Trait goko::plugins::GokoPlugin

pub trait GokoPlugin<D: PointCloud> {
    type NodeComponent: NodePlugin<D> + Clone + 'static;
    type TreeComponent: TreePlugin<D> + Clone + 'static;
    fn node_component(
        parameters: &Self::TreeComponent, 
        my_node: &CoverNode<D>, 
        my_tree: &CoverTreeReader<D>
    ) -> Option<Self::NodeComponent>;

    fn prepare_tree(
        _parameters: &Self::TreeComponent, 
        _my_tree: &mut CoverTreeWriter<D>
    ) { ... }
}

Parent trait that make this all work. Ideally this should be included in the TreePlugin but rust doesn't like it.

Associated Types

type NodeComponent: NodePlugin<D> + Clone + 'static

The node component of this plugin, these are attached to each node recursively when the plug in is attached to the tree.

type TreeComponent: TreePlugin<D> + Clone + 'static

This should largely be an object that manages the parameters of the plugin.

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Required methods

fn node_component(
    parameters: &Self::TreeComponent,
    my_node: &CoverNode<D>,
    my_tree: &CoverTreeReader<D>
) -> Option<Self::NodeComponent>

The function that actually builds the node components.

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Provided methods

fn prepare_tree(
    _parameters: &Self::TreeComponent,
    _my_tree: &mut CoverTreeWriter<D>
)

This is called just before we build the tree to prepare it for the upcomming plugin creations.

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Implementors

impl<D: PointCloud + LabeledCloud> GokoPlugin<D> for LabelSummaryPlugin

type NodeComponent = NodeLabelSummary<D::LabelSummary>

type TreeComponent = TreeLabelSummary

fn node_component(
    _parameters: &Self::TreeComponent,
    my_node: &CoverNode<D>,
    my_tree: &CoverTreeReader<D>
) -> Option<Self::NodeComponent>

impl<D: PointCloud + MetaCloud> GokoPlugin<D> for MetaSummaryPlugin

type NodeComponent = NodeMetaSummary<D::MetaSummary>

type TreeComponent = TreeMetaSummary

fn node_component(
    _parameters: &Self::TreeComponent,
    my_node: &CoverNode<D>,
    my_tree: &CoverTreeReader<D>
) -> Option<Self::NodeComponent>

impl<D: PointCloud> GokoPlugin<D> for GokoCategorical

Parent trait that make this all work. Ideally this should be included in the TreePlugin but rust doesn't like it.

type NodeComponent = Categorical

type TreeComponent = CategoricalTree

fn node_component(
    _parameters: &Self::TreeComponent,
    my_node: &CoverNode<D>,
    my_tree: &CoverTreeReader<D>
) -> Option<Self::NodeComponent>

impl<D: PointCloud> GokoPlugin<D> for GokoDiagGaussian

type NodeComponent = DiagGaussian

type TreeComponent = DiagGaussianTree

fn node_component(
    parameters: &Self::TreeComponent,
    my_node: &CoverNode<D>,
    my_tree: &CoverTreeReader<D>
) -> Option<Self::NodeComponent>

impl<D: PointCloud> GokoPlugin<D> for GokoDirichlet

Parent trait that make this all work. Ideally this should be included in the TreePlugin but rust doesn't like it.

type NodeComponent = Dirichlet

type TreeComponent = DirichletTree

fn node_component(
    _parameters: &Self::TreeComponent,
    my_node: &CoverNode<D>,
    my_tree: &CoverTreeReader<D>
) -> Option<Self::NodeComponent>

impl<D: PointCloud> GokoPlugin<D> for GokoSvdGaussian

type NodeComponent = SvdGaussian

type TreeComponent = SvdGaussianTree

fn prepare_tree(
    parameters: &Self::TreeComponent,
    my_tree: &mut CoverTreeWriter<D>
)

fn node_component(
    parameters: &Self::TreeComponent,
    my_node: &CoverNode<D>,
    my_tree: &CoverTreeReader<D>
) -> Option<Self::NodeComponent>

impl<D: PointCloud> GokoPlugin<D> for GokoCoverageIndexes

type NodeComponent = CoverageIndexes

type TreeComponent = CoverageIndexesParams

fn node_component(
    parameters: &Self::TreeComponent,
    my_node: &CoverNode<D>,
    my_tree: &CoverTreeReader<D>
) -> Option<Self::NodeComponent>

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