__init__.py

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 *
NODE_CLASS_MAPPINGS = {
    #constants
    "INTConstant": INTConstant,
    "FloatConstant": FloatConstant,
    "StringConstant": StringConstant,
    "StringConstantMultiline": StringConstantMultiline,
    #conditioning
    "ConditioningMultiCombine": ConditioningMultiCombine,
    "ConditioningSetMaskAndCombine": ConditioningSetMaskAndCombine,
    "ConditioningSetMaskAndCombine3": ConditioningSetMaskAndCombine3,
    "ConditioningSetMaskAndCombine4": ConditioningSetMaskAndCombine4,
    "ConditioningSetMaskAndCombine5": ConditioningSetMaskAndCombine5,
    "CondPassThrough": CondPassThrough,
    #masking
    "BatchCLIPSeg": BatchCLIPSeg,
    "RoundMask": RoundMask,
    "ResizeMask": ResizeMask,
    "OffsetMask": OffsetMask,
    "MaskBatchMulti": MaskBatchMulti,
    "GrowMaskWithBlur": GrowMaskWithBlur,
    "ColorToMask": ColorToMask,
    "CreateGradientMask": CreateGradientMask,
    "CreateTextMask": CreateTextMask,
    "CreateAudioMask": CreateAudioMask,
    "CreateFadeMask": CreateFadeMask,
    "CreateFadeMaskAdvanced": CreateFadeMaskAdvanced,
    "CreateFluidMask" :CreateFluidMask,
    "CreateShapeMask": CreateShapeMask,
    "CreateVoronoiMask": CreateVoronoiMask,
    "CreateMagicMask": CreateMagicMask,
    "RemapMaskRange": RemapMaskRange,
    "GetMaskSize": GetMaskSize,
    #images
    "ImageBatchMulti": ImageBatchMulti,
    "ColorMatch": ColorMatch,
    "CrossFadeImages": CrossFadeImages,
    "GetImageRangeFromBatch": GetImageRangeFromBatch,
    "SaveImageWithAlpha": SaveImageWithAlpha,
    "ReverseImageBatch": ReverseImageBatch,
    "ImageGridComposite2x2": ImageGridComposite2x2,
    "ImageGridComposite3x3": ImageGridComposite3x3,
    "ImageConcanate": ImageConcanate,
    "ImageBatchTestPattern": ImageBatchTestPattern,
    "ReplaceImagesInBatch": ReplaceImagesInBatch,
    "ImageGrabPIL": ImageGrabPIL,
    "AddLabel": AddLabel,
    "ImageUpscaleWithModelBatched": ImageUpscaleWithModelBatched,
    "GetImagesFromBatchIndexed": GetImagesFromBatchIndexed,
    "InsertImagesToBatchIndexed": InsertImagesToBatchIndexed,
    "ImageBatchRepeatInterleaving": ImageBatchRepeatInterleaving,
    "ImageNormalize_Neg1_To_1": ImageNormalize_Neg1_To_1,
    "RemapImageRange": RemapImageRange,
    "ImagePass": ImagePass,
    "ImagePadForOutpaintMasked": ImagePadForOutpaintMasked,
    "ImageAndMaskPreview": ImageAndMaskPreview,
    "SplitImageChannels": SplitImageChannels,
    "MergeImageChannels": MergeImageChannels,
    #batch cropping
    "BatchCropFromMask": BatchCropFromMask,
    "BatchCropFromMaskAdvanced": BatchCropFromMaskAdvanced,
    "FilterZeroMasksAndCorrespondingImages": FilterZeroMasksAndCorrespondingImages,
    "InsertImageBatchByIndexes": InsertImageBatchByIndexes,
    "BatchUncrop": BatchUncrop,
    "BatchUncropAdvanced": BatchUncropAdvanced,
    "SplitBboxes": SplitBboxes,
    "BboxToInt": BboxToInt,
    "BboxVisualize": BboxVisualize,
    #noise
    "GenerateNoise": GenerateNoise,
    "FlipSigmasAdjusted": FlipSigmasAdjusted,
    "InjectNoiseToLatent": InjectNoiseToLatent,
    "CustomSigmas": CustomSigmas,
    #utility
    "WidgetToString": WidgetToString,
    "DummyLatentOut": DummyLatentOut,
    "GetLatentsFromBatchIndexed": GetLatentsFromBatchIndexed,
    "ScaleBatchPromptSchedule": ScaleBatchPromptSchedule,
    "CameraPoseVisualizer": CameraPoseVisualizer,
    "JoinStrings": JoinStrings,
    "JoinStringMulti": JoinStringMulti,
    "Sleep": Sleep,
    "VRAM_Debug" : VRAM_Debug,
    "SomethingToString" : SomethingToString,
    "EmptyLatentImagePresets": EmptyLatentImagePresets,
    #audioscheduler stuff
    "NormalizedAmplitudeToMask": NormalizedAmplitudeToMask,
    "OffsetMaskByNormalizedAmplitude": OffsetMaskByNormalizedAmplitude,
    "ImageTransformByNormalizedAmplitude": ImageTransformByNormalizedAmplitude,
    #curve nodes
    "SplineEditor": SplineEditor,
    "CreateShapeMaskOnPath": CreateShapeMaskOnPath,
    "WeightScheduleExtend": WeightScheduleExtend,
    "MaskOrImageToWeight": MaskOrImageToWeight,
    "WeightScheduleConvert": WeightScheduleConvert,
    "FloatToMask": FloatToMask,
    "FloatToSigmas": FloatToSigmas,
    #experimental
    "StabilityAPI_SD3": StabilityAPI_SD3,
    "SoundReactive": SoundReactive,
    "StableZero123_BatchSchedule": StableZero123_BatchSchedule,
    "SV3D_BatchSchedule": SV3D_BatchSchedule,
    "LoadResAdapterNormalization": LoadResAdapterNormalization,
    "Superprompt": Superprompt,
    "GLIGENTextBoxApplyBatchCoords": GLIGENTextBoxApplyBatchCoords,
    "Intrinsic_lora_sampling": Intrinsic_lora_sampling,

}
NODE_DISPLAY_NAME_MAPPINGS = {
    "INTConstant": "INT Constant",
    "FloatConstant": "Float Constant",
    "ImageBatchMulti": "Image Batch Multi",
    "MaskBatchMulti": "Mask Batch Multi",
    "ConditioningMultiCombine": "Conditioning Multi Combine",
    "ConditioningSetMaskAndCombine": "ConditioningSetMaskAndCombine",
    "ConditioningSetMaskAndCombine3": "ConditioningSetMaskAndCombine3",
    "ConditioningSetMaskAndCombine4": "ConditioningSetMaskAndCombine4",
    "ConditioningSetMaskAndCombine5": "ConditioningSetMaskAndCombine5",
    "GrowMaskWithBlur": "GrowMaskWithBlur",
    "ColorToMask": "ColorToMask",
    "CreateGradientMask": "CreateGradientMask",
    "CreateTextMask" : "CreateTextMask",
    "CreateFadeMask" : "CreateFadeMask (Deprecated)",
    "CreateFadeMaskAdvanced" : "CreateFadeMaskAdvanced",
    "CreateFluidMask" : "CreateFluidMask",
    "CreateAudioMask" : "CreateAudioMask (Deprecated)",
    "VRAM_Debug" : "VRAM Debug",
    "CrossFadeImages": "CrossFadeImages",
    "SomethingToString": "SomethingToString",
    "EmptyLatentImagePresets": "EmptyLatentImagePresets",
    "ColorMatch": "ColorMatch",
    "GetImageRangeFromBatch": "GetImageRangeFromBatch",
    "InsertImagesToBatchIndexed": "InsertImagesToBatchIndexed",
    "SaveImageWithAlpha": "SaveImageWithAlpha",
    "ReverseImageBatch": "ReverseImageBatch",
    "ImageGridComposite2x2": "ImageGridComposite2x2",
    "ImageGridComposite3x3": "ImageGridComposite3x3",
    "ImageConcanate": "ImageConcatenate",
    "ImageBatchTestPattern": "ImageBatchTestPattern",
    "ReplaceImagesInBatch": "ReplaceImagesInBatch",
    "BatchCropFromMask": "BatchCropFromMask",
    "BatchCropFromMaskAdvanced": "BatchCropFromMaskAdvanced",
    "FilterZeroMasksAndCorrespondingImages": "FilterZeroMasksAndCorrespondingImages",
    "InsertImageBatchByIndexes": "InsertImageBatchByIndexes",
    "BatchUncrop": "BatchUncrop",
    "BatchUncropAdvanced": "BatchUncropAdvanced",
    "BatchCLIPSeg": "BatchCLIPSeg",
    "RoundMask": "RoundMask",
    "ResizeMask": "ResizeMask",
    "OffsetMask": "OffsetMask",
    "WidgetToString": "WidgetToString",
    "CreateShapeMask": "CreateShapeMask",
    "CreateVoronoiMask": "CreateVoronoiMask",
    "CreateMagicMask": "CreateMagicMask",
    "BboxToInt": "BboxToInt",
    "SplitBboxes": "SplitBboxes",
    "ImageGrabPIL": "ImageGrabPIL",
    "DummyLatentOut": "DummyLatentOut",
    "FlipSigmasAdjusted": "FlipSigmasAdjusted",
    "InjectNoiseToLatent": "InjectNoiseToLatent",
    "AddLabel": "AddLabel",
    "SoundReactive": "SoundReactive",
    "GenerateNoise": "GenerateNoise",
    "StableZero123_BatchSchedule": "StableZero123_BatchSchedule",
    "SV3D_BatchSchedule": "SV3D_BatchSchedule",
    "GetImagesFromBatchIndexed": "GetImagesFromBatchIndexed",
    "ImageBatchRepeatInterleaving": "ImageBatchRepeatInterleaving",
    "NormalizedAmplitudeToMask": "NormalizedAmplitudeToMask",
    "OffsetMaskByNormalizedAmplitude": "OffsetMaskByNormalizedAmplitude",
    "ImageTransformByNormalizedAmplitude": "ImageTransformByNormalizedAmplitude",
    "GetLatentsFromBatchIndexed": "GetLatentsFromBatchIndexed",
    "StringConstant": "StringConstant",
    "CondPassThrough": "CondPassThrough",
    "ImageUpscaleWithModelBatched": "ImageUpscaleWithModelBatched",
    "ScaleBatchPromptSchedule": "ScaleBatchPromptSchedule",
    "ImageNormalize_Neg1_To_1": "ImageNormalize_Neg1_To_1",
    "Intrinsic_lora_sampling": "Intrinsic_lora_sampling",
    "RemapMaskRange": "RemapMaskRange",
    "LoadResAdapterNormalization": "LoadResAdapterNormalization",
    "Superprompt": "Superprompt",
    "RemapImageRange": "RemapImageRange",
    "CameraPoseVisualizer": "CameraPoseVisualizer",
    "BboxVisualize": "BboxVisualize",
    "StringConstantMultiline": "StringConstantMultiline",
    "JoinStrings": "JoinStrings",
    "Sleep": "🛌 Sleep 🛌",
    "ImagePadForOutpaintMasked": "Pad Image For Outpaint Masked",
    "ImageAndMaskPreview": "Image & Mask Preview",
    "StabilityAPI_SD3": "Stability API SD3",
    "MaskOrImageToWeight": "Mask Or Image To Weight",
    "WeightScheduleConvert": "Weight Schedule Convert",
    "FloatToMask": "Float To Mask",
    "FloatToSigmas": "Float To Sigmas",
    "CustomSigmas": "Custom Sigmas",
    "ImagePass": "ImagePass",
    "SplitImageChannels": "Split Image Channels",
    "MergeImageChannels": "Merge Image Channels",
    #curve nodes
    "SplineEditor": "Spline Editor",
    "CreateShapeMaskOnPath": "Create Shape Mask On Path",
    "WeightScheduleExtend": "Weight Schedule Extend"
}
__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"):

    # 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())]
    )