ioatol / ComfyUI /custom_nodes /cg-use-everywhere /js /use_everywhere_graph_analysis.js
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import { GroupNodeHandler } from "../core/groupNode.js";
import { UseEverywhereList } from "./use_everywhere_classes.js";
import { add_ue_from_node, add_ue_from_node_in_group } from "./use_everywhere_nodes.js";
import { node_in_loop, node_is_live, is_connected, is_UEnode, Logger, get_real_node } from "./use_everywhere_utilities.js";
import { app } from "../../scripts/app.js";
class GraphAnalyser {
static _instance;
static instance() {
if (!this._instance) this._instance = new GraphAnalyser();
return this._instance;
}
constructor() {
this.original_graphToPrompt = app.graphToPrompt;
this.ambiguity_messages = [];
this.pause_depth = 0;
}
pause() { this.pause_depth += 1; }
unpause() { this.pause_depth -= 1; }
async analyse_graph(modify_and_return_prompt=false, check_for_loops=false, supress_before_queued=true) {
//try {
/*if (supress_before_queued) {
app.graph._nodes.forEach((node) => {
node.widgets?.forEach((widget) => {
if (widget.beforeQueued) {
widget.__beforeQueued = widget.beforeQueued;
widget.beforeQueued = null;
}
})
if(node.seedControl && node.seedControl.lastSeedButton){ // for efficiency nodes seedControl
node.seedControl.lastSeedButton.__disabled = node.seedControl.lastSeedButton.disabled
node.seedControl.lastSeedButton.disabled = true
}
})
}*/
//return this._analyse_graph(modify_and_return_prompt, check_for_loops);
/*} finally {
if (supress_before_queued) {
app.graph._nodes.forEach((node) => {
node.widgets?.forEach((widget) => {
if (widget.__beforeQueued) {
widget.beforeQueued = widget.__beforeQueued;
widget.__beforeQueued = null;
}
})
if(node.seedControl && node.seedControl.lastSeedButton){ // for efficiency nodes seedControl
node.seedControl.lastSeedButton.disabled = node.seedControl.lastSeedButton.__disabled
}
})
}
}*/
//}
//async _analyse_graph(modify_and_return_prompt=false, check_for_loops=false) {
if (this.pause_depth > 0) { return this.original_graphToPrompt.apply(app) }
this.ambiguity_messages = [];
var p;
if (modify_and_return_prompt) {
p = await this.original_graphToPrompt.apply(app);
p = structuredClone(p);
} else {
p = { workflow:app.graph.serialize() }
}
// Create a UseEverywhereList and populate it from all live (not bypassed) nodes
const ues = new UseEverywhereList();
const live_nodes = p.workflow.nodes.filter((node) => node_is_live(node))
live_nodes.filter((node) => is_UEnode(node)).forEach(node => { add_ue_from_node(ues, node); })
live_nodes.filter((node) => (get_real_node(node.id, Logger.INFORMATION) && GroupNodeHandler.isGroupNode(get_real_node(node.id)))).forEach( groupNode => {
const group_data = GroupNodeHandler.getGroupData(get_real_node(groupNode.id));
group_data.nodeData.nodes.filter((node) => is_UEnode(node)).forEach(node => {
add_ue_from_node_in_group(ues, node, groupNode.id, group_data);
})
})
const links_added = new Set();
// Look for unconnected inputs and see if we can connect them
live_nodes.filter((node) => !is_UEnode(node)).forEach(node => {
const nd = get_real_node(node.id, Logger.INFORMATION);
if (nd) {
var gpData = GroupNodeHandler.getGroupData(nd);
const isGrp = !!gpData;
const o2n = isGrp ? Object.entries(gpData.oldToNewInputMap) : null;
node.inputs?.forEach(input => {
if (!is_connected(input) && !(node.reject_ue_connection && node.reject_ue_connection(input))) {
var ue = ues.find_best_match(node, input, this.ambiguity_messages);
if (ue && modify_and_return_prompt) {
var effective_node = node;
var effective_node_slot = -1;
if (isGrp) { // the node we are looking at is a group node
const in_index = node.inputs.findIndex((i)=>i==input);
const inner_node_index = o2n.findIndex((l)=>Object.values(l[1]).includes(in_index));
const inner_node_slot_index = Object.values(o2n[inner_node_index][1]).findIndex((l)=>l==in_index);
effective_node_slot = Object.keys(o2n[inner_node_index][1])[inner_node_slot_index];
effective_node = nd.getInnerNodes()[o2n[inner_node_index][0]];
}
const upNode = get_real_node(ue.output[0]);
var effective_output = [ue.output[0], ue.output[1]];
if (GroupNodeHandler.isGroupNode(upNode)) { // the upstream node is a group node
const upGpData = GroupNodeHandler.getGroupData(upNode);
const up_inner_node = upGpData.newToOldOutputMap[ue.output[1]].node;
const up_inner_node_index = up_inner_node.index;
const up_inner_node_id = upNode.getInnerNodes()[up_inner_node_index].id;
const up_inner_node_slot = upGpData.newToOldOutputMap[ue.output[1]].slot;
effective_output = [`${up_inner_node_id}`, up_inner_node_slot];
}
if (effective_node_slot==-1) effective_node_slot = effective_node.inputs.findIndex((i)=>(i.label ? i.label : i.name)===(input.label ? input.label : input.name));
p.output[effective_node.id].inputs[effective_node.inputs[effective_node_slot].name] = effective_output;
links_added.add({
"downstream":effective_node.id, "downstream_slot":effective_node_slot,
"upstream":effective_output[0], "upstream_slot":effective_output[1],
"controller":ue.controller.id,
"type":ue.type
});
}
}
});
}
});
if (this.ambiguity_messages.length) Logger.log(Logger.PROBLEM, "Ambiguous connections", this.ambiguity_messages, Logger.CAT_AMBIGUITY);
// if there are loops report them and raise an exception
if (check_for_loops && app.ui.settings.getSettingValue('AE.checkloops', true)) {
try {
node_in_loop(live_nodes, links_added);
} catch (e) {
if (!e.stack) throw e;
if (e.ues && e.ues.length > 0){
alert(`Loop (${e.stack}) with broadcast (${e.ues}) - not submitting workflow`);
} else {
alert(`Loop (${e.stack}) - not submitting workflow`);
}
throw new Error(`Loop Detected ${e.stack}, ${e.ues}`, {"cause":e});
}
}
if (modify_and_return_prompt) {
[...links_added].forEach((l)=>{
p.workflow.last_link_id += 1;
p.workflow.links.push([p.workflow.last_link_id, parseInt(l.upstream), l.upstream_slot, l.downstream, l.downstream_slot, l.type])
})
return p;
}
else return ues;
}
}
export { GraphAnalyser }