From cb9e8540a0f54875b9280644ef2559c5f95317a4 Mon Sep 17 00:00:00 2001 From: space-nuko <24979496+space-nuko@users.noreply.github.com> Date: Sat, 27 May 2023 20:37:22 -0500 Subject: [PATCH] Mask canvas for masked img2img --- public/workflows/img2imgMasked.json | 4466 +++++++++++++++++ src/lib/components/ComfyApp.ts | 1 + src/lib/components/ImageUpload.svelte | 55 +- src/lib/components/MaskCanvas.svelte | 635 +++ src/lib/nodes/ComfyPickImageNode.ts | 59 +- src/lib/nodes/widgets/ComfyImageUploadNode.ts | 12 +- src/lib/stores/layoutStates.ts | 13 + src/lib/utils.ts | 78 + src/lib/widgets/ImageUploadWidget.svelte | 331 +- 9 files changed, 5415 insertions(+), 235 deletions(-) create mode 100644 public/workflows/img2imgMasked.json create mode 100644 src/lib/components/MaskCanvas.svelte diff --git a/public/workflows/img2imgMasked.json b/public/workflows/img2imgMasked.json new file mode 100644 index 0000000..a8c4ed5 --- /dev/null +++ b/public/workflows/img2imgMasked.json @@ -0,0 +1,4466 @@ +{ 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b/src/lib/components/ComfyApp.ts index 9f905be..a673558 100644 --- a/src/lib/components/ComfyApp.ts +++ b/src/lib/components/ComfyApp.ts @@ -997,6 +997,7 @@ export default class ComfyApp { if ("getPromptThumbnails" in node) { const thumbsToAdd = (node as ComfyGraphNode).getPromptThumbnails(); + console.warn("THUMBNAILS", thumbsToAdd) if (thumbsToAdd) thumbnails.push(...thumbsToAdd) } diff --git a/src/lib/components/ImageUpload.svelte b/src/lib/components/ImageUpload.svelte index 7934b08..224ad73 100644 --- a/src/lib/components/ImageUpload.svelte +++ b/src/lib/components/ImageUpload.svelte @@ -3,7 +3,7 @@ import type { ComfyImageLocation } from "$lib/nodes/ComfyWidgetNodes"; import notify from "$lib/notify"; import configState from "$lib/stores/configState"; - import { convertComfyOutputEntryToGradio, convertComfyOutputToComfyURL, type ComfyUploadImageAPIResponse } from "$lib/utils"; + import { batchUploadFilesToComfyUI, convertComfyOutputToComfyURL, type ComfyBatchUploadResult } from "$lib/utils"; import { Block, BlockLabel } from "@gradio/atoms"; import { File as FileIcon } from "@gradio/icons"; import type { FileData as GradioFileData } from "@gradio/upload"; @@ -59,55 +59,10 @@ dispatch("image_clicked") } - interface GradioUploadResponse { - error?: string; - files?: Array; - } - - async function upload_files(root: string, files: Array): Promise { - console.debug("UPLOADILFES", root, files); - + async function upload_files(files: Array): Promise { + console.debug("UPLOADFILES", files); dispatch("uploading") - - const url = configState.getBackendURL(); - - const requests = files.map(async (file) => { - const formData = new FormData(); - formData.append("image", file, file.name); - return fetch(new Request(url + "/upload/image", { - body: formData, - method: 'POST' - })) - .then(r => r.json()) - .catch(error => error); - }); - - return Promise.all(requests) - .then( (results) => { - const errors = [] - const files = [] - - for (const r of results) { - if (r instanceof Error) { - errors.push(r.toString()) - } - else { - // bare filename of image - const resp = r as ComfyUploadImageAPIResponse; - files.push({ - filename: resp.name, - subfolder: "", - type: "input" - }) - } - } - - let error = null; - if (errors && errors.length > 0) - error = "Upload error(s):\n" + errors.join("\n"); - - return { error, files } - }) + return batchUploadFilesToComfyUI(files); } $: { @@ -144,7 +99,7 @@ ); let upload_value = _value; pending_upload = true; - upload_files(root, files).then((response) => { + upload_files(files).then((response) => { if (JSON.stringify(upload_value) !== JSON.stringify(_value)) { // value has changed since upload started console.error("[ImageUpload] value has changed since upload started", upload_value, _value) diff --git a/src/lib/components/MaskCanvas.svelte b/src/lib/components/MaskCanvas.svelte new file mode 100644 index 0000000..6ad0cb6 --- /dev/null +++ b/src/lib/components/MaskCanvas.svelte @@ -0,0 +1,635 @@ + + + + + + +
+ {#if !isImageLoaded} +
+ (empty) +
+ {:else} +
+
+
+ {#if original} + {@const showOriginal = !clipMask} + + {/if} +
+ +
+
+ {/if} + {#if isImageLoaded && isBrushShowing && !isPanning} +
+ {/if} +
+ + + + + +
{clipMask = !clipMask; updateMaskImage()}}> + +
+
{toggleFullscreen()}}> + {#if fullscreen} + + {:else} + + {/if} +
+
+
+ + diff --git a/src/lib/nodes/ComfyPickImageNode.ts b/src/lib/nodes/ComfyPickImageNode.ts index 2253a28..c314a79 100644 --- a/src/lib/nodes/ComfyPickImageNode.ts +++ b/src/lib/nodes/ComfyPickImageNode.ts @@ -1,8 +1,17 @@ import { LiteGraph, type ITextWidget, type SlotLayout, type INumberWidget } from "@litegraph-ts/core"; -import ComfyGraphNode from "./ComfyGraphNode"; +import ComfyGraphNode, { type ComfyGraphNodeProperties } from "./ComfyGraphNode"; import { comfyFileToAnnotatedFilepath, type ComfyBoxImageMetadata } from "$lib/utils"; +export interface ComfyPickImageProperties extends ComfyGraphNodeProperties { + imageTagFilter: string +} + export default class ComfyPickImageNode extends ComfyGraphNode { + override properties: ComfyPickImageProperties = { + tags: [], + imageTagFilter: "" + } + static slotLayout: SlotLayout = { inputs: [ { name: "images", type: "COMFYBOX_IMAGES,COMFYBOX_IMAGE" }, @@ -13,57 +22,87 @@ export default class ComfyPickImageNode extends ComfyGraphNode { { name: "filename", type: "string" }, { name: "width", type: "number" }, { name: "height", type: "number" }, + { name: "children", type: "COMFYBOX_IMAGES" }, ] } + tagFilterWidget: ITextWidget; filepathWidget: ITextWidget; folderWidget: ITextWidget; widthWidget: INumberWidget; heightWidget: INumberWidget; + tagsWidget: ITextWidget; + childrenWidget: INumberWidget; constructor(title?: string) { super(title) + this.tagFilterWidget = this.addWidget("text", "Tag Filter", this.properties.imageTagFilter, "imageTagFilter") + this.filepathWidget = this.addWidget("text", "File", "") + this.filepathWidget.disabled = true; this.folderWidget = this.addWidget("text", "Folder", "") + this.folderWidget.disabled = true; this.widthWidget = this.addWidget("number", "Width", 0) + this.widthWidget.disabled = true; this.heightWidget = this.addWidget("number", "Height", 0) - for (const widget of this.widgets) - widget.disabled = true; + this.heightWidget.disabled = true; + this.tagsWidget = this.addWidget("text", "Tags", "") + this.tagsWidget.disabled = true; + this.childrenWidget = this.addWidget("number", "# of Children", 0) + this.childrenWidget.disabled = true; } _value: ComfyBoxImageMetadata[] | null = null; _image: ComfyBoxImageMetadata | null = null; _path: string | null = null; - _index: number = 0; + _index: number | null = null; private setValue(value: ComfyBoxImageMetadata[] | ComfyBoxImageMetadata | null, index: number) { if (value != null && !Array.isArray(value)) { value = [value] index = 0; } - const changed = this._value != value || this._index != index; this._value = value as ComfyBoxImageMetadata[]; this._index = index; + let image: ComfyBoxImageMetadata | null = null; + if (value && this._index != null && value[this._index] != null) { + image = value[this._index]; + } + + const changed = this._value != value || this._index != index || this._image != image; + if (changed) { - if (value && value[this._index] != null) { - this._image = value[this._index] + if (image) { + this._image = image + this._image.children ||= [] + this._image.tags ||= [] + this._path = comfyFileToAnnotatedFilepath(this._image.comfyUIFile); this.filepathWidget.value = this._image.comfyUIFile.filename this.folderWidget.value = this._image.comfyUIFile.type + this.childrenWidget.value = this._image.children.length + this.tagsWidget.value = this._image.tags.join(", ") } else { this._image = null; this._path = null; this.filepathWidget.value = "(None)" this.folderWidget.value = "" + this.childrenWidget.value = 0 + this.tagsWidget.value = "" } - console.log("SET", value, this._image, this._path) + + console.log("SET", value, this._image, this._path, this.properties.imageTagFilter) } } override onExecute() { const data = this.getInputData(0) - const index = this.getInputData(1) || 0 + let index = this.getInputData(1); + if (this.properties.imageTagFilter && Array.isArray(data)) + index = data.findIndex(i => i.tags?.includes(this.properties.imageTagFilter)) + else + index = 0; this.setValue(data, index); if (this._image == null) { @@ -71,6 +110,7 @@ export default class ComfyPickImageNode extends ComfyGraphNode { this.setOutputData(1, null) this.setOutputData(2, 0) this.setOutputData(3, 0) + this.setOutputData(4, null) this.widthWidget.value = 0 this.heightWidget.value = 0 @@ -80,6 +120,7 @@ export default class ComfyPickImageNode extends ComfyGraphNode { this.setOutputData(1, this._path); this.setOutputData(2, this._image.width); this.setOutputData(3, this._image.height); + this.setOutputData(4, this._image.children); // XXX: image size doesn't load until the element is ready on // the page so this can come after several frames' worth of diff --git a/src/lib/nodes/widgets/ComfyImageUploadNode.ts b/src/lib/nodes/widgets/ComfyImageUploadNode.ts index ea8e502..eee73b4 100644 --- a/src/lib/nodes/widgets/ComfyImageUploadNode.ts +++ b/src/lib/nodes/widgets/ComfyImageUploadNode.ts @@ -8,12 +8,14 @@ import ComfyWidgetNode from "./ComfyWidgetNode"; import { get, writable, type Writable } from "svelte/store"; export interface ComfyImageUploadNodeProperties extends ComfyWidgetProperties { + maskCount: number } export default class ComfyImageUploadNode extends ComfyWidgetNode { properties: ComfyImageUploadNodeProperties = { defaultValue: [], tags: [], + maskCount: 0 } static slotLayout: SlotLayout = { @@ -39,13 +41,21 @@ export default class ComfyImageUploadNode extends ComfyWidgetNode 0) { value[0].width = get(this.imgWidth) value[0].height = get(this.imgHeight) + + // NOTE: assumes masks will have the same image size as the parent image! + for (const child of value[0].children) { + child.width = get(this.imgWidth) + child.height = get(this.imgHeight) + } } + + super.onExecute(param, options); } override parseValue(value: any): ComfyBoxImageMetadata[] { diff --git a/src/lib/stores/layoutStates.ts b/src/lib/stores/layoutStates.ts index 1c21522..2149c19 100644 --- a/src/lib/stores/layoutStates.ts +++ b/src/lib/stores/layoutStates.ts @@ -616,6 +616,19 @@ const ALL_ATTRIBUTES: AttributesSpecList = [ defaultValue: true }, + // ImageUpload + { + name: "maskCount", + type: "number", + location: "nodeProps", + editable: true, + validNodeTypes: ["ui/image_upload"], + defaultValue: 0, + min: 0, + max: 8, + step: 1 + }, + // Radio { name: "defaultValue", diff --git a/src/lib/utils.ts b/src/lib/utils.ts index 87303df..559349d 100644 --- a/src/lib/utils.ts +++ b/src/lib/utils.ts @@ -75,6 +75,13 @@ export function download(filename: string, text: string, type: string = "text/pl }, 0); } +export function downloadCanvas(canvas: HTMLCanvasElement, filename: string, type: string = "image/png") { + var link = document.createElement('a'); + link.download = filename; + link.href = canvas.toDataURL(type); + link.click(); +} + export const MAX_LOCAL_STORAGE_MB = 5; export function getLocalStorageUsedMB(): number { @@ -434,6 +441,8 @@ export type ComfyBoxImageMetadata = { width?: number, /* Image height. */ height?: number, + /* Child images associated with this image, like masks. */ + children: ComfyBoxImageMetadata[] } export function isComfyBoxImageMetadata(value: any): value is ComfyBoxImageMetadata { @@ -458,6 +467,7 @@ export function filenameToComfyBoxMetadata(filename: string, type: ComfyUploadIm }, name: "Filename", tags: [], + children: [] } } @@ -467,6 +477,7 @@ export function comfyFileToComfyBoxMetadata(comfyUIFile: ComfyImageLocation): Co comfyUIFile, name: "File", tags: [], + children: [] } } @@ -628,3 +639,70 @@ export function playSound(sound: string) { const audio = new Audio(url); audio.play(); } + +export interface ComfyBatchUploadResult { + error?: string; + files: Array; +} + +export type ComfyBatchBlob = { + blob: Blob, + filename: string, + overwrite?: boolean +} + +export async function batchUploadFilesToComfyUI(files: Array): Promise { + const blobs = files.map(f => { return { blob: f, filename: f.name } }) + return batchUploadBlobsToComfyUI(blobs) +} + +export async function batchUploadBlobsToComfyUI(blobs: ComfyBatchBlob[]): Promise { + const url = configState.getBackendURL(); + + const requests = blobs.map(async (blob) => { + const formData = new FormData(); + formData.append("image", blob.blob, blob.filename); + if (blob.overwrite) { + formData.append("overwrite", "true") + } + return fetch(new Request(url + "/upload/image", { + body: formData, + method: 'POST' + })) + .then(r => r.json()) + .catch(error => error); + }); + + return Promise.all(requests) + .then((results) => { + const errors = [] + const files = [] + + for (const r of results) { + if (r instanceof Error) { + errors.push(r.toString()) + } + else { + // bare filename of image + const resp = r as ComfyUploadImageAPIResponse; + files.push({ + filename: resp.name, + subfolder: "", + type: "input" + }) + } + } + + let error = null; + if (errors && errors.length > 0) + error = "Upload error(s):\n" + errors.join("\n"); + + return { error, files } + }) +} + +export function canvasToBlob(canvas: HTMLCanvasElement): Promise { + return new Promise(function(resolve) { + canvas.toBlob(resolve); + }); +} diff --git a/src/lib/widgets/ImageUploadWidget.svelte b/src/lib/widgets/ImageUploadWidget.svelte index a16f96b..2bc6c6a 100644 --- a/src/lib/widgets/ImageUploadWidget.svelte +++ b/src/lib/widgets/ImageUploadWidget.svelte @@ -3,46 +3,143 @@ import { Block } from "@gradio/atoms"; import { TextBox } from "@gradio/form"; import Row from "$lib/components/gradio/app/Row.svelte"; - import { get, writable, type Writable } from "svelte/store"; - import Modal from "$lib/components/Modal.svelte"; + import { writable, type Writable } from "svelte/store"; import { Button } from "@gradio/button"; - import { type Embed as Klecks } from "klecks"; - import "klecks/style/style.scss"; import ImageUpload from "$lib/components/ImageUpload.svelte"; - import { uploadImageToComfyUI, type ComfyBoxImageMetadata, comfyFileToComfyBoxMetadata, comfyBoxImageToComfyURL, comfyBoxImageToComfyFile, type ComfyUploadImageType, type ComfyImageLocation } from "$lib/utils"; - import configState from "$lib/stores/configState"; + import { + type ComfyBoxImageMetadata, + comfyFileToComfyBoxMetadata, + comfyBoxImageToComfyFile, + type ComfyImageLocation, + comfyBoxImageToComfyURL, + convertComfyOutputToComfyURL, + batchUploadBlobsToComfyUI, + canvasToBlob, + + basename + + } from "$lib/utils"; import notify from "$lib/notify"; - import NumberInput from "$lib/components/NumberInput.svelte"; - import type { ComfyImageEditorNode } from "$lib/nodes/widgets"; - import { ImageViewer } from "$lib/ImageViewer"; - import { generateBlankCanvas, generateImageCanvas } from "./utils"; + import { ImageViewer } from "$lib/ImageViewer"; + import MaskCanvas, { type MaskCanvasData } from "$lib/components/MaskCanvas.svelte"; + import type { ComfyImageUploadNode } from "$lib/nodes/widgets"; + import { tick } from "svelte"; export let widget: WidgetLayout | null = null; export let isMobile: boolean = false; - let node: ComfyImageEditorNode | null = null; + let node: ComfyImageUploadNode | null = null; let nodeValue: Writable | null = null; - let attrsChanged: Writable | null = null; let imgWidth: Writable = writable(0); let imgHeight: Writable = writable(0); + let maskCanvasComp: MaskCanvas | null = null; + let editMask: boolean = false; + $: widget && setNodeValue(widget); + let canMask = false; + $: canMask = (node?.properties?.maskCount || 0) > 0; + $: if (!canMask) clearMask(); + + function setNodeValue(widget: WidgetLayout) { if (widget) { - node = widget.node as ComfyImageEditorNode + node = widget.node as ComfyImageUploadNode nodeValue = node.value; - attrsChanged = widget.attrsChanged; imgWidth = node.imgWidth imgHeight = node.imgHeight status = $nodeValue && $nodeValue.length > 0 ? "uploaded" : "empty" } }; + let hasImage = false; + + $: hasImage = $nodeValue && $nodeValue.length > 0; + $: if (!hasImage) { + editMask = false; + } + + const MASK_FILENAME: string = "ComfyBoxMask.png" + + async function onMaskReleased(e: CustomEvent) { + const data = e.detail; + if (data.maskCanvas && data.hasMask) { + await saveMask(data.maskCanvas) + } + } + + async function saveMask(maskCanvas: HTMLCanvasElement) { + if (!canMask) { + notify("Mask editing is disabled for this widget.", { type: "warning" }) + return; + } + if (!maskCanvas) { + notify("No mask canvas!", { type: "warning" }) + return + } + if (!$nodeValue || $nodeValue.length === 0) { + notify("No image uploaded to apply mask to.", { type: "warning" }) + return + } + + const hadNoMask = $nodeValue[0].children.findIndex(i => i.tags?.includes("mask")) === -1; + const existFilename = $nodeValue[0].comfyUIFile.filename + const filename = existFilename ? `${basename(existFilename)}_mask.png` : MASK_FILENAME + + console.warn("[ImageUpload] UPLOAD MASK", filename) + + await canvasToBlob(maskCanvas) + .then(blob => batchUploadBlobsToComfyUI([{ + blob, + filename, + overwrite: true + }])) + .then(result => { + const meta = result.files.map(f => { + const m = comfyFileToComfyBoxMetadata(f) + m.tags = ["mask"] + m.width = maskCanvas.width; + m.height = maskCanvas.height; + return m; + }); + if ($nodeValue.length > 0) { + // TODO support multiple images? + $nodeValue[0].children = meta; + if (hadNoMask) { + notify("Uploaded mask successfully!", { type: "success" }) + } + } + else { + throw new Error("No image was uploaded yet.") + } + }) + .catch(error => { + notify(`Failed to upload mask to ComfyUI: ${error}`, { type: "error", timeout: 10000 }) + }) + } + + function clearMask() { + for (const image of $nodeValue) { + // TODO other child image types preserved here? + image.children = []; + } + if (maskCanvasComp) { + maskCanvasComp.clearStrokes(); + } + } + + async function toggleEditMask() { + editMask = !editMask; + await tick(); + if (maskCanvasComp) { + maskCanvasComp.recenterImage(); + } + } + let editorRoot: HTMLDivElement | null = null; let showModal = false; - let kl: Klecks | null = null; function disposeEditor() { console.warn("[ImageEditorWidget] CLOSING", widget, $nodeValue) @@ -53,100 +150,9 @@ } } - kl = null; showModal = false; } - const FILENAME: string = "ComfyUITemp.png"; - const SUBFOLDER: string = "ComfyBox_Editor"; - const DIRECTORY: ComfyUploadImageType = "input"; - - async function submitKlecksToComfyUI(onSuccess: () => void, onError: () => void) { - const blob = kl.getPNG(); - - status = "uploading" - - await uploadImageToComfyUI(blob, FILENAME, DIRECTORY, SUBFOLDER) - .then((entry: ComfyImageLocation) => { - const meta: ComfyBoxImageMetadata = comfyFileToComfyBoxMetadata(entry); - $nodeValue = [meta] // TODO more than one image - status = "uploaded" - notify("Saved image to ComfyUI!", { type: "success" }) - onSuccess(); - }) - .catch(err => { - notify(`Failed to upload image from editor: ${err}`, { type: "error", timeout: 10000 }) - status = "error" - uploadError = err; - $nodeValue = [] - onError(); - }) - } - - let closeDialog = null; - - async function saveAndClose() { - console.log(closeDialog, kl) - if (!closeDialog || !kl) - return; - - submitKlecksToComfyUI(() => {}, () => {}); - closeDialog() - } - - let blankImageWidth = 512; - let blankImageHeight = 512; - - let klecks: typeof import("klecks") | null = null; - - async function openImageEditor() { - if (!editorRoot) - return; - - showModal = true; - - const url = configState.getBackendURL(); - - klecks ||= await import("klecks"); - - kl = new klecks.Embed({ - embedUrl: url, - onSubmit: submitKlecksToComfyUI, - targetEl: editorRoot, - warnOnPageClose: false - }); - - console.warn("[ImageEditorWidget] OPENING", widget, $nodeValue) - - let canvas = null; - let width = blankImageWidth; - let height = blankImageHeight; - - if ($nodeValue && $nodeValue.length > 0) { - const comfyImage = $nodeValue[0]; - const comfyURL = comfyBoxImageToComfyURL(comfyImage); - [canvas, width, height] = await generateImageCanvas(comfyURL); - } - else { - canvas = generateBlankCanvas(width, height); - } - - kl.openProject({ - width: width, - height: height, - layers: [{ - name: 'Image', - opacity: 1, - mixModeStr: 'source-over', - image: canvas - }] - }); - - setTimeout(function () { - kl?.klApp?.out("yo"); - }, 1000); - } - function openLightbox() { if (!$nodeValue || $nodeValue.length === 0) return; @@ -189,9 +195,6 @@ notify(`Failed to upload image to ComfyUI: ${uploadError}`, { type: "error", timeout: 10000 }) } - function onChange(e: CustomEvent) { - } - let _value: ComfyImageLocation[] = [] $: if ($nodeValue) _value = $nodeValue.map(comfyBoxImageToComfyFile) @@ -199,6 +202,10 @@ _value = [] $: canEdit = status === "empty" || status === "uploaded"; + + + function onChange(e: CustomEvent) { + }
@@ -219,64 +226,50 @@ /> {:else}
- - -
-
- -
-
+ {#if _value && canMask} + {@const comfyURL = convertComfyOutputToComfyURL(_value[0])} +
+
-
- - -
- + {/if} +
+ +
- {#if !$nodeValue || $nodeValue.length === 0} + {#if hasImage} + {@const maskCount = $nodeValue[0] ? $nodeValue[0].children.filter(f => f.tags?.includes("mask")).length : 0} - - + {#if canMask}
- + {#if editMask} + + {/if} +
- {#if uploadError} -
- Upload error: {uploadError} -
- {/if} - - - - - - - {:else} - - + {/if}
- +
{#if uploadError}
@@ -291,25 +284,13 @@