57 lines
2.0 KiB
Python
57 lines
2.0 KiB
Python
from __future__ import annotations
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import numpy as np
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from backend.node_registry import register_node
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from backend.data_types import DataField, datafield_to_uint8, encode_preview
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from backend.nodes.helpers import _parse_mask_strokes, _rasterize_mask
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@register_node(display_name="Draw Mask")
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class DrawMask:
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_CUSTOM_PREVIEW = True
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"field": ("DATA_FIELD",),
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"pen_size": ("INT", {"default": 12, "min": 1, "max": 128, "step": 1}),
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"invert": ("BOOLEAN", {"default": False}),
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"clear_mask": ("BUTTON", {"label": "Clear Mask", "set_widgets": {"mask_paths": "[]"}}),
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"mask_paths": ("STRING", {"default": "[]", "hidden": True}),
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}
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}
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RETURN_TYPES = ("IMAGE",)
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RETURN_NAMES = ("mask",)
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FUNCTION = "process"
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DESCRIPTION = (
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"Paint a binary mask directly over an image preview. "
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"Pen size controls newly drawn strokes, the overlay lets you clear the mask, "
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"and invert flips the final binary output."
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)
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_broadcast_overlay_fn = None
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_current_node_id: str = ""
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def process(self, field: DataField, pen_size: int, invert: bool, mask_paths: str) -> tuple:
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strokes = _parse_mask_strokes(mask_paths)
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mask = _rasterize_mask(field.xres, field.yres, strokes, pen_size)
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if invert:
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mask = np.where(mask > 127, np.uint8(0), np.uint8(255))
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if DrawMask._broadcast_overlay_fn is not None:
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DrawMask._broadcast_overlay_fn(
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DrawMask._current_node_id,
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{
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"kind": "mask_paint",
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"section_title": "Mask",
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"image": encode_preview(datafield_to_uint8(field, "gray")),
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"image_width": field.xres,
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"image_height": field.yres,
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"invert": bool(invert),
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},
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)
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return (mask,)
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