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import {app} from "../../../../scripts/app.js";
import {api} from "../../../../scripts/api.js";
import {$el} from "../../../../scripts/ui.js";
const propmts = ["easy wildcards", "easy positive", "easy negative", "easy stylesSelector", "easy promptConcat", "easy promptReplace"]
const loaders = ["easy a1111Loader", "easy comfyLoader", "easy fullLoader", "easy svdLoader", "easy cascadeLoader", "easy sv3dLoader"]
const preSamplingNodes = ["easy preSampling", "easy preSamplingAdvanced", "easy preSamplingNoiseIn", "easy preSamplingCustom", "easy preSamplingDynamicCFG","easy preSamplingSdTurbo", "easy preSamplingLayerDiffusion"]
const kSampler = ["easy kSampler", "easy kSamplerTiled","easy kSamplerInpainting", "easy kSamplerDownscaleUnet", "easy kSamplerSDTurbo"]
const controlNetNodes = ["easy controlnetLoader", "easy controlnetLoaderADV"]
const instantIDNodes = ["easy instantIDApply", "easy instantIDApplyADV"]
const ipadapterNodes = ["easy ipadapterApply", "easy ipadapterApplyADV" , "easy ipadapterStyleComposition"]
const pipeNodes = ['easy pipeIn','easy pipeOut', 'easy pipeEdit']
const xyNodes = ['easy XYPlot', 'easy XYPlotAdvanced']
const extraNodes = ['easy setNode']
const modelNormalNodes = [...["Reroute"],...['RescaleCFG','LoraLoaderModelOnly','LoraLoader','FreeU','FreeU_v2'],...ipadapterNodes,...extraNodes]
const suggestions = {
// prompt
"easy seed":{
"from":{
"INT": [...["Reroute"],...preSamplingNodes,...['easy fullkSampler']]
}
},
"easy positive":{
"from":{
"STRING": [...["Reroute"],...propmts]
}
},
"easy negative":{
"from":{
"STRING": [...["Reroute"],...propmts]
}
},
"easy wildcards":{
"from":{
"STRING": [...["Reroute","easy showAnything"],...propmts,]
}
},
"easy stylesSelector":{
"from":{
"STRING": [...["Reroute","easy showAnything"],...propmts,]
}
},
"easy promptConcat":{
"from":{
"STRING": [...["Reroute","easy showAnything"],...propmts,]
}
},
"easy promptReplace":{
"from":{
"STRING": [...["Reroute","easy showAnything"],...propmts,]
}
},
// sd相关
"easy fullLoader": {
"from":{
"PIPE_LINE": [...["Reroute"],...preSamplingNodes,...['easy fullkSampler'],...pipeNodes,...extraNodes],
"MODEL":modelNormalNodes
},
"to":{
"STRING": [...["Reroute"],...propmts]
}
},
"easy a1111Loader": {
"from": {
"PIPE_LINE": [...["Reroute"], ...preSamplingNodes, ...controlNetNodes, ...instantIDNodes, ...pipeNodes, ...extraNodes],
"MODEL": modelNormalNodes
},
"to":{
"STRING": [...["Reroute"],...propmts]
}
},
"easy comfyLoader": {
"from": {
"PIPE_LINE": [...["Reroute"], ...preSamplingNodes, ...controlNetNodes, ...instantIDNodes, ...pipeNodes, ...extraNodes],
"MODEL": modelNormalNodes
},
"to":{
"STRING": [...["Reroute"],...propmts]
}
},
"easy svdLoader":{
"from": {
"PIPE_LINE": [...["Reroute"], ...["easy preSampling", "easy preSamplingAdvanced", "easy preSamplingDynamicCFG"], ...pipeNodes, ...extraNodes],
"MODEL": modelNormalNodes
},
"to":{
"STRING": [...["Reroute"],...propmts]
}
},
"easy zero123Loader":{
"from": {
"PIPE_LINE": [...["Reroute"], ...["easy preSampling", "easy preSamplingAdvanced", "easy preSamplingDynamicCFG"], ...pipeNodes, ...extraNodes],
"MODEL": modelNormalNodes
},
"to":{
"STRING": [...["Reroute"],...propmts]
}
},
"easy sv3dLoader":{
"from": {
"PIPE_LINE": [...["Reroute"], ...["easy preSampling", "easy preSamplingAdvanced", "easy preSamplingDynamicCFG"], ...pipeNodes, ...extraNodes],
"MODEL": modelNormalNodes
},
"to":{
"STRING": [...["Reroute"],...propmts]
}
},
"easy preSampling": {
"from": {
"PIPE_LINE": [...["Reroute"], ...kSampler, ...pipeNodes, ...controlNetNodes, ...xyNodes, ...extraNodes]
},
},
"easy preSamplingAdvanced": {
"from": {
"PIPE_LINE": [...["Reroute"], ...kSampler, ...pipeNodes, ...controlNetNodes, ...xyNodes, ...extraNodes]
}
},
"easy preSamplingDynamicCFG": {
"from": {
"PIPE_LINE": [...["Reroute"], ...kSampler, ...pipeNodes, ...controlNetNodes, ...xyNodes, ...extraNodes]
}
},
"easy preSamplingCustom": {
"from": {
"PIPE_LINE": [...["Reroute"], ...kSampler, ...pipeNodes, ...controlNetNodes, ...xyNodes, ...extraNodes]
}
},
"easy preSamplingLayerDiffusion": {
"from": {
"PIPE_LINE": [...["Reroute", "easy kSamplerLayerDiffusion"], ...kSampler, ...pipeNodes, ...controlNetNodes, ...xyNodes, ...extraNodes]
}
},
"easy preSamplingNoiseIn": {
"from": {
"PIPE_LINE": [...["Reroute"], ...kSampler, ...pipeNodes, ...controlNetNodes, ...xyNodes, ...extraNodes]
}
},
// ksampler
"easy fullkSampler": {
"from": {
"PIPE_LINE": [...["Reroute"], ...pipeNodes.reverse(), ...['easy preDetailerFix', 'easy preMaskDetailerFix'], ...preSamplingNodes, ...extraNodes]
}
},
"easy kSampler": {
"from": {
"PIPE_LINE": [...["Reroute"], ...pipeNodes.reverse(), ...['easy preDetailerFix', 'easy preMaskDetailerFix', 'easy hiresFix'], ...preSamplingNodes, ...extraNodes],
}
},
// cn
"easy controlnetLoader": {
"from": {
"PIPE_LINE": [...["Reroute"], ...preSamplingNodes, ...controlNetNodes, ...instantIDNodes, ...pipeNodes, ...extraNodes]
}
},
"easy controlnetLoaderADV":{
"from": {
"PIPE_LINE": [...["Reroute"], ...preSamplingNodes, ...controlNetNodes, ...instantIDNodes, ...pipeNodes, ...extraNodes]
}
},
// instant
"easy instantIDApply": {
"from": {
"PIPE_LINE": [...["Reroute"], ...preSamplingNodes, ...controlNetNodes, ...instantIDNodes, ...pipeNodes, ...extraNodes],
"MODEL": modelNormalNodes
},
"to":{
"COMBO": [...["Reroute", "easy promptLine"]]
}
},
"easy instantIDApplyADV":{
"from": {
"PIPE_LINE": [...["Reroute"], ...preSamplingNodes, ...controlNetNodes, ...instantIDNodes, ...pipeNodes, ...extraNodes],
"MODEL": modelNormalNodes
},
"to":{
"COMBO": [...["Reroute", "easy promptLine"]]
}
},
"easy ipadapterApply":{
"to":{
"COMBO": [...["Reroute", "easy promptLine"]]
}
},
"easy ipadapterApplyADV":{
"to":{
"STRING": [...["Reroute", "easy sliderControl"], ...propmts],
"COMBO": [...["Reroute", "easy promptLine"]]
}
},
"easy ipadapterStyleComposition":{
"to":{
"COMBO": [...["Reroute", "easy promptLine"]]
}
},
// fix
"easy preDetailerFix":{
"from": {
"PIPE_LINE": [...["Reroute", "easy detailerFix"], ...pipeNodes, ...extraNodes]
},
"to":{
"PIPE_LINE": [...["Reroute", "easy ultralyticsDetectorPipe", "easy samLoaderPipe", "easy kSampler", "easy fullkSampler"]]
}
},
"easy preMaskDetailerFix":{
"from": {
"PIPE_LINE": [...["Reroute", "easy detailerFix"], ...pipeNodes, ...extraNodes]
}
},
"easy samLoaderPipe": {
"from":{
"PIPE_LINE": [...["Reroute", "easy preDetailerFix"], ...pipeNodes, ...extraNodes]
}
},
"easy ultralyticsDetectorPipe": {
"from":{
"PIPE_LINE": [...["Reroute", "easy preDetailerFix"], ...pipeNodes, ...extraNodes]
}
},
// cascade相关
"easy cascadeLoader":{
"from": {
"PIPE_LINE": [...["Reroute"], ...["easy fullCascadeKSampler", 'easy preSamplingCascade'], ...controlNetNodes, ...pipeNodes, ...extraNodes],
"MODEL": modelNormalNodes.filter(cate => !ipadapterNodes.includes(cate))
}
},
"easy fullCascadeKSampler":{
"from": {
"PIPE_LINE": [...["Reroute"], ...["easy preSampling", "easy preSamplingAdvanced"], ...pipeNodes, ...extraNodes]
}
},
"easy preSamplingCascade":{
"from": {
"PIPE_LINE": [...["Reroute"], ...["easy cascadeKSampler",], ...pipeNodes, ...extraNodes]
}
},
"easy cascadeKSampler": {
"from": {
"PIPE_LINE": [...["Reroute"], ...["easy preSampling", "easy preSamplingAdvanced"], ...pipeNodes, ...extraNodes]
}
},
}
app.registerExtension({
name: "comfy.easyuse.suggestions",
async setup(app) {
LGraphCanvas.prototype.createDefaultNodeForSlot = function(optPass) { // addNodeMenu for connection
var optPass = optPass || {};
var opts = Object.assign({ nodeFrom: null // input
,slotFrom: null // input
,nodeTo: null // output
,slotTo: null // output
,position: [] // pass the event coords
,nodeType: null // choose a nodetype to add, AUTO to set at first good
,posAdd:[0,0] // adjust x,y
,posSizeFix:[0,0] // alpha, adjust the position x,y based on the new node size w,h
}
,optPass
);
var that = this;
var isFrom = opts.nodeFrom && opts.slotFrom!==null;
var isTo = !isFrom && opts.nodeTo && opts.slotTo!==null;
if (!isFrom && !isTo){
console.warn("No data passed to createDefaultNodeForSlot "+opts.nodeFrom+" "+opts.slotFrom+" "+opts.nodeTo+" "+opts.slotTo);
return false;
}
if (!opts.nodeType){
console.warn("No type to createDefaultNodeForSlot");
return false;
}
var nodeX = isFrom ? opts.nodeFrom : opts.nodeTo;
var slotX = isFrom ? opts.slotFrom : opts.slotTo;
var nodeType = nodeX.type
var iSlotConn = false;
switch (typeof slotX){
case "string":
iSlotConn = isFrom ? nodeX.findOutputSlot(slotX,false) : nodeX.findInputSlot(slotX,false);
slotX = isFrom ? nodeX.outputs[slotX] : nodeX.inputs[slotX];
break;
case "object":
// ok slotX
iSlotConn = isFrom ? nodeX.findOutputSlot(slotX.name) : nodeX.findInputSlot(slotX.name);
break;
case "number":
iSlotConn = slotX;
slotX = isFrom ? nodeX.outputs[slotX] : nodeX.inputs[slotX];
break;
case "undefined":
default:
// bad ?
//iSlotConn = 0;
console.warn("Cant get slot information "+slotX);
return false;
}
if (slotX===false || iSlotConn===false){
console.warn("createDefaultNodeForSlot bad slotX "+slotX+" "+iSlotConn);
}
// check for defaults nodes for this slottype
var fromSlotType = slotX.type==LiteGraph.EVENT?"_event_":slotX.type;
var slotTypesDefault = isFrom ? LiteGraph.slot_types_default_out : LiteGraph.slot_types_default_in;
if(slotTypesDefault && slotTypesDefault[fromSlotType]){
if (slotX.link !== null) {
// is connected
}else{
// is not not connected
}
let nodeNewType = false;
const fromOrTo = isFrom ? 'from' : 'to'
if(suggestions[nodeType] && suggestions[nodeType][fromOrTo] && suggestions[nodeType][fromOrTo][fromSlotType]?.length>0){
for(var typeX in suggestions[nodeType][fromOrTo][fromSlotType]){
if (opts.nodeType == suggestions[nodeType][fromOrTo][fromSlotType][typeX] || opts.nodeType == "AUTO") {
nodeNewType = suggestions[nodeType][fromOrTo][fromSlotType][typeX];
break
}
}
}
else if(typeof slotTypesDefault[fromSlotType] == "object" || typeof slotTypesDefault[fromSlotType] == "array"){
for(var typeX in slotTypesDefault[fromSlotType]){
if (opts.nodeType == slotTypesDefault[fromSlotType][typeX] || opts.nodeType == "AUTO"){
nodeNewType = slotTypesDefault[fromSlotType][typeX];
// console.log("opts.nodeType == slotTypesDefault[fromSlotType][typeX] :: "+opts.nodeType);
break; // --------
}
}
}else{
if (opts.nodeType == slotTypesDefault[fromSlotType] || opts.nodeType == "AUTO") nodeNewType = slotTypesDefault[fromSlotType];
}
if (nodeNewType) {
var nodeNewOpts = false;
if (typeof nodeNewType == "object" && nodeNewType.node){
nodeNewOpts = nodeNewType;
nodeNewType = nodeNewType.node;
}
//that.graph.beforeChange();
var newNode = LiteGraph.createNode(nodeNewType);
if(newNode){
// if is object pass options
if (nodeNewOpts){
if (nodeNewOpts.properties) {
for (var i in nodeNewOpts.properties) {
newNode.addProperty( i, nodeNewOpts.properties[i] );
}
}
if (nodeNewOpts.inputs) {
newNode.inputs = [];
for (var i in nodeNewOpts.inputs) {
newNode.addOutput(
nodeNewOpts.inputs[i][0],
nodeNewOpts.inputs[i][1]
);
}
}
if (nodeNewOpts.outputs) {
newNode.outputs = [];
for (var i in nodeNewOpts.outputs) {
newNode.addOutput(
nodeNewOpts.outputs[i][0],
nodeNewOpts.outputs[i][1]
);
}
}
if (nodeNewOpts.title) {
newNode.title = nodeNewOpts.title;
}
if (nodeNewOpts.json) {
newNode.configure(nodeNewOpts.json);
}
}
// add the node
that.graph.add(newNode);
newNode.pos = [ opts.position[0]+opts.posAdd[0]+(opts.posSizeFix[0]?opts.posSizeFix[0]*newNode.size[0]:0)
,opts.position[1]+opts.posAdd[1]+(opts.posSizeFix[1]?opts.posSizeFix[1]*newNode.size[1]:0)]; //that.last_click_position; //[e.canvasX+30, e.canvasX+5];*/
//that.graph.afterChange();
// connect the two!
if (isFrom){
opts.nodeFrom.connectByType( iSlotConn, newNode, fromSlotType );
}else{
opts.nodeTo.connectByTypeOutput( iSlotConn, newNode, fromSlotType );
}
// if connecting in between
if (isFrom && isTo){
// TODO
}
return true;
}else{
console.log("failed creating "+nodeNewType);
}
}
}
return false;
}
LGraphCanvas.prototype.showConnectionMenu = function(optPass) { // addNodeMenu for connection
var optPass = optPass || {};
var opts = Object.assign({ nodeFrom: null // input
,slotFrom: null // input
,nodeTo: null // output
,slotTo: null // output
,e: null
}
,optPass
);
var that = this;
var isFrom = opts.nodeFrom && opts.slotFrom;
var isTo = !isFrom && opts.nodeTo && opts.slotTo;
if (!isFrom && !isTo){
console.warn("No data passed to showConnectionMenu");
return false;
}
var nodeX = isFrom ? opts.nodeFrom : opts.nodeTo;
var slotX = isFrom ? opts.slotFrom : opts.slotTo;
var iSlotConn = false;
switch (typeof slotX){
case "string":
iSlotConn = isFrom ? nodeX.findOutputSlot(slotX,false) : nodeX.findInputSlot(slotX,false);
slotX = isFrom ? nodeX.outputs[slotX] : nodeX.inputs[slotX];
break;
case "object":
// ok slotX
iSlotConn = isFrom ? nodeX.findOutputSlot(slotX.name) : nodeX.findInputSlot(slotX.name);
break;
case "number":
iSlotConn = slotX;
slotX = isFrom ? nodeX.outputs[slotX] : nodeX.inputs[slotX];
break;
default:
// bad ?
//iSlotConn = 0;
console.warn("Cant get slot information "+slotX);
return false;
}
var options = ["Add Node",null];
if (that.allow_searchbox){
options.push("Search");
options.push(null);
}
// get defaults nodes for this slottype
var fromSlotType = slotX.type==LiteGraph.EVENT?"_event_":slotX.type;
var slotTypesDefault = isFrom ? LiteGraph.slot_types_default_out : LiteGraph.slot_types_default_in;
var nodeType = nodeX.type
if(slotTypesDefault && slotTypesDefault[fromSlotType]){
const fromOrTo = isFrom ? 'from' : 'to'
if(suggestions[nodeType] && suggestions[nodeType][fromOrTo] && suggestions[nodeType][fromOrTo][fromSlotType]?.length>0){
for(var typeX in suggestions[nodeType][fromOrTo][fromSlotType]){
options.push(suggestions[nodeType][fromOrTo][fromSlotType][typeX]);
}
}
else if(typeof slotTypesDefault[fromSlotType] == "object" || typeof slotTypesDefault[fromSlotType] == "array"){
for(var typeX in slotTypesDefault[fromSlotType]){
options.push(slotTypesDefault[fromSlotType][typeX]);
}
}else{
options.push(slotTypesDefault[fromSlotType]);
}
}
// build menu
var menu = new LiteGraph.ContextMenu(options, {
event: opts.e,
title: (slotX && slotX.name!="" ? (slotX.name + (fromSlotType?" | ":"")) : "")+(slotX && fromSlotType ? fromSlotType : ""),
callback: inner_clicked
});
// callback
function inner_clicked(v,options,e) {
//console.log("Process showConnectionMenu selection");
switch (v) {
case "Add Node":
LGraphCanvas.onMenuAdd(null, null, e, menu, function(node){
if (isFrom){
opts.nodeFrom.connectByType( iSlotConn, node, fromSlotType );
}else{
opts.nodeTo.connectByTypeOutput( iSlotConn, node, fromSlotType );
}
});
break;
case "Search":
if(isFrom){
that.showSearchBox(e,{node_from: opts.nodeFrom, slot_from: slotX, type_filter_in: fromSlotType});
}else{
that.showSearchBox(e,{node_to: opts.nodeTo, slot_from: slotX, type_filter_out: fromSlotType});
}
break;
default:
// check for defaults nodes for this slottype
var nodeCreated = that.createDefaultNodeForSlot(Object.assign(opts,{ position: [opts.e.canvasX, opts.e.canvasY]
,nodeType: v
}));
if (nodeCreated){
// new node created
//console.log("node "+v+" created")
}else{
// failed or v is not in defaults
}
break;
}
}
return false;
};
}
}) |