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use crate::core::state::accumulator_id::accumulators;
use crate::core::state::compute_state::ComputeStateVec;
use crate::db::task::context::Context;
use crate::db::task::task::{ATask, Job, Step};
use crate::db::task::task_runner::TaskRunner;
use crate::db::view_api::*;
use rustc_hash::FxHashSet;
/// Computes the number of triangles in a graph using a fast algorithm
///
/// # Arguments
///
/// * `g` - A reference to the graph
/// * `window` - A range indicating the temporal window to consider
///
/// # Returns
///
/// An optional integer containing the number of triangles in the graph. If the computation failed,
/// the function returns `None`.
///
/// # Example
/// ```rust
/// use std::{cmp::Reverse, iter::once};
/// use raphtory::db::graph::Graph;
/// use raphtory::algorithms::triangle_count::triangle_count;
///
/// let graph = Graph::new(2);
///
/// let edges = vec![
/// // triangle 1
/// (1, 2, 1),
/// (2, 3, 1),
/// (3, 1, 1),
/// //triangle 2
/// (4, 5, 1),
/// (5, 6, 1),
/// (6, 4, 1),
/// // triangle 4 and 5
/// (7, 8, 2),
/// (8, 9, 3),
/// (9, 7, 4),
/// (8, 10, 5),
/// (10, 9, 6),
/// ];
///
/// for (src, dst, ts) in edges {
/// graph.add_edge(ts, src, dst, &vec![], None);
/// }
///
/// let actual_tri_count = triangle_count(&graph, None);
/// ```
///
pub fn triangle_count<G: GraphViewOps>(g: &G, threads: Option<usize>) -> usize {
let mut ctx: Context<G, ComputeStateVec> = g.into();
let neighbours_set = accumulators::hash_set::<u64>(0);
let count = accumulators::sum::<usize>(1);
ctx.agg(neighbours_set);
ctx.global_agg(count);
let step1 = ATask::new(move |s| {
for t in s.neighbours() {
if s.id() > t.id() {
t.update(&neighbours_set, s.id());
}
}
Step::Continue
});
let step2 = ATask::new(move |s| {
for t in s.neighbours() {
if s.id() > t.id() {
let intersection_count = {
// when using entry() we need to make sure the reference is released before we can update the state, otherwise we break the Rc<RefCell<_>> invariant
// where there can either be one mutable or many immutable references
match (
s.entry(&neighbours_set)
.read_ref()
.unwrap_or(&FxHashSet::default()),
t.entry(&neighbours_set)
.read_ref()
.unwrap_or(&FxHashSet::default()),
) {
(s_set, t_set) => {
let intersection = s_set.intersection(t_set);
intersection.count()
}
}
};
s.global_update(&count, intersection_count);
}
}
Step::Continue
});
let init_tasks = vec![Job::new(step1)];
let tasks = vec![Job::new(step2)];
let mut runner: TaskRunner<G, _> = TaskRunner::new(ctx);
runner.run(
init_tasks,
tasks,
(),
|egs, _, _, _| egs.finalize(&count),
threads,
1,
None,
None,
)
}
#[cfg(test)]
mod triangle_count_tests {
use super::*;
use crate::db::graph::Graph;
#[test]
fn triangle_count_1() {
let graph = Graph::new(2);
let edges = vec![
// triangle 1
(1, 2, 1),
(2, 3, 1),
(3, 1, 1),
//triangle 2
(4, 5, 1),
(5, 6, 1),
(6, 4, 1),
// triangle 4 and 5
(7, 8, 2),
(8, 9, 3),
(9, 7, 4),
(8, 10, 5),
(10, 9, 6),
];
for (src, dst, ts) in edges {
graph.add_edge(ts, src, dst, &vec![], None).unwrap();
}
let actual_tri_count = triangle_count(&graph, Some(2));
assert_eq!(actual_tri_count, 4)
}
#[test]
fn triangle_count_3() {
let graph = Graph::new(2);
let edges = vec![
(1, 2, 1),
(1, 3, 2),
(1, 4, 3),
(3, 1, 4),
(3, 4, 5),
(3, 5, 6),
(4, 5, 7),
(5, 6, 8),
(5, 8, 9),
(7, 5, 10),
(8, 5, 11),
(1, 9, 12),
(9, 1, 13),
(6, 3, 14),
(4, 8, 15),
(8, 3, 16),
(5, 10, 17),
(10, 5, 18),
(10, 8, 19),
(1, 11, 20),
(11, 1, 21),
(9, 11, 22),
(11, 9, 23),
];
for (src, dst, ts) in edges {
graph.add_edge(ts, src, dst, &vec![], None).unwrap();
}
let actual_tri_count = triangle_count(&graph, None);
assert_eq!(actual_tri_count, 8)
}
}