ComfyUI-Impact-Pack/__init__.py

import shutil
import folder_paths
import os
import sys

comfy_path = os.path.dirname(folder_paths.__file__)
impact_path = os.path.join(os.path.dirname(__file__))
subpack_path = os.path.join(os.path.dirname(__file__), "subpack")
modules_path = os.path.join(os.path.dirname(__file__), "modules")
wildcards_path = os.path.join(os.path.dirname(__file__), "wildcards")
custom_wildcards_path = os.path.join(os.path.dirname(__file__), "custom_wildcards")

sys.path.append(modules_path)
sys.path.append(subpack_path)


import impact.config
print(f"### Loading: ComfyUI-Impact-Pack ({impact.config.version})")


def do_install():
    import importlib
    spec = importlib.util.spec_from_file_location('impact_install', os.path.join(os.path.dirname(__file__), 'install.py'))
    impact_install = importlib.util.module_from_spec(spec)
    spec.loader.exec_module(impact_install)


# ensure dependency
if impact.config.get_config()['dependency_version'] < impact.config.dependency_version:
    print(f"## ComfyUI-Impact-Pack: Updating dependencies")
    do_install()


# Core
# recheck dependencies for colab
try:
    import folder_paths
    import torch
    import cv2
    import numpy as np
    import comfy.samplers
    import comfy.sd
    import warnings
    from PIL import Image, ImageFilter
    from skimage.measure import label, regionprops
    from collections import namedtuple
    import piexif

    if not impact.config.get_config()['mmdet_skip']:
        import mmcv
        from mmdet.apis import (inference_detector, init_detector)
        from mmdet.evaluation import get_classes
except:
    import importlib
    print("### ComfyUI-Impact-Pack: Reinstall dependencies (several dependencies are missing.)")
    do_install()

import impact.impact_server  # to load server api

def setup_js():
    # remove garbage
    old_js_path = os.path.join(comfy_path, "web", "extensions", "core", "impact-pack.js")
    if os.path.exists(old_js_path):
        os.remove(old_js_path)

    # setup js
    js_dest_path = os.path.join(comfy_path, "web", "extensions", "impact-pack")
    if not os.path.exists(js_dest_path):
        os.makedirs(js_dest_path)

    js_src_path = os.path.join(impact_path, "js", "impact-pack.js")
    shutil.copy(js_src_path, js_dest_path)

    js_src_path = os.path.join(impact_path, "js", "impact-sam-editor.js")
    shutil.copy(js_src_path, js_dest_path)

    js_src_path = os.path.join(impact_path, "js", "comboBoolMigration.js")
    shutil.copy(js_src_path, js_dest_path)
    
setup_js()

from impact.impact_pack import *
from impact.detectors import *
from impact.pipe import *
from impact.logics import *

impact.wildcards.read_wildcard_dict(wildcards_path)
impact.wildcards.read_wildcard_dict(custom_wildcards_path)

NODE_CLASS_MAPPINGS = {
    "SAMLoader": SAMLoader,
    "CLIPSegDetectorProvider": CLIPSegDetectorProvider,
    "ONNXDetectorProvider": ONNXDetectorProvider,

    "BitwiseAndMaskForEach": BitwiseAndMaskForEach,
    "SubtractMaskForEach": SubtractMaskForEach,

    "DetailerForEach": DetailerForEach,
    "DetailerForEachDebug": DetailerForEachTest,
    "DetailerForEachPipe": DetailerForEachPipe,
    "DetailerForEachDebugPipe": DetailerForEachTestPipe,

    "SAMDetectorCombined": SAMDetectorCombined,
    "SAMDetectorSegmented": SAMDetectorSegmented,

    "FaceDetailer": FaceDetailer,
    "FaceDetailerPipe": FaceDetailerPipe,

    "ToDetailerPipe": ToDetailerPipe,
    "FromDetailerPipe": FromDetailerPipe,
    "FromDetailerPipe_v2": FromDetailerPipe_v2,
    "ToBasicPipe": ToBasicPipe,
    "FromBasicPipe": FromBasicPipe,
    "FromBasicPipe_v2": FromBasicPipe_v2,
    "BasicPipeToDetailerPipe": BasicPipeToDetailerPipe,
    "DetailerPipeToBasicPipe": DetailerPipeToBasicPipe,
    "EditBasicPipe": EditBasicPipe,
    "EditDetailerPipe": EditDetailerPipe,

    "LatentPixelScale": LatentPixelScale,
    "PixelKSampleUpscalerProvider": PixelKSampleUpscalerProvider,
    "PixelKSampleUpscalerProviderPipe": PixelKSampleUpscalerProviderPipe,
    "IterativeLatentUpscale": IterativeLatentUpscale,
    "IterativeImageUpscale": IterativeImageUpscale,
    "PixelTiledKSampleUpscalerProvider": PixelTiledKSampleUpscalerProvider,
    "PixelTiledKSampleUpscalerProviderPipe": PixelTiledKSampleUpscalerProviderPipe,
    "TwoSamplersForMaskUpscalerProvider": TwoSamplersForMaskUpscalerProvider,
    "TwoSamplersForMaskUpscalerProviderPipe": TwoSamplersForMaskUpscalerProviderPipe,

    "PixelKSampleHookCombine": PixelKSampleHookCombine,
    "DenoiseScheduleHookProvider": DenoiseScheduleHookProvider,
    "CfgScheduleHookProvider": CfgScheduleHookProvider,

    "BitwiseAndMask": BitwiseAndMask,
    "SubtractMask": SubtractMask,
    "AddMask": AddMask,
    "Segs & Mask": SegsBitwiseAndMask,
    "Segs & Mask ForEach": SegsBitwiseAndMaskForEach,
    "EmptySegs": EmptySEGS,

    "MaskToSEGS": MaskToSEGS,
    "ToBinaryMask": ToBinaryMask,
    "MasksToMaskList": MasksToMaskList,

    "BboxDetectorSEGS": BboxDetectorForEach,
    "SegmDetectorSEGS": SegmDetectorForEach,
    "ONNXDetectorSEGS": ONNXDetectorForEach,

    "BboxDetectorCombined_v2": BboxDetectorCombined,
    "SegmDetectorCombined_v2": SegmDetectorCombined,
    "SegsToCombinedMask": SegsToCombinedMask,

    "KSamplerProvider": KSamplerProvider,
    "TwoSamplersForMask": TwoSamplersForMask,
    "TiledKSamplerProvider": TiledKSamplerProvider,

    "KSamplerAdvancedProvider": KSamplerAdvancedProvider,
    "TwoAdvancedSamplersForMask": TwoAdvancedSamplersForMask,

    "PreviewBridge": PreviewBridge,
    "ImageSender": ImageSender,
    "ImageReceiver": ImageReceiver,
    "LatentSender": LatentSender,
    "LatentReceiver": LatentReceiver,
    "ImageMaskSwitch": ImageMaskSwitch,
    "LatentSwitch": LatentSwitch,
    "SEGSSwitch": SEGSSwitch,

    # "SaveConditioning": SaveConditioning,
    # "LoadConditioning": LoadConditioning,

    "ImpactWildcardProcessor": ImpactWildcardProcessor,
    "ImpactLogger": ImpactLogger,

    "SEGSDetailer": SEGSDetailer,
    "SEGSPaste": SEGSPaste,
    "SEGSPreview": SEGSPreview,
    "SEGSToImageList": SEGSToImageList,
    "ImpactSEGSToMaskList": SEGSToMaskList,
    "ImpactSEGSConcat": SEGSConcat,

    # "SEGPick": SEGPick,
    # "SEGEdit": SEGEdit,

    "ImpactKSamplerBasicPipe": KSamplerBasicPipe,
    "ImpactKSamplerAdvancedBasicPipe": KSamplerAdvancedBasicPipe,

    "ReencodeLatent": ReencodeLatent,
    "ReencodeLatentPipe": ReencodeLatentPipe,

    "ImpactImageBatchToImageList": ImageBatchToImageList,

    "RegionalSampler": RegionalSampler,
    "CombineRegionalPrompts": CombineRegionalPrompts,
    "RegionalPrompt": RegionalPrompt,

    "ImpactSEGSLabelFilter": SEGSLabelFilter,
    "ImpactSEGSRangeFilter": SEGSRangeFilter,
    "ImpactSEGSOrderedFilter": SEGSOrderedFilter,

    "ImpactCompare": ImpactCompare,
    "ImpactConditionalBranch": ImpactConditionalBranch,
    "ImpactInt": ImpactInt,
    # "ImpactFloat": ImpactFloat,
    "ImpactValueSender": ImpactValueSender,
    "ImpactValueReceiver": ImpactValueReceiver,
    "ImpactImageInfo": ImpactImageInfo,
    "ImpactMinMax": ImpactMinMax,
    "ImpactNeg": ImpactNeg,
    "ImpactConditionalStopIteration": ImpactConditionalStopIteration,
}


NODE_DISPLAY_NAME_MAPPINGS = {
    "BboxDetectorSEGS": "BBOX Detector (SEGS)",
    "SegmDetectorSEGS": "SEGM Detector (SEGS)",
    "ONNXDetectorSEGS": "ONNX Detector (SEGS)",
    "BboxDetectorCombined_v2": "BBOX Detector (combined)",
    "SegmDetectorCombined_v2": "SEGM Detector (combined)",
    "SegsToCombinedMask": "SEGS to MASK (combined)",
    "MaskToSEGS": "MASK to SEGS",
    "BitwiseAndMaskForEach": "Bitwise(SEGS & SEGS)",
    "SubtractMaskForEach": "Bitwise(SEGS - SEGS)",
    "Segs & Mask": "Bitwise(SEGS & MASK)",
    "Segs & Mask ForEach": "Bitwise(SEGS & MASKS ForEach)",
    "BitwiseAndMask": "Bitwise(MASK & MASK)",
    "SubtractMask": "Bitwise(MASK - MASK)",
    "AddMask": "Bitwise(MASK + MASK)",
    "DetailerForEach": "Detailer (SEGS)",
    "DetailerForEachPipe": "Detailer (SEGS/pipe)",
    "DetailerForEachDebug": "DetailerDebug (SEGS)",
    "DetailerForEachDebugPipe": "DetailerDebug (SEGS/pipe)",
    "SAMDetectorCombined": "SAMDetector (combined)",
    "SAMDetectorSegmented": "SAMDetector (segmented)",
    "FaceDetailerPipe": "FaceDetailer (pipe)",

    "BasicPipeToDetailerPipe": "BasicPipe -> DetailerPipe",
    "DetailerPipeToBasicPipe": "DetailerPipe -> BasicPipe",
    "EditBasicPipe": "Edit BasicPipe",
    "EditDetailerPipe": "Edit DetailerPipe",

    "LatentPixelScale": "Latent Scale (on Pixel Space)",
    "IterativeLatentUpscale": "Iterative Upscale (Latent)",
    "IterativeImageUpscale": "Iterative Upscale (Image)",

    "TwoSamplersForMaskUpscalerProvider": "TwoSamplersForMask Upscaler Provider",
    "TwoSamplersForMaskUpscalerProviderPipe": "TwoSamplersForMask Upscaler Provider (pipe)",

    "ReencodeLatent": "Reencode Latent",
    "ReencodeLatentPipe": "Reencode Latent (pipe)",

    "ImpactKSamplerBasicPipe": "KSampler (pipe)",
    "ImpactKSamplerAdvancedBasicPipe": "KSampler (Advanced/pipe)",
    "ImpactSEGSLabelFilter": "SEGS Filter (label)",
    "ImpactSEGSRangeFilter": "SEGS Filter (range)",
    "ImpactSEGSOrderedFilter": "SEGS Filter (ordered)",
    "ImpactSEGSConcat": "SEGS Concat",

    "PreviewBridge": "Preview Bridge",
    "ImageSender": "Image Sender",
    "ImageReceiver": "Image Receiver",
    "ImageMaskSwitch": "Switch (images, mask)",
    "LatentSwitch": "Switch (latent)",
    "SEGSSwitch": "Switch (SEGS)",

    "MasksToMaskList": "Masks to Mask List",
    "ImpactImageBatchToImageList": "Image batch to Image List"
}

if not impact.config.get_config()['mmdet_skip']:
    from impact.mmdet_nodes import *
    import impact.legacy_nodes
    NODE_CLASS_MAPPINGS.update({
        "MMDetDetectorProvider": MMDetDetectorProvider,
        "MMDetLoader": impact.legacy_nodes.MMDetLoader,
        "MaskPainter": impact.legacy_nodes.MaskPainter,
        "SegsMaskCombine": impact.legacy_nodes.SegsMaskCombine,
        "BboxDetectorForEach": impact.legacy_nodes.BboxDetectorForEach,
        "SegmDetectorForEach": impact.legacy_nodes.SegmDetectorForEach,
        "BboxDetectorCombined": impact.legacy_nodes.BboxDetectorCombined,
        "SegmDetectorCombined": impact.legacy_nodes.SegmDetectorCombined,
    })

    NODE_DISPLAY_NAME_MAPPINGS.update({
        "MaskPainter": "MaskPainter (Deprecated)",
        "MMDetLoader": "MMDetLoader (Legacy)",
        "SegsMaskCombine": "SegsMaskCombine (Legacy)",
        "BboxDetectorForEach": "BboxDetectorForEach (Legacy)",
        "SegmDetectorForEach": "SegmDetectorForEach (Legacy)",
        "BboxDetectorCombined": "BboxDetectorCombined (Legacy)",
        "SegmDetectorCombined": "SegmDetectorCombined (Legacy)",
    })

try:
    import impact.subpack_nodes

    NODE_CLASS_MAPPINGS.update(impact.subpack_nodes.NODE_CLASS_MAPPINGS)
    NODE_DISPLAY_NAME_MAPPINGS.update(impact.subpack_nodes.NODE_DISPLAY_NAME_MAPPINGS)

except:
    pass

__all__ = ['NODE_CLASS_MAPPINGS', 'NODE_DISPLAY_NAME_MAPPINGS']