Add the LPT algorithm
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4 changed files with 39 additions and 1 deletions
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@ -65,13 +65,15 @@ algorithms in Rust and benchmark them. Let the battle begin.
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- `single thread`: No multi-threading or any optimization of any kind. Used as
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- `single thread`: No multi-threading or any optimization of any kind. Used as
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a reference.
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a reference.
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- `lpt`: Manual multi-threading. Tasks are sorted so the shortest ones are
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executed first. This is the [longest-processing-time-first algorithm][lpt].
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- `rayon`: Multi-threading provided by the `rayon` crate, but no optimization
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- `rayon`: Multi-threading provided by the `rayon` crate, but no optimization
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of any kind. Used as a reference.
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of any kind. Used as a reference.
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- `rayon sorted`: Multi-threading provided by the `rayon` crate. Tasks are
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- `rayon sorted`: Multi-threading provided by the `rayon` crate. Tasks are
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sorted so the shortest ones are executed first.
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sorted so the shortest ones are executed first.
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- `rayon sorted reverse`: Multi-threading provided by the `rayon` crate. Tasks
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- `rayon sorted reverse`: Multi-threading provided by the `rayon` crate. Tasks
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are sorted so the longest ones are executed first. This should behave as an
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are sorted so the longest ones are executed first. This should behave as an
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[LPT][lpt].
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LPT.
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- `rayon sorted reverse`: Similar to `rayon sorted reverse`, but tasks are
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- `rayon sorted reverse`: Similar to `rayon sorted reverse`, but tasks are
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sorted from shortest to longest and are then iterated in the reverse order.
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sorted from shortest to longest and are then iterated in the reverse order.
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@ -6,6 +6,7 @@ use rust_job_scheduling::Task;
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const TEST_DATA: &[(&str, &[Task])] = &[("10 tasks", T_10), ("500 tasks", T_500)];
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const TEST_DATA: &[(&str, &[Task])] = &[("10 tasks", T_10), ("500 tasks", T_500)];
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const TEST_FUNCS: &[(&str, &dyn Fn(&[Task]))] = &[
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const TEST_FUNCS: &[(&str, &dyn Fn(&[Task]))] = &[
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("single thread", &single_thread),
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("single thread", &single_thread),
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("lpt", &lpt),
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("rayon", &rayon),
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("rayon", &rayon),
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("rayon sorted", &rayon_sorted),
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("rayon sorted", &rayon_sorted),
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("rayon sorted reverse", &rayon_sorted_reverse),
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("rayon sorted reverse", &rayon_sorted_reverse),
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@ -1,5 +1,7 @@
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mod lpt;
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mod rayon;
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mod rayon;
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mod single_thread;
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mod single_thread;
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pub use lpt::lpt;
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pub use rayon::*;
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pub use rayon::*;
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pub use single_thread::single_thread;
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pub use single_thread::single_thread;
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33
src/algorithm/lpt.rs
Normal file
33
src/algorithm/lpt.rs
Normal file
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@ -0,0 +1,33 @@
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use crate::Task;
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use std::sync::{Arc, Mutex};
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use std::thread;
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pub fn lpt(data: &[Task]) {
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let mut data = data.to_vec();
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data.sort();
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let data_mt = Arc::new(Mutex::new(data));
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let nb_threads = thread::available_parallelism()
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.map(|n| n.get())
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.unwrap_or(1);
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let mut handles = Vec::with_capacity(nb_threads);
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for _ in 0..nb_threads {
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let dt = data_mt.clone();
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let h = thread::spawn(move || loop {
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let mut data = dt.lock().unwrap();
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let task = match data.pop() {
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Some(t) => t,
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None => {
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break;
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}
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};
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std::mem::drop(data);
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task.execute();
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});
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handles.push(h);
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}
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for h in handles {
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let _ = h.join();
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}
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}
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