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import {app} from "../../../../scripts/app.js";
import {$t} from '../common/i18n.js'
import {CheckpointInfoDialog, LoraInfoDialog} from "../common/model.js";
const loaders = ['easy fullLoader', 'easy a1111Loader', 'easy comfyLoader', 'easy kolorsLoader', 'easy hunyuanDiTLoader', 'easy pixArtLoader']
const preSampling = ['easy preSampling', 'easy preSamplingAdvanced', 'easy preSamplingDynamicCFG', 'easy preSamplingNoiseIn', 'easy preSamplingCustom', 'easy preSamplingLayerDiffusion', 'easy fullkSampler']
const kSampler = ['easy kSampler', 'easy kSamplerTiled', 'easy kSamplerInpainting', 'easy kSamplerDownscaleUnet', 'easy kSamplerLayerDiffusion']
const controlnet = ['easy controlnetLoader', 'easy controlnetLoaderADV', 'easy controlnetLoader++', 'easy instantIDApply', 'easy instantIDApplyADV']
const ipadapter = ['easy ipadapterApply', 'easy ipadapterApplyADV', 'easy ipadapterStyleComposition', 'easy ipadapterApplyFromParams', 'easy pulIDApply', 'easy pulIDApplyADV']
const positive_prompt = ['easy positive', 'easy wildcards']
const imageNode = ['easy loadImageBase64', 'LoadImage', 'LoadImageMask']
const inpaint = ['easy applyBrushNet', 'easy applyPowerPaint', 'easy applyInpaint']
const widgetMapping = {
"positive_prompt":{
"text": "positive",
"positive": "text"
},
"loaders":{
"ckpt_name": "ckpt_name",
"vae_name": "vae_name",
"clip_skip": "clip_skip",
"lora_name": "lora_name",
"resolution": "resolution",
"empty_latent_width": "empty_latent_width",
"empty_latent_height": "empty_latent_height",
"positive": "positive",
"negative": "negative",
"batch_size": "batch_size",
"a1111_prompt_style": "a1111_prompt_style"
},
"preSampling":{
"steps": "steps",
"cfg": "cfg",
"cfg_scale_min": "cfg",
"sampler_name": "sampler_name",
"scheduler": "scheduler",
"denoise": "denoise",
"seed_num": "seed_num",
"seed": "seed"
},
"kSampler":{
"image_output": "image_output",
"save_prefix": "save_prefix",
"link_id": "link_id"
},
"controlnet":{
"control_net_name":"control_net_name",
"strength": ["strength", "cn_strength"],
"scale_soft_weights": ["scale_soft_weights","cn_soft_weights"],
"cn_strength": ["strength", "cn_strength"],
"cn_soft_weights": ["scale_soft_weights","cn_soft_weights"],
},
"ipadapter":{
"preset":"preset",
"lora_strength": "lora_strength",
"provider": "provider",
"weight":"weight",
"weight_faceidv2": "weight_faceidv2",
"start_at": "start_at",
"end_at": "end_at",
"cache_mode": "cache_mode",
"use_tiled": "use_tiled",
"insightface": "insightface",
"pulid_file": "pulid_file"
},
"load_image":{
"image":"image",
"base64_data":"base64_data",
"channel": "channel"
},
"inpaint":{
"dtype": "dtype",
"fitting": "fitting",
"function": "function",
"scale": "scale",
"start_at": "start_at",
"end_at": "end_at"
}
}
const inputMapping = {
"loaders":{
"optional_lora_stack": "optional_lora_stack",
"positive": "positive",
"negative": "negative"
},
"preSampling":{
"pipe": "pipe",
"image_to_latent": "image_to_latent",
"latent": "latent"
},
"kSampler":{
"pipe": "pipe",
"model": "model"
},
"controlnet":{
"pipe": "pipe",
"image": "image",
"image_kps": "image_kps",
"control_net": "control_net",
"positive": "positive",
"negative": "negative",
"mask": "mask"
},
"positive_prompt":{
},
"ipadapter":{
"model":"model",
"image":"image",
"image_style": "image",
"attn_mask":"attn_mask",
"optional_ipadapter":"optional_ipadapter"
},
"inpaint":{
"pipe": "pipe",
"image": "image",
"mask": "mask"
}
};
const outputMapping = {
"loaders":{
"pipe": "pipe",
"model": "model",
"vae": "vae",
"clip": null,
"positive": null,
"negative": null,
"latent": null,
},
"preSampling":{
"pipe":"pipe"
},
"kSampler":{
"pipe": "pipe",
"image": "image"
},
"controlnet":{
"pipe": "pipe",
"positive": "positive",
"negative": "negative"
},
"positive_prompt":{
"text": "positive",
"positive": "text"
},
"load_image":{
"IMAGE":"IMAGE",
"MASK": "MASK"
},
"ipadapter":{
"model":"model",
"tiles":"tiles",
"masks":"masks",
"ipadapter":"ipadapter"
},
"inpaint":{
"pipe": "pipe",
}
};
// 替换节点
function replaceNode(oldNode, newNodeName, type) {
const newNode = LiteGraph.createNode(newNodeName);
if (!newNode) {
return;
}
app.graph.add(newNode);
newNode.pos = oldNode.pos.slice();
newNode.size = oldNode.size.slice();
oldNode.widgets.forEach(widget => {
if(widgetMapping[type][widget.name]){
const newName = widgetMapping[type][widget.name];
if (newName) {
const newWidget = findWidgetByName(newNode, newName);
if (newWidget) {
newWidget.value = widget.value;
if(widget.name == 'seed_num'){
newWidget.linkedWidgets[0].value = widget.linkedWidgets[0].value
}
if(widget.type == 'converted-widget'){
convertToInput(newNode, newWidget, widget);
}
}
}
}
});
if(oldNode.inputs){
oldNode.inputs.forEach((input, index) => {
if (input && input.link && inputMapping[type][input.name]) {
const newInputName = inputMapping[type][input.name];
// If the new node does not have this output, skip
if (newInputName === null) {
return;
}
const newInputIndex = newNode.findInputSlot(newInputName);
if (newInputIndex !== -1) {
const originLinkInfo = oldNode.graph.links[input.link];
if (originLinkInfo) {
const originNode = oldNode.graph.getNodeById(originLinkInfo.origin_id);
if (originNode) {
originNode.connect(originLinkInfo.origin_slot, newNode, newInputIndex);
}
}
}
}
});
}
if(oldNode.outputs){
oldNode.outputs.forEach((output, index) => {
if (output && output.links && outputMapping[type] && outputMapping[type][output.name]) {
const newOutputName = outputMapping[type][output.name];
// If the new node does not have this output, skip
if (newOutputName === null) {
return;
}
const newOutputIndex = newNode.findOutputSlot(newOutputName);
if (newOutputIndex !== -1) {
output.links.forEach(link => {
const targetLinkInfo = oldNode.graph.links[link];
if (targetLinkInfo) {
const targetNode = oldNode.graph.getNodeById(targetLinkInfo.target_id);
if (targetNode) {
newNode.connect(newOutputIndex, targetNode, targetLinkInfo.target_slot);
}
}
});
}
}
});
}
// Remove old node
app.graph.remove(oldNode);
// Remove others
if(newNode.type == 'easy fullkSampler'){
const link_output_id = newNode.outputs[0].links
if(link_output_id && link_output_id[0]){
const nodes = app.graph._nodes
const node = nodes.find(cate=> cate.inputs && cate.inputs[0] && cate.inputs[0]['link'] == link_output_id[0])
if(node){
app.graph.remove(node);
}
}
}else if(preSampling.includes(newNode.type)){
const link_output_id = newNode.outputs[0].links
if(!link_output_id || !link_output_id[0]){
const ksampler = LiteGraph.createNode('easy kSampler');
app.graph.add(ksampler);
ksampler.pos = newNode.pos.slice();
ksampler.pos[0] = ksampler.pos[0] + newNode.size[0] + 20;
const newInputIndex = newNode.findInputSlot('pipe');
if (newInputIndex !== -1) {
if (newNode) {
newNode.connect(0, ksampler, newInputIndex);
}
}
}
}
// autoHeight
newNode.setSize([newNode.size[0], newNode.computeSize()[1]]);
}
export function findWidgetByName(node, widgetName) {
return node.widgets.find(widget => typeof widgetName == 'object' ? widgetName.includes(widget.name) : widget.name === widgetName);
}
function replaceNodeMenuCallback(currentNode, targetNodeName, type) {
return function() {
replaceNode(currentNode, targetNodeName, type);
};
}
const addMenuHandler = (nodeType, cb)=> {
const getOpts = nodeType.prototype.getExtraMenuOptions;
nodeType.prototype.getExtraMenuOptions = function () {
const r = getOpts.apply(this, arguments);
cb.apply(this, arguments);
return r;
};
}
const addMenu = (content, type, nodes_include, nodeType, has_submenu=true) => {
addMenuHandler(nodeType, function (_, options) {
options.unshift({
content: content,
has_submenu: has_submenu,
callback: (value, options, e, menu, node) => showSwapMenu(value, options, e, menu, node, type, nodes_include)
})
if(type == 'loaders') {
options.unshift({
content: $t("💎 View Lora Info..."),
callback: (value, options, e, menu, node) => {
const widget = node.widgets.find(cate => cate.name == 'lora_name')
let name = widget.value;
if (!name || name == 'None') return
new LoraInfoDialog(name).show('loras', name);
}
})
options.unshift({
content: $t("💎 View Checkpoint Info..."),
callback: (value, options, e, menu, node) => {
let name = node.widgets[0].value;
if (!name || name == 'None') return
new CheckpointInfoDialog(name).show('checkpoints', name);
}
})
}
})
}
const showSwapMenu = (value, options, e, menu, node, type, nodes_include) => {
const swapOptions = [];
nodes_include.map(cate=>{
if (node.type !== cate) {
swapOptions.push({
content: `${cate}`,
callback: replaceNodeMenuCallback(node, cate, type)
});
}
})
new LiteGraph.ContextMenu(swapOptions, {
event: e,
callback: null,
parentMenu: menu,
node: node
});
return false;
}
// 重载节点
const CONVERTED_TYPE = "converted-widget";
const GET_CONFIG = Symbol();
function hideWidget(node, widget, suffix = "") {
widget.origType = widget.type;
widget.origComputeSize = widget.computeSize;
widget.origSerializeValue = widget.serializeValue;
widget.computeSize = () => [0, -4]; // -4 is due to the gap litegraph adds between widgets automatically
widget.type = CONVERTED_TYPE + suffix;
widget.serializeValue = () => {
// Prevent serializing the widget if we have no input linked
if (!node.inputs) {
return undefined;
}
let node_input = node.inputs.find((i) => i.widget?.name === widget.name);
if (!node_input || !node_input.link) {
return undefined;
}
return widget.origSerializeValue ? widget.origSerializeValue() : widget.value;
};
// Hide any linked widgets, e.g. seed+seedControl
if (widget.linkedWidgets) {
for (const w of widget.linkedWidgets) {
hideWidget(node, w, ":" + widget.name);
}
}
}
function convertToInput(node, widget, config) {
console.log('config:', config)
hideWidget(node, widget);
const { type } = getWidgetType(config);
// Add input and store widget config for creating on primitive node
const sz = node.size;
if(!widget.options || !widget.options.forceInput){
node.addInput(widget.name, type, {
widget: { name: widget.name, [GET_CONFIG]: () => config },
});
}
for (const widget of node.widgets) {
widget.last_y += LiteGraph.NODE_SLOT_HEIGHT;
}
// Restore original size but grow if needed
node.setSize([Math.max(sz[0], node.size[0]), Math.max(sz[1], node.size[1])]);
}
function getWidgetType(config) {
// Special handling for COMBO so we restrict links based on the entries
let type = config[0];
if (type instanceof Array) {
type = "COMBO";
}
return { type };
}
const reloadNode = function (node) {
const nodeType = node.constructor.type;
const origVals = node.properties.origVals || {};
const nodeTitle = origVals.title || node.title;
const nodeColor = origVals.color || node.color;
const bgColor = origVals.bgcolor || node.bgcolor;
const oldNode = node
const options = {
'size': [...node.size],
'color': nodeColor,
'bgcolor': bgColor,
'pos': [...node.pos]
}
let inputLinks = []
let outputLinks = []
if(node.inputs){
for (const input of node.inputs) {
if (input.link) {
const input_name = input.name
const input_slot = node.findInputSlot(input_name)
const input_node = node.getInputNode(input_slot)
const input_link = node.getInputLink(input_slot)
inputLinks.push([input_link.origin_slot, input_node, input_name])
}
}
}
if(node.outputs) {
for (const output of node.outputs) {
if (output.links) {
const output_name = output.name
for (const linkID of output.links) {
const output_link = graph.links[linkID]
const output_node = graph._nodes_by_id[output_link.target_id]
outputLinks.push([output_name, output_node, output_link.target_slot])
}
}
}
}
app.graph.remove(node)
const newNode = app.graph.add(LiteGraph.createNode(nodeType, nodeTitle, options));
function handleLinks() {
// re-convert inputs
if(oldNode.widgets) {
for (let w of oldNode.widgets) {
if (w.type === 'converted-widget') {
const WidgetToConvert = newNode.widgets.find((nw) => nw.name === w.name);
for (let i of oldNode.inputs) {
if (i.name === w.name) {
convertToInput(newNode, WidgetToConvert, i.widget);
}
}
}
}
}
// replace input and output links
for (let input of inputLinks) {
const [output_slot, output_node, input_name] = input;
output_node.connect(output_slot, newNode.id, input_name)
}
for (let output of outputLinks) {
const [output_name, input_node, input_slot] = output;
newNode.connect(output_name, input_node, input_slot)
}
}
// fix widget values
let values = oldNode.widgets_values;
if (!values && newNode.widgets?.length>0) {
newNode.widgets.forEach((newWidget, index) => {
const oldWidget = oldNode.widgets[index];
if (newWidget.name === oldWidget.name && newWidget.type === oldWidget.type) {
newWidget.value = oldWidget.value;
}
});
handleLinks();
return;
}
let pass = false
const isIterateForwards = values?.length <= newNode.widgets?.length;
let vi = isIterateForwards ? 0 : values.length - 1;
function evalWidgetValues(testValue, newWidg) {
if (testValue === true || testValue === false) {
if (newWidg.options?.on && newWidg.options?.off) {
return { value: testValue, pass: true };
}
} else if (typeof testValue === "number") {
if (newWidg.options?.min <= testValue && testValue <= newWidg.options?.max) {
return { value: testValue, pass: true };
}
} else if (newWidg.options?.values?.includes(testValue)) {
return { value: testValue, pass: true };
} else if (newWidg.inputEl && typeof testValue === "string") {
return { value: testValue, pass: true };
}
return { value: newWidg.value, pass: false };
}
const updateValue = (wi) => {
const oldWidget = oldNode.widgets[wi];
let newWidget = newNode.widgets[wi];
if (newWidget.name === oldWidget.name && newWidget.type === oldWidget.type) {
while ((isIterateForwards ? vi < values.length : vi >= 0) && !pass) {
let { value, pass } = evalWidgetValues(values[vi], newWidget);
if (pass && value !== null) {
newWidget.value = value;
break;
}
vi += isIterateForwards ? 1 : -1;
}
vi++
if (!isIterateForwards) {
vi = values.length - (newNode.widgets?.length - 1 - wi);
}
}
};
if (isIterateForwards && newNode.widgets?.length>0) {
for (let wi = 0; wi < newNode.widgets.length; wi++) {
updateValue(wi);
}
} else if(newNode.widgets?.length>0){
for (let wi = newNode.widgets.length - 1; wi >= 0; wi--) {
updateValue(wi);
}
}
handleLinks();
};
app.registerExtension({
name: "comfy.easyUse.extraMenu",
async beforeRegisterNodeDef(nodeType, nodeData, app) {
// 刷新节点
addMenuHandler(nodeType, function (_, options) {
options.unshift({
content: $t("🔃 Reload Node"),
callback: (value, options, e, menu, node) => {
let graphcanvas = LGraphCanvas.active_canvas;
if (!graphcanvas.selected_nodes || Object.keys(graphcanvas.selected_nodes).length <= 1) {
reloadNode(node);
} else {
for (let i in graphcanvas.selected_nodes) {
reloadNode(graphcanvas.selected_nodes[i]);
}
}
}
})
// ckptNames
if(nodeData.name == 'easy ckptNames'){
options.unshift({
content: $t("💎 View Checkpoint Info..."),
callback: (value, options, e, menu, node) => {
let name = node.widgets[0].value;
if (!name || name == 'None') return
new CheckpointInfoDialog(name).show('checkpoints', name);
}
})
}
})
// Swap提示词
if (positive_prompt.includes(nodeData.name)) {
addMenu("↪️ Swap EasyPrompt", 'positive_prompt', positive_prompt, nodeType)
}
// Swap加载器
if (loaders.includes(nodeData.name)) {
addMenu("↪️ Swap EasyLoader", 'loaders', loaders, nodeType)
}
// Swap预采样器
if (preSampling.includes(nodeData.name)) {
addMenu("↪️ Swap EasyPreSampling", 'preSampling', preSampling, nodeType)
}
// Swap kSampler
if (kSampler.includes(nodeData.name)) {
addMenu("↪️ Swap EasyKSampler", 'preSampling', kSampler, nodeType)
}
// Swap ControlNet
if (controlnet.includes(nodeData.name)) {
addMenu("↪️ Swap EasyControlnet", 'controlnet', controlnet, nodeType)
}
// Swap IPAdapater
if (ipadapter.includes(nodeData.name)) {
addMenu("↪️ Swap EasyAdapater", 'ipadapter', ipadapter, nodeType)
}
// Swap Image
if (imageNode.includes(nodeData.name)) {
addMenu("↪️ Swap LoadImage", 'load_image', imageNode, nodeType)
}
// Swap inpaint
if (inpaint.includes(nodeData.name)) {
addMenu("↪️ Swap InpaintNode", 'inpaint', inpaint, nodeType)
}
}
});