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bench_parallelization.rs
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95 lines (83 loc) · 2.74 KB
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// cargo run --release --example bench_parallelization
// cargo run --release --example bench_parallelization -- --help
// cargo run --release --example bench_parallelization -- --len 50000 --num-repetitions 20
mod utils;
use clap::Parser;
use orx_imp_vec::*;
use orx_parallel::*;
use utils::timed_collect_all;
#[derive(Parser, Debug)]
struct Args {
/// Number of items in the input iterator.
#[arg(long, default_value_t = 1_000_000)]
len: usize,
/// Number of repetitions to measure time; total time will be reported.
#[arg(long, default_value_t = 100)]
num_repetitions: usize,
}
fn fibonacci(n: usize) -> usize {
let mut a = 0;
let mut b = 1;
for _ in 0..n {
let c = a + b;
a = b;
b = c;
}
a
}
fn main() {
let args = Args::parse();
let expected_output = {
let split_vec: SplitVec<_> = (0..args.len as usize).collect();
split_vec
.into_iter()
.filter(|x| x % 3 != 0)
.map(|x| x + fibonacci(x % 40))
.filter_map(|x| (x % 2 == 0).then(|| x.to_string()))
.collect::<Vec<_>>()
};
let computations: Vec<(&str, Box<dyn Fn() -> Vec<String>>)> = vec![
(
"Sequential over Vec",
Box::new(move || {
let split_vec: SplitVec<_> = (0..args.len as usize).collect();
split_vec
.into_iter()
.filter(|x| x % 3 != 0)
.map(|x| x + fibonacci(x % 40))
.filter_map(|x| (x % 2 == 0).then(|| x.to_string()))
.collect::<Vec<_>>()
}),
),
(
"Parallelized over Vec using orx_parallel",
Box::new(move || {
let vec: Vec<_> = (0..args.len as usize).collect();
vec.into_par()
.filter(|x| *x % 3 != 0)
.map(|x| x + fibonacci(x % 40))
.filter_map(|x| (x % 2 == 0).then(|| x.to_string()))
.collect::<Vec<_>>()
}),
),
(
"Parallelized over ImpVec using orx_parallel",
Box::new(move || {
let imp_vec: ImpVec<_> = (0..args.len as usize).collect();
imp_vec
.into_par() // replace iter (into_iter) with par (into_par) to parallelize !
.filter(|x| *x % 3 != 0)
.map(|x| x + fibonacci(x % 40))
.filter(|x| x % 2 == 0)
.map(|x| x.to_string())
.collect::<Vec<_>>()
}),
),
];
timed_collect_all(
"benchmark_parallelization",
args.num_repetitions,
&expected_output,
&computations,
);
}