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Running
on
Zero
import { app } from "../../../scripts/app.js"; | |
import { ComfyWidgets } from "../../../scripts/widgets.js"; | |
const REROUTE_PRIMITIVE = "ReroutePrimitive|pysssss"; | |
const MULTI_PRIMITIVE = "MultiPrimitive|pysssss"; | |
const LAST_TYPE = Symbol("LastType"); | |
app.registerExtension({ | |
name: "pysssss.ReroutePrimitive", | |
init() { | |
// On graph configure, fire onGraphConfigured to create widgets | |
const graphConfigure = LGraph.prototype.configure; | |
LGraph.prototype.configure = function () { | |
const r = graphConfigure.apply(this, arguments); | |
for (const n of app.graph._nodes) { | |
if (n.type === REROUTE_PRIMITIVE) { | |
n.onGraphConfigured(); | |
} | |
} | |
return r; | |
}; | |
// Hide this node as it is no longer supported | |
const getNodeTypesCategories = LiteGraph.getNodeTypesCategories; | |
LiteGraph.getNodeTypesCategories = function() { | |
return getNodeTypesCategories.apply(this, arguments).filter(c => !c.startsWith("__hidden__")); | |
} | |
const graphToPrompt = app.graphToPrompt; | |
app.graphToPrompt = async function () { | |
const res = await graphToPrompt.apply(this, arguments); | |
const multiOutputs = []; | |
for (const nodeId in res.output) { | |
const output = res.output[nodeId]; | |
if (output.class_type === MULTI_PRIMITIVE) { | |
multiOutputs.push({ id: nodeId, inputs: output.inputs }); | |
} | |
} | |
function permute(outputs) { | |
function generatePermutations(inputs, currentIndex, currentPermutation, result) { | |
if (currentIndex === inputs.length) { | |
result.push({ ...currentPermutation }); | |
return; | |
} | |
const input = inputs[currentIndex]; | |
for (const k in input) { | |
currentPermutation[currentIndex] = input[k]; | |
generatePermutations(inputs, currentIndex + 1, currentPermutation, result); | |
} | |
} | |
const inputs = outputs.map((output) => output.inputs); | |
const result = []; | |
const current = new Array(inputs.length); | |
generatePermutations(inputs, 0, current, result); | |
return outputs.map((output, index) => ({ | |
...output, | |
inputs: result.reduce((p, permutation) => { | |
const count = Object.keys(p).length; | |
p["value" + (count || "")] = permutation[index]; | |
return p; | |
}, {}), | |
})); | |
} | |
const permutations = permute(multiOutputs); | |
for (let i = 0; i < permutations.length; i++) { | |
res.output[multiOutputs[i].id].inputs = permutations[i].inputs; | |
} | |
return res; | |
}; | |
}, | |
async beforeRegisterNodeDef(nodeType, nodeData, app) { | |
function addOutputHandler() { | |
// Finds the first non reroute output node down the chain | |
nodeType.prototype.getFirstReroutedOutput = function (slot) { | |
if (nodeData.name === MULTI_PRIMITIVE) { | |
slot = 0; | |
} | |
const links = this.outputs[slot].links; | |
if (!links) return null; | |
const search = []; | |
for (const l of links) { | |
const link = app.graph.links[l]; | |
if (!link) continue; | |
const node = app.graph.getNodeById(link.target_id); | |
if (node.type !== REROUTE_PRIMITIVE && node.type !== MULTI_PRIMITIVE) { | |
return { node, link }; | |
} | |
search.push({ node, link }); | |
} | |
for (const { link, node } of search) { | |
const r = node.getFirstReroutedOutput(link.target_slot); | |
if (r) { | |
return r; | |
} | |
} | |
}; | |
} | |
if (nodeData.name === REROUTE_PRIMITIVE) { | |
const configure = nodeType.prototype.configure || LGraphNode.prototype.configure; | |
const onConnectionsChange = nodeType.prototype.onConnectionsChange; | |
const onAdded = nodeType.prototype.onAdded; | |
nodeType.title_mode = LiteGraph.NO_TITLE; | |
function hasAnyInput(node) { | |
for (const input of node.inputs) { | |
if (input.link) { | |
return true; | |
} | |
} | |
return false; | |
} | |
// Remove input text | |
nodeType.prototype.onAdded = function () { | |
onAdded?.apply(this, arguments); | |
this.inputs[0].label = ""; | |
this.outputs[0].label = "value"; | |
this.setSize(this.computeSize()); | |
}; | |
// Restore any widgets | |
nodeType.prototype.onGraphConfigured = function () { | |
if (hasAnyInput(this)) return; | |
const outputNode = this.getFirstReroutedOutput(0); | |
if (outputNode) { | |
this.checkPrimitiveWidget(outputNode); | |
} | |
}; | |
// Check if we need to create (or remove) a widget on the node | |
nodeType.prototype.checkPrimitiveWidget = function ({ node, link }) { | |
let widgetType = link.type; | |
let targetLabel = widgetType; | |
const input = node.inputs[link.target_slot]; | |
if (input.widget?.config?.[0] instanceof Array) { | |
targetLabel = input.widget.name; | |
widgetType = "COMBO"; | |
} | |
if (widgetType in ComfyWidgets) { | |
if (!this.widgets?.length) { | |
let v; | |
if (this.widgets_values?.length) { | |
v = this.widgets_values[0]; | |
} | |
let config = [link.type, {}]; | |
if (input.widget?.config) { | |
config = input.widget.config; | |
} | |
const { widget } = ComfyWidgets[widgetType](this, "value", config, app); | |
if (v !== undefined && (!this[LAST_TYPE] || this[LAST_TYPE] === widgetType)) { | |
widget.value = v; | |
} | |
this[LAST_TYPE] = widgetType; | |
} | |
} else if (this.widgets) { | |
this.widgets.length = 0; | |
} | |
return targetLabel; | |
}; | |
// Finds all input nodes from the current reroute | |
nodeType.prototype.getReroutedInputs = function (slot) { | |
let nodes = [{ node: this }]; | |
let node = this; | |
while (node?.type === REROUTE_PRIMITIVE) { | |
const input = node.inputs[slot]; | |
if (input.link) { | |
const link = app.graph.links[input.link]; | |
node = app.graph.getNodeById(link.origin_id); | |
slot = link.origin_slot; | |
nodes.push({ | |
node, | |
link, | |
}); | |
} else { | |
node = null; | |
} | |
} | |
return nodes; | |
}; | |
addOutputHandler(); | |
// Update the type of all reroutes in a chain | |
nodeType.prototype.changeRerouteType = function (slot, type, label) { | |
const color = LGraphCanvas.link_type_colors[type]; | |
const output = this.outputs[slot]; | |
this.inputs[slot].label = " "; | |
output.label = label || (type === "*" ? "value" : type); | |
output.type = type; | |
// Process all linked outputs | |
for (const linkId of output.links || []) { | |
const link = app.graph.links[linkId]; | |
if (!link) continue; | |
link.color = color; | |
const node = app.graph.getNodeById(link.target_id); | |
if (node.changeRerouteType) { | |
// Recursively update reroutes | |
node.changeRerouteType(link.target_slot, type, label); | |
} else { | |
// Validate links to 'real' nodes | |
const theirType = node.inputs[link.target_slot].type; | |
if (theirType !== type && theirType !== "*") { | |
node.disconnectInput(link.target_slot); | |
} | |
} | |
} | |
if (this.inputs[slot].link) { | |
const link = app.graph.links[this.inputs[slot].link]; | |
if (link) link.color = color; | |
} | |
}; | |
// Override configure so we can flag that we are configuring to avoid link validation breaking | |
let configuring = false; | |
nodeType.prototype.configure = function () { | |
configuring = true; | |
const r = configure?.apply(this, arguments); | |
configuring = false; | |
return r; | |
}; | |
Object.defineProperty(nodeType, "title_mode", { | |
get() { | |
return app.canvas.current_node?.widgets?.length ? LiteGraph.NORMAL_TITLE : LiteGraph.NO_TITLE; | |
}, | |
}); | |
nodeType.prototype.onConnectionsChange = function (type, _, connected, link_info) { | |
// If configuring treat everything as OK as links may not be set by litegraph yet | |
if (configuring) return; | |
const isInput = type === LiteGraph.INPUT; | |
const slot = isInput ? link_info.target_slot : link_info.origin_slot; | |
let targetLabel = null; | |
let targetNode = null; | |
let targetType = "*"; | |
let targetSlot = slot; | |
const inputPath = this.getReroutedInputs(slot); | |
const rootInput = inputPath[inputPath.length - 1]; | |
const outputNode = this.getFirstReroutedOutput(slot); | |
if (rootInput.node.type === REROUTE_PRIMITIVE) { | |
// Our input node is a reroute, so see if we have an output | |
if (outputNode) { | |
targetType = outputNode.link.type; | |
} else if (rootInput.node.widgets) { | |
rootInput.node.widgets.length = 0; | |
} | |
targetNode = rootInput; | |
targetSlot = rootInput.link?.target_slot ?? slot; | |
} else { | |
// We have a real input, so we want to use that type | |
targetNode = inputPath[inputPath.length - 2]; | |
targetType = rootInput.node.outputs[rootInput.link.origin_slot].type; | |
targetSlot = rootInput.link.target_slot; | |
} | |
if (this.widgets && inputPath.length > 1) { | |
// We have an input node so remove our widget | |
this.widgets.length = 0; | |
} | |
if (outputNode && rootInput.node.checkPrimitiveWidget) { | |
// We have an output, check if we need to create a widget | |
targetLabel = rootInput.node.checkPrimitiveWidget(outputNode); | |
} | |
// Trigger an update of the type to all child nodes | |
targetNode.node.changeRerouteType(targetSlot, targetType, targetLabel); | |
return onConnectionsChange?.apply(this, arguments); | |
}; | |
// When collapsed fix the size to just the dot | |
const computeSize = nodeType.prototype.computeSize || LGraphNode.prototype.computeSize; | |
nodeType.prototype.computeSize = function () { | |
const r = computeSize.apply(this, arguments); | |
if (this.flags?.collapsed) { | |
return [1, 25]; | |
} else if (this.widgets?.length) { | |
return r; | |
} else { | |
let w = 75; | |
if (this.outputs?.[0]?.label) { | |
const t = LiteGraph.NODE_TEXT_SIZE * this.outputs[0].label.length * 0.6 + 30; | |
if (t > w) { | |
w = t; | |
} | |
} | |
return [w, r[1]]; | |
} | |
}; | |
// On collapse shrink the node to just a dot | |
const collapse = nodeType.prototype.collapse || LGraphNode.prototype.collapse; | |
nodeType.prototype.collapse = function () { | |
collapse.apply(this, arguments); | |
this.setSize(this.computeSize()); | |
requestAnimationFrame(() => { | |
this.setDirtyCanvas(true, true); | |
}); | |
}; | |
// Shift the bounding area up slightly as LiteGraph miscalculates it for collapsed nodes | |
nodeType.prototype.onBounding = function (area) { | |
if (this.flags?.collapsed) { | |
area[1] -= 15; | |
} | |
}; | |
} else if (nodeData.name === MULTI_PRIMITIVE) { | |
addOutputHandler(); | |
nodeType.prototype.onConnectionsChange = function (type, _, connected, link_info) { | |
for (let i = 0; i < this.inputs.length - 1; i++) { | |
if (!this.inputs[i].link) { | |
this.removeInput(i--); | |
} | |
} | |
if (this.inputs[this.inputs.length - 1].link) { | |
this.addInput("v" + +new Date(), this.inputs[0].type).label = "value"; | |
} | |
}; | |
} | |
}, | |
}); | |