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| from .nodes.nodes import * | |
| from .nodes.curve_nodes import * | |
| from .nodes.batchcrop_nodes import * | |
| from .nodes.audioscheduler_nodes import * | |
| from .nodes.image_nodes import * | |
| from .nodes.intrinsic_lora_nodes import * | |
| from .nodes.mask_nodes import * | |
| NODE_CONFIG = { | |
| #constants | |
| "BOOLConstant": {"class": BOOLConstant, "name": "BOOL Constant"}, | |
| "INTConstant": {"class": INTConstant, "name": "INT Constant"}, | |
| "FloatConstant": {"class": FloatConstant, "name": "Float Constant"}, | |
| "StringConstant": {"class": StringConstant, "name": "String Constant"}, | |
| "StringConstantMultiline": {"class": StringConstantMultiline, "name": "String Constant Multiline"}, | |
| #conditioning | |
| "ConditioningMultiCombine": {"class": ConditioningMultiCombine, "name": "Conditioning Multi Combine"}, | |
| "ConditioningSetMaskAndCombine": {"class": ConditioningSetMaskAndCombine, "name": "ConditioningSetMaskAndCombine"}, | |
| "ConditioningSetMaskAndCombine3": {"class": ConditioningSetMaskAndCombine3, "name": "ConditioningSetMaskAndCombine3"}, | |
| "ConditioningSetMaskAndCombine4": {"class": ConditioningSetMaskAndCombine4, "name": "ConditioningSetMaskAndCombine4"}, | |
| "ConditioningSetMaskAndCombine5": {"class": ConditioningSetMaskAndCombine5, "name": "ConditioningSetMaskAndCombine5"}, | |
| "CondPassThrough": {"class": CondPassThrough}, | |
| #masking | |
| "DownloadAndLoadCLIPSeg": {"class": DownloadAndLoadCLIPSeg, "name": "(Down)load CLIPSeg"}, | |
| "BatchCLIPSeg": {"class": BatchCLIPSeg, "name": "Batch CLIPSeg"}, | |
| "ColorToMask": {"class": ColorToMask, "name": "Color To Mask"}, | |
| "CreateGradientMask": {"class": CreateGradientMask, "name": "Create Gradient Mask"}, | |
| "CreateTextMask": {"class": CreateTextMask, "name": "Create Text Mask"}, | |
| "CreateAudioMask": {"class": CreateAudioMask, "name": "Create Audio Mask"}, | |
| "CreateFadeMask": {"class": CreateFadeMask, "name": "Create Fade Mask"}, | |
| "CreateFadeMaskAdvanced": {"class": CreateFadeMaskAdvanced, "name": "Create Fade Mask Advanced"}, | |
| "CreateFluidMask": {"class": CreateFluidMask, "name": "Create Fluid Mask"}, | |
| "CreateShapeMask": {"class": CreateShapeMask, "name": "Create Shape Mask"}, | |
| "CreateVoronoiMask": {"class": CreateVoronoiMask, "name": "Create Voronoi Mask"}, | |
| "CreateMagicMask": {"class": CreateMagicMask, "name": "Create Magic Mask"}, | |
| "GetMaskSizeAndCount": {"class": GetMaskSizeAndCount, "name": "Get Mask Size & Count"}, | |
| "GrowMaskWithBlur": {"class": GrowMaskWithBlur, "name": "Grow Mask With Blur"}, | |
| "MaskBatchMulti": {"class": MaskBatchMulti, "name": "Mask Batch Multi"}, | |
| "OffsetMask": {"class": OffsetMask, "name": "Offset Mask"}, | |
| "RemapMaskRange": {"class": RemapMaskRange, "name": "Remap Mask Range"}, | |
| "ResizeMask": {"class": ResizeMask, "name": "Resize Mask"}, | |
| "RoundMask": {"class": RoundMask, "name": "Round Mask"}, | |
| #images | |
| "AddLabel": {"class": AddLabel, "name": "Add Label"}, | |
| "ColorMatch": {"class": ColorMatch, "name": "Color Match"}, | |
| "CrossFadeImages": {"class": CrossFadeImages, "name": "Cross Fade Images"}, | |
| "CrossFadeImagesMulti": {"class": CrossFadeImagesMulti, "name": "Cross Fade Images Multi"}, | |
| "GetImagesFromBatchIndexed": {"class": GetImagesFromBatchIndexed, "name": "Get Images From Batch Indexed"}, | |
| "GetImageRangeFromBatch": {"class": GetImageRangeFromBatch, "name": "Get Image or Mask Range From Batch"}, | |
| "GetImageSizeAndCount": {"class": GetImageSizeAndCount, "name": "Get Image Size & Count"}, | |
| "FastPreview": {"class": FastPreview, "name": "Fast Preview"}, | |
| "ImageAndMaskPreview": {"class": ImageAndMaskPreview}, | |
| "ImageAddMulti": {"class": ImageAddMulti, "name": "Image Add Multi"}, | |
| "ImageBatchMulti": {"class": ImageBatchMulti, "name": "Image Batch Multi"}, | |
| "ImageBatchRepeatInterleaving": {"class": ImageBatchRepeatInterleaving}, | |
| "ImageBatchTestPattern": {"class": ImageBatchTestPattern, "name": "Image Batch Test Pattern"}, | |
| "ImageConcanate": {"class": ImageConcanate, "name": "Image Concatenate"}, | |
| "ImageConcatFromBatch": {"class": ImageConcatFromBatch, "name": "Image Concatenate From Batch"}, | |
| "ImageConcatMulti": {"class": ImageConcatMulti, "name": "Image Concatenate Multi"}, | |
| "ImageCropByMaskAndResize": {"class": ImageCropByMaskAndResize, "name": "Image Crop By Mask And Resize"}, | |
| "ImageUncropByMask": {"class": ImageUncropByMask, "name": "Image Uncrop By Mask"}, | |
| "ImageGrabPIL": {"class": ImageGrabPIL, "name": "Image Grab PIL"}, | |
| "ImageGridComposite2x2": {"class": ImageGridComposite2x2, "name": "Image Grid Composite 2x2"}, | |
| "ImageGridComposite3x3": {"class": ImageGridComposite3x3, "name": "Image Grid Composite 3x3"}, | |
| "ImageGridtoBatch": {"class": ImageGridtoBatch, "name": "Image Grid To Batch"}, | |
| "ImageNormalize_Neg1_To_1": {"class": ImageNormalize_Neg1_To_1, "name": "Image Normalize -1 to 1"}, | |
| "ImagePass": {"class": ImagePass}, | |
| "ImagePadForOutpaintMasked": {"class": ImagePadForOutpaintMasked, "name": "Image Pad For Outpaint Masked"}, | |
| "ImagePadForOutpaintTargetSize": {"class": ImagePadForOutpaintTargetSize, "name": "Image Pad For Outpaint Target Size"}, | |
| "ImageResizeKJ": {"class": ImageResizeKJ, "name": "Resize Image"}, | |
| "ImageUpscaleWithModelBatched": {"class": ImageUpscaleWithModelBatched, "name": "Image Upscale With Model Batched"}, | |
| "InsertImagesToBatchIndexed": {"class": InsertImagesToBatchIndexed, "name": "Insert Images To Batch Indexed"}, | |
| "LoadAndResizeImage": {"class": LoadAndResizeImage, "name": "Load & Resize Image"}, | |
| "LoadImagesFromFolderKJ": {"class": LoadImagesFromFolderKJ, "name": "Load Images From Folder (KJ)"}, | |
| "MergeImageChannels": {"class": MergeImageChannels, "name": "Merge Image Channels"}, | |
| "PreviewAnimation": {"class": PreviewAnimation, "name": "Preview Animation"}, | |
| "RemapImageRange": {"class": RemapImageRange, "name": "Remap Image Range"}, | |
| "ReverseImageBatch": {"class": ReverseImageBatch, "name": "Reverse Image Batch"}, | |
| "ReplaceImagesInBatch": {"class": ReplaceImagesInBatch, "name": "Replace Images In Batch"}, | |
| "SaveImageWithAlpha": {"class": SaveImageWithAlpha, "name": "Save Image With Alpha"}, | |
| "SaveImageKJ": {"class": SaveImageKJ, "name": "Save Image KJ"}, | |
| "ShuffleImageBatch": {"class": ShuffleImageBatch, "name": "Shuffle Image Batch"}, | |
| "SplitImageChannels": {"class": SplitImageChannels, "name": "Split Image Channels"}, | |
| "TransitionImagesMulti": {"class": TransitionImagesMulti, "name": "Transition Images Multi"}, | |
| "TransitionImagesInBatch": {"class": TransitionImagesInBatch, "name": "Transition Images In Batch"}, | |
| #batch cropping | |
| "BatchCropFromMask": {"class": BatchCropFromMask, "name": "Batch Crop From Mask"}, | |
| "BatchCropFromMaskAdvanced": {"class": BatchCropFromMaskAdvanced, "name": "Batch Crop From Mask Advanced"}, | |
| "FilterZeroMasksAndCorrespondingImages": {"class": FilterZeroMasksAndCorrespondingImages}, | |
| "InsertImageBatchByIndexes": {"class": InsertImageBatchByIndexes, "name": "Insert Image Batch By Indexes"}, | |
| "BatchUncrop": {"class": BatchUncrop, "name": "Batch Uncrop"}, | |
| "BatchUncropAdvanced": {"class": BatchUncropAdvanced, "name": "Batch Uncrop Advanced"}, | |
| "SplitBboxes": {"class": SplitBboxes, "name": "Split Bboxes"}, | |
| "BboxToInt": {"class": BboxToInt, "name": "Bbox To Int"}, | |
| "BboxVisualize": {"class": BboxVisualize, "name": "Bbox Visualize"}, | |
| #noise | |
| "GenerateNoise": {"class": GenerateNoise, "name": "Generate Noise"}, | |
| "FlipSigmasAdjusted": {"class": FlipSigmasAdjusted, "name": "Flip Sigmas Adjusted"}, | |
| "InjectNoiseToLatent": {"class": InjectNoiseToLatent, "name": "Inject Noise To Latent"}, | |
| "CustomSigmas": {"class": CustomSigmas, "name": "Custom Sigmas"}, | |
| #utility | |
| "WidgetToString": {"class": WidgetToString, "name": "Widget To String"}, | |
| "DummyOut": {"class": DummyOut, "name": "Dummy Out"}, | |
| "GetLatentsFromBatchIndexed": {"class": GetLatentsFromBatchIndexed, "name": "Get Latents From Batch Indexed"}, | |
| "ScaleBatchPromptSchedule": {"class": ScaleBatchPromptSchedule, "name": "Scale Batch Prompt Schedule"}, | |
| "CameraPoseVisualizer": {"class": CameraPoseVisualizer, "name": "Camera Pose Visualizer"}, | |
| "AppendStringsToList": {"class": AppendStringsToList, "name": "Append Strings To List"}, | |
| "JoinStrings": {"class": JoinStrings, "name": "Join Strings"}, | |
| "JoinStringMulti": {"class": JoinStringMulti, "name": "Join String Multi"}, | |
| "SomethingToString": {"class": SomethingToString, "name": "Something To String"}, | |
| "Sleep": {"class": Sleep, "name": "Sleep"}, | |
| "VRAM_Debug": {"class": VRAM_Debug, "name": "VRAM Debug"}, | |
| "SomethingToString": {"class": SomethingToString, "name": "Something To String"}, | |
| "EmptyLatentImagePresets": {"class": EmptyLatentImagePresets, "name": "Empty Latent Image Presets"}, | |
| "EmptyLatentImageCustomPresets": {"class": EmptyLatentImageCustomPresets, "name": "Empty Latent Image Custom Presets"}, | |
| "ModelPassThrough": {"class": ModelPassThrough, "name": "ModelPass"}, | |
| "ModelSaveKJ": {"class": ModelSaveKJ, "name": "Model Save KJ"}, | |
| "SetShakkerLabsUnionControlNetType": {"class": SetShakkerLabsUnionControlNetType, "name": "Set Shakker Labs Union ControlNet Type"}, | |
| "StyleModelApplyAdvanced": {"class": StyleModelApplyAdvanced, "name": "Style Model Apply Advanced"}, | |
| #audioscheduler stuff | |
| "NormalizedAmplitudeToMask": {"class": NormalizedAmplitudeToMask}, | |
| "NormalizedAmplitudeToFloatList": {"class": NormalizedAmplitudeToFloatList}, | |
| "OffsetMaskByNormalizedAmplitude": {"class": OffsetMaskByNormalizedAmplitude}, | |
| "ImageTransformByNormalizedAmplitude": {"class": ImageTransformByNormalizedAmplitude}, | |
| #curve nodes | |
| "SplineEditor": {"class": SplineEditor, "name": "Spline Editor"}, | |
| "CreateShapeImageOnPath": {"class": CreateShapeImageOnPath, "name": "Create Shape Image On Path"}, | |
| "CreateShapeMaskOnPath": {"class": CreateShapeMaskOnPath, "name": "Create Shape Mask On Path"}, | |
| "CreateTextOnPath": {"class": CreateTextOnPath, "name": "Create Text On Path"}, | |
| "CreateGradientFromCoords": {"class": CreateGradientFromCoords, "name": "Create Gradient From Coords"}, | |
| "GradientToFloat": {"class": GradientToFloat, "name": "Gradient To Float"}, | |
| "WeightScheduleExtend": {"class": WeightScheduleExtend, "name": "Weight Schedule Extend"}, | |
| "MaskOrImageToWeight": {"class": MaskOrImageToWeight, "name": "Mask Or Image To Weight"}, | |
| "WeightScheduleConvert": {"class": WeightScheduleConvert, "name": "Weight Schedule Convert"}, | |
| "FloatToMask": {"class": FloatToMask, "name": "Float To Mask"}, | |
| "FloatToSigmas": {"class": FloatToSigmas, "name": "Float To Sigmas"}, | |
| "SigmasToFloat": {"class": SigmasToFloat, "name": "Sigmas To Float"}, | |
| "PlotCoordinates": {"class": PlotCoordinates, "name": "Plot Coordinates"}, | |
| "InterpolateCoords": {"class": InterpolateCoords, "name": "Interpolate Coords"}, | |
| "PointsEditor": {"class": PointsEditor, "name": "Points Editor"}, | |
| #experimental | |
| "StabilityAPI_SD3": {"class": StabilityAPI_SD3, "name": "Stability API SD3"}, | |
| "SoundReactive": {"class": SoundReactive, "name": "Sound Reactive"}, | |
| "StableZero123_BatchSchedule": {"class": StableZero123_BatchSchedule, "name": "Stable Zero123 Batch Schedule"}, | |
| "SV3D_BatchSchedule": {"class": SV3D_BatchSchedule, "name": "SV3D Batch Schedule"}, | |
| "LoadResAdapterNormalization": {"class": LoadResAdapterNormalization}, | |
| "Superprompt": {"class": Superprompt, "name": "Superprompt"}, | |
| "GLIGENTextBoxApplyBatchCoords": {"class": GLIGENTextBoxApplyBatchCoords}, | |
| "Intrinsic_lora_sampling": {"class": Intrinsic_lora_sampling, "name": "Intrinsic Lora Sampling"}, | |
| "CheckpointPerturbWeights": {"class": CheckpointPerturbWeights, "name": "CheckpointPerturbWeights"}, | |
| "Screencap_mss": {"class": Screencap_mss, "name": "Screencap mss"}, | |
| "WebcamCaptureCV2": {"class": WebcamCaptureCV2, "name": "Webcam Capture CV2"}, | |
| "DifferentialDiffusionAdvanced": {"class": DifferentialDiffusionAdvanced, "name": "Differential Diffusion Advanced"}, | |
| "FluxBlockLoraLoader": {"class": FluxBlockLoraLoader, "name": "Flux Block Lora Loader"}, | |
| "FluxBlockLoraSelect": {"class": FluxBlockLoraSelect, "name": "Flux Block Lora Select"}, | |
| "CustomControlNetWeightsFluxFromList": {"class": CustomControlNetWeightsFluxFromList, "name": "Custom ControlNet Weights Flux From List"}, | |
| "CheckpointLoaderKJ": {"class": CheckpointLoaderKJ, "name": "CheckpointLoaderKJ"}, | |
| "DiffusionModelLoaderKJ": {"class": DiffusionModelLoaderKJ, "name": "Diffusion Model Loader KJ"}, | |
| "TorchCompileModelFluxAdvanced": {"class": TorchCompileModelFluxAdvanced, "name": "TorchCompileModelFluxAdvanced"}, | |
| "TorchCompileVAE": {"class": TorchCompileVAE, "name": "TorchCompileVAE"}, | |
| "TorchCompileControlNet": {"class": TorchCompileControlNet, "name": "TorchCompileControlNet"}, | |
| "PatchModelPatcherOrder": {"class": PatchModelPatcherOrder, "name": "Patch Model Patcher Order"}, | |
| "TorchCompileLTXModel": {"class": TorchCompileLTXModel, "name": "TorchCompileLTXModel"}, | |
| #instance diffusion | |
| "CreateInstanceDiffusionTracking": {"class": CreateInstanceDiffusionTracking}, | |
| "AppendInstanceDiffusionTracking": {"class": AppendInstanceDiffusionTracking}, | |
| "DrawInstanceDiffusionTracking": {"class": DrawInstanceDiffusionTracking}, | |
| } | |
| def generate_node_mappings(node_config): | |
| node_class_mappings = {} | |
| node_display_name_mappings = {} | |
| for node_name, node_info in node_config.items(): | |
| node_class_mappings[node_name] = node_info["class"] | |
| node_display_name_mappings[node_name] = node_info.get("name", node_info["class"].__name__) | |
| return node_class_mappings, node_display_name_mappings | |
| NODE_CLASS_MAPPINGS, NODE_DISPLAY_NAME_MAPPINGS = generate_node_mappings(NODE_CONFIG) | |
| __all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"] | |
| WEB_DIRECTORY = "./web" | |
| from aiohttp import web | |
| from server import PromptServer | |
| from pathlib import Path | |
| if hasattr(PromptServer, "instance"): | |
| try: | |
| # NOTE: we add an extra static path to avoid comfy mechanism | |
| # that loads every script in web. | |
| PromptServer.instance.app.add_routes( | |
| [web.static("/kjweb_async", (Path(__file__).parent.absolute() / "kjweb_async").as_posix())] | |
| ) | |
| except: | |
| pass |