pub struct DistributedSpatialCluster { /* private fields */ }Expand description
Distributed spatial computing cluster
Implementations§
Source§impl DistributedSpatialCluster
impl DistributedSpatialCluster
Sourcepub fn new(config: NodeConfig) -> SpatialResult<Self>
pub fn new(config: NodeConfig) -> SpatialResult<Self>
Create new distributed spatial cluster
Sourcepub async fn distribute_data(
&mut self,
data: &ArrayView2<'_, f64>,
) -> SpatialResult<()>
pub async fn distribute_data( &mut self, data: &ArrayView2<'_, f64>, ) -> SpatialResult<()>
Distribute data across cluster nodes
Sourcepub async fn distributed_kmeans(
&mut self,
k: usize,
max_iterations: usize,
) -> SpatialResult<(Array2<f64>, Array1<usize>)>
pub async fn distributed_kmeans( &mut self, k: usize, max_iterations: usize, ) -> SpatialResult<(Array2<f64>, Array1<usize>)>
Perform distributed k-means clustering
Sourcepub async fn distributed_knn_search(
&self,
query_point: &ArrayView1<'_, f64>,
k: usize,
) -> SpatialResult<Vec<(usize, f64)>>
pub async fn distributed_knn_search( &self, query_point: &ArrayView1<'_, f64>, k: usize, ) -> SpatialResult<Vec<(usize, f64)>>
Perform distributed k-nearest neighbors search
Sourcepub async fn get_cluster_statistics(&self) -> SpatialResult<ClusterStatistics>
pub async fn get_cluster_statistics(&self) -> SpatialResult<ClusterStatistics>
Get cluster statistics
Trait Implementations§
Auto Trait Implementations§
impl Freeze for DistributedSpatialCluster
impl !RefUnwindSafe for DistributedSpatialCluster
impl Send for DistributedSpatialCluster
impl Sync for DistributedSpatialCluster
impl Unpin for DistributedSpatialCluster
impl !UnwindSafe for DistributedSpatialCluster
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T: ?Sized,
impl<T> BorrowMut<T> for Twhere
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Converts
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if into_left is true.
Converts self into a Right variant of Either<Self, Self>
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
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if into_left(&self) returns true.
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impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
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