Make use of ImageFrame in the node system more extensively (#1055) (#1062)

Make the node system use ImageFrame more extensively (#1055)
This commit is contained in:
Alexandru Ică 2023-03-02 15:55:10 +02:00 committed by Keavon Chambers
parent 02d4565b0c
commit 0b813805d2
6 changed files with 215 additions and 158 deletions

View file

@ -32,7 +32,7 @@ use document_legacy::layers::style::{Fill, RenderData, ViewMode};
use document_legacy::layers::text_layer::Font;
use document_legacy::{DocumentError, DocumentResponse, LayerId, Operation as DocumentOperation};
use graph_craft::document::NodeId;
use graphene_core::raster::color::Color;
use graphene_core::raster::{Color, ImageFrame};
use graphene_std::vector::subpath::Subpath;
use glam::{DAffine2, DVec2};
@ -603,21 +603,37 @@ impl MessageHandler<DocumentMessage, (u64, &InputPreprocessorMessageHandler, &Pe
PasteImage { image, mouse } => {
let image_size = DVec2::new(image.width as f64, image.height as f64);
responses.push_back(DocumentMessage::StartTransaction.into());
let path = vec![generate_uuid()];
let image_node_id = 100;
let mut network = crate::messages::portfolio::document::node_graph::new_image_network(32, image_node_id);
let Some(image_node_type) = crate::messages::portfolio::document::node_graph::resolve_document_node_type("Image") else {
warn!("Image node should be in registry");
return;
};
let path = vec![generate_uuid()];
let image_node_id = 100;
let mut network = crate::messages::portfolio::document::node_graph::new_image_network(32, image_node_id);
// Transform of parent folder
let to_parent_folder = self.document_legacy.generate_transform_across_scope(&path[..path.len() - 1], None).unwrap_or_default();
// Align the layer with the mouse or center of viewport
let viewport_location = mouse.map_or(ipp.viewport_bounds.center(), |pos| pos.into());
let center_in_viewport = DAffine2::from_translation(viewport_location - ipp.viewport_bounds.top_left);
let center_in_viewport_layerspace = to_parent_folder.inverse() * center_in_viewport;
// Make layer the size of the image
let fit_image_size = DAffine2::from_scale_angle_translation(image_size, 0., image_size / -2.);
let transform = (center_in_viewport_layerspace * fit_image_size);
responses.push_back(DocumentMessage::StartTransaction.into());
network.nodes.insert(
image_node_id,
image_node_type.to_document_node(
[graph_craft::document::NodeInput::value(graph_craft::document::value::TaggedValue::Image(image), false)],
[graph_craft::document::NodeInput::value(
graph_craft::document::value::TaggedValue::ImageFrame(ImageFrame { image, transform }),
false,
)],
graph_craft::document::DocumentNodeMetadata::position((20, 4)),
),
);
@ -638,19 +654,13 @@ impl MessageHandler<DocumentMessage, (u64, &InputPreprocessorMessageHandler, &Pe
.into(),
);
// Transform of parent folder
let to_parent_folder = self.document_legacy.generate_transform_across_scope(&path[..path.len() - 1], None).unwrap_or_default();
// Align the layer with the mouse or center of viewport
let viewport_location = mouse.map_or(ipp.viewport_bounds.center(), |pos| pos.into());
let center_in_viewport = DAffine2::from_translation(viewport_location - ipp.viewport_bounds.top_left);
let center_in_viewport_layerspace = to_parent_folder.inverse() * center_in_viewport;
// Make layer the size of the image
let fit_image_size = DAffine2::from_scale_angle_translation(image_size, 0., image_size / -2.);
let transform = (center_in_viewport_layerspace * fit_image_size).to_cols_array();
responses.push_back(DocumentOperation::SetLayerTransform { path, transform }.into());
responses.push_back(
DocumentOperation::SetLayerTransform {
path,
transform: transform.to_cols_array(),
}
.into(),
);
responses.push_back(DocumentMessage::NodeGraphFrameGenerate.into());

View file

@ -133,7 +133,7 @@ fn static_nodes() -> Vec<DocumentNodeType> {
nodes: [
DocumentNode {
name: "Identity".to_string(),
inputs: vec![NodeInput::Network(concrete!(Image))],
inputs: vec![NodeInput::Network(concrete!(ImageFrame))],
implementation: DocumentNodeImplementation::Unresolved(NodeIdentifier::new("graphene_core::ops::IdNode")),
metadata: Default::default(),
},
@ -154,13 +154,13 @@ fn static_nodes() -> Vec<DocumentNodeType> {
DocumentInputType {
name: "In",
data_type: FrontendGraphDataType::General,
default: NodeInput::Network(concrete!(Image)),
default: NodeInput::Network(concrete!(ImageFrame)),
},
DocumentInputType::value("Transform", TaggedValue::DAffine2(DAffine2::IDENTITY), false),
],
outputs: vec![
DocumentOutputType {
name: "Image",
name: "Image Frame",
data_type: FrontendGraphDataType::Raster,
},
DocumentOutputType {
@ -585,8 +585,8 @@ pub static IMAGINATE_NODE: Lazy<DocumentNodeType> = Lazy::new(|| DocumentNodeTyp
category: "Image Synthesis",
identifier: NodeImplementation::proto("graphene_std::raster::ImaginateNode<_>"),
inputs: vec![
DocumentInputType::value("Input Image", TaggedValue::Image(Image::empty()), true),
DocumentInputType::value("Transform", TaggedValue::DAffine2(DAffine2::IDENTITY), true),
DocumentInputType::value("Input Image", TaggedValue::ImageFrame(ImageFrame::empty()), true),
DocumentInputType::value("Transform", TaggedValue::DAffine2(DAffine2::IDENTITY), false),
DocumentInputType::value("Seed", TaggedValue::F64(0.), false), // Remember to keep index used in `NodeGraphFrameImaginateRandom` updated with this entry's index
DocumentInputType::value("Resolution", TaggedValue::OptionalDVec2(None), false),
DocumentInputType::value("Samples", TaggedValue::F64(30.), false),
@ -674,10 +674,7 @@ pub fn new_image_network(output_offset: i32, output_node_id: NodeId) -> NodeNetw
),
resolve_document_node_type("Output")
.expect("Output node does not exist")
.to_document_node([NodeInput::node(2, 0)], DocumentNodeMetadata::position((output_offset + 8, 4))),
resolve_document_node_type("Image Frame")
.expect("Image frame node does not exist")
.to_document_node([NodeInput::node(output_node_id, 0), NodeInput::node(0, 1)], DocumentNodeMetadata::position((output_offset, 4))),
.to_document_node([NodeInput::node(output_node_id, 0)], DocumentNodeMetadata::position((output_offset + 8, 4))),
]
.into_iter()
.enumerate()

View file

@ -19,17 +19,8 @@ pub struct NodeGraphExecutor {
}
impl NodeGraphExecutor {
/// Sets the transform property on the input node
fn set_input_transform(network: &mut NodeNetwork, transform: DAffine2) {
let Some(input_node) = network.nodes.get_mut(&network.inputs[0]) else {
return;
};
input_node.inputs[1] = NodeInput::value(TaggedValue::DAffine2(transform), false);
}
/// Execute the network by flattening it and creating a borrow stack. Casts the output to the generic `T`.
fn execute_network<T: dyn_any::StaticType>(&mut self, mut network: NodeNetwork, image_frame: ImageFrame) -> Result<T, String> {
Self::set_input_transform(&mut network, image_frame.transform);
network.duplicate_outputs(&mut generate_uuid);
network.remove_dead_nodes();
@ -49,7 +40,7 @@ impl NodeGraphExecutor {
use dyn_any::IntoDynAny;
use graph_craft::executor::Executor;
let boxed = self.executor.execute(image_frame.image.into_dyn()).map_err(|e| e.to_string())?;
let boxed = self.executor.execute(image_frame.into_dyn()).map_err(|e| e.to_string())?;
dyn_any::downcast::<T>(boxed).map(|v| *v)
}

View file

@ -291,6 +291,7 @@ mod image {
use super::{Color, ImageSlice};
use crate::Node;
use alloc::vec::Vec;
use core::hash::{Hash, Hasher};
use dyn_any::{DynAny, StaticType};
use glam::DAffine2;
@ -389,6 +390,13 @@ mod image {
}
}
}
impl Hash for ImageFrame {
fn hash<H: Hasher>(&self, state: &mut H) {
self.image.hash(state);
self.transform.to_cols_array().iter().for_each(|x| x.to_bits().hash(state))
}
}
}
#[cfg(test)]

View file

@ -1,7 +1,7 @@
use dyn_any::{DynAny, StaticType};
use glam::DAffine2;
use graphene_core::raster::{Color, Image};
use graphene_core::raster::{Color, Image, ImageFrame};
use graphene_core::Node;
use std::path::Path;
@ -107,6 +107,24 @@ where
image
}
#[derive(Debug, Clone, Copy)]
pub struct MapImageFrameNode<MapFn> {
map_fn: MapFn,
}
#[node_macro::node_fn(MapImageFrameNode)]
fn map_image<MapFn>(mut image_frame: ImageFrame, map_fn: &'any_input MapFn) -> ImageFrame
where
MapFn: for<'any_input> Node<'any_input, Color, Output = Color> + 'input,
{
let mut image_frame = image_frame;
for pixel in &mut image_frame.image.data {
*pixel = map_fn.eval(*pixel);
}
image_frame
}
#[derive(Debug, Clone, Copy)]
pub struct BlendImageNode<Second, MapFn> {
second: Second,
@ -131,9 +149,13 @@ pub struct ImaginateNode<E> {
}
#[node_macro::node_fn(ImaginateNode)]
fn imaginate(image: Image, cached: Option<std::sync::Arc<graphene_core::raster::Image>>) -> Image {
info!("Imaginating image with {} pixels", image.data.len());
cached.map(|mut x| std::sync::Arc::make_mut(&mut x).clone()).unwrap_or(image)
fn imaginate(image_frame: ImageFrame, cached: Option<std::sync::Arc<graphene_core::raster::Image>>) -> ImageFrame {
info!("Imaginating image with {} pixels", image_frame.image.data.len());
let cached_image = cached.map(|mut x| std::sync::Arc::make_mut(&mut x).clone()).unwrap_or(image_frame.image);
ImageFrame {
image: cached_image,
transform: image_frame.transform,
}
}
#[derive(Debug, Clone, Copy)]

View file

@ -10,7 +10,7 @@ use graphene_core::structural::Then;
use graphene_core::value::{ClonedNode, ForgetNode, ValueNode};
use graphene_core::{Node, NodeIO, NodeIOTypes};
use graphene_std::any::{ComposeTypeErased, DowncastBothNode, DowncastBothRefNode, DynAnyNode, IntoTypeErasedNode};
use graphene_std::any::{ComposeTypeErased, DowncastBothNode, DowncastBothRefNode, DynAnyNode, IntoTypeErasedNode, TypeErasedPinnedRef};
use graphene_core::{Cow, NodeIdentifier, Type, TypeDescriptor};
@ -23,18 +23,25 @@ use crate::executor::NodeContainer;
use dyn_any::StaticType;
macro_rules! construct_node {
($args: ident, $path:ty, [$($type:tt),*]) => {{
let mut args: Vec<TypeErasedPinnedRef<'static>> = $args.clone();
args.reverse();
<$path>::new($(graphene_core::value::ClonedNode::new(
graphene_std::any::input_node::<$type>(args.pop()
.expect("Not enough arguments provided to construct node"))).eval(())
),*
)
}}
}
macro_rules! register_node {
($path:ty, input: $input:ty, params: [$($type:ty),*]) => {
vec![
(
NodeIdentifier::new(stringify!($path)),
|args| {
let mut args = args.clone();
args.reverse();
let node = <$path>::new($(
graphene_std::any::input_node::<$type>(
args.pop().expect("not enough arguments provided to construct node")
)
),*);
let node = construct_node!(args, $path, [$($type),*]);
let any: DynAnyNode<$input, _, _> = graphene_std::any::DynAnyNode::new(graphene_core::value::ValueNode::new(node));
Box::pin(any)
},
@ -51,22 +58,28 @@ macro_rules! register_node {
node_io
},
)
]
};
}
macro_rules! raster_node {
($path:ty, params: [$($type:ty),*]) => {
vec![
(
NodeIdentifier::new(stringify!($path)),
|args| {
let mut args = args.clone();
args.reverse();
let node = <$path>::new($(
graphene_core::value::ClonedNode::new(
graphene_std::any::input_node::<$type>(
args.pop().expect("Not enough arguments provided to construct node")
).eval(())
)
),*);
let node = construct_node!(args, $path, [$($type),*]);
let any: DynAnyNode<Color, _, _> = graphene_std::any::DynAnyNode::new(graphene_core::value::ValueNode::new(node));
Box::pin(any)
},
{
let params = vec![$((concrete!(()), concrete!($type))),*];
NodeIOTypes::new(concrete!(Color), concrete!(Color), params)
},
),
(
NodeIdentifier::new(stringify!($path)),
|args| {
let node = construct_node!(args, $path, [$($type),*]);
let map_node = graphene_std::raster::MapImageNode::new(graphene_core::value::ValueNode::new(node));
let any: DynAnyNode<Image, _, _> = graphene_std::any::DynAnyNode::new(graphene_core::value::ValueNode::new(map_node));
Box::pin(any)
@ -75,19 +88,33 @@ macro_rules! raster_node {
let params = vec![$((concrete!(()), concrete!($type))),*];
NodeIOTypes::new(concrete!(Image), concrete!(Image), params)
},
),
(
NodeIdentifier::new(stringify!($path)),
|args| {
let node = construct_node!(args, $path, [$($type),*]);
let map_node = graphene_std::raster::MapImageFrameNode::new(graphene_core::value::ValueNode::new(node));
let any: DynAnyNode<ImageFrame, _, _> = graphene_std::any::DynAnyNode::new(graphene_core::value::ValueNode::new(map_node));
Box::pin(any)
},
{
let params = vec![$((concrete!(()), concrete!($type))),*];
NodeIOTypes::new(concrete!(ImageFrame), concrete!(ImageFrame), params)
},
)
};
]
}
}
//TODO: turn into hashmap
fn node_registry() -> HashMap<NodeIdentifier, HashMap<NodeIOTypes, NodeConstructor>> {
let node_types: Vec<(NodeIdentifier, NodeConstructor, NodeIOTypes)> = vec![
let node_types: Vec<Vec<(NodeIdentifier, NodeConstructor, NodeIOTypes)>> = vec![
//register_node!(graphene_core::ops::IdNode, input: Any<'_>, params: []),
(
vec![(
NodeIdentifier::new("graphene_core::ops::IdNode"),
|_| IdNode::new().into_type_erased(),
NodeIOTypes::new(generic!(I), generic!(I), vec![]),
),
)],
// TODO: create macro to impl for all types
register_node!(graphene_core::structural::ConsNode<_, _>, input: u32, params: [u32]),
register_node!(graphene_core::structural::ConsNode<_, _>, input: u32, params: [&u32]),
@ -104,18 +131,18 @@ fn node_registry() -> HashMap<NodeIdentifier, HashMap<NodeIOTypes, NodeConstruct
register_node!(graphene_core::ops::AddParameterNode<_>, input: &f64, params: [f64]),
register_node!(graphene_core::ops::AddParameterNode<_>, input: f64, params: [&f64]),
register_node!(graphene_core::ops::AddParameterNode<_>, input: &f64, params: [&f64]),
(
vec![(
NodeIdentifier::new("graphene_core::structural::ComposeNode<_, _, _>"),
|args| {
let node = ComposeTypeErased::new(args[0], args[1]);
node.into_type_erased()
},
NodeIOTypes::new(generic!(T), generic!(U), vec![(generic!(T), generic!(V)), (generic!(V), generic!(U))]),
),
)],
// Filters
raster_node!(graphene_core::raster::LuminanceNode<_>, params: [LuminanceCalculation]),
raster_node!(graphene_core::raster::LevelsNode<_, _, _, _, _>, params: [f64, f64, f64, f64, f64]),
(
vec![(
NodeIdentifier::new("graphene_core::raster::BlendNode<_, _, _, _>"),
|args| {
use graphene_core::Node;
@ -133,7 +160,7 @@ fn node_registry() -> HashMap<NodeIdentifier, HashMap<NodeIOTypes, NodeConstruct
concrete!(Image),
vec![(concrete!(()), concrete!(Image)), (concrete!(()), concrete!(BlendMode)), (concrete!(()), concrete!(f64))],
),
),
)],
raster_node!(graphene_core::raster::GrayscaleNode<_, _, _, _, _, _, _>, params: [Color, f64, f64, f64, f64, f64, f64]),
raster_node!(graphene_core::raster::HueSaturationNode<_, _, _>, params: [f64, f64, f64]),
raster_node!(graphene_core::raster::InvertRGBNode, params: []),
@ -143,97 +170,99 @@ fn node_registry() -> HashMap<NodeIdentifier, HashMap<NodeIOTypes, NodeConstruct
raster_node!(graphene_core::raster::OpacityNode<_>, params: [f64]),
raster_node!(graphene_core::raster::PosterizeNode<_>, params: [f64]),
raster_node!(graphene_core::raster::ExposureNode<_, _, _>, params: [f64, f64, f64]),
(
NodeIdentifier::new("graphene_core::structural::MapImageNode"),
|args| {
let map_fn: DowncastBothNode<Color, Color> = DowncastBothNode::new(args[0]);
let node = graphene_std::raster::MapImageNode::new(ValueNode::new(map_fn));
let any: DynAnyNode<Image, _, _> = graphene_std::any::DynAnyNode::new(graphene_core::value::ValueNode::new(node));
any.into_type_erased()
},
NodeIOTypes::new(concrete!(Image), concrete!(Image), vec![]),
),
(
NodeIdentifier::new("graphene_std::raster::ImaginateNode<_>"),
|args| {
let cached = graphene_std::any::input_node::<Option<std::sync::Arc<Image>>>(args[16]);
let node = graphene_std::raster::ImaginateNode::new(cached);
let any = DynAnyNode::new(ValueNode::new(node));
any.into_type_erased()
},
NodeIOTypes::new(
concrete!(Image),
concrete!(Image),
vec![
(concrete!(()), concrete!(DAffine2)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(Option<DVec2>)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(ImaginateSamplingMethod)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(String)),
(concrete!(()), concrete!(String)),
(concrete!(()), concrete!(bool)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(Option<Vec<u64>>)),
(concrete!(()), concrete!(bool)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(ImaginateMaskStartingFill)),
(concrete!(()), concrete!(bool)),
(concrete!(()), concrete!(bool)),
(concrete!(()), concrete!(Option<std::sync::Arc<Image>>)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(ImaginateStatus)),
],
vec![
(
NodeIdentifier::new("graphene_core::structural::MapImageNode"),
|args| {
let map_fn: DowncastBothNode<Color, Color> = DowncastBothNode::new(args[0]);
let node = graphene_std::raster::MapImageNode::new(ValueNode::new(map_fn));
let any: DynAnyNode<Image, _, _> = graphene_std::any::DynAnyNode::new(graphene_core::value::ValueNode::new(node));
any.into_type_erased()
},
NodeIOTypes::new(concrete!(Image), concrete!(Image), vec![]),
),
),
(
NodeIdentifier::new("graphene_core::raster::BlurNode"),
|args| {
let radius = DowncastBothNode::<(), u32>::new(args[0]);
let sigma = DowncastBothNode::<(), f64>::new(args[1]);
let image = DowncastBothRefNode::<Image, Image>::new(args[2]);
let empty_image: ValueNode<Image> = ValueNode::new(Image::empty());
let empty: TypeNode<_, (), Image> = TypeNode::new(empty_image.then(CloneNode::new()));
use graphene_core::Node;
let radius = ClonedNode::new(radius.eval(()));
let sigma = ClonedNode::new(sigma.eval(()));
(
NodeIdentifier::new("graphene_std::raster::ImaginateNode<_>"),
|args| {
let cached = graphene_std::any::input_node::<Option<std::sync::Arc<Image>>>(args[16]);
let node = graphene_std::raster::ImaginateNode::new(cached);
let any = DynAnyNode::new(ValueNode::new(node));
any.into_type_erased()
},
NodeIOTypes::new(
concrete!(ImageFrame),
concrete!(ImageFrame),
vec![
(concrete!(()), concrete!(DAffine2)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(Option<DVec2>)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(ImaginateSamplingMethod)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(String)),
(concrete!(()), concrete!(String)),
(concrete!(()), concrete!(bool)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(Option<Vec<u64>>)),
(concrete!(()), concrete!(bool)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(ImaginateMaskStartingFill)),
(concrete!(()), concrete!(bool)),
(concrete!(()), concrete!(bool)),
(concrete!(()), concrete!(Option<std::sync::Arc<Image>>)),
(concrete!(()), concrete!(f64)),
(concrete!(()), concrete!(ImaginateStatus)),
],
),
),
(
NodeIdentifier::new("graphene_core::raster::BlurNode"),
|args| {
let radius = DowncastBothNode::<(), u32>::new(args[0]);
let sigma = DowncastBothNode::<(), f64>::new(args[1]);
let image = DowncastBothRefNode::<Image, Image>::new(args[2]);
let empty_image: ValueNode<Image> = ValueNode::new(Image::empty());
let empty: TypeNode<_, (), Image> = TypeNode::new(empty_image.then(CloneNode::new()));
use graphene_core::Node;
let radius = ClonedNode::new(radius.eval(()));
let sigma = ClonedNode::new(sigma.eval(()));
//let image = &image as &dyn for<'a> Node<'a, (), Output = &'a Image>;
// dirty hack: we abuse that the cache node will ignore the input if it is evaluated a second time
let image = empty.then(image).then(ImageRefNode::new());
//let image = &image as &dyn for<'a> Node<'a, (), Output = &'a Image>;
// dirty hack: we abuse that the cache node will ignore the input if it is evaluated a second time
let image = empty.then(image).then(ImageRefNode::new());
let window = WindowNode::new(radius, image.clone());
let map_gaussian = MapSndNode::new(ValueNode::new(DistanceNode.then(GaussianNode::new(sigma))));
let map_distances = MapNode::new(ValueNode::new(map_gaussian));
let gaussian_iter = window.then(map_distances);
let avg = gaussian_iter.then(WeightedAvgNode::new());
let avg: TypeNode<_, u32, Color> = TypeNode::new(avg);
let blur_iter = MapNode::new(ValueNode::new(avg));
let pixel_iter = image.clone().then(ImageIndexIterNode::new());
let blur = pixel_iter.then(blur_iter);
let collect = CollectNode {};
let vec = blur.then(collect);
let new_image = MapImageSliceNode::new(vec);
let dimensions = image.then(ImageDimensionsNode::new());
let dimensions: TypeNode<_, (), (u32, u32)> = TypeNode::new(dimensions);
let new_image = dimensions.then(new_image);
let new_image = ForgetNode::new().then(new_image);
let node: DynAnyNode<&Image, _, _> = DynAnyNode::new(ValueNode::new(new_image));
node.into_type_erased()
},
NodeIOTypes::new(concrete!(Image), concrete!(Image), vec![(concrete!(()), concrete!(u32)), (concrete!(()), concrete!(f64))]),
),
//register_node!(graphene_std::memo::CacheNode<_>, input: Image, params: []),
(
NodeIdentifier::new("graphene_std::memo::CacheNode"),
|_| {
let node: CacheNode<Image> = graphene_std::memo::CacheNode::new();
let any = graphene_std::any::DynAnyRefNode::new(node);
any.into_type_erased()
},
NodeIOTypes::new(concrete!(Image), concrete!(&Image), vec![]),
),
let window = WindowNode::new(radius, image.clone());
let map_gaussian = MapSndNode::new(ValueNode::new(DistanceNode.then(GaussianNode::new(sigma))));
let map_distances = MapNode::new(ValueNode::new(map_gaussian));
let gaussian_iter = window.then(map_distances);
let avg = gaussian_iter.then(WeightedAvgNode::new());
let avg: TypeNode<_, u32, Color> = TypeNode::new(avg);
let blur_iter = MapNode::new(ValueNode::new(avg));
let pixel_iter = image.clone().then(ImageIndexIterNode::new());
let blur = pixel_iter.then(blur_iter);
let collect = CollectNode {};
let vec = blur.then(collect);
let new_image = MapImageSliceNode::new(vec);
let dimensions = image.then(ImageDimensionsNode::new());
let dimensions: TypeNode<_, (), (u32, u32)> = TypeNode::new(dimensions);
let new_image = dimensions.then(new_image);
let new_image = ForgetNode::new().then(new_image);
let node: DynAnyNode<&Image, _, _> = DynAnyNode::new(ValueNode::new(new_image));
node.into_type_erased()
},
NodeIOTypes::new(concrete!(Image), concrete!(Image), vec![(concrete!(()), concrete!(u32)), (concrete!(()), concrete!(f64))]),
),
//register_node!(graphene_std::memo::CacheNode<_>, input: Image, params: []),
(
NodeIdentifier::new("graphene_std::memo::CacheNode"),
|_| {
let node: CacheNode<Image> = graphene_std::memo::CacheNode::new();
let any = graphene_std::any::DynAnyRefNode::new(node);
any.into_type_erased()
},
NodeIOTypes::new(concrete!(Image), concrete!(&Image), vec![]),
),
],
register_node!(graphene_core::structural::ConsNode<_, _>, input: Image, params: [&str]),
register_node!(graphene_std::raster::ImageFrameNode<_>, input: Image, params: [DAffine2]),
/*
@ -390,7 +419,7 @@ fn node_registry() -> HashMap<NodeIdentifier, HashMap<NodeIOTypes, NodeConstruct
*/
];
let mut map: HashMap<NodeIdentifier, HashMap<NodeIOTypes, NodeConstructor>> = HashMap::new();
for (id, c, types) in node_types {
for (id, c, types) in node_types.into_iter().flatten() {
map.entry(id).or_default().insert(types.clone(), c);
}
map