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//! BFS (Breadth-First Search) performance benchmarks for SQLite vs Native backends.
//!
//! Compares BFS traversal performance across different graph sizes and topologies
//! using the criterion benchmarking framework.
use criterion::{BenchmarkId, Criterion, criterion_group, criterion_main};
use rand::SeedableRng;
use sqlitegraph::{EdgeSpec, NodeSpec, SnapshotId};
mod bench_utils;
use bench_utils::{
BENCHMARK_SIZES, BenchInMemoryGraph, BenchmarkGraph, GraphTopology, MEASURE, WARM_UP,
create_benchmark_temp_dir,
};
/// Benchmark BFS traversal on chain graphs
fn bfs_chain(criterion: &mut Criterion) {
let mut group = criterion.benchmark_group("bfs_chain");
group.measurement_time(MEASURE);
group.warm_up_time(WARM_UP);
for &size in BENCHMARK_SIZES {
// SQLite backend
group.bench_with_input(BenchmarkId::new("sqlite", size), &size, |b, &size| {
b.iter(|| {
let temp_dir = create_benchmark_temp_dir();
let db_path = temp_dir.path().join("benchmark.db");
let graph = sqlitegraph::open_graph(&db_path, &sqlitegraph::GraphConfig::sqlite())
.expect("Failed to create graph");
// Create chain graph using individual insertions
let mut node_ids = Vec::new();
for i in 0..size {
let node_id = graph
.insert_node(NodeSpec {
kind: "Node".to_string(),
name: format!("node_{}", i),
file_path: None,
data: serde_json::json!({"id": i}),
})
.expect("Failed to insert node");
node_ids.push(node_id);
}
// Create chain edges
for i in 0..size - 1 {
graph
.insert_edge(EdgeSpec {
from: node_ids[i],
to: node_ids[i + 1],
edge_type: "chain".to_string(),
data: serde_json::json!({"order": i}),
})
.expect("Failed to insert edge");
}
// Perform BFS from first node
let _bfs_result = graph
.bfs(SnapshotId::current(), node_ids[0], size as u32)
.expect("Failed to perform BFS");
});
});
// Native backend
group.bench_with_input(BenchmarkId::new("native", size), &size, |b, &size| {
b.iter(|| {
let temp_dir = create_benchmark_temp_dir();
let db_path = temp_dir.path().join("benchmark.db");
let graph = sqlitegraph::open_graph(&db_path, &sqlitegraph::GraphConfig::native())
.expect("Failed to create graph");
// Create chain graph using individual insertions
let mut node_ids = Vec::new();
for i in 0..size {
let node_id = graph
.insert_node(NodeSpec {
kind: "Node".to_string(),
name: format!("node_{}", i),
file_path: None,
data: serde_json::json!({"id": i}),
})
.expect("Failed to insert node");
// DEBUG: Track node ID allocation pattern
if std::env::var("BFS_DEBUG").is_ok() {
println!("[BFS_DEBUG] Created node index={} -> node_id={}", i, node_id);
}
node_ids.push(node_id);
}
// SLOT CORRUPTION DEBUG: Check critical node slots after node creation, before edge creation
if std::env::var("SLOT_CORRUPTION_DEBUG").is_ok() {
// Check node_id=257 specifically (if it exists)
if size > 257 {
println!("[BFS_TRANSITION] About to check node 257 status");
let graph_path = temp_dir.path().join("benchmark.db");
let debug_graph = sqlitegraph::open_graph(&graph_path, &sqlitegraph::GraphConfig::native())
.expect("Failed to open debug graph");
// Try to read node_id=257 directly to see its state
match debug_graph.get_node(SnapshotId::current(), 257) {
Ok(_) => println!("[BFS_CHECKPOINT] After node creation, before edges: node_id=257 EXISTS"),
Err(e) => println!("[BFS_CHECKPOINT] After node creation, before edges: node_id=257 MISSING - {:?}", e),
}
println!("[BFS_TRANSITION] About to start edge creation loop");
}
}
// Create chain edges
for i in 0..size - 1 {
let max_created_node_id = *node_ids.iter().max().unwrap_or(&0);
assert!(node_ids[i] <= max_created_node_id, "EDGE {} references non-existent FROM node {} (max created: {})", i, node_ids[i], max_created_node_id);
assert!(node_ids[i + 1] <= max_created_node_id, "EDGE {} references non-existent TO node {} (max created: {})", i, node_ids[i + 1], max_created_node_id);
graph
.insert_edge(EdgeSpec {
from: node_ids[i],
to: node_ids[i + 1],
edge_type: "chain".to_string(),
data: serde_json::json!({"order": i}),
})
.expect("Failed to insert edge");
}
// Perform BFS from first node
let _bfs_result = graph
.bfs(SnapshotId::current(), node_ids[0], size as u32)
.expect("Failed to perform BFS");
std::mem::forget(temp_dir); // Prevent TempDir deletion during benchmark (V2 backend uses async file ops)
});
});
// In-memory CPU-only ceiling
group.bench_with_input(BenchmarkId::new("in_memory", size), &size, |b, &size| {
b.iter(|| {
let spec = BenchmarkGraph::new(size, size - 1, GraphTopology::Chain);
let graph = BenchInMemoryGraph::from_spec(&spec);
// Simple BFS implementation
let mut visited = vec![false; graph.node_count()];
let mut queue = vec![0u32];
visited[0] = true;
while let Some(node) = queue.pop() {
for &neighbor in graph.neighbors(node) {
if !visited[neighbor as usize] {
visited[neighbor as usize] = true;
queue.push(neighbor);
}
}
}
});
});
}
group.finish();
}
/// Benchmark BFS traversal on star graphs
fn bfs_star(criterion: &mut Criterion) {
let mut group = criterion.benchmark_group("bfs_star");
group.measurement_time(MEASURE);
group.warm_up_time(WARM_UP);
for &size in BENCHMARK_SIZES {
// SQLite backend
group.bench_with_input(BenchmarkId::new("sqlite", size), &size, |b, &size| {
b.iter(|| {
let temp_dir = create_benchmark_temp_dir();
let db_path = temp_dir.path().join("benchmark.db");
let graph = sqlitegraph::open_graph(&db_path, &sqlitegraph::GraphConfig::sqlite())
.expect("Failed to create graph");
// Create star graph using individual insertions
let mut node_ids = Vec::new();
for i in 0..size {
let node_id = graph
.insert_node(NodeSpec {
kind: "Node".to_string(),
name: format!("node_{}", i),
file_path: None,
data: serde_json::json!({"id": i}),
})
.expect("Failed to insert node");
node_ids.push(node_id);
}
// Create star edges (center node 0 connected to all others)
for i in 1..size {
graph
.insert_edge(EdgeSpec {
from: node_ids[0],
to: node_ids[i],
edge_type: "star".to_string(),
data: serde_json::json!({"spoke": i}),
})
.expect("Failed to insert edge");
}
// Perform BFS from center node
let _bfs_result = graph
.bfs(SnapshotId::current(), node_ids[0], 2)
.expect("Failed to perform BFS");
});
});
// Native backend
group.bench_with_input(BenchmarkId::new("native", size), &size, |b, &size| {
b.iter(|| {
let temp_dir = create_benchmark_temp_dir();
let db_path = temp_dir.path().join("benchmark.db");
let graph = sqlitegraph::open_graph(&db_path, &sqlitegraph::GraphConfig::native())
.expect("Failed to create graph");
// Create star graph using individual insertions
let mut node_ids = Vec::new();
for i in 0..size {
let node_id = graph
.insert_node(NodeSpec {
kind: "Node".to_string(),
name: format!("node_{}", i),
file_path: None,
data: serde_json::json!({"id": i}),
})
.expect("Failed to insert node");
node_ids.push(node_id);
}
// Create star edges (center node 0 connected to all others)
for i in 1..size {
graph
.insert_edge(EdgeSpec {
from: node_ids[0],
to: node_ids[i],
edge_type: "star".to_string(),
data: serde_json::json!({"spoke": i}),
})
.expect("Failed to insert edge");
}
// Perform BFS from center node
let _bfs_result = graph
.bfs(SnapshotId::current(), node_ids[0], 2)
.expect("Failed to perform BFS");
std::mem::forget(temp_dir); // Prevent TempDir deletion during benchmark (V2 backend uses async file ops)
});
});
// In-memory CPU-only ceiling
group.bench_with_input(BenchmarkId::new("in_memory", size), &size, |b, &size| {
b.iter(|| {
let spec = BenchmarkGraph::new(size, size - 1, GraphTopology::Star);
let graph = BenchInMemoryGraph::from_spec(&spec);
// Simple BFS implementation
let mut visited = vec![false; graph.node_count()];
let mut queue = vec![0u32];
visited[0] = true;
while let Some(node) = queue.pop() {
for &neighbor in graph.neighbors(node) {
if !visited[neighbor as usize] {
visited[neighbor as usize] = true;
queue.push(neighbor);
}
}
}
});
});
}
group.finish();
}
/// Benchmark BFS traversal on random graphs
fn bfs_random(criterion: &mut Criterion) {
let mut group = criterion.benchmark_group("bfs_random");
group.measurement_time(MEASURE);
group.warm_up_time(WARM_UP);
for &size in &[100, 1_000] {
// Smaller sizes for random graphs
let edge_count = size * 2; // 2x edges for random connectivity
// SQLite backend
group.bench_with_input(BenchmarkId::new("sqlite", size), &size, |b, &size| {
b.iter(|| {
let temp_dir = create_benchmark_temp_dir();
let db_path = temp_dir.path().join("benchmark.db");
let graph = sqlitegraph::open_graph(&db_path, &sqlitegraph::GraphConfig::sqlite())
.expect("Failed to create graph");
// Create random graph using individual insertions
let mut node_ids = Vec::new();
for i in 0..size {
let node_id = graph
.insert_node(NodeSpec {
kind: "Node".to_string(),
name: format!("node_{}", i),
file_path: None,
data: serde_json::json!({"id": i}),
})
.expect("Failed to insert node");
node_ids.push(node_id);
}
// Create random edges
use rand::RngCore;
let mut rng = rand::rngs::StdRng::seed_from_u64(0x5F3759DF);
for _ in 0..edge_count {
let from_idx = (rng.next_u32() as usize) % size;
let mut to_idx = (rng.next_u32() as usize) % size;
while to_idx == from_idx {
to_idx = (rng.next_u32() as usize) % size;
}
graph
.insert_edge(EdgeSpec {
from: node_ids[from_idx],
to: node_ids[to_idx],
edge_type: "random".to_string(),
data: serde_json::json!({"random_id": rng.next_u64()}),
})
.expect("Failed to insert edge");
}
// Perform BFS from first node
let _bfs_result = graph
.bfs(SnapshotId::current(), node_ids[0], 3)
.expect("Failed to perform BFS");
});
});
// Native backend
group.bench_with_input(BenchmarkId::new("native", size), &size, |b, &size| {
b.iter(|| {
let temp_dir = create_benchmark_temp_dir();
let db_path = temp_dir.path().join("benchmark.db");
let graph = sqlitegraph::open_graph(&db_path, &sqlitegraph::GraphConfig::native())
.expect("Failed to create graph");
// Create random graph using individual insertions
let mut node_ids = Vec::new();
for i in 0..size {
let node_id = graph
.insert_node(NodeSpec {
kind: "Node".to_string(),
name: format!("node_{}", i),
file_path: None,
data: serde_json::json!({"id": i}),
})
.expect("Failed to insert node");
node_ids.push(node_id);
}
// Create random edges
use rand::RngCore;
let mut rng = rand::rngs::StdRng::seed_from_u64(0x5F3759DF);
for _ in 0..edge_count {
let from_idx = (rng.next_u32() as usize) % size;
let mut to_idx = (rng.next_u32() as usize) % size;
while to_idx == from_idx {
to_idx = (rng.next_u32() as usize) % size;
}
graph
.insert_edge(EdgeSpec {
from: node_ids[from_idx],
to: node_ids[to_idx],
edge_type: "random".to_string(),
data: serde_json::json!({"random_id": rng.next_u64()}),
})
.expect("Failed to insert edge");
}
// Perform BFS from first node
let _bfs_result = graph
.bfs(SnapshotId::current(), node_ids[0], 3)
.expect("Failed to perform BFS");
std::mem::forget(temp_dir); // Prevent TempDir deletion during benchmark (V2 backend uses async file ops)
});
});
// In-memory CPU-only ceiling
group.bench_with_input(BenchmarkId::new("in_memory", size), &size, |b, &size| {
b.iter(|| {
let spec = BenchmarkGraph::new(size, edge_count, GraphTopology::Random);
let graph = BenchInMemoryGraph::from_spec(&spec);
// Simple BFS implementation
let mut visited = vec![false; graph.node_count()];
let mut queue = vec![0u32];
visited[0] = true;
while let Some(node) = queue.pop() {
for &neighbor in graph.neighbors(node) {
if !visited[neighbor as usize] {
visited[neighbor as usize] = true;
queue.push(neighbor);
}
}
}
});
});
}
group.finish();
}
criterion_group!(benches, bfs_chain, bfs_star, bfs_random);
criterion_main!(benches);