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__init__.py
295
__init__.py
@ -4,207 +4,122 @@ from .nodes.batchcrop_nodes import *
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from .nodes.audioscheduler_nodes import *
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from .nodes.image_nodes import *
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from .nodes.intrinsic_lora_nodes import *
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NODE_CLASS_MAPPINGS = {
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from .nodes.mask_nodes import *
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NODE_CONFIG = {
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#constants
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"INTConstant": INTConstant,
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"FloatConstant": FloatConstant,
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"StringConstant": StringConstant,
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"StringConstantMultiline": StringConstantMultiline,
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"INTConstant": {"class": INTConstant, "name": "INT Constant"},
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"FloatConstant": {"class": FloatConstant, "name": "Float Constant"},
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"StringConstant": {"class": StringConstant, "name": "String Constant"},
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"StringConstantMultiline": {"class": StringConstantMultiline, "name": "String Constant Multiline"},
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#conditioning
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"ConditioningMultiCombine": ConditioningMultiCombine,
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"ConditioningSetMaskAndCombine": ConditioningSetMaskAndCombine,
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"ConditioningSetMaskAndCombine3": ConditioningSetMaskAndCombine3,
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"ConditioningSetMaskAndCombine4": ConditioningSetMaskAndCombine4,
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"ConditioningSetMaskAndCombine5": ConditioningSetMaskAndCombine5,
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"CondPassThrough": CondPassThrough,
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"ConditioningMultiCombine": {"class": ConditioningMultiCombine, "name": "Conditioning Multi Combine"},
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"ConditioningSetMaskAndCombine": {"class": ConditioningSetMaskAndCombine, "name": "ConditioningSetMaskAndCombine"},
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"ConditioningSetMaskAndCombine3": {"class": ConditioningSetMaskAndCombine3, "name": "ConditioningSetMaskAndCombine3"},
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"ConditioningSetMaskAndCombine4": {"class": ConditioningSetMaskAndCombine4, "name": "ConditioningSetMaskAndCombine4"},
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"ConditioningSetMaskAndCombine5": {"class": ConditioningSetMaskAndCombine5, "name": "ConditioningSetMaskAndCombine5"},
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"CondPassThrough": {"class": CondPassThrough},
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#masking
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"BatchCLIPSeg": BatchCLIPSeg,
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"RoundMask": RoundMask,
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"ResizeMask": ResizeMask,
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"OffsetMask": OffsetMask,
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"MaskBatchMulti": MaskBatchMulti,
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"GrowMaskWithBlur": GrowMaskWithBlur,
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"ColorToMask": ColorToMask,
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"CreateGradientMask": CreateGradientMask,
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"CreateTextMask": CreateTextMask,
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"CreateAudioMask": CreateAudioMask,
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"CreateFadeMask": CreateFadeMask,
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"CreateFadeMaskAdvanced": CreateFadeMaskAdvanced,
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"CreateFluidMask" :CreateFluidMask,
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"CreateShapeMask": CreateShapeMask,
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"CreateVoronoiMask": CreateVoronoiMask,
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"CreateMagicMask": CreateMagicMask,
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"RemapMaskRange": RemapMaskRange,
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"GetMaskSize": GetMaskSize,
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"BatchCLIPSeg": {"class": BatchCLIPSeg, "name": "Batch CLIPSeg"},
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"ColorToMask": {"class": ColorToMask, "name": "Color To Mask"},
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"CreateGradientMask": {"class": CreateGradientMask, "name": "Create Gradient Mask"},
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"CreateTextMask": {"class": CreateTextMask, "name": "Create Text Mask"},
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"CreateAudioMask": {"class": CreateAudioMask, "name": "Create Audio Mask"},
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"CreateFadeMask": {"class": CreateFadeMask, "name": "Create Fade Mask"},
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"CreateFadeMaskAdvanced": {"class": CreateFadeMaskAdvanced, "name": "Create Fade Mask Advanced"},
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"CreateFluidMask": {"class": CreateFluidMask, "name": "Create Fluid Mask"},
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"CreateShapeMask": {"class": CreateShapeMask, "name": "Create Shape Mask"},
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"CreateVoronoiMask": {"class": CreateVoronoiMask, "name": "Create Voronoi Mask"},
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"CreateMagicMask": {"class": CreateMagicMask, "name": "Create Magic Mask"},
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"GetMaskSize": {"class": GetMaskSize, "name": "Get Mask Size"},
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"GrowMaskWithBlur": {"class": GrowMaskWithBlur, "name": "Grow Mask With Blur"},
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"MaskBatchMulti": {"class": MaskBatchMulti, "name": "Mask Batch Multi"},
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"OffsetMask": {"class": OffsetMask, "name": "Offset Mask"},
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"RemapMaskRange": {"class": RemapMaskRange, "name": "Remap Mask Range"},
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"ResizeMask": {"class": ResizeMask, "name": "Resize Mask"},
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"RoundMask": {"class": RoundMask, "name": "Round Mask"},
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#images
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"ImageBatchMulti": ImageBatchMulti,
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"ColorMatch": ColorMatch,
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"CrossFadeImages": CrossFadeImages,
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"GetImageRangeFromBatch": GetImageRangeFromBatch,
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"SaveImageWithAlpha": SaveImageWithAlpha,
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"ReverseImageBatch": ReverseImageBatch,
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"ImageGridComposite2x2": ImageGridComposite2x2,
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"ImageGridComposite3x3": ImageGridComposite3x3,
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"ImageConcanate": ImageConcanate,
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"ImageBatchTestPattern": ImageBatchTestPattern,
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"ReplaceImagesInBatch": ReplaceImagesInBatch,
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"ImageGrabPIL": ImageGrabPIL,
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"AddLabel": AddLabel,
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"ImageUpscaleWithModelBatched": ImageUpscaleWithModelBatched,
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"GetImagesFromBatchIndexed": GetImagesFromBatchIndexed,
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"InsertImagesToBatchIndexed": InsertImagesToBatchIndexed,
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"ImageBatchRepeatInterleaving": ImageBatchRepeatInterleaving,
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"ImageNormalize_Neg1_To_1": ImageNormalize_Neg1_To_1,
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"RemapImageRange": RemapImageRange,
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"ImagePass": ImagePass,
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"ImagePadForOutpaintMasked": ImagePadForOutpaintMasked,
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"ImageAndMaskPreview": ImageAndMaskPreview,
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"SplitImageChannels": SplitImageChannels,
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"MergeImageChannels": MergeImageChannels,
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"ColorMatch": {"class": ColorMatch, "name": "Color Match"},
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"AddLabel": {"class": AddLabel, "name": "Add Label"},
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"ImageBatchMulti": {"class": ImageBatchMulti, "name": "Image Batch Multi"},
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"ImageBatchTestPattern": {"class": ImageBatchTestPattern, "name": "Image Batch Test Pattern"},
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"ImageConcanate": {"class": ImageConcanate, "name": "Image Concanate"},
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"ImageGrabPIL": {"class": ImageGrabPIL, "name": "Image Grab PIL"},
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"ImageGridComposite2x2": {"class": ImageGridComposite2x2, "name": "Image Grid Composite 2x2"},
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"ImageGridComposite3x3": {"class": ImageGridComposite3x3, "name": "Image Grid Composite 3x3"},
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"ImageNormalize_Neg1_To_1": {"class": ImageNormalize_Neg1_To_1, "name": "Image Normalize -1 to 1"},
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"ImagePass": {"class": ImagePass},
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"ImagePadForOutpaintMasked": {"class": ImagePadForOutpaintMasked, "name": "Image Pad For Outpaint Masked"},
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"ImageUpscaleWithModelBatched": {"class": ImageUpscaleWithModelBatched, "name": "Image Upscale With Model Batched"},
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"InsertImagesToBatchIndexed": {"class": InsertImagesToBatchIndexed, "name": "Insert Images To Batch Indexed"},
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"MergeImageChannels": {"class": MergeImageChannels, "name": "Merge Image Channels"},
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"ReverseImageBatch": {"class": ReverseImageBatch, "name": "Reverse Image Batch"},
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"RemapImageRange": {"class": RemapImageRange, "name": "Remap Image Range"},
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"SaveImageWithAlpha": {"class": SaveImageWithAlpha, "name": "Save Image With Alpha"},
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"SplitImageChannels": {"class": SplitImageChannels, "name": "Split Image Channels"},
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"CrossFadeImages": {"class": CrossFadeImages, "name": "Cross Fade Images"},
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"GetImageRangeFromBatch": {"class": GetImageRangeFromBatch, "name": "Get Image Range From Batch"},
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#batch cropping
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"BatchCropFromMask": BatchCropFromMask,
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"BatchCropFromMaskAdvanced": BatchCropFromMaskAdvanced,
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"FilterZeroMasksAndCorrespondingImages": FilterZeroMasksAndCorrespondingImages,
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"InsertImageBatchByIndexes": InsertImageBatchByIndexes,
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"BatchUncrop": BatchUncrop,
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"BatchUncropAdvanced": BatchUncropAdvanced,
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"SplitBboxes": SplitBboxes,
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"BboxToInt": BboxToInt,
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"BboxVisualize": BboxVisualize,
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"BatchCropFromMask": {"class": BatchCropFromMask, "name": "Batch Crop From Mask"},
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"BatchCropFromMaskAdvanced": {"class": BatchCropFromMaskAdvanced, "name": "Batch Crop From Mask Advanced"},
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"FilterZeroMasksAndCorrespondingImages": {"class": FilterZeroMasksAndCorrespondingImages},
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"InsertImageBatchByIndexes": {"class": InsertImageBatchByIndexes, "name": "Insert Image Batch By Indexes"},
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"BatchUncrop": {"class": BatchUncrop, "name": "Batch Uncrop"},
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"BatchUncropAdvanced": {"class": BatchUncropAdvanced, "name": "Batch Uncrop Advanced"},
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"SplitBboxes": {"class": SplitBboxes, "name": "Split Bboxes"},
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"BboxToInt": {"class": BboxToInt, "name": "Bbox To Int"},
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"BboxVisualize": {"class": BboxVisualize, "name": "Bbox Visualize"},
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#noise
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"GenerateNoise": GenerateNoise,
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"FlipSigmasAdjusted": FlipSigmasAdjusted,
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"InjectNoiseToLatent": InjectNoiseToLatent,
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"CustomSigmas": CustomSigmas,
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"GenerateNoise": {"class": GenerateNoise, "name": "Generate Noise"},
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"FlipSigmasAdjusted": {"class": FlipSigmasAdjusted, "name": "Flip Sigmas Adjusted"},
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"InjectNoiseToLatent": {"class": InjectNoiseToLatent, "name": "Inject Noise To Latent"},
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"CustomSigmas": {"class": CustomSigmas, "name": "Custom Sigmas"},
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#utility
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"WidgetToString": WidgetToString,
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"DummyLatentOut": DummyLatentOut,
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"GetLatentsFromBatchIndexed": GetLatentsFromBatchIndexed,
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"ScaleBatchPromptSchedule": ScaleBatchPromptSchedule,
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"CameraPoseVisualizer": CameraPoseVisualizer,
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"JoinStrings": JoinStrings,
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"JoinStringMulti": JoinStringMulti,
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"Sleep": Sleep,
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"VRAM_Debug" : VRAM_Debug,
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"SomethingToString" : SomethingToString,
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"EmptyLatentImagePresets": EmptyLatentImagePresets,
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"WidgetToString": {"class": WidgetToString, "name": "Widget To String"},
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"DummyLatentOut": {"class": DummyLatentOut, "name": "Dummy Latent Out"},
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"GetLatentsFromBatchIndexed": {"class": GetLatentsFromBatchIndexed, "name": "Get Latents From Batch Indexed"},
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"ScaleBatchPromptSchedule": {"class": ScaleBatchPromptSchedule, "name": "Scale Batch Prompt Schedule"},
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"CameraPoseVisualizer": {"class": CameraPoseVisualizer, "name": "Camera Pose Visualizer"},
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"JoinStrings": {"class": JoinStrings, "name": "Join Strings"},
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"JoinStringMulti": {"class": JoinStringMulti, "name": "Join String Multi"},
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"Sleep": {"class": Sleep, "name": "Sleep"},
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"VRAM_Debug": {"class": VRAM_Debug, "name": "VRAM Debug"},
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"SomethingToString": {"class": SomethingToString, "name": "Something To String"},
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"EmptyLatentImagePresets": {"class": EmptyLatentImagePresets, "name": "Empty Latent Image Presets"},
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#audioscheduler stuff
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"NormalizedAmplitudeToMask": NormalizedAmplitudeToMask,
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"OffsetMaskByNormalizedAmplitude": OffsetMaskByNormalizedAmplitude,
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"ImageTransformByNormalizedAmplitude": ImageTransformByNormalizedAmplitude,
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"NormalizedAmplitudeToMask": {"class": NormalizedAmplitudeToMask},
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"OffsetMaskByNormalizedAmplitude": {"class": OffsetMaskByNormalizedAmplitude},
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"ImageTransformByNormalizedAmplitude": {"class": ImageTransformByNormalizedAmplitude},
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#curve nodes
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"SplineEditor": SplineEditor,
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"CreateShapeMaskOnPath": CreateShapeMaskOnPath,
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"WeightScheduleExtend": WeightScheduleExtend,
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"MaskOrImageToWeight": MaskOrImageToWeight,
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"WeightScheduleConvert": WeightScheduleConvert,
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"FloatToMask": FloatToMask,
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"FloatToSigmas": FloatToSigmas,
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"SplineEditor": {"class": SplineEditor, "name": "Spline Editor"},
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"CreateShapeMaskOnPath": {"class": CreateShapeMaskOnPath, "name": "Create Shape Mask On Path"},
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"WeightScheduleExtend": {"class": WeightScheduleExtend, "name": "Weight Schedule Extend"},
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"MaskOrImageToWeight": {"class": MaskOrImageToWeight, "name": "Mask Or Image To Weight"},
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"WeightScheduleConvert": {"class": WeightScheduleConvert, "name": "Weight Schedule Convert"},
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"FloatToMask": {"class": FloatToMask, "name": "Float To Mask"},
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"FloatToSigmas": {"class": FloatToSigmas, "name": "Float To Sigmas"},
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#experimental
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"StabilityAPI_SD3": StabilityAPI_SD3,
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"SoundReactive": SoundReactive,
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"StableZero123_BatchSchedule": StableZero123_BatchSchedule,
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"SV3D_BatchSchedule": SV3D_BatchSchedule,
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"LoadResAdapterNormalization": LoadResAdapterNormalization,
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"Superprompt": Superprompt,
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"GLIGENTextBoxApplyBatchCoords": GLIGENTextBoxApplyBatchCoords,
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"Intrinsic_lora_sampling": Intrinsic_lora_sampling,
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"StabilityAPI_SD3": {"class": StabilityAPI_SD3, "name": "Stability API SD3"},
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"SoundReactive": {"class": SoundReactive, "name": "Sound Reactive"},
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"StableZero123_BatchSchedule": {"class": StableZero123_BatchSchedule, "name": "Stable Zero123 Batch Schedule"},
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"SV3D_BatchSchedule": {"class": SV3D_BatchSchedule, "name": "SV3D Batch Schedule"},
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"LoadResAdapterNormalization": {"class": LoadResAdapterNormalization},
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"Superprompt": {"class": Superprompt, "name": "Superprompt"},
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"GLIGENTextBoxApplyBatchCoords": {"class": GLIGENTextBoxApplyBatchCoords},
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"Intrinsic_lora_sampling": {"class": Intrinsic_lora_sampling, "name": "Intrinsic Lora Sampling"},
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}
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def generate_node_mappings(node_config):
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node_class_mappings = {}
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node_display_name_mappings = {}
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for node_name, node_info in node_config.items():
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node_class_mappings[node_name] = node_info["class"]
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node_display_name_mappings[node_name] = node_info.get("name", node_info["class"].__name__)
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return node_class_mappings, node_display_name_mappings
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NODE_CLASS_MAPPINGS, NODE_DISPLAY_NAME_MAPPINGS = generate_node_mappings(NODE_CONFIG)
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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"INTConstant": "INT Constant",
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"FloatConstant": "Float Constant",
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"ImageBatchMulti": "Image Batch Multi",
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"MaskBatchMulti": "Mask Batch Multi",
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"ConditioningMultiCombine": "Conditioning Multi Combine",
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"ConditioningSetMaskAndCombine": "ConditioningSetMaskAndCombine",
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"ConditioningSetMaskAndCombine3": "ConditioningSetMaskAndCombine3",
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"ConditioningSetMaskAndCombine4": "ConditioningSetMaskAndCombine4",
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"ConditioningSetMaskAndCombine5": "ConditioningSetMaskAndCombine5",
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"GrowMaskWithBlur": "GrowMaskWithBlur",
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"ColorToMask": "ColorToMask",
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"CreateGradientMask": "CreateGradientMask",
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"CreateTextMask" : "CreateTextMask",
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"CreateFadeMask" : "CreateFadeMask (Deprecated)",
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"CreateFadeMaskAdvanced" : "CreateFadeMaskAdvanced",
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"CreateFluidMask" : "CreateFluidMask",
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"CreateAudioMask" : "CreateAudioMask (Deprecated)",
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"VRAM_Debug" : "VRAM Debug",
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"CrossFadeImages": "CrossFadeImages",
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"SomethingToString": "SomethingToString",
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"EmptyLatentImagePresets": "EmptyLatentImagePresets",
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"ColorMatch": "ColorMatch",
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"GetImageRangeFromBatch": "GetImageRangeFromBatch",
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"InsertImagesToBatchIndexed": "InsertImagesToBatchIndexed",
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"SaveImageWithAlpha": "SaveImageWithAlpha",
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"ReverseImageBatch": "ReverseImageBatch",
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"ImageGridComposite2x2": "ImageGridComposite2x2",
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"ImageGridComposite3x3": "ImageGridComposite3x3",
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"ImageConcanate": "ImageConcatenate",
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"ImageBatchTestPattern": "ImageBatchTestPattern",
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"ReplaceImagesInBatch": "ReplaceImagesInBatch",
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"BatchCropFromMask": "BatchCropFromMask",
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"BatchCropFromMaskAdvanced": "BatchCropFromMaskAdvanced",
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"FilterZeroMasksAndCorrespondingImages": "FilterZeroMasksAndCorrespondingImages",
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"InsertImageBatchByIndexes": "InsertImageBatchByIndexes",
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"BatchUncrop": "BatchUncrop",
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"BatchUncropAdvanced": "BatchUncropAdvanced",
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"BatchCLIPSeg": "BatchCLIPSeg",
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"RoundMask": "RoundMask",
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"ResizeMask": "ResizeMask",
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"OffsetMask": "OffsetMask",
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"WidgetToString": "WidgetToString",
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"CreateShapeMask": "CreateShapeMask",
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"CreateVoronoiMask": "CreateVoronoiMask",
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"CreateMagicMask": "CreateMagicMask",
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"BboxToInt": "BboxToInt",
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"SplitBboxes": "SplitBboxes",
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"ImageGrabPIL": "ImageGrabPIL",
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"DummyLatentOut": "DummyLatentOut",
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"FlipSigmasAdjusted": "FlipSigmasAdjusted",
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"InjectNoiseToLatent": "InjectNoiseToLatent",
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"AddLabel": "AddLabel",
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"SoundReactive": "SoundReactive",
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"GenerateNoise": "GenerateNoise",
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"StableZero123_BatchSchedule": "StableZero123_BatchSchedule",
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"SV3D_BatchSchedule": "SV3D_BatchSchedule",
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"GetImagesFromBatchIndexed": "GetImagesFromBatchIndexed",
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"ImageBatchRepeatInterleaving": "ImageBatchRepeatInterleaving",
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"NormalizedAmplitudeToMask": "NormalizedAmplitudeToMask",
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"OffsetMaskByNormalizedAmplitude": "OffsetMaskByNormalizedAmplitude",
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"ImageTransformByNormalizedAmplitude": "ImageTransformByNormalizedAmplitude",
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"GetLatentsFromBatchIndexed": "GetLatentsFromBatchIndexed",
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"StringConstant": "StringConstant",
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"CondPassThrough": "CondPassThrough",
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"ImageUpscaleWithModelBatched": "ImageUpscaleWithModelBatched",
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"ScaleBatchPromptSchedule": "ScaleBatchPromptSchedule",
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"ImageNormalize_Neg1_To_1": "ImageNormalize_Neg1_To_1",
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"Intrinsic_lora_sampling": "Intrinsic_lora_sampling",
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"RemapMaskRange": "RemapMaskRange",
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"LoadResAdapterNormalization": "LoadResAdapterNormalization",
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"Superprompt": "Superprompt",
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"RemapImageRange": "RemapImageRange",
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"CameraPoseVisualizer": "CameraPoseVisualizer",
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"BboxVisualize": "BboxVisualize",
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"StringConstantMultiline": "StringConstantMultiline",
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"JoinStrings": "JoinStrings",
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"Sleep": "🛌 Sleep 🛌",
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"ImagePadForOutpaintMasked": "Pad Image For Outpaint Masked",
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"ImageAndMaskPreview": "Image & Mask Preview",
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"StabilityAPI_SD3": "Stability API SD3",
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"MaskOrImageToWeight": "Mask Or Image To Weight",
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"WeightScheduleConvert": "Weight Schedule Convert",
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"FloatToMask": "Float To Mask",
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"FloatToSigmas": "Float To Sigmas",
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"CustomSigmas": "Custom Sigmas",
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"ImagePass": "ImagePass",
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"SplitImageChannels": "Split Image Channels",
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"MergeImageChannels": "Merge Image Channels",
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#curve nodes
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"SplineEditor": "Spline Editor",
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"CreateShapeMaskOnPath": "Create Shape Mask On Path",
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"WeightScheduleExtend": "Weight Schedule Extend"
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}
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__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"]
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WEB_DIRECTORY = "./web"
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1165
nodes/mask_nodes.py
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nodes/mask_nodes.py
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Load Diff
1156
nodes/nodes.py
1156
nodes/nodes.py
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