test binary search against linear search
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874caff8b6
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.gitignore
vendored
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.gitignore
vendored
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/target
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9
Cargo.toml
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Cargo.toml
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[package]
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name = "search"
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version = "0.1.0"
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edition = "2021"
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# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
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[dependencies]
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rand = "0.8.5"
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99
src/main.rs
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src/main.rs
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use std::time::{Duration, Instant};
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use rand::random;
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fn main() {
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for i in 1..400 {
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let result = test_searches(500000 / i, i*2);
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println!("{} {} {}",
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result[0].as_nanos(), result[1].as_nanos(), result[2].as_nanos());
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}
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}
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fn test_searches(runs: usize, items: usize) -> Vec<Duration> {
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let mut lists: Vec<Vec<u64>> = Vec::new();
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let mut needles: Vec<u64> = Vec::new();
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for _ in 0..runs {
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let mut current_list: Vec<u64> = Vec::new();
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for _ in 0..items {
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current_list.push(random::<u64>());
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}
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needles.push(current_list[0]);
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current_list.sort();
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lists.push(current_list);
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}
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flush_caches();
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let start_time = Instant::now();
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for i in 0..runs {
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search_linear_functional(&lists[i], needles[i]);
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}
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let linear_functional_duration = Instant::now().duration_since(start_time);
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flush_caches();
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let start_time = Instant::now();
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for i in 0..runs {
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search_linear_naive(&lists[i], needles[i]);
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}
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let linear_naive_duration = Instant::now().duration_since(start_time);
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flush_caches();
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let start_time = Instant::now();
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for i in 0..runs {
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search_binary(&lists[i], needles[i]);
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}
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let binary_duration = Instant::now().duration_since(start_time);
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eprintln!("Tested {} runs of {} items each", runs, items);
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vec![linear_functional_duration, linear_naive_duration, binary_duration]
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}
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fn flush_caches() {
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let mut rnd: Vec<u64> = Vec::new();
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for _ in 0..10*1024*1024 {
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rnd.push(random::<u64>());
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}
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for i in 0..10*1024*1024 {
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if rnd[i] == i as u64 {
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eprintln!("that's a strange coincidence!");
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}
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}
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}
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fn search_binary(haystack: &[u64], needle: u64) {
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let index = haystack.binary_search(&needle).unwrap();
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if index as u64 == needle {
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eprintln!("that's a strange coincidence!");
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}
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}
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fn search_linear_functional(haystack: &[u64], needle: u64) {
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let index = haystack.iter().enumerate().skip_while(|(_,x)|**x != needle).next().unwrap().0;
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if index as u64 == needle {
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eprintln!("that's a strange coincidence!");
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}
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}
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fn search_linear_naive(haystack: &[u64], needle: u64) {
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let mut index = 0;
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for i in 0..haystack.len() {
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if haystack[i] == needle {
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index = i;
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break;
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}
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};
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if index as u64 == needle {
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eprintln!("that's a strange coincidence!");
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}
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}
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35
times.plt
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times.plt
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set log x
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set log y
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set xrange [1:1000]
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set yrange [1:1000]
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set grid
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set terminal pngcairo size 1024, 1024
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set output "times.png"
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# plot "data_new" using (($0+1)*2):($1*1.0/(500000/($0+1))) w l lw 2 lc 1 t "linear, iterator", \
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# "data_new" using (($0+1)*2):($2*1.0/(500000/($0+1))) w l lw 2 lc 2 t "linear, for loop", \
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# "data_new" using (($0+1)*2):($3*1.0/(500000/($0+1))) w l lw 2 lc 3 t "binary", \
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# "data_new2" using (($0+1)*2):($1*1.0/(500000/($0+1))) w l lw 2 lc 1 t "", \
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# "data_new2" using (($0+1)*2):($2*1.0/(500000/($0+1))) w l lw 2 lc 2 t "", \
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# "data_new2" using (($0+1)*2):($3*1.0/(500000/($0+1))) w l lw 2 lc 3 t "", \
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# "data_new3" using (($0+1)*2):($1*1.0/(500000/($0+1))) w l lw 2 lc 1 t "", \
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# "data_new3" using (($0+1)*2):($2*1.0/(500000/($0+1))) w l lw 2 lc 2 t "", \
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# "data_new3" using (($0+1)*2):($3*1.0/(500000/($0+1))) w l lw 2 lc 3 t "", \
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# "data_new4" using (($0+1)*2):($1*1.0/(500000/($0+1))) w l lw 2 lc 1 t "", \
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# "data_new4" using (($0+1)*2):($2*1.0/(500000/($0+1))) w l lw 2 lc 2 t "", \
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# "data_new4" using (($0+1)*2):($3*1.0/(500000/($0+1))) w l lw 2 lc 3 t "", \
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plot "data_new_avg" using (($0+1)*2):($1) w l lw 2 lc 1 t "linear search, iterator", \
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"data_new_avg" using (($0+1)*2):($2) w l lw 2 lc 2 t "linear search, loop", \
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"data_new_avg" using (($0+1)*2):($3) w l lw 2 lc 3 t "binary search", \
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# plot "data" using (($0+1)*1 ):($1/($0+1)/10000) w p pt 7 lc 1 t "linear functional", \
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# "data" using (($0+1)*1 ):($2/($0+1)/10000) w p pt 7 lc 2 t "linear naive", \
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# "data" using (($0+1)*1 ):($3/($0+1)/10000) w p pt 7 lc 3 t "binary", \
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# "data_big" using (($0+1)*100):($1/($0+1)/1000000) w p pt 7 lc 1 t "", \
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# "data_big" using (($0+1)*100):($2/($0+1)/1000000) w p pt 7 lc 2 t "", \
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# "data_big" using (($0+1)*100):($3/($0+1)/1000000) w p pt 7 lc 3 t ""
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# pause mouse keypress
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# reread
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