ComfyUI/web/assets/index-B1vRdV2i.js

4599 lines
157 KiB
JavaScript

var __defProp = Object.defineProperty;
var __name = (target, value) => __defProp(target, "name", { value, configurable: true });
import { bV as ComfyDialog, bW as $el, bX as ComfyApp, c as app, k as LiteGraph, b2 as LGraphCanvas, bY as DraggableList, bf as useToastStore, bZ as serialise, aE as useNodeDefStore, b_ as deserialiseAndCreate, bH as api, L as LGraphGroup, b$ as KeyComboImpl, M as useKeybindingStore, F as useCommandStore, e as LGraphNode, c0 as ComfyWidgets, c1 as applyTextReplacements } from "./index-B6dYHNhg.js";
import { mergeIfValid, getWidgetConfig, setWidgetConfig } from "./widgetInputs-BJ21PG7d.js";
class ClipspaceDialog extends ComfyDialog {
static {
__name(this, "ClipspaceDialog");
}
static items = [];
static instance = null;
static registerButton(name, contextPredicate, callback) {
const item = $el("button", {
type: "button",
textContent: name,
contextPredicate,
onclick: callback
});
ClipspaceDialog.items.push(item);
}
static invalidatePreview() {
if (ComfyApp.clipspace && ComfyApp.clipspace.imgs && ComfyApp.clipspace.imgs.length > 0) {
const img_preview = document.getElementById(
"clipspace_preview"
);
if (img_preview) {
img_preview.src = ComfyApp.clipspace.imgs[ComfyApp.clipspace["selectedIndex"]].src;
img_preview.style.maxHeight = "100%";
img_preview.style.maxWidth = "100%";
}
}
}
static invalidate() {
if (ClipspaceDialog.instance) {
const self = ClipspaceDialog.instance;
const children = $el("div.comfy-modal-content", [
self.createImgSettings(),
...self.createButtons()
]);
if (self.element) {
if (self.element.firstChild) {
self.element.removeChild(self.element.firstChild);
}
self.element.appendChild(children);
} else {
self.element = $el("div.comfy-modal", { parent: document.body }, [
children
]);
}
if (self.element.children[0].children.length <= 1) {
self.element.children[0].appendChild(
$el("p", {}, [
"Unable to find the features to edit content of a format stored in the current Clipspace."
])
);
}
ClipspaceDialog.invalidatePreview();
}
}
constructor() {
super();
}
createButtons() {
const buttons = [];
for (let idx in ClipspaceDialog.items) {
const item = ClipspaceDialog.items[idx];
if (!item.contextPredicate || item.contextPredicate())
buttons.push(ClipspaceDialog.items[idx]);
}
buttons.push(
$el("button", {
type: "button",
textContent: "Close",
onclick: /* @__PURE__ */ __name(() => {
this.close();
}, "onclick")
})
);
return buttons;
}
createImgSettings() {
if (ComfyApp.clipspace?.imgs) {
const combo_items = [];
const imgs = ComfyApp.clipspace.imgs;
for (let i = 0; i < imgs.length; i++) {
combo_items.push($el("option", { value: i }, [`${i}`]));
}
const combo1 = $el(
"select",
{
id: "clipspace_img_selector",
onchange: /* @__PURE__ */ __name((event) => {
if (event.target && ComfyApp.clipspace) {
ComfyApp.clipspace["selectedIndex"] = event.target.selectedIndex;
ClipspaceDialog.invalidatePreview();
}
}, "onchange")
},
combo_items
);
const row1 = $el("tr", {}, [
$el("td", {}, [$el("font", { color: "white" }, ["Select Image"])]),
$el("td", {}, [combo1])
]);
const combo2 = $el(
"select",
{
id: "clipspace_img_paste_mode",
onchange: /* @__PURE__ */ __name((event) => {
if (event.target && ComfyApp.clipspace) {
ComfyApp.clipspace["img_paste_mode"] = event.target.value;
}
}, "onchange")
},
[
$el("option", { value: "selected" }, "selected"),
$el("option", { value: "all" }, "all")
]
);
combo2.value = ComfyApp.clipspace["img_paste_mode"];
const row2 = $el("tr", {}, [
$el("td", {}, [$el("font", { color: "white" }, ["Paste Mode"])]),
$el("td", {}, [combo2])
]);
const td = $el(
"td",
{ align: "center", width: "100px", height: "100px", colSpan: "2" },
[$el("img", { id: "clipspace_preview", ondragstart: /* @__PURE__ */ __name(() => false, "ondragstart") }, [])]
);
const row3 = $el("tr", {}, [td]);
return $el("table", {}, [row1, row2, row3]);
} else {
return [];
}
}
createImgPreview() {
if (ComfyApp.clipspace?.imgs) {
return $el("img", { id: "clipspace_preview", ondragstart: /* @__PURE__ */ __name(() => false, "ondragstart") });
} else return [];
}
show() {
const img_preview = document.getElementById("clipspace_preview");
ClipspaceDialog.invalidate();
this.element.style.display = "block";
}
}
app.registerExtension({
name: "Comfy.Clipspace",
init(app2) {
app2.openClipspace = function() {
if (!ClipspaceDialog.instance) {
ClipspaceDialog.instance = new ClipspaceDialog();
ComfyApp.clipspace_invalidate_handler = ClipspaceDialog.invalidate;
}
if (ComfyApp.clipspace) {
ClipspaceDialog.instance.show();
} else app2.ui.dialog.show("Clipspace is Empty!");
};
}
});
window.comfyAPI = window.comfyAPI || {};
window.comfyAPI.clipspace = window.comfyAPI.clipspace || {};
window.comfyAPI.clipspace.ClipspaceDialog = ClipspaceDialog;
const ext$1 = {
name: "Comfy.ContextMenuFilter",
init() {
const ctxMenu = LiteGraph.ContextMenu;
LiteGraph.ContextMenu = function(values, options) {
const ctx = new ctxMenu(values, options);
if (options?.className === "dark" && values?.length > 4) {
const filter = document.createElement("input");
filter.classList.add("comfy-context-menu-filter");
filter.placeholder = "Filter list";
ctx.root.prepend(filter);
const items = Array.from(
ctx.root.querySelectorAll(".litemenu-entry")
);
let displayedItems = [...items];
let itemCount = displayedItems.length;
requestAnimationFrame(() => {
const currentNode = LGraphCanvas.active_canvas.current_node;
const clickedComboValue = currentNode?.widgets?.filter(
(w) => w.type === "combo" && w.options.values?.length === values.length
).find(
(w) => w.options.values?.every((v, i) => v === values[i])
)?.value;
let selectedIndex = clickedComboValue ? values.findIndex((v) => v === clickedComboValue) : 0;
if (selectedIndex < 0) {
selectedIndex = 0;
}
let selectedItem = displayedItems[selectedIndex];
updateSelected();
function updateSelected() {
selectedItem?.style.setProperty("background-color", "");
selectedItem?.style.setProperty("color", "");
selectedItem = displayedItems[selectedIndex];
selectedItem?.style.setProperty(
"background-color",
"#ccc",
"important"
);
selectedItem?.style.setProperty("color", "#000", "important");
}
__name(updateSelected, "updateSelected");
const positionList = /* @__PURE__ */ __name(() => {
const rect = ctx.root.getBoundingClientRect();
if (rect.top < 0) {
const scale = 1 - ctx.root.getBoundingClientRect().height / ctx.root.clientHeight;
const shift = ctx.root.clientHeight * scale / 2;
ctx.root.style.top = -shift + "px";
}
}, "positionList");
filter.addEventListener("keydown", (event) => {
switch (event.key) {
case "ArrowUp":
event.preventDefault();
if (selectedIndex === 0) {
selectedIndex = itemCount - 1;
} else {
selectedIndex--;
}
updateSelected();
break;
case "ArrowRight":
event.preventDefault();
selectedIndex = itemCount - 1;
updateSelected();
break;
case "ArrowDown":
event.preventDefault();
if (selectedIndex === itemCount - 1) {
selectedIndex = 0;
} else {
selectedIndex++;
}
updateSelected();
break;
case "ArrowLeft":
event.preventDefault();
selectedIndex = 0;
updateSelected();
break;
case "Enter":
selectedItem?.click();
break;
case "Escape":
ctx.close();
break;
}
});
filter.addEventListener("input", () => {
const term = filter.value.toLocaleLowerCase();
displayedItems = items.filter((item) => {
const isVisible = !term || item.textContent?.toLocaleLowerCase().includes(term);
item.style.display = isVisible ? "block" : "none";
return isVisible;
});
selectedIndex = 0;
if (displayedItems.includes(selectedItem)) {
selectedIndex = displayedItems.findIndex(
(d) => d === selectedItem
);
}
itemCount = displayedItems.length;
updateSelected();
if (options.event) {
let top = options.event.clientY - 10;
const bodyRect = document.body.getBoundingClientRect();
const rootRect = ctx.root.getBoundingClientRect();
if (bodyRect.height && top > bodyRect.height - rootRect.height - 10) {
top = Math.max(0, bodyRect.height - rootRect.height - 10);
}
ctx.root.style.top = top + "px";
positionList();
}
});
requestAnimationFrame(() => {
filter.focus();
positionList();
});
});
}
return ctx;
};
LiteGraph.ContextMenu.prototype = ctxMenu.prototype;
}
};
app.registerExtension(ext$1);
function stripComments(str) {
return str.replace(/\/\*[\s\S]*?\*\/|\/\/.*/g, "");
}
__name(stripComments, "stripComments");
app.registerExtension({
name: "Comfy.DynamicPrompts",
nodeCreated(node) {
if (node.widgets) {
const widgets = node.widgets.filter((n) => n.dynamicPrompts);
for (const widget of widgets) {
widget.serializeValue = (workflowNode, widgetIndex) => {
let prompt2 = stripComments(widget.value);
while (prompt2.replace("\\{", "").includes("{") && prompt2.replace("\\}", "").includes("}")) {
const startIndex = prompt2.replace("\\{", "00").indexOf("{");
const endIndex = prompt2.replace("\\}", "00").indexOf("}");
const optionsString = prompt2.substring(startIndex + 1, endIndex);
const options = optionsString.split("|");
const randomIndex = Math.floor(Math.random() * options.length);
const randomOption = options[randomIndex];
prompt2 = prompt2.substring(0, startIndex) + randomOption + prompt2.substring(endIndex + 1);
}
if (workflowNode?.widgets_values)
workflowNode.widgets_values[widgetIndex] = prompt2;
return prompt2;
};
}
}
}
});
app.registerExtension({
name: "Comfy.EditAttention",
init() {
const editAttentionDelta = app.ui.settings.addSetting({
id: "Comfy.EditAttention.Delta",
name: "Ctrl+up/down precision",
type: "slider",
attrs: {
min: 0.01,
max: 0.5,
step: 0.01
},
defaultValue: 0.05
});
function incrementWeight(weight, delta) {
const floatWeight = parseFloat(weight);
if (isNaN(floatWeight)) return weight;
const newWeight = floatWeight + delta;
return String(Number(newWeight.toFixed(10)));
}
__name(incrementWeight, "incrementWeight");
function findNearestEnclosure(text, cursorPos) {
let start = cursorPos, end = cursorPos;
let openCount = 0, closeCount = 0;
while (start >= 0) {
start--;
if (text[start] === "(" && openCount === closeCount) break;
if (text[start] === "(") openCount++;
if (text[start] === ")") closeCount++;
}
if (start < 0) return null;
openCount = 0;
closeCount = 0;
while (end < text.length) {
if (text[end] === ")" && openCount === closeCount) break;
if (text[end] === "(") openCount++;
if (text[end] === ")") closeCount++;
end++;
}
if (end === text.length) return null;
return { start: start + 1, end };
}
__name(findNearestEnclosure, "findNearestEnclosure");
function addWeightToParentheses(text) {
const parenRegex = /^\((.*)\)$/;
const parenMatch = text.match(parenRegex);
const floatRegex = /:([+-]?(\d*\.)?\d+([eE][+-]?\d+)?)/;
const floatMatch = text.match(floatRegex);
if (parenMatch && !floatMatch) {
return `(${parenMatch[1]}:1.0)`;
} else {
return text;
}
}
__name(addWeightToParentheses, "addWeightToParentheses");
function editAttention(event) {
const inputField = event.composedPath()[0];
const delta = parseFloat(editAttentionDelta.value);
if (inputField.tagName !== "TEXTAREA") return;
if (!(event.key === "ArrowUp" || event.key === "ArrowDown")) return;
if (!event.ctrlKey && !event.metaKey) return;
event.preventDefault();
let start = inputField.selectionStart;
let end = inputField.selectionEnd;
let selectedText = inputField.value.substring(start, end);
if (!selectedText) {
const nearestEnclosure = findNearestEnclosure(inputField.value, start);
if (nearestEnclosure) {
start = nearestEnclosure.start;
end = nearestEnclosure.end;
selectedText = inputField.value.substring(start, end);
} else {
const delimiters = " .,\\/!?%^*;:{}=-_`~()\r\n ";
while (!delimiters.includes(inputField.value[start - 1]) && start > 0) {
start--;
}
while (!delimiters.includes(inputField.value[end]) && end < inputField.value.length) {
end++;
}
selectedText = inputField.value.substring(start, end);
if (!selectedText) return;
}
}
if (selectedText[selectedText.length - 1] === " ") {
selectedText = selectedText.substring(0, selectedText.length - 1);
end -= 1;
}
if (inputField.value[start - 1] === "(" && inputField.value[end] === ")") {
start -= 1;
end += 1;
selectedText = inputField.value.substring(start, end);
}
if (selectedText[0] !== "(" || selectedText[selectedText.length - 1] !== ")") {
selectedText = `(${selectedText})`;
}
selectedText = addWeightToParentheses(selectedText);
const weightDelta = event.key === "ArrowUp" ? delta : -delta;
const updatedText = selectedText.replace(
/\((.*):([+-]?\d+(?:\.\d+)?)\)/,
(match, text, weight) => {
weight = incrementWeight(weight, weightDelta);
if (weight == 1) {
return text;
} else {
return `(${text}:${weight})`;
}
}
);
inputField.setSelectionRange(start, end);
document.execCommand("insertText", false, updatedText);
inputField.setSelectionRange(start, start + updatedText.length);
}
__name(editAttention, "editAttention");
window.addEventListener("keydown", editAttention);
}
});
const ORDER = Symbol();
const PREFIX$1 = "workflow";
const SEPARATOR$1 = ">";
function merge(target, source) {
if (typeof target === "object" && typeof source === "object") {
for (const key in source) {
const sv = source[key];
if (typeof sv === "object") {
let tv = target[key];
if (!tv) tv = target[key] = {};
merge(tv, source[key]);
} else {
target[key] = sv;
}
}
}
return target;
}
__name(merge, "merge");
class ManageGroupDialog extends ComfyDialog {
static {
__name(this, "ManageGroupDialog");
}
tabs;
selectedNodeIndex;
selectedTab = "Inputs";
selectedGroup;
modifications = {};
nodeItems;
app;
groupNodeType;
groupNodeDef;
groupData;
innerNodesList;
widgetsPage;
inputsPage;
outputsPage;
draggable;
get selectedNodeInnerIndex() {
return +this.nodeItems[this.selectedNodeIndex].dataset.nodeindex;
}
constructor(app2) {
super();
this.app = app2;
this.element = $el("dialog.comfy-group-manage", {
parent: document.body
});
}
changeTab(tab) {
this.tabs[this.selectedTab].tab.classList.remove("active");
this.tabs[this.selectedTab].page.classList.remove("active");
this.tabs[tab].tab.classList.add("active");
this.tabs[tab].page.classList.add("active");
this.selectedTab = tab;
}
changeNode(index, force) {
if (!force && this.selectedNodeIndex === index) return;
if (this.selectedNodeIndex != null) {
this.nodeItems[this.selectedNodeIndex].classList.remove("selected");
}
this.nodeItems[index].classList.add("selected");
this.selectedNodeIndex = index;
if (!this.buildInputsPage() && this.selectedTab === "Inputs") {
this.changeTab("Widgets");
}
if (!this.buildWidgetsPage() && this.selectedTab === "Widgets") {
this.changeTab("Outputs");
}
if (!this.buildOutputsPage() && this.selectedTab === "Outputs") {
this.changeTab("Inputs");
}
this.changeTab(this.selectedTab);
}
getGroupData() {
this.groupNodeType = LiteGraph.registered_node_types[`${PREFIX$1}${SEPARATOR$1}` + this.selectedGroup];
this.groupNodeDef = this.groupNodeType.nodeData;
this.groupData = GroupNodeHandler.getGroupData(this.groupNodeType);
}
changeGroup(group, reset = true) {
this.selectedGroup = group;
this.getGroupData();
const nodes = this.groupData.nodeData.nodes;
this.nodeItems = nodes.map(
(n, i) => $el(
"li.draggable-item",
{
dataset: {
nodeindex: n.index + ""
},
onclick: /* @__PURE__ */ __name(() => {
this.changeNode(i);
}, "onclick")
},
[
$el("span.drag-handle"),
$el(
"div",
{
textContent: n.title ?? n.type
},
n.title ? $el("span", {
textContent: n.type
}) : []
)
]
)
);
this.innerNodesList.replaceChildren(...this.nodeItems);
if (reset) {
this.selectedNodeIndex = null;
this.changeNode(0);
} else {
const items = this.draggable.getAllItems();
let index = items.findIndex((item) => item.classList.contains("selected"));
if (index === -1) index = this.selectedNodeIndex;
this.changeNode(index, true);
}
const ordered = [...nodes];
this.draggable?.dispose();
this.draggable = new DraggableList(this.innerNodesList, "li");
this.draggable.addEventListener(
"dragend",
({ detail: { oldPosition, newPosition } }) => {
if (oldPosition === newPosition) return;
ordered.splice(newPosition, 0, ordered.splice(oldPosition, 1)[0]);
for (let i = 0; i < ordered.length; i++) {
this.storeModification({
nodeIndex: ordered[i].index,
section: ORDER,
prop: "order",
value: i
});
}
}
);
}
storeModification(props) {
const { nodeIndex, section, prop, value } = props;
const groupMod = this.modifications[this.selectedGroup] ??= {};
const nodesMod = groupMod.nodes ??= {};
const nodeMod = nodesMod[nodeIndex ?? this.selectedNodeInnerIndex] ??= {};
const typeMod = nodeMod[section] ??= {};
if (typeof value === "object") {
const objMod = typeMod[prop] ??= {};
Object.assign(objMod, value);
} else {
typeMod[prop] = value;
}
}
getEditElement(section, prop, value, placeholder, checked, checkable = true) {
if (value === placeholder) value = "";
const mods = this.modifications[this.selectedGroup]?.nodes?.[this.selectedNodeInnerIndex]?.[section]?.[prop];
if (mods) {
if (mods.name != null) {
value = mods.name;
}
if (mods.visible != null) {
checked = mods.visible;
}
}
return $el("div", [
$el("input", {
value,
placeholder,
type: "text",
onchange: /* @__PURE__ */ __name((e) => {
this.storeModification({
section,
prop,
value: { name: e.target.value }
});
}, "onchange")
}),
$el("label", { textContent: "Visible" }, [
$el("input", {
type: "checkbox",
checked,
disabled: !checkable,
onchange: /* @__PURE__ */ __name((e) => {
this.storeModification({
section,
prop,
value: { visible: !!e.target.checked }
});
}, "onchange")
})
])
]);
}
buildWidgetsPage() {
const widgets = this.groupData.oldToNewWidgetMap[this.selectedNodeInnerIndex];
const items = Object.keys(widgets ?? {});
const type = app.graph.extra.groupNodes[this.selectedGroup];
const config = type.config?.[this.selectedNodeInnerIndex]?.input;
this.widgetsPage.replaceChildren(
...items.map((oldName) => {
return this.getEditElement(
"input",
oldName,
widgets[oldName],
oldName,
config?.[oldName]?.visible !== false
);
})
);
return !!items.length;
}
buildInputsPage() {
const inputs = this.groupData.nodeInputs[this.selectedNodeInnerIndex];
const items = Object.keys(inputs ?? {});
const type = app.graph.extra.groupNodes[this.selectedGroup];
const config = type.config?.[this.selectedNodeInnerIndex]?.input;
this.inputsPage.replaceChildren(
...items.map((oldName) => {
let value = inputs[oldName];
if (!value) {
return;
}
return this.getEditElement(
"input",
oldName,
value,
oldName,
config?.[oldName]?.visible !== false
);
}).filter(Boolean)
);
return !!items.length;
}
buildOutputsPage() {
const nodes = this.groupData.nodeData.nodes;
const innerNodeDef = this.groupData.getNodeDef(
nodes[this.selectedNodeInnerIndex]
);
const outputs = innerNodeDef?.output ?? [];
const groupOutputs = this.groupData.oldToNewOutputMap[this.selectedNodeInnerIndex];
const type = app.graph.extra.groupNodes[this.selectedGroup];
const config = type.config?.[this.selectedNodeInnerIndex]?.output;
const node = this.groupData.nodeData.nodes[this.selectedNodeInnerIndex];
const checkable = node.type !== "PrimitiveNode";
this.outputsPage.replaceChildren(
...outputs.map((type2, slot) => {
const groupOutputIndex = groupOutputs?.[slot];
const oldName = innerNodeDef.output_name?.[slot] ?? type2;
let value = config?.[slot]?.name;
const visible = config?.[slot]?.visible || groupOutputIndex != null;
if (!value || value === oldName) {
value = "";
}
return this.getEditElement(
"output",
slot,
value,
oldName,
visible,
checkable
);
}).filter(Boolean)
);
return !!outputs.length;
}
show(type) {
const groupNodes = Object.keys(app.graph.extra?.groupNodes ?? {}).sort(
(a, b) => a.localeCompare(b)
);
this.innerNodesList = $el(
"ul.comfy-group-manage-list-items"
);
this.widgetsPage = $el("section.comfy-group-manage-node-page");
this.inputsPage = $el("section.comfy-group-manage-node-page");
this.outputsPage = $el("section.comfy-group-manage-node-page");
const pages = $el("div", [
this.widgetsPage,
this.inputsPage,
this.outputsPage
]);
this.tabs = [
["Inputs", this.inputsPage],
["Widgets", this.widgetsPage],
["Outputs", this.outputsPage]
].reduce((p, [name, page]) => {
p[name] = {
tab: $el("a", {
onclick: /* @__PURE__ */ __name(() => {
this.changeTab(name);
}, "onclick"),
textContent: name
}),
page
};
return p;
}, {});
const outer = $el("div.comfy-group-manage-outer", [
$el("header", [
$el("h2", "Group Nodes"),
$el(
"select",
{
onchange: /* @__PURE__ */ __name((e) => {
this.changeGroup(e.target.value);
}, "onchange")
},
groupNodes.map(
(g) => $el("option", {
textContent: g,
selected: `${PREFIX$1}${SEPARATOR$1}` + g === type,
value: g
})
)
)
]),
$el("main", [
$el("section.comfy-group-manage-list", this.innerNodesList),
$el("section.comfy-group-manage-node", [
$el(
"header",
Object.values(this.tabs).map((t) => t.tab)
),
pages
])
]),
$el("footer", [
$el(
"button.comfy-btn",
{
onclick: /* @__PURE__ */ __name((e) => {
const node = app.graph.nodes.find(
(n) => n.type === `${PREFIX$1}${SEPARATOR$1}` + this.selectedGroup
);
if (node) {
useToastStore().addAlert(
"This group node is in use in the current workflow, please first remove these."
);
return;
}
if (confirm(
`Are you sure you want to remove the node: "${this.selectedGroup}"`
)) {
delete app.graph.extra.groupNodes[this.selectedGroup];
LiteGraph.unregisterNodeType(
`${PREFIX$1}${SEPARATOR$1}` + this.selectedGroup
);
}
this.show();
}, "onclick")
},
"Delete Group Node"
),
$el(
"button.comfy-btn",
{
onclick: /* @__PURE__ */ __name(async () => {
let nodesByType;
let recreateNodes = [];
const types = {};
for (const g in this.modifications) {
const type2 = app.graph.extra.groupNodes[g];
let config = type2.config ??= {};
let nodeMods = this.modifications[g]?.nodes;
if (nodeMods) {
const keys = Object.keys(nodeMods);
if (nodeMods[keys[0]][ORDER]) {
const orderedNodes = [];
const orderedMods = {};
const orderedConfig = {};
for (const n of keys) {
const order = nodeMods[n][ORDER].order;
orderedNodes[order] = type2.nodes[+n];
orderedMods[order] = nodeMods[n];
orderedNodes[order].index = order;
}
for (const l of type2.links) {
if (l[0] != null) l[0] = type2.nodes[l[0]].index;
if (l[2] != null) l[2] = type2.nodes[l[2]].index;
}
if (type2.external) {
for (const ext2 of type2.external) {
ext2[0] = type2.nodes[ext2[0]];
}
}
for (const id2 of keys) {
if (config[id2]) {
orderedConfig[type2.nodes[id2].index] = config[id2];
}
delete config[id2];
}
type2.nodes = orderedNodes;
nodeMods = orderedMods;
type2.config = config = orderedConfig;
}
merge(config, nodeMods);
}
types[g] = type2;
if (!nodesByType) {
nodesByType = app.graph.nodes.reduce((p, n) => {
p[n.type] ??= [];
p[n.type].push(n);
return p;
}, {});
}
const nodes = nodesByType[`${PREFIX$1}${SEPARATOR$1}` + g];
if (nodes) recreateNodes.push(...nodes);
}
await GroupNodeConfig.registerFromWorkflow(types, {});
for (const node of recreateNodes) {
node.recreate();
}
this.modifications = {};
this.app.graph.setDirtyCanvas(true, true);
this.changeGroup(this.selectedGroup, false);
}, "onclick")
},
"Save"
),
$el(
"button.comfy-btn",
{ onclick: /* @__PURE__ */ __name(() => this.element.close(), "onclick") },
"Close"
)
])
]);
this.element.replaceChildren(outer);
this.changeGroup(
type ? groupNodes.find((g) => `${PREFIX$1}${SEPARATOR$1}` + g === type) : groupNodes[0]
);
this.element.showModal();
this.element.addEventListener("close", () => {
this.draggable?.dispose();
});
}
}
window.comfyAPI = window.comfyAPI || {};
window.comfyAPI.groupNodeManage = window.comfyAPI.groupNodeManage || {};
window.comfyAPI.groupNodeManage.ManageGroupDialog = ManageGroupDialog;
const GROUP = Symbol();
const PREFIX = "workflow";
const SEPARATOR = ">";
const Workflow = {
InUse: {
Free: 0,
Registered: 1,
InWorkflow: 2
},
isInUseGroupNode(name) {
const id2 = `${PREFIX}${SEPARATOR}${name}`;
if (app.graph.extra?.groupNodes?.[name]) {
if (app.graph.nodes.find((n) => n.type === id2)) {
return Workflow.InUse.InWorkflow;
} else {
return Workflow.InUse.Registered;
}
}
return Workflow.InUse.Free;
},
storeGroupNode(name, data) {
let extra = app.graph.extra;
if (!extra) app.graph.extra = extra = {};
let groupNodes = extra.groupNodes;
if (!groupNodes) extra.groupNodes = groupNodes = {};
groupNodes[name] = data;
}
};
class GroupNodeBuilder {
static {
__name(this, "GroupNodeBuilder");
}
nodes;
nodeData;
constructor(nodes) {
this.nodes = nodes;
}
build() {
const name = this.getName();
if (!name) return;
this.sortNodes();
this.nodeData = this.getNodeData();
Workflow.storeGroupNode(name, this.nodeData);
return { name, nodeData: this.nodeData };
}
getName() {
const name = prompt("Enter group name");
if (!name) return;
const used = Workflow.isInUseGroupNode(name);
switch (used) {
case Workflow.InUse.InWorkflow:
useToastStore().addAlert(
"An in use group node with this name already exists embedded in this workflow, please remove any instances or use a new name."
);
return;
case Workflow.InUse.Registered:
if (!confirm(
"A group node with this name already exists embedded in this workflow, are you sure you want to overwrite it?"
)) {
return;
}
break;
}
return name;
}
sortNodes() {
const nodesInOrder = app.graph.computeExecutionOrder(false);
this.nodes = this.nodes.map((node) => ({ index: nodesInOrder.indexOf(node), node })).sort((a, b) => a.index - b.index || a.node.id - b.node.id).map(({ node }) => node);
}
getNodeData() {
const storeLinkTypes = /* @__PURE__ */ __name((config) => {
for (const link of config.links) {
const origin = app.graph.getNodeById(link[4]);
const type = origin.outputs[link[1]].type;
link.push(type);
}
}, "storeLinkTypes");
const storeExternalLinks = /* @__PURE__ */ __name((config) => {
config.external = [];
for (let i = 0; i < this.nodes.length; i++) {
const node = this.nodes[i];
if (!node.outputs?.length) continue;
for (let slot = 0; slot < node.outputs.length; slot++) {
let hasExternal = false;
const output = node.outputs[slot];
let type = output.type;
if (!output.links?.length) continue;
for (const l of output.links) {
const link = app.graph.links[l];
if (!link) continue;
if (type === "*") type = link.type;
if (!app.canvas.selected_nodes[link.target_id]) {
hasExternal = true;
break;
}
}
if (hasExternal) {
config.external.push([i, slot, type]);
}
}
}
}, "storeExternalLinks");
try {
const serialised = serialise(this.nodes, app.canvas.graph);
const config = JSON.parse(serialised);
storeLinkTypes(config);
storeExternalLinks(config);
return config;
} finally {
}
}
}
class GroupNodeConfig {
static {
__name(this, "GroupNodeConfig");
}
name;
nodeData;
inputCount;
oldToNewOutputMap;
newToOldOutputMap;
oldToNewInputMap;
oldToNewWidgetMap;
newToOldWidgetMap;
primitiveDefs;
widgetToPrimitive;
primitiveToWidget;
nodeInputs;
outputVisibility;
nodeDef;
inputs;
linksFrom;
linksTo;
externalFrom;
constructor(name, nodeData) {
this.name = name;
this.nodeData = nodeData;
this.getLinks();
this.inputCount = 0;
this.oldToNewOutputMap = {};
this.newToOldOutputMap = {};
this.oldToNewInputMap = {};
this.oldToNewWidgetMap = {};
this.newToOldWidgetMap = {};
this.primitiveDefs = {};
this.widgetToPrimitive = {};
this.primitiveToWidget = {};
this.nodeInputs = {};
this.outputVisibility = [];
}
async registerType(source = PREFIX) {
this.nodeDef = {
output: [],
output_name: [],
output_is_list: [],
output_is_hidden: [],
name: source + SEPARATOR + this.name,
display_name: this.name,
category: "group nodes" + (SEPARATOR + source),
input: { required: {} },
description: `Group node combining ${this.nodeData.nodes.map((n) => n.type).join(", ")}`,
python_module: "custom_nodes." + this.name,
[GROUP]: this
};
this.inputs = [];
const seenInputs = {};
const seenOutputs = {};
for (let i = 0; i < this.nodeData.nodes.length; i++) {
const node = this.nodeData.nodes[i];
node.index = i;
this.processNode(node, seenInputs, seenOutputs);
}
for (const p of this.#convertedToProcess) {
p();
}
this.#convertedToProcess = null;
await app.registerNodeDef(`${PREFIX}${SEPARATOR}` + this.name, this.nodeDef);
useNodeDefStore().addNodeDef(this.nodeDef);
}
getLinks() {
this.linksFrom = {};
this.linksTo = {};
this.externalFrom = {};
for (const l of this.nodeData.links) {
const [sourceNodeId, sourceNodeSlot, targetNodeId, targetNodeSlot] = l;
if (sourceNodeId == null) continue;
if (!this.linksFrom[sourceNodeId]) {
this.linksFrom[sourceNodeId] = {};
}
if (!this.linksFrom[sourceNodeId][sourceNodeSlot]) {
this.linksFrom[sourceNodeId][sourceNodeSlot] = [];
}
this.linksFrom[sourceNodeId][sourceNodeSlot].push(l);
if (!this.linksTo[targetNodeId]) {
this.linksTo[targetNodeId] = {};
}
this.linksTo[targetNodeId][targetNodeSlot] = l;
}
if (this.nodeData.external) {
for (const ext2 of this.nodeData.external) {
if (!this.externalFrom[ext2[0]]) {
this.externalFrom[ext2[0]] = { [ext2[1]]: ext2[2] };
} else {
this.externalFrom[ext2[0]][ext2[1]] = ext2[2];
}
}
}
}
processNode(node, seenInputs, seenOutputs) {
const def = this.getNodeDef(node);
if (!def) return;
const inputs = { ...def.input?.required, ...def.input?.optional };
this.inputs.push(this.processNodeInputs(node, seenInputs, inputs));
if (def.output?.length) this.processNodeOutputs(node, seenOutputs, def);
}
getNodeDef(node) {
const def = globalDefs[node.type];
if (def) return def;
const linksFrom = this.linksFrom[node.index];
if (node.type === "PrimitiveNode") {
if (!linksFrom) return;
let type = linksFrom["0"][0][5];
if (type === "COMBO") {
const source = node.outputs[0].widget.name;
const fromTypeName = this.nodeData.nodes[linksFrom["0"][0][2]].type;
const fromType = globalDefs[fromTypeName];
const input = fromType.input.required[source] ?? fromType.input.optional[source];
type = input[0];
}
const def2 = this.primitiveDefs[node.index] = {
input: {
required: {
value: [type, {}]
}
},
output: [type],
output_name: [],
output_is_list: []
};
return def2;
} else if (node.type === "Reroute") {
const linksTo = this.linksTo[node.index];
if (linksTo && linksFrom && !this.externalFrom[node.index]?.[0]) {
return null;
}
let config = {};
let rerouteType = "*";
if (linksFrom) {
for (const [, , id2, slot] of linksFrom["0"]) {
const node2 = this.nodeData.nodes[id2];
const input = node2.inputs[slot];
if (rerouteType === "*") {
rerouteType = input.type;
}
if (input.widget) {
const targetDef = globalDefs[node2.type];
const targetWidget = targetDef.input.required[input.widget.name] ?? targetDef.input.optional[input.widget.name];
const widget = [targetWidget[0], config];
const res = mergeIfValid(
{
widget
},
targetWidget,
false,
null,
widget
);
config = res?.customConfig ?? config;
}
}
} else if (linksTo) {
const [id2, slot] = linksTo["0"];
rerouteType = this.nodeData.nodes[id2].outputs[slot].type;
} else {
for (const l of this.nodeData.links) {
if (l[2] === node.index) {
rerouteType = l[5];
break;
}
}
if (rerouteType === "*") {
const t = this.externalFrom[node.index]?.[0];
if (t) {
rerouteType = t;
}
}
}
config.forceInput = true;
return {
input: {
required: {
[rerouteType]: [rerouteType, config]
}
},
output: [rerouteType],
output_name: [],
output_is_list: []
};
}
console.warn(
"Skipping virtual node " + node.type + " when building group node " + this.name
);
}
getInputConfig(node, inputName, seenInputs, config, extra) {
const customConfig = this.nodeData.config?.[node.index]?.input?.[inputName];
let name = customConfig?.name ?? node.inputs?.find((inp) => inp.name === inputName)?.label ?? inputName;
let key = name;
let prefix = "";
if (node.type === "PrimitiveNode" && node.title || name in seenInputs) {
prefix = `${node.title ?? node.type} `;
key = name = `${prefix}${inputName}`;
if (name in seenInputs) {
name = `${prefix}${seenInputs[name]} ${inputName}`;
}
}
seenInputs[key] = (seenInputs[key] ?? 1) + 1;
if (inputName === "seed" || inputName === "noise_seed") {
if (!extra) extra = {};
extra.control_after_generate = `${prefix}control_after_generate`;
}
if (config[0] === "IMAGEUPLOAD") {
if (!extra) extra = {};
extra.widget = this.oldToNewWidgetMap[node.index]?.[config[1]?.widget ?? "image"] ?? "image";
}
if (extra) {
config = [config[0], { ...config[1], ...extra }];
}
return { name, config, customConfig };
}
processWidgetInputs(inputs, node, inputNames, seenInputs) {
const slots = [];
const converted = /* @__PURE__ */ new Map();
const widgetMap = this.oldToNewWidgetMap[node.index] = {};
for (const inputName of inputNames) {
let widgetType = app.getWidgetType(inputs[inputName], inputName);
if (widgetType) {
const convertedIndex = node.inputs?.findIndex(
(inp) => inp.name === inputName && inp.widget?.name === inputName
);
if (convertedIndex > -1) {
converted.set(convertedIndex, inputName);
widgetMap[inputName] = null;
} else {
const { name, config } = this.getInputConfig(
node,
inputName,
seenInputs,
inputs[inputName]
);
this.nodeDef.input.required[name] = config;
widgetMap[inputName] = name;
this.newToOldWidgetMap[name] = { node, inputName };
}
} else {
slots.push(inputName);
}
}
return { converted, slots };
}
checkPrimitiveConnection(link, inputName, inputs) {
const sourceNode = this.nodeData.nodes[link[0]];
if (sourceNode.type === "PrimitiveNode") {
const [sourceNodeId, _, targetNodeId, __] = link;
const primitiveDef = this.primitiveDefs[sourceNodeId];
const targetWidget = inputs[inputName];
const primitiveConfig = primitiveDef.input.required.value;
const output = { widget: primitiveConfig };
const config = mergeIfValid(
output,
targetWidget,
false,
null,
primitiveConfig
);
primitiveConfig[1] = config?.customConfig ?? inputs[inputName][1] ? { ...inputs[inputName][1] } : {};
let name = this.oldToNewWidgetMap[sourceNodeId]["value"];
name = name.substr(0, name.length - 6);
primitiveConfig[1].control_after_generate = true;
primitiveConfig[1].control_prefix = name;
let toPrimitive = this.widgetToPrimitive[targetNodeId];
if (!toPrimitive) {
toPrimitive = this.widgetToPrimitive[targetNodeId] = {};
}
if (toPrimitive[inputName]) {
toPrimitive[inputName].push(sourceNodeId);
}
toPrimitive[inputName] = sourceNodeId;
let toWidget = this.primitiveToWidget[sourceNodeId];
if (!toWidget) {
toWidget = this.primitiveToWidget[sourceNodeId] = [];
}
toWidget.push({ nodeId: targetNodeId, inputName });
}
}
processInputSlots(inputs, node, slots, linksTo, inputMap, seenInputs) {
this.nodeInputs[node.index] = {};
for (let i = 0; i < slots.length; i++) {
const inputName = slots[i];
if (linksTo[i]) {
this.checkPrimitiveConnection(linksTo[i], inputName, inputs);
continue;
}
const { name, config, customConfig } = this.getInputConfig(
node,
inputName,
seenInputs,
inputs[inputName]
);
this.nodeInputs[node.index][inputName] = name;
if (customConfig?.visible === false) continue;
this.nodeDef.input.required[name] = config;
inputMap[i] = this.inputCount++;
}
}
processConvertedWidgets(inputs, node, slots, converted, linksTo, inputMap, seenInputs) {
const convertedSlots = [...converted.keys()].sort().map((k) => converted.get(k));
for (let i = 0; i < convertedSlots.length; i++) {
const inputName = convertedSlots[i];
if (linksTo[slots.length + i]) {
this.checkPrimitiveConnection(
linksTo[slots.length + i],
inputName,
inputs
);
continue;
}
const { name, config } = this.getInputConfig(
node,
inputName,
seenInputs,
inputs[inputName],
{
defaultInput: true
}
);
this.nodeDef.input.required[name] = config;
this.newToOldWidgetMap[name] = { node, inputName };
if (!this.oldToNewWidgetMap[node.index]) {
this.oldToNewWidgetMap[node.index] = {};
}
this.oldToNewWidgetMap[node.index][inputName] = name;
inputMap[slots.length + i] = this.inputCount++;
}
}
#convertedToProcess = [];
processNodeInputs(node, seenInputs, inputs) {
const inputMapping = [];
const inputNames = Object.keys(inputs);
if (!inputNames.length) return;
const { converted, slots } = this.processWidgetInputs(
inputs,
node,
inputNames,
seenInputs
);
const linksTo = this.linksTo[node.index] ?? {};
const inputMap = this.oldToNewInputMap[node.index] = {};
this.processInputSlots(inputs, node, slots, linksTo, inputMap, seenInputs);
this.#convertedToProcess.push(
() => this.processConvertedWidgets(
inputs,
node,
slots,
converted,
linksTo,
inputMap,
seenInputs
)
);
return inputMapping;
}
processNodeOutputs(node, seenOutputs, def) {
const oldToNew = this.oldToNewOutputMap[node.index] = {};
for (let outputId = 0; outputId < def.output.length; outputId++) {
const linksFrom = this.linksFrom[node.index];
const hasLink = linksFrom?.[outputId] && !this.externalFrom[node.index]?.[outputId];
const customConfig = this.nodeData.config?.[node.index]?.output?.[outputId];
const visible = customConfig?.visible ?? !hasLink;
this.outputVisibility.push(visible);
if (!visible) {
continue;
}
oldToNew[outputId] = this.nodeDef.output.length;
this.newToOldOutputMap[this.nodeDef.output.length] = {
node,
slot: outputId
};
this.nodeDef.output.push(def.output[outputId]);
this.nodeDef.output_is_list.push(def.output_is_list[outputId]);
let label = customConfig?.name;
if (!label) {
label = def.output_name?.[outputId] ?? def.output[outputId];
const output = node.outputs.find((o) => o.name === label);
if (output?.label) {
label = output.label;
}
}
let name = label;
if (name in seenOutputs) {
const prefix = `${node.title ?? node.type} `;
name = `${prefix}${label}`;
if (name in seenOutputs) {
name = `${prefix}${node.index} ${label}`;
}
}
seenOutputs[name] = 1;
this.nodeDef.output_name.push(name);
}
}
static async registerFromWorkflow(groupNodes, missingNodeTypes) {
for (const g in groupNodes) {
const groupData = groupNodes[g];
let hasMissing = false;
for (const n of groupData.nodes) {
if (!(n.type in LiteGraph.registered_node_types)) {
missingNodeTypes.push({
type: n.type,
hint: ` (In group node '${PREFIX}${SEPARATOR}${g}')`
});
missingNodeTypes.push({
type: `${PREFIX}${SEPARATOR}` + g,
action: {
text: "Remove from workflow",
callback: /* @__PURE__ */ __name((e) => {
delete groupNodes[g];
e.target.textContent = "Removed";
e.target.style.pointerEvents = "none";
e.target.style.opacity = 0.7;
}, "callback")
}
});
hasMissing = true;
}
}
if (hasMissing) continue;
const config = new GroupNodeConfig(g, groupData);
await config.registerType();
}
}
}
class GroupNodeHandler {
static {
__name(this, "GroupNodeHandler");
}
node;
groupData;
innerNodes;
constructor(node) {
this.node = node;
this.groupData = node.constructor?.nodeData?.[GROUP];
this.node.setInnerNodes = (innerNodes) => {
this.innerNodes = innerNodes;
for (let innerNodeIndex = 0; innerNodeIndex < this.innerNodes.length; innerNodeIndex++) {
const innerNode = this.innerNodes[innerNodeIndex];
for (const w of innerNode.widgets ?? []) {
if (w.type === "converted-widget") {
w.serializeValue = w.origSerializeValue;
}
}
innerNode.index = innerNodeIndex;
innerNode.getInputNode = (slot) => {
const externalSlot = this.groupData.oldToNewInputMap[innerNode.index]?.[slot];
if (externalSlot != null) {
return this.node.getInputNode(externalSlot);
}
const innerLink = this.groupData.linksTo[innerNode.index]?.[slot];
if (!innerLink) return null;
const inputNode = innerNodes[innerLink[0]];
if (inputNode.type === "PrimitiveNode") return null;
return inputNode;
};
innerNode.getInputLink = (slot) => {
const externalSlot = this.groupData.oldToNewInputMap[innerNode.index]?.[slot];
if (externalSlot != null) {
const linkId = this.node.inputs[externalSlot].link;
let link2 = app.graph.links[linkId];
link2 = {
...link2,
target_id: innerNode.id,
target_slot: +slot
};
return link2;
}
let link = this.groupData.linksTo[innerNode.index]?.[slot];
if (!link) return null;
link = {
origin_id: innerNodes[link[0]].id,
origin_slot: link[1],
target_id: innerNode.id,
target_slot: +slot
};
return link;
};
}
};
this.node.updateLink = (link) => {
link = { ...link };
const output = this.groupData.newToOldOutputMap[link.origin_slot];
let innerNode = this.innerNodes[output.node.index];
let l;
while (innerNode?.type === "Reroute") {
l = innerNode.getInputLink(0);
innerNode = innerNode.getInputNode(0);
}
if (!innerNode) {
return null;
}
if (l && GroupNodeHandler.isGroupNode(innerNode)) {
return innerNode.updateLink(l);
}
link.origin_id = innerNode.id;
link.origin_slot = l?.origin_slot ?? output.slot;
return link;
};
this.node.getInnerNodes = () => {
if (!this.innerNodes) {
this.node.setInnerNodes(
this.groupData.nodeData.nodes.map((n, i) => {
const innerNode = LiteGraph.createNode(n.type);
innerNode.configure(n);
innerNode.id = `${this.node.id}:${i}`;
return innerNode;
})
);
}
this.updateInnerWidgets();
return this.innerNodes;
};
this.node.recreate = async () => {
const id2 = this.node.id;
const sz = this.node.size;
const nodes = this.node.convertToNodes();
const groupNode = LiteGraph.createNode(this.node.type);
groupNode.id = id2;
groupNode.setInnerNodes(nodes);
groupNode[GROUP].populateWidgets();
app.graph.add(groupNode);
groupNode.size = [
Math.max(groupNode.size[0], sz[0]),
Math.max(groupNode.size[1], sz[1])
];
const builder = new GroupNodeBuilder(nodes);
const nodeData = builder.getNodeData();
groupNode[GROUP].groupData.nodeData.links = nodeData.links;
groupNode[GROUP].replaceNodes(nodes);
return groupNode;
};
this.node.convertToNodes = () => {
const addInnerNodes = /* @__PURE__ */ __name(() => {
const c = { ...this.groupData.nodeData };
c.nodes = [...c.nodes];
const innerNodes = this.node.getInnerNodes();
let ids = [];
for (let i = 0; i < c.nodes.length; i++) {
let id2 = innerNodes?.[i]?.id;
if (id2 == null || isNaN(id2)) {
id2 = void 0;
} else {
ids.push(id2);
}
c.nodes[i] = { ...c.nodes[i], id: id2 };
}
deserialiseAndCreate(JSON.stringify(c), app.canvas);
const [x, y] = this.node.pos;
let top;
let left;
const selectedIds2 = ids.length ? ids : Object.keys(app.canvas.selected_nodes);
const newNodes2 = [];
for (let i = 0; i < selectedIds2.length; i++) {
const id2 = selectedIds2[i];
const newNode = app.graph.getNodeById(id2);
const innerNode = innerNodes[i];
newNodes2.push(newNode);
if (left == null || newNode.pos[0] < left) {
left = newNode.pos[0];
}
if (top == null || newNode.pos[1] < top) {
top = newNode.pos[1];
}
if (!newNode.widgets) continue;
const map = this.groupData.oldToNewWidgetMap[innerNode.index];
if (map) {
const widgets = Object.keys(map);
for (const oldName of widgets) {
const newName = map[oldName];
if (!newName) continue;
const widgetIndex = this.node.widgets.findIndex(
(w) => w.name === newName
);
if (widgetIndex === -1) continue;
if (innerNode.type === "PrimitiveNode") {
for (let i2 = 0; i2 < newNode.widgets.length; i2++) {
newNode.widgets[i2].value = this.node.widgets[widgetIndex + i2].value;
}
} else {
const outerWidget = this.node.widgets[widgetIndex];
const newWidget = newNode.widgets.find(
(w) => w.name === oldName
);
if (!newWidget) continue;
newWidget.value = outerWidget.value;
for (let w = 0; w < outerWidget.linkedWidgets?.length; w++) {
newWidget.linkedWidgets[w].value = outerWidget.linkedWidgets[w].value;
}
}
}
}
}
for (const newNode of newNodes2) {
newNode.pos[0] -= left - x;
newNode.pos[1] -= top - y;
}
return { newNodes: newNodes2, selectedIds: selectedIds2 };
}, "addInnerNodes");
const reconnectInputs = /* @__PURE__ */ __name((selectedIds2) => {
for (const innerNodeIndex in this.groupData.oldToNewInputMap) {
const id2 = selectedIds2[innerNodeIndex];
const newNode = app.graph.getNodeById(id2);
const map = this.groupData.oldToNewInputMap[innerNodeIndex];
for (const innerInputId in map) {
const groupSlotId = map[innerInputId];
if (groupSlotId == null) continue;
const slot = node.inputs[groupSlotId];
if (slot.link == null) continue;
const link = app.graph.links[slot.link];
if (!link) continue;
const originNode = app.graph.getNodeById(link.origin_id);
originNode.connect(link.origin_slot, newNode, +innerInputId);
}
}
}, "reconnectInputs");
const reconnectOutputs = /* @__PURE__ */ __name((selectedIds2) => {
for (let groupOutputId = 0; groupOutputId < node.outputs?.length; groupOutputId++) {
const output = node.outputs[groupOutputId];
if (!output.links) continue;
const links = [...output.links];
for (const l of links) {
const slot = this.groupData.newToOldOutputMap[groupOutputId];
const link = app.graph.links[l];
const targetNode = app.graph.getNodeById(link.target_id);
const newNode = app.graph.getNodeById(selectedIds2[slot.node.index]);
newNode.connect(slot.slot, targetNode, link.target_slot);
}
}
}, "reconnectOutputs");
app.canvas.emitBeforeChange();
const { newNodes, selectedIds } = addInnerNodes();
reconnectInputs(selectedIds);
reconnectOutputs(selectedIds);
app.graph.remove(this.node);
app.canvas.emitAfterChange();
return newNodes;
};
const getExtraMenuOptions = this.node.getExtraMenuOptions;
this.node.getExtraMenuOptions = function(_, options) {
getExtraMenuOptions?.apply(this, arguments);
let optionIndex = options.findIndex((o) => o.content === "Outputs");
if (optionIndex === -1) optionIndex = options.length;
else optionIndex++;
options.splice(
optionIndex,
0,
null,
{
content: "Convert to nodes",
callback: /* @__PURE__ */ __name(() => {
return this.convertToNodes();
}, "callback")
},
{
content: "Manage Group Node",
callback: manageGroupNodes
}
);
};
const onDrawTitleBox = this.node.onDrawTitleBox;
this.node.onDrawTitleBox = function(ctx, height, size, scale) {
onDrawTitleBox?.apply(this, arguments);
const fill = ctx.fillStyle;
ctx.beginPath();
ctx.rect(11, -height + 11, 2, 2);
ctx.rect(14, -height + 11, 2, 2);
ctx.rect(17, -height + 11, 2, 2);
ctx.rect(11, -height + 14, 2, 2);
ctx.rect(14, -height + 14, 2, 2);
ctx.rect(17, -height + 14, 2, 2);
ctx.rect(11, -height + 17, 2, 2);
ctx.rect(14, -height + 17, 2, 2);
ctx.rect(17, -height + 17, 2, 2);
ctx.fillStyle = this.boxcolor || LiteGraph.NODE_DEFAULT_BOXCOLOR;
ctx.fill();
ctx.fillStyle = fill;
};
const onDrawForeground = node.onDrawForeground;
const groupData = this.groupData.nodeData;
node.onDrawForeground = function(ctx) {
const r = onDrawForeground?.apply?.(this, arguments);
if (+app.runningNodeId === this.id && this.runningInternalNodeId !== null) {
const n = groupData.nodes[this.runningInternalNodeId];
if (!n) return;
const message = `Running ${n.title || n.type} (${this.runningInternalNodeId}/${groupData.nodes.length})`;
ctx.save();
ctx.font = "12px sans-serif";
const sz = ctx.measureText(message);
ctx.fillStyle = node.boxcolor || LiteGraph.NODE_DEFAULT_BOXCOLOR;
ctx.beginPath();
ctx.roundRect(
0,
-LiteGraph.NODE_TITLE_HEIGHT - 20,
sz.width + 12,
20,
5
);
ctx.fill();
ctx.fillStyle = "#fff";
ctx.fillText(message, 6, -LiteGraph.NODE_TITLE_HEIGHT - 6);
ctx.restore();
}
};
const onExecutionStart = this.node.onExecutionStart;
this.node.onExecutionStart = function() {
this.resetExecution = true;
return onExecutionStart?.apply(this, arguments);
};
const self = this;
const onNodeCreated = this.node.onNodeCreated;
this.node.onNodeCreated = function() {
if (!this.widgets) {
return;
}
const config = self.groupData.nodeData.config;
if (config) {
for (const n in config) {
const inputs = config[n]?.input;
for (const w in inputs) {
if (inputs[w].visible !== false) continue;
const widgetName = self.groupData.oldToNewWidgetMap[n][w];
const widget = this.widgets.find((w2) => w2.name === widgetName);
if (widget) {
widget.type = "hidden";
widget.computeSize = () => [0, -4];
}
}
}
}
return onNodeCreated?.apply(this, arguments);
};
function handleEvent(type, getId, getEvent) {
const handler = /* @__PURE__ */ __name(({ detail }) => {
const id2 = getId(detail);
if (!id2) return;
const node2 = app.graph.getNodeById(id2);
if (node2) return;
const innerNodeIndex = this.innerNodes?.findIndex((n) => n.id == id2);
if (innerNodeIndex > -1) {
this.node.runningInternalNodeId = innerNodeIndex;
api.dispatchEvent(
new CustomEvent(type, {
detail: getEvent(detail, this.node.id + "", this.node)
})
);
}
}, "handler");
api.addEventListener(type, handler);
return handler;
}
__name(handleEvent, "handleEvent");
const executing = handleEvent.call(
this,
"executing",
(d) => d,
(d, id2, node2) => id2
);
const executed = handleEvent.call(
this,
"executed",
(d) => d?.display_node || d?.node,
(d, id2, node2) => ({
...d,
node: id2,
display_node: id2,
merge: !node2.resetExecution
})
);
const onRemoved = node.onRemoved;
this.node.onRemoved = function() {
onRemoved?.apply(this, arguments);
api.removeEventListener("executing", executing);
api.removeEventListener("executed", executed);
};
this.node.refreshComboInNode = (defs) => {
for (const widgetName in this.groupData.newToOldWidgetMap) {
const widget = this.node.widgets.find((w) => w.name === widgetName);
if (widget?.type === "combo") {
const old = this.groupData.newToOldWidgetMap[widgetName];
const def = defs[old.node.type];
const input = def?.input?.required?.[old.inputName] ?? def?.input?.optional?.[old.inputName];
if (!input) continue;
widget.options.values = input[0];
if (old.inputName !== "image" && !widget.options.values.includes(widget.value)) {
widget.value = widget.options.values[0];
widget.callback(widget.value);
}
}
}
};
}
updateInnerWidgets() {
for (const newWidgetName in this.groupData.newToOldWidgetMap) {
const newWidget = this.node.widgets.find((w) => w.name === newWidgetName);
if (!newWidget) continue;
const newValue = newWidget.value;
const old = this.groupData.newToOldWidgetMap[newWidgetName];
let innerNode = this.innerNodes[old.node.index];
if (innerNode.type === "PrimitiveNode") {
innerNode.primitiveValue = newValue;
const primitiveLinked = this.groupData.primitiveToWidget[old.node.index];
for (const linked of primitiveLinked ?? []) {
const node = this.innerNodes[linked.nodeId];
const widget2 = node.widgets.find((w) => w.name === linked.inputName);
if (widget2) {
widget2.value = newValue;
}
}
continue;
} else if (innerNode.type === "Reroute") {
const rerouteLinks = this.groupData.linksFrom[old.node.index];
if (rerouteLinks) {
for (const [_, , targetNodeId, targetSlot] of rerouteLinks["0"]) {
const node = this.innerNodes[targetNodeId];
const input = node.inputs[targetSlot];
if (input.widget) {
const widget2 = node.widgets?.find(
(w) => w.name === input.widget.name
);
if (widget2) {
widget2.value = newValue;
}
}
}
}
}
const widget = innerNode.widgets?.find((w) => w.name === old.inputName);
if (widget) {
widget.value = newValue;
}
}
}
populatePrimitive(node, nodeId, oldName, i, linkedShift) {
const primitiveId = this.groupData.widgetToPrimitive[nodeId]?.[oldName];
if (primitiveId == null) return;
const targetWidgetName = this.groupData.oldToNewWidgetMap[primitiveId]["value"];
const targetWidgetIndex = this.node.widgets.findIndex(
(w) => w.name === targetWidgetName
);
if (targetWidgetIndex > -1) {
const primitiveNode = this.innerNodes[primitiveId];
let len = primitiveNode.widgets.length;
if (len - 1 !== this.node.widgets[targetWidgetIndex].linkedWidgets?.length) {
len = 1;
}
for (let i2 = 0; i2 < len; i2++) {
this.node.widgets[targetWidgetIndex + i2].value = primitiveNode.widgets[i2].value;
}
}
return true;
}
populateReroute(node, nodeId, map) {
if (node.type !== "Reroute") return;
const link = this.groupData.linksFrom[nodeId]?.[0]?.[0];
if (!link) return;
const [, , targetNodeId, targetNodeSlot] = link;
const targetNode = this.groupData.nodeData.nodes[targetNodeId];
const inputs = targetNode.inputs;
const targetWidget = inputs?.[targetNodeSlot]?.widget;
if (!targetWidget) return;
const offset = inputs.length - (targetNode.widgets_values?.length ?? 0);
const v = targetNode.widgets_values?.[targetNodeSlot - offset];
if (v == null) return;
const widgetName = Object.values(map)[0];
const widget = this.node.widgets.find((w) => w.name === widgetName);
if (widget) {
widget.value = v;
}
}
populateWidgets() {
if (!this.node.widgets) return;
for (let nodeId = 0; nodeId < this.groupData.nodeData.nodes.length; nodeId++) {
const node = this.groupData.nodeData.nodes[nodeId];
const map = this.groupData.oldToNewWidgetMap[nodeId] ?? {};
const widgets = Object.keys(map);
if (!node.widgets_values?.length) {
this.populateReroute(node, nodeId, map);
continue;
}
let linkedShift = 0;
for (let i = 0; i < widgets.length; i++) {
const oldName = widgets[i];
const newName = map[oldName];
const widgetIndex = this.node.widgets.findIndex(
(w) => w.name === newName
);
const mainWidget = this.node.widgets[widgetIndex];
if (this.populatePrimitive(node, nodeId, oldName, i, linkedShift) || widgetIndex === -1) {
const innerWidget = this.innerNodes[nodeId].widgets?.find(
(w) => w.name === oldName
);
linkedShift += innerWidget?.linkedWidgets?.length ?? 0;
}
if (widgetIndex === -1) {
continue;
}
mainWidget.value = node.widgets_values[i + linkedShift];
for (let w = 0; w < mainWidget.linkedWidgets?.length; w++) {
this.node.widgets[widgetIndex + w + 1].value = node.widgets_values[i + ++linkedShift];
}
}
}
}
replaceNodes(nodes) {
let top;
let left;
for (let i = 0; i < nodes.length; i++) {
const node = nodes[i];
if (left == null || node.pos[0] < left) {
left = node.pos[0];
}
if (top == null || node.pos[1] < top) {
top = node.pos[1];
}
this.linkOutputs(node, i);
app.graph.remove(node);
}
this.linkInputs();
this.node.pos = [left, top];
}
linkOutputs(originalNode, nodeId) {
if (!originalNode.outputs) return;
for (const output of originalNode.outputs) {
if (!output.links) continue;
const links = [...output.links];
for (const l of links) {
const link = app.graph.links[l];
if (!link) continue;
const targetNode = app.graph.getNodeById(link.target_id);
const newSlot = this.groupData.oldToNewOutputMap[nodeId]?.[link.origin_slot];
if (newSlot != null) {
this.node.connect(newSlot, targetNode, link.target_slot);
}
}
}
}
linkInputs() {
for (const link of this.groupData.nodeData.links ?? []) {
const [, originSlot, targetId, targetSlot, actualOriginId] = link;
const originNode = app.graph.getNodeById(actualOriginId);
if (!originNode) continue;
originNode.connect(
originSlot,
this.node.id,
this.groupData.oldToNewInputMap[targetId][targetSlot]
);
}
}
static getGroupData(node) {
return (node.nodeData ?? node.constructor?.nodeData)?.[GROUP];
}
static isGroupNode(node) {
return !!node.constructor?.nodeData?.[GROUP];
}
static async fromNodes(nodes) {
const builder = new GroupNodeBuilder(nodes);
const res = builder.build();
if (!res) return;
const { name, nodeData } = res;
const config = new GroupNodeConfig(name, nodeData);
await config.registerType();
const groupNode = LiteGraph.createNode(`${PREFIX}${SEPARATOR}${name}`);
groupNode.setInnerNodes(builder.nodes);
groupNode[GROUP].populateWidgets();
app.graph.add(groupNode);
groupNode[GROUP].replaceNodes(builder.nodes);
return groupNode;
}
}
function addConvertToGroupOptions() {
function addConvertOption(options, index) {
const selected = Object.values(app.canvas.selected_nodes ?? {});
const disabled = selected.length < 2 || selected.find((n) => GroupNodeHandler.isGroupNode(n));
options.splice(index + 1, null, {
content: `Convert to Group Node`,
disabled,
callback: convertSelectedNodesToGroupNode
});
}
__name(addConvertOption, "addConvertOption");
function addManageOption(options, index) {
const groups = app.graph.extra?.groupNodes;
const disabled = !groups || !Object.keys(groups).length;
options.splice(index + 1, null, {
content: `Manage Group Nodes`,
disabled,
callback: manageGroupNodes
});
}
__name(addManageOption, "addManageOption");
const getCanvasMenuOptions = LGraphCanvas.prototype.getCanvasMenuOptions;
LGraphCanvas.prototype.getCanvasMenuOptions = function() {
const options = getCanvasMenuOptions.apply(this, arguments);
const index = options.findIndex((o) => o?.content === "Add Group") + 1 || options.length;
addConvertOption(options, index);
addManageOption(options, index + 1);
return options;
};
const getNodeMenuOptions = LGraphCanvas.prototype.getNodeMenuOptions;
LGraphCanvas.prototype.getNodeMenuOptions = function(node) {
const options = getNodeMenuOptions.apply(this, arguments);
if (!GroupNodeHandler.isGroupNode(node)) {
const index = options.findIndex((o) => o?.content === "Outputs") + 1 || options.length - 1;
addConvertOption(options, index);
}
return options;
};
}
__name(addConvertToGroupOptions, "addConvertToGroupOptions");
const replaceLegacySeparators = /* @__PURE__ */ __name((nodes) => {
for (const node of nodes) {
if (typeof node.type === "string" && node.type.startsWith("workflow/")) {
node.type = node.type.replace(/^workflow\//, `${PREFIX}${SEPARATOR}`);
}
}
}, "replaceLegacySeparators");
async function convertSelectedNodesToGroupNode() {
const nodes = Object.values(app.canvas.selected_nodes ?? {});
if (nodes.length === 0) {
throw new Error("No nodes selected");
}
if (nodes.length === 1) {
throw new Error("Please select multiple nodes to convert to group node");
}
if (nodes.some((n) => GroupNodeHandler.isGroupNode(n))) {
throw new Error("Selected nodes contain a group node");
}
return await GroupNodeHandler.fromNodes(nodes);
}
__name(convertSelectedNodesToGroupNode, "convertSelectedNodesToGroupNode");
function ungroupSelectedGroupNodes() {
const nodes = Object.values(app.canvas.selected_nodes ?? {});
for (const node of nodes) {
if (GroupNodeHandler.isGroupNode(node)) {
node["convertToNodes"]?.();
}
}
}
__name(ungroupSelectedGroupNodes, "ungroupSelectedGroupNodes");
function manageGroupNodes() {
new ManageGroupDialog(app).show();
}
__name(manageGroupNodes, "manageGroupNodes");
const id$2 = "Comfy.GroupNode";
let globalDefs;
const ext = {
name: id$2,
commands: [
{
id: "Comfy.GroupNode.ConvertSelectedNodesToGroupNode",
label: "Convert selected nodes to group node",
icon: "pi pi-sitemap",
versionAdded: "1.3.17",
function: convertSelectedNodesToGroupNode
},
{
id: "Comfy.GroupNode.UngroupSelectedGroupNodes",
label: "Ungroup selected group nodes",
icon: "pi pi-sitemap",
versionAdded: "1.3.17",
function: ungroupSelectedGroupNodes
},
{
id: "Comfy.GroupNode.ManageGroupNodes",
label: "Manage group nodes",
icon: "pi pi-cog",
versionAdded: "1.3.17",
function: manageGroupNodes
}
],
keybindings: [
{
commandId: "Comfy.GroupNode.ConvertSelectedNodesToGroupNode",
combo: {
alt: true,
key: "g"
}
},
{
commandId: "Comfy.GroupNode.UngroupSelectedGroupNodes",
combo: {
alt: true,
shift: true,
key: "G"
}
}
],
setup() {
addConvertToGroupOptions();
},
async beforeConfigureGraph(graphData, missingNodeTypes) {
const nodes = graphData?.extra?.groupNodes;
if (nodes) {
replaceLegacySeparators(graphData.nodes);
await GroupNodeConfig.registerFromWorkflow(nodes, missingNodeTypes);
}
},
addCustomNodeDefs(defs) {
globalDefs = defs;
},
nodeCreated(node) {
if (GroupNodeHandler.isGroupNode(node)) {
node[GROUP] = new GroupNodeHandler(node);
if (node.title && node[GROUP]?.groupData?.nodeData) {
Workflow.storeGroupNode(node.title, node[GROUP].groupData.nodeData);
}
}
},
async refreshComboInNodes(defs) {
Object.assign(globalDefs, defs);
const nodes = app.graph.extra?.groupNodes;
if (nodes) {
await GroupNodeConfig.registerFromWorkflow(nodes, {});
}
}
};
app.registerExtension(ext);
window.comfyAPI = window.comfyAPI || {};
window.comfyAPI.groupNode = window.comfyAPI.groupNode || {};
window.comfyAPI.groupNode.GroupNodeConfig = GroupNodeConfig;
window.comfyAPI.groupNode.GroupNodeHandler = GroupNodeHandler;
function setNodeMode(node, mode) {
node.mode = mode;
node.graph?.change();
}
__name(setNodeMode, "setNodeMode");
function addNodesToGroup(group, items) {
group.resizeTo([...group.children, ...items]);
}
__name(addNodesToGroup, "addNodesToGroup");
app.registerExtension({
name: "Comfy.GroupOptions",
setup() {
const orig = LGraphCanvas.prototype.getCanvasMenuOptions;
LGraphCanvas.prototype.getCanvasMenuOptions = function() {
const options = orig.apply(this, arguments);
const group = this.graph.getGroupOnPos(
this.graph_mouse[0],
this.graph_mouse[1]
);
if (!group) {
options.push({
content: "Add Group For Selected Nodes",
disabled: !this.selectedItems?.size,
callback: /* @__PURE__ */ __name(() => {
const group2 = new LGraphGroup();
addNodesToGroup(group2, this.selectedItems);
this.graph.add(group2);
this.graph.change();
}, "callback")
});
return options;
}
group.recomputeInsideNodes();
const nodesInGroup = group.nodes;
options.push({
content: "Add Selected Nodes To Group",
disabled: !this.selectedItems?.size,
callback: /* @__PURE__ */ __name(() => {
addNodesToGroup(group, this.selectedItems);
this.graph.change();
}, "callback")
});
if (nodesInGroup.length === 0) {
return options;
} else {
options.push(null);
}
let allNodesAreSameMode = true;
for (let i = 1; i < nodesInGroup.length; i++) {
if (nodesInGroup[i].mode !== nodesInGroup[0].mode) {
allNodesAreSameMode = false;
break;
}
}
options.push({
content: "Fit Group To Nodes",
callback: /* @__PURE__ */ __name(() => {
group.recomputeInsideNodes();
group.resizeTo(group.children);
this.graph.change();
}, "callback")
});
options.push({
content: "Select Nodes",
callback: /* @__PURE__ */ __name(() => {
this.selectNodes(nodesInGroup);
this.graph.change();
this.canvas.focus();
}, "callback")
});
if (allNodesAreSameMode) {
const mode = nodesInGroup[0].mode;
switch (mode) {
case 0:
options.push({
content: "Set Group Nodes to Never",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 2);
}
}, "callback")
});
options.push({
content: "Bypass Group Nodes",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 4);
}
}, "callback")
});
break;
case 2:
options.push({
content: "Set Group Nodes to Always",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 0);
}
}, "callback")
});
options.push({
content: "Bypass Group Nodes",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 4);
}
}, "callback")
});
break;
case 4:
options.push({
content: "Set Group Nodes to Always",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 0);
}
}, "callback")
});
options.push({
content: "Set Group Nodes to Never",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 2);
}
}, "callback")
});
break;
default:
options.push({
content: "Set Group Nodes to Always",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 0);
}
}, "callback")
});
options.push({
content: "Set Group Nodes to Never",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 2);
}
}, "callback")
});
options.push({
content: "Bypass Group Nodes",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 4);
}
}, "callback")
});
break;
}
} else {
options.push({
content: "Set Group Nodes to Always",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 0);
}
}, "callback")
});
options.push({
content: "Set Group Nodes to Never",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 2);
}
}, "callback")
});
options.push({
content: "Bypass Group Nodes",
callback: /* @__PURE__ */ __name(() => {
for (const node of nodesInGroup) {
setNodeMode(node, 4);
}
}, "callback")
});
}
return options;
};
}
});
const id$1 = "Comfy.InvertMenuScrolling";
app.registerExtension({
name: id$1,
init() {
const ctxMenu = LiteGraph.ContextMenu;
const replace = /* @__PURE__ */ __name(() => {
LiteGraph.ContextMenu = function(values, options) {
options = options || {};
if (options.scroll_speed) {
options.scroll_speed *= -1;
} else {
options.scroll_speed = -0.1;
}
return ctxMenu.call(this, values, options);
};
LiteGraph.ContextMenu.prototype = ctxMenu.prototype;
}, "replace");
app.ui.settings.addSetting({
id: id$1,
category: ["Comfy", "Graph", "InvertMenuScrolling"],
name: "Invert Context Menu Scrolling",
type: "boolean",
defaultValue: false,
onChange(value) {
if (value) {
replace();
} else {
LiteGraph.ContextMenu = ctxMenu;
}
}
});
}
});
app.registerExtension({
name: "Comfy.Keybinds",
init() {
const keybindListener = /* @__PURE__ */ __name(async function(event) {
if (!app.vueAppReady) return;
const keyCombo = KeyComboImpl.fromEvent(event);
if (keyCombo.isModifier) {
return;
}
const target = event.composedPath()[0];
if (!keyCombo.hasModifier && (target.tagName === "TEXTAREA" || target.tagName === "INPUT" || target.tagName === "SPAN" && target.classList.contains("property_value"))) {
return;
}
const keybindingStore = useKeybindingStore();
const commandStore = useCommandStore();
const keybinding = keybindingStore.getKeybinding(keyCombo);
if (keybinding && keybinding.targetSelector !== "#graph-canvas") {
event.preventDefault();
await commandStore.execute(keybinding.commandId);
return;
}
if (event.ctrlKey || event.altKey || event.metaKey) {
return;
}
if (event.key === "Escape") {
const modals = document.querySelectorAll(".comfy-modal");
const modal = Array.from(modals).find(
(modal2) => window.getComputedStyle(modal2).getPropertyValue("display") !== "none"
);
if (modal) {
modal.style.display = "none";
}
;
[...document.querySelectorAll("dialog")].forEach((d) => {
d.close();
});
}
}, "keybindListener");
window.addEventListener("keydown", keybindListener);
}
});
function dataURLToBlob(dataURL) {
const parts = dataURL.split(";base64,");
const contentType = parts[0].split(":")[1];
const byteString = atob(parts[1]);
const arrayBuffer = new ArrayBuffer(byteString.length);
const uint8Array = new Uint8Array(arrayBuffer);
for (let i = 0; i < byteString.length; i++) {
uint8Array[i] = byteString.charCodeAt(i);
}
return new Blob([arrayBuffer], { type: contentType });
}
__name(dataURLToBlob, "dataURLToBlob");
function loadedImageToBlob(image) {
const canvas = document.createElement("canvas");
canvas.width = image.width;
canvas.height = image.height;
const ctx = canvas.getContext("2d");
ctx.drawImage(image, 0, 0);
const dataURL = canvas.toDataURL("image/png", 1);
const blob = dataURLToBlob(dataURL);
return blob;
}
__name(loadedImageToBlob, "loadedImageToBlob");
function loadImage(imagePath) {
return new Promise((resolve, reject) => {
const image = new Image();
image.onload = function() {
resolve(image);
};
image.src = imagePath;
});
}
__name(loadImage, "loadImage");
async function uploadMask(filepath, formData) {
await api.fetchApi("/upload/mask", {
method: "POST",
body: formData
}).then((response) => {
}).catch((error) => {
console.error("Error:", error);
});
ComfyApp.clipspace.imgs[ComfyApp.clipspace["selectedIndex"]] = new Image();
ComfyApp.clipspace.imgs[ComfyApp.clipspace["selectedIndex"]].src = api.apiURL(
"/view?" + new URLSearchParams(filepath).toString() + app.getPreviewFormatParam() + app.getRandParam()
);
if (ComfyApp.clipspace.images)
ComfyApp.clipspace.images[ComfyApp.clipspace["selectedIndex"]] = filepath;
ClipspaceDialog.invalidatePreview();
}
__name(uploadMask, "uploadMask");
function prepare_mask(image, maskCanvas, maskCtx, maskColor) {
maskCtx.drawImage(image, 0, 0, maskCanvas.width, maskCanvas.height);
const maskData = maskCtx.getImageData(
0,
0,
maskCanvas.width,
maskCanvas.height
);
for (let i = 0; i < maskData.data.length; i += 4) {
if (maskData.data[i + 3] == 255) maskData.data[i + 3] = 0;
else maskData.data[i + 3] = 255;
maskData.data[i] = maskColor.r;
maskData.data[i + 1] = maskColor.g;
maskData.data[i + 2] = maskColor.b;
}
maskCtx.globalCompositeOperation = "source-over";
maskCtx.putImageData(maskData, 0, 0);
}
__name(prepare_mask, "prepare_mask");
var PointerType = /* @__PURE__ */ ((PointerType2) => {
PointerType2["Arc"] = "arc";
PointerType2["Rect"] = "rect";
return PointerType2;
})(PointerType || {});
var CompositionOperation = /* @__PURE__ */ ((CompositionOperation2) => {
CompositionOperation2["SourceOver"] = "source-over";
CompositionOperation2["DestinationOut"] = "destination-out";
return CompositionOperation2;
})(CompositionOperation || {});
class MaskEditorDialog extends ComfyDialog {
static {
__name(this, "MaskEditorDialog");
}
static instance = null;
static mousedown_x = null;
static mousedown_y = null;
brush;
maskCtx;
maskCanvas;
brush_size_slider;
brush_opacity_slider;
colorButton;
saveButton;
zoom_ratio;
pan_x;
pan_y;
imgCanvas;
last_display_style;
is_visible;
image;
handler_registered;
brush_slider_input;
cursorX;
cursorY;
mousedown_pan_x;
mousedown_pan_y;
last_pressure;
pointer_type;
brush_pointer_type_select;
static getInstance() {
if (!MaskEditorDialog.instance) {
MaskEditorDialog.instance = new MaskEditorDialog();
}
return MaskEditorDialog.instance;
}
is_layout_created = false;
constructor() {
super();
this.element = $el("div.comfy-modal", { parent: document.body }, [
$el("div.comfy-modal-content", [...this.createButtons()])
]);
}
createButtons() {
return [];
}
createButton(name, callback) {
var button = document.createElement("button");
button.style.pointerEvents = "auto";
button.innerText = name;
button.addEventListener("click", callback);
return button;
}
createLeftButton(name, callback) {
var button = this.createButton(name, callback);
button.style.cssFloat = "left";
button.style.marginRight = "4px";
return button;
}
createRightButton(name, callback) {
var button = this.createButton(name, callback);
button.style.cssFloat = "right";
button.style.marginLeft = "4px";
return button;
}
createLeftSlider(self, name, callback) {
const divElement = document.createElement("div");
divElement.id = "maskeditor-slider";
divElement.style.cssFloat = "left";
divElement.style.fontFamily = "sans-serif";
divElement.style.marginRight = "4px";
divElement.style.color = "var(--input-text)";
divElement.style.backgroundColor = "var(--comfy-input-bg)";
divElement.style.borderRadius = "8px";
divElement.style.borderColor = "var(--border-color)";
divElement.style.borderStyle = "solid";
divElement.style.fontSize = "15px";
divElement.style.height = "25px";
divElement.style.padding = "1px 6px";
divElement.style.display = "flex";
divElement.style.position = "relative";
divElement.style.top = "2px";
divElement.style.pointerEvents = "auto";
self.brush_slider_input = document.createElement("input");
self.brush_slider_input.setAttribute("type", "range");
self.brush_slider_input.setAttribute("min", "1");
self.brush_slider_input.setAttribute("max", "100");
self.brush_slider_input.setAttribute("value", "10");
const labelElement = document.createElement("label");
labelElement.textContent = name;
divElement.appendChild(labelElement);
divElement.appendChild(self.brush_slider_input);
self.brush_slider_input.addEventListener("change", callback);
return divElement;
}
createOpacitySlider(self, name, callback) {
const divElement = document.createElement("div");
divElement.id = "maskeditor-opacity-slider";
divElement.style.cssFloat = "left";
divElement.style.fontFamily = "sans-serif";
divElement.style.marginRight = "4px";
divElement.style.color = "var(--input-text)";
divElement.style.backgroundColor = "var(--comfy-input-bg)";
divElement.style.borderRadius = "8px";
divElement.style.borderColor = "var(--border-color)";
divElement.style.borderStyle = "solid";
divElement.style.fontSize = "15px";
divElement.style.height = "25px";
divElement.style.padding = "1px 6px";
divElement.style.display = "flex";
divElement.style.position = "relative";
divElement.style.top = "2px";
divElement.style.pointerEvents = "auto";
self.opacity_slider_input = document.createElement("input");
self.opacity_slider_input.setAttribute("type", "range");
self.opacity_slider_input.setAttribute("min", "0.1");
self.opacity_slider_input.setAttribute("max", "1.0");
self.opacity_slider_input.setAttribute("step", "0.01");
self.opacity_slider_input.setAttribute("value", "0.7");
const labelElement = document.createElement("label");
labelElement.textContent = name;
divElement.appendChild(labelElement);
divElement.appendChild(self.opacity_slider_input);
self.opacity_slider_input.addEventListener("input", callback);
return divElement;
}
createPointerTypeSelect(self) {
const divElement = document.createElement("div");
divElement.id = "maskeditor-pointer-type";
divElement.style.cssFloat = "left";
divElement.style.fontFamily = "sans-serif";
divElement.style.marginRight = "4px";
divElement.style.color = "var(--input-text)";
divElement.style.backgroundColor = "var(--comfy-input-bg)";
divElement.style.borderRadius = "8px";
divElement.style.borderColor = "var(--border-color)";
divElement.style.borderStyle = "solid";
divElement.style.fontSize = "15px";
divElement.style.height = "25px";
divElement.style.padding = "1px 6px";
divElement.style.display = "flex";
divElement.style.position = "relative";
divElement.style.top = "2px";
divElement.style.pointerEvents = "auto";
const labelElement = document.createElement("label");
labelElement.textContent = "Pointer Type:";
const selectElement = document.createElement("select");
selectElement.style.borderRadius = "0";
selectElement.style.borderColor = "transparent";
selectElement.style.borderStyle = "unset";
selectElement.style.fontSize = "0.9em";
const optionArc = document.createElement("option");
optionArc.value = "arc";
optionArc.text = "Circle";
optionArc.selected = true;
const optionRect = document.createElement("option");
optionRect.value = "rect";
optionRect.text = "Square";
selectElement.appendChild(optionArc);
selectElement.appendChild(optionRect);
selectElement.addEventListener("change", (event) => {
const target = event.target;
self.pointer_type = target.value;
this.setBrushBorderRadius(self);
});
divElement.appendChild(labelElement);
divElement.appendChild(selectElement);
return divElement;
}
setBrushBorderRadius(self) {
if (self.pointer_type === "rect") {
this.brush.style.borderRadius = "0%";
this.brush.style.MozBorderRadius = "0%";
this.brush.style.WebkitBorderRadius = "0%";
} else {
this.brush.style.borderRadius = "50%";
this.brush.style.MozBorderRadius = "50%";
this.brush.style.WebkitBorderRadius = "50%";
}
}
setlayout(imgCanvas, maskCanvas) {
const self = this;
self.pointer_type = "arc";
var bottom_panel = document.createElement("div");
bottom_panel.style.position = "absolute";
bottom_panel.style.bottom = "0px";
bottom_panel.style.left = "20px";
bottom_panel.style.right = "20px";
bottom_panel.style.height = "50px";
bottom_panel.style.pointerEvents = "none";
var brush = document.createElement("div");
brush.id = "brush";
brush.style.backgroundColor = "transparent";
brush.style.outline = "1px dashed black";
brush.style.boxShadow = "0 0 0 1px white";
brush.style.position = "absolute";
brush.style.zIndex = "8889";
brush.style.pointerEvents = "none";
this.brush = brush;
this.setBrushBorderRadius(self);
this.element.appendChild(imgCanvas);
this.element.appendChild(maskCanvas);
this.element.appendChild(bottom_panel);
document.body.appendChild(brush);
var clearButton = this.createLeftButton("Clear", () => {
self.maskCtx.clearRect(
0,
0,
self.maskCanvas.width,
self.maskCanvas.height
);
});
this.brush_size_slider = this.createLeftSlider(
self,
"Thickness",
(event) => {
self.brush_size = event.target.value;
self.updateBrushPreview(self);
}
);
this.brush_opacity_slider = this.createOpacitySlider(
self,
"Opacity",
(event) => {
self.brush_opacity = event.target.value;
if (self.brush_color_mode !== "negative") {
self.maskCanvas.style.opacity = self.brush_opacity.toString();
}
}
);
this.brush_pointer_type_select = this.createPointerTypeSelect(self);
this.colorButton = this.createLeftButton(this.getColorButtonText(), () => {
if (self.brush_color_mode === "black") {
self.brush_color_mode = "white";
} else if (self.brush_color_mode === "white") {
self.brush_color_mode = "negative";
} else {
self.brush_color_mode = "black";
}
self.updateWhenBrushColorModeChanged();
});
var cancelButton = this.createRightButton("Cancel", () => {
document.removeEventListener("keydown", MaskEditorDialog.handleKeyDown);
self.close();
});
this.saveButton = this.createRightButton("Save", () => {
document.removeEventListener("keydown", MaskEditorDialog.handleKeyDown);
self.save();
});
this.element.appendChild(imgCanvas);
this.element.appendChild(maskCanvas);
this.element.appendChild(bottom_panel);
bottom_panel.appendChild(clearButton);
bottom_panel.appendChild(this.saveButton);
bottom_panel.appendChild(cancelButton);
bottom_panel.appendChild(this.brush_size_slider);
bottom_panel.appendChild(this.brush_opacity_slider);
bottom_panel.appendChild(this.brush_pointer_type_select);
bottom_panel.appendChild(this.colorButton);
imgCanvas.style.position = "absolute";
maskCanvas.style.position = "absolute";
imgCanvas.style.top = "200";
imgCanvas.style.left = "0";
maskCanvas.style.top = imgCanvas.style.top;
maskCanvas.style.left = imgCanvas.style.left;
const maskCanvasStyle = this.getMaskCanvasStyle();
maskCanvas.style.mixBlendMode = maskCanvasStyle.mixBlendMode;
maskCanvas.style.opacity = maskCanvasStyle.opacity.toString();
}
async show() {
this.zoom_ratio = 1;
this.pan_x = 0;
this.pan_y = 0;
if (!this.is_layout_created) {
const imgCanvas = document.createElement("canvas");
const maskCanvas = document.createElement("canvas");
imgCanvas.id = "imageCanvas";
maskCanvas.id = "maskCanvas";
this.setlayout(imgCanvas, maskCanvas);
this.imgCanvas = imgCanvas;
this.maskCanvas = maskCanvas;
this.maskCtx = maskCanvas.getContext("2d", { willReadFrequently: true });
this.setEventHandler(maskCanvas);
this.is_layout_created = true;
const self = this;
const observer = new MutationObserver(function(mutations) {
mutations.forEach(function(mutation) {
if (mutation.type === "attributes" && mutation.attributeName === "style") {
if (self.last_display_style && self.last_display_style != "none" && self.element.style.display == "none") {
self.brush.style.display = "none";
ComfyApp.onClipspaceEditorClosed();
}
self.last_display_style = self.element.style.display;
}
});
});
const config = { attributes: true };
observer.observe(this.element, config);
}
document.addEventListener("keydown", MaskEditorDialog.handleKeyDown);
if (ComfyApp.clipspace_return_node) {
this.saveButton.innerText = "Save to node";
} else {
this.saveButton.innerText = "Save";
}
this.saveButton.disabled = false;
this.element.style.display = "block";
this.element.style.width = "85%";
this.element.style.margin = "0 7.5%";
this.element.style.height = "100vh";
this.element.style.top = "50%";
this.element.style.left = "42%";
this.element.style.zIndex = "8888";
await this.setImages(this.imgCanvas);
this.is_visible = true;
}
isOpened() {
return this.element.style.display == "block";
}
invalidateCanvas(orig_image, mask_image) {
this.imgCanvas.width = orig_image.width;
this.imgCanvas.height = orig_image.height;
this.maskCanvas.width = orig_image.width;
this.maskCanvas.height = orig_image.height;
let imgCtx = this.imgCanvas.getContext("2d", { willReadFrequently: true });
let maskCtx = this.maskCanvas.getContext("2d", {
willReadFrequently: true
});
imgCtx.drawImage(orig_image, 0, 0, orig_image.width, orig_image.height);
prepare_mask(mask_image, this.maskCanvas, maskCtx, this.getMaskColor());
}
async setImages(imgCanvas) {
let self = this;
const imgCtx = imgCanvas.getContext("2d", { willReadFrequently: true });
const maskCtx = this.maskCtx;
const maskCanvas = this.maskCanvas;
imgCtx.clearRect(0, 0, this.imgCanvas.width, this.imgCanvas.height);
maskCtx.clearRect(0, 0, this.maskCanvas.width, this.maskCanvas.height);
const filepath = ComfyApp.clipspace.images;
const alpha_url = new URL(
ComfyApp.clipspace.imgs[ComfyApp.clipspace["selectedIndex"]].src
);
alpha_url.searchParams.delete("channel");
alpha_url.searchParams.delete("preview");
alpha_url.searchParams.set("channel", "a");
let mask_image = await loadImage(alpha_url);
const rgb_url = new URL(
ComfyApp.clipspace.imgs[ComfyApp.clipspace["selectedIndex"]].src
);
rgb_url.searchParams.delete("channel");
rgb_url.searchParams.set("channel", "rgb");
this.image = new Image();
this.image.onload = function() {
maskCanvas.width = self.image.width;
maskCanvas.height = self.image.height;
self.invalidateCanvas(self.image, mask_image);
self.initializeCanvasPanZoom();
};
this.image.src = rgb_url.toString();
}
initializeCanvasPanZoom() {
let drawWidth = this.image.width;
let drawHeight = this.image.height;
let width = this.element.clientWidth;
let height = this.element.clientHeight;
if (this.image.width > width) {
drawWidth = width;
drawHeight = drawWidth / this.image.width * this.image.height;
}
if (drawHeight > height) {
drawHeight = height;
drawWidth = drawHeight / this.image.height * this.image.width;
}
this.zoom_ratio = drawWidth / this.image.width;
const canvasX = (width - drawWidth) / 2;
const canvasY = (height - drawHeight) / 2;
this.pan_x = canvasX;
this.pan_y = canvasY;
this.invalidatePanZoom();
}
invalidatePanZoom() {
let raw_width = this.image.width * this.zoom_ratio;
let raw_height = this.image.height * this.zoom_ratio;
if (this.pan_x + raw_width < 10) {
this.pan_x = 10 - raw_width;
}
if (this.pan_y + raw_height < 10) {
this.pan_y = 10 - raw_height;
}
let width = `${raw_width}px`;
let height = `${raw_height}px`;
let left = `${this.pan_x}px`;
let top = `${this.pan_y}px`;
this.maskCanvas.style.width = width;
this.maskCanvas.style.height = height;
this.maskCanvas.style.left = left;
this.maskCanvas.style.top = top;
this.imgCanvas.style.width = width;
this.imgCanvas.style.height = height;
this.imgCanvas.style.left = left;
this.imgCanvas.style.top = top;
}
setEventHandler(maskCanvas) {
const self = this;
if (!this.handler_registered) {
maskCanvas.addEventListener("contextmenu", (event) => {
event.preventDefault();
});
this.element.addEventListener(
"wheel",
(event) => this.handleWheelEvent(self, event)
);
this.element.addEventListener(
"pointermove",
(event) => this.pointMoveEvent(self, event)
);
this.element.addEventListener(
"touchmove",
(event) => this.pointMoveEvent(self, event)
);
this.element.addEventListener("dragstart", (event) => {
if (event.ctrlKey) {
event.preventDefault();
}
});
maskCanvas.addEventListener(
"pointerdown",
(event) => this.handlePointerDown(self, event)
);
maskCanvas.addEventListener(
"pointermove",
(event) => this.draw_move(self, event)
);
maskCanvas.addEventListener(
"touchmove",
(event) => this.draw_move(self, event)
);
maskCanvas.addEventListener("pointerover", (event) => {
this.brush.style.display = "block";
});
maskCanvas.addEventListener("pointerleave", (event) => {
this.brush.style.display = "none";
});
document.addEventListener("pointerup", MaskEditorDialog.handlePointerUp);
this.handler_registered = true;
}
}
getMaskCanvasStyle() {
if (this.brush_color_mode === "negative") {
return {
mixBlendMode: "difference",
opacity: "1"
};
} else {
return {
mixBlendMode: "initial",
opacity: this.brush_opacity
};
}
}
getMaskColor() {
if (this.brush_color_mode === "black") {
return { r: 0, g: 0, b: 0 };
}
if (this.brush_color_mode === "white") {
return { r: 255, g: 255, b: 255 };
}
if (this.brush_color_mode === "negative") {
return { r: 255, g: 255, b: 255 };
}
return { r: 0, g: 0, b: 0 };
}
getMaskFillStyle() {
const maskColor = this.getMaskColor();
return "rgb(" + maskColor.r + "," + maskColor.g + "," + maskColor.b + ")";
}
getColorButtonText() {
let colorCaption = "unknown";
if (this.brush_color_mode === "black") {
colorCaption = "black";
} else if (this.brush_color_mode === "white") {
colorCaption = "white";
} else if (this.brush_color_mode === "negative") {
colorCaption = "negative";
}
return "Color: " + colorCaption;
}
updateWhenBrushColorModeChanged() {
this.colorButton.innerText = this.getColorButtonText();
const maskCanvasStyle = this.getMaskCanvasStyle();
this.maskCanvas.style.mixBlendMode = maskCanvasStyle.mixBlendMode;
this.maskCanvas.style.opacity = maskCanvasStyle.opacity.toString();
const maskColor = this.getMaskColor();
const maskData = this.maskCtx.getImageData(
0,
0,
this.maskCanvas.width,
this.maskCanvas.height
);
for (let i = 0; i < maskData.data.length; i += 4) {
maskData.data[i] = maskColor.r;
maskData.data[i + 1] = maskColor.g;
maskData.data[i + 2] = maskColor.b;
}
this.maskCtx.putImageData(maskData, 0, 0);
}
brush_opacity = 0.7;
brush_size = 10;
brush_color_mode = "black";
drawing_mode = false;
lastx = -1;
lasty = -1;
lasttime = 0;
static handleKeyDown(event) {
const self = MaskEditorDialog.instance;
if (event.key === "]") {
self.brush_size = Math.min(self.brush_size + 2, 100);
self.brush_slider_input.value = self.brush_size;
} else if (event.key === "[") {
self.brush_size = Math.max(self.brush_size - 2, 1);
self.brush_slider_input.value = self.brush_size;
} else if (event.key === "Enter") {
self.save();
}
self.updateBrushPreview(self);
}
static handlePointerUp(event) {
event.preventDefault();
this.mousedown_x = null;
this.mousedown_y = null;
MaskEditorDialog.instance.drawing_mode = false;
}
updateBrushPreview(self) {
const brush = self.brush;
var centerX = self.cursorX;
var centerY = self.cursorY;
brush.style.width = self.brush_size * 2 * this.zoom_ratio + "px";
brush.style.height = self.brush_size * 2 * this.zoom_ratio + "px";
brush.style.left = centerX - self.brush_size * this.zoom_ratio + "px";
brush.style.top = centerY - self.brush_size * this.zoom_ratio + "px";
}
handleWheelEvent(self, event) {
event.preventDefault();
if (event.ctrlKey) {
if (event.deltaY < 0) {
this.zoom_ratio = Math.min(10, this.zoom_ratio + 0.2);
} else {
this.zoom_ratio = Math.max(0.2, this.zoom_ratio - 0.2);
}
this.invalidatePanZoom();
} else {
if (event.deltaY < 0) this.brush_size = Math.min(this.brush_size + 2, 100);
else this.brush_size = Math.max(this.brush_size - 2, 1);
this.brush_slider_input.value = this.brush_size.toString();
this.updateBrushPreview(this);
}
}
pointMoveEvent(self, event) {
this.cursorX = event.pageX;
this.cursorY = event.pageY;
self.updateBrushPreview(self);
if (event.ctrlKey) {
event.preventDefault();
self.pan_move(self, event);
}
let left_button_down = window.TouchEvent && event instanceof TouchEvent || event.buttons == 1;
if (event.shiftKey && left_button_down) {
self.drawing_mode = false;
const y = event.clientY;
let delta = (self.zoom_lasty - y) * 5e-3;
self.zoom_ratio = Math.max(
Math.min(10, self.last_zoom_ratio - delta),
0.2
);
this.invalidatePanZoom();
return;
}
}
pan_move(self, event) {
if (event.buttons == 1) {
if (MaskEditorDialog.mousedown_x) {
let deltaX = MaskEditorDialog.mousedown_x - event.clientX;
let deltaY = MaskEditorDialog.mousedown_y - event.clientY;
self.pan_x = this.mousedown_pan_x - deltaX;
self.pan_y = this.mousedown_pan_y - deltaY;
self.invalidatePanZoom();
}
}
}
draw_move(self, event) {
if (event.ctrlKey || event.shiftKey) {
return;
}
event.preventDefault();
this.cursorX = event.pageX;
this.cursorY = event.pageY;
self.updateBrushPreview(self);
let left_button_down = window.TouchEvent && event instanceof TouchEvent || event.buttons == 1;
let right_button_down = [2, 5, 32].includes(event.buttons);
if (!event.altKey && left_button_down) {
var diff = performance.now() - self.lasttime;
const maskRect = self.maskCanvas.getBoundingClientRect();
var x = event.offsetX;
var y = event.offsetY;
if (event.offsetX == null) {
x = event.targetTouches[0].clientX - maskRect.left;
}
if (event.offsetY == null) {
y = event.targetTouches[0].clientY - maskRect.top;
}
x /= self.zoom_ratio;
y /= self.zoom_ratio;
var brush_size = this.brush_size;
if (event instanceof PointerEvent && event.pointerType == "pen") {
brush_size *= event.pressure;
this.last_pressure = event.pressure;
} else if (window.TouchEvent && event instanceof TouchEvent && diff < 20) {
brush_size *= this.last_pressure;
} else {
brush_size = this.brush_size;
}
if (diff > 20 && !this.drawing_mode)
requestAnimationFrame(() => {
self.init_shape(
self,
"source-over"
/* SourceOver */
);
self.draw_shape(self, x, y, brush_size);
self.lastx = x;
self.lasty = y;
});
else
requestAnimationFrame(() => {
self.init_shape(
self,
"source-over"
/* SourceOver */
);
var dx = x - self.lastx;
var dy = y - self.lasty;
var distance = Math.sqrt(dx * dx + dy * dy);
var directionX = dx / distance;
var directionY = dy / distance;
for (var i = 0; i < distance; i += 5) {
var px = self.lastx + directionX * i;
var py = self.lasty + directionY * i;
self.draw_shape(self, px, py, brush_size);
}
self.lastx = x;
self.lasty = y;
});
self.lasttime = performance.now();
} else if (event.altKey && left_button_down || right_button_down) {
const maskRect = self.maskCanvas.getBoundingClientRect();
const x2 = (event.offsetX || event.targetTouches[0].clientX - maskRect.left) / self.zoom_ratio;
const y2 = (event.offsetY || event.targetTouches[0].clientY - maskRect.top) / self.zoom_ratio;
var brush_size = this.brush_size;
if (event instanceof PointerEvent && event.pointerType == "pen") {
brush_size *= event.pressure;
this.last_pressure = event.pressure;
} else if (window.TouchEvent && event instanceof TouchEvent && diff < 20) {
brush_size *= this.last_pressure;
} else {
brush_size = this.brush_size;
}
if (diff > 20 && !this.drawing_mode)
requestAnimationFrame(() => {
self.init_shape(
self,
"destination-out"
/* DestinationOut */
);
self.draw_shape(self, x2, y2, brush_size);
self.lastx = x2;
self.lasty = y2;
});
else
requestAnimationFrame(() => {
self.init_shape(
self,
"destination-out"
/* DestinationOut */
);
var dx = x2 - self.lastx;
var dy = y2 - self.lasty;
var distance = Math.sqrt(dx * dx + dy * dy);
var directionX = dx / distance;
var directionY = dy / distance;
for (var i = 0; i < distance; i += 5) {
var px = self.lastx + directionX * i;
var py = self.lasty + directionY * i;
self.draw_shape(self, px, py, brush_size);
}
self.lastx = x2;
self.lasty = y2;
});
self.lasttime = performance.now();
}
}
handlePointerDown(self, event) {
if (event.ctrlKey) {
if (event.buttons == 1) {
MaskEditorDialog.mousedown_x = event.clientX;
MaskEditorDialog.mousedown_y = event.clientY;
this.mousedown_pan_x = this.pan_x;
this.mousedown_pan_y = this.pan_y;
}
return;
}
var brush_size = this.brush_size;
if (event instanceof PointerEvent && event.pointerType == "pen") {
brush_size *= event.pressure;
this.last_pressure = event.pressure;
}
if ([0, 2, 5].includes(event.button)) {
self.drawing_mode = true;
event.preventDefault();
if (event.shiftKey) {
self.zoom_lasty = event.clientY;
self.last_zoom_ratio = self.zoom_ratio;
return;
}
const maskRect = self.maskCanvas.getBoundingClientRect();
const x = (event.offsetX || event.targetTouches[0].clientX - maskRect.left) / self.zoom_ratio;
const y = (event.offsetY || event.targetTouches[0].clientY - maskRect.top) / self.zoom_ratio;
if (!event.altKey && event.button == 0) {
self.init_shape(
self,
"source-over"
/* SourceOver */
);
} else {
self.init_shape(
self,
"destination-out"
/* DestinationOut */
);
}
self.draw_shape(self, x, y, brush_size);
self.lastx = x;
self.lasty = y;
self.lasttime = performance.now();
}
}
init_shape(self, compositionOperation) {
self.maskCtx.beginPath();
if (compositionOperation == "source-over") {
self.maskCtx.fillStyle = this.getMaskFillStyle();
self.maskCtx.globalCompositeOperation = "source-over";
} else if (compositionOperation == "destination-out") {
self.maskCtx.globalCompositeOperation = "destination-out";
}
}
draw_shape(self, x, y, brush_size) {
if (self.pointer_type === "rect") {
self.maskCtx.rect(
x - brush_size,
y - brush_size,
brush_size * 2,
brush_size * 2
);
} else {
self.maskCtx.arc(x, y, brush_size, 0, Math.PI * 2, false);
}
self.maskCtx.fill();
}
async save() {
const backupCanvas = document.createElement("canvas");
const backupCtx = backupCanvas.getContext("2d", {
willReadFrequently: true
});
backupCanvas.width = this.image.width;
backupCanvas.height = this.image.height;
backupCtx.clearRect(0, 0, backupCanvas.width, backupCanvas.height);
backupCtx.drawImage(
this.maskCanvas,
0,
0,
this.maskCanvas.width,
this.maskCanvas.height,
0,
0,
backupCanvas.width,
backupCanvas.height
);
const backupData = backupCtx.getImageData(
0,
0,
backupCanvas.width,
backupCanvas.height
);
for (let i = 0; i < backupData.data.length; i += 4) {
if (backupData.data[i + 3] == 255) backupData.data[i + 3] = 0;
else backupData.data[i + 3] = 255;
backupData.data[i] = 0;
backupData.data[i + 1] = 0;
backupData.data[i + 2] = 0;
}
backupCtx.globalCompositeOperation = "source-over";
backupCtx.putImageData(backupData, 0, 0);
const formData = new FormData();
const filename = "clipspace-mask-" + performance.now() + ".png";
const item = {
filename,
subfolder: "clipspace",
type: "input"
};
if (ComfyApp.clipspace.images) ComfyApp.clipspace.images[0] = item;
if (ComfyApp.clipspace.widgets) {
const index = ComfyApp.clipspace.widgets.findIndex(
(obj) => obj.name === "image"
);
if (index >= 0) ComfyApp.clipspace.widgets[index].value = item;
}
const dataURL = backupCanvas.toDataURL();
const blob = dataURLToBlob(dataURL);
let original_url = new URL(this.image.src);
const original_ref = {
filename: original_url.searchParams.get("filename")
};
let original_subfolder = original_url.searchParams.get("subfolder");
if (original_subfolder) original_ref.subfolder = original_subfolder;
let original_type = original_url.searchParams.get("type");
if (original_type) original_ref.type = original_type;
formData.append("image", blob, filename);
formData.append("original_ref", JSON.stringify(original_ref));
formData.append("type", "input");
formData.append("subfolder", "clipspace");
this.saveButton.innerText = "Saving...";
this.saveButton.disabled = true;
await uploadMask(item, formData);
ComfyApp.onClipspaceEditorSave();
this.close();
}
}
app.registerExtension({
name: "Comfy.MaskEditor",
init(app2) {
ComfyApp.open_maskeditor = function() {
const dlg = MaskEditorDialog.getInstance();
if (!dlg.isOpened()) {
dlg.show();
}
};
const context_predicate = /* @__PURE__ */ __name(() => ComfyApp.clipspace && ComfyApp.clipspace.imgs && ComfyApp.clipspace.imgs.length > 0, "context_predicate");
ClipspaceDialog.registerButton(
"MaskEditor",
context_predicate,
ComfyApp.open_maskeditor
);
}
});
const id = "Comfy.NodeTemplates";
const file = "comfy.templates.json";
class ManageTemplates extends ComfyDialog {
static {
__name(this, "ManageTemplates");
}
templates;
draggedEl;
saveVisualCue;
emptyImg;
importInput;
constructor() {
super();
this.load().then((v) => {
this.templates = v;
});
this.element.classList.add("comfy-manage-templates");
this.draggedEl = null;
this.saveVisualCue = null;
this.emptyImg = new Image();
this.emptyImg.src = "data:image/gif;base64,R0lGODlhAQABAIAAAAUEBAAAACwAAAAAAQABAAACAkQBADs=";
this.importInput = $el("input", {
type: "file",
accept: ".json",
multiple: true,
style: { display: "none" },
parent: document.body,
onchange: /* @__PURE__ */ __name(() => this.importAll(), "onchange")
});
}
createButtons() {
const btns = super.createButtons();
btns[0].textContent = "Close";
btns[0].onclick = (e) => {
clearTimeout(this.saveVisualCue);
this.close();
};
btns.unshift(
$el("button", {
type: "button",
textContent: "Export",
onclick: /* @__PURE__ */ __name(() => this.exportAll(), "onclick")
})
);
btns.unshift(
$el("button", {
type: "button",
textContent: "Import",
onclick: /* @__PURE__ */ __name(() => {
this.importInput.click();
}, "onclick")
})
);
return btns;
}
async load() {
let templates = [];
if (app.storageLocation === "server") {
if (app.isNewUserSession) {
const json = localStorage.getItem(id);
if (json) {
templates = JSON.parse(json);
}
await api.storeUserData(file, json, { stringify: false });
} else {
const res = await api.getUserData(file);
if (res.status === 200) {
try {
templates = await res.json();
} catch (error) {
}
} else if (res.status !== 404) {
console.error(res.status + " " + res.statusText);
}
}
} else {
const json = localStorage.getItem(id);
if (json) {
templates = JSON.parse(json);
}
}
return templates ?? [];
}
async store() {
if (app.storageLocation === "server") {
const templates = JSON.stringify(this.templates, void 0, 4);
localStorage.setItem(id, templates);
try {
await api.storeUserData(file, templates, { stringify: false });
} catch (error) {
console.error(error);
useToastStore().addAlert(error.message);
}
} else {
localStorage.setItem(id, JSON.stringify(this.templates));
}
}
async importAll() {
for (const file2 of this.importInput.files) {
if (file2.type === "application/json" || file2.name.endsWith(".json")) {
const reader = new FileReader();
reader.onload = async () => {
const importFile = JSON.parse(reader.result);
if (importFile?.templates) {
for (const template of importFile.templates) {
if (template?.name && template?.data) {
this.templates.push(template);
}
}
await this.store();
}
};
await reader.readAsText(file2);
}
}
this.importInput.value = null;
this.close();
}
exportAll() {
if (this.templates.length == 0) {
useToastStore().addAlert("No templates to export.");
return;
}
const json = JSON.stringify({ templates: this.templates }, null, 2);
const blob = new Blob([json], { type: "application/json" });
const url = URL.createObjectURL(blob);
const a = $el("a", {
href: url,
download: "node_templates.json",
style: { display: "none" },
parent: document.body
});
a.click();
setTimeout(function() {
a.remove();
window.URL.revokeObjectURL(url);
}, 0);
}
show() {
super.show(
$el(
"div",
{},
this.templates.flatMap((t, i) => {
let nameInput;
return [
$el(
"div",
{
dataset: { id: i.toString() },
className: "templateManagerRow",
style: {
display: "grid",
gridTemplateColumns: "1fr auto",
border: "1px dashed transparent",
gap: "5px",
backgroundColor: "var(--comfy-menu-bg)"
},
ondragstart: /* @__PURE__ */ __name((e) => {
this.draggedEl = e.currentTarget;
e.currentTarget.style.opacity = "0.6";
e.currentTarget.style.border = "1px dashed yellow";
e.dataTransfer.effectAllowed = "move";
e.dataTransfer.setDragImage(this.emptyImg, 0, 0);
}, "ondragstart"),
ondragend: /* @__PURE__ */ __name((e) => {
e.target.style.opacity = "1";
e.currentTarget.style.border = "1px dashed transparent";
e.currentTarget.removeAttribute("draggable");
this.element.querySelectorAll(".templateManagerRow").forEach((el, i2) => {
var prev_i = Number.parseInt(el.dataset.id);
if (el == this.draggedEl && prev_i != i2) {
this.templates.splice(
i2,
0,
this.templates.splice(prev_i, 1)[0]
);
}
el.dataset.id = i2.toString();
});
this.store();
}, "ondragend"),
ondragover: /* @__PURE__ */ __name((e) => {
e.preventDefault();
if (e.currentTarget == this.draggedEl) return;
let rect = e.currentTarget.getBoundingClientRect();
if (e.clientY > rect.top + rect.height / 2) {
e.currentTarget.parentNode.insertBefore(
this.draggedEl,
e.currentTarget.nextSibling
);
} else {
e.currentTarget.parentNode.insertBefore(
this.draggedEl,
e.currentTarget
);
}
}, "ondragover")
},
[
$el(
"label",
{
textContent: "Name: ",
style: {
cursor: "grab"
},
onmousedown: /* @__PURE__ */ __name((e) => {
if (e.target.localName == "label")
e.currentTarget.parentNode.draggable = "true";
}, "onmousedown")
},
[
$el("input", {
value: t.name,
dataset: { name: t.name },
style: {
transitionProperty: "background-color",
transitionDuration: "0s"
},
onchange: /* @__PURE__ */ __name((e) => {
clearTimeout(this.saveVisualCue);
var el = e.target;
var row = el.parentNode.parentNode;
this.templates[row.dataset.id].name = el.value.trim() || "untitled";
this.store();
el.style.backgroundColor = "rgb(40, 95, 40)";
el.style.transitionDuration = "0s";
this.saveVisualCue = setTimeout(function() {
el.style.transitionDuration = ".7s";
el.style.backgroundColor = "var(--comfy-input-bg)";
}, 15);
}, "onchange"),
onkeypress: /* @__PURE__ */ __name((e) => {
var el = e.target;
clearTimeout(this.saveVisualCue);
el.style.transitionDuration = "0s";
el.style.backgroundColor = "var(--comfy-input-bg)";
}, "onkeypress"),
$: /* @__PURE__ */ __name((el) => nameInput = el, "$")
})
]
),
$el("div", {}, [
$el("button", {
textContent: "Export",
style: {
fontSize: "12px",
fontWeight: "normal"
},
onclick: /* @__PURE__ */ __name((e) => {
const json = JSON.stringify({ templates: [t] }, null, 2);
const blob = new Blob([json], {
type: "application/json"
});
const url = URL.createObjectURL(blob);
const a = $el("a", {
href: url,
download: (nameInput.value || t.name) + ".json",
style: { display: "none" },
parent: document.body
});
a.click();
setTimeout(function() {
a.remove();
window.URL.revokeObjectURL(url);
}, 0);
}, "onclick")
}),
$el("button", {
textContent: "Delete",
style: {
fontSize: "12px",
color: "red",
fontWeight: "normal"
},
onclick: /* @__PURE__ */ __name((e) => {
const item = e.target.parentNode.parentNode;
item.parentNode.removeChild(item);
this.templates.splice(item.dataset.id * 1, 1);
this.store();
var that = this;
setTimeout(function() {
that.element.querySelectorAll(".templateManagerRow").forEach((el, i2) => {
el.dataset.id = i2.toString();
});
}, 0);
}, "onclick")
})
])
]
)
];
})
)
);
}
}
app.registerExtension({
name: id,
setup() {
const manage = new ManageTemplates();
const clipboardAction = /* @__PURE__ */ __name(async (cb) => {
const old = localStorage.getItem("litegrapheditor_clipboard");
await cb();
localStorage.setItem("litegrapheditor_clipboard", old);
}, "clipboardAction");
const orig = LGraphCanvas.prototype.getCanvasMenuOptions;
LGraphCanvas.prototype.getCanvasMenuOptions = function() {
const options = orig.apply(this, arguments);
options.push(null);
options.push({
content: `Save Selected as Template`,
disabled: !Object.keys(app.canvas.selected_nodes || {}).length,
callback: /* @__PURE__ */ __name(() => {
const name = prompt("Enter name");
if (!name?.trim()) return;
clipboardAction(() => {
app.canvas.copyToClipboard();
let data = localStorage.getItem("litegrapheditor_clipboard");
data = JSON.parse(data);
const nodeIds = Object.keys(app.canvas.selected_nodes);
for (let i = 0; i < nodeIds.length; i++) {
const node = app.graph.getNodeById(nodeIds[i]);
const nodeData = node?.constructor.nodeData;
let groupData = GroupNodeHandler.getGroupData(node);
if (groupData) {
groupData = groupData.nodeData;
if (!data.groupNodes) {
data.groupNodes = {};
}
data.groupNodes[nodeData.name] = groupData;
data.nodes[i].type = nodeData.name;
}
}
manage.templates.push({
name,
data: JSON.stringify(data)
});
manage.store();
});
}, "callback")
});
const subItems = manage.templates.map((t) => {
return {
content: t.name,
callback: /* @__PURE__ */ __name(() => {
clipboardAction(async () => {
const data = JSON.parse(t.data);
await GroupNodeConfig.registerFromWorkflow(data.groupNodes, {});
if (!data.reroutes) {
deserialiseAndCreate(t.data, app.canvas);
} else {
localStorage.setItem("litegrapheditor_clipboard", t.data);
app.canvas.pasteFromClipboard();
}
});
}, "callback")
};
});
subItems.push(null, {
content: "Manage",
callback: /* @__PURE__ */ __name(() => manage.show(), "callback")
});
options.push({
content: "Node Templates",
submenu: {
options: subItems
}
});
return options;
};
}
});
app.registerExtension({
name: "Comfy.NoteNode",
registerCustomNodes() {
class NoteNode extends LGraphNode {
static {
__name(this, "NoteNode");
}
static category;
color = LGraphCanvas.node_colors.yellow.color;
bgcolor = LGraphCanvas.node_colors.yellow.bgcolor;
groupcolor = LGraphCanvas.node_colors.yellow.groupcolor;
isVirtualNode;
collapsable;
title_mode;
constructor(title) {
super(title);
if (!this.properties) {
this.properties = { text: "" };
}
ComfyWidgets.STRING(
// Should we extends LGraphNode? Yesss
this,
"",
["", { default: this.properties.text, multiline: true }],
app
);
this.serialize_widgets = true;
this.isVirtualNode = true;
}
}
LiteGraph.registerNodeType(
"Note",
Object.assign(NoteNode, {
title_mode: LiteGraph.NORMAL_TITLE,
title: "Note",
collapsable: true
})
);
NoteNode.category = "utils";
}
});
app.registerExtension({
name: "Comfy.RerouteNode",
registerCustomNodes(app2) {
class RerouteNode extends LGraphNode {
static {
__name(this, "RerouteNode");
}
static category;
static defaultVisibility = false;
constructor(title) {
super(title);
if (!this.properties) {
this.properties = {};
}
this.properties.showOutputText = RerouteNode.defaultVisibility;
this.properties.horizontal = false;
this.addInput("", "*");
this.addOutput(this.properties.showOutputText ? "*" : "", "*");
this.onAfterGraphConfigured = function() {
requestAnimationFrame(() => {
this.onConnectionsChange(LiteGraph.INPUT, null, true, null);
});
};
this.onConnectionsChange = (type, index, connected, link_info) => {
this.applyOrientation();
if (connected && type === LiteGraph.OUTPUT) {
const types = new Set(
this.outputs[0].links.map((l) => app2.graph.links[l].type).filter((t) => t !== "*")
);
if (types.size > 1) {
const linksToDisconnect = [];
for (let i = 0; i < this.outputs[0].links.length - 1; i++) {
const linkId = this.outputs[0].links[i];
const link = app2.graph.links[linkId];
linksToDisconnect.push(link);
}
for (const link of linksToDisconnect) {
const node = app2.graph.getNodeById(link.target_id);
node.disconnectInput(link.target_slot);
}
}
}
let currentNode = this;
let updateNodes = [];
let inputType = null;
let inputNode = null;
while (currentNode) {
updateNodes.unshift(currentNode);
const linkId = currentNode.inputs[0].link;
if (linkId !== null) {
const link = app2.graph.links[linkId];
if (!link) return;
const node = app2.graph.getNodeById(link.origin_id);
const type2 = node.constructor.type;
if (type2 === "Reroute") {
if (node === this) {
currentNode.disconnectInput(link.target_slot);
currentNode = null;
} else {
currentNode = node;
}
} else {
inputNode = currentNode;
inputType = node.outputs[link.origin_slot]?.type ?? null;
break;
}
} else {
currentNode = null;
break;
}
}
const nodes = [this];
let outputType = null;
while (nodes.length) {
currentNode = nodes.pop();
const outputs = (currentNode.outputs ? currentNode.outputs[0].links : []) || [];
if (outputs.length) {
for (const linkId of outputs) {
const link = app2.graph.links[linkId];
if (!link) continue;
const node = app2.graph.getNodeById(link.target_id);
const type2 = node.constructor.type;
if (type2 === "Reroute") {
nodes.push(node);
updateNodes.push(node);
} else {
const nodeOutType = node.inputs && node.inputs[link?.target_slot] && node.inputs[link.target_slot].type ? node.inputs[link.target_slot].type : null;
if (inputType && !LiteGraph.isValidConnection(inputType, nodeOutType)) {
node.disconnectInput(link.target_slot);
} else {
outputType = nodeOutType;
}
}
}
} else {
}
}
const displayType = inputType || outputType || "*";
const color = LGraphCanvas.link_type_colors[displayType];
let widgetConfig;
let targetWidget;
let widgetType;
for (const node of updateNodes) {
node.outputs[0].type = inputType || "*";
node.__outputType = displayType;
node.outputs[0].name = node.properties.showOutputText ? displayType : "";
node.size = node.computeSize();
node.applyOrientation();
for (const l of node.outputs[0].links || []) {
const link = app2.graph.links[l];
if (link) {
link.color = color;
if (app2.configuringGraph) continue;
const targetNode = app2.graph.getNodeById(link.target_id);
const targetInput = targetNode.inputs?.[link.target_slot];
if (targetInput?.widget) {
const config = getWidgetConfig(targetInput);
if (!widgetConfig) {
widgetConfig = config[1] ?? {};
widgetType = config[0];
}
if (!targetWidget) {
targetWidget = targetNode.widgets?.find(
(w) => w.name === targetInput.widget.name
);
}
const merged = mergeIfValid(targetInput, [
config[0],
widgetConfig
]);
if (merged.customConfig) {
widgetConfig = merged.customConfig;
}
}
}
}
}
for (const node of updateNodes) {
if (widgetConfig && outputType) {
node.inputs[0].widget = { name: "value" };
setWidgetConfig(
node.inputs[0],
[widgetType ?? displayType, widgetConfig],
targetWidget
);
} else {
setWidgetConfig(node.inputs[0], null);
}
}
if (inputNode) {
const link = app2.graph.links[inputNode.inputs[0].link];
if (link) {
link.color = color;
}
}
};
this.clone = function() {
const cloned = RerouteNode.prototype.clone.apply(this);
cloned.removeOutput(0);
cloned.addOutput(this.properties.showOutputText ? "*" : "", "*");
cloned.size = cloned.computeSize();
return cloned;
};
this.isVirtualNode = true;
}
getExtraMenuOptions(_, options) {
options.unshift(
{
content: (this.properties.showOutputText ? "Hide" : "Show") + " Type",
callback: /* @__PURE__ */ __name(() => {
this.properties.showOutputText = !this.properties.showOutputText;
if (this.properties.showOutputText) {
this.outputs[0].name = this.__outputType || this.outputs[0].type;
} else {
this.outputs[0].name = "";
}
this.size = this.computeSize();
this.applyOrientation();
app2.graph.setDirtyCanvas(true, true);
}, "callback")
},
{
content: (RerouteNode.defaultVisibility ? "Hide" : "Show") + " Type By Default",
callback: /* @__PURE__ */ __name(() => {
RerouteNode.setDefaultTextVisibility(
!RerouteNode.defaultVisibility
);
}, "callback")
},
{
// naming is inverted with respect to LiteGraphNode.horizontal
// LiteGraphNode.horizontal == true means that
// each slot in the inputs and outputs are laid out horizontally,
// which is the opposite of the visual orientation of the inputs and outputs as a node
content: "Set " + (this.properties.horizontal ? "Horizontal" : "Vertical"),
callback: /* @__PURE__ */ __name(() => {
this.properties.horizontal = !this.properties.horizontal;
this.applyOrientation();
}, "callback")
}
);
return [];
}
applyOrientation() {
this.horizontal = this.properties.horizontal;
if (this.horizontal) {
this.inputs[0].pos = [this.size[0] / 2, 0];
} else {
delete this.inputs[0].pos;
}
app2.graph.setDirtyCanvas(true, true);
}
computeSize() {
return [
this.properties.showOutputText && this.outputs && this.outputs.length ? Math.max(
75,
LiteGraph.NODE_TEXT_SIZE * this.outputs[0].name.length * 0.6 + 40
) : 75,
26
];
}
static setDefaultTextVisibility(visible) {
RerouteNode.defaultVisibility = visible;
if (visible) {
localStorage["Comfy.RerouteNode.DefaultVisibility"] = "true";
} else {
delete localStorage["Comfy.RerouteNode.DefaultVisibility"];
}
}
}
RerouteNode.setDefaultTextVisibility(
!!localStorage["Comfy.RerouteNode.DefaultVisibility"]
);
LiteGraph.registerNodeType(
"Reroute",
Object.assign(RerouteNode, {
title_mode: LiteGraph.NO_TITLE,
title: "Reroute",
collapsable: false
})
);
RerouteNode.category = "utils";
}
});
app.registerExtension({
name: "Comfy.SaveImageExtraOutput",
async beforeRegisterNodeDef(nodeType, nodeData, app2) {
if (nodeData.name === "SaveImage" || nodeData.name === "SaveAnimatedWEBP") {
const onNodeCreated = nodeType.prototype.onNodeCreated;
nodeType.prototype.onNodeCreated = function() {
const r = onNodeCreated ? onNodeCreated.apply(this, arguments) : void 0;
const widget = this.widgets.find((w) => w.name === "filename_prefix");
widget.serializeValue = () => {
return applyTextReplacements(app2, widget.value);
};
return r;
};
} else {
const onNodeCreated = nodeType.prototype.onNodeCreated;
nodeType.prototype.onNodeCreated = function() {
const r = onNodeCreated ? onNodeCreated.apply(this, arguments) : void 0;
if (!this.properties || !("Node name for S&R" in this.properties)) {
this.addProperty("Node name for S&R", this.constructor.type, "string");
}
return r;
};
}
}
});
let touchZooming;
let touchCount = 0;
app.registerExtension({
name: "Comfy.SimpleTouchSupport",
setup() {
let touchDist;
let touchTime;
let lastTouch;
let lastScale;
function getMultiTouchPos(e) {
return Math.hypot(
e.touches[0].clientX - e.touches[1].clientX,
e.touches[0].clientY - e.touches[1].clientY
);
}
__name(getMultiTouchPos, "getMultiTouchPos");
function getMultiTouchCenter(e) {
return {
clientX: (e.touches[0].clientX + e.touches[1].clientX) / 2,
clientY: (e.touches[0].clientY + e.touches[1].clientY) / 2
};
}
__name(getMultiTouchCenter, "getMultiTouchCenter");
app.canvasEl.parentElement.addEventListener(
"touchstart",
(e) => {
touchCount++;
lastTouch = null;
lastScale = null;
if (e.touches?.length === 1) {
touchTime = /* @__PURE__ */ new Date();
lastTouch = e.touches[0];
} else {
touchTime = null;
if (e.touches?.length === 2) {
lastScale = app.canvas.ds.scale;
lastTouch = getMultiTouchCenter(e);
touchDist = getMultiTouchPos(e);
app.canvas.pointer_is_down = false;
}
}
},
true
);
app.canvasEl.parentElement.addEventListener("touchend", (e) => {
touchCount--;
if (e.touches?.length !== 1) touchZooming = false;
if (touchTime && !e.touches?.length) {
if ((/* @__PURE__ */ new Date()).getTime() - touchTime > 600) {
if (e.target === app.canvasEl) {
app.canvasEl.dispatchEvent(
new PointerEvent("pointerdown", {
button: 2,
clientX: e.changedTouches[0].clientX,
clientY: e.changedTouches[0].clientY
})
);
e.preventDefault();
}
}
touchTime = null;
}
});
app.canvasEl.parentElement.addEventListener(
"touchmove",
(e) => {
touchTime = null;
if (e.touches?.length === 2 && lastTouch && !e.ctrlKey && !e.shiftKey) {
e.preventDefault();
app.canvas.pointer_is_down = false;
touchZooming = true;
LiteGraph.closeAllContextMenus(window);
app.canvas.search_box?.close();
const newTouchDist = getMultiTouchPos(e);
const center = getMultiTouchCenter(e);
let scale = lastScale * newTouchDist / touchDist;
const newX = (center.clientX - lastTouch.clientX) / scale;
const newY = (center.clientY - lastTouch.clientY) / scale;
if (scale < app.canvas.ds.min_scale) {
scale = app.canvas.ds.min_scale;
} else if (scale > app.canvas.ds.max_scale) {
scale = app.canvas.ds.max_scale;
}
const oldScale = app.canvas.ds.scale;
app.canvas.ds.scale = scale;
if (Math.abs(app.canvas.ds.scale - 1) < 0.01) {
app.canvas.ds.scale = 1;
}
const newScale = app.canvas.ds.scale;
const convertScaleToOffset = /* @__PURE__ */ __name((scale2) => [
center.clientX / scale2 - app.canvas.ds.offset[0],
center.clientY / scale2 - app.canvas.ds.offset[1]
], "convertScaleToOffset");
var oldCenter = convertScaleToOffset(oldScale);
var newCenter = convertScaleToOffset(newScale);
app.canvas.ds.offset[0] += newX + newCenter[0] - oldCenter[0];
app.canvas.ds.offset[1] += newY + newCenter[1] - oldCenter[1];
lastTouch.clientX = center.clientX;
lastTouch.clientY = center.clientY;
app.canvas.setDirty(true, true);
}
},
true
);
}
});
const processMouseDown = LGraphCanvas.prototype.processMouseDown;
LGraphCanvas.prototype.processMouseDown = function(e) {
if (touchZooming || touchCount) {
return;
}
app.canvas.pointer_is_down = false;
return processMouseDown.apply(this, arguments);
};
const processMouseMove = LGraphCanvas.prototype.processMouseMove;
LGraphCanvas.prototype.processMouseMove = function(e) {
if (touchZooming || touchCount > 1) {
return;
}
return processMouseMove.apply(this, arguments);
};
app.registerExtension({
name: "Comfy.SlotDefaults",
suggestionsNumber: null,
init() {
LiteGraph.search_filter_enabled = true;
LiteGraph.middle_click_slot_add_default_node = true;
this.suggestionsNumber = app.ui.settings.addSetting({
id: "Comfy.NodeSuggestions.number",
category: ["Comfy", "Node Search Box", "NodeSuggestions"],
name: "Number of nodes suggestions",
tooltip: "Only for litegraph searchbox/context menu",
type: "slider",
attrs: {
min: 1,
max: 100,
step: 1
},
defaultValue: 5,
onChange: /* @__PURE__ */ __name((newVal, oldVal) => {
this.setDefaults(newVal);
}, "onChange")
});
},
slot_types_default_out: {},
slot_types_default_in: {},
async beforeRegisterNodeDef(nodeType, nodeData, app2) {
var nodeId = nodeData.name;
const inputs = nodeData["input"]?.["required"];
for (const inputKey in inputs) {
var input = inputs[inputKey];
if (typeof input[0] !== "string") continue;
var type = input[0];
if (type in ComfyWidgets) {
var customProperties = input[1];
if (!customProperties?.forceInput) continue;
}
if (!(type in this.slot_types_default_out)) {
this.slot_types_default_out[type] = ["Reroute"];
}
if (this.slot_types_default_out[type].includes(nodeId)) continue;
this.slot_types_default_out[type].push(nodeId);
const lowerType = type.toLocaleLowerCase();
if (!(lowerType in LiteGraph.registered_slot_in_types)) {
LiteGraph.registered_slot_in_types[lowerType] = { nodes: [] };
}
LiteGraph.registered_slot_in_types[lowerType].nodes.push(
nodeType.comfyClass
);
}
var outputs = nodeData["output"] ?? [];
for (const el of outputs) {
const type2 = el;
if (!(type2 in this.slot_types_default_in)) {
this.slot_types_default_in[type2] = ["Reroute"];
}
this.slot_types_default_in[type2].push(nodeId);
if (!(type2 in LiteGraph.registered_slot_out_types)) {
LiteGraph.registered_slot_out_types[type2] = { nodes: [] };
}
LiteGraph.registered_slot_out_types[type2].nodes.push(nodeType.comfyClass);
if (!LiteGraph.slot_types_out.includes(type2)) {
LiteGraph.slot_types_out.push(type2);
}
}
var maxNum = this.suggestionsNumber.value;
this.setDefaults(maxNum);
},
setDefaults(maxNum) {
LiteGraph.slot_types_default_out = {};
LiteGraph.slot_types_default_in = {};
for (const type in this.slot_types_default_out) {
LiteGraph.slot_types_default_out[type] = this.slot_types_default_out[type].slice(0, maxNum);
}
for (const type in this.slot_types_default_in) {
LiteGraph.slot_types_default_in[type] = this.slot_types_default_in[type].slice(0, maxNum);
}
}
});
function roundVectorToGrid(vec) {
vec[0] = LiteGraph.CANVAS_GRID_SIZE * Math.round(vec[0] / LiteGraph.CANVAS_GRID_SIZE);
vec[1] = LiteGraph.CANVAS_GRID_SIZE * Math.round(vec[1] / LiteGraph.CANVAS_GRID_SIZE);
return vec;
}
__name(roundVectorToGrid, "roundVectorToGrid");
app.registerExtension({
name: "Comfy.SnapToGrid",
init() {
app.ui.settings.addSetting({
id: "Comfy.SnapToGrid.GridSize",
category: ["Comfy", "Graph", "GridSize"],
name: "Snap to grid size",
type: "slider",
attrs: {
min: 1,
max: 500
},
tooltip: "When dragging and resizing nodes while holding shift they will be aligned to the grid, this controls the size of that grid.",
defaultValue: LiteGraph.CANVAS_GRID_SIZE,
onChange(value) {
LiteGraph.CANVAS_GRID_SIZE = +value || 10;
}
});
const alwaysSnapToGrid = app.ui.settings.addSetting({
id: "pysssss.SnapToGrid",
category: ["Comfy", "Graph", "AlwaysSnapToGrid"],
name: "Always snap to grid",
type: "boolean",
defaultValue: false,
versionAdded: "1.3.13"
});
const shouldSnapToGrid = /* @__PURE__ */ __name(() => app.shiftDown || alwaysSnapToGrid.value, "shouldSnapToGrid");
const onNodeMoved = app.canvas.onNodeMoved;
app.canvas.onNodeMoved = function(node) {
const r = onNodeMoved?.apply(this, arguments);
if (shouldSnapToGrid()) {
for (const id2 in this.selected_nodes) {
this.selected_nodes[id2].alignToGrid();
}
}
return r;
};
const onNodeAdded = app.graph.onNodeAdded;
app.graph.onNodeAdded = function(node) {
const onResize = node.onResize;
node.onResize = function() {
if (shouldSnapToGrid()) {
roundVectorToGrid(node.size);
}
return onResize?.apply(this, arguments);
};
return onNodeAdded?.apply(this, arguments);
};
const origDrawNode = LGraphCanvas.prototype.drawNode;
LGraphCanvas.prototype.drawNode = function(node, ctx) {
if (shouldSnapToGrid() && this.node_dragged && node.id in this.selected_nodes) {
const [x, y] = roundVectorToGrid([...node.pos]);
const shiftX = x - node.pos[0];
let shiftY = y - node.pos[1];
let w, h;
if (node.flags.collapsed) {
w = node._collapsed_width;
h = LiteGraph.NODE_TITLE_HEIGHT;
shiftY -= LiteGraph.NODE_TITLE_HEIGHT;
} else {
w = node.size[0];
h = node.size[1];
const titleMode = node.constructor.title_mode;
if (titleMode !== LiteGraph.TRANSPARENT_TITLE && titleMode !== LiteGraph.NO_TITLE) {
h += LiteGraph.NODE_TITLE_HEIGHT;
shiftY -= LiteGraph.NODE_TITLE_HEIGHT;
}
}
const f = ctx.fillStyle;
ctx.fillStyle = "rgba(100, 100, 100, 0.5)";
ctx.fillRect(shiftX, shiftY, w, h);
ctx.fillStyle = f;
}
return origDrawNode.apply(this, arguments);
};
let selectedAndMovingGroup = null;
const groupMove = LGraphGroup.prototype.move;
LGraphGroup.prototype.move = function(deltax, deltay, ignore_nodes) {
const v = groupMove.apply(this, arguments);
if (!selectedAndMovingGroup && app.canvas.selected_group === this && (deltax || deltay)) {
selectedAndMovingGroup = this;
}
if (app.canvas.last_mouse_dragging === false && shouldSnapToGrid()) {
this.recomputeInsideNodes();
for (const node of this.nodes) {
node.alignToGrid();
}
LGraphNode.prototype.alignToGrid.apply(this);
}
return v;
};
const drawGroups = LGraphCanvas.prototype.drawGroups;
LGraphCanvas.prototype.drawGroups = function(canvas, ctx) {
if (this.selected_group && shouldSnapToGrid()) {
if (this.selected_group_resizing) {
roundVectorToGrid(this.selected_group.size);
} else if (selectedAndMovingGroup) {
const [x, y] = roundVectorToGrid([...selectedAndMovingGroup.pos]);
const f = ctx.fillStyle;
const s = ctx.strokeStyle;
ctx.fillStyle = "rgba(100, 100, 100, 0.33)";
ctx.strokeStyle = "rgba(100, 100, 100, 0.66)";
ctx.rect(x, y, ...selectedAndMovingGroup.size);
ctx.fill();
ctx.stroke();
ctx.fillStyle = f;
ctx.strokeStyle = s;
}
} else if (!this.selected_group) {
selectedAndMovingGroup = null;
}
return drawGroups.apply(this, arguments);
};
const onGroupAdd = LGraphCanvas.onGroupAdd;
LGraphCanvas.onGroupAdd = function() {
const v = onGroupAdd.apply(app.canvas, arguments);
if (shouldSnapToGrid()) {
const lastGroup = app.graph.groups[app.graph.groups.length - 1];
if (lastGroup) {
roundVectorToGrid(lastGroup.pos);
roundVectorToGrid(lastGroup.size);
}
}
return v;
};
}
});
app.registerExtension({
name: "Comfy.UploadImage",
beforeRegisterNodeDef(nodeType, nodeData) {
if (nodeData?.input?.required?.image?.[1]?.image_upload === true) {
nodeData.input.required.upload = ["IMAGEUPLOAD"];
}
}
});
const WEBCAM_READY = Symbol();
app.registerExtension({
name: "Comfy.WebcamCapture",
getCustomWidgets(app2) {
return {
WEBCAM(node, inputName) {
let res;
node[WEBCAM_READY] = new Promise((resolve) => res = resolve);
const container = document.createElement("div");
container.style.background = "rgba(0,0,0,0.25)";
container.style.textAlign = "center";
const video = document.createElement("video");
video.style.height = video.style.width = "100%";
const loadVideo = /* @__PURE__ */ __name(async () => {
try {
const stream = await navigator.mediaDevices.getUserMedia({
video: true,
audio: false
});
container.replaceChildren(video);
setTimeout(() => res(video), 500);
video.addEventListener("loadedmetadata", () => res(video), false);
video.srcObject = stream;
video.play();
} catch (error) {
const label = document.createElement("div");
label.style.color = "red";
label.style.overflow = "auto";
label.style.maxHeight = "100%";
label.style.whiteSpace = "pre-wrap";
if (window.isSecureContext) {
label.textContent = "Unable to load webcam, please ensure access is granted:\n" + error.message;
} else {
label.textContent = "Unable to load webcam. A secure context is required, if you are not accessing ComfyUI on localhost (127.0.0.1) you will have to enable TLS (https)\n\n" + error.message;
}
container.replaceChildren(label);
}
}, "loadVideo");
loadVideo();
return { widget: node.addDOMWidget(inputName, "WEBCAM", container) };
}
};
},
nodeCreated(node) {
if (node.type, node.constructor.comfyClass !== "WebcamCapture") return;
let video;
const camera = node.widgets.find((w2) => w2.name === "image");
const w = node.widgets.find((w2) => w2.name === "width");
const h = node.widgets.find((w2) => w2.name === "height");
const captureOnQueue = node.widgets.find(
(w2) => w2.name === "capture_on_queue"
);
const canvas = document.createElement("canvas");
const capture = /* @__PURE__ */ __name(() => {
canvas.width = w.value;
canvas.height = h.value;
const ctx = canvas.getContext("2d");
ctx.drawImage(video, 0, 0, w.value, h.value);
const data = canvas.toDataURL("image/png");
const img = new Image();
img.onload = () => {
node.imgs = [img];
app.graph.setDirtyCanvas(true);
requestAnimationFrame(() => {
node.setSizeForImage?.();
});
};
img.src = data;
}, "capture");
const btn = node.addWidget(
"button",
"waiting for camera...",
"capture",
capture
);
btn.disabled = true;
btn.serializeValue = () => void 0;
camera.serializeValue = async () => {
if (captureOnQueue.value) {
capture();
} else if (!node.imgs?.length) {
const err = `No webcam image captured`;
useToastStore().addAlert(err);
throw new Error(err);
}
const blob = await new Promise((r) => canvas.toBlob(r));
const name = `${+/* @__PURE__ */ new Date()}.png`;
const file2 = new File([blob], name);
const body = new FormData();
body.append("image", file2);
body.append("subfolder", "webcam");
body.append("type", "temp");
const resp = await api.fetchApi("/upload/image", {
method: "POST",
body
});
if (resp.status !== 200) {
const err = `Error uploading camera image: ${resp.status} - ${resp.statusText}`;
useToastStore().addAlert(err);
throw new Error(err);
}
return `webcam/${name} [temp]`;
};
node[WEBCAM_READY].then((v) => {
video = v;
if (!w.value) {
w.value = video.videoWidth || 640;
h.value = video.videoHeight || 480;
}
btn.disabled = false;
btn.label = "capture";
});
}
});
function splitFilePath(path) {
const folder_separator = path.lastIndexOf("/");
if (folder_separator === -1) {
return ["", path];
}
return [
path.substring(0, folder_separator),
path.substring(folder_separator + 1)
];
}
__name(splitFilePath, "splitFilePath");
function getResourceURL(subfolder, filename, type = "input") {
const params = [
"filename=" + encodeURIComponent(filename),
"type=" + type,
"subfolder=" + subfolder,
app.getRandParam().substring(1)
].join("&");
return `/view?${params}`;
}
__name(getResourceURL, "getResourceURL");
async function uploadFile(audioWidget, audioUIWidget, file2, updateNode, pasted = false) {
try {
const body = new FormData();
body.append("image", file2);
if (pasted) body.append("subfolder", "pasted");
const resp = await api.fetchApi("/upload/image", {
method: "POST",
body
});
if (resp.status === 200) {
const data = await resp.json();
let path = data.name;
if (data.subfolder) path = data.subfolder + "/" + path;
if (!audioWidget.options.values.includes(path)) {
audioWidget.options.values.push(path);
}
if (updateNode) {
audioUIWidget.element.src = api.apiURL(
getResourceURL(...splitFilePath(path))
);
audioWidget.value = path;
}
} else {
useToastStore().addAlert(resp.status + " - " + resp.statusText);
}
} catch (error) {
useToastStore().addAlert(error);
}
}
__name(uploadFile, "uploadFile");
app.registerExtension({
name: "Comfy.AudioWidget",
async beforeRegisterNodeDef(nodeType, nodeData) {
if (["LoadAudio", "SaveAudio", "PreviewAudio"].includes(nodeType.comfyClass)) {
nodeData.input.required.audioUI = ["AUDIO_UI"];
}
},
getCustomWidgets() {
return {
AUDIO_UI(node, inputName) {
const audio = document.createElement("audio");
audio.controls = true;
audio.classList.add("comfy-audio");
audio.setAttribute("name", "media");
const audioUIWidget = node.addDOMWidget(
inputName,
/* name=*/
"audioUI",
audio,
{
serialize: false
}
);
const isOutputNode = node.constructor.nodeData.output_node;
if (isOutputNode) {
audioUIWidget.element.classList.add("empty-audio-widget");
const onExecuted = node.onExecuted;
node.onExecuted = function(message) {
onExecuted?.apply(this, arguments);
const audios = message.audio;
if (!audios) return;
const audio2 = audios[0];
audioUIWidget.element.src = api.apiURL(
getResourceURL(audio2.subfolder, audio2.filename, audio2.type)
);
audioUIWidget.element.classList.remove("empty-audio-widget");
};
}
return { widget: audioUIWidget };
}
};
},
onNodeOutputsUpdated(nodeOutputs) {
for (const [nodeId, output] of Object.entries(nodeOutputs)) {
const node = app.graph.getNodeById(nodeId);
if ("audio" in output) {
const audioUIWidget = node.widgets.find(
(w) => w.name === "audioUI"
);
const audio = output.audio[0];
audioUIWidget.element.src = api.apiURL(
getResourceURL(audio.subfolder, audio.filename, audio.type)
);
audioUIWidget.element.classList.remove("empty-audio-widget");
}
}
}
});
app.registerExtension({
name: "Comfy.UploadAudio",
async beforeRegisterNodeDef(nodeType, nodeData) {
if (nodeData?.input?.required?.audio?.[1]?.audio_upload === true) {
nodeData.input.required.upload = ["AUDIOUPLOAD"];
}
},
getCustomWidgets() {
return {
AUDIOUPLOAD(node, inputName) {
const audioWidget = node.widgets.find(
(w) => w.name === "audio"
);
const audioUIWidget = node.widgets.find(
(w) => w.name === "audioUI"
);
const onAudioWidgetUpdate = /* @__PURE__ */ __name(() => {
audioUIWidget.element.src = api.apiURL(
getResourceURL(...splitFilePath(audioWidget.value))
);
}, "onAudioWidgetUpdate");
if (audioWidget.value) {
onAudioWidgetUpdate();
}
audioWidget.callback = onAudioWidgetUpdate;
const onGraphConfigured = node.onGraphConfigured;
node.onGraphConfigured = function() {
onGraphConfigured?.apply(this, arguments);
if (audioWidget.value) {
onAudioWidgetUpdate();
}
};
const fileInput = document.createElement("input");
fileInput.type = "file";
fileInput.accept = "audio/*";
fileInput.style.display = "none";
fileInput.onchange = () => {
if (fileInput.files.length) {
uploadFile(audioWidget, audioUIWidget, fileInput.files[0], true);
}
};
const uploadWidget = node.addWidget(
"button",
inputName,
/* value=*/
"",
() => {
fileInput.click();
},
{ serialize: false }
);
uploadWidget.label = "choose file to upload";
return { widget: uploadWidget };
}
};
}
});
//# sourceMappingURL=index-B1vRdV2i.js.map