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chore: initial commit

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Théo LUDWIG 2024-06-22 22:52:12 +02:00
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[package]
name = "billion_row_challenge"
version = "1.0.0"
edition = "2021"
rust-version = "1.79.0"
[dependencies]
[dev-dependencies]
assert_cmd = "2.0.14"

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# MIT License
Copyright (c) Théo LUDWIG <contact@theoludwig.fr>
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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<h1 align="center">theoludwig/billion_row_challenge</h1>
<p align="center">
<strong>My Solution for the <a href="https://1brc.dev/">1 Billion Row Challenge</a>, implemented in the <a href="https://www.rust-lang.org/">Rust Programming Language</a>.</strong>
</p>
<p align="center">
<a href="https://github.com/theoludwig/billion_row_challenge/actions/workflows/ci.yml"><img src="https://github.com/theoludwig/billion_row_challenge/actions/workflows/ci.yml/badge.svg?branch=main" alt="CI" /></a>
<a href="https://www.rust-lang.org/"><img src="https://img.shields.io/badge/Rust%20MSRV-v1.79.0-blue?logo=rust" alt="Rust" /></a>
<a href="https://conventionalcommits.org"><img src="https://img.shields.io/badge/Conventional%20Commits-1.0.0-yellow.svg" alt="Conventional Commits" /></a>
<a href="./LICENSE"><img src="https://img.shields.io/badge/licence-MIT-blue.svg" alt="Licence MIT"/></a>
</p>
## About
1⃣🐝🏎 The One Billion Row Challenge (1BRC) is a fun exploration of how far modern programming languages (initally only Java) can be pushed to **calculate** the **min, max, and average of 1 billion measurements** as fast as possible.
The repository contains **my solution** for the [1BRC](https://1brc.dev/) challenge, implemented in the [Rust programming language](https://www.rust-lang.org/).
![1BRC](../1brc.png)
### Links
- <https://github.com/gunnarmorling/1brc>
- <https://www.morling.dev/blog/one-billion-row-challenge/>
- <https://1brc.dev/>
## Getting Started
### Prerequisites
- [Rust](https://www.rust-lang.org/) >= v1.79.0
- [Java](https://openjdk.org/) v21 (used to generate the 1 billion row data)
### Installation
```sh
# Clone the repository
git clone git@github.com:theoludwig/billion_row_challenge.git
# Go to the project root
cd billion_row_challenge
# Rust related commands
cargo run
cargo build --release
cargo test
cargo clippy --verbose -- -D warnings
cargo fmt -- --check
```
### Usage
```sh
# Build (optimized)
cargo build --release
# Usage: ./target/release/billion_row_challenge <input_file_path>
# Example with the tests fixture data
./target/release/billion_row_challenge ./tests/fixtures/10/input.txt
# Example with the 1 billion row data (not included in the repository, needs to be generated)
./target/release/billion_row_challenge measurements.txt
```
### Generate the 1 Billion Row Data (~12GB)
```sh
# Clone the 1brc repository
git clone git@github.com:gunnarmorling/1brc.git
# Go to the project root
cd 1brc
# Build the project using Apache Maven
./mvnw clean verify
# Create the `measurements.txt` file with 1B rows
./create_measurements.sh 1000000000
```
## Challenge Instructions
The text file contains temperature values for a range of weather stations. Each row is one measurement in the format `<string: station name>;<double: measurement>`, with the measurement value having exactly one fractional digit. The following shows ten rows as an example:
```txt
Hamburg;12.0
Bulawayo;8.9
Palembang;38.8
St. John's;15.2
Cracow;12.6
Bridgetown;26.9
Istanbul;6.2
Roseau;34.4
Conakry;31.2
Istanbul;23.0
```
The task is to write a program which reads the file, calculates the **min**, **mean**, and **max** temperature value **per weather station**, and emits the results on stdout like this (i.e. sorted alphabetically by station name, and the result values per station in the format `<min>/<mean>/<max>`, rounded to one fractional digit):
```txt
{Abha=-23.0/18.0/59.2, Abidjan=-16.2/26.0/67.3, Abéché=-10.0/29.4/69.0, Accra=-10.1/26.4/66.4, Addis Ababa=-23.7/16.0/67.0, Adelaide=-27.8/17.3/58.5, ...}
```
### Limits
- Input value ranges are as follows:
- **Station name:** non null UTF-8 string of min length 1 character and max length 100 bytes, containing neither `;` nor `\n` characters. (i.e. this could be 100 one-byte characters, or 50 two-byte characters, etc.).
- **Temperature value:** non null double between -99.9 (inclusive) and 99.9 (inclusive), always with one fractional digit.
- There is a maximum of $10,000$ unique station names.
- Line endings in the file are `\n` characters on all platforms.
- The rounding of output values must be done using the semantics of IEEE 754 rounding-direction "roundTowardPositive".
### Examples
See the [`tests/fixtures`](./tests/fixtures) folder for examples of input/output.
#### Input
```txt
Halifax;12.9
Zagreb;12.2
Cabo San Lucas;14.9
Adelaide;15.0
Ségou;25.7
Pittsburgh;9.7
Karachi;15.4
Xi'an;24.2
Dodoma;22.2
Tauranga;38.2
```
#### Output
```txt
{Adelaide=15.0/15.0/15.0, Cabo San Lucas=14.9/14.9/14.9, Dodoma=22.2/22.2/22.2, Halifax=12.9/12.9/12.9, Karachi=15.4/15.4/15.4, Pittsburgh=9.7/9.7/9.7, Ségou=25.7/25.7/25.7, Tauranga=38.2/38.2/38.2, Xi'an=24.2/24.2/24.2, Zagreb=12.2/12.2/12.2}
```
## License
[MIT](./LICENSE)

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fn main() {
println!("Hello, world!");
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Kunming;19.8

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{Kunming=19.8/19.8/19.8}

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Halifax;12.9
Zagreb;12.2
Cabo San Lucas;14.9
Adelaide;15.0
Ségou;25.7
Pittsburgh;9.7
Karachi;15.4
Xi'an;24.2
Dodoma;22.2
Tauranga;38.2

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{Adelaide=15.0/15.0/15.0, Cabo San Lucas=14.9/14.9/14.9, Dodoma=22.2/22.2/22.2, Halifax=12.9/12.9/12.9, Karachi=15.4/15.4/15.4, Pittsburgh=9.7/9.7/9.7, Ségou=25.7/25.7/25.7, Tauranga=38.2/38.2/38.2, Xi'an=24.2/24.2/24.2, Zagreb=12.2/12.2/12.2}

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Bosaso;19.2
Petropavlovsk-Kamchatsky;9.5

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{Bosaso=19.2/19.2/19.2, Petropavlovsk-Kamchatsky=9.5/9.5/9.5}

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Odesa1⃣🐝🏎;6.5
Canberra1⃣🐝🏎;5.2
Lhasa1⃣🐝🏎;13.4
Edinburgh1⃣🐝🏎;19.8
Da Nang1⃣🐝🏎;33.7
Xi'an1⃣🐝🏎;17.5
Berlin1⃣🐝🏎;-0.3
Tamanrasset1⃣🐝🏎;17.9
Abéché1⃣🐝🏎;27.3
Baghdad1⃣🐝🏎;26.0
Lyon1⃣🐝🏎;1.8
Mogadishu1⃣🐝🏎;11.5
Bangkok1⃣🐝🏎;25.6
Irkutsk1⃣🐝🏎;9.9
Parakou1⃣🐝🏎;36.3
Almaty1⃣🐝🏎;15.3
Birao1⃣🐝🏎;33.5
Chittagong1⃣🐝🏎;12.6
Tirana1⃣🐝🏎;27.7
Nashville1⃣🐝🏎;-4.9

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{Abéché1⃣🐝🏎=27.3/27.3/27.3, Almaty1⃣🐝🏎=15.3/15.3/15.3, Baghdad1⃣🐝🏎=26.0/26.0/26.0, Bangkok1⃣🐝🏎=25.6/25.6/25.6, Berlin1⃣🐝🏎=-0.3/-0.3/-0.3, Birao1⃣🐝🏎=33.5/33.5/33.5, Canberra1⃣🐝🏎=5.2/5.2/5.2, Chittagong1⃣🐝🏎=12.6/12.6/12.6, Da Nang1⃣🐝🏎=33.7/33.7/33.7, Edinburgh1⃣🐝🏎=19.8/19.8/19.8, Irkutsk1⃣🐝🏎=9.9/9.9/9.9, Lhasa1⃣🐝🏎=13.4/13.4/13.4, Lyon1⃣🐝🏎=1.8/1.8/1.8, Mogadishu1⃣🐝🏎=11.5/11.5/11.5, Nashville1⃣🐝🏎=-4.9/-4.9/-4.9, Odesa1⃣🐝🏎=6.5/6.5/6.5, Parakou1⃣🐝🏎=36.3/36.3/36.3, Tamanrasset1⃣🐝🏎=17.9/17.9/17.9, Tirana1⃣🐝🏎=27.7/27.7/27.7, Xi'an1⃣🐝🏎=17.5/17.5/17.5}

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Bosaso;5.0
Bosaso;20.0
Bosaso;-5.0
Bosaso;-15.0
Petropavlovsk-Kamchatsky;9.5
Petropavlovsk-Kamchatsky;-9.5

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{Bosaso=-15.0/1.3/20.0, Petropavlovsk-Kamchatsky=-9.5/0.0/9.5}

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Bosaso;-99.9
Petropavlovsk-Kamchatsky;99.9

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{Bosaso=-99.9/-99.9/-99.9, Petropavlovsk-Kamchatsky=99.9/99.9/99.9}

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aniCartagoEṭ ṬīraTemerinCormeilles-en-ParisisZawyat ech CheïkhS;25.4
picuíbaJhang CityTepicJayapuraRio BrancoToyamaFangtingSanandajDelhi CantonmentLinghaiShorāpurToy;13.0
lhuleuTacurongNavapolatskPiscoDera Ismail KhanLabéAltamiraCavite CityYevpatoriiaTait;22.8
āng;15.7
hanVarkkallaiPort LokoD;10.9
eLafayetteAsh Shaţ;14.2
AqabahPembaNowgongQu;12.9
inhoSökeDordrechtPoáLaloG;13.1
skişeh;12.9
rhamDera Ghazi KhanMiyazakiBhātpār;21.3
igButeboJuršinciKoaniImdinaNova VasDestrnikVarvarinSkopunGornji PetrovciRibnicaKon TumŠavnikPodl;11.5
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ixButeboJuršinciKoaniImdinaNova VasDestrnikVarvarinSkomunGornji PetrovciRibnicaKon TumŠavnikPoul;0.1
B;8.9
C;38.9
nt-A;9.2
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os Reyes de SalgadoCinisello BalsamoKashibaH;20.0
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mazunchaleZrenjaninFouchanaSurtPanč;6.7
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iudad Melchor MúzquizQuinhámelDa;40.5
ChesterLobnyaSan LeandroHemeiSolweziGrand BourgKaliboS;23.4
cotánSan Ramón de la Nueva OránWausauGbaweTailaiRochester HillsVilla ElisaToba TekS;11.2
raKielSibuYatoParanáSanta ClaraYamagataKatihārBeykozImperat;13.5
l ;14.6
TanjungpinangKasselHaldiaLuxorLạng SơnAt TājīTaraka;10.6
MirnaPehčevoRopažiGus;16.7
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oCanagatanHelsinkiJabalpurProvidenceRuchengNizhniy NovgorodAhvāzJeparaShaoyangComayagüe;17.3
ça PaulistaDarmstadtZhengdingPindamonhangabaEnschedeGirónUttarpāraHeidelbergK;6.0
en IslandKota BharuCiudad López MateosCelayaVinhDuyunLos MochisAjmānNyalaLarkanaWichitaNishi;11.9

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{B=8.9/8.9/8.9, C=38.9/38.9/38.9, CabindaKermānZunhuaRochesterValenzuelaOrūmīyehWugangShuangqiaoTshikapa=3.0/3.0/3.0, ChesterLobnyaSan LeandroHemeiSolweziGrand BourgKaliboS=23.4/23.4/23.4, MirnaPehčevoRopažiGus=16.7/16.7/16.7, PototanSahuayo de MorelosBambergMosigkauFrancisco BeltrãoJelenia GóraTelêmaco Borb=17.5/17.5/17.5, TanjungpinangKasselHaldiaLuxorLạng SơnAt TājīTaraka=10.6/10.6/10.6, aniCartagoEṭ ṬīraTemerinCormeilles-en-ParisisZawyat ech CheïkhS=25.4/25.4/25.4, burgazAl ḨawīyahSalamancaMbanza KongoNchelengeZhangaözenTurbatMatiMangghystaūMalak=21.5/21.5/21.5, cotánSan Ramón de la Nueva OránWausauGbaweTailaiRochester HillsVilla ElisaToba TekS=11.2/11.2/11.2, eLafayetteAsh Shaţ=14.2/14.2/14.2, en IslandKota BharuCiudad López MateosCelayaVinhDuyunLos MochisAjmānNyalaLarkanaWichitaNishi=11.9/11.9/11.9, epé=28.2/28.2/28.2, hanVarkkallaiPort LokoD=10.9/10.9/10.9, iCoahuitlánRabatJahāngīrpur SālkhaniCamUniversity of California-Santa BarbaraSerravalleTelkathuM=13.4/13.4/13.4, igButeboJuršinciKoaniImdinaNova VasDestrnikVarvarinSkomunGornji PetrovciRibnicaKon TumŠavnikPoul=22.5/22.5/22.5, igButeboJuršinciKoaniImdinaNova VasDestrnikVarvarinSkopunGornji PetrovciRibnicaKon TumŠavnikPodl=11.5/11.5/11.5, igButeboJuršinciKoaniImdinaNova VasDestrnikVarvarinSkopunGornji PetrovciRibnicaKon TumŠavnikPoul=18.5/18.5/18.5, inhoSökeDordrechtPoáLaloG=13.1/13.1/13.1, iudad Melchor MúzquizQuinhámelDa=40.5/40.5/40.5, ixButeboJuršinciKoaniImdinaNova VasDestrnikVarvarinSkomunGornji PetrovciRibnicaKon TumŠavnikPoul=0.1/0.1/0.1, l =14.6/14.6/14.6, lhuleuTacurongNavapolatskPiscoDera Ismail KhanLabéAltamiraCavite CityYevpatoriiaTait=22.8/22.8/22.8, liLoretoPlacentiaAliso ViejoChomaPen-y-Bont ar OgwrCojutepeque=12.4/12.4/12.4, lioúpoliBarahonaHoPhuketLe BardoBuena ParkKayesChampigny-sur-MarneHaskovoChathamBatleyEsteioRe=22.5/22.5/22.5, m el Bo=14.6/14.6/14.6, mazunchaleZrenjaninFouchanaSurtPanč=6.7/6.7/6.7, ngoDübendorfC=11.7/11.7/11.7, nt-A=9.2/9.2/9.2, ntington StationKampong SpeuKakataMoschátoBressoVentspilsSaint-CloudTamboSidi SmaiilDandenon=14.6/14.6/14.6, oCanagatanHelsinkiJabalpurProvidenceRuchengNizhniy NovgorodAhvāzJeparaShaoyangComayagüe=17.3/17.3/17.3, oGumlāSamā=14.9/14.9/14.9, os Reyes de SalgadoCinisello BalsamoKashibaH=20.0/20.0/20.0, picuíbaJhang CityTepicJayapuraRio BrancoToyamaFangtingSanandajDelhi CantonmentLinghaiShorāpurToy=13.0/13.0/13.0, raKielSibuYatoParanáSanta ClaraYamagataKatihārBeykozImperat=13.5/13.5/13.5, rhamDera Ghazi KhanMiyazakiBhātpār=21.3/21.3/21.3, rugarhVerāvalAlagoinhasEdremitBandırmaSalavatGandajikaLucapaLeesburgTamaRas Tan=10.9/10.9/10.9, skişeh=12.9/12.9/12.9, venGaopingDunhuaAz ZarqāSylhetKaihuaCaerdyddJāmnagarFuyuanGayaFlorianópolisC=1.9/1.9/1.9, y-le-MoutierSantArpinoPljevljaRo=0.8/0.8/0.8, ça PaulistaDarmstadtZhengdingPindamonhangabaEnschedeGirónUttarpāraHeidelbergK=6.0/6.0/6.0, üSosnowiecTanauanMya=18.4/18.4/18.4, ālSongnimSanto TomasKoiduHoshangābādOpoleNovocheboksarskArarasKhannaPunoKoforiduaAhmadpur E=19.4/19.4/19.4, āng=15.7/15.7/15.7, ġFis=9.6/9.6/9.6, AqabahPembaNowgongQu=12.9/12.9/12.9}

3
tests/fixtures/dot/input.txt vendored Normal file
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.;1.0
-;1.0
-;2.0

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{-=1.0/1.5/2.0, .=1.0/1.0/1.0}

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tests/fixtures/rounding/input.txt vendored Normal file

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tests/fixtures/rounding/output.txt vendored Normal file
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{ham=14.6/25.5/33.6, jel=-9.0/18.0/46.5}

3
tests/fixtures/short/input.txt vendored Normal file
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a;1.0
b;1.0
b;2.0

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tests/fixtures/short/output.txt vendored Normal file
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{a=1.0/1.0/1.0, b=1.0/1.5/2.0}

1
tests/fixtures/shortest/input.txt vendored Normal file
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a;1.0

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tests/fixtures/shortest/output.txt vendored Normal file
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{a=1.0/1.0/1.0}

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