reading graph data
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@ -1 +1,2 @@
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/target
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result/
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49
src/main.rs
49
src/main.rs
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@ -13,6 +13,8 @@ struct Edge {
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weight: f32,
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}
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type EdgeMatrix = Arc<RwLock<Vec<Vec<Edge>>>>;
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fn nodes_list(size: usize) -> Arc<Vec<RwLock<Node>>> {
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let mut nodes = Vec::new();
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for _ in 0..size {
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@ -25,39 +27,62 @@ fn nodes_list(size: usize) -> Arc<Vec<RwLock<Node>>> {
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Arc::new(nodes)
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}
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fn connection_matrix(size: usize) -> Arc<RwLock<Vec<Vec<Edge>>>> {
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let mut rng = rand::thread_rng();
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fn connection_matrix(size: usize) -> EdgeMatrix {
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let mut matrix = Vec::with_capacity(size);
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for _ in 0..size {
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let mut row = Vec::with_capacity(size);
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for _ in 0..size {
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let p: f32 = rng.gen();
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row.push(Edge { weight: if p < 0.1 {1.0} else {0.0} });
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row.push(Edge { weight: 0.0});
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}
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matrix.push(row);
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}
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Arc::new(RwLock::new(matrix))
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}
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/**
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* Read Graph data from file
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* Format:
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* - Little endian
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* - 4 bytes: number of nodes(int)
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* - 12 bytes: nodeA(int), nodeB(int), weight(float)
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*/
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fn read_graph(file_name: &str) -> (usize, EdgeMatrix) {
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let mut file = File::open(file_name).expect("file not found");
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let mut size_buffer = [0; 4];
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file.read_exact(&mut size_buffer).expect("buffer overflow");
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let size = u32::from_le_bytes(size_buffer) as usize;
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let matrix_ptr = connection_matrix(size);
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{
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let mut matrix = matrix_ptr.write().unwrap();
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let mut buffer = [0; 12];
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while file.read_exact(&mut buffer).is_ok() {
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let node_a = u32::from_le_bytes(buffer[0..4].try_into().unwrap()) as usize;
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let node_b = u32::from_le_bytes(buffer[4..8].try_into().unwrap()) as usize;
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let weight = f32::from_le_bytes(buffer[8..12].try_into().unwrap());
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matrix[node_a][node_b].weight = weight;
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matrix[node_b][node_a].weight = weight;
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}
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}
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(size, matrix_ptr)
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}
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fn main() -> std::io::Result<()> {
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const C_REP: f32 = 0.1;
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const C_SPRING: f32 = 0.1;
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const ITER: usize = 200;
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const THREADS: usize = 8;
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let size = 5000;
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let threads = 8;
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// let edges = connection_matrix(size);
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let (size, edges): (usize, EdgeMatrix) = read_graph("../graph.bin");
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println!("Size: {}", size);
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let nodes = nodes_list(size);
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let nodes_next = nodes_list(size);
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let edges = connection_matrix(size);
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for epoch in 0..ITER {
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let mut handles = vec![];
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let chunks = size / threads;
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for i in 0..threads {
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let chunks = size / THREADS;
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for i in 0..THREADS {
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let nodes = nodes.clone();
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let nodes_next = nodes_next.clone();
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let edges = edges.clone();
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