575 lines
24 KiB
Python
575 lines
24 KiB
Python
"""
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ComfyUI Universal Toolkit
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~~~~~~~~~~~~~~~~~~~~~~~
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A comprehensive toolkit for ComfyUI that provides various utility nodes for image processing, text manipulation, and more.
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:copyright: (c) 2024 by May
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:license: MIT, see LICENSE for more details.
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"""
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__version__ = "1.2.1"
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__author__ = "CyberDickLang"
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__email__ = "286878701@qq.com"
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__url__ = "https://github.com/whmc76"
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# 更新日志
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CHANGELOG = {
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"1.2.1": [
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"修复自动发布问题：",
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"- 精简pyproject.toml依赖配置，仅保留核心依赖",
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"- 解决Comfy Registry自动发布失败问题",
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"- 更新版本号避免重复发布",
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"- 确保依赖配置与Comfy Registry兼容",
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],
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"1.2.0": [
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"版本更新发布：",
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"- 全面更新README文档，提供详细的功能介绍和使用指南",
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"- 优化项目结构和文档组织",
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"- 完善节点功能说明和分类",
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"- 更新版本推送代码，确保发布流程顺畅",
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"- 提升项目整体文档质量和用户体验",
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],
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"1.1.9": [
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"升级 LoadKontextPresets_UTK 节点功能：",
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"- 新增用户提示输入参数（user_prompt），支持多行文本输入",
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"- 为所有27个预设添加$user_prompt$占位符，支持动态场景描述",
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"- 改造所有预设的brief描述，使其能够根据用户输入生成具体指令",
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"- 智能占位符替换：有用户输入时替换为具体需求，无输入时使用通用描述",
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"- 支持重新布光、场景传送、季节变换等预设的用户自定义场景",
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"- 支持人物变换、艺术风格、特殊效果等预设的个性化需求",
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"- 提升VLM模型生成指令的针对性和实用性",
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"- 保持原有27个预设的完整功能和分类结构",
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],
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"1.1.8": [
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"新增 LoadKontextPresets_UTK 节点（Kontext VLM System Presets）：",
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"- 基于 Kontext 项目集成，提供25种图像变换预设",
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"- 支持情境深度融合、无痕融合、场景传送等多种预设",
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"- 支持移动镜头、重新布光、专业产品图等专业预设",
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"- 支持画面缩放、图像上色、电影海报等创意预设",
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"- 支持卡通漫画化、移除文字、更换发型等功能预设",
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"- 支持肌肉猛男化、清空家具、室内设计等特殊预设",
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"- 支持季节变换、时光旅人、材质置换等艺术预设",
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"- 支持微缩世界、幻想领域、衣橱改造等创意预设",
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"- 支持艺术风格模仿、蓝图视角、添加倒影等效果预设",
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"- 支持像素艺术、铅笔手绘、油画风格等艺术风格预设",
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"- 所有预设均按照官方指南进行重写和升级，提供专业的图像变换指令",
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],
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"1.1.7": [
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"新增 ThinkRemover_UTK 节点：",
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"- 支持分离文本中的<think>内容和剩余内容，便于上下文处理和提示词优化",
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],
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"1.1.6": [
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"新增 TextboxNode_UTK 节点（文本框节点）：",
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"- 基于 ComfyUI-LayerStyle 项目集成",
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"- 支持在图像上添加自定义样式的文本框",
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"- 支持文本颜色、背景颜色、透明度调节",
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"- 支持圆角边框、边框宽度和颜色设置",
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"- 支持文本对齐方式（左对齐、居中、右对齐）",
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"- 支持自定义字体路径和字体大小",
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"- 支持文本框位置精确定位",
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"- 支持文本自动换行和最大宽度限制",
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"- 支持批量图像处理",
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],
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"1.1.5": [
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"版本更新发布：",
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"- 优化ImitationHueNode_UTK节点的色彩迁移算法",
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"- 改进皮肤保护功能，提高肤色保持效果",
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"- 增强自动亮度、对比度、饱和度调节的稳定性",
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"- 完善影调模仿功能的实现",
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"- 优化区域色彩迁移的掩码处理",
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"- 提升整体色彩迁移的自然度和准确性",
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],
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"1.1.4": [
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"版本更新发布：",
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"- 更新插件版本号以支持ComfyUI-Manager和Registry获取",
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"- 确保与ComfyUI v3完全兼容",
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"- 优化插件元数据和发布配置",
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],
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"1.1.3": [
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"修复 PurgeVRAM_UTK 节点类型不匹配问题：",
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"- 创建 AnyType 类实现，参考 ComfyUI-LayerStyle 项目",
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"- 解决 'received_type(IMAGE) mismatch input_type(*)' 错误",
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"- 支持接受任何类型输入并正确返回",
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"修复 CheckMask_UTK 节点 NoneType 错误：",
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"- 添加空值检查，防止 mask 为 None 时出错",
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"- 改进 tensor2pil 转换失败的处理",
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"- 增强错误处理和日志输出",
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"完成模块化重构：",
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"- 将 common_utils.py 功能拆分到不同目录",
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"- 创建 image_converters.py、color_utils.py、logging_utils.py、any_type.py",
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"- 删除 common_utils.py，避免依赖冲突",
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"- 更新所有相关文件的导入语句",
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"- 提高代码可维护性和模块化程度",
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],
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"1.1.2": [
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"修复 DepthMapBlur_UTK 节点 kernel size 类型和 OpenCV 奇数断言问题，保证所有模糊核为正奇数，完全兼容 ComfyUI 规范。",
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"修正 EmptyUnitGenerator_UTK 输出 shape，所有节点输入输出严格遵循 ComfyUI 官方规范。",
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"完善节点导入路径为相对导入，兼容 ComfyUI v3 插件机制。",
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],
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"1.1.1": [
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"项目重构：",
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"- 将大型节点文件按功能拆分成多个独立模块",
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"- 创建共用工具函数文件 common_utils.py",
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"- 按功能分类：image/、tools/、mask/、audio/",
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"- 提高代码可维护性和模块化程度",
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"- 参考 ComfyUI-LayerStyle 项目的模块化组织方式",
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"新增多个图像处理节点：",
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"- ImageScaleByAspectRatio_UTK: 按比例缩放图像",
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"- ImageMaskScaleAs_UTK: 按参考图像缩放",
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"- ImageScaleRestore_UTK: 恢复图像尺寸",
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"- ImageRemoveAlpha_UTK: 移除Alpha通道",
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"- ImageCombineAlpha_UTK: 合并Alpha通道",
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"- CheckMask_UTK: 检查掩码有效性",
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"- PurgeVRAM_UTK: 清理显存",
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"- CropByMask_UTK: 基于掩码裁剪",
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"- RestoreCropBox_UTK: 恢复裁剪框",
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],
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"1.1.0": [
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"新增 CropByMaskV3_UTK 节点（掩码裁剪节点）:",
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"- 基于 ComfyUI-LayerStyle 项目集成",
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"- 支持三种检测模式：mask_area、min_bounding_rect、max_inscribed_rect",
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"- 支持掩码反转功能",
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"- 支持四个方向的预留边距设置",
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"- 支持整除倍数调整",
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"- 提供裁剪框预览功能",
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"新增 RestoreCropBox_UTK 节点（恢复裁剪框节点）:",
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"- 基于 ComfyUI-LayerStyle 项目集成",
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"- 支持将裁剪后的图像恢复到原始背景",
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"- 支持掩码反转功能",
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"- 支持自定义裁剪框位置",
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"- 自动处理批量图像和掩码",
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],
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"1.0.9": [
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"新增 PurgeVRAM_UTK 节点（显存清理节点）:",
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"- 基于 ComfyUI-LayerStyle 项目集成",
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"- 支持清理GPU缓存和模型内存",
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"- 支持选择性清理（缓存/模型）",
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"- 添加内存清理辅助函数",
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"- 支持任意类型输入，保持数据流连续性",
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],
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"1.0.8": [
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"新增 ImitationHueNode_UTK 节点（追色节点）:",
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"- 基于 ComfyUI-MingNodes 项目集成",
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"- 支持图像色彩迁移和追色功能",
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"- 支持皮肤保护参数，避免肤色失真",
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"- 支持自动亮度、对比度、饱和度调节",
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"- 支持影调模仿功能",
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"- 支持区域色彩迁移（通过掩码）",
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"- 添加 opencv-python 依赖支持",
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],
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"1.0.7": [
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"改进 ImagePadForOutpaintMasked (UTK) 节点:",
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"- 新增数据模式（data_mode）参数，支持 'pixel' 和 'percent' 两种模式",
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"- 在 'percent' 模式下，允许输入大于100的百分比",
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"- 新增背景颜色（background_color）预设选项",
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"改进 ImageAndMaskPreview (UTK) 节点:",
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"- 将颜色输入从手动输入字符串改为预设颜色下拉菜单",
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],
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"1.0.6": [
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"新增 ImageAndMaskPreview_UTK 节点，用于同时预览图像和掩码：",
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"- 支持叠加模式（overlay）：在图像上叠加彩色掩码",
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"- 支持并排模式（side_by_side）：图像和掩码并排显示",
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"- 支持单独显示模式（mask_only/image_only）",
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"- 支持多种掩码颜色和透明度调节",
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],
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"1.0.5": [
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"新增 ImagePadForOutpaintMasked_UTK 节点，用于外绘时扩展图像尺寸：",
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"- 支持上下左右四个方向的独立扩展",
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"- 支持多种背景颜色（黑、白、灰、透明）",
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"- 支持掩码边缘羽化效果",
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"- 自动生成对应的掩码用于后续处理",
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],
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"1.0.4": [
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"新增 FillMaskedArea_UTK 节点，支持三种填充模式：",
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"- neutral: 使用灰色填充，适合添加全新内容",
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"- telea: 基于 Telea 算法的边界填充",
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"- navier-stokes: 基于流体动力学的边界填充",
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"添加 opencv-python 依赖支持",
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],
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"1.0.3": [
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"新增 MaskAnd_UTK、MaskSub_UTK、MaskAdd_UTK 三个mask像素级运算节点 (UTK)",
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"修正节点注册与显示名风格统一，完善导入路径",
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],
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"1.0.2": [
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"删除无用节点 Load Audio Plus Upload (UTK)",
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"新增 Audio Crop Process (UTK) 支持原生音频上传",
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"修复音频处理相关bug，完善依赖",
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],
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"1.0.1": [
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"改进 ImageConcatenate_UTK 节点：",
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"- 添加 match_image_size 参数，支持自动匹配图像尺寸",
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"- 添加 max_size 参数，限制最大输出尺寸",
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"- 添加背景颜色选项",
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"- 优化图像拼接逻辑，保持宽高比",
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"改进 ImageConcatenateMulti_UTK 节点：",
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"- 与 ImageConcatenate_UTK 保持一致的功能",
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"- 支持自动方向选择",
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"- 支持图像尺寸匹配",
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"- 支持最大尺寸限制",
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"- 优化多图拼接逻辑",
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],
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"1.0.0": [
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"初始版本发布",
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"包含基础图像处理节点",
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"包含文本处理节点",
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"包含工具类节点",
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],
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}
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# 导入节点模块
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try:
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# 工具类节点
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# 音频节点
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from .nodes.audio.audio_crop_process import \
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NODE_CLASS_MAPPINGS as AUDIO_CROP_MAPPINGS
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from .nodes.audio.audio_crop_process import \
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NODE_DISPLAY_NAME_MAPPINGS as AUDIO_CROP_DISPLAY_MAPPINGS
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from .nodes.image.image_and_mask_preview import \
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NODE_CLASS_MAPPINGS as AND_MASK_PREVIEW_MAPPINGS
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from .nodes.image.image_and_mask_preview import \
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NODE_DISPLAY_NAME_MAPPINGS as AND_MASK_PREVIEW_DISPLAY_MAPPINGS
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# 图像节点
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from .nodes.image.image_concatenate_multi import \
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NODE_CLASS_MAPPINGS as CONCATENATE_MULTI_MAPPINGS
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from .nodes.image.image_concatenate_multi import \
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NODE_DISPLAY_NAME_MAPPINGS as CONCATENATE_MULTI_DISPLAY_MAPPINGS
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from .nodes.image.image_pad_for_outpaint_masked import \
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NODE_CLASS_MAPPINGS as PAD_OUTPAINT_MAPPINGS
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from .nodes.image.image_pad_for_outpaint_masked import \
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NODE_DISPLAY_NAME_MAPPINGS as PAD_OUTPAINT_DISPLAY_MAPPINGS
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from .nodes.image.imitation_hue_node import \
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NODE_CLASS_MAPPINGS as IMITATION_HUE_MAPPINGS
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from .nodes.image.imitation_hue_node import \
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NODE_DISPLAY_NAME_MAPPINGS as IMITATION_HUE_DISPLAY_MAPPINGS
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# 掩码节点
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from .nodes.mask.mask_operations import \
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NODE_CLASS_MAPPINGS as MASK_OPERATIONS_MAPPINGS
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from .nodes.mask.mask_operations import \
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NODE_DISPLAY_NAME_MAPPINGS as MASK_OPERATIONS_DISPLAY_MAPPINGS
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from .nodes.tools.math_expression_node import \
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NODE_CLASS_MAPPINGS as MATH_EXPRESSION_MAPPINGS
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from .nodes.tools.math_expression_node import \
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NODE_DISPLAY_NAME_MAPPINGS as MATH_EXPRESSION_DISPLAY_MAPPINGS
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from .nodes.tools.show_nodes import \
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NODE_CLASS_MAPPINGS as SHOW_NODES_MAPPINGS
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from .nodes.tools.show_nodes import \
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NODE_DISPLAY_NAME_MAPPINGS as SHOW_NODES_DISPLAY_MAPPINGS
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from .nodes.tools.text_concatenate_node import \
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NODE_CLASS_MAPPINGS as TEXT_CONCATENATE_MAPPINGS
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from .nodes.tools.text_concatenate_node import \
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NODE_DISPLAY_NAME_MAPPINGS as TEXT_CONCATENATE_DISPLAY_MAPPINGS
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# 文本框节点
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from .nodes.tools.textbox_node import \
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NODE_CLASS_MAPPINGS as TEXTBOX_MAPPINGS
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from .nodes.tools.textbox_node import \
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NODE_DISPLAY_NAME_MAPPINGS as TEXTBOX_DISPLAY_MAPPINGS
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except ImportError as e:
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print(f"导入错误: {e}")
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# 如果模块化导入失败，使用空字典
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SHOW_NODES_MAPPINGS = {}
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SHOW_NODES_DISPLAY_MAPPINGS = {}
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AUDIO_CROP_MAPPINGS = {}
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AUDIO_CROP_DISPLAY_MAPPINGS = {}
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MASK_OPERATIONS_MAPPINGS = {}
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MASK_OPERATIONS_DISPLAY_MAPPINGS = {}
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CONCATENATE_MULTI_MAPPINGS = {}
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CONCATENATE_MULTI_DISPLAY_MAPPINGS = {}
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PAD_OUTPAINT_MAPPINGS = {}
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PAD_OUTPAINT_DISPLAY_MAPPINGS = {}
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AND_MASK_PREVIEW_MAPPINGS = {}
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AND_MASK_PREVIEW_DISPLAY_MAPPINGS = {}
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IMITATION_HUE_MAPPINGS = {}
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IMITATION_HUE_DISPLAY_MAPPINGS = {}
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TEXTBOX_MAPPINGS = {}
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TEXTBOX_DISPLAY_MAPPINGS = {}
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TEXT_CONCATENATE_MAPPINGS = {}
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TEXT_CONCATENATE_DISPLAY_MAPPINGS = {}
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MATH_EXPRESSION_MAPPINGS = {}
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MATH_EXPRESSION_DISPLAY_MAPPINGS = {}
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# 尝试导入其他可能有依赖的节点
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try:
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from .nodes.image.fill_masked_area import \
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NODE_CLASS_MAPPINGS as FILL_MASKED_MAPPINGS
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from .nodes.image.fill_masked_area import \
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NODE_DISPLAY_NAME_MAPPINGS as FILL_MASKED_DISPLAY_MAPPINGS
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except ImportError:
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FILL_MASKED_MAPPINGS = {}
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FILL_MASKED_DISPLAY_MAPPINGS = {}
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try:
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from .nodes.audio.load_audio import \
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NODE_CLASS_MAPPINGS as LOAD_AUDIO_MAPPINGS
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from .nodes.audio.load_audio import \
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NODE_DISPLAY_NAME_MAPPINGS as LOAD_AUDIO_DISPLAY_MAPPINGS
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except ImportError:
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LOAD_AUDIO_MAPPINGS = {}
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LOAD_AUDIO_DISPLAY_MAPPINGS = {}
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try:
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from .nodes.image.empty_unit_generator import \
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NODE_CLASS_MAPPINGS as EMPTY_UNIT_MAPPINGS
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from .nodes.image.empty_unit_generator import \
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NODE_DISPLAY_NAME_MAPPINGS as EMPTY_UNIT_DISPLAY
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except ImportError:
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EMPTY_UNIT_MAPPINGS = {}
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EMPTY_UNIT_DISPLAY = {}
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try:
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from .nodes.image.image_ratio_detector import \
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NODE_CLASS_MAPPINGS as RATIO_MAPPINGS
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from .nodes.image.image_ratio_detector import \
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NODE_DISPLAY_NAME_MAPPINGS as RATIO_DISPLAY
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except ImportError:
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RATIO_MAPPINGS = {}
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RATIO_DISPLAY = {}
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try:
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from .nodes.image.depth_map_blur import \
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NODE_CLASS_MAPPINGS as DEPTH_BLUR_MAPPINGS
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||
from .nodes.image.depth_map_blur import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as DEPTH_BLUR_DISPLAY
|
||
except ImportError:
|
||
DEPTH_BLUR_MAPPINGS = {}
|
||
DEPTH_BLUR_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.image.image_concatenate import \
|
||
NODE_CLASS_MAPPINGS as CONCAT_MAPPINGS
|
||
from .nodes.image.image_concatenate import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as CONCAT_DISPLAY
|
||
except ImportError:
|
||
CONCAT_MAPPINGS = {}
|
||
CONCAT_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.image.image_scale_by_aspect_ratio import \
|
||
NODE_CLASS_MAPPINGS as SCALE_ASPECT_MAPPINGS
|
||
from .nodes.image.image_scale_by_aspect_ratio import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as SCALE_ASPECT_DISPLAY
|
||
except ImportError:
|
||
SCALE_ASPECT_MAPPINGS = {}
|
||
SCALE_ASPECT_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.image.image_mask_scale_as import \
|
||
NODE_CLASS_MAPPINGS as MASK_SCALE_MAPPINGS
|
||
from .nodes.image.image_mask_scale_as import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as MASK_SCALE_DISPLAY
|
||
except ImportError:
|
||
MASK_SCALE_MAPPINGS = {}
|
||
MASK_SCALE_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.image.image_scale_restore import \
|
||
NODE_CLASS_MAPPINGS as SCALE_RESTORE_MAPPINGS
|
||
from .nodes.image.image_scale_restore import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as SCALE_RESTORE_DISPLAY
|
||
except ImportError:
|
||
SCALE_RESTORE_MAPPINGS = {}
|
||
SCALE_RESTORE_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.image.image_remove_alpha import \
|
||
NODE_CLASS_MAPPINGS as REMOVE_ALPHA_MAPPINGS
|
||
from .nodes.image.image_remove_alpha import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as REMOVE_ALPHA_DISPLAY
|
||
except ImportError:
|
||
REMOVE_ALPHA_MAPPINGS = {}
|
||
REMOVE_ALPHA_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.image.image_combine_alpha import \
|
||
NODE_CLASS_MAPPINGS as COMBINE_ALPHA_MAPPINGS
|
||
from .nodes.image.image_combine_alpha import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as COMBINE_ALPHA_DISPLAY
|
||
except ImportError:
|
||
COMBINE_ALPHA_MAPPINGS = {}
|
||
COMBINE_ALPHA_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.image.check_mask import \
|
||
NODE_CLASS_MAPPINGS as CHECK_MASK_MAPPINGS
|
||
from .nodes.image.check_mask import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as CHECK_MASK_DISPLAY
|
||
except ImportError:
|
||
CHECK_MASK_MAPPINGS = {}
|
||
CHECK_MASK_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.tools.purge_vram import \
|
||
NODE_CLASS_MAPPINGS as PURGE_VRAM_MAPPINGS
|
||
from .nodes.tools.purge_vram import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as PURGE_VRAM_DISPLAY
|
||
except ImportError:
|
||
PURGE_VRAM_MAPPINGS = {}
|
||
PURGE_VRAM_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.image.crop_by_mask import \
|
||
NODE_CLASS_MAPPINGS as CROP_MASK_MAPPINGS
|
||
from .nodes.image.crop_by_mask import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as CROP_MASK_DISPLAY
|
||
except ImportError:
|
||
CROP_MASK_MAPPINGS = {}
|
||
CROP_MASK_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.image.restore_crop_box import \
|
||
NODE_CLASS_MAPPINGS as RESTORE_CROP_MAPPINGS
|
||
from .nodes.image.restore_crop_box import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as RESTORE_CROP_DISPLAY
|
||
except ImportError:
|
||
RESTORE_CROP_MAPPINGS = {}
|
||
RESTORE_CROP_DISPLAY = {}
|
||
|
||
try:
|
||
from .nodes.tools.think_remover_node import \
|
||
NODE_CLASS_MAPPINGS as THINK_REMOVER_MAPPINGS
|
||
from .nodes.tools.think_remover_node import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as THINK_REMOVER_DISPLAY_MAPPINGS
|
||
except ImportError as e:
|
||
print(f"导入错误: {e}")
|
||
# ... 其它 except ...
|
||
THINK_REMOVER_MAPPINGS = {}
|
||
THINK_REMOVER_DISPLAY_MAPPINGS = {}
|
||
|
||
try:
|
||
from .nodes.tools.lora_info import \
|
||
NODE_CLASS_MAPPINGS as LORA_INFO_MAPPINGS
|
||
from .nodes.tools.lora_info import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as LORA_INFO_DISPLAY_MAPPINGS
|
||
except ImportError as e:
|
||
print(f"导入错误: {e}")
|
||
LORA_INFO_MAPPINGS = {}
|
||
LORA_INFO_DISPLAY_MAPPINGS = {}
|
||
|
||
try:
|
||
from .nodes.tools.kontext_presets import \
|
||
NODE_CLASS_MAPPINGS as KONTEXT_PRESETS_MAPPINGS
|
||
from .nodes.tools.kontext_presets import \
|
||
NODE_DISPLAY_NAME_MAPPINGS as KONTEXT_PRESETS_DISPLAY_MAPPINGS
|
||
except ImportError as e:
|
||
print(f"导入错误: {e}")
|
||
KONTEXT_PRESETS_MAPPINGS = {}
|
||
KONTEXT_PRESETS_DISPLAY_MAPPINGS = {}
|
||
|
||
# 合并所有节点映射
|
||
NODE_CLASS_MAPPINGS = {}
|
||
NODE_CLASS_MAPPINGS.update(EMPTY_UNIT_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(RATIO_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(DEPTH_BLUR_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(CONCAT_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(CONCATENATE_MULTI_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(PAD_OUTPAINT_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(AND_MASK_PREVIEW_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(IMITATION_HUE_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(SCALE_ASPECT_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(MASK_SCALE_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(SCALE_RESTORE_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(REMOVE_ALPHA_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(COMBINE_ALPHA_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(CHECK_MASK_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(PURGE_VRAM_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(CROP_MASK_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(RESTORE_CROP_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(SHOW_NODES_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(FILL_MASKED_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(MASK_OPERATIONS_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(LOAD_AUDIO_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(AUDIO_CROP_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(TEXTBOX_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(TEXT_CONCATENATE_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(MATH_EXPRESSION_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(THINK_REMOVER_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(LORA_INFO_MAPPINGS)
|
||
NODE_CLASS_MAPPINGS.update(KONTEXT_PRESETS_MAPPINGS)
|
||
|
||
# 合并显示名称映射
|
||
NODE_DISPLAY_NAME_MAPPINGS = {}
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(EMPTY_UNIT_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(RATIO_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(DEPTH_BLUR_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(CONCAT_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(CONCATENATE_MULTI_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(PAD_OUTPAINT_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(AND_MASK_PREVIEW_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(IMITATION_HUE_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(SCALE_ASPECT_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(MASK_SCALE_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(SCALE_RESTORE_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(REMOVE_ALPHA_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(COMBINE_ALPHA_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(CHECK_MASK_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(PURGE_VRAM_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(CROP_MASK_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(RESTORE_CROP_DISPLAY)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(SHOW_NODES_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(FILL_MASKED_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(LOAD_AUDIO_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(AUDIO_CROP_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(MASK_OPERATIONS_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(TEXTBOX_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(TEXT_CONCATENATE_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(MATH_EXPRESSION_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(THINK_REMOVER_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(LORA_INFO_DISPLAY_MAPPINGS)
|
||
NODE_DISPLAY_NAME_MAPPINGS.update(KONTEXT_PRESETS_DISPLAY_MAPPINGS)
|
||
|
||
NODE_CATEGORIES = {
|
||
"UniversalToolkit": [
|
||
"EmptyUnitGenerator_UTK",
|
||
"ImageRatioDetector_UTK",
|
||
"DepthMapBlur_UTK",
|
||
"ImageConcatenate_UTK",
|
||
"ImageConcatenateMulti_UTK",
|
||
"ImagePadForOutpaintMasked_UTK",
|
||
"FillMaskedArea_UTK",
|
||
"ImageAndMaskPreview_UTK",
|
||
"LoadAudioPlusFromPath_UTK",
|
||
"AudioCropProcessUTK",
|
||
"MaskAnd_UTK",
|
||
"MaskSub_UTK",
|
||
"MaskAdd_UTK",
|
||
"ImitationHueNode_UTK",
|
||
"ImageScaleByAspectRatio_UTK",
|
||
"ImageMaskScaleAs_UTK",
|
||
"ImageScaleRestore_UTK",
|
||
"ImageRemoveAlpha_UTK",
|
||
"ImageCombineAlpha_UTK",
|
||
"CheckMask_UTK",
|
||
"PurgeVRAM_UTK",
|
||
"CropByMask_UTK",
|
||
"RestoreCropBox_UTK",
|
||
"Show_UTK",
|
||
"TextboxNode_UTK",
|
||
"TextConcatenate_UTK",
|
||
"MathExpression_UTK",
|
||
"ThinkRemover_UTK",
|
||
"LoraInfo_UTK",
|
||
"LoadKontextPresets_UTK",
|
||
]
|
||
}
|
||
|
||
__all__ = [
|
||
"NODE_CLASS_MAPPINGS",
|
||
"NODE_DISPLAY_NAME_MAPPINGS",
|
||
"NODE_CATEGORIES",
|
||
"__version__",
|
||
"__author__",
|
||
"__email__",
|
||
"__url__",
|
||
"CHANGELOG",
|
||
]
|
||
|
||
# 调试：输出所有注册节点的分组属性
|
||
if __name__ == "__main__":
|
||
with open("node_category_report.txt", "w", encoding="utf-8") as f:
|
||
f.write("=== UniversalToolkit 节点分组属性清单 ===\n")
|
||
for k, v in NODE_CLASS_MAPPINGS.items():
|
||
cat = getattr(v, "CATEGORY", "无CATEGORY")
|
||
f.write(f"{k}: CATEGORY = {cat}\n")
|
||
print("节点分组清单已导出到 node_category_report.txt")
|