arrow_graph::algorithms::sampling

Struct GraphSampling

pub struct GraphSampling;

Expand description

Graph sampling using various strategies

Implementations§

impl GraphSampling

pub fn random_node_sampling( &self, graph: &ArrowGraph, sample_size: usize, seed: Option<u64>, ) -> Result<Vec<String>>

Random node sampling

pub fn random_edge_sampling( &self, graph: &ArrowGraph, sample_ratio: f64, seed: Option<u64>, ) -> Result<RecordBatch>

Random edge sampling

pub fn snowball_sampling( &self, graph: &ArrowGraph, seed_nodes: &[String], k_hops: usize, max_nodes: Option<usize>, ) -> Result<Vec<String>>

Snowball sampling (BFS-based expansion)

Trait Implementations§

impl GraphAlgorithm for GraphSampling

fn execute( &self, graph: &ArrowGraph, params: &AlgorithmParams, ) -> Result<RecordBatch>

fn name(&self) -> &'static str

fn description(&self) -> &'static str

Auto Trait Implementations§

impl Freeze for GraphSampling

impl RefUnwindSafe for GraphSampling

impl Send for GraphSampling

impl Sync for GraphSampling

impl Unpin for GraphSampling

impl UnwindSafe for GraphSampling

Blanket Implementations§

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