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Includes 30 custom nodes committed directly, 7 Civitai-exclusive loras stored via Git LFS, and a setup script that installs all dependencies and downloads HuggingFace-hosted models on vast.ai. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
215 lines
6.5 KiB
TypeScript
215 lines
6.5 KiB
TypeScript
import type {
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LGraphNode,
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LLink,
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LGraphCanvas,
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INodeInputSlot,
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INodeOutputSlot,
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ISlotType,
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} from "@comfyorg/frontend";
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import type {ComfyNodeDef} from "typings/comfy.js";
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import {app} from "scripts/app.js";
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import {DynamicContextNodeBase, InputLike} from "./dynamic_context_base.js";
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import {NodeTypesString} from "./constants.js";
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import {
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InputMutation,
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SERVICE as CONTEXT_SERVICE,
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getContextOutputName,
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} from "./services/context_service.js";
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import {getConnectedInputNodesAndFilterPassThroughs} from "./utils.js";
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import {debounce, moveArrayItem} from "rgthree/common/shared_utils.js";
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import {measureText} from "./utils_canvas.js";
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import {SERVICE as CONFIG_SERVICE} from "./services/config_service.js";
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type ShadowInputData = {
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node: LGraphNode;
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slot: number;
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shadowIndex: number;
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shadowIndexIfShownSingularly: number;
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shadowIndexFull: number;
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nodeIndex: number;
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type: string | -1;
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name: string;
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key: string;
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// isDuplicatedBefore: boolean,
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duplicatesBefore: number[];
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duplicatesAfter: number[];
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};
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/**
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* The Context Switch node.
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*/
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class DynamicContextSwitchNode extends DynamicContextNodeBase {
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static override title = NodeTypesString.DYNAMIC_CONTEXT_SWITCH;
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static override type = NodeTypesString.DYNAMIC_CONTEXT_SWITCH;
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static comfyClass = NodeTypesString.DYNAMIC_CONTEXT_SWITCH;
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protected override readonly hasShadowInputs = true;
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// override hasShadowInputs = true;
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/**
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* We should be able to assume that `lastInputsList` is the input list after the last, major
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* synchronous change. Which should mean, if we're handling a change that is currently live, but
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* not represented in our node (like, an upstream node has already removed an input), then we
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* should be able to compar the current InputList to this `lastInputsList`.
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*/
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lastInputsList: ShadowInputData[] = [];
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private shadowInputs: (InputLike & {count: number})[] = [
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{name: "base_ctx", type: "RGTHREE_DYNAMIC_CONTEXT", link: null, count: 0, boundingRect: null},
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];
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constructor(title = DynamicContextSwitchNode.title) {
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super(title);
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}
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override getContextInputsList() {
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return this.shadowInputs;
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}
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override handleUpstreamMutation(mutation: InputMutation) {
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this.scheduleHardRefresh();
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}
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override onConnectionsChange(
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type: ISlotType,
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slotIndex: number,
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isConnected: boolean,
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link: LLink | null | undefined,
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inputOrOutput: INodeInputSlot | INodeOutputSlot,
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): void {
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super.onConnectionsChange?.call(this, type, slotIndex, isConnected, link, inputOrOutput);
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if (this.configuring) {
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return;
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}
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if (type === LiteGraph.INPUT) {
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this.scheduleHardRefresh();
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}
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}
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scheduleHardRefresh(ms = 64) {
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return debounce(() => {
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this.refreshInputsAndOutputs();
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}, ms);
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}
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override onNodeCreated() {
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this.addInput("ctx_1", "RGTHREE_DYNAMIC_CONTEXT");
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this.addInput("ctx_2", "RGTHREE_DYNAMIC_CONTEXT");
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this.addInput("ctx_3", "RGTHREE_DYNAMIC_CONTEXT");
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this.addInput("ctx_4", "RGTHREE_DYNAMIC_CONTEXT");
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this.addInput("ctx_5", "RGTHREE_DYNAMIC_CONTEXT");
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super.onNodeCreated();
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}
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override addContextInput(name: string, type: string, slot?: number): void {}
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/**
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* This is a "hard" refresh of the list, but looping over the actual context inputs, and
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* recompiling the shadowInputs and outputs.
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*/
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private refreshInputsAndOutputs() {
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const inputs: (InputLike & {count: number})[] = [
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{name: "base_ctx", type: "RGTHREE_DYNAMIC_CONTEXT", link: null, count: 0, boundingRect: null},
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];
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let numConnected = 0;
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for (let i = 0; i < this.inputs.length; i++) {
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const childCtxs = getConnectedInputNodesAndFilterPassThroughs(
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this,
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this,
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i,
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) as DynamicContextNodeBase[];
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if (childCtxs.length > 1) {
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throw new Error("How is there more than one input?");
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}
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const ctx = childCtxs[0];
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if (!ctx) continue;
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numConnected++;
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const slotsData = CONTEXT_SERVICE.getDynamicContextInputsData(ctx);
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console.log(slotsData);
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for (const slotData of slotsData) {
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const found = inputs.find(
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(n) => getContextOutputName(slotData.name) === getContextOutputName(n.name),
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);
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if (found) {
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found.count += 1;
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continue;
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}
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inputs.push({
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name: slotData.name,
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type: slotData.type,
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link: null,
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count: 1,
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boundingRect: null,
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});
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}
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}
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this.shadowInputs = inputs;
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// First output is always CONTEXT, so "p" is the offset.
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let i = 0;
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for (i; i < this.shadowInputs.length; i++) {
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const data = this.shadowInputs[i]!;
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let existing = this.outputs.find(
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(o) => getContextOutputName(o.name) === getContextOutputName(data.name),
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);
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if (!existing) {
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existing = this.addOutput(getContextOutputName(data.name), data.type);
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}
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moveArrayItem(this.outputs, existing, i);
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delete existing.rgthree_status;
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if (data.count !== numConnected) {
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existing.rgthree_status = "WARN";
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}
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}
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while (this.outputs[i]) {
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const output = this.outputs[i];
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if (output?.links?.length) {
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output.rgthree_status = "ERROR";
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i++;
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} else {
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this.removeOutput(i);
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}
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}
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this.fixInputsOutputsLinkSlots();
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}
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override onDrawForeground(ctx: CanvasRenderingContext2D, canvas: LGraphCanvas): void {
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const low_quality = (canvas?.ds?.scale ?? 1) < 0.6;
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if (low_quality || this.size[0] <= 10) {
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return;
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}
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let y = LiteGraph.NODE_SLOT_HEIGHT - 1;
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const w = this.size[0];
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ctx.save();
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ctx.font = "normal " + LiteGraph.NODE_SUBTEXT_SIZE + "px Arial";
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ctx.textAlign = "right";
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for (const output of this.outputs) {
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if (!output.rgthree_status) {
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y += LiteGraph.NODE_SLOT_HEIGHT;
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continue;
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}
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const x = w - 20 - measureText(ctx, output.name);
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if (output.rgthree_status === "ERROR") {
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ctx.fillText("🛑", x, y);
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} else if (output.rgthree_status === "WARN") {
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ctx.fillText("⚠️", x, y);
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}
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y += LiteGraph.NODE_SLOT_HEIGHT;
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}
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ctx.restore();
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}
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}
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app.registerExtension({
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name: "rgthree.DynamicContextSwitch",
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async beforeRegisterNodeDef(nodeType: typeof LGraphNode, nodeData: ComfyNodeDef) {
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if (!CONFIG_SERVICE.getConfigValue("unreleased.dynamic_context.enabled")) {
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return;
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}
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if (nodeData.name === DynamicContextSwitchNode.type) {
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DynamicContextSwitchNode.setUp(nodeType, nodeData);
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}
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},
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});
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