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var _a;
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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 { rgthree } from "./rgthree.js";
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import { addConnectionLayoutSupport } from "./utils.js";
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import { NodeTypesString } from "./constants.js";
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import { drawInfoIcon, drawNumberWidgetPart, drawRoundedRectangle, drawTogglePart, fitString, isLowQuality, } from "./utils_canvas.js";
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import { RgthreeBaseWidget, RgthreeBetterButtonWidget, RgthreeDividerWidget, } from "./utils_widgets.js";
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import { rgthreeApi } from "../../rgthree/common/rgthree_api.js";
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import { showLoraChooser } from "./utils_menu.js";
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import { moveArrayItem, removeArrayItem } from "../../rgthree/common/shared_utils.js";
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import { RgthreeLoraInfoDialog } from "./dialog_info.js";
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import { LORA_INFO_SERVICE } from "../../rgthree/common/model_info_service.js";
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const PROP_LABEL_SHOW_STRENGTHS = "Show Strengths";
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const PROP_LABEL_SHOW_STRENGTHS_STATIC = `@${PROP_LABEL_SHOW_STRENGTHS}`;
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const PROP_VALUE_SHOW_STRENGTHS_SINGLE = "Single Strength";
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const PROP_VALUE_SHOW_STRENGTHS_SEPARATE = "Separate Model & Clip";
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class RgthreePowerLoraLoader extends RgthreeBaseServerNode {
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constructor(title = NODE_CLASS.title) {
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super(title);
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this.serialize_widgets = true;
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this.logger = rgthree.newLogSession(`[Power Lora Stack]`);
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this.loraWidgetsCounter = 0;
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this.widgetButtonSpacer = null;
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this.properties[PROP_LABEL_SHOW_STRENGTHS] = PROP_VALUE_SHOW_STRENGTHS_SINGLE;
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rgthreeApi.getLoras();
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}
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configure(info) {
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var _b;
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while ((_b = this.widgets) === null || _b === void 0 ? void 0 : _b.length)
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this.removeWidget(0);
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this.widgetButtonSpacer = null;
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super.configure(info);
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this._tempWidth = this.size[0];
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this._tempHeight = this.size[1];
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for (const widgetValue of info.widgets_values || []) {
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if ((widgetValue === null || widgetValue === void 0 ? void 0 : widgetValue.lora) !== undefined) {
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const widget = this.addNewLoraWidget();
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widget.value = { ...widgetValue };
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}
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}
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this.addNonLoraWidgets();
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this.size[0] = this._tempWidth;
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this.size[1] = Math.max(this._tempHeight, this.computeSize()[1]);
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}
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onNodeCreated() {
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var _b;
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(_b = super.onNodeCreated) === null || _b === void 0 ? void 0 : _b.call(this);
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this.addNonLoraWidgets();
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const computed = this.computeSize();
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this.size = this.size || [0, 0];
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this.size[0] = Math.max(this.size[0], computed[0]);
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this.size[1] = Math.max(this.size[1], computed[1]);
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this.setDirtyCanvas(true, true);
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}
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addNewLoraWidget(lora) {
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this.loraWidgetsCounter++;
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const widget = this.addCustomWidget(new PowerLoraLoaderWidget("lora_" + this.loraWidgetsCounter));
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if (lora)
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widget.setLora(lora);
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if (this.widgetButtonSpacer) {
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moveArrayItem(this.widgets, widget, this.widgets.indexOf(this.widgetButtonSpacer));
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}
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return widget;
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}
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addNonLoraWidgets() {
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moveArrayItem(this.widgets, this.addCustomWidget(new RgthreeDividerWidget({ marginTop: 4, marginBottom: 0, thickness: 0 })), 0);
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moveArrayItem(this.widgets, this.addCustomWidget(new PowerLoraLoaderHeaderWidget()), 1);
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this.widgetButtonSpacer = this.addCustomWidget(new RgthreeDividerWidget({ marginTop: 4, marginBottom: 0, thickness: 0 }));
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this.addCustomWidget(new RgthreeBetterButtonWidget("➕ Add Lora", (event, pos, node) => {
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rgthreeApi.getLoras().then((loras) => {
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showLoraChooser(event, (value) => {
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var _b;
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if (typeof value === "string") {
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if (value.includes("Power Lora Chooser")) {
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}
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else if (value !== "NONE") {
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this.addNewLoraWidget(value);
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const computed = this.computeSize();
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const tempHeight = (_b = this._tempHeight) !== null && _b !== void 0 ? _b : 15;
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this.size[1] = Math.max(tempHeight, computed[1]);
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this.setDirtyCanvas(true, true);
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}
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}
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}, null, [...loras]);
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});
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return true;
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}));
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}
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getSlotInPosition(canvasX, canvasY) {
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var _b;
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const slot = super.getSlotInPosition(canvasX, canvasY);
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if (!slot) {
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let lastWidget = null;
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for (const widget of this.widgets) {
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if (!widget.last_y)
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return;
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if (canvasY > this.pos[1] + widget.last_y) {
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lastWidget = widget;
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continue;
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}
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break;
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}
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if ((_b = lastWidget === null || lastWidget === void 0 ? void 0 : lastWidget.name) === null || _b === void 0 ? void 0 : _b.startsWith("lora_")) {
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return { widget: lastWidget, output: { type: "LORA WIDGET" } };
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}
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}
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return slot;
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}
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getSlotMenuOptions(slot) {
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var _b, _c, _d, _e, _f, _g;
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if ((_c = (_b = slot === null || slot === void 0 ? void 0 : slot.widget) === null || _b === void 0 ? void 0 : _b.name) === null || _c === void 0 ? void 0 : _c.startsWith("lora_")) {
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const widget = slot.widget;
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const index = this.widgets.indexOf(widget);
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const canMoveUp = !!((_e = (_d = this.widgets[index - 1]) === null || _d === void 0 ? void 0 : _d.name) === null || _e === void 0 ? void 0 : _e.startsWith("lora_"));
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const canMoveDown = !!((_g = (_f = this.widgets[index + 1]) === null || _f === void 0 ? void 0 : _f.name) === null || _g === void 0 ? void 0 : _g.startsWith("lora_"));
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const menuItems = [
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{
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content: `ℹ️ Show Info`,
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callback: () => {
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widget.showLoraInfoDialog();
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},
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},
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null,
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{
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content: `${widget.value.on ? "⚫" : "🟢"} Toggle ${widget.value.on ? "Off" : "On"}`,
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callback: () => {
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widget.value.on = !widget.value.on;
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},
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},
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{
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content: `⬆️ Move Up`,
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disabled: !canMoveUp,
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callback: () => {
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moveArrayItem(this.widgets, widget, index - 1);
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},
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},
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{
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content: `⬇️ Move Down`,
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disabled: !canMoveDown,
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callback: () => {
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moveArrayItem(this.widgets, widget, index + 1);
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},
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},
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{
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content: `🗑️ Remove`,
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callback: () => {
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removeArrayItem(this.widgets, widget);
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},
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},
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];
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let canvas = app.canvas;
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new LiteGraph.ContextMenu(menuItems, { title: "LORA WIDGET", event: rgthree.lastAdjustedMouseEvent }, canvas.getCanvasWindow());
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return null;
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}
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return this.defaultGetSlotMenuOptions(slot);
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}
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refreshComboInNode(defs) {
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rgthreeApi.getLoras(true);
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}
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hasLoraWidgets() {
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var _b;
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return !!((_b = this.widgets) === null || _b === void 0 ? void 0 : _b.find((w) => { var _b; return (_b = w.name) === null || _b === void 0 ? void 0 : _b.startsWith("lora_"); }));
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}
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allLorasState() {
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var _b, _c, _d;
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let allOn = true;
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let allOff = true;
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for (const widget of this.widgets) {
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if ((_b = widget.name) === null || _b === void 0 ? void 0 : _b.startsWith("lora_")) {
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const on = (_c = widget.value) === null || _c === void 0 ? void 0 : _c.on;
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allOn = allOn && on === true;
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allOff = allOff && on === false;
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if (!allOn && !allOff) {
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return null;
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}
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}
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}
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return allOn && ((_d = this.widgets) === null || _d === void 0 ? void 0 : _d.length) ? true : false;
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}
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toggleAllLoras() {
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var _b;
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const allOn = this.allLorasState();
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const toggledTo = !allOn ? true : false;
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for (const widget of this.widgets) {
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if ((_b = widget.name) === null || _b === void 0 ? void 0 : _b.startsWith("lora_")) {
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widget.value.on = toggledTo;
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}
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}
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}
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static setUp(comfyClass, nodeData) {
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RgthreeBaseServerNode.registerForOverride(comfyClass, nodeData, NODE_CLASS);
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}
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static onRegisteredForOverride(comfyClass, ctxClass) {
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addConnectionLayoutSupport(NODE_CLASS, app, [
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["Left", "Right"],
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["Right", "Left"],
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]);
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setTimeout(() => {
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NODE_CLASS.category = comfyClass.category;
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});
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}
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getHelp() {
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return `
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<p>
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The ${this.type.replace("(rgthree)", "")} is a powerful node that condenses 100s of pixels
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of functionality in a single, dynamic node that allows you to add loras, change strengths,
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and quickly toggle on/off all without taking up half your screen.
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</p>
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<ul>
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<li><p>
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Add as many Lora's as you would like by clicking the "+ Add Lora" button.
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There's no real limit!
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</p></li>
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<li><p>
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Right-click on a Lora widget for special options to move the lora up or down
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(no image affect, only presentational), toggle it on/off, or delete the row all together.
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</p></li>
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<li>
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<p>
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<strong>Properties.</strong> You can change the following properties (by right-clicking
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on the node, and select "Properties" or "Properties Panel" from the menu):
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</p>
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<ul>
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<li><p>
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<code>${PROP_LABEL_SHOW_STRENGTHS}</code> - Change between showing a single, simple
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strength (which will be used for both model and clip), or a more advanced view with
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both model and clip strengths being modifiable.
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</p></li>
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</ul>
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</li>
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</ul>`;
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}
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}
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_a = PROP_LABEL_SHOW_STRENGTHS_STATIC;
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RgthreePowerLoraLoader.title = NodeTypesString.POWER_LORA_LOADER;
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RgthreePowerLoraLoader.type = NodeTypesString.POWER_LORA_LOADER;
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RgthreePowerLoraLoader.comfyClass = NodeTypesString.POWER_LORA_LOADER;
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RgthreePowerLoraLoader[_a] = {
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type: "combo",
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values: [PROP_VALUE_SHOW_STRENGTHS_SINGLE, PROP_VALUE_SHOW_STRENGTHS_SEPARATE],
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};
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class PowerLoraLoaderHeaderWidget extends RgthreeBaseWidget {
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constructor(name = "PowerLoraLoaderHeaderWidget") {
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super(name);
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this.showModelAndClip = null;
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this.value = { type: "PowerLoraLoaderHeaderWidget" };
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this.hitAreas = {
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toggle: { bounds: [0, 0], onDown: this.onToggleDown },
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};
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}
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draw(ctx, node, w, posY, height) {
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if (!node.hasLoraWidgets()) {
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return;
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}
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this.showModelAndClip =
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node.properties[PROP_LABEL_SHOW_STRENGTHS] === PROP_VALUE_SHOW_STRENGTHS_SEPARATE;
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const margin = 10;
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const innerMargin = margin * 0.33;
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const lowQuality = isLowQuality();
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const allLoraState = node.allLorasState();
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posY += 2;
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const midY = posY + height * 0.5;
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let posX = 10;
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ctx.save();
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this.hitAreas.toggle.bounds = drawTogglePart(ctx, { posX, posY, height, value: allLoraState });
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if (!lowQuality) {
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posX += this.hitAreas.toggle.bounds[1] + innerMargin;
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ctx.globalAlpha = app.canvas.editor_alpha * 0.55;
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ctx.fillStyle = LiteGraph.WIDGET_TEXT_COLOR;
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ctx.textAlign = "left";
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ctx.textBaseline = "middle";
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ctx.fillText("Toggle All", posX, midY);
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let rposX = node.size[0] - margin - innerMargin - innerMargin;
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ctx.textAlign = "center";
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ctx.fillText(this.showModelAndClip ? "Clip" : "Strength", rposX - drawNumberWidgetPart.WIDTH_TOTAL / 2, midY);
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if (this.showModelAndClip) {
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rposX = rposX - drawNumberWidgetPart.WIDTH_TOTAL - innerMargin * 2;
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ctx.fillText("Model", rposX - drawNumberWidgetPart.WIDTH_TOTAL / 2, midY);
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}
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}
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ctx.restore();
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}
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onToggleDown(event, pos, node) {
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node.toggleAllLoras();
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this.cancelMouseDown();
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return true;
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}
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}
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const DEFAULT_LORA_WIDGET_DATA = {
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on: true,
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lora: null,
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strength: 1,
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strengthTwo: null,
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};
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class PowerLoraLoaderWidget extends RgthreeBaseWidget {
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constructor(name) {
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super(name);
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this.haveMouseMovedStrength = false;
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this.loraInfoPromise = null;
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this.loraInfo = null;
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this.showModelAndClip = null;
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this.hitAreas = {
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toggle: { bounds: [0, 0], onDown: this.onToggleDown },
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lora: { bounds: [0, 0], onDown: this.onLoraDown },
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strengthDec: { bounds: [0, 0], onDown: this.onStrengthDecDown },
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strengthVal: { bounds: [0, 0], onUp: this.onStrengthValUp },
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strengthInc: { bounds: [0, 0], onDown: this.onStrengthIncDown },
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strengthAny: { bounds: [0, 0], onMove: this.onStrengthAnyMove },
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strengthTwoDec: { bounds: [0, 0], onDown: this.onStrengthTwoDecDown },
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strengthTwoVal: { bounds: [0, 0], onUp: this.onStrengthTwoValUp },
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strengthTwoInc: { bounds: [0, 0], onDown: this.onStrengthTwoIncDown },
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strengthTwoAny: { bounds: [0, 0], onMove: this.onStrengthTwoAnyMove },
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};
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this._value = {
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on: true,
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lora: null,
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strength: 1,
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strengthTwo: null,
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};
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}
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set value(v) {
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this._value = v;
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if (typeof this._value !== "object") {
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this._value = { ...DEFAULT_LORA_WIDGET_DATA };
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if (this.showModelAndClip) {
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this._value.strengthTwo = this._value.strength;
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}
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}
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this.getLoraInfo();
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}
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get value() {
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return this._value;
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}
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setLora(lora) {
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this._value.lora = lora;
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this.getLoraInfo();
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}
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draw(ctx, node, w, posY, height) {
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var _b, _c, _d, _e, _f, _g, _h, _j, _k, _l, _m, _o, _p;
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let currentShowModelAndClip = node.properties[PROP_LABEL_SHOW_STRENGTHS] === PROP_VALUE_SHOW_STRENGTHS_SEPARATE;
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if (this.showModelAndClip !== currentShowModelAndClip) {
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let oldShowModelAndClip = this.showModelAndClip;
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this.showModelAndClip = currentShowModelAndClip;
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if (this.showModelAndClip) {
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if (oldShowModelAndClip != null) {
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this.value.strengthTwo = (_b = this.value.strength) !== null && _b !== void 0 ? _b : 1;
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}
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}
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else {
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this.value.strengthTwo = null;
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this.hitAreas.strengthTwoDec.bounds = [0, -1];
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this.hitAreas.strengthTwoVal.bounds = [0, -1];
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this.hitAreas.strengthTwoInc.bounds = [0, -1];
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this.hitAreas.strengthTwoAny.bounds = [0, -1];
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}
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}
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ctx.save();
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const margin = 10;
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const innerMargin = margin * 0.33;
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const lowQuality = isLowQuality();
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const midY = posY + height * 0.5;
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let posX = margin;
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drawRoundedRectangle(ctx, { posX, posY, height, width: node.size[0] - margin * 2 });
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this.hitAreas.toggle.bounds = drawTogglePart(ctx, { posX, posY, height, value: this.value.on });
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posX += this.hitAreas.toggle.bounds[1] + innerMargin;
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if (lowQuality) {
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ctx.restore();
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return;
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}
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if (!this.value.on) {
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ctx.globalAlpha = app.canvas.editor_alpha * 0.4;
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}
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ctx.fillStyle = LiteGraph.WIDGET_TEXT_COLOR;
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let rposX = node.size[0] - margin - innerMargin - innerMargin;
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const strengthValue = this.showModelAndClip
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? (_c = this.value.strengthTwo) !== null && _c !== void 0 ? _c : 1
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: (_d = this.value.strength) !== null && _d !== void 0 ? _d : 1;
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let textColor = undefined;
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if (((_e = this.loraInfo) === null || _e === void 0 ? void 0 : _e.strengthMax) != null && strengthValue > ((_f = this.loraInfo) === null || _f === void 0 ? void 0 : _f.strengthMax)) {
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textColor = "#c66";
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}
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else if (((_g = this.loraInfo) === null || _g === void 0 ? void 0 : _g.strengthMin) != null && strengthValue < ((_h = this.loraInfo) === null || _h === void 0 ? void 0 : _h.strengthMin)) {
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textColor = "#c66";
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}
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const [leftArrow, text, rightArrow] = drawNumberWidgetPart(ctx, {
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posX: node.size[0] - margin - innerMargin - innerMargin,
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posY,
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height,
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value: strengthValue,
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direction: -1,
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textColor,
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});
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this.hitAreas.strengthDec.bounds = leftArrow;
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this.hitAreas.strengthVal.bounds = text;
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this.hitAreas.strengthInc.bounds = rightArrow;
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this.hitAreas.strengthAny.bounds = [leftArrow[0], rightArrow[0] + rightArrow[1] - leftArrow[0]];
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rposX = leftArrow[0] - innerMargin;
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if (this.showModelAndClip) {
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rposX -= innerMargin;
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this.hitAreas.strengthTwoDec.bounds = this.hitAreas.strengthDec.bounds;
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this.hitAreas.strengthTwoVal.bounds = this.hitAreas.strengthVal.bounds;
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this.hitAreas.strengthTwoInc.bounds = this.hitAreas.strengthInc.bounds;
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this.hitAreas.strengthTwoAny.bounds = this.hitAreas.strengthAny.bounds;
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let textColor = undefined;
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if (((_j = this.loraInfo) === null || _j === void 0 ? void 0 : _j.strengthMax) != null && this.value.strength > ((_k = this.loraInfo) === null || _k === void 0 ? void 0 : _k.strengthMax)) {
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textColor = "#c66";
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}
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else if (((_l = this.loraInfo) === null || _l === void 0 ? void 0 : _l.strengthMin) != null &&
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this.value.strength < ((_m = this.loraInfo) === null || _m === void 0 ? void 0 : _m.strengthMin)) {
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textColor = "#c66";
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}
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const [leftArrow, text, rightArrow] = drawNumberWidgetPart(ctx, {
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posX: rposX,
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posY,
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height,
|
|
value: (_o = this.value.strength) !== null && _o !== void 0 ? _o : 1,
|
|
direction: -1,
|
|
textColor,
|
|
});
|
|
this.hitAreas.strengthDec.bounds = leftArrow;
|
|
this.hitAreas.strengthVal.bounds = text;
|
|
this.hitAreas.strengthInc.bounds = rightArrow;
|
|
this.hitAreas.strengthAny.bounds = [
|
|
leftArrow[0],
|
|
rightArrow[0] + rightArrow[1] - leftArrow[0],
|
|
];
|
|
rposX = leftArrow[0] - innerMargin;
|
|
}
|
|
const infoIconSize = height * 0.66;
|
|
const infoWidth = infoIconSize + innerMargin + innerMargin;
|
|
if (this.hitAreas["info"]) {
|
|
rposX -= innerMargin;
|
|
drawInfoIcon(ctx, rposX - infoIconSize, posY + (height - infoIconSize) / 2, infoIconSize);
|
|
this.hitAreas.info.bounds = [rposX - infoIconSize, infoWidth];
|
|
rposX = rposX - infoIconSize - innerMargin;
|
|
}
|
|
const loraWidth = rposX - posX;
|
|
ctx.textAlign = "left";
|
|
ctx.textBaseline = "middle";
|
|
const loraLabel = String(((_p = this.value) === null || _p === void 0 ? void 0 : _p.lora) || "None");
|
|
ctx.fillText(fitString(ctx, loraLabel, loraWidth), posX, midY);
|
|
this.hitAreas.lora.bounds = [posX, loraWidth];
|
|
posX += loraWidth + innerMargin;
|
|
ctx.globalAlpha = app.canvas.editor_alpha;
|
|
ctx.restore();
|
|
}
|
|
serializeValue(serializedNode, widgetIndex) {
|
|
var _b;
|
|
const v = { ...this.value };
|
|
if (!this.showModelAndClip) {
|
|
delete v.strengthTwo;
|
|
}
|
|
else {
|
|
this.value.strengthTwo = (_b = this.value.strengthTwo) !== null && _b !== void 0 ? _b : 1;
|
|
v.strengthTwo = this.value.strengthTwo;
|
|
}
|
|
return v;
|
|
}
|
|
onToggleDown(event, pos, node) {
|
|
this.value.on = !this.value.on;
|
|
this.cancelMouseDown();
|
|
return true;
|
|
}
|
|
onInfoDown(event, pos, node) {
|
|
this.showLoraInfoDialog();
|
|
}
|
|
onLoraDown(event, pos, node) {
|
|
showLoraChooser(event, (value) => {
|
|
if (typeof value === "string") {
|
|
this.value.lora = value;
|
|
this.loraInfo = null;
|
|
this.getLoraInfo();
|
|
}
|
|
node.setDirtyCanvas(true, true);
|
|
});
|
|
this.cancelMouseDown();
|
|
}
|
|
onStrengthDecDown(event, pos, node) {
|
|
this.stepStrength(-1, false);
|
|
}
|
|
onStrengthIncDown(event, pos, node) {
|
|
this.stepStrength(1, false);
|
|
}
|
|
onStrengthTwoDecDown(event, pos, node) {
|
|
this.stepStrength(-1, true);
|
|
}
|
|
onStrengthTwoIncDown(event, pos, node) {
|
|
this.stepStrength(1, true);
|
|
}
|
|
onStrengthAnyMove(event, pos, node) {
|
|
this.doOnStrengthAnyMove(event, false);
|
|
}
|
|
onStrengthTwoAnyMove(event, pos, node) {
|
|
this.doOnStrengthAnyMove(event, true);
|
|
}
|
|
doOnStrengthAnyMove(event, isTwo = false) {
|
|
var _b;
|
|
if (event.deltaX) {
|
|
let prop = isTwo ? "strengthTwo" : "strength";
|
|
this.haveMouseMovedStrength = true;
|
|
this.value[prop] = ((_b = this.value[prop]) !== null && _b !== void 0 ? _b : 1) + event.deltaX * 0.05;
|
|
}
|
|
}
|
|
onStrengthValUp(event, pos, node) {
|
|
this.doOnStrengthValUp(event, false);
|
|
}
|
|
onStrengthTwoValUp(event, pos, node) {
|
|
this.doOnStrengthValUp(event, true);
|
|
}
|
|
doOnStrengthValUp(event, isTwo = false) {
|
|
if (this.haveMouseMovedStrength)
|
|
return;
|
|
let prop = isTwo ? "strengthTwo" : "strength";
|
|
const canvas = app.canvas;
|
|
canvas.prompt("Value", this.value[prop], (v) => (this.value[prop] = Number(v)), event);
|
|
}
|
|
onMouseUp(event, pos, node) {
|
|
super.onMouseUp(event, pos, node);
|
|
this.haveMouseMovedStrength = false;
|
|
}
|
|
showLoraInfoDialog() {
|
|
if (!this.value.lora || this.value.lora === "None") {
|
|
return;
|
|
}
|
|
const infoDialog = new RgthreeLoraInfoDialog(this.value.lora).show();
|
|
infoDialog.addEventListener("close", ((e) => {
|
|
if (e.detail.dirty) {
|
|
this.getLoraInfo(true);
|
|
}
|
|
}));
|
|
}
|
|
stepStrength(direction, isTwo = false) {
|
|
var _b;
|
|
let step = 0.05;
|
|
let prop = isTwo ? "strengthTwo" : "strength";
|
|
let strength = ((_b = this.value[prop]) !== null && _b !== void 0 ? _b : 1) + step * direction;
|
|
this.value[prop] = Math.round(strength * 100) / 100;
|
|
}
|
|
getLoraInfo(force = false) {
|
|
if (!this.loraInfoPromise || force == true) {
|
|
let promise;
|
|
if (this.value.lora && this.value.lora != "None") {
|
|
promise = LORA_INFO_SERVICE.getInfo(this.value.lora, force, true);
|
|
}
|
|
else {
|
|
promise = Promise.resolve(null);
|
|
}
|
|
this.loraInfoPromise = promise.then((v) => (this.loraInfo = v));
|
|
}
|
|
return this.loraInfoPromise;
|
|
}
|
|
}
|
|
const NODE_CLASS = RgthreePowerLoraLoader;
|
|
app.registerExtension({
|
|
name: "rgthree.PowerLoraLoader",
|
|
async beforeRegisterNodeDef(nodeType, nodeData) {
|
|
if (nodeData.name === NODE_CLASS.type) {
|
|
NODE_CLASS.setUp(nodeType, nodeData);
|
|
}
|
|
},
|
|
});
|
|
|