| | import gradio as gr
|
| | from gradio import processing_utils
|
| | import warnings
|
| | import PIL.ImageOps
|
| |
|
| | from modules import scripts, ui_tempdir, patches
|
| |
|
| |
|
| | def add_classes_to_gradio_component(comp):
|
| | """
|
| | this adds gradio-* to the component for css styling (ie gradio-button to gr.Button), as well as some others
|
| | """
|
| |
|
| | comp.elem_classes = [f"gradio-{comp.get_block_name()}", *(comp.elem_classes or [])]
|
| |
|
| | if getattr(comp, 'multiselect', False):
|
| | comp.elem_classes.append('multiselect')
|
| |
|
| |
|
| | def IOComponent_init(self, *args, **kwargs):
|
| | self.webui_tooltip = kwargs.pop('tooltip', None)
|
| |
|
| | if scripts.scripts_current is not None:
|
| | scripts.scripts_current.before_component(self, **kwargs)
|
| |
|
| | scripts.script_callbacks.before_component_callback(self, **kwargs)
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| |
|
| | res = original_IOComponent_init(self, *args, **kwargs)
|
| |
|
| | add_classes_to_gradio_component(self)
|
| |
|
| | scripts.script_callbacks.after_component_callback(self, **kwargs)
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| |
|
| | if scripts.scripts_current is not None:
|
| | scripts.scripts_current.after_component(self, **kwargs)
|
| |
|
| | return res
|
| |
|
| |
|
| | def Block_get_config(self):
|
| | config = original_Block_get_config(self)
|
| |
|
| | webui_tooltip = getattr(self, 'webui_tooltip', None)
|
| | if webui_tooltip:
|
| | config["webui_tooltip"] = webui_tooltip
|
| |
|
| | config.pop('example_inputs', None)
|
| |
|
| | return config
|
| |
|
| |
|
| | def BlockContext_init(self, *args, **kwargs):
|
| | if scripts.scripts_current is not None:
|
| | scripts.scripts_current.before_component(self, **kwargs)
|
| |
|
| | scripts.script_callbacks.before_component_callback(self, **kwargs)
|
| |
|
| | res = original_BlockContext_init(self, *args, **kwargs)
|
| |
|
| | add_classes_to_gradio_component(self)
|
| |
|
| | scripts.script_callbacks.after_component_callback(self, **kwargs)
|
| |
|
| | if scripts.scripts_current is not None:
|
| | scripts.scripts_current.after_component(self, **kwargs)
|
| |
|
| | return res
|
| |
|
| |
|
| | def Blocks_get_config_file(self, *args, **kwargs):
|
| | config = original_Blocks_get_config_file(self, *args, **kwargs)
|
| |
|
| | for comp_config in config["components"]:
|
| | if "example_inputs" in comp_config:
|
| | comp_config["example_inputs"] = {"serialized": []}
|
| |
|
| | return config
|
| |
|
| |
|
| | def Image_upload_handler(self, x):
|
| | """Handles conversion of uploaded images to RGB"""
|
| | if isinstance(x, dict) and 'image' in x:
|
| | output_image = x['image'].convert('RGB')
|
| | return output_image
|
| | return x
|
| |
|
| | def Image_custom_preprocess(self, x):
|
| | """Custom preprocessing for images with masks"""
|
| | if x is None:
|
| | return x
|
| |
|
| | mask = ""
|
| | if self.tool == "sketch" and self.source in ["upload", "webcam"]:
|
| | if isinstance(x, dict):
|
| | x, mask = x["image"], x["mask"]
|
| |
|
| | if not isinstance(x, str):
|
| | return x
|
| |
|
| | im = processing_utils.decode_base64_to_image(x)
|
| |
|
| | with warnings.catch_warnings():
|
| | warnings.simplefilter("ignore")
|
| | im = im.convert(self.image_mode)
|
| |
|
| | if self.shape is not None:
|
| | im = processing_utils.resize_and_crop(im, self.shape)
|
| |
|
| | if self.invert_colors:
|
| | im = PIL.ImageOps.invert(im)
|
| |
|
| | if (self.source == "webcam"
|
| | and self.mirror_webcam is True
|
| | and self.tool != "color-sketch"):
|
| | im = PIL.ImageOps.mirror(im)
|
| |
|
| | if self.tool == "sketch" and self.source in ["upload", "webcam"]:
|
| | mask_im = None
|
| | if mask is not None:
|
| | mask_im = processing_utils.decode_base64_to_image(mask)
|
| | return {
|
| | "image": self._format_image(im),
|
| | "mask": self._format_image(mask_im)
|
| | }
|
| |
|
| | return self._format_image(im)
|
| |
|
| | def Image_init_extension(self, *args, **kwargs):
|
| | """Extended initialization for Image components"""
|
| | res = original_Image_init(self, *args, **kwargs)
|
| |
|
| |
|
| | if getattr(self, 'elem_id', None) == 'img2maskimg':
|
| | self.upload(
|
| | fn=Image_upload_handler.__get__(self, gr.Image),
|
| | inputs=self,
|
| | outputs=self
|
| | )
|
| | self.preprocess = Image_custom_preprocess.__get__(self, gr.Image)
|
| |
|
| | return res
|
| |
|
| |
|
| | original_IOComponent_init = patches.patch(__name__, obj=gr.components.IOComponent, field="__init__", replacement=IOComponent_init)
|
| | original_Block_get_config = patches.patch(__name__, obj=gr.blocks.Block, field="get_config", replacement=Block_get_config)
|
| | original_BlockContext_init = patches.patch(__name__, obj=gr.blocks.BlockContext, field="__init__", replacement=BlockContext_init)
|
| | original_Blocks_get_config_file = patches.patch(__name__, obj=gr.blocks.Blocks, field="get_config_file", replacement=Blocks_get_config_file)
|
| | original_Image_init = patches.patch(__name__, obj=gr.components.Image, field="__init__", replacement=Image_init_extension)
|
| |
|
| |
|
| | ui_tempdir.install_ui_tempdir_override()
|
| |
|
