1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
//! Simple Advanced Mode Validation
//!
//! This example demonstrates and validates basic Advanced mode functionality.
use scirs2_core::random::prelude::*;
use scirs2_graph::{
algorithms::{connected_components, dijkstra_path},
generators::erdos_renyi_graph,
measures::pagerank_centrality,
Result,
};
use std::time::Instant;
#[allow(dead_code)]
fn main() -> Result<()> {
println!("🧪 Simple Advanced Mode Validation");
println!("====================================");
// Create a small test graph
let mut rng = thread_rng();
let graph = erdos_renyi_graph(100, 0.1, &mut rng)?;
println!("✅ Generated test graph:");
println!(" - Nodes: {}", graph.node_count());
println!(" - Edges: {}", graph.edge_count());
// Create advanced processor
// Advanced processor functionality is not available in this example
// let mut processor = create_advanced_processor();
// println!("🚀 Advanced processor initialized");
// Test 1: PageRank with advanced optimization
println!("\n🧠 Test 1: PageRank Centrality");
let start = Instant::now();
let _pagerank_result = pagerank_centrality(&graph, 0.85, 1e-6)?;
let duration = start.elapsed();
println!(" ✅ Completed in {:?}", duration);
// Test 2: Connected components with advanced optimization
println!("\n🔗 Test 2: Connected Components");
let start = Instant::now();
let _components = connected_components(&graph);
let duration = start.elapsed();
println!(" ✅ Completed in {:?}", duration);
// Test 3: Shortest path with advanced optimization
println!("\n🛣️ Test 3: Shortest Path");
let nodes: Vec<_> = graph.nodes().into_iter().collect();
if nodes.len() >= 2 {
let start = Instant::now();
let _path_result = dijkstra_path(&graph, nodes[0], nodes[1])?;
let duration = start.elapsed();
println!(" ✅ Completed in {:?}", duration);
}
// Get optimization statistics
// Note: Advanced processor functionality is not available in this example
// let stats = processor.get_optimization_stats();
println!("\n📊 Optimization Statistics:");
println!(" - Advanced mode not enabled in this example");
// println!(" - Total optimizations: {}", stats.total_optimizations);
// println!(" - Average speedup: {:.2}x", stats.average_speedup);
// println!(
// " - GPU utilization: {:.1}%",
// stats.gpu_utilization * 100.0
// );
// println!(
// " - Memory efficiency: {:.1}%",
// stats.memory_efficiency * 100.0
// );
println!("\n🎉 All advanced mode tests passed!");
Ok(())
}