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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>
462 lines
16 KiB
TypeScript
462 lines
16 KiB
TypeScript
import type {
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LGraphNode,
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IWidget,
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Vector2,
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CanvasMouseEvent,
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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 {RgthreeBaseServerNode} from "./base_node.js";
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import {NodeTypesString} from "./constants.js";
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import {removeUnusedInputsFromEnd} from "./utils_inputs_outputs.js";
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import {debounce} from "rgthree/common/shared_utils.js";
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import {ComfyWidgets} from "scripts/widgets.js";
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import {RgthreeBaseHitAreas, RgthreeBaseWidget, RgthreeBaseWidgetBounds} from "./utils_widgets.js";
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import {
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drawPlusIcon,
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drawRoundedRectangle,
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drawWidgetButton,
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isLowQuality,
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measureText,
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} from "./utils_canvas.js";
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import {rgthree} from "./rgthree.js";
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type Vector4 = [number, number, number, number];
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const ALPHABET = "abcdefghijklmnopqrstuv".split("");
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const OUTPUT_TYPES = ["STRING", "INT", "FLOAT", "BOOLEAN", "*"];
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class RgthreePowerPuter extends RgthreeBaseServerNode {
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static override title = NodeTypesString.POWER_PUTER;
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static override type = NodeTypesString.POWER_PUTER;
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static comfyClass = NodeTypesString.POWER_PUTER;
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private outputTypeWidget!: OutputsWidget;
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private expressionWidget!: IWidget;
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private stabilizeBound = this.stabilize.bind(this);
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constructor(title = NODE_CLASS.title) {
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super(title);
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// Note, configure will add as many as was in the stored workflow automatically.
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this.addAnyInput(2);
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this.addInitialWidgets();
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}
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// /**
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// * We need to patch in the configure to fix a bug where Power Puter was using BOOL instead of
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// * BOOLEAN.
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// */
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// override configure(info: ISerialisedNode): void {
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// super.configure(info);
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// // Update BOOL to BOOLEAN due to a bug using BOOL instead of BOOLEAN.
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// this.outputTypeWidget
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// }
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static override setUp(comfyClass: typeof LGraphNode, nodeData: ComfyNodeDef) {
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RgthreeBaseServerNode.registerForOverride(comfyClass, nodeData, NODE_CLASS);
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}
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override onConnectionsChange(...args: any[]): void {
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super.onConnectionsChange?.apply(this, [...arguments] as any);
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this.scheduleStabilize();
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}
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scheduleStabilize(ms = 64) {
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return debounce(this.stabilizeBound, ms);
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}
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stabilize() {
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removeUnusedInputsFromEnd(this, 1);
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this.addAnyInput();
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this.setOutputs();
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}
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private addInitialWidgets() {
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if (!this.outputTypeWidget) {
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this.outputTypeWidget = this.addCustomWidget(
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new OutputsWidget("outputs", this),
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) as OutputsWidget;
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this.expressionWidget = ComfyWidgets["STRING"](
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this,
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"code",
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["STRING", {multiline: true}],
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app,
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).widget;
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}
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}
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private addAnyInput(num = 1) {
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for (let i = 0; i < num; i++) {
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this.addInput(ALPHABET[this.inputs.length]!, "*" as string);
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}
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}
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private setOutputs() {
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const desiredOutputs = this.outputTypeWidget.value.outputs;
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for (let i = 0; i < Math.max(this.outputs.length, desiredOutputs.length); i++) {
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const desired = desiredOutputs[i];
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let output = this.outputs[i];
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if (!desired && output) {
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this.disconnectOutput(i);
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this.removeOutput(i);
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continue;
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}
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output = output || this.addOutput("", "");
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const outputLabel =
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output.label === "*" || output.label === output.type ? null : output.label;
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output.type = String(desired);
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output.label = outputLabel || output.type;
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}
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}
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override getHelp() {
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return `
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<p>
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The ${this.type!.replace("(rgthree)", "")} is a powerful and versatile node that opens the
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door for a wide range of utility by offering mult-line code parsing for output. This node
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can be used for simple string concatenation, or math operations; to an image dimension or a
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node's widgets with advanced list comprehension.
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If you want to output something in your workflow, this is the node to do it.
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</p>
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<ul>
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<li><p>
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Evaluate almost any kind of input and more, and choose your output from INT, FLOAT,
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STRING, or BOOLEAN.
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</p></li>
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<li><p>
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Connect some nodes and do simply math operations like <code>a + b</code> or
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<code>ceil(1 / 2)</code>.
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</p></li>
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<li><p>
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Or do more advanced things, like input an image, and get the width like
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<code>a.shape[2]</code>.
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</p></li>
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<li><p>
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Even more powerful, you can target nodes in the prompt that's sent to the backend. For
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instance; if you have a Power Lora Loader node at id #5, and want to get a comma-delimited
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list of the enabled loras, you could enter
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<code>', '.join([v.lora for v in node(5).inputs.values() if 'lora' in v and v.on])</code>.
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</p></li>
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<li><p>
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See more at the <a target="_blank"
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href="https://github.com/rgthree/rgthree-comfy/wiki/Node:-Power-Puter">rgthree-comfy
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wiki</a>.
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</p></li>
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</ul>`;
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}
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}
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/** An uniformed name reference to the node class. */
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const NODE_CLASS = RgthreePowerPuter;
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type OutputsWidgetValue = {
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outputs: string[];
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};
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const OUTPUTS_WIDGET_CHIP_HEIGHT = LiteGraph.NODE_WIDGET_HEIGHT - 4;
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const OUTPUTS_WIDGET_CHIP_SPACE = 4;
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const OUTPUTS_WIDGET_CHIP_ARROW_WIDTH = 5.5;
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const OUTPUTS_WIDGET_CHIP_ARROW_HEIGHT = 4;
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/**
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* The OutputsWidget is an advanced widget that has a background similar to others, but then a
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* series of "chips" that correspond to the outputs of the node. The chips are dynamic and wrap to
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* additional rows as space is needed. Additionally, there is a "+" chip to add more.
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*/
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class OutputsWidget extends RgthreeBaseWidget<OutputsWidgetValue> {
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override readonly type = "custom";
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private _value: OutputsWidgetValue = {outputs: ["STRING"]};
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private rows = 1;
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private neededHeight = LiteGraph.NODE_WIDGET_HEIGHT + 8;
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private node!: RgthreePowerPuter;
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protected override hitAreas: RgthreeBaseHitAreas<
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| "add"
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| "output0"
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| "output1"
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| "output2"
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| "output3"
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| "output4"
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| "output5"
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| "output6"
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| "output7"
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| "output8"
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| "output9"
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> = {
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add: {bounds: [0, 0] as Vector2, onClick: this.onAddChipDown},
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output0: {bounds: [0, 0] as Vector2, onClick: this.onOutputChipDown, data: {index: 0}},
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output1: {bounds: [0, 0] as Vector2, onClick: this.onOutputChipDown, data: {index: 1}},
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output2: {bounds: [0, 0] as Vector2, onClick: this.onOutputChipDown, data: {index: 2}},
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output3: {bounds: [0, 0] as Vector2, onClick: this.onOutputChipDown, data: {index: 3}},
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output4: {bounds: [0, 0] as Vector2, onClick: this.onOutputChipDown, data: {index: 4}},
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output5: {bounds: [0, 0] as Vector2, onClick: this.onOutputChipDown, data: {index: 5}},
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output6: {bounds: [0, 0] as Vector2, onClick: this.onOutputChipDown, data: {index: 6}},
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output7: {bounds: [0, 0] as Vector2, onClick: this.onOutputChipDown, data: {index: 7}},
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output8: {bounds: [0, 0] as Vector2, onClick: this.onOutputChipDown, data: {index: 8}},
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output9: {bounds: [0, 0] as Vector2, onClick: this.onOutputChipDown, data: {index: 9}},
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};
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constructor(name: string, node: RgthreePowerPuter) {
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super(name);
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this.node = node;
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}
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set value(v: OutputsWidgetValue) {
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// Handle a string being passed in, as the original Power Puter output widget was a string.
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let outputs = typeof v === "string" ? [v] : [...v.outputs];
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// Handle a case where the initial version used "BOOL" instead of "BOOLEAN" incorrectly.
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outputs = outputs.map((o) => (o === "BOOL" ? "BOOLEAN" : o));
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this._value.outputs = outputs;
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}
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get value(): OutputsWidgetValue {
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return this._value;
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}
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/** Displays the menu to choose a new output type. */
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onAddChipDown(
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event: CanvasMouseEvent,
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pos: Vector2,
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node: LGraphNode,
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bounds: RgthreeBaseWidgetBounds,
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) {
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new LiteGraph.ContextMenu(OUTPUT_TYPES, {
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event: event,
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title: "Add an output",
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className: "rgthree-dark",
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callback: (value) => {
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if (isLowQuality()) return;
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if (typeof value === "string" && OUTPUT_TYPES.includes(value)) {
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this._value.outputs.push(value);
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this.node.scheduleStabilize();
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}
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},
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});
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this.cancelMouseDown();
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return true;
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}
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/** Displays a context menu tied to an output chip within our widget. */
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onOutputChipDown(
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event: CanvasMouseEvent,
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pos: Vector2,
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node: LGraphNode,
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bounds: RgthreeBaseWidgetBounds,
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) {
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const options: Array<null | string> = [...OUTPUT_TYPES];
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if (this.value.outputs.length > 1) {
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options.push(null, "🗑️ Delete");
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}
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new LiteGraph.ContextMenu(options, {
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event: event,
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title: `Edit output #${bounds.data.index + 1}`,
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className: "rgthree-dark",
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callback: (value) => {
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const index = bounds.data.index;
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if (typeof value !== "string" || value === this._value.outputs[index] || isLowQuality()) {
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return;
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}
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const output = this.node.outputs[index]!;
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if (value.toLocaleLowerCase().includes("delete")) {
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if (output.links?.length) {
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rgthree.showMessage({
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id: "puter-remove-linked-output",
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type: "warn",
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message: "[Power Puter] Removed and disconnected output from that was connected!",
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timeout: 3000,
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});
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this.node.disconnectOutput(index);
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}
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this.node.removeOutput(index);
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this._value.outputs.splice(index, 1);
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this.node.scheduleStabilize();
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return;
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}
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if (output.links?.length && value !== "*") {
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rgthree.showMessage({
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id: "puter-remove-linked-output",
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type: "warn",
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message:
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"[Power Puter] Changing output type of linked output! You should check for" +
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" compatibility.",
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timeout: 3000,
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});
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}
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this._value.outputs[index] = value;
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this.node.scheduleStabilize();
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},
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});
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this.cancelMouseDown();
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return true;
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}
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/**
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* Computes the layout size to ensure the height is what we need to accomodate all the chips;
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* specifically, SPACE on the top, plus the CHIP_HEIGHT + SPACE underneath multiplied by the
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* number of rows necessary.
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*/
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computeLayoutSize(node: LGraphNode) {
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this.neededHeight =
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OUTPUTS_WIDGET_CHIP_SPACE +
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(OUTPUTS_WIDGET_CHIP_HEIGHT + OUTPUTS_WIDGET_CHIP_SPACE) * this.rows;
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return {
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minHeight: this.neededHeight,
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maxHeight: this.neededHeight,
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minWidth: 0, // Need just zero here to be flexible with the width.
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};
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}
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/**
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* Draws our nifty, advanced widget keeping track of the space and wrapping to multiple lines when
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* more chips than can fit are shown.
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*/
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draw(ctx: CanvasRenderingContext2D, node: LGraphNode, w: number, posY: number, height: number) {
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ctx.save();
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// Despite what `height` was passed in, which is often not our actual height, we'll use oun
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// calculated needed height.
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height = this.neededHeight;
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const margin = 10;
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const innerMargin = margin * 0.33;
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const width = node.size[0] - margin * 2;
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let borderRadius = LiteGraph.NODE_WIDGET_HEIGHT * 0.5;
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let midY = posY + height * 0.5;
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let posX = margin;
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let rposX = node.size[0] - margin;
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// Draw the background encompassing everything, and move our current posX's to create space from
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// the border.
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drawRoundedRectangle(ctx, {pos: [posX, posY], size: [width, height], borderRadius});
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posX += innerMargin * 2;
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rposX -= innerMargin * 2;
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// If low quality, then we're done.
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if (isLowQuality()) {
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ctx.restore();
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return;
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}
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// Add put our "outputs" label, and a divider line.
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ctx.fillStyle = LiteGraph.WIDGET_SECONDARY_TEXT_COLOR;
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ctx.textAlign = "left";
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ctx.textBaseline = "middle";
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ctx.fillText("outputs", posX, midY);
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posX += measureText(ctx, "outputs") + innerMargin * 2;
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ctx.stroke(new Path2D(`M ${posX} ${posY} v ${height}`));
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posX += 1 + innerMargin * 2;
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// Now, prepare our values for the chips; adjust the posY to be within the space, the height to
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// be that of the chips, and the new midY for the chips.
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const inititalPosX = posX;
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posY += OUTPUTS_WIDGET_CHIP_SPACE;
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height = OUTPUTS_WIDGET_CHIP_HEIGHT;
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borderRadius = height * 0.5;
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midY = posY + height / 2;
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ctx.textAlign = "center";
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ctx.lineJoin = ctx.lineCap = "round";
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ctx.fillStyle = ctx.strokeStyle = LiteGraph.WIDGET_TEXT_COLOR;
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let rows = 1;
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const values = this.value?.outputs ?? [];
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const fontSize = ctx.font.match(/(\d+)px/);
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if (fontSize?.[1]) {
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ctx.font = ctx.font.replace(fontSize[1], `${Number(fontSize[1]) - 2}`);
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}
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// Loop over our values, and add them from left to right, measuring the width before placing to
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// see if we need to wrap the the next line, and updating the hitAreas of the chips.
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let i = 0;
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for (i; i < values.length; i++) {
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const hitArea = this.hitAreas[`output${i}` as "output1"];
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const isClicking = !!hitArea.wasMouseClickedAndIsOver;
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hitArea.data.index = i;
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const text = values[i]!;
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const textWidth = measureText(ctx, text) + innerMargin * 2;
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const width = textWidth + OUTPUTS_WIDGET_CHIP_ARROW_WIDTH + innerMargin * 5;
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// If our width is too long, then wrap the values and increment our rows.
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if (posX + width >= rposX) {
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posX = inititalPosX;
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posY = posY + height + 4;
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midY = posY + height / 2;
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rows++;
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}
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drawWidgetButton(
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ctx,
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{pos: [posX, posY], size: [width, height], borderRadius},
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null,
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isClicking,
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);
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const startX = posX;
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posX += innerMargin * 2;
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const newMidY = midY + (isClicking ? 1 : 0);
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ctx.fillText(text, posX + textWidth / 2, newMidY);
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posX += textWidth + innerMargin;
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const arrow = new Path2D(
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`M${posX} ${newMidY - OUTPUTS_WIDGET_CHIP_ARROW_HEIGHT / 2}
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h${OUTPUTS_WIDGET_CHIP_ARROW_WIDTH}
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l-${OUTPUTS_WIDGET_CHIP_ARROW_WIDTH / 2} ${OUTPUTS_WIDGET_CHIP_ARROW_HEIGHT} z`,
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);
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ctx.fill(arrow);
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ctx.stroke(arrow);
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posX += OUTPUTS_WIDGET_CHIP_ARROW_WIDTH + innerMargin * 2;
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hitArea.bounds = [startX, posY, width, height] as Vector4;
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posX += OUTPUTS_WIDGET_CHIP_SPACE; // Space Between
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}
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// Zero out and following hitAreas.
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for (i; i < 9; i++) {
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const hitArea = this.hitAreas[`output${i}` as "output1"];
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if (hitArea.bounds[0] > 0) {
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hitArea.bounds = [0, 0, 0, 0] as Vector4;
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}
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}
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// Draw the add arrow, if we're not at the max.
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const addHitArea = this.hitAreas["add"];
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if (this.value.outputs.length < 10) {
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const isClicking = !!addHitArea.wasMouseClickedAndIsOver;
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const plusSize = 10;
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let plusWidth = innerMargin * 2 + plusSize + innerMargin * 2;
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if (posX + plusWidth >= rposX) {
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posX = inititalPosX;
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posY = posY + height + 4;
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midY = posY + height / 2;
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rows++;
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}
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drawWidgetButton(
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ctx,
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{size: [plusWidth, height], pos: [posX, posY], borderRadius},
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null,
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isClicking,
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);
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drawPlusIcon(ctx, posX + innerMargin * 2, midY + (isClicking ? 1 : 0), plusSize);
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addHitArea.bounds = [posX, posY, plusWidth, height] as Vector4;
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} else {
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addHitArea.bounds = [0, 0, 0, 0] as Vector4;
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}
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// Set the rows now that we're drawn.
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this.rows = rows;
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ctx.restore();
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}
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|
}
|
|
|
|
/** Register the node. */
|
|
app.registerExtension({
|
|
name: "rgthree.PowerPuter",
|
|
async beforeRegisterNodeDef(nodeType: typeof LGraphNode, nodeData: ComfyNodeDef) {
|
|
if (nodeData.name === NODE_CLASS.type) {
|
|
NODE_CLASS.setUp(nodeType, nodeData);
|
|
}
|
|
},
|
|
});
|