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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>
594 lines
20 KiB
JavaScript
594 lines
20 KiB
JavaScript
import {app} from "../../../../scripts/app.js";
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import {$t} from '../common/i18n.js'
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import {CheckpointInfoDialog, LoraInfoDialog} from "../common/model.js";
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const loaders = ['easy fullLoader', 'easy a1111Loader', 'easy comfyLoader', 'easy kolorsLoader', 'easy hunyuanDiTLoader', 'easy pixArtLoader']
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const preSampling = ['easy preSampling', 'easy preSamplingAdvanced', 'easy preSamplingDynamicCFG', 'easy preSamplingNoiseIn', 'easy preSamplingCustom', 'easy preSamplingLayerDiffusion', 'easy fullkSampler']
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const kSampler = ['easy kSampler', 'easy kSamplerTiled', 'easy kSamplerInpainting', 'easy kSamplerDownscaleUnet', 'easy kSamplerLayerDiffusion']
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const controlnet = ['easy controlnetLoader', 'easy controlnetLoaderADV', 'easy controlnetLoader++', 'easy instantIDApply', 'easy instantIDApplyADV']
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const ipadapter = ['easy ipadapterApply', 'easy ipadapterApplyADV', 'easy ipadapterApplyFaceIDKolors', 'easy ipadapterStyleComposition', 'easy ipadapterApplyFromParams', 'easy pulIDApply', 'easy pulIDApplyADV']
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const positive_prompt = ['easy positive', 'easy wildcards']
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const imageNode = ['easy loadImageBase64', 'LoadImage', 'LoadImageMask']
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const inpaint = ['easy applyBrushNet', 'easy applyPowerPaint', 'easy applyInpaint']
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const widgetMapping = {
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"positive_prompt":{
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"text": "positive",
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"positive": "text"
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},
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"loaders":{
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"ckpt_name": "ckpt_name",
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"vae_name": "vae_name",
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"clip_skip": "clip_skip",
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"lora_name": "lora_name",
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"resolution": "resolution",
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"empty_latent_width": "empty_latent_width",
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"empty_latent_height": "empty_latent_height",
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"positive": "positive",
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"negative": "negative",
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"batch_size": "batch_size",
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"a1111_prompt_style": "a1111_prompt_style"
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},
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"preSampling":{
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"steps": "steps",
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"cfg": "cfg",
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"cfg_scale_min": "cfg",
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"sampler_name": "sampler_name",
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"scheduler": "scheduler",
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"denoise": "denoise",
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"seed_num": "seed_num",
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"seed": "seed"
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},
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"kSampler":{
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"image_output": "image_output",
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"save_prefix": "save_prefix",
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"link_id": "link_id"
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},
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"controlnet":{
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"control_net_name":"control_net_name",
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"strength": ["strength", "cn_strength"],
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"scale_soft_weights": ["scale_soft_weights","cn_soft_weights"],
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"cn_strength": ["strength", "cn_strength"],
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"cn_soft_weights": ["scale_soft_weights","cn_soft_weights"],
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},
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"ipadapter":{
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"preset":"preset",
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"lora_strength": "lora_strength",
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"provider": "provider",
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"weight":"weight",
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"weight_faceidv2": "weight_faceidv2",
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"start_at": "start_at",
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"end_at": "end_at",
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"cache_mode": "cache_mode",
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"use_tiled": "use_tiled",
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"insightface": "insightface",
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"pulid_file": "pulid_file"
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},
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"load_image":{
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"image":"image",
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"base64_data":"base64_data",
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"channel": "channel"
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},
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"inpaint":{
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"dtype": "dtype",
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"fitting": "fitting",
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"function": "function",
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"scale": "scale",
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"start_at": "start_at",
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"end_at": "end_at"
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}
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}
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const inputMapping = {
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"loaders":{
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"optional_lora_stack": "optional_lora_stack",
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"positive": "positive",
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"negative": "negative"
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},
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"preSampling":{
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"pipe": "pipe",
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"image_to_latent": "image_to_latent",
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"latent": "latent"
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},
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"kSampler":{
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"pipe": "pipe",
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"model": "model"
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},
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"controlnet":{
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"pipe": "pipe",
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"image": "image",
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"image_kps": "image_kps",
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"control_net": "control_net",
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"positive": "positive",
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"negative": "negative",
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"mask": "mask"
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},
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"positive_prompt":{
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},
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"ipadapter":{
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"model":"model",
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"image":"image",
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"image_style": "image",
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"attn_mask":"attn_mask",
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"optional_ipadapter":"optional_ipadapter"
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},
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"inpaint":{
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"pipe": "pipe",
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"image": "image",
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"mask": "mask"
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}
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};
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const outputMapping = {
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"loaders":{
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"pipe": "pipe",
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"model": "model",
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"vae": "vae",
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"clip": null,
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"positive": null,
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"negative": null,
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"latent": null,
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},
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"preSampling":{
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"pipe":"pipe"
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},
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"kSampler":{
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"pipe": "pipe",
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"image": "image"
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},
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"controlnet":{
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"pipe": "pipe",
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"positive": "positive",
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"negative": "negative"
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},
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"positive_prompt":{
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"text": "positive",
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"positive": "text"
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},
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"load_image":{
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"IMAGE":"IMAGE",
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"MASK": "MASK"
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},
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"ipadapter":{
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"model":"model",
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"tiles":"tiles",
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"masks":"masks",
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"ipadapter":"ipadapter"
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},
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"inpaint":{
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"pipe": "pipe",
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}
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};
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// 替换节点
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function replaceNode(oldNode, newNodeName, type) {
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const newNode = LiteGraph.createNode(newNodeName);
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if (!newNode) {
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return;
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}
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app.graph.add(newNode);
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newNode.pos = oldNode.pos.slice();
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newNode.size = oldNode.size.slice();
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oldNode.widgets.forEach(widget => {
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if(widgetMapping[type][widget.name]){
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const newName = widgetMapping[type][widget.name];
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if (newName) {
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const newWidget = findWidgetByName(newNode, newName);
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if (newWidget) {
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newWidget.value = widget.value;
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if(widget.name == 'seed_num'){
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newWidget.linkedWidgets[0].value = widget.linkedWidgets[0].value
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}
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if(widget.type == 'converted-widget'){
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convertToInput(newNode, newWidget, widget);
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}
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}
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}
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}
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});
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if(oldNode.inputs){
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oldNode.inputs.forEach((input, index) => {
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if (input && input.link && inputMapping[type][input.name]) {
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const newInputName = inputMapping[type][input.name];
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// If the new node does not have this output, skip
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if (newInputName === null) {
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return;
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}
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const newInputIndex = newNode.findInputSlot(newInputName);
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if (newInputIndex !== -1) {
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const originLinkInfo = oldNode.graph.links[input.link];
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if (originLinkInfo) {
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const originNode = oldNode.graph.getNodeById(originLinkInfo.origin_id);
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if (originNode) {
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originNode.connect(originLinkInfo.origin_slot, newNode, newInputIndex);
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}
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}
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}
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}
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});
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}
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if(oldNode.outputs){
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oldNode.outputs.forEach((output, index) => {
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if (output && output.links && outputMapping[type] && outputMapping[type][output.name]) {
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const newOutputName = outputMapping[type][output.name];
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// If the new node does not have this output, skip
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if (newOutputName === null) {
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return;
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}
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const newOutputIndex = newNode.findOutputSlot(newOutputName);
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if (newOutputIndex !== -1) {
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output.links.forEach(link => {
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const targetLinkInfo = oldNode.graph.links[link];
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if (targetLinkInfo) {
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const targetNode = oldNode.graph.getNodeById(targetLinkInfo.target_id);
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if (targetNode) {
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newNode.connect(newOutputIndex, targetNode, targetLinkInfo.target_slot);
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}
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}
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});
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}
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}
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});
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}
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// Remove old node
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app.graph.remove(oldNode);
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// Remove others
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if(newNode.type == 'easy fullkSampler'){
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const link_output_id = newNode.outputs[0].links
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if(link_output_id && link_output_id[0]){
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const nodes = app.graph._nodes
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const node = nodes.find(cate=> cate.inputs && cate.inputs[0] && cate.inputs[0]['link'] == link_output_id[0])
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if(node){
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app.graph.remove(node);
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}
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}
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}else if(preSampling.includes(newNode.type)){
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const link_output_id = newNode.outputs[0].links
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if(!link_output_id || !link_output_id[0]){
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const ksampler = LiteGraph.createNode('easy kSampler');
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app.graph.add(ksampler);
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ksampler.pos = newNode.pos.slice();
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ksampler.pos[0] = ksampler.pos[0] + newNode.size[0] + 20;
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const newInputIndex = newNode.findInputSlot('pipe');
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if (newInputIndex !== -1) {
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if (newNode) {
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newNode.connect(0, ksampler, newInputIndex);
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}
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}
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}
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}
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// autoHeight
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newNode.setSize([newNode.size[0], newNode.computeSize()[1]]);
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}
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export function findWidgetByName(node, widgetName) {
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return node.widgets.find(widget => typeof widgetName == 'object' ? widgetName.includes(widget.name) : widget.name === widgetName);
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}
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function replaceNodeMenuCallback(currentNode, targetNodeName, type) {
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return function() {
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replaceNode(currentNode, targetNodeName, type);
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};
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}
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const addMenuHandler = (nodeType, cb)=> {
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const getOpts = nodeType.prototype.getExtraMenuOptions;
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nodeType.prototype.getExtraMenuOptions = function () {
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const r = getOpts.apply(this, arguments);
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cb.apply(this, arguments);
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return r;
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};
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}
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const addMenu = (content, type, nodes_include, nodeType, has_submenu=true) => {
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addMenuHandler(nodeType, function (_, options) {
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options.unshift({
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content: content,
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has_submenu: has_submenu,
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callback: (value, options, e, menu, node) => showSwapMenu(value, options, e, menu, node, type, nodes_include)
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})
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if(type == 'loaders') {
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options.unshift({
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content: $t("💎 View Lora Info..."),
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callback: (value, options, e, menu, node) => {
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const widget = node.widgets.find(cate => cate.name == 'lora_name')
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let name = widget.value;
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if (!name || name == 'None') return
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new LoraInfoDialog(name).show('loras', name);
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}
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})
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options.unshift({
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content: $t("💎 View Checkpoint Info..."),
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callback: (value, options, e, menu, node) => {
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let name = node.widgets[0].value;
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if (!name || name == 'None') return
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new CheckpointInfoDialog(name).show('checkpoints', name);
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}
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})
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}
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})
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}
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const showSwapMenu = (value, options, e, menu, node, type, nodes_include) => {
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const swapOptions = [];
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nodes_include.map(cate=>{
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if (node.type !== cate) {
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swapOptions.push({
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content: `${cate}`,
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callback: replaceNodeMenuCallback(node, cate, type)
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});
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}
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})
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new LiteGraph.ContextMenu(swapOptions, {
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event: e,
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callback: null,
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parentMenu: menu,
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node: node
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});
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return false;
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}
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// 重载节点
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const CONVERTED_TYPE = "converted-widget";
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const GET_CONFIG = Symbol();
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function hideWidget(node, widget, suffix = "") {
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widget.origType = widget.type;
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widget.origComputeSize = widget.computeSize;
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widget.origSerializeValue = widget.serializeValue;
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widget.computeSize = () => [0, -4]; // -4 is due to the gap litegraph adds between widgets automatically
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widget.type = CONVERTED_TYPE + suffix;
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widget.serializeValue = () => {
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// Prevent serializing the widget if we have no input linked
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if (!node.inputs) {
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return undefined;
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}
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let node_input = node.inputs.find((i) => i.widget?.name === widget.name);
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if (!node_input || !node_input.link) {
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return undefined;
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}
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return widget.origSerializeValue ? widget.origSerializeValue() : widget.value;
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};
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// Hide any linked widgets, e.g. seed+seedControl
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if (widget.linkedWidgets) {
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for (const w of widget.linkedWidgets) {
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hideWidget(node, w, ":" + widget.name);
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}
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}
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}
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function convertToInput(node, widget, config) {
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console.log('config:', config)
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hideWidget(node, widget);
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const { type } = getWidgetType(config);
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// Add input and store widget config for creating on primitive node
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const sz = node.size;
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if(!widget.options || !widget.options.forceInput){
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node.addInput(widget.name, type, {
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widget: { name: widget.name, [GET_CONFIG]: () => config },
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});
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}
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for (const widget of node.widgets) {
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widget.last_y += LiteGraph.NODE_SLOT_HEIGHT;
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}
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// Restore original size but grow if needed
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node.setSize([Math.max(sz[0], node.size[0]), Math.max(sz[1], node.size[1])]);
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}
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function getWidgetType(config) {
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// Special handling for COMBO so we restrict links based on the entries
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let type = config[0];
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if (type instanceof Array) {
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type = "COMBO";
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}
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return { type };
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}
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const reloadNode = function (node) {
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const nodeType = node.constructor.type;
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const origVals = node.properties.origVals || {};
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const nodeTitle = origVals.title || node.title;
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const nodeColor = origVals.color || node.color;
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const bgColor = origVals.bgcolor || node.bgcolor;
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const oldNode = node
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const options = {
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'size': [...node.size],
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'color': nodeColor,
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'bgcolor': bgColor,
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'pos': [...node.pos]
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}
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let inputLinks = []
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let outputLinks = []
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if(node.inputs){
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for (const input of node.inputs) {
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if (input.link) {
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const input_name = input.name
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const input_slot = node.findInputSlot(input_name)
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const input_node = node.getInputNode(input_slot)
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const input_link = node.getInputLink(input_slot)
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inputLinks.push([input_link.origin_slot, input_node, input_name])
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}
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}
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}
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if(node.outputs) {
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for (const output of node.outputs) {
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if (output.links) {
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const output_name = output.name
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for (const linkID of output.links) {
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const output_link = graph.links[linkID]
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const output_node = graph._nodes_by_id[output_link.target_id]
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outputLinks.push([output_name, output_node, output_link.target_slot])
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}
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}
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}
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}
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app.graph.remove(node)
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const newNode = app.graph.add(LiteGraph.createNode(nodeType, nodeTitle, options));
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function handleLinks() {
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// re-convert inputs
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if(oldNode.widgets) {
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for (let w of oldNode.widgets) {
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if (w.type === 'converted-widget') {
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const WidgetToConvert = newNode.widgets.find((nw) => nw.name === w.name);
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for (let i of oldNode.inputs) {
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if (i.name === w.name) {
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convertToInput(newNode, WidgetToConvert, i.widget);
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}
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}
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}
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}
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}
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// replace input and output links
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for (let input of inputLinks) {
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const [output_slot, output_node, input_name] = input;
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output_node.connect(output_slot, newNode.id, input_name)
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}
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for (let output of outputLinks) {
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const [output_name, input_node, input_slot] = output;
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newNode.connect(output_name, input_node, input_slot)
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}
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}
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// fix widget values
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let values = oldNode.widgets_values;
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if (!values && newNode.widgets?.length>0) {
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newNode.widgets.forEach((newWidget, index) => {
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const oldWidget = oldNode.widgets[index];
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if (newWidget.name === oldWidget.name && newWidget.type === oldWidget.type) {
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newWidget.value = oldWidget.value;
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}
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});
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handleLinks();
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return;
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}
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let pass = false
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const isIterateForwards = values?.length <= newNode.widgets?.length;
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let vi = isIterateForwards ? 0 : values.length - 1;
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function evalWidgetValues(testValue, newWidg) {
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if (testValue === true || testValue === false) {
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if (newWidg.options?.on && newWidg.options?.off) {
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return { value: testValue, pass: true };
|
|
}
|
|
} else if (typeof testValue === "number") {
|
|
if (newWidg.options?.min <= testValue && testValue <= newWidg.options?.max) {
|
|
return { value: testValue, pass: true };
|
|
}
|
|
} else if (newWidg.options?.values?.includes(testValue)) {
|
|
return { value: testValue, pass: true };
|
|
} else if (newWidg.inputEl && typeof testValue === "string") {
|
|
return { value: testValue, pass: true };
|
|
}
|
|
return { value: newWidg.value, pass: false };
|
|
}
|
|
const updateValue = (wi) => {
|
|
const oldWidget = oldNode.widgets[wi];
|
|
let newWidget = newNode.widgets[wi];
|
|
if (newWidget.name === oldWidget.name && newWidget.type === oldWidget.type) {
|
|
while ((isIterateForwards ? vi < values.length : vi >= 0) && !pass) {
|
|
let { value, pass } = evalWidgetValues(values[vi], newWidget);
|
|
if (pass && value !== null) {
|
|
newWidget.value = value;
|
|
break;
|
|
}
|
|
vi += isIterateForwards ? 1 : -1;
|
|
}
|
|
vi++
|
|
if (!isIterateForwards) {
|
|
vi = values.length - (newNode.widgets?.length - 1 - wi);
|
|
}
|
|
}
|
|
};
|
|
if (isIterateForwards && newNode.widgets?.length>0) {
|
|
for (let wi = 0; wi < newNode.widgets.length; wi++) {
|
|
updateValue(wi);
|
|
}
|
|
} else if(newNode.widgets?.length>0){
|
|
for (let wi = newNode.widgets.length - 1; wi >= 0; wi--) {
|
|
updateValue(wi);
|
|
}
|
|
}
|
|
handleLinks();
|
|
};
|
|
|
|
|
|
app.registerExtension({
|
|
name: "comfy.easyUse.extraMenu",
|
|
async beforeRegisterNodeDef(nodeType, nodeData, app) {
|
|
// 刷新节点
|
|
addMenuHandler(nodeType, function (_, options) {
|
|
options.unshift({
|
|
content: $t("🔃 Reload Node"),
|
|
callback: (value, options, e, menu, node) => {
|
|
let graphcanvas = LGraphCanvas.active_canvas;
|
|
if (!graphcanvas.selected_nodes || Object.keys(graphcanvas.selected_nodes).length <= 1) {
|
|
reloadNode(node);
|
|
} else {
|
|
for (let i in graphcanvas.selected_nodes) {
|
|
reloadNode(graphcanvas.selected_nodes[i]);
|
|
}
|
|
}
|
|
}
|
|
})
|
|
// ckptNames
|
|
if(nodeData.name == 'easy ckptNames'){
|
|
options.unshift({
|
|
content: $t("💎 View Checkpoint Info..."),
|
|
callback: (value, options, e, menu, node) => {
|
|
let name = node.widgets[0].value;
|
|
if (!name || name == 'None') return
|
|
new CheckpointInfoDialog(name).show('checkpoints', name);
|
|
}
|
|
})
|
|
}
|
|
})
|
|
|
|
// Swap提示词
|
|
if (positive_prompt.includes(nodeData.name)) {
|
|
addMenu("↪️ Swap EasyPrompt", 'positive_prompt', positive_prompt, nodeType)
|
|
}
|
|
// Swap加载器
|
|
if (loaders.includes(nodeData.name)) {
|
|
addMenu("↪️ Swap EasyLoader", 'loaders', loaders, nodeType)
|
|
}
|
|
// Swap预采样器
|
|
if (preSampling.includes(nodeData.name)) {
|
|
addMenu("↪️ Swap EasyPreSampling", 'preSampling', preSampling, nodeType)
|
|
}
|
|
// Swap kSampler
|
|
if (kSampler.includes(nodeData.name)) {
|
|
addMenu("↪️ Swap EasyKSampler", 'preSampling', kSampler, nodeType)
|
|
}
|
|
// Swap ControlNet
|
|
if (controlnet.includes(nodeData.name)) {
|
|
addMenu("↪️ Swap EasyControlnet", 'controlnet', controlnet, nodeType)
|
|
}
|
|
// Swap IPAdapater
|
|
if (ipadapter.includes(nodeData.name)) {
|
|
addMenu("↪️ Swap EasyAdapater", 'ipadapter', ipadapter, nodeType)
|
|
}
|
|
// Swap Image
|
|
if (imageNode.includes(nodeData.name)) {
|
|
addMenu("↪️ Swap LoadImage", 'load_image', imageNode, nodeType)
|
|
}
|
|
// Swap inpaint
|
|
if (inpaint.includes(nodeData.name)) {
|
|
addMenu("↪️ Swap InpaintNode", 'inpaint', inpaint, nodeType)
|
|
}
|
|
}
|
|
});
|
|
|