""" ComfyUI Custom Nodes - Auto-generated __init__.py Generated: 2026-06-07 23:51:45 """ # Copyright (C) 2026 Alexander Allan (MDMAchine) | A&E Concepts # # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program. If not, see . VERSION = "v1.0.0" # UPS v1.5.8 import os import sys import importlib.util PACKAGE_DIR = os.path.dirname(os.path.abspath(__file__)) if PACKAGE_DIR not in sys.path: sys.path.insert(0, PACKAGE_DIR) # --- Public Node Imports --- from .ACE_Engine.MD_ACE_SigmaDenoisePatcher import MD_ACE_SigmaDenoisePatcher from .ACE_Engine.MD_AceStepInpaint import MD_ACE_LatentInpaintMask from .audio.MD_AdvancedAudioPreviewAndSave import AdvancedAudioPreviewAndSave from .audio.MD_AudioAutoEQ import MD_AudioAutoEQ_Adaptive from .audio.MD_AudioSimpleEditor import MD_AudioSimpleEditor from .audio.MD_AutoMasterNode import MD_AutoMasterNode from .audio.MD_BroadcastTools import AudioSpectrumAnalyzer_Enhanced from .audio.MD_BroadcastTools import AudioSpectrumVisualizer from .audio.MD_BroadcastTools import MD_LUFS_Normalizer from .audio.MD_BroadcastTools import MD_Stereo_Width_Controller from .audio.MD_MasteringChain import MasteringChainNode from .audio.MD_MasteringChain import MasteringCompressorNode from .audio.MD_MasteringChain import MasteringEQNode from .audio.MD_MasteringChain import MasteringGainNode from .audio.MD_MasteringChain import MasteringLimiterNode from .guiders.MD_APGGuiderForked import APGGuiderNode from .latent.MD_LatentVisualizer import ACELatentVisualizer from .loaders.MD_ACE_XLLoader import MD_ACE_XLLatentProcessor from .loaders.MD_ACE_XLLoader import MD_ACE_XLLoader from .logic.MD_Logic_Switch import MD_AnySwitch from .logic.MD_Logic_Switch import MD_MultiSwitch from .logic.MD_String_Logic import MD_String_Logic from .lora.MD_DynamicLoRAStacker import MD_DynamicLoRAStacker from .maintenance.MD_LatentSanitizer import MD_LatentSanitizer from .maintenance.MD_ModelStateReset import MD_ModelStateReset from .masking.MD_Latent_Time_Mask import MD_Latent_Time_Mask from .math.MD_BasicMath import MD_Math_Add from .math.MD_BasicMath import MD_Math_Divide from .math.MD_BasicMath import MD_Math_Multiply from .math.MD_BasicMath import MD_Math_Subtract from .modulation.MD_LFO_Generator import MD_LFO_Generator from .noise.MD_CustomNoiseGenerator import MD_CustomNoiseGenerator from .noise.MD_CustomNoiseGenerator import MD_MultiNoiseBlender from .optimization.MD_ApplyTPG import MD_ApplyTPG from .optimization.MD_FSampler import FSampler from .samplers.MD_AMED_Sampler import MD_AMED_Sampler from .samplers.MD_PingPongSamplerFBG_Legacy import PingPongSamplerNodeBasic from .samplers.MD_PingPongSamplerFBG_Legacy import PingPongSamplerNodeFBG from .samplers.MD_PingPongSamplerFBG_Legacy import PingPongSamplerNodeLite from .save.MD_AdvancedMediaSave import AdvancedMediaSave from .save.MD_SeedSaver import EnhancedSeedSaverNode from .schedulers.MD_GITS_Scheduler import MD_GITS_Scheduler from .schedulers.MD_HybridSigmaScheduler import HybridAdaptiveSigmas_Advanced from .schedulers.MD_HybridSigmaScheduler import HybridAdaptiveSigmas_Basic from .schedulers.MD_HybridSigmaScheduler import HybridAdaptiveSigmas_Lite from .schedulers.MD_HybridSigmaScheduler import SigmaConcatenate from .schedulers.MD_HybridSigmaScheduler import SigmaSmooth from .schedulers.MD_NoiseDecayScheduler import NoiseDecayScheduler_Custom from .text.MD_TextInput import AdvancedTextNode from .text.MD_TextInput import TextFileLoader from .utility.MD_AdvancedSeedGenerator import MD_AdvancedSeedGenerator from .utility.MD_ConditioningCacheNodes import MD_LoadConditioning from .utility.MD_ConditioningCacheNodes import MD_SaveConditioning from .utility.MD_EmptyLatentRatioSelector import MD_EmptyLatentRatioSelector from .utility.MD_GPUTemperatureProtection import GPUTemperatureProtectionEnhanced from .utility.MD_GlobalUpdateManager import MD_GlobalUpdateManager from .utility.MD_GuardianSuite import MD_Audio_Guardian from .utility.MD_GuardianSuite import MD_Image_Guardian from .utility.MD_GuardianSuite import MD_NaN_Guardian from .utility.MD_LLM_VRAMManager import LLMVRAMManager from .utility.MD_RepoMaintenance import MD_RepoMaintenance from .utility.MD_SceneGeniusAutocreator import MD_WorkflowContextBus from .utility.MD_SceneGeniusAutocreator import SceneGeniusAutocreator from .utility.MD_SmartFilenameBuilder import FilenameCounterNode from .utility.MD_SmartFilenameBuilder import FilenameTokenReplacer from .utility.MD_SmartFilenameBuilder import SmartFilenameBuilder from .utility.MD_UniversalWildcardOrchestrator import UniversalWildcardOrchestrator from .utility.MD_VRAMCanary import MD_VRAMCanary from .utility.MD_WildcardPromptBuilder import WildcardPromptBuilder from .utility.MD_YAML_Node import MD_YAML_Generator from .utility.MD_YAML_Utils import MD_YAML_Utils # --- Main Mapping (Public Nodes) --- NODE_CLASS_MAPPINGS = { "ACE_LatentVisualizer": ACELatentVisualizer, "APGGuiderForked": APGGuiderNode, "AdvancedAudioPreviewAndSave": AdvancedAudioPreviewAndSave, "AdvancedMediaSave": AdvancedMediaSave, "AdvancedTextNode": AdvancedTextNode, "EnhancedSeedSaver": EnhancedSeedSaverNode, "FSampler": FSampler, "FilenameCounterNode": FilenameCounterNode, "FilenameTokenReplacer": FilenameTokenReplacer, "GPUTemperatureProtectionEnhanced": GPUTemperatureProtectionEnhanced, "HybridAdaptiveSigmas": HybridAdaptiveSigmas_Advanced, "HybridAdaptiveSigmas_Basic": HybridAdaptiveSigmas_Basic, "HybridAdaptiveSigmas_Lite": HybridAdaptiveSigmas_Lite, "LLMVRAMManager": LLMVRAMManager, "MD_ACE_LatentInpaintMask": MD_ACE_LatentInpaintMask, "MD_ACE_SigmaDenoisePatcher": MD_ACE_SigmaDenoisePatcher, "MD_ACE_XLLatentProcessor": MD_ACE_XLLatentProcessor, "MD_ACE_XLLoader": MD_ACE_XLLoader, "MD_AMED_Sampler": MD_AMED_Sampler, "MD_AdvancedSeedGenerator": MD_AdvancedSeedGenerator, "MD_AnySwitch": MD_AnySwitch, "MD_ApplyTPG": MD_ApplyTPG, "MD_AudioAutoEQ_Adaptive": MD_AudioAutoEQ_Adaptive, "MD_AudioSimpleEditor": MD_AudioSimpleEditor, "MD_Audio_Guardian": MD_Audio_Guardian, "MD_Audio_Spectrum_Analyzer_Enhanced": AudioSpectrumAnalyzer_Enhanced, "MD_Audio_Spectrum_Visualizer": AudioSpectrumVisualizer, "MD_AutoMasterNode": MD_AutoMasterNode, "MD_CustomNoiseGenerator": MD_CustomNoiseGenerator, "MD_DynamicLoRAStacker": MD_DynamicLoRAStacker, "MD_EmptyLatentRatioSelector": MD_EmptyLatentRatioSelector, "MD_GITS_Scheduler": MD_GITS_Scheduler, "MD_GlobalUpdateManager": MD_GlobalUpdateManager, "MD_Image_Guardian": MD_Image_Guardian, "MD_LFO_Generator": MD_LFO_Generator, "MD_LUFS_Normalizer": MD_LUFS_Normalizer, "MD_LatentSanitizer": MD_LatentSanitizer, "MD_Latent_Time_Mask": MD_Latent_Time_Mask, "MD_LoadConditioning": MD_LoadConditioning, "MD_Mastering_Compressor": MasteringCompressorNode, "MD_Mastering_EQ": MasteringEQNode, "MD_Mastering_Gain": MasteringGainNode, "MD_Mastering_Limiter": MasteringLimiterNode, "MD_Math_Add": MD_Math_Add, "MD_Math_Divide": MD_Math_Divide, "MD_Math_Multiply": MD_Math_Multiply, "MD_Math_Subtract": MD_Math_Subtract, "MD_ModelStateReset": MD_ModelStateReset, "MD_MultiNoiseBlender": MD_MultiNoiseBlender, "MD_MultiSwitch": MD_MultiSwitch, "MD_NaN_Guardian": MD_NaN_Guardian, "MD_RepoMaintenance": MD_RepoMaintenance, "MD_SaveConditioning": MD_SaveConditioning, "MD_Stereo_Width_Controller": MD_Stereo_Width_Controller, "MD_String_Logic": MD_String_Logic, "MD_VRAMCanary": MD_VRAMCanary, "MD_WorkflowContextBus": MD_WorkflowContextBus, "MD_YAML_Generator": MD_YAML_Generator, "MD_YAML_Utils": MD_YAML_Utils, "MasteringChainNode": MasteringChainNode, "NoiseDecayScheduler_Custom": NoiseDecayScheduler_Custom, "PingPongSamplerNodeBasic": PingPongSamplerNodeBasic, "PingPongSamplerNodeFBG": PingPongSamplerNodeFBG, "PingPongSamplerNodeLite": PingPongSamplerNodeLite, "SceneGeniusAutocreator": SceneGeniusAutocreator, "SigmaConcatenate": SigmaConcatenate, "SigmaSmooth": SigmaSmooth, "SmartFilenameBuilder": SmartFilenameBuilder, "TextFileLoader": TextFileLoader, "UniversalWildcardOrchestrator": UniversalWildcardOrchestrator, "WildcardPromptBuilder": WildcardPromptBuilder } NODE_DISPLAY_NAME_MAPPINGS = { "ACE_LatentVisualizer": "MD: Latent Visualizer", "APGGuiderForked": "MD: APG Guider", "AdvancedAudioPreviewAndSave": "MD: Advanced Audio Preview & Save", "AdvancedMediaSave": "MD: Advanced Media Save", "AdvancedTextNode": "MD: Advanced Text Input", "EnhancedSeedSaver": "MD: Enhanced Seed Saver", "FSampler": "MD: FSampler (Speed Patcher)", "FilenameCounterNode": "MD: Filename Counter", "FilenameTokenReplacer": "MD: Filename Token Replacer", "GPUTemperatureProtectionEnhanced": "MD: GPU Temp Protect", "HybridAdaptiveSigmas": "MD: Hybrid Scheduler (Advanced)", "HybridAdaptiveSigmas_Basic": "MD: Hybrid Scheduler (Basic)", "HybridAdaptiveSigmas_Lite": "MD: Hybrid Scheduler (Lite)", "LLMVRAMManager": "MD: LLM VRAM Manager", "MD_ACE_LatentInpaintMask": "MD: AceStep Audio Generative Fill \ud83d\udd8c\ufe0f", "MD_ACE_SigmaDenoisePatcher": "MD: ACE Sigma Denoise Patcher \u2702\ufe0f", "MD_ACE_XLLatentProcessor": "MD: ACE-Step XL Latent Processor \ud83c\udf9b\ufe0f", "MD_ACE_XLLoader": "MD: ACE-Step XL Loader \ud83c\udfb5", "MD_AMED_Sampler": "MD: AMED Solver (Corrected Euler)", "MD_AdvancedSeedGenerator": "MD: Advanced Seed Generator", "MD_AnySwitch": "MD: Any Switch (Boolean)", "MD_ApplyTPG": "MD: Apply TPG (Token Perturbation)", "MD_AudioAutoEQ_Adaptive": "MD: Audio Auto EQ (Adaptive)", "MD_AudioSimpleEditor": "MD: Audio Simple Editor \u2702\ufe0f", "MD_Audio_Guardian": "MD: Audio Guardian", "MD_Audio_Spectrum_Analyzer_Enhanced": "MD: Audio Analyzer (Report + LUFS)", "MD_Audio_Spectrum_Visualizer": "MD: Audio Spectrum Visualizer (Plot)", "MD_AutoMasterNode": "MD: Audio Auto Master Pro", "MD_CustomNoiseGenerator": "MD: Custom Noise Generator", "MD_DynamicLoRAStacker": "MD: Dynamic LoRA Stacker (Style Butler)", "MD_EmptyLatentRatioSelector": "MD: Empty Latent Ratio Select", "MD_GITS_Scheduler": "MD: GITS Scheduler (Boomerang)", "MD_GlobalUpdateManager": "MD: Global Update Architect", "MD_Image_Guardian": "MD: Image Guardian", "MD_LFO_Generator": "MD: LFO Generator (Automator)", "MD_LUFS_Normalizer": "MD: LUFS Normalizer", "MD_LatentSanitizer": "MD: Universal Latent Sanitizer (Audio/Video/Image)", "MD_Latent_Time_Mask": "MD: Latent Time Mask (Timeline Director)", "MD_LoadConditioning": "MD: Load Conditioning \ud83d\udcc2", "MD_Mastering_Compressor": "MD: Mastering Compressor", "MD_Mastering_EQ": "MD: Mastering EQ", "MD_Mastering_Gain": "MD: Mastering Gain", "MD_Mastering_Limiter": "MD: Mastering Limiter", "MD_Math_Add": "MD: Math Add (Int/Float)", "MD_Math_Divide": "MD: Math Divide (Int/Float)", "MD_Math_Multiply": "MD: Math Multiply (Int/Float)", "MD_Math_Subtract": "MD: Math Subtract (Int/Float)", "MD_ModelStateReset": "MD: Model State Reset (Anti-Static)", "MD_MultiNoiseBlender": "MD: Noise Blender (5-Layer)", "MD_MultiSwitch": "MD: Multi-Way Switch (5-Path)", "MD_NaN_Guardian": "MD: NaN Guardian", "MD_RepoMaintenance": "MD: Repo Fortress", "MD_SaveConditioning": "MD: Save Conditioning \ud83d\udcbe", "MD_Stereo_Width_Controller": "MD: Stereo Width Controller", "MD_String_Logic": "MD: String Logic (Router)", "MD_VRAMCanary": "MD: VRAM Canary (Memory Guardian)", "MD_WorkflowContextBus": "MD: Universal Context Bus", "MD_YAML_Generator": "MD: YAML Configuration Tool", "MD_YAML_Utils": "MD: YAML Utils (Architect)", "MasteringChainNode": "MD: Mastering Chain (Full)", "NoiseDecayScheduler_Custom": "MD: Noise Decay Scheduler (Advanced)", "PingPongSamplerNodeBasic": "MD: PingPong Basic (Presets)", "PingPongSamplerNodeFBG": "MD: PingPong FBG (Full Control)", "PingPongSamplerNodeLite": "MD: PingPong Lite (Classic)", "SceneGeniusAutocreator": "MD: Scene Genius Autocreator", "SigmaConcatenate": "MD: Sigma Concatenate", "SigmaSmooth": "MD: Sigma Smooth", "SmartFilenameBuilder": "MD: Smart Filename Builder", "TextFileLoader": "MD: Text File Loader", "UniversalWildcardOrchestrator": "MD: Universal Wildcard Orchestrator", "WildcardPromptBuilder": "MD: Wildcard Prompt Builder" } # --- Private / Testing Node Imports --- try: NODE_CLASS_MAPPINGS.update({ }) NODE_DISPLAY_NAME_MAPPINGS.update({}) except ImportError: pass __all__ = ['NODE_CLASS_MAPPINGS', 'NODE_DISPLAY_NAME_MAPPINGS'] print(f"[ComfyUI_MD_Nodes] Initialized ({len(NODE_CLASS_MAPPINGS)} nodes)") # ============================================================================== # == Unit Tests (smoke โ€” runs without ComfyUI) # ============================================================================== if __name__ == "__main__": print("\n๐Ÿงช Smoke tests: __init__") print(" VERSION :", VERSION) _pass = _fail = 0 def _check(label, expr): global _pass, _fail if expr: print(f" โœ… {label}") _pass += 1 else: print(f" โŒ {label}") _fail += 1 _check("VERSION defined", VERSION == "v1.0.0") _check("NODE_CLASS_MAPPINGS is dict", isinstance(NODE_CLASS_MAPPINGS, dict)) _check("NODE_CLASS_MAPPINGS not empty", len(NODE_CLASS_MAPPINGS) > 0) print(f"\n {_pass} passed, {_fail} failed") if _fail == 0: print(" ๐ŸŽ‰ All good.")