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Fastest yet with scaled integers instead of floats

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This commit is contained in:
Fabian Schmidt 2024-07-22 13:57:03 +02:00
parent 105f5bb74e
commit a3b6075b6a
8 changed files with 149 additions and 1500 deletions
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1306
src/main/rust/Cargo.lock generated
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File diff suppressed because it is too large Load Diff

7
src/main/rust/Cargo.toml
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@ -1,5 +1,5 @@
[package]
name = "rust"
name = "onebrc"
version = "0.1.0"
edition = "2021"
@ -8,12 +8,9 @@ edition = "2021"
[dependencies]
bstr = "1.9.1"
fast-float = "0.2.0"
hashbrown = "0.14.3"
memchr = "2.7.4"
memmap = "0.7.0"
polars = { version = "0.36.2", features = ["csv", "lazy", "nightly", "streaming"]}
#polars = { version = "0.36.2", features = ["csv", "lazy", "nightly", "streaming"]}
rayon = "1.10.0"
rustc-hash = "2.0.0"
[build]
rustflags = ["-C target-cpu=native"]

90
src/main/rust/src/bin/multi_threaded.rs
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@ -4,61 +4,40 @@ use std::{
sync::{Arc, Mutex},
thread,
};
use hashbrown::HashMap;
#[derive(Clone, Copy)]
struct StationMeasurements {
min: f64,
max: f64,
count: usize,
sum: f64,
}
use std::collections::HashMap;
use std::time::Instant;
const DEFAULT_HASHMAP_LENGTH: usize = 10000;
fn main() {
let stations: Arc<Mutex<HashMap<String, StationMeasurements>>> =
let now = Instant::now();
let stations: Arc<Mutex<HashMap<String, onebrc::StationMeasurements>>> =
Arc::new(Mutex::new(HashMap::with_capacity(DEFAULT_HASHMAP_LENGTH)));
let cores: usize = std::thread::available_parallelism().unwrap().into();
let cores: usize = thread::available_parallelism().unwrap().into();
let chunk_length = 1_000_000_000 / cores;
let mut handles = vec![];
for i in 0..cores {
let file = File::open("../measurements.txt").expect("File measurements.txt not found");
let file = File::open("../../../measurements.txt").expect("File measurements.txt not found");
let reader = BufReader::new(file);
let line_chunk = reader.lines().skip(chunk_length * i).take(chunk_length);
let stations_clone = stations.clone();
let handle = thread::spawn(move || {
let mut t_stations: HashMap<String, StationMeasurements> =
let mut t_stations: HashMap<String, onebrc::StationMeasurements> =
HashMap::with_capacity(DEFAULT_HASHMAP_LENGTH);
let mut line_num = 0;
for line in line_chunk {
line_num += 1;
let lineprint = chunk_length / 500;
if line_num % lineprint == 0 {
println!("Thread #{i}");
let formatted_line_num = format_nums(line_num);
println!("Calculated {formatted_line_num} stations");
}
let now_read_line = Instant::now();
println!("Start reading lines in thread {i}");
line_chunk.for_each(|line| {
let line = line.expect("could not read line");
if line_num < 10 {
println!("{}", line);
}
let (station, temp) = line.split_once(';').expect("Error while splitting");
let temp = temp.parse().expect("Error while parsing temperature");
let temp = onebrc::parse_temp(temp.as_bytes());
let measurements_option = t_stations.get_mut(station);
if let Some(measurements) = measurements_option {
if temp < measurements.min {
measurements.min = temp;
} else if temp > measurements.max {
measurements.max = temp;
}
measurements.count += 1;
measurements.sum += temp;
measurements.update(temp);
} else {
let measurements = StationMeasurements {
let measurements = onebrc::StationMeasurements {
min: temp,
max: temp,
count: 1,
@ -66,43 +45,32 @@ fn main() {
};
t_stations.insert(station.to_owned(), measurements);
}
}
let mut stations_guard = stations_clone.lock().expect("Error while locking");
});
println!("Time reading lines in thread {i}={} μs", now_read_line.elapsed().as_micros());
let now_insert_line = Instant::now();
println!("Start inserting lines in thread {i}");
for (station, measurements) in t_stations.iter() {
let mut stations_guard = stations_clone.lock().expect("Error while locking");
let joined_measurements_options = stations_guard.get_mut(station.as_str());
if let Some(joined_measurements) = joined_measurements_options {
if measurements.min < joined_measurements.min {
joined_measurements.min = measurements.min;
} else if measurements.max > joined_measurements.max {
joined_measurements.max = measurements.max;
}
joined_measurements.count += measurements.count;
joined_measurements.sum += measurements.sum;
joined_measurements.merge(measurements);
} else {
stations_guard.insert(station.to_owned(), *measurements);
}
}
println!("Time inserting lines in thread {i}={} μs", now_insert_line.elapsed().as_micros());
});
handles.push(handle);
}
for handle in handles {
handle.join().unwrap();
}
for (station, measurments) in stations.lock().unwrap().iter() {
let min = measurments.min;
let max = measurments.max;
let avg = measurments.sum / measurments.count as f64;
println!("{station}={min}/{max}/{avg:.2}");
}
}
fn format_nums(num: usize) -> String {
num.to_string()
.as_bytes()
.rchunks(3)
.rev()
.map(std::str::from_utf8)
.collect::<Result<Vec<&str>, _>>()
.unwrap()
.join("_")
let mut stations: Vec<String> = stations.lock().unwrap().iter().map(|(&ref station, &ref measurements)| {
let measurements = measurements.to_string();
format!("{station}={measurements}")
}).collect();
stations.sort();
let stations = stations.join(",");
println!("{{{stations}}}");
println!("Time={} μs", now.elapsed().as_micros());
}

2
src/main/rust/src/bin/polars.rs
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@ -9,7 +9,7 @@ fn run_polars() -> Result<DataFrame, PolarsError> {
let f2: Field = Field::new("measure", DataType::Float64);
let sc: Schema = Schema::from_iter(vec![f1, f2]);
let q = LazyCsvReader::new("../measurements.txt")
let q = LazyCsvReader::new("../../../measurements.txt")
.has_header(false)
.with_schema(Some(Arc::new(sc)))
.with_separator(b';')

3
src/main/rust/src/bin/referenceImpl.rs
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@ -68,7 +68,8 @@ fn merge<'a>(a: &mut HashMap<&'a BStr, State>, b: &HashMap<&'a BStr, State>) {
}
fn main() {
let cores: usize = std::thread::available_parallelism().unwrap().into();
//let cores: usize = std::thread::available_parallelism().unwrap().into();
let cores: usize = 1;
let path = match std::env::args().skip(1).next() {
Some(path) => path,
None => "measurements.txt".to_owned(),

64
src/main/rust/src/bin/single_thread.rs
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@ -2,71 +2,43 @@ use std::{
fs::File,
io::{BufRead, BufReader},
};
use std::collections::HashMap;
use std::time::Instant;
use hashbrown::HashMap;
struct StationMeasurements {
min: f64,
max: f64,
temps: Vec<f64>,
}
const DEFAULT_HASHMAP_LENGTH: usize = 10000;
fn main() {
let mut stations: HashMap<String, StationMeasurements> =
let now = Instant::now();
let mut stations: HashMap<String, onebrc::StationMeasurements> =
HashMap::with_capacity(DEFAULT_HASHMAP_LENGTH);
let file = File::open("../measurements.txt").expect("File measurements.txt not found");
let file = File::open("../../../measurements.txt").expect("File measurements.txt not found");
let reader = BufReader::new(file);
let mut line_num = 0;
for line_result in reader.lines() {
line_num += 1;
if line_num % 250000 == 0 {
let formatted_line_num = format_nums(line_num);
println!("Calculated {formatted_line_num} stations");
}
let line = line_result.expect("could not read line");
let (station, temp) = line.split_once(';').unwrap();
let temp = temp.parse().unwrap();
let temp = onebrc::parse_temp(temp.as_bytes());
let measurements_option = stations.get_mut(station);
if let Some(measurements) = measurements_option {
if temp < measurements.min {
measurements.min = temp;
} else if temp > measurements.max {
measurements.max = temp;
}
measurements.temps.push(temp);
measurements.update(temp);
} else {
let measurements = StationMeasurements {
let measurements = onebrc::StationMeasurements {
min: temp,
max: temp,
temps: vec![temp],
count: 1,
sum: temp,
};
stations.insert(station.to_owned(), measurements);
}
}
for (station, measurments) in stations {
let min = measurments.min;
let max = measurments.max;
let avg = avg(measurments.temps);
println!("{station}={min}/{max}/{avg}");
}
let mut stations: Vec<String> = stations.iter().map(|(&ref station, &ref measurements)| {
let measurements = measurements.to_string();
format!("{station}={measurements}")
}).collect();
stations.sort();
let stations = stations.join(",");
println!("{{{stations}}}");
println!("Time={} μs", now.elapsed().as_micros());
}
fn avg(temps: Vec<f64>) -> f64 {
let num_temps = temps.len() as f64;
let sum_temps: f64 = temps.iter().sum();
sum_temps / num_temps
}
fn format_nums(num: usize) -> String {
num.to_string()
.as_bytes()
.rchunks(3)
.rev()
.map(std::str::from_utf8)
.collect::<Result<Vec<&str>, _>>()
.unwrap()
.join("_")
}

67
src/main/rust/src/lib.rs Normal file
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@ -0,0 +1,67 @@
use std::fmt::Display;
#[derive(Copy, Clone)]
pub struct StationMeasurements {
pub min: isize,
pub max: isize,
pub count: isize,
pub sum: isize,
}
impl StationMeasurements {
pub fn update(&mut self, v: isize) {
self.min = self.min.min(v);
self.max = self.max.max(v);
self.count += 1;
self.sum += v;
}
pub fn merge(&mut self, other: &Self) {
self.min = self.min.min(other.min);
self.max = self.max.max(other.max);
self.count += other.count;
self.sum += other.sum;
}
}
impl Display for StationMeasurements {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
let min = self.min as f64 / 10.0;
let max = self.max as f64 / 10.0;
let avg = (self.sum as f64 / self.count as f64) / 10.0;
write!(f, "{min}/{avg:.1}/{max}")
}
}
pub fn format_nums(num: usize) -> String {
num.to_string()
.as_bytes()
.rchunks(3)
.rev()
.map(std::str::from_utf8)
.collect::<Result<Vec<&str>, _>>()
.unwrap()
.join("_")
}
#[inline]
pub const fn get_digit(b: u8) -> u32 {
(b as u32).wrapping_sub('0' as u32)
}
#[inline]
pub fn parse_temp(bytes: &[u8]) -> isize {
let is_negative = bytes[0] == b'-';
let as_decimal = match (is_negative, bytes.len()) {
(true, 4) => get_digit(bytes[1]) * 10 + get_digit(bytes[3]),
(true, 5) => get_digit(bytes[1]) * 100 + get_digit(bytes[2]) * 10 + get_digit(bytes[4]),
(false, 3) => get_digit(bytes[0]) * 10 + get_digit(bytes[2]),
(false, 4) => get_digit(bytes[0]) * 100 + get_digit(bytes[1]) * 10 + get_digit(bytes[3]),
_x => panic!(),
};
if is_negative {
-(as_decimal as isize)
} else {
as_decimal as isize
}
}

108
src/main/rust/src/main.rs
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@ -1,106 +1,8 @@
use std::{
fs::File,
io::{BufRead, BufReader},
sync::{Arc, Mutex},
thread,
};
use hashbrown::HashMap;
#[derive(Clone, Copy)]
struct StationMeasurements {
min: f64,
max: f64,
count: usize,
sum: f64,
}
fn main() {
let stations: Arc<Mutex<HashMap<String, StationMeasurements>>> =
Arc::new(Mutex::new(HashMap::new()));
//let cores: usize = std::thread::available_parallelism().unwrap().into();
let cores: usize = 4;
let chunk_length = 1_000_000_000 / cores;
let mut handles = vec![];
for i in 0..cores {
let file = File::open("../measurements.txt").expect("File measurements.txt not found");
let reader = BufReader::new(file);
let line_chunk = reader.lines().skip(chunk_length * i).take(chunk_length);
let stations_clone = stations.clone();
let handle = thread::spawn(move || {
let mut t_stations: HashMap<String, StationMeasurements> = HashMap::new();
let mut line_num = 0;
for line in line_chunk {
line_num += 1;
let lineprint = chunk_length / 500;
if line_num % lineprint == 0 {
println!("Thread #{i}");
let formatted_line_num = format_nums(line_num);
println!("Calculated {formatted_line_num} stations");
}
let line = line.expect("could not read line");
if line_num < 10 {
println!("{}", line);
}
let (station, temp) = line.split_once(';').expect("Error while splitting");
let temp = temp.parse().expect("Error while parsing temperature");
let measurements_option = t_stations.get_mut(station);
if let Some(measurements) = measurements_option {
if temp < measurements.min {
measurements.min = temp;
} else if temp > measurements.max {
measurements.max = temp;
}
measurements.count += 1;
measurements.sum += temp;
} else {
let measurements = StationMeasurements {
min: temp,
max: temp,
count: 1,
sum: temp,
};
t_stations.insert(station.to_owned(), measurements);
}
}
let mut stations_guard = stations_clone.lock().expect("Error while locking");
for (station, measurements) in t_stations.iter() {
let joined_measurements_options = stations_guard.get_mut(station.as_str());
if let Some(joined_measurements) = joined_measurements_options {
if measurements.min < joined_measurements.min {
joined_measurements.min = measurements.min;
} else if measurements.max > joined_measurements.max {
joined_measurements.max = measurements.max;
}
joined_measurements.count += measurements.count;
joined_measurements.sum += measurements.sum;
} else {
stations_guard.insert(station.to_owned(), *measurements);
}
}
});
handles.push(handle);
}
for handle in handles {
handle.join().unwrap();
}
for (station, measurments) in stations.lock().unwrap().iter() {
let min = measurments.min;
let max = measurments.max;
let avg = measurments.sum / measurments.count as f64;
println!("{station}={min}/{max}/{avg:.2}");
}
}
fn format_nums(num: usize) -> String {
num.to_string()
.as_bytes()
.rchunks(3)
.rev()
.map(std::str::from_utf8)
.collect::<Result<Vec<&str>, _>>()
.unwrap()
.join("_")
// let now = Instant::now();
// let file = File::open("../../../measurements.txt").expect("File measurements.txt not found");
// let reader = BufReader::new(file);
// reader.lines().for_each(|_x| {()});
// println!("Time={} μs", now.elapsed().as_micros());
}