Function louvain_communities_with_progress 

pub fn louvain_communities_with_progress<F>(
    graph: &SqliteGraph,
    max_iterations: usize,
    progress: &F,
) -> Result<Vec<Vec<i64>>, SqliteGraphError>
where
    F: ProgressCallback,

Louvain method for community detection with progress callback reporting.

This is the progress-reporting variant of louvain_communities. See that function for full algorithm documentation.

Arguments

• graph - The graph to analyze
• max_iterations - Maximum number of iterations
• progress - Callback for progress updates

Progress Reporting

• Reports progress for each iteration pass: “Louvain pass X”
• Total is None (convergence unknown)
• Calls on_complete() when finished or converged
• Calls on_error() if an error occurs

Example

use sqlitegraph::{SqliteGraph, algo::louvain_communities_with_progress};
use sqlitegraph::progress::NoProgress;

let graph = SqliteGraph::open_in_memory()?;
// ... add nodes and edges ...
let progress = NoProgress;
let communities = louvain_communities_with_progress(&graph, 10, &progress)?;