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1brc

Java大数据处理性能挑战 10亿行测试

1BRC项目旨在测试Java处理大规模数据的能力。参与者需编写Java程序处理10亿行气象温度数据,计算各站点温度统计值。该挑战展示了Java在大数据处理方面的潜力,吸引开发者运用虚拟线程、SIMD指令等技术优化性能。截至2024年1月底,已收到逾百个实现,最快用时1.535秒完成处理。

1️⃣🐝🏎️ The One Billion Row Challenge

Status Feb 4: The final leaderboards have been published. Congrats to all the winners, and a big thank you to everyone participating in this challenge as well as to everyone helping to organize it!

Status Feb 3: All entries have been evaluated and I am in the process of finalizing the leaderboards.

Status Feb 1: The challenge has been closed for new submissions. No new pull requests for adding submissions are accepted at this time. Pending PRs will be evaluated over the next few days.

Status Jan 31: The challenge will close today at midnight UTC.

Status Jan 12: As there has been such a large number of entries to this challenge so far (100+), and this is becoming hard to manage, please only create new submissions if you expect them to run in 10 seconds or less on the evaluation machine.

Status Jan 1: This challenge is open for submissions!

Sponsorship

A big thank you to my employer Decodable for funding the evaluation environment and supporting this challenge!

The One Billion Row Challenge (1BRC) is a fun exploration of how far modern Java can be pushed for aggregating one billion rows from a text file. Grab all your (virtual) threads, reach out to SIMD, optimize your GC, or pull any other trick, and create the fastest implementation for solving this task!

1BRC

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:

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 Java 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):

{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, ...}

Submit your implementation by Jan 31 2024 and become part of the leaderboard!

Results

These are the results from running all entries into the challenge on eight cores of a Hetzner AX161 dedicated server (32 core AMD EPYC™ 7502P (Zen2), 128 GB RAM).

#Result (m:s.ms)ImplementationJDKSubmitterNotesCertificates
100:01.535link21.0.2-graalThomas Wuerthinger, Quan Anh Mai, Alfonso² PeterssenGraalVM native binary, uses UnsafeCertificate
200:01.587link21.0.2-graalArtsiom KorzunGraalVM native binary, uses UnsafeCertificate
300:01.608link21.0.2-graalJaromir HamalaGraalVM native binary, uses UnsafeCertificate
00:01.880link21.0.1-openSerkan ÖZALuses UnsafeCertificate
00:01.921link21.0.2-graalVan Phu DOGraalVM native binary, uses UnsafeCertificate
00:02.018link21.0.2-graalStephen Von WorleyGraalVM native binary, uses UnsafeCertificate
00:02.157link21.0.2-graalRoy van RijnGraalVM native binary, uses UnsafeCertificate
00:02.319link21.0.2-graalYavuz TasGraalVM native binary, uses UnsafeCertificate
00:02.332link21.0.2-graalMarko TopolnikGraalVM native binary, uses UnsafeCertificate
00:02.367link21.0.1-openQuan Anh Maiuses UnsafeCertificate
00:02.507link21.0.1-opengonixuses UnsafeCertificate
00:02.557link21.0.1-openyourwassuses UnsafeCertificate
00:02.820link22.ea.32-openLi Linuses UnsafeCertificate
00:02.995link21.0.2-graaltivrfoaGraalVM native binary, uses UnsafeCertificate
00:02.997link21.0.1-opengonixCertificate
00:03.095link21.0.2-graalJamal MullaGraalVM native binary, uses UnsafeCertificate
00:03.210link21.0.1-openQuan Anh MaiCertificate
00:03.298link21.0.1-graalSubrahmanyamuses UnsafeCertificate
00:03.431link21.0.1-graalRoman MusinGraalVM native binary, uses UnsafeCertificate
00:03.469link21.0.2-graalElliot BarlasGraalVM native binary, uses UnsafeCertificate
00:03.698link21.0.1-graalJason NochlinCertificate
00:03.785link21.0.2-graalzerninvGraalVM native binary, uses UnsafeCertificate
00:03.820link21.0.2-graalJohn ZiamosGraalVM native binary, uses UnsafeCertificate
00:03.902link21.0.1-openJuan PareraCertificate
00:03.966link21.0.1-openJin Cong Houses UnsafeCertificate
00:03.991link21.0.1-graalVaidhy Mayilrangamuses UnsafeCertificate
00:04.066link21.0.1-openJesseVanRooyuses UnsafeCertificate
00:04.101link21.0.2-graalJaime PoliduraGraalVM native binary, uses UnsafeCertificate
00:04.209link21.0.1-openGiovanni CuccuCertificate
00:04.474link21.0.1-openRoman StoffelCertificate
00:04.676link21.0.2-tem[Peter
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