + const [id, o] = pair; + if (ids[id] == null) + ids[id] = nextID++; + + if ("class_type" in o) { + for (const pair2 of Object.entries(o.inputs)) { + const [inpName, i] = pair2; + + if (Array.isArray(i) && i.length === 2 && typeof i[0] === "string" && typeof i[1] === "number") { + // Link + const [inpID, inpSlot] = i; + if (ids[inpID] == null) + ids[inpID] = nextID++; + + const inpNode = prompt.output[inpID] + if (inpNode) { + out += `"${ids[inpID]}_${inpNode.class_type}" -> "${ids[id]}_${o.class_type}"\n` + } + } + else { + const value = String(i).substring(0, 20) + // Value + out += `"${ids[id]}-${inpName}-${value}" -> "${ids[id]}_${o.class_type}"\n` + } + } + } + } + + out += "}" + return out +} + +export function getNodeInfo(nodeId: ComfyNodeID): string { + const workflow = workflowState.getWorkflowByNodeID(nodeId); + if (workflow == null) + return nodeId; + + const title = workflow.graph?.getNodeByIdRecursive(nodeId)?.title; + if (title == null) + return nodeId; + + const displayNodeID = nodeId ? (nodeId.split("-")[0]) : String(nodeId); + return title + " (" + displayNodeID + ")" +} + +export const debounce = (callback: Function, wait = 250) => { + let timeout: NodeJS.Timeout | null = null; + return (...args: Array) => { + const next = () => callback(...args); + if (timeout) clearTimeout(timeout); + + timeout = setTimeout(next, wait); + }; +}; + +export function convertComfyOutputToGradio(output: SerializedPromptOutput): GradioFileData[] { + return output.images.map(convertComfyOutputEntryToGradio); +} + +export function convertComfyOutputEntryToGradio(r: ComfyImageLocation): GradioFileData { + const url = `http://${location.hostname}:8188` // TODO make configurable + const params = new URLSearchParams(r) + const fileData: GradioFileData = { + name: r.filename, + orig_name: r.filename, + is_file: false, + data: url + "/view?" + params + } + return fileData +} + +export function convertComfyOutputToComfyURL(output: string | ComfyImageLocation): string { + if (typeof output === "string") + return output; + + const params = new URLSearchParams(output) + const url = `http://${location.hostname}:8188` // TODO make configurable + return url + "/view?" + params +} + +export function convertGradioFileDataToComfyURL(image: GradioFileData, type: ComfyUploadImageType = "input"): string { + const baseUrl = `http://${location.hostname}:8188` // TODO make configurable + const params = new URLSearchParams({ filename: image.name, subfolder: "", type }) + return `${baseUrl}/view?${params}` +} + +export function convertGradioFileDataToComfyOutput(fileData: GradioFileData, type: ComfyUploadImageType = "input"): ComfyImageLocation { + if (!fileData.is_file) + throw "Can't convert blob data to comfy output!" + + return { + filename: fileData.name, + subfolder: "", + type + } +} + +export function convertFilenameToComfyURL(filename: string, + subfolder: string = "", + type: "input" | "output" | "temp" = "output"): string { + const params = new URLSearchParams({ + filename, + subfolder, + type + }) + const url = `http://${location.hostname}:8188` // TODO make configurable + return url + "/view?" + params +} + +export function jsonToJsObject(json: string): string { + // Try to parse, to see if it's real JSON + JSON.parse(json); + + const regex = /\"([^"]+)\":/g; + const hyphenRegex = /-([a-z])/g; + + return json.replace(regex, match => { + return match + .replace(hyphenRegex, g => g[1].toUpperCase()) + .replace(regex, "$1:"); + }); +} + +export type ComfyUploadImageType = "output" | "input" | "temp" + +export interface ComfyUploadImageAPIResponse { + name: string, // Yes this is different from the "executed" event args + subfolder: string, + type: ComfyUploadImageType +} + +/* + * Uploads an image into ComfyUI's `input` folder. + */ +export async function uploadImageToComfyUI(blob: Blob, filename: string, type: ComfyUploadImageType, subfolder: string = "", overwrite: boolean = false): Promise { + console.debug("[utils] Uploading image to ComfyUI", filename, blob.size) + + const url = `http://${location.hostname}:8188` // TODO make configurable + + const formData = new FormData(); + formData.append("image", blob, filename); + formData.set("type", type) + formData.set("subfolder", subfolder) + formData.set("overwrite", String(overwrite)) + + const req = new Request(url + "/upload/image", { + body: formData, + method: 'POST' + }); + + return fetch(req) + .then((r) => r.json()) + .then((resp) => { + return { + filename: resp.name, + subfolder: resp.subfolder, + type: resp.type + } + }); +} + +/** Raw output as received from ComfyUI's backend */ +export interface SerializedPromptOutput { + // Technically this response can contain arbitrary data, but "images" is the + // most frequently used as it's output by LoadImage and PreviewImage, the + // only two output nodes in base ComfyUI. + images: ComfyImageLocation[] | null, + + /* + * Other data + */ + [key: string]: any +} + +/** Raw output entry as received from ComfyUI's backend */ +export type ComfyImageLocation = { + /* Filename with extension in the subfolder. */ + filename: string, + /* Subfolder in the containing folder. */ + subfolder: string, + /* Base ComfyUI folder where the image is located. */ + type: ComfyUploadImageType +} + +/* + * Convenient type for passing around image filepaths and their metadata with + * wires. Needs to be converted to a filename for use with LoadImage. + * + * Litegraph type is COMFYBOX_IMAGE. The array type is COMFYBOX_IMAGES. + */ +export type ComfyBoxImageMetadata = { + /* For easy structural type detection */ + isComfyBoxImageMetadata: true, + /* Pointer to where this image resides in ComfyUI. */ + comfyUIFile: ComfyImageLocation, + /* Readable name of the image. */ + name: string + /* Tags applicable to this image, like ["mask"]. */ + tags: string[], + /* Image width. */ + width?: number, + /* Image height. */ + height?: number, +} + +export function isComfyBoxImageMetadata(value: any): value is ComfyBoxImageMetadata { + return value && typeof value === "object" && (value as any).isComfyBoxImageMetadata; +} + +export function isComfyBoxImageMetadataArray(value: any): value is ComfyBoxImageMetadata[] { + return Array.isArray(value) && value.every(isComfyBoxImageMetadata); +} + +export function isComfyExecutionResult(value: any): value is SerializedPromptOutput { + return value && typeof value === "object" && Array.isArray(value.images) +} + +export function filenameToComfyBoxMetadata(filename: string, type: ComfyUploadImageType, subfolder: string = ""): ComfyBoxImageMetadata { + return { + isComfyBoxImageMetadata: true, + comfyUIFile: { + filename, + subfolder, + type + }, + name: "Filename", + tags: [], + } +} + +export function comfyFileToComfyBoxMetadata(comfyUIFile: ComfyImageLocation): ComfyBoxImageMetadata { + return { + isComfyBoxImageMetadata: true, + comfyUIFile, + name: "File", + tags: [], + } +} + +/* + * Converts a ComfyUI file into an annotated filepath. Backend nodes like + * LoadImage support syntax like "subfolder/image.png [output]" to specify which + * image folder to load from. + */ +export function comfyFileToAnnotatedFilepath(comfyUIFile: ComfyImageLocation): string { + let path = "" + if (comfyUIFile.subfolder != "") + path = comfyUIFile.subfolder + "/"; + + path += `${comfyUIFile.filename} [${comfyUIFile.type}]` + return path; +} + +export function executionResultToImageMetadata(result: SerializedPromptOutput): ComfyBoxImageMetadata[] { + return result.images.map(comfyFileToComfyBoxMetadata) +} + +export function isComfyImageLocation(param: any): param is ComfyImageLocation { + return param != null && typeof param === "object" + && typeof param.filename === "string" + && typeof param.type === "string" +} + +export function parseWhateverIntoImageMetadata(param: any): ComfyBoxImageMetadata[] | null { + let meta: ComfyBoxImageMetadata[] | null = null + + if (isComfyBoxImageMetadata(param)) { + meta = [param]; + } + else if (Array.isArray(param) && param.every(isComfyBoxImageMetadata)) { + meta = param + } + else if (isComfyExecutionResult(param)) { + meta = executionResultToImageMetadata(param); + } + else if (isComfyImageLocation(param)) { + meta = [comfyFileToComfyBoxMetadata(param)] + } + else if (Array.isArray(param) && param.every(isComfyImageLocation)) { + meta = param.map(comfyFileToComfyBoxMetadata) + } + + return meta; +} + +export function parseWhateverIntoComfyImageLocations(param: any): ComfyImageLocation[] | null { + const meta = parseWhateverIntoImageMetadata(param); + if (!Array.isArray(meta)) + return null + + return meta.map(m => m.comfyUIFile); +} + +export function comfyBoxImageToComfyFile(image: ComfyBoxImageMetadata): ComfyImageLocation { + return image.comfyUIFile +} + +export function comfyBoxImageToComfyURL(image: ComfyBoxImageMetadata): string { + return convertComfyOutputToComfyURL(image.comfyUIFile) +} + +export function comfyURLToComfyFile(urlString: string): ComfyImageLocation | null { + const url = new URL(urlString); + const params = new URLSearchParams(url.search); + const filename = params.get("filename") + const type = params.get("type") as ComfyUploadImageType; + const subfolder = params.get("subfolder") || "" + + // If at least filename and type exist then we're good + if (filename != null && type != null) { + return { filename, type, subfolder } + } + + return null; +} + +export function showLightbox(images: string[], index: number, e: Event) { + e.preventDefault() + if (!images) + return + + ImageViewer.instance.showModal(images, index); + + e.stopPropagation() +} + +export function getLitegraphType(param: any): SlotType | null { + if (param == null) + return null; + + switch (typeof param) { + case "string": + return "string" + case "number": + case "bigint": + return "number" + case "boolean": + return "boolean" + case "object": + if (isComfyBoxImageMetadata(param)) { + return "COMFYBOX_IMAGE" + } + else if (isComfyBoxImageMetadataArray(param)) { + return "COMFYBOX_IMAGES" + } + return null; + case "symbol": + case "undefined": + case "function": + default: + return null; + } +} diff --git a/src/lib/widgets/ImageUploadWidget.svelte b/src/lib/widgets/ImageUploadWidget.svelte index 7c9b72a..f381361 100644 --- a/src/lib/widgets/ImageUploadWidget.svelte +++ b/src/lib/widgets/ImageUploadWidget.svelte @@ -15,6 +15,7 @@ import NumberInput from "$lib/components/NumberInput.svelte"; import type { ComfyImageEditorNode } from "$lib/nodes/widgets"; import { ImageViewer } from "$lib/ImageViewer"; + import { generateBlankCanvas, generateImageCanvas } from "./utils"; export let widget: WidgetLayout | null = null; export let isMobile: boolean = false; @@ -55,42 +56,6 @@ showModal = false; } - function generateBlankCanvas(width: number, height: number, fill: string = "#fff"): HTMLCanvasElement { - const canvas = document.createElement('canvas'); - canvas.width = width; - canvas.height = height; - const ctx = canvas.getContext('2d'); - ctx.save(); - ctx.fillStyle = fill, - ctx.fillRect(0, 0, canvas.width, canvas.height); - ctx.restore(); - return canvas; - } - - async function loadImage(imageURL: string): Promise { - return new Promise((resolve) => { - const e = new Image(); - e.setAttribute('crossorigin', 'anonymous'); // Don't taint the canvas from loading files on-disk - e.addEventListener("load", () => { resolve(e); }); - e.src = imageURL; - return e; - }); - } - - async function generateImageCanvas(imageURL: string): Promise<[HTMLCanvasElement, number, number]> { - const image = await loadImage(imageURL); - const canvas = document.createElement('canvas'); - canvas.width = image.width; - canvas.height = image.height; - const ctx = canvas.getContext('2d'); - ctx.save(); - ctx.fillStyle = "rgba(255, 255, 255, 0.0)"; - ctx.fillRect(0, 0, canvas.width, canvas.height); - ctx.drawImage(image, 0, 0); - ctx.restore(); - return [canvas, image.width, image.height]; - } - const FILENAME: string = "ComfyUITemp.png"; const SUBFOLDER: string = "ComfyBox_Editor"; const DIRECTORY: ComfyUploadImageType = "input"; diff --git a/src/lib/widgets/MultiRegionWidget.svelte b/src/lib/widgets/MultiRegionWidget.svelte new file mode 100644 index 0000000..2cf8cfb --- /dev/null +++ b/src/lib/widgets/MultiRegionWidget.svelte @@ -0,0 +1,616 @@ + + + + +{#key node?.properties.canvasWidth} + + {#if widget?.attrs.title} + {@const label = widget.attrs.title} + + {/if} + {#if showWidget} + {@const selectedBBox = $nodeValue[selectedIndex]} +
+
+ +
+
+ {#each displayBoxes as dBox, i} + {@const selected = selectedIndex === i} +
onBoxMouseDown(e, i)} + > + + Warning: Region very large! + +
+ {/each} +
+
+ {#if selectedBBox} + + + updateSelectedIndex(e.detail)} + on:release={updateValue} + /> + + + updateX(e.detail)} + on:release={updateValue} + /> + updateWidth(e.detail)} + on:release={updateValue} + /> + + + updateY(e.detail)} + on:release={updateValue} + /> + updateHeight(e.detail)} + on:release={updateValue} + /> + + {#if hasImage} + + + + {/if} + + {/if} + {:else} +
+ (No regions) +
+ {/if} + +{/key} + + diff --git a/src/lib/widgets/utils.ts b/src/lib/widgets/utils.ts index bb1458f..dcfbc4d 100644 --- a/src/lib/widgets/utils.ts +++ b/src/lib/widgets/utils.ts @@ -36,3 +36,39 @@ export function isHidden(widget: IDragItem) { return false; } + +export function generateBlankCanvas(width: number, height: number, fill: string = "#fff"): HTMLCanvasElement { + const canvas = document.createElement('canvas'); + canvas.width = width; + canvas.height = height; + const ctx = canvas.getContext('2d'); + ctx.save(); + ctx.fillStyle = fill, + ctx.fillRect(0, 0, canvas.width, canvas.height); + ctx.restore(); + return canvas; +} + +export async function loadImage(imageURL: string): Promise { + return new Promise((resolve) => { + const e = new Image(); + e.setAttribute('crossorigin', 'anonymous'); // Don't taint the canvas from loading files on-disk + e.addEventListener("load", () => { resolve(e); }); + e.src = imageURL; + return e; + }); +} + +export async function generateImageCanvas(imageURL: string): Promise<[HTMLCanvasElement, number, number]> { + const image = await loadImage(imageURL); + const canvas = document.createElement('canvas'); + canvas.width = image.width; + canvas.height = image.height; + const ctx = canvas.getContext('2d'); + ctx.save(); + ctx.fillStyle = "rgba(255, 255, 255, 0.0)"; + ctx.fillRect(0, 0, canvas.width, canvas.height); + ctx.drawImage(image, 0, 0); + ctx.restore(); + return [canvas, image.width, image.height]; +}