20240822 New in this release: * --fast disables a lot of functionality to speed up running jobs. * Bug fixes and man page updates. News about GNU Parallel: * Job requiring GNU Parallel knowledge https://www.capgemini.com/ca-en/jobs/Id6D4pEBZ6aB2WPS2aAJ/systems-engineer/ 20240822 New in this release: * --match Match input source with regexp to set replacement fields. * {:%fmt} Use printf formatting of replacement strings. * Bug fixes and man page updates. News about GNU Parallel: * Powerful GNU parallel, more than a loop https://www.linkedin.com/pulse/powerful-gnu-parallel-more-than-loop-zhenguo-zhang-18dxc * How To Increase File Transfer Speed Using Parallel Rsync? https://contentbase.com/blog/increase-file-transfer-speed-parallel-rsync/ * Converting WebP Images to PNG Using parallel and dwebp https://bytefreaks.net/2024/07/27 * Turbocharging the Box CLI with GNU Parallel https://medium.com/box-developer-blog/turbocharging-the-box-cli-with-gnu-parallel-ee44c48811c0 20240722 New in this release: * No new features. This is a candidate for a stable release. * Bug fixes and man page updates. News about GNU Parallel: * Scientific Workflows at Scale using GNU Parallel https://web.cvent.com/event/f318e73c-2230-432a-a044-b75625020543/websitePage:afd80266-008e-414b-9f94-2fd9b4dd1924?session=fe79a785-ec60-414c-8d2b-c29208f53d4c&shareLink=true * Use GNU Parallel to render blender movies distributed by a bunch of nodes https://github.com/tfmoraes/blender_gnu_parallel_render * Lessons Learned from Scaling to Multi-Terabyte Datasets https://v2thegreat.com/2024/06/19/lessons-learned-from-scaling-to-multi-terabyte-datasets/ * Efisiensi Maksimal: Cara Paralelisasi Perintah di CLI Linux https://medium.com/@nfrozi/efisiensi-maksimal-cara-paralelisasi-perintah-di-cli-linux-f4fda3afe2a0 * Introduction to GNU parallel https://datascience.101workbook.org/06-hpc/06-parallel/01-intro-to-gnu-parallel/#gsc.tab=0 20240622 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * Howto - Parallel: lanciare comandi in simultanea https://github.com/linuxhubit/linuxhub.it/blob/main/_posts/2024-06-14-howto-parallel-per-lanciare-comandi-in-simultanea.md * Implementing Concurrency in Shell Scripts https://dev.to/siddhantkcode/implementing-concurrency-in-shell-scripts-521o 20240522 New in this release: * --onall now supports sshpass - user:pass@host. * --memfree kills do not count as --retries. * Bug fixes and man page updates. 20240422 New in this release: * Bug fixes and man page updates. 20240322 New in this release: * Polarhome.com is down for good. This means that only platforms that can be run in Vagrant 2.3.7 on x86-64 will be supported going forward. * Bug fixes and man page updates. 20240222 New in this release: * Bug fixes and man page updates. 20240122 New in this release: * --sshlogin supports ranges: server[01-12,15] 10.0.[1-10].[2-254] * --plus enables {slot-1} and {seq-1} = {%}-1 and {#}-1 to count from 0. * env_parallel.{sh,ash,dash,bash,ksh,zsh} is now the same script. * Bug fixes and man page updates. 20231222 New in this release: * --combine-exec combines GNU Parallel with any executable. * Bug fixes and man page updates. News about GNU Parallel: * The first GNU Parallel video that seems to be completely AI generated: https://www.youtube.com/watch?v=Ie8eAhlEHOg * GNU Parallel and “fail immediately if any fails” problem https://antiarchitect.medium.com/gnu-parallel-and-fail-immediately-if-any-fails-problem-481ddea690ba 20231122 New in this release: * -a file1 -a +file2 will link file2 to file1 similar to ::::+ * --bar shows total time when all jobs are done. * Bug fixes and man page updates. News about GNU Parallel: * Using GNU Parallel in bash scripts to optimize python processes https://climate-cms.org/posts/2023-11-02-gnu-parallel.html 20231022 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * Resume long parallel jobs https://ginolhac.github.io/posts/2023-10-02_resume-parallel/index.html * Efficiency and Speed with GNU Parallel https://dev.to/0xog_pg/efficiency-and-speed-with-gnu-parallel-loo 20230922 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * This CLI Tool is AMAZING | Prime Reacts https://www.youtube.com/watch?v=ry49BZA-tgg * New Data Engineering Stack - GNU parallel https://www.linkedin.com/feed/update/urn:li:activity:7100509073149743104?updateEntityUrn=urn%3Ali%3Afs_feedUpdate%3A%28V2%2Curn%3Ali%3Aactivity%3A7100509073149743104%29 20230822 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * GNU Parallel, where have you been all my life? https://alexplescan.com/posts/2023/08/20/gnu-parallel/ * Parallel (multithreaded) music download from Youtube https://hrna.moe/?p=parallel-multithread-music-download 20230722 New in this release: * Time functions (e.g. yyyymmdd($secs) ) can now take secs since epoch as argument. * Bug fixes and man page updates. 20230622 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * Run faster in the terminal with Gnu Parallel https://www.youtube.com/watch?v=fSYVYsKXWP0 * Building an (Evil) Android Phone Bot Army http://blog.faucher.net/2023/05/building-evil-android-phone-bot-army.html 20230522 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * Introduction to parallel computing https://youtu.be/fvrHXV8yqU4?t=2874 * Script for summarizing GNU parallel joblog file https://github.com/gavinmdouglas/parallel_joblog_summary * How to copy a single file to multiple directories in Linux or Unix https://www.cyberciti.biz/faq/linux-unix-copy-a-file-to-multiple-directories-using-cp-command/ * Search in your Jupyter notebooks from the CLI, fast. https://dev.to/attilavm/search-in-your-jupyter-notebooks-from-the-cli-fast-1408 * Parallel Job Orchestration with GNU Parallel https://www.youtube.com/watch?v=2tVpUfND3LI * Optional Individual Submission 4 Job Handling 20266001 - GNU Parallel https://www.youtube.com/watch?v=eC_RPuFCcU8 * DOE Cross-facility Workflows Training - April 12, 2023 https://www.youtube.com/watch?v=Ke3sirM-aQQ * How to run MiXCR 4.x on multiple patient samples using GNU Parallel https://www.youtube.com/watch?v=OXg-WHlB_dk 20230422 New in this release: * --jobs evaluates expression: +3*log(55)% = ncpu*1.12 * Bug fixes and man page updates. News about GNU Parallel: * Running shell script in parallel https://w3toppers.com/running-shell-script-in-parallel/ * Simulating climate risk scenarios for the Amazon Rainforest https://aws.amazon.com/blogs/hpc/simulating-climate-risk-scenarios-for-the-amazon-rainforest/ * How To Use Your Entire CPU In Bash With Parallel https://bash-prompt.net/guides/parallell-bash/ * Bash - parallel command execution https://medium.com/linuxstories/bash-parallel-command-execution-d4bd7c7cc1d6 * 3 tips for faster batch post-pro https://www.cfdengine.com/newsletter/142/ 20230322 New in this release: * Better support for wide characters in --latest-line. * Support for rsync 3.2.7. * Bug fixes and man page updates. 20230222 New in this release: * parsort: --parallel now does closer to what you expect. * parallel: --files0 is --files but \0 separated. * Bug fixes and man page updates. News about GNU Parallel: * 5 great Perl scripts to keep in your sysadmin toolbox https://www.redhat.com/sysadmin/perl-scripts 20230122 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * The Best Ethical Hacking Tools of 2023 (and their basic usage) https://www.purevpn.com/blog/the-best-hacking-tools-of-2023/#11_GNU_Parallel * GNU Parallel: criando atividades em paralelo com shell script https://www.vivaolinux.com.br/artigo/GNU-Parallel-criando-atividades-em-paralelo-com-shell-script/ 20221222 New in this release: * --results works on more file systems (e.g. fat) * Joblog gives the same exit code as bash. News about GNU Parallel: * Programação Shell Linux: Paralelismo de processos com GNU parallel https://www.youtube.com/watch?v=duheTWLIrp8 * Talk Python: Data Science from the Command Line https://talkpython.fm/episodes/show/392/data-science-from-the-command-line 20221122 New in this release: * Support for IPv6 adresses and _ in hostnames in --sshlogin. * Use --total-jobs for --eta/--bar if generating jobs is slow. * A lot of bugs fixed in --latest-line. * Better support for MSYS2. * Better Text::CSV error messages. * --bar supports UTF8. * Bug fixes and man page updates. News about GNU Parallel: * GNU Parallel is now on Mastodon: @GNU_Parallel@hostux.social 20221022 New in this release: * --latest-line chops line length at terminal width. * Determine max command length faster on Microsoft Windows. News about GNU Parallel: * Distributed Task Processing with GNU Parallel https://www.youtube.com/watch?v=usbMLggdMgc * GNU Parallel workflow for many small, independent runs https://docs.csc.fi/support/tutorials/many/ * Copy a File To Multiple Directories With A Single Command on Linux https://www.linuxfordevices.com/tutorials/linux/copy-file-to-multiple-directories-with-one-command * Behind The Scenes: The Power Of Simple Command Line Tools At Cloud Scale https://blog.gdeltproject.org/behind-the-scenes-the-power-of-simple-command-line-tools-at-cloud-scale/ * Run lz4 compression in parallel using GNU parallel https://www.openguru.com/2022/09/ * Xargs / Parallel With Code Examples https://www.folkstalk.com/2022/09/xargs-parallel-with-code-examples.html * Parallel processing on a single node with GNU Parallel https://www3.cs.stonybrook.edu/~cse416/Section01/Slides/SeaWulfIntro_CSE416_09222022.pdf * Using GNU parallel painlessly -- from basics to bioinformatics job orchestration https://www.youtube.com/watch?v=qypUdm-IE9c 20220922 New in this release: * --colour-failed only changes output for failing jobs. * Password for --sshlogin can be put in $SSHPASS. * Examples are moved from `man parallel` to `man parallel_examples`. * Bug fixes and man page updates. News about GNU Parallel: * WOMM - Works On My Machine uses GNU Parallel https://pypi.org/project/womm/ 20220822 New in this release: * --header 0 allows using {filename} as replacement string * Bug fixes and man page updates. 20220722 New in this release: * --colour-failed will color output red if the job fails. * sql: support for InfluxDB. * Polarhome.com is dead, so these OSs are no longer supported: AIX HPUX IRIX Minix OPENSTEP OpenIndiana OpenServer QNX Solaris Syllable Tru64 Ultrix UnixWare. * Bug fixes and man page updates. 20220622 New in this release: * , can be used in --sshlogin if quoted as \, or ,, * --plus {/#regexp/str} replace ^regexp with str. * --plus {/%regexp/str} replace regexp$ with str. * --plus {//regexp/str} replace every regexp with str. * 'make install' installs bash+zsh completion files. * Bug fixes and man page updates. 20220522 New in this release: * --latest-line shows only the latest line of running jobs. * --color colors output in different colors per job (this obsoletes --ctag). * xargs compatibility: --process-slot-var foo sets $foo to jobslot-1. * xargs compatibility: --open-tty opens the terminal on stdin (standard input). * Bug fixes and man page updates. News about GNU Parallel: * Building a fault-tolerant work queue for command-line executions with GNU Parallel https://www.jvt.me/posts/2022/04/28/shell-queue/ * Make your code do more, with less https://www.blopig.com/blog/2022/05/make-your-code-do-more-with-less/ * W09 B IntroHPC II 20220513 gnu parallel https://www.youtube.com/watch?v=2udvC90rIa4 20220422 New in this release: * sash is no longer supported as shell. * --retries 0 is an alias for --retries 2147483647. * --shell-completion returns shell completion code. * --ssh-login-file reloads every second. * --parset is replaced with --_parset because it is only used internally. * sem --pipe passes STDIN (standard input) to the command. * Bug fixes and man page updates. 20220322 New in this release: * --sshlogin user:password@host is now supported by using sshpass. * Bug fixes and man page updates. News about GNU Parallel: * Bash: GNU Parallel with Curl https://gist.github.com/CMCDragonkai/5914e02df62137e47f32?permalink_comment_id=2617456 * The Pipe Operator Explained https://medium.com/geekculture/the-pipe-operator-explained-cbd41e23775a 20220222 New in this release: * Encoding of remote commands has changed. This limits the length of remote commands to less than half. It also requires $REMOTE_TMPDIR to be writable. It makes this release beta quality. * Time functions hh_mm_ss() hhmmss() hh_mm() hhmm() are now available for {= =}. * Many options in the man page for parallel now has 'see also' for related options. * parallel_options_map.pdf is a map showing which options other options relate to. * {uniq} added to --plus to only run jobs with unique values. * sem --fg exits with the exit code of the job. * Bug fixes and man page updates. 20220122 New in this release: * GNU Parallel turned 20 on the 2022-01-06 https://www.gnu.org/software/parallel/20th-birthday.html * Bug fixes and man page updates. News about GNU Parallel: * Save Time with Modern Search Techniques https://www.eventbrite.com/e/ohio-information-security-forum-january-2022-monthly-meeting-tickets-240632737997 * Bash "Fail immediately if any fails" https://morioh.com/p/a01b883dc57c * Re-encoding the EmacsConf videos with FFmpeg and GNU Parallel https://sachachua.com/blog/2021/12/re-encoding-the-emacsconf-videos-with-ffmpeg-and-gnu-parallel/ * Bash 平行 https://learntutorials.net/ja/bash/topic/10778/%E5%B9%B3%E8%A1%8C 20211222 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * The first version of Parallel will be 20 years on 2022-01-06 * HerrComp Intro HPC gnu parallel https://www.youtube.com/watch?v=tcgjKWfgWQY * 多数のファイルを処理する場合の工夫 https://qiita.com/toramili/items/44a770cfb9ef1edc9e26 * How To Install parallel on Ubuntu 20.04 https://installati.one/ubuntu/20.04/parallel/ * Distributing embarrassingly parallel tasks GNU Parallel https://ulhpc-tutorials.readthedocs.io/en/latest/sequential/gnu-parallel/ 20211122 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * Otimizando o seu Hacking com o GNU Parallel - Mateus Buogo https://www.youtube.com/watch?v=xIpPPZXDKGU * SMACK 12 - Do it faster! Simple ways to use all those cores (and GPUs) efficiently. https://www.youtube.com/watch?v=lXDGY7NvOYk 20211022 New in this release: * Don't postpone output until $jobslots jobs have been started. * Bug fixes and man page updates. News about GNU Parallel: * How to Install GNU Parallel using Anaconda | Linux https://www.youtube.com/watch?v=UwDNVP-L0qA * Install GNU Parallel from source code | Linux https://www.youtube.com/watch?v=PIyJH4ben5o * Compiling GNU Parallel on CentOS-7 https://thelinuxcluster.com/2021/10/19/compiling-gnu-parallel-on-centos-7/ 20210922 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * 3 Programs that will Level Up your Bash Game https://medium.com/codex/3-programs-that-will-level-up-your-bash-game-bf14e17e2291 * I Summarized 100+ Command-Line Tools for Data Scientists in 15 Minutes https://towardsdatascience.com/i-summarized-100-command-line-tools-for-data-scientists-in-15-minutes-976def544ffe * Speed up Your Builds by Parallelizing https://www.incredibuild.com/blog/speed-up-your-builds-by-parallelizing * Bash: GNU Parallel with Curl https://gist.github.com/dinh/93b936a55de9a331199d6582bc2921d2 20210822 New in this release: * --ctag/--ctagstring colors the tag in different colors for each job. * You can use unit prefixes (k, m, g, etc) with -n -N -L. * Bug fixes and man page updates. News about GNU Parallel: * Parallelising jobs with GNU parallel https://blog.ronin.cloud/gnu-parallel/ * Use multiple CPU Cores with your Linux commands - awk, sed, bzip2, grep, wc, etc. https://cdmana.com/2021/07/20210728132344693t.html * How to execute commands in parallel in Linux https://net2.com/how-to-execute-commands-in-parallel-in-linux/ 20210722 New in this release: * --results no longer prints the result to standard output (stdout) as voted in https://lists.gnu.org/archive/html/parallel/2020-12/msg00003.html * parset supports associative arrays in bash, ksh, zsh. * Online HTML is now generated by Sphinx. * Bug fixes and man page updates. News about GNU Parallel: * Cleaning Up Scanned Documents with Open Source Tools https://kaerumy.medium.com/cleaning-up-scanned-documents-with-open-source-tools-9d87e15305b 20210622 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * How to use GNU Parallel https://techtipbits.com/linux/how-to-use-gnu-parallel/ * How to Speed Up Bash Scripts with Multithreading and GNU Parallel https://adamtheautomator.com/how-to-speed-up-bash-scripts-with-multithreading-and-gnu-parallel/ * Use Parallel to split by line https://madflex.de/use-parallel-to-split-by-line/ * Optimizing long batch processes or ETL by using buff/cache properly II (parallelizing network operations) http://www.elsotanillo.net/2021/06/optimizing-long-batch-processes-or-etl-by-using-buff-cache-properly-ii-parallelizing-network-operations/ * Parallelization 3: GNU Parallel https://www.youtube.com/watch?v=Rl06WD60afA 20210522 New in this release: * --plus includes {%%regexp} and {##regexp}. * Bug fixes and man page updates. News about GNU Parallel: * Batch Calculate and Verify MD5 Checksum With GNU Parallel https://omicx.cc/posts/2021-04-28-calculate-and-verify-md5-checksum-with-gnu-parallel/ * HerrComp Gnu parallel, c++11 threads 2021 04 28 https://www.youtube.com/watch?v=wDd9F9nn0qA * Distributing embarrassingly parallel tasks GNU Parallel https://ulhpc-tutorials.readthedocs.io/en/latest/sequential/gnu-parallel/ * Job Parallelization on Niagara https://www.maryamdaryalal.com/post/job-parallelization-on-niagara * Use Parallel to split by line https://madflex.de/use-parallel-to-split-by-line/ * m1 multi-core batch convert with gpu parallel + ffmpeg https://www.youtube.com/watch?v=hAuc0YsXv6A 20210422 New in this release: * Bug fixes and man page updates. News about GNU Parallel: * Bioinformatics tutorials - linux and shell advanced - parallel https://www.youtube.com/watch?v=5leL8pyl0XA * GNU Parallel for quick gains https://edbennett.github.io/high-performance-python/04-gnu-parallel/index.html * Processing Linux Commands in Parallel https://www.baeldung.com/linux/processing-commands-in-parallel * GNU parallel https://docs-research-it.berkeley.edu/services/high-performance-computing/user-guide/running-your-jobs/gnu-parallel/ * GNU Parallel 활용 가이드https://genoglobe.com/kribb/gnu_parallel * Parallel Grep and Awk https://www.highonscience.com/blog/2021/03/21/parallel-grep/ * Getting things done with shell scripting https://doma.dev/blog/get-things-done-with-bash/ 20210322 * Bug fixes and man page updates. News about GNU Parallel: * The very first version of Parallel dated 2002-01-06 was found in an old backup: #!/usr/bin/perl $processes=shift; chomp(@jobs=<>); for (@jobs) { $jobnr++; push @makefile, (".PHONY : job$jobnr\n", "job$jobnr :\n", "\t$_\n"); } unshift @makefile, "all : ",(map { "job$_ " } 1 .. $jobnr),"\n"; open (MAKE, "| make -k -f - -j $processes") || die; print MAKE @makefile; close MAKE; * Introduction to GNU Parallel https://www.youtube.com/watch?v=Kj-6JkAqw-8 * Using GNU Parallel with GooseSLURM https://readthedocs.org/projects/gooseslurm/downloads/pdf/latest/#chapter.7 * Why GNU-parallel? https://github.com/lijingbu/omics/blob/main/why_gnu_parallel.md 20210222 * --filter only run jobs where the filter is true. The filter can contain replacement strings and Perl code such as: '{1} < {2}+1' * --template takes a text file as a template with replacement strings. Then it replaces the replacement strings and saves it under a new filename. * --plus implements {0%} {0#} replacement string for zero padded slot and sequence. * Warn that you probably mean -d '\r\n' if the first 3 values end in \r\n (DOS newline). * {= perlexpression =} must return the same value, if run twice on the same input. * Man pages available as .rst-format. * Bug fixes and man page updates. News about GNU Parallel: * A short tutorial on Gnu Parallel https://www.polarmicrobes.org/a-short-tutorial-on-gnu-parallel/ * 5 reasons why I love coding on Linux https://opensource.com/article/21/2/linux-programming * Simple Tutorial to install & use GNU Parallel https://medium.com/analytics-vidhya/simple-tutorial-to-install-use-gnu-parallel-79251120d618 * LiDO3 - first contact https://www.lido.tu-dortmund.de/cms/de/LiDO3/LiDO3_first_contact_handout.pdf * Rill Stage 2-1: Ways of command-line data analysis https://blog.jastix.biz/post/rill-stage-2-1-cli-data-analysis/ * Introduction to GNU Parallel https://blog.knoldus.com/introduction-to-gnu-parallel/ * GNU Parallel https://www.hahwul.com/cullinan/parallel/ 20210122 * --memsuspend suspends jobs when there is little memory free. This way you can run jobs in parallel that added up potentially will take up more RAM than is available. * $PARALLEL_ARGHOSTGROUPS and the replacement string {agrp} will give the hostgroup given on the argument when using --hostgroup. * Handy time functions for {= =}: yyyy_mm_dd_hh_mm_ss() yyyy_mm_dd_hh_mm() yyyy_mm_dd() yyyymmddhhmmss() yyyymmddhhmm() yyyymmdd() hash($str) * Bug fixes and man page updates. News about GNU Parallel: * Software Engineering For Scientists https://canvas.stanford.edu/courses/133091 * Optional Individual Submission 4 Job Handling - GNU Parallel https://www.youtube.com/watch?v=-tX0bFAYAxM * 关于gnu parallel:GnuParallel:在集群上并行化脚本,脚本将文件写入主 节点https://www.codenong.com/25172209/ * すぐ忘れてしまう、仕事で使う技 https://qiita.com/hana_shin/items/53c3c78525c9c758ae7c 20201222 * --pipe engine changed making --pipe alpha quality. * --results -.json outputs results as JSON objects on stdout (standard output). * --delay 123auto will auto-adjust --delay. If jobs fail due to being spawned too quickly, --delay will exponentially increase. * --plus sets {hgrp} that gives the intersection of the hostgroups of the job and the sshlogin that the job is run on. * Bug fixes and man page updates. News about GNU Parallel: * Best practices for accelerating data migrations using AWS Snowball Edge https://aws.amazon.com/blogs/storage/best-practices-for-accelerating-data-migrations-using-aws-snowball-edge/ * Pass the Output of a Command as an Argument for Another https://www.baeldung.com/linux/pass-cmd-output-as-an-argument * Warwick RSE Drop-in - Workflow Management Part 2 - GNU Parallel https://www.youtube.com/watch?v=t_v2Otgt87g 20201122 * Bug fixes and man page updates. News about GNU Parallel: * https://bash-prompt.net/guides/gnu-parallel-multi-server/ 20201022 * --termseq now works for jobs running remotely. * parsort: Performance optimized for 64-core machines. * Bug fixes and man page updates. News about GNU Parallel: * Juan Sierra Pons has made a testimonial: http://www.elsotanillo.net/wp-content/uploads/GnuParallel_JuanSierraPons.mp4 * 「翻译」在生物信息学中使用 GNU-Parallel https://cloud.tencent.com/developer/article/1705499 20200922 * New CPU detection for GNU/Linux. * Bug fixes and man page updates. News about GNU Parallel: * Aug 21, 2020 - More Unix tools https://floki.blog/2020/08/more_unix_tools 20200822 New in this release: * Max command line length is changed for MacOS - making this version beta quality for MacOS. * Bug fixes and man page updates. 20200722 New in this release: * No new functionality * Bug fixes and man page updates. News about GNU Parallel: * Tips for Running Jobs on your VM https://support.ehelp.edu.au/support/solutions/articles/6000089713-tips-for-running-jobs-on-your-vm#parallel * Introduction to GNU Parallel: Parallelizing Massive Individual Tasks https://www.youtube.com/watch?v=QSFLTEyCKvo * Slides for same http://www.hpc.lsu.edu/training/weekly-materials/2020-Spring/GNUParallel_Spring_2020.pdf * Linux-Fu: Parallel Universe https://hackaday.com/2020/06/29/linux-fu-parallel-universe/ * Resumable batch jobs with gnu parallel https://igor.io/parallel/ * Introducing Parallel into Shell https://www.petelawson.com/post/parallel-in-shell/ * AV1 encoding parallelization with GNU Parallel https://www.reddit.com/r/AV1/comments/fjvqp9/av1_encoding_parallelization_with_gnu_parallel/ * Beschleunigte Befehlsbearbeitung mit GNU Parallel https://www.linux-community.de/ausgaben/linuxuser/2013/06/beschleunigte-befehlsbearbeitung-mit-gnu-parallel/ 20200622 New in this release: * No new functionality * Bug fixes and man page updates. News about GNU Parallel: * GNU Parallel is used at NERSC: https://www.nersc.gov/assets/Uploads/08-Workflows-20200616.pdf * Resumable batch jobs with GNU Parallel https://igor.io/parallel/ * Lab Meeting technical talk https://www.slideshare.net/hoffmanlab/gnu-parallel-194030490 * Open Sky Software Website Credits https://www.openskysoftware.com/site-credits.htm * Speed up your Python Scripts using Ubuntu and GNU Parallel https://ecce.esri.ca/wpecce/2019/12/24/speed-up-your-python-scripts-using-ubuntu-and-gnu-parallel/ * Indispensable command-line tools https://negfeedback.blogspot.com/2020/05/indispensable-command-line-tools.html * GNU Parallel for simulations http://pdebuyl.be/blog/2020/gnu-parallel-for-simulations.html * Introduction to GNU parallel https://bioinformaticsworkbook.org/Appendix/GNUparallel/GNU_parallel_examples.html 20200522 New in this release: * While running a job $PARALLEL_JOBSLOT is the jobslot of the job. It is equal to {%} unless the job is being retried. See {%} for details. * While running a job $PARALLEL_SSHLOGIN is the sshlogin line with number of cores removed. E.g. '4//usr/bin/specialssh user@host' becomes: '/usr/bin/specialssh user@host' * While running a job $PARALLEL_SSHHOST is the host part of an sshlogin line. E.g. '4//usr/bin/specialssh user@host' becomes: 'host' * --plus activates the replacement strings {slot} = $PARALLEL_JOBSLOT, {sshlogin} = $PARALLEL_SSHLOGIN, {host} = $PARALLEL_SSHHOST * Bug fixes and man page updates. News about GNU Parallel: * Portable Batch System (PBS) & GNU Parallel - Running a Program Multiple Times in Parallel https://www.youtube.com/watch?v=6ccbWu6Befo * GNU Parallel przykład https://www.youtube.com/watch?v=gs_wG4Kt2G4 * Demo of LINUX APP - GNU PARALLEL - running multiple Gstreamer webcam .sh scripts with only 1 command https://www.youtube.com/watch?v=trQuA_wmWjg 20200422 This release celebrates GNU Parallel's 10 years as a GNU tool: > commit ed2dfb1043768154d4e7678e01e10287155fa834 > Author: Ole Tange > Date: Thu Apr 22 01:23:00 2010 +0200 > > Name change: Parallel is now GNU Parallel. > Basic structure for sshlogin and sshloginfile. New in this release: * parsort makes GNU sort run faster for files with more than 1M lines. * Bug fixes and man page updates. News about GNU Parallel: * Several clusters have updated their documentation of GNU Parallel: https://www.grid5000.fr/w/GNU_Parallel https://research-it.berkeley.edu/virtual-training-running-jobs-parallel-savio http://www.hpc.lsu.edu/training/archive/tutorials.php * add_pho uses GNU Parallel: https://github.com/SeedlingsBabylab/add_pho * GNU parallel使用笔记https://zhuanlan.zhihu.com/p/37340011 * Virtual Workshop: Running Jobs in Parallel on Savio https://ais.berkeley.edu/events/virtual-workshop-running-jobs-parallel-savio/2020-04-20 * Free Concurrency with GNU Parallel https://phili.pe/posts/free-concurrency-with-gnu-parallel/ 20200322 * Bug fixes and man page updates. News about GNU Parallel: * The GNU Parallel course in Copenhagen is cancelled https://www.prosa.dk/nc/arrangementer/arrangement/gnu-parallel-med-ole-tange/ * The GNU Parallel course in Århus is cancelled https://www.prosa.dk/nc/arrangementer/arrangement/gnu-parallel-og-parallelisering-i-unix-shellen/ * The 10 year anniversary may be cancelled, see https://www.gnu.org/software/parallel/10-years-anniversary.html * Running shell commands in parallel, via GNU Parallel https://dev.to/saveriomiroddi/running-shell-commands-in-parallel-via-gnu-parallel-3a72 * Faster nmap scanning with the help of GNU parallel https://badshah.io/experiment/faster-nmap-scanning-with-the-help-of-gnu-parallel/ 20200222 * Bug fixes and man page updates. 20200122 * --blocktimeout dur - Time out for reading block when using --pipe. If it takes longer than dur to read a full block, use the partial block read so far. * Bug fixes and man page updates. News about GNU Parallel: * GNU Parallel course in Copenhagen https://www.prosa.dk/nc/arrangementer/arrangement/gnu-parallel-med-ole-tange/ * GNU Parallel course in Århus https://www.prosa.dk/nc/arrangementer/arrangement/gnu-parallel-og-parallelisering-i-unix-shellen/ * GNU Parallel pour accélérer vos process sous Linux https://www.yvonh.com/gnu-parallel-pour-accelerer-vos-process-sous-linux/ * How to copy a file to multiple directories in Linux https://net2.com/how-to-copy-a-file-to-multiple-directories-in-linux/ * Running linux commands in parallel https://dev.to/voyeg3r/runing-linux-commands-in-parallel-4ff8 20191222 * GNU Parallel course in Copenhagen https://www.prosa.dk/nc/arrangementer/arrangement/gnu-parallel-med-ole-tange/ * GNU Parallel course in Århus https://www.prosa.dk/nc/arrangementer/arrangement/gnu-parallel-og-parallelisering-i-unix-shellen/ * GNU Parallel is used in https://github.com/JeffersonLab/rfw_tsf_extractor * Bug fixes and man page updates. 20191122 * GNU Parallel was presented at Driving IT. Slides: cloud.prosa.dk/s/drivingit * Restarting supervisord processes in parallel https://blog.naderman.de/2019/11/14/restarting-supervisord-processes-in-parallel/ * Using GNU Parallel to Create Archives Faster https://www.reddit.com/r/DataHoarder/comments/dsgmhc/parallel_archiving_techniques/ * Bug fixes and man page updates. 20191022 * --tee will use --output-error=warn-nopipe if supported by tee. * GNU Parallel will be presented at Driving IT 2019: https://ida.dk/arrangementer-og-kurser/konferencer/driving-it/tools * UMN Duluth: Job parallelization with task arrays and GNU parallel https://www.msi.umn.edu/tutorials/umn-duluth-job-parallelization-task-arrays-and-gnu-parallel * Genome updater uses GNU Parallel https://github.com/pirovc/genome_updater * Using GNU-Parallel for bioinformatics https://www.danielecook.com/using-gnu-parallel-for-bioinformatics/ * Speeding up PostgreSQL ETL pipeline with the help of GODS https://cfengine.com/company/blog-detail/speeding-up-postgresql-etl-pipeline-with-the-help-of-gods/ * Runing linux commands in parallel https://dev.to/voyeg3r/runing-linux-commands-in-parallel-4ff8 * Research Computing University of Colorado Boulder contains an intro to GNU Parallel https://readthedocs.org/projects/curc/downloads/pdf/latest/ * 如何使用Parallel在Shell中并行执行命令 https://www.myfreax.com/gnu-parallel/ * 如何测试 Amazon Elastic File System https://aws.amazon.com/cn/blogs/china/how-to-test-drive-amazon-elastic-file-system/ * Bug fixes and man page updates. 20190922 * --nice is now inherited by the nice level that GNU Parallel is started at. So 'nice -n10 parallel' will also cause remote jobs to be run at nice level 10. * --delay is now accurate to within 10 ms * GNU Parallel will be presented at Driving IT 2019: https://ida.dk/arrangementer-og-kurser/konferencer/driving-it/tools * Greenland Ice Sheet solid ice discharge from 1986 through 2017 https://www.earth-syst-sci-data.net/11/769/2019/essd-11-769-2019.pdf * App Center Cloud Build Machines > Installed Software > Utilities https://docs.microsoft.com/en-us/appcenter/build/software * Curryfinger - SNI & Host header spoofing utility https://dualuse.io/blog/curryfinger/ * Hyak parallel-sql https://wiki.cac.washington.edu/display/hyakusers/Hyak+parallel-sql * A meditation on analysing data with Perl in parallel using GNU Parallel https://www.reddit.com/r/perl/comments/cyo2qc/a_meditation_on_analysing_data_with_perl_in/ * Accélérer ses tâches avec GNU Parallel et les lots de tâches (UL) https://www.eventbrite.ca/e/inscription-accelerer-ses-taches-avec-gnu-parallel-et-les-lots-de-taches-ul-71412840729 * RMACC Summit GNU Parallel https://curc.readthedocs.io/en/latest/software/GNUParallel.html * Introducing Parallel into Shell https://petelawson.com/post/parallel-in-shell/ * Linux Productivity Tools https://www.usenix.org/conference/lisa19/presentation/maheshwari * Gnu/parallel + Nfs 实现共享文件网络的并发计算等操作 http://atomicer.cn/2018/01/18/gnu-parallel-nfs-%E5%AE%9E%E7%8E%B0%E5%85%B1%E4%BA%AB%E6%96%87%E4%BB%B6%E7%BD%91%E7%BB%9C%E7%9A%84%E5%B9%B6%E5%8F%91%E8%AE%A1%E7%AE%97%E7%AD%89%E6%93%8D%E4%BD%9C/#more * Bug fixes and man page updates. 20190822 * GNU Parallel will be presented at Driving IT 2019: https://ida.dk/arrangementer-og-kurser/konferencer/driving-it#beskrivelse * Linux Productivity Tools https://www.usenix.org/conference/lisa19/presentation/maheshwari * Improve your reconnaissance performance by using GNU Parallel https://mailchi.mp/3f46ceb46357/improve-your-reconnaissance-performance-by-using-gnu-parallel * Paralel İşler / İşlemler / Programlar Bash’de Nasıl Çalıştırılır? https://kaleinfo.com/2019/07/29/paralel-isler-islemler-programlar-bashde-nasil-calistirilir-2/ * Use POLYBAR to change WALLPAPER with GNU Parallel https://www.youtube.com/watch?v=rjYg-b_eiRU * Finding the Balance Between Speed & Accuracy During an Internet-wide Port Scanning https://captmeelo.com/pentest/2019/07/29/port-scanning.html * GNU Parallel Ryugu released https://linuxreviews.org/GNU_Parallel_Ryugu_released * CO2017 - CW1 - Operating Systems & Networks - Shell scripting http://www.7daixie.com/2019071646302396.html * Bug fixes and man page updates. 20190722 * {= uq; =} causes the replacement string to be unquoted. Example: parallel echo '{=uq;=}.jpg' ::: '*' * --tagstring {=...=} is now evaluated for each line with --linebuffer. * Use -J ./profile to read a profile in current dir. * Speedup of startup by 40%: Find the parent shell differently on GNU/Linux, cache information about the CPU and which setpgrp method to use to make GNU Parallel start 40% faster. * $PARALLEL_SSHLOGIN can be used in the command line. * Occasionally sane: Simple usage of GNU parallel https://vfoley.xyz/parallel/ * How to run multiple bash scripts in parallel https://techieroop.com/how-to-run-multiple-bash-scripts-in-parallel/ * Announcing Oracle Solaris 11.4 SRU10 https://blogs.oracle.com/solaris/announcing-oracle-solaris-114-sru10 * Руководство по использованию GNU Parallel https://zalinux.ru/?p=2623 * Bug fixes and man page updates. 20190622 * --shard can now take a column name and optionally a perl expression. Similar to --group-by and replacement strings. * Using AWK and R to parse 25tb https://livefreeordichotomize.com/2019/06/04/using_awk_and_r_to_parse_25tb/ * Parallel and Visual testing with Behat http://parallelandvisualtestingwithbehat.blogspot.com/p/blog-page.html * 维基百科,自由的百科全书https://zh.wikipedia.org/wiki/GNU_parallel * Bug fixes and man page updates. 20190522 * --group-by groups lines depending on value of a column. The value can be computed. * How to compress (bzip / gzip) a very large text quickly? https://medium.com/@gchandra/how-to-compress-bzip-gzip-a-very-large-text-quickly-27c11f4c6681 * Simple tutorial to install & use GNU Parallel https://medium.com/@gchandra/simple-tutorial-to-install-use-gnu-parallel-79251120d618 * Introducing Parallel into Shell https://petelawson.com/post/parallel-in-shell/ * Bug fixes and man page updates. 20190422 * Invitation to the 10 years anniversary next year. * Bug fixes and man page updates. 20190322 * SIGTERM is changed to SIGHUP, so sending SIGHUP will make GNU Parallel start no more jobs, but wait for running jobs to finish. * SIGTERM SIGTERM is changed to SIGTERM, so sending SIGTERM will make GNU Parallel kill all running jobs. * GNU Parallel now includes a cheat sheet: parallel_cheat.pdf * High Throughput Computing on RMACC Summit and Beyond https://calendar.colorado.edu/event/high_throughput_computing_on_rmacc_summit_and_beyond#.XH2NBhB7mV4 * GNU Parallel Cheat Sheet by cpriest https://www.cheatography.com/cpriest/cheat-sheets/gnu-parallel/ * Use Multiple CPU Cores(Parallelize) with Single Threaded Linux Commands http://xensoft.com/use-multiple-cpu-cores-parallelize-with-single-threaded-linux-commands/ * Bug fixes and man page updates. 20190222 * --shard makes it possible to send input to a the same jobslot based on the value in one column of the input. It is similar to sharding in databases. * --shellquote --shellquote will shell quote the input twice. * GNU Parallel is available in Termux https://github.com/termux/termux-packages/tree/master/packages/parallel * Linux, command line & MetaCentrum https://trapa.cz/sites/default/files/linux_bash_metacentrum_course_4.pdf * How to supercharge your bash workflows with GNU parallel https://medium.freecodecamp.org/how-to-supercharge-your-bash-workflows-with-gnu-parallel-53aab0aea141 * GNU Parallel Spring 2017 https://www.youtube.com/watch?v=LHb29uW_KyI * Parallelizing Freesurfer blog.cogneurostats.com/?p=148 * FreeSurfer #4: Running recon-all in Parallel https://www.youtube.com/watch?v=XHN2tm3tNaw * FreeSurfer: recon-all https://www.neurotrivial.com/2019/01/24/freesurfer-recon-all/ * Come ridimensionare 10k foto con la riga di comando https://pigrecoinfinito.wordpress.com/2018/12/22/come-ridimensionare-10k-foto-con-la-riga-di-comando/ * 并行处理 – Gnu Parallel:嵌套并行 https://codeday.me/bug/20190122/552902.html * シェルスクリプトでコマンドを並列実行する方法 https://www.kwbtblog.com/entry/2019/01/12/020423 * Bug fixes and man page updates. 20190122 * 'env_parallel --end-session' makes it possible to nest 'env_parallel --session' * Using GNU Parallel in pentesting https://youtu.be/mZ0OUJmkIlA?t=873 * Supercomputer Workshop: Feb 1&7 http://www.ece.unm.edu/featured-students/supercomputer-workshop-feb-17.html * Bug fixes and man page updates. 20181222 * Better /proc/cpuinfo parser. * Simpler job scheduling flow. * MPGI Workshop: Job Parallelization with Task Arrays and GNU Parallel https://www.msi.umn.edu/tutorials/mpgi-workshop-module-4 * CONCOCT uses GNU Parallel https://media.readthedocs.org/pdf/concoct/latest/concoct.pdf * If you use SLURM read https://wiki.hpc.uconn.edu/index.php/Advanced_SLURM * すぐ忘れてしまう、仕事で使う技 https://qiita.com/hana_shin/items/53c3c78525c9c758ae7c * Bug fixes and man page updates. 20181122 * Experimental simpler job flow control. * 時間がかかるコマンドを GNU parallel で 並列実行する https://qiita.com//grohiro/items/4db3fa951a4778c5c479 * Bug fixes and man page updates. 20181022 * env_parallel.fish: --session support (alpha quality) * GNU Parallel was cited in: High-throughput sequencing of murine immunoglobulin heavy chain repertoires using single side unique molecular identifiers on an Ion Torrent PGM https://doi.org/10.18632/oncotarget.25493 * GNU parallel in Japanese Wikipedia https://ja.wikipedia.org/wiki/GNU_parallel * Outils de paramétrisation des tâches: lots de tâches, GNU Parallel https://www.eventbrite.ca/e/inscription-outils-de-parametrisation-des-taches-lots-de-taches-gnu-parallel-et-bqtools-midi-conference-de-50271076142 * Bug fixes and man page updates. 20180922 * Minix is supported again. * Updated graph showing GNU Parallel's overhead per job for each version. https://www.gnu.org/software/parallel/process-time-j2-1700MHz-3000-1000.pdf * Intro to Computing at CARC includes introduction to GNU Parallel http://carc.unm.edu/education--training/workshops-and-seminars.html * Fast-GBS uses GNU Parallel https://bitbucket.org/jerlar73/fast-gbs/wiki/Home * Belgium at 10 m resolution in July 2018 http://www.cesbio.ups-tlse.fr/multitemp/?p=14116 * Bug fixes and man page updates. 20180822 * parset sets exit code. * How to install GNU Parallel https://www.techrepublic.com/videos/how-to-install-gnu-parallel/ * Bug fixes and man page updates. 20180722 * The quoting engine has been changed. Instead of using \-quoting GNU Parallel now uses '-quoting in bash/ash/dash/ksh. This should improve compatibility with different locales. This is a big change causing this release to be alpha quality. * The CPU calculation has changed. By default GNU Parallel uses the number of CPU threads as the number of CPUs. This can be changed to the number of CPU cores or number of CPU sockets with --use-cores-instead-of-threads or --use-sockets-instead-of-threads. * The detected number of sockets, cores, and threads can be shown with --number-of-sockets, --number-of-cores, and --number-of-threads. * env_parallel now support mksh using env_parallel.mksh. * GNU Parallel is distributed as part of Snippy https://github.com/tseemann/snippy * GNU Parallel: Ejecutar comandos simultáneamente en Linux https://esgeeks.com/gnu-parallel-ejecutar-comandos-simultaneo-linux/ * Parallel download genomic data with GNU-Parallel https://digibio.blogspot.com/search/label/GNU-Parallel * Bug fixes and man page updates. 20180622 * Deal better with multibyte chars by forcing LC_ALL=C. * GNU Parallel was introduced in Pincount Podcast: https://pincountpodcast.com/episodes/29.html * GNU Parallel was shown on Danish national news for 1.7 seconds: dr.dk * How to run Linux commands simultaneously with GNU Parallel https://www.techrepublic.com/article/how-to-run-commands-simultaneously-with-gnu-parallel/#ftag=RSS56d97e7 * Easy parallelization with GNU parallel http://mpharrigan.com/2016/08/02/parallel.html * GNU Parallel for mutlithreaded tasks http://slhogle.github.io/2016/gnu-parallel/ * A GNU Parallel Clustering Demo https://www.crowdsupply.com/ground-electronics/circumference/updates/a-gnu-parallel-clustering-demo * 使用 GNU Parallel 提高 Linux 命令行执行效率 https://linux.cn/article-9718-1.html * Ejecutando tareas desde consola simultáneamente con GNU Parallel https://poesiabinaria.net/2018/06/ejecutando-tareas-desde-consola-simultaneamente-gnu-parallel/ * Cómo ejecutar varias tareas simultáneamente en el terminal con GNU Parallel https://www.ubuntizando.com/como-ejecutar-varias-tareas-simultaneamente-en-el-terminal-con-gnu-parallel/ * GNU Parallel 활용 가이드 http://genoglobe.kr/kribb/gnu_parallel * Bug fixes and man page updates. 20180522 * --tty allows for more programs accessing /dev/tty in parallel. Some programs require tty access without using it. * env_parallel --session will record names in current environment in $PARALLEL_IGNORED_NAMES and exit. It is only used with env_parallel, and can work like --record-env but in a single session. * 35 day course: Linux shell scripting and text processing for big data https://comquest.in/training * How To Use Your Entire CPU In Bash With Parallel https://bash-prompt.net/guides/parallell-bash/ * An easy way to run parallel jobs on Stampede2 https://blog.uta.edu/xus/2017/09/29/an-easy-way-to-run-parallel-jobs-on-stampede2/ * Get more done at the Linux command line with GNU Parallel https://opensource.com/article/18/5/gnu-parallel * Save Time with Modern Search Techniques https://www.sans.org/summit-archives/file/summit-archive-1524582079.pdf * GNU Parallel: haz más cosas simultáneamente en el terminal https://blog.desdelinux.net/gnu-parallel-haz-mas-cosas-simultaneamente-en-el-terminal/ * 「今日から使い切る」ための GNU Parallelによる並列処理入門 https://www.slideshare.net/koji_matsuda/gnu-parallel * Bug fixes and man page updates. 20180422 * --csv makes GNU Parallel parse the input sources as CSV. When used with --pipe it only passes full CSV-records. * Time in --bar is printed as 1d02h03m04s. * Optimization of --tee: It spawns a process less per value. * The GNU Parallel 2018 book is now available: http://www.lulu.com/shop/ole-tange/gnu-parallel-2018/paperback/product-23558902.html * Modern pentest tricks for faster, wider, greater engagement (15) https://conference.hitb.org/hitbsecconf2018ams/materials/D1%20COMMSEC%20-%20Thomas%20Debize%20-%20Modern%20Pentest%20Tricks%20for%20Faster,%20Wider,%20Greater%20Engagements.pdf * Running many serial jobs efficiently https://userinfo.surfsara.nl/documentation/running-many-serial-jobs-efficiently * GNU Parallel: как сохранить результаты нескольких команд для переменной? http://fliplinux.com/gnu-parallel-6.html * Running Multiple Commands in Parallel on a GNU Linux https://www.youtube.com/watch?v=sHpTywpb4_4 * Klaatu covers the documentation of GNU parallel in episode 12x15 http://gnuworldorder.info/ * Bug fixes and man page updates. 20180322 * niceload -p can now take multiple pids separated by comma * --timeout gives a warning when killing processes * --embed now uses the same code for all supported shells * --delay can now take arguments like 1h12m07s * Parallel. Straight from your command line https://medium.com/@alonisser/parallel-straight-from-your-command-line-feb6db8b6cee * GNU Parallel was used in POAP-Parallelized Open Babel & Autodock suite Pipeline https://github.com/inpacdb/POAP * Pi Cluster Parallel Script First Fire https://chiefio.wordpress.com/2018/02/23/pi-cluster-parallel-script-first-fire/ * How to Restore MySQL Logical Backup at Maximum Speed https://www.percona.com/blog/2018/02/22/restore-mysql-logical-backup-maximum-speed/ * Bug fixes and man page updates. 20180222 * --embed makes it possible to embed GNU parallel in a shell script. This is useful if you need to distribute your script to someone who does not want to install GNU parallel. * Parallelize Your Large Batches of Small Jobs https://amito.me/2018/02/Parallelize-Your-Large-Batches-of-Small-Jobs/ * Klaatu expounds upon xargs and talks GNU parallel in episode 12x6 http://gnuworldorder.info/ * How to use parallel to speed up your work https://mike42.me/blog/how-to-use-parallel-to-speed-up-your-work * Transient compute clustering with GNU Parallel and sshfs https://dennismungai.wordpress.com/2018/02/06/transient-compute-clustering-with-gnu-parallel-and-sshfs/ * Useful Examples of ffmpeg and GNU parallel on the command-line https://dennismungai.wordpress.com/2018/02/06/useful-examples-of-ffmpeg-and-gnu-parallel-on-the-command-line/ * Data Science at the Command Line (Chapter 8.3) https://www.datascienceatthecommandline.com/ * Bug fixes and man page updates. 20180122 * bash / 병렬 https://code.i-harness.com/ko/docs/bash/2a1a * 15分钟神器gnu parallel 入门观止 http://www.ezilin.com/2018/01/15gnu-parallel.html * How To Run Multiple Commands In Parallel on Linux https://www.slashroot.in/how-run-multiple-commands-parallel-linux * Bug fixes and man page updates. 20171222 * env_parset for ash, dash, ksh, sh, zsh * Automatically create hostgroups if argument ends in @sshlogin * Tips for running jobs on your VM https://support.ehelp.edu.au/support/solutions/articles/6000089713-tips-for-running-jobs-on-your-vm#parallel * Node-local scheduling https://mogonwiki.zdv.uni-mainz.de/dokuwiki/node_local_scheduling * GNU Parallel https://docs.computecanada.ca/wiki/GNU_Parallel * GNU Parallel のエラー処理 https://qiita.com/inouet/items/bfc208668c86caf8ff74 * Using GNU Parallel https://wiki.ncsa.illinois.edu/display/ROGER/Using+GNU+Parallel * Bug fixes and man page updates. 20171122 * Using GNU Parallel to speed up Google Cloud Infrastructure management https://medium.com/@pczarkowski/using-gnu-parallel-to-speed-up-google-cloud-infrastructure-management-53e5c555ec05 * What is gnu parallel http://wiki.chpc.ac.za/howto:bioinformatics:gnu-parallel * Parallel, Scripts, Clusters, & Easy Use https://chiefio.wordpress.com/2017/11/10/parallel-scripts-clusters-easy-use/ * Bug fixes and man page updates. 20171022 * Initial support for XDG Base Directory $XDG_* environment variables. * Validating half a million TIFF files. Part Two https://www.dpoc.ac.uk/2017/08/17/validating-half-a-million-tiff-files-part-two/ * Turing data science class: Cluster computing https://www.turing.ac.uk/events/masterclass-cluster-computing/ * Butlin:Unix for Bioinformatics - advanced tutorial https://openwetware.org/wiki/Butlin:Unix_for_Bioinformatics_-_advanced_tutorial * พยายามใช้ CPU ให้ครบทุก CORE https://veer66.wordpress.com/2017/09/02/use-multi-core/ * Examples on using GNU Parallel https://gist.github.com/drmalex07/de8ff1379a560f6d84a0d863e60ae378 * Bug fixes and man page updates. 20170922 * Use '--limit myprog' to make a dynamic job limit. Just return 0 to spawn another job, 1 to not spawn another job, and 2 to kill the youngest job. * PARALLEL_RSYNC_OPTS and --rsync-opts sets the options for rsync (Default: -rlDzR). * Download all of humble bundle books in parallel https://til.hashrocket.com/posts/ggt1jaes4y-download-all-of-humble-bundle-books-in-parallel * Bug fixes and man page updates. 20170822 * --line-buffer no longer uses tempfiles. This is faster and makes it possible for a single process to output more data than there is free disk space. * Vote for GNU Parallel's community ads on http://meta.unix.stackexchange.com/a/4356/2972 http://meta.askubuntu.com/a/16750/22307 http://meta.serverfault.com/a/9040/45704 * Edit images with GNU Parallel and ImageMagick https://fedoramagazine.org/edit-images-parallel-imagemagick/ * Running Bash Commands in Parallel https://dzone.com/articles/running-bash-commands-in-parallel-1 * Today I Learned: GNU parallel, plate tectonics https://medium.com/@nornagon/today-i-learned-gnu-parallel-plate-tectonics-9fcf24045e63 * GNU Parallel Tutorial https://www.upf.edu/web/sct-sit/gnu-parallel-tutorial * Validating half a million TIFF files http://www.dpoc.ac.uk/2017/08/17/validating-half-a-million-tiff-files-part-two/ * Blender and GNU Parallel https://www.blendernation.com/2017/08/16/blender-gnu-parallel/ * Quick Introduction to GNU Parallel https://github.com/LangilleLab/microbiome_helper/wiki/Quick-Introduction-to-GNU-Parallel * A simple distributed animation render example using GNU Parallel https://gitlab.com/skororu/scripts * Do stuff on things, in parallel http://blogs.fluidinfo.com/terry/2017/08/05/do-stuff-on-things-in-parallel/ * Bash And GNU Parallel NGS Bidniz http://ino.pm/outreach/presentations/2014/03/genomics-wranglers/index.html * Using for loop vs Gnu parallel for BLAST http://www.ettemalab.org/using-for-loop-vs-gnu-parallel-for-blast/ * 并行rsync https://gxnotes.com/article/175866.html * Bug fixes and man page updates. 20170722 * Vote for GNU Parallel's community ads on http://meta.unix.stackexchange.com/a/4356/2972 http://meta.askubuntu.com/a/16750/22307 http://meta.serverfault.com/a/9040/45704 * GNU Parallel was cited in: Hayabusa: Simple and Fast Full-Text Search Engine for Massive System Log Data http://dl.acm.org/citation.cfm?id=3095788 * コマンドの並列化を行える『GNU parallel』の個人的使い方まとめ https://orebibou.com/2017/07/%E3%82%B3%E3%83%9E%E3%83%B3%E3%83%89%E3%81%AE%E4%B8%A6%E5%88%97%E5%8C%96%E3%82%92%E8%A1%8C%E3%81%88%E3%82%8B%E3%80%8Egnu-parallel%E3%80%8F%E3%81%AE%E5%80%8B%E4%BA%BA%E7%9A%84%E4%BD%BF%E3%81%84/ * How to play and play with thousands of digitized 78rpm records https://blog.archive.org/2017/07/10/how-to-play-and-play-with-78rpm-record-transfers/ * 并行一个for循环 https://gxnotes.com/article/130363.html * RFC 8142: GeoJSON Text Sequences https://sgillies.net/2017/05/18/rfc-8142-geojson-text-sequences.html * Git auto fetch script I run every day https://lukas.zapletalovi.com/2017/07/git-auto-fetch-script-i-run-every-day.html * cores, cpus and threads http://crazyhottommy.blogspot.de/2017/07/cores-cpus-and-threads.html * Bug fixes and man page updates. 20170622 * The command line can now contain \257 (Macron) or UTF characters containing \257. * Vote for GNU Parallel's community ads on http://meta.unix.stackexchange.com/a/4356/2972 http://meta.askubuntu.com/a/16750/22307 http://meta.serverfault.com/a/9040/45704 * Graph for overhead for 1000 jobs has been updated. It remains steadily at 3.5 ms per job on a 1.7 GHz machine https://www.gnu.org/software/parallel/process-time-j2-1700MHz-3000-1000.pdf * GNU Parallel was cited in: The topology of the directed clique complex as a network invariant https://springerplus.springeropen.com/articles/10.1186/s40064-016-2022-y * GNU Parallel was cited in: Improving Optical Character Recognition of Finnish Historical Newspapers with a Combination of Fraktur & Antiqua Models and Image http://www.ep.liu.se/ecp/131/038/ecp17131038.pdf * GNU Parallel was cited in: Parallel Execution of Structural Mechanic Tasks with Use of Small Supercomputers http://www.sciencedirect.com/science/article/pii/S1877705817324815 * GNU Parallel was cited in: Integration of a Multilingual Preordering Component into a Commercial SMT Platform https://www.degruyter.com/downloadpdf/j/pralin.2017.108.issue-1/pralin-2017-0009/pralin-2017-0009.pdf * Tips For Running Jobs On Your VM https://support.ehelp.edu.au/support/solutions/articles/6000089713-tips-for-running-jobs-on-your-vm#parallel * Speed up ML model development with GNU Parallel https://pzelasko.github.io/posts/speed-up-ml-model-development-with-gnu-parallel * Parallelizing a Python Function for the Extremely Lazy http://tdhopper.com/blog/2017/Jun/07/parallelizing-a-python-function-for-the-extremely-lazy/ * 使用GNU parallel http://www.android5.online/Android/androidjc/androidkf/gykf/201603/8741.html * Bug fixes and man page updates. 20170522 * --timeout can now use s=second,m=minute,h=hour,d=day. * --dr is now an alias for --dry-run. * Vote for GNU Parallel's community ads on http://meta.unix.stackexchange.com/a/4356/2972 http://meta.askubuntu.com/a/16750/22307 http://meta.serverfault.com/a/9040/45704 * GNU Parallel was cited in: Feature Detection in Visual Cortex during Different Functional States https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5397493/ * GNU Parallel was cited in: From genotype to phenotype: inferring relationships between microbial traits and genomic components https://docserv.uni-duesseldorf.de/servlets/DerivateServlet/Derivate-44622/main.pdf * GNU Parallel was cited in: Designing fecal microbiota transplant trials that account for differences in donor stool efficacy http://biorxiv.org/content/biorxiv/early/2016/07/25/065383.full.pdf * GNU Parallel was cited in: Assessing the predictability of anharmonic vibrational modes at the example of hydroxyl groups - ad hoc construction of localised modes and the influence of structural solute–solvent motifs http://pubs.rsc.org/-/content/articlelanding/2017/cp/c7cp01662j#!divAbstract * GNU Parallel was cited in: Mapping Environmental Influences on Utility Fire Threat ftp://frapftp.fire.ca.gov/outgoing/transfer/PUC_Map1/Utility%20Fire%20map%201%20final%20review%20and%20development%20report21616.pdf * GNU Parallel was cited in: Weak vs. Strong Disorder Superfluid-Bose Glass Transition in One Dimension https://arxiv.org/pdf/1704.02257.pdf * GNU Parallel was cited in: Online Automatic Post-editing for MT in a Multi-Domain Translation Environment https://www.aclweb.org/anthology/E/E17/E17-1050.pdf * GNU Parallel was cited in: Cross-calibration of S-NPP VIIRS moderate-resolution reflective solar bands against MODIS Aqua over dark water scenes http://www.atmos-meas-tech.net/10/1425/2017/amt-10-1425-2017.pdf * GNU Parallel was cited in: Scattering Networks: Efficient 2D Implementation And Application To Melanoma Classification http://amslaurea.unibo.it/12261/1/nurrito_eugenio_tesi_fisica_magistrale.pdf * GNU Parallel was cited in: Genome-scale detection of positive selection in 9 primates predicts human-virus evolutionary conflicts http://biorxiv.org/content/biorxiv/early/2017/04/27/131680.full.pdf * GNU Parallel is used in: Creates a speech dataset for deep learning https://github.com/jupiter126/Create_Speech_Dataset * GNU Parallel is used in: Parse and process the demixing secrets dataset (DSD100) https://github.com/faroit/dsdtools * First glance at the gnu parallel utility https://ibiscybernetics.com/blog/2017-04-05.html * Installing parallel from source https://bitsanddragons.wordpress.com/2017/05/03/installing-parallel-from-source/ * How to run command or code in parallel in bash shell under Linux or Unix https://www.cyberciti.biz/faq/how-to-run-command-or-code-in-parallel-in-bash-shell-under-linux-or-unix/ * Parallel Serial Jobs Using GNU Parallel http://www.hpc.lsu.edu/training/weekly-materials/2017-Spring/gnuparallel-Feb2017.pdf * GNU Parallel or How to list millions of S3 objects https://joeray.me/gnu-parallel-how-to-list-millions-objects.html * Which Is the Best Tool for Copying a Large Directory Tree Locally? http://arjon.es/2017/05/11/which-is-the-best-tool-for-copying-a-large-directory-tree-locally/ * Bug fixes and man page updates. 20170422 * --halt supports done in addition to success and fail. * parset will set variables in parallel in Bash. * Perl 5.6 on Irix is no longer supported. * Vote for GNU Parallel's community ads on http://meta.unix.stackexchange.com/a/4356/2972 http://meta.askubuntu.com/a/16750/22307 http://meta.serverfault.com/a/9040/45704 * GNU Parallel was cited in: Halvade-RNA: Parallel variant calling from transcriptomic data using MapReduce http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0174575 * GNU Parallel was cited in: StrAuto: automation and parallelization of STRUCTURE analysis http://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-017-1593-0 * GNU Parallel was cited in: Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video https://128.84.21.199/pdf/1703.09026.pdf * GNU Parallel is used in: https://github.com/lucascbeyeler/zmbackup * Using GNU Parallel https://wiki.ncsa.illinois.edu/display/ROGER/Using+GNU+Parallel * Find and xargs and parallel http://helpful.knobs-dials.com/index.php/Find_and_xargs_and_parallel#Parallel * Quick Introduction to GNU Parallel https://github.com/mlangill/microbiome_helper/wiki/Quick-Introduction-to-GNU-Parallel * Data science at the command line https://www.slideshare.net/sharatsc/data-science-at-the-command-line * Bedtools笔记 http://www.jianshu.com/p/67b0665490ac * Bug fixes and man page updates. 20170322 * --rpl can now take arguments by adding '(regexp)' in the replacement string. * Vote for GNU Parallel's community ads on http://meta.unix.stackexchange.com/a/4356/2972 http://meta.askubuntu.com/a/16750/22307 http://meta.serverfault.com/a/9040/45704 * GNU Parallel was cited in: shmlast: An improved implementation of Conditional Reciprocal Best Hits with LAST and Python https://joss.theoj.org/papers/3cde54de7dfbcada7c0fc04f569b36c7 * GNU Parallel was cited in: Prediction of relativistic electron flux in the Earth’s outer radiation belt at geostationary orbit by adaptive methods https://link.springer.com/article/10.1134/S0016793217010108 * GNU Parallel was cited in: Higher likelihood of multiple bit-flips due to neutron-induced strikes on logic gates https://arxiv.org/pdf/1612.08239.pdf * GNU Parallel was cited in: A Monte Carlo Resampling Approach for the Calculation of Hybrid Classical and Quantum Free Energies http://pubs.acs.org/doi/pdfplus/10.1021/acs.jctc.6b00506 * GNU Parallel was cited in: Learning string distance with smoothing for OCR spelling correction https://link.springer.com/article/10.1007/s11042-016-4185-5 * GNU Parallel was cited in: The Breakdown of String Perturbation Theory for Many External Particles https://arxiv.org/pdf/1611.08003.pdf * GNU Parallel was cited in: Operations Research Applications in Nuclear Energy https://dspace.library.colostate.edu/bitstream/handle/11124/170687/Johnson_mines_0052E_11207.pdf?sequence=1&isAllowed=y * GNU Parallel was cited in: Parallel Computing: GNU Parallel http://www.blopig.com/blog/2017/02/parallel-computing-gnu-parallel/ * Stig Sandbeck Mathisen: Change All The Passwords (Again) http://garf.us/2017/02/stig-sandbeck-mathisen-change-all-the-passwords-again/ * Trabalhando como Paralelismo no Bash usando o GNU Parallel http://www.beyeler.com.br/2017/03/trabalhando-como-paralelismo-no-bash-usando-o-gnu-parallel/ * GNU parallel と SQL*Loader 組み合わせ実行例 https://blogs.oracle.com/LetTheSunShineIn/entry/gnu_parallel_%E3%81%A8_sql_loader * Bug fixes and man page updates. 20170222 * env_parallel now supports /bin/sh, ash, dash. * --tee will pipe all data to all jobs. Used with --pipe/--pipepart and :::. Small example: seq 3333 | parallel --pipe --tee --tag 'grep {} | wc -l' ::: {0..9} * If --results {replstr} ends in /: save in dir. Otherwise save as file. Example: parallel --results {} echo {} ::: a b c * Vote for GNU Parallel's community ads on http://meta.unix.stackexchange.com/a/4356/2972 http://meta.askubuntu.com/a/16750/22307 http://meta.serverfault.com/a/9040/45704 * GNU Parallel was cited in: Low-delay forwarding with multiple candidates for VANETs using multi-criteria decision making http://ieeexplore.ieee.org/document/7835961/ * GNU Parallel was cited in: An Integrated Simulator and Dataset that Combines Grasping and Vision for Deep Learning https://arxiv.org/pdf/1702.02103.pdf * GNU Parallel was cited in: A Bayesian model selection approach for identifying differentially expressed transcripts from RNA sequencing data http://onlinelibrary.wiley.com/doi/10.1111/rssc.12213/full * GNU Parallel was cited in: The impact of copy number variation on gout, and the apple genome https://ourarchive.otago.ac.nz/bitstream/handle/10523/7060/BoocockJames2016MSc.pdf?sequence=3 * GNU Parallel was cited in: Reaction rates for reaction-diffusion kinetics on unstructured meshes http://aip.scitation.org/doi/10.1063/1.4975167 * GNU Parallel was cited in: Modeling prediction error improves power of transcriptome-wide association studies http://biorxiv.org/content/biorxiv/early/2017/02/14/108316.full.pdf * GNU Parallel was cited in: Proper experimental design requires randomization/balancing of molecular ecology experiments http://biorxiv.org/content/biorxiv/early/2017/02/17/109280.full.pdf * GNU Parallel was cited in: Experiment-based thermal micromagnetic simulations of the magnetization reversal for ns-range clocked nanomagnetic logic http://aip.scitation.org/doi/full/10.1063/1.4974021 * GNU Parallel was cited in: The University of Edinburgh’s systems submission to the MT task at IWSLT http://workshop2016.iwslt.org/downloads/IWSLT_2016_paper_27.pdf * Fast-GBS uses GNU Parallel: https://bitbucket.org/jerlar73/fast-gbs * Job: DevOps Engineer/Senior Systems Administrator in New York, New York http://rockefeller.jobs/new-york-ny/devops-engineersenior-systems-administrator/2DB3408EAC9E4617AD238550F31C7641/job/ * Training in GNU Parallel: https://www.carc.unm.edu/education-outreach/workshops--training/ * Training in GNU Parallel: http://www.hpc.lsu.edu/training/registration.php?topic=Parallel%20Serial%20Jobs%20Using%20GNU%20Parallel&date=February%2022,%202017&time=9:00%20AM%20-%2011:00%20AM&place=307%20Frey&deadline=2017-02-21%2016:30:00 * Batch Convert Images from PNG to JPEG http://coreygoldberg.blogspot.dk/2017/02/batch-convert-images-from-png-to-jpeg.html * Accelerating Oxford Nanopore Basecalling http://fowlerlab.org/2017/01/26/accelerating-oxford-nanopore-basecalling/ * parallel и imagemagick в loop на bash https://www.linux.org.ru/forum/development/13190247 * Bug fixes and man page updates. 20170206alpha * --tee introduced. 20170122 * sql now uses a temporary credentials file for MySQL to avoid warning. * --sqlmaster and --sqlworker have been reworked. * --sqlworker only reads from the DBURL: any command and any arguments are ignored. * --sqlmaster +DBURL will append different commands to the DBURL and not erase the table. * If --results contain a replacement string, no tree structure with args will be generated. * --fg --tmux or --fg --tmuxpane will connect to the tmux. * GNU Parallel was cited in: Fast, Automated Indoor Light Detection, Classification, and Measurement https://www2.eecs.berkeley.edu/Pubs/TechRpts/2016/EECS-2016-212.pdf * GNU Parallel was cited in: Unbiased RNA Shotgun Metagenomics in Social and Solitary Wild Bees Detects Associations with Eukaryote Parasites and New Viruses http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0168456 * GNU Parallel was cited in: Almost Event-Rate Independent Monitoring of Metric Temporal Logic http://people.inf.ethz.ch/trayteld/papers/tacas17-aerial/aerial.pdf * 使用GNU parallel命令并行预处理数据: https://blog.razrlele.com/p/1843 * GNU Parallel as a queuing system: http://puntoblogspot.blogspot.com/2017/01/gnu-parallel-as-queuing-system.html * AWS re:Invent 2016: Deep Dive on Amazon Elastic File System (STG202) slide 45 http://www.slideshare.net/AmazonWebServices/aws-reinvent-2016-deep-dive-on-amazon-elastic-file-system-stg202 and https://youtu.be/PlTuJx4VnGw?t=30m16s * Bug fixes and man page updates. 20161222 * --results foo.csv will save output as a CSV-file. Can be directly imported into R or LibreCalc. * When using --pipepart a negative --block-size is not interpreted as a block size but as the number of blocks each jobslot should have. * --sqlmaster/--sqlandworker will append jobs to the DBURL if the DBURL is prepended with +. * GNU Parallel was cited in: A cloud-based workflow to quantify transcript-expression levels in public cancer compendia http://www.nature.com/articles/srep39259 * GNU Parallel was cited in: Determination of crystal structures of proteins of unknown identity using a marathon molecular replacement procedure: Structure of Stenotrophomonas maltophilia phosphate-binding protein https://www.researchgate.net/publication/308186413_Determination_of_crystal_structures_of_proteins_of_unknown_identity_using_a_marathon_molecular_replacement_procedure_Structure_of_Stenotrophomonas_maltophilia_phosphate-binding_protein * GNU Parallel was cited in: Large-scale benchmarking reveals false discoveries and count transformation sensitivity in 16S rRNA gene amplicon data analysis methods used in microbiome studies http://microbiomejournal.biomedcentral.com/articles/10.1186/s40168-016-0208-8 * GNU Parallel was cited in: Decomposing Images into Layers via RGB-space Geometry https://cs.gmu.edu/~ygingold/singleimage/Decomposing%20Images%20into%20Layers%20via%20RGB-space%20Geometry%20(Tan%20et%20al%202016%20TOG)%20small.pdf * Transient compute clustering with GNU Parallel and sshfs https://gist.github.com/Brainiarc7/24c966c8a001061ee86cc4bc05826bf4 * 4 Ways to Batch Convert Your PNG to JPG and Vice-Versa http://www.tecmint.com/linux-image-conversion-tools/ * All's Fair in Love and Distributed Storage http://cohesity.com/blog/alls-fair-love-distributed-storage/ * How can I use GNU Parallel to run a lot of commands in parallel https://www.msi.umn.edu/support/faq/how-can-i-use-gnu-parallel-run-lot-commands-parallel * 정해영의 블로그 - JEONG Haeyoung's blog http://blog.genoglobe.com/2016/11/gnu-parallel.html * 在Linux下将PNG和JPG批量互转的四种方法 http://os.51cto.com/art/201612/524182.htm * Running in parallel http://tomkimpson.com/howto/gnuparallel/ * Taco Bell Parallel Programming https://giorgos.sealabs.net/taco-bell-parallel-programming.html * Bug fixes and man page updates. 20161122 * --record-env can now be used with env_parallel for bash, ksh, pdksh, and zsh. * GNU Parallel was cited in: An improved implementation of Conditional Reciprocal Best Hits with LAST and Python https://pypi.python.org/pypi/shmlast/1.0.3 * GNU Parallel was cited in: miRPathDB: a new dictionary on microRNAs and target pathways http://nar.oxfordjournals.org/content/early/2016/10/13/nar.gkw926.full * GNU/Parallel – Run multiple commands simultaneously https://vinusumi.wordpress.com/2016/11/08/gnuparallel-run-multiple-commands-simultaneously/ * Tutorial: Parallel web scraping with CasperJS and GNU Parallel http://g-liu.com/blog/2016/10/tutorial-parallel-web-scraping-with-casperjs-and-gnu-parallel/ * Bug fixes and man page updates. 20161022 * First command no longer gets stdin as it causes unpredictable issues. * GNU Parallel was cited in: Efficiently parallelized modeling of tightly focused, large bandwidth laser pulses https://arxiv.org/pdf/1609.08146v1.pdf * How to crunch lots of geodata in parallel http://blog.faraday.io/how-to-crunch-lots-of-geodata-in-parallel/ * GNU parallel is my new toaster http://amedee.me/gnu-parallel-is-my-new-toaster/index.html * Bug fixes and man page updates. 20160922 * parcat - cat files or fifos in parallel * GNU Parallel was cited in: Velocity: A Netflow Based Optimized Geo-IP Lookup Tool https://mospace.umsystem.edu/xmlui/bitstream/handle/10355/50842/Thesis_2016_Pakhare.pdf?sequence=1&isAllowed=y * GNU Parallel was cited in: Viral deep sequencing needs an adaptive approach: IRMA, the iterative refinement meta-assembler http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5011931/ * Using GNU Parallel and ImageMagick for Conversions https://blog.fractalcomic.com/tutorials/using-gnu-parallel-and-imagemagick-for-conversions/ * Training in GNU Parallel http://www.cism.ucl.ac.be/Services/Formations/parcomp.pdf * Chown Ceph OSD data directory using GNU Parallel http://blog.widodh.nl/2016/08/chown-ceph-osd-data-directory-using-gnu-parallel/ * FastGBS uses GNU Parallel https://bitbucket.org/jerlar73/fastgbs * dDocent: A guide to ddRAD sequencing https://ddocent.wordpress.com/ddocent-pipeline-user-guide/ * SOFTWARE GNU Parallel http://msi-riss.readthedocs.io/en/latest/software/gnu-parallel.html * Bug fixes and man page updates. 20160822 * --tmuxpane opens jobs in panes in tmux. Useful if you want to monitor progress of less than 100 simultaneous jobs. * --linebuffer now treats \r as line ending, too. * Perl changes forces use of floats to be given with leading zero, so 0.1 and not .1 * --xapply renamed to --link. * Support for pdksh will fade until someone packages it for Ubuntu 16. * GNU Parallel was cited in: Exome sequencing of geographically diverse barley landraces and wild relatives gives insights into environmental adaptation http://www.nature.com/ng/journal/vaop/ncurrent/full/ng.3612.html?WT.feed_name=subjects_genetics#references * GNU Parallel was cited in: Vision-Enhanced Lidar Odometry and Mapping https://www.ri.cmu.edu/pub_files/2016/8/DLL-thesis.pdf * Easy parallelization with GNU parallel http://mpharrigan.com/2016/08/02/parallel.html * Facebook V: Predicting Check Ins, Winner's Interview: 2nd Place, Markus Kliegl http://blog.kaggle.com/2016/08/02/facebook-v-predicting-check-ins-winners-interview-2nd-place-markus-kliegl/ * Parallel import http://www.manitou-mail.org/blog/2016/07/parallel-import/ * Large file batch processing using NodeJs and GNU Parallel http://www.zacorndorff.com/2016/07/27/large-file-batch-processing-using-nodejs-and-gnu-parallel/ * Bug fixes and man page updates. 20160722 * env_parallel is now ready for wider testing. It is still beta quality. * env_parallel is heavily modified for all shells and testing has been increased. * Selectively choosing what to export using --env now works for env_parallel (bash, csh, fish, ksh, pdksh, tcsh, zsh). * --round-robin now gives more work to a job that processes faster instead of same amount to all jobs. * --pipepart works on block devices on GNU/Linux. * GNU Parallel was cited in: HybPiper: Extracting Coding Sequence and Introns for Phylogenetics from High-Throughput Sequencing Reads Using Target Enrichment http://www.bioone.org/doi/full/10.3732/apps.1600016 * GNU Parallel was cited in: StrAuto - Automation and Parallelization of STRUCTURE Analysis http://www.crypticlineage.net/download/strauto/strauto_doc.pdf * GNU Parallel was cited in: Tools and techniques for computational reproducibility http://gigascience.biomedcentral.com/articles/10.1186/s13742-016-0135-4 * GNU Parallel was cited in: FlashPCA: fast sparse canonical correlation analysis of genomic data http://biorxiv.org/content/biorxiv/suppl/2016/04/06/047217.DC1/047217-1.pdf * GNU Parallel was cited in: Math Indexer and Searcher under the Hood: Fine-tuning Query Expansion and Unification Strategies http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings12/pdf/ntcir/MathIR/05-NTCIR12-MathIR-RuzickaM.pdf * GNU Parallel was cited in: The Evolution and Fate of Super-Chandrasekhar Mass White Dwarf Merger Remnants http://arxiv.org/pdf/1606.02300.pdf * GNU Parallel was cited in: Evaluation of Coastal Scatterometer Products https://mdc.coaps.fsu.edu/scatterometry/meeting/docs/2016/Thu_AM/coastal-poster.pdf * GNU Parallel was used in: https://github.com/splitice/bulkdnsblcheck * The iconv slurp misfeature http://www.openfusion.net/linux/iconv_slurp_misfeature * แบบว่า CPU เหลือ https://veer66.wordpress.com/2016/06/15/gnu-parallel/ * Bug fixes and man page updates. 20160622 * $PATH can now be exported using --env PATH. Useful if GNU Parallel is not in your path on remote machines. * If --block is left out, --pipepart will use a block size that will result in 10 jobs per jobslot. * The cookie from 2016-01-04 was won by Morgan Rodgers on the 2016-06-06 after 5 months. * Vote for GNU Parallel's community ad on https://meta.askubuntu.com/questions/14925/community-promotion-ads-2016/15046#15046 * GNU Parallel was cited in: Genotypic Resistance Tests Sequences Reveal the Role of Marginalized Populations in HIV-1 Transmission in Switzerland http://www.nature.com/articles/srep27580 * GNU Parallel was cited in: A Deep-Learning Approach for Operation of an Automated Realtime Flare Forecast https://arxiv.org/pdf/1606.01587.pdf * Unix parallel: Populating all the USB sticks http://www.markhneedham.com/blog/2016/06/01/unix-parallel-populating-all-the-usb-sticks/ * GNU Parallel is a fantastic utility https://www.dray.be/parallel/ * Combining a large number of VCF files https://gtamazian.com/2016/06/16/combining-a-large-number-of-vcf-files/ * Useful Scraping Techniques http://blog.apps.npr.org/2016/06/17/scraping-tips.html * Tools of the trade http://onox.com.br/2015/05/tools-of-the-trade/#more-198 * Armslist scraper https://github.com/nprapps/armslist-scraper/ * Bug fixes and man page updates. 20160522 * niceload --net pauses the program if the internet connection is overloaded. * Vote for GNU Parallel's community ad on https://meta.askubuntu.com/questions/14925/community-promotion-ads-2016/15046#15046 * Updated speed comparison between versions https://www.gnu.org/software/parallel/process-time-j2-1700MHz-3000-1000.pdf * GNU Parallel was cited in: Improving computation efficiency by parallel programming http://www.irbis-nbuv.gov.ua/cgi-bin/irbis_nbuv/cgiirbis_64.exe?C21COM=2&I21DBN=UJRN&P21DBN=UJRN&IMAGE_FILE_DOWNLOAD=1&Image_file_name=PDF/ape_2013_3_44.pdf * GNU Parallel was cited in: A supernova feedback implementation for the astrophysical simulation software Arepo https://arxiv.org/abs/1604.06071 * GNU Parallel was cited in: Lorenz-Mie theory for 2D scattering and resonance calculations https://arxiv.org/pdf/1505.07691v2.pdf * GNU Parallel was cited in: Host-pathogen co-evolution and the emergence of broadly neutralizing antibodies in chronic infections https://arxiv.org/abs/1512.06296 * GNU Parallel was cited in: Pacific People, Metabolic Disease and Evolutionary Processes: a mitochondrial DNA study https://otago.ourarchive.ac.nz/handle/10523/6340 * GNU Parallel was cited in: The effect of domain modeling on efficiency of planning: Lessons from the Nomystery domain http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7407131 * GNU Parallel was cited in: Oops, my tests broke the build: An analysis of Travis CI builds with GitHub https://peerj.com/preprints/1984/ * GNU Parallel was cited in: Drosophila Muller F Elements Maintain a Distinct Set of Genomic Properties Over 40 Million Years of Evolution http://www.g3journal.org/content/5/5/719.full.pdf+html * GNU Parallel was cited in: An Empirical Comparison of Neural Architectures for Reinforcement Learning in Partially Observable Environments http://biorxiv.org/content/biorxiv/early/2016/03/24/022707.full.pdf * GNU Parallel was cited in: PleaseTM: Enabling Transaction Conflict Management in Requester-wins Hardware Transactional Memory http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7446072 * GNU Parallel was cited in: EASE-MM: Sequence-Based Prediction of Mutation-Induced Stability Changes with Feature-Based Multiple Models http://www.sciencedirect.com/science/article/pii/S0022283616000310 * GNU Parallel was cited in: A new orthology assessment method for phylogenomic data: Unrooted Phylogenetic Orthology http://mbe.oxfordjournals.org/content/early/2016/04/06/molbev.msw069.short https://github.com/ballesterus/UPhO * GNU Parallel was cited in: Distinctive Interest Point Selection for Efficient Near-duplicate Image Retrieval http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7459172 * GNU Parallel was cited in: The Evolution of C Programming Practices: A Study of the Unix Operating System 1973–2015 https://dl.acm.org/citation.cfm?id=2884799 (It has the cutest thumbnail graphs I have ever seen scattered all over the text) * GNU Parallel was cited in: Data processing pipeline for serial femtosecond crystallography at SACLA http://journals.iucr.org/j/issues/2016/03/00/zw5001/index.html * GNU Parallel was cited in: Reconstruction of Fine-Scale Auroral Dynamics http://arxiv.org/pdf/1512.01460.pdf * GNU Parallel was cited in: Genomic legacy of the African cheetah, Acinonyx jubatus https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4676127/pdf/13059_2015_Article_837.pdf * GNU Parallel was cited in: Don’t Forget to Lock the Back Door! A Characterization of IPv6 Network Security Policy http://benign-research-probe2.eecs.umich.edu/ndss16_ipv6_final.pdf * GNU Parallel was cited in: Comprehensive Annotation of the Parastagonospora nodorum Reference Genome Using Next-Generation Genomics, Transcriptomics and Proteogenomics http://journals.plos.org/plosone/article/asset?id=10.1371%2Fjournal.pone.0147221.PDF * GNU Parallel was cited in: How attention influences perceptual decision making: Single-trial EEG correlates of drift-diffusion model parameters http://www.cidlab.com/prints/nunez2016attention.pdf * GNU Parallel was cited in: Telomere And Proximal Sequence Analysis Using High-Throughput Sequencing Reads http://repository.upenn.edu/edissertations/1460/ * GNU Parallel was cited in: AT-GIS: Highly Parallel Spatial Query Processing with Associative Transducers http://lsds.doc.ic.ac.uk/sites/default/files/ATGIS-SIGMOD16.pdf * GNU Parallel was cited in: PVAIR: Partial Variable Assignment InterpolatoR http://verify.inf.usi.ch/sites/default/files/main-2.pdf * GNU Parallel was cited in: Comparative Cladistics: Fossils, Morphological Data Partitions and Lost Branches in the Fossil Tree of Life http://opus.bath.ac.uk/43955/ * GNU Parallel was cited in: Shannon: An Information-Optimal de NovoRNA-Seq Assembler http://biorxiv.org/content/biorxiv/early/2016/02/09/039230.full.pdf * GNU Parallel was cited in: Adaptive Measure-Theoretic Parameter Estimation for Coastal Ocean Modeling https://repositories.lib.utexas.edu/handle/2152/32435 * GNU Parallel was cited in: Computational Design of DNA-Binding Proteins http://link.springer.com/protocol/10.1007/978-1-4939-3569-7_16 * GNU Parallel was cited in: Reference genotype and exome data from an Australian Aboriginal population for health-based research http://www.nature.com/articles/sdata201623 * GNU Parallel was cited in: Do aye-ayes echolocate? http://biorxiv.org/content/biorxiv/early/2016/04/11/048165.full.pdf * GNU Parallel was cited in: Functional enrichments of disease variants across thousands of independent loci in eight diseases http://biorxiv.org/content/biorxiv/early/2016/04/11/048066.full.pdf * GNU Parallel was cited in: From genomes to phenotypes: Traitar, the microbial trait analyzer http://biorxiv.org/content/biorxiv/early/2016/03/12/043315.full.pdf * GNU Parallel was mentioned in: Fast Playback Framework for Analysis of Ground-Based Doppler Radar Observations Using MapReduce Technology http://journals.ametsoc.org/doi/pdf/10.1175/JTECH-D-15-0118.1 * NCBI blast tutorial https://github.com/enormandeau/ncbi_blast_tutorial * Distributed Preservation Made Simple https://blog.archive.org/2016/02/26/distributed-preservation-made-simple/ * Parallel Jobs in Luigi http://rjbaxley.com/posts/2016/03/13/parallel_jobs_in_luigi.html * Bug fixes and man page updates. 20160422 * :::+ and ::::+ work like ::: and :::: but links this input source to the previous input source in a --xapply fashion. Contrary to --xapply values do not wrap: The shortest input source determines the length. * --line-buffer --keep-order now outputs continously from the oldest job still running. This is more what you would expect than the earlier behaviour where --keep-order had no effect with --line-buffer. * env_parallel supports tcsh, csh, pdksh. In fish it now supports arrays. In csh/tcsh it now supports variables, aliases, and arrays with no special chars. In pdksh it supports aliases, functions, variables, and arrays. * Function exporting on Mac OS X works around old Bash version. * Better CPU detection on OpenIndiana. * GNU Parallel was cited in: Automatic Methods for Assisted Recruitment https://www.researchgate.net/publication/297738658_Automatic_Methods_for_Assisted_Recruitment * GNU Parallel was cited in: Reinterpretation of ATLAS 8 TeV searches for Natural SUSY with a R-Sneutrino LSP http://arxiv.org/pdf/1603.06130.pdf * GNU Parallel was cited in: An Operational Radiometric Landsat Preprocessing Framework for Large-Area Time Series Applications https://www.uni-trier.de/fileadmin/fb6/prof/FER/Publikationen/frantz_et_al_ieee-tgrs-2016-post-print.pdf * A basic demo of how GNU Parallel can speed up execution of commands https://www.youtube.com/watch?v=kl8LO2jcvMc * qbatch uses GNU Parallel: https://pypi.python.org/pypi/qbatch/1.0rc2 * FaceCrop uses GNU Parallel: https://github.com/EderSantana/FaceCrop * Parallel Processing with Catmandu https://librecatproject.wordpress.com/2016/04/20/parallel-processing-with-catmandu/ * GNU parallel 應用範例 http://staypython.blogspot.dk/2016/04/gnu-parallel.html * Bug fixes and man page updates. 20160322 * env_parallel is a function that exports the environment (functions, aliases, variables, and arrays) to GNU Parallel. Run 'man env_parallel' for details. * niceload --prg now searches for substrings if no process with the name is found. * GNU Parallel was cited in: Random Forest DBSCAN for USPTO Inventor Name Disambiguation http://arxiv.org/pdf/1602.01792.pdf * GNU Parallel was mentioned (with wrong citation) in: Dual Level Parallel Computations for LargeScale High-Fidelity Database to Design Aerospace Vehicles http://www.nas.nasa.gov/assets/pdf/papers/Guruswamy_2013_DualLevelParallelComputations.pdf * Using ‘Parallel’ in Unix https://shearnrylan.wordpress.com/2016/02/22/using-parallel-in-unix/ * JPEG Squish uses (and co-distributes) GNU Parallel: http://dantidswell.co.uk/jpeg-squish/ * Bug fixes and man page updates. 20160222 * Vote for new community on Superuser, Ask Ubuntu, Unix&Linux http://meta.superuser.com/questions/11127/community-promotion-ads-2016/11225#11225 http://meta.askubuntu.com/questions/14925/community-promotion-ads-2016/15046#15046 http://meta.unix.stackexchange.com/questions/3854/community-promotion-ads-2016/3893#3893 * Daily Quick Tip: parallel https://medium.com/@jacaetevha/daily-quick-tip-parallel-8772435f6582 * Downloading a list of URLs http://blog.gypsydave5.com/2016/02/04/xargs-and-curl/ * Using GNU Parallel and ImageMagick for Conversions http://blog.fractalcomic.com/tutorials/using-gnu-parallel-and-imagemagick-for-conversions/ * Running bash commands in parallel http://linuxcommando.blogspot.dk/2016/01/running-bash-commands-in-parallel.html * parallel processing in PDAL https://smathermather.wordpress.com/2016/01/28/parallel-processing-in-pdal/ * A Million Text Files And A Single Laptop http://randyzwitch.com/gnu-parallel-medium-data/ * 「今日から使い切る」ための GNU Parallelによる並列処理入門 http://www.slideshare.net/koji_matsuda/gnu-parallel * Bug fixes and man page updates. 20160122 * --sql DBURL uses DBURL as storage for jobs and output. It does not run any jobs so it requires at least one --sqlworker. DBURL must point to a table. * --sqlworker DBURL gets jobs from DBURL and stores the result back to DBURL. * --sqlandworker is a shorthand for --sql and --sqlworker. * --sqlworker requires the output of a single job to fit in memory. * --results now also saves a file called 'seq' containing the sequence number. * If $PARALLEL_ENV is a file, then that file will be read into $PARALLEL_ENV. * man parallel_tutorial has been given an overhaul. * --workdir now accepts replacementstrings. * GNU Parallel was cited in: Possum - A Framework for Three-Dimensional Reconstruction of Brain Images from Serial Sections http://link.springer.com/article/10.1007/s12021-015-9286-1 * GNU Parallel was cited in: A Genetic Algorithm for the selection of structural MRI features for classification of Mild Cognitive Impairment and Alzheimer's Disease http://ieeexplore.ieee.org/xpl/abstractReferences.jsp?tp=&arnumber=7359909&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D7359909 * GNU Parallel was cited in: The Effect of Domain Modeling on Performance of Planning Algorithms http://isaim2016.cs.virginia.edu/papers/ISAIM2016_Bartak_Vodrazka.pdf * Plotting time tables for jobs run by GNU Parallel https://github.com/ziotom78/plot_joblog * GNU Parallel was used in: Mission Impossible: you have 1 minute to analyze the Ebola Genome https://www.biostars.org/p/119397 * GNU Parallel is used in LAST: http://last.cbrc.jp/ * Distributed Log Search Using GNU Parallel http://codehate.com/blog/2015/12/01/distributed-log-search-using-gnu-parallel/ * Bug fixes and man page updates. 20151222 * --transfer is now an alias for --transferfile {}. * --transferfile works like --transfer, but takes an argument like --return. This makes it possible to combine transferring files with multiple input sources: parallel -S server --tf {1} wc {2} {1} ::: * ::: -l -w -c * total_jobs() can now be used in {= =}: parallel echo job {#} of '{= $_=total_jobs() =}' ::: {1..50} * GNU Parallel was cited in: Evolution and Learning in Heterogeneous Environments http://research.gold.ac.uk/15078/1/COM_thesis_JonesD_2015.pdf * GNU Parallel was cited in: Achieving Consistent Doppler Measurements from SDO/HMI Vector Field Inversions http://arxiv.org/pdf/1511.06500.pdf * Flo uses GNU Parallel: https://github.com/wurmlab/flo * 使用 GNU parallel 來平行運算 http://mutolisp.logdown.com/posts/316959-using-gnu-parallel-to-parallel-computing * Bug fixes and man page updates. 20151122 * GNU Parallel packaged for CERN CentOS: http://linuxsoft.cern.ch/cern/centos/7/cern/x86_64/repoview/parallel.html * GNU Parallel was cited in: The Outer Solar System Origins Survey: I. Design and First-Quarter Discoveries http://arxiv.org/pdf/1511.02895.pdf * GNU Parallel was cited in: Contrasting genetic architectures of schizophrenia and other complex diseases using fast variance-components analysis http://www.nature.com/ng/journal/vaop/ncurrent/full/ng.3431.html * GNU Parallel was cited in: Named-Entity Chunking for Norwegian Text using Support Vector Machines http://ojs.bibsys.no/index.php/NIK/article/viewFile/248/211 * GNU Parallel was cited in: Multiscale Estimation of Binding Kinetics Using Brownian Dynamics, Molecular Dynamics and Milestoning http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004381#pcbi.1004381.ref072 * GNU Parallel was cited in: A Detailed Characterization of Errors in Logic Circuits due to Single-Event Transients http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=7302348&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D7302348 * GNU Parallel was cited in: Arabic Speaker Emotion Classification Using Rhythm Metrics and Neural Networks http://www.eurasip.org/Proceedings/Eusipco/Eusipco2015/papers/1570104855.pdf * GNU Parallel was cited in: Stride Search: a general algorithm for storm detection in high resolution climate data http://www.geosci-model-dev-discuss.net/8/7727/2015/gmdd-8-7727-2015.pdf * GNU Parallel was cited in: Decomposing Digital Paintings into Layers via RGB-space Geometry http://arxiv.org/pdf/1509.03335.pdf * GNU Parallel was cited in: Structure and evolutionary history of a large family of NLR proteins in the zebrafish http://www.biorxiv.org/content/biorxiv/early/2015/09/18/027151.full.pdf * GNU Parallel was cited in: Evolution of movement strategies under competitive interactions http://digital.csic.es/bitstream/10261/115973/1/evolution_movement_strategies_Kiziridis.pdf * Automating large numbers of tasks https://rcc.uchicago.edu/docs/tutorials/kicp-tutorials/running-jobs.html * Max out your IOPs with GNU Parallel http://blog.bitratchet.com/2015/11/11/max-out-your-iops-with-gnu-parallel/ * Bug fixes and man page updates. 20151022 * --plus makes it possible to use {##} as a shorthand for {= $_=$Global::JobQueue->total_jobs() =} which gives the the number of jobs to run in total. * {= $_=$Global::JobQueue->total_jobs() =} is incompatible with -X, -m, and --xargs. * GNU Parallel is now mostly compatible with lsh (http://www.lysator.liu.se/~nisse/lsh/) and somewhat compatible with autossh (http://www.harding.motd.ca/autossh/). * --workdir ... now also works when run locally. * GNU Parallel was cited in: There is no (75, 32, 10, 16) strongly regular graph http://arxiv.org/pdf/1509.05933.pdf * GNU Parallel was cited in: Roary: rapid large-scale prokaryote pan genome analysis http://bioinformatics.oxfordjournals.org/content/early/2015/08/05/bioinformatics.btv421.full.pdf+html * GNU Parallel is used in TraitAR: https://testpypi.python.org/pypi/traitar/0.1.4 * A parallel and fast way to download multiple files http://onetipperday.blogspot.com/2015/10/a-parallel-and-fast-way-to-download.html * Usar GNU Parallel para aumentar el rendimiento de tus scripts http://adrianarroyocalle.github.io/blog/2015/10/20/usar-gnu-parallel/ * Bug fixes and man page updates. 20150922 * GNU Parallel was cited in: Flexible Modeling of Epidemics with an Empirical Bayes Framework http://journals.plos.org/ploscompbiol/article?id=10.1371%2Fjournal.pcbi.1004382 * GNU Parallel was cited in: BL1: 2D Potts Model with a Twist https://sucs.swan.ac.uk/~rjames93/Dissertation.pdf * GNU Parallel was cited in: A Scalable Parallel Implementation of Evolutionary Algorithms for Multi-Objective Optimization on GPUs http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7257074 * GNU Parallel was cited in: How Can We Measure the Similarity Between Résumés of Selected Candidates for a Job? https://www.researchgate.net/publication/275954089_How_can_we_measure_the_similarity_between_rsums_of_selected_candidates_for_a_job * GNU Parallel was cited in: Interplay of cell dynamics and epithelial tension during morphogenesis of the Drosophila pupal wing http://www.researchgate.net/profile/Raphael_Etournay/publication/279061859_Interplay_of_cell_dynamics_and_epithelial_tension_during_morphogenesis_of_the_Drosophila_pupal_wing/links/558a95ad08aeae8413bcceea.pdf * Third-party selling GNU Parallel T-shirts http://www.aliexpress.com/item/2015F-BSO-GNU-LOGO-GNU-PARALLEL-men-s-shirt-sleeve-visual-illusion-error/32464827966.html * Joys of gnu parallel http://scottolesen.com/index.php/2015/08/26/joys-of-gnu-parallel/ * Crop and resize images with bash and ImageMagick https://www.simonholywell.com/post/2015/08/image-resize-crop-bash-imagemagick/ * Three Ways to Script Processes in Parallel http://www.codeword.xyz/2015/09/02/three-ways-to-script-processes-in-parallel/ * What It Looks Like to Process 3.5 Million Books http://blog.gdeltproject.org/what-it-looks-like-to-process-3-5-million-books/ * Bug fixes and man page updates. 20150822 * If $job->skip() is called in {= =} the job will not be run. * @arg can now be used in {= =}: parallel echo '{= $arg[2] < 5 and $_="j" =}' ::: 1 2 3 ::: 4 5 6 * Version of GNU Parallel that uses PostgreSQL as backend https://github.com/stephen-fralich/parallel-sql/ * SpeedSeq: ultra-fast personal genome analysis and interpretation http://www.nature.com/nmeth/journal/vaop/ncurrent/full/nmeth.3505.html * GNU Parallel is used in elPrep: https://github.com/ExaScience/elprep * Who actually reads the code? http://www.fsf.org/blogs/community/who-actually-reads-the-code * Introduction to GNU Parallel http://erictleung.com/2015/08/06/intro-to-gnu-parallel/ * ¿Alguien se lee el código? http://www.taringa.net/post/linux/18854759/Alguien-se-lee-el-codigo.html * ¿Quién se lee el código fuente? https://victorhckinthefreeworld.wordpress.com/2015/08/12/quien-se-lee-el-codigo-fuente/ * Distribution des traitements avec GNU Parallel http://blog.inovia-conseil.fr/?p=226#4 * Эксперимент по проверке, читают ли код открытых проектов http://www.opennet.ru/opennews/art.shtml?num=42718 * 多核心主機搭配 GNU parallel http://blog.zeroplex.tw/2015/08/gnu-parallel.html * Bug fixes and man page updates. 20150722 * If a record fits in a block, --block only reads upto the size of --block. If not: --block reads a full --block more. * Due to widely spread distributions still using --tollef even after a year of being retired following a year of being obsolete, --tollef now gives an error unless used with --gnu. * --nice now uses a perl wrapper instead of the nice command. * Cookie 2013-08-18 was won by Mark Maimone, 1 year and 11 months after release. * A parser for GNU Parallel --joblog files: https://github.com/harryjubb/joblog * GNU Parallel was cited in: Dynamical formation & scattering of hierarchical triples: Cross sections, Kozai-Lidov oscillations, and collisions http://arxiv.org/pdf/1507.03593.pdf * GNU Parallel was cited in: A Fast Compiler for NetKAT http://arxiv.org/pdf/1506.06378.pdf * GNU Parallel was cited in: Decomposing Time-Lapse Paintings into Layers http://cs.gmu.edu/~ygingold/timemap/Decomposing%20Time-Lapse%20Paintings%20into%20Layers%20(Tan%20et%20al%202015%20SIGGRAPH)%20600dpi.pdf * GNU Parallel was used in: Somatic mutation calling from the matched tumor-normal exome-sequencing http://fafner.meb.ki.se/biostatwiki/somac/ * Parallel Processing from the Command Line https://www.perpetual-beta.org/weblog/parallel-processing-from-the-command-line.html * Using GNU Parallel to speed up network operations http://vielmetti.typepad.com/vacuum/2015/06/using-gnu-parallel-to-speed-up-network-operations.html * Crawl faster with "parallel" - but how fast? http://andreas-wpv.blogspot.com/2015/07/crawl-faster-with-parallel-but-how-fast.html * Simultaneously benchmark many URLs with ApacheBench and GNU parallel https://www.simonholywell.com/post/2015/06/parallel-benchmark-many-urls-with-apachebench/ * Bug fixes and man page updates. 20150622 * --halt has been rewritten completely. You can now combine percentages with success or fail. See the man page. * Exit values 102..254 have been removed. 101 means more than 100 jobs failed. * Killing through --timeout, --memfree, or --halt is now done as a process group. * --termseq determines which signals are sent when a job is killed. * An empty argument would previously cause no string to be inserted. This is now changed to '' being inserted, thus prepending a space to the output of: parallel echo {} b ::: '' * $PARALLEL_ENV can now be set to an environment prepending the command. Used in env_parallel as mentioned in the manpage. * --retry-failed will retry all failed jobs in a joblog. It will ignore any command given. * --ssh and $PARALLEL_SSH can be used to set the command used for ssh. The command is assumed to behave the same way as ssh. * --fifo now works in csh, too. * Q(...) can be used in {= =} to shell quote a string. * GNU Parallel was cited in: DockBench: An Integrated Informatic Platform Bridging the Gap between the Robust Validation of Docking Protocols and Virtual Screening Simulations http://www.mdpi.com/1420-3049/20/6/9977 * GNU Parallel was cited in: Swedes Online: You Are More Tracked Than You Think http://www.diva-portal.org/smash/get/diva2:807623/FULLTEXT01.pdf * GNU Parallel was cited in: Tutorial: Lorenz-Mie theory for 2D scattering and resonance calculations http://arxiv.org/pdf/1505.07691.pdf * GNU Parallel was cited in: A quantitative assessment of the Hadoop framework for analyzing massively parallel DNA sequencing data http://link.springer.com/article/10.1186/s13742-015-0058-5 * GNU Parallel was cited in: A composite genome approach to identify phylogenetically informative data from next-generation sequencing http://www.biomedcentral.com/content/pdf/s12859-015-0632-y.pdf * GNU Parallel is used in: taxator-tk http://algbio.cs.uni-duesseldorf.de/webapps/wa-download/ * GNU Parallel is used in: https://github.com/d2207197/local-mapreduce * GNU Parallel is used in: wiki-edit-news https://github.com/albert-decatur/wiki-edit-news * GNU Parallel is used in: A Fingerprint Identification System https://curve.carleton.ca/system/files/theses/28733.pdf * Job ad asking for GNU Parallel experience: http://searchjobs.intel.com/gdansk-pol/software-validation-engineer/63A06826DAF24797AB414DC146201C2E/job/ * Using BLAT http://wangzhengyuan.blogspot.dk/2015/06/using-blat.html * Bug fixes and man page updates. 20150522 * Security: The security issue for --sshlogin + --fifo/--cat has been fixed. Thereby all issues with http://lists.gnu.org/archive/html/parallel/2015-04/msg00045.html have been fixed. * Security: After further security analysis the issue fixed in 20150422 also fixed the problem for --tmux. * GNU Parallel was cited in: CIDER: a pipeline for detecting waves of coordinated transcriptional regulation in gene expression time-course data http://biorxiv.org/content/biorxiv/early/2015/03/17/012518.full.pdf * GNU Parallel was cited in: Building Genomic Analysis Pipelines in a Hackathon Setting with Bioinformatician Teams: DNA-seq, Epigenomics, Metagenomics and RNA-seq http://biorxiv.org/content/biorxiv/early/2015/05/05/018085.full.pdf * GNU Parallel was cited in: Sequencing the cap-snatching repertoire of H1N1 influenza provides insight into the mechanism of viral transcription initiation http://nar.oxfordjournals.org/content/early/2015/04/20/nar.gkv333.full.pdf * GNU Parallel was cited in: Genome assembly using Nanopore-guided long and error-free DNA reads http://www.biomedcentral.com/content/pdf/s12864-015-1519-z.pdf * GNU Parallel was used (unfortunately with wrong citation) in: Comparing the CarbonTracker and TM5-4DVar data assimilation systems for CO2 surface flux inversions http://www.atmos-chem-phys-discuss.net/15/8883/2015/acpd-15-8883-2015-discussion.html * GNU Parallel was used in: Gene Set Omic Analysis (GSOA) method https://bitbucket.org/srp33/gsoa * A Quick and Neat :) Orchestrator using GNU Parallel http://www.elsotanillo.net/2015/05/a-quick-and-neat-orchestrator-using-gnu-parallel/ * Execute commands on multiple computers using GNU Parallel (setting up a cluster on the cheap) https://spectraldifferences.wordpress.com/2015/04/26/execute-commands-on-multiple-computers-using-gnu-parallel-setting-up-a-cluster-on-the-cheap/ * Functions and GNU parallel for effective cluster load management http://genomespot.blogspot.dk/2015/04/functions-and-gnu-parallel-for.html * Use parallel processing to save time importing databases http://drupalsun.com/node/41854 * Run multiple ssh commands in parallel with GNU Parallel http://www.ameir.net/blog/archives/380-run-multiple-ssh-commands-in-parallel-with-gnu-parallel.html * Importing huge databases faster https://www.lullabot.com/blog/article/importing-huge-databases-faster * Parallel? Gnu parallel! https://debian.pro/1834 * Bug fixes and man page updates. 20150422 New in this release: * Security fix. An attacker on the local system could make you overwrite one of your own files with a single byte. The problem exist when you use --compress or --tmux or --pipe or --cat or --fifo. The attacker must figure out the randomly chosen file name and create a symlink within a time window of 15 ms. * --shuf will generate all jobs, and shuffle them before running them. This is useful to get a quick preview of the results before running the full batch. * GNU Parallel now has a DOI: https://dx.doi.org/10.5281/zenodo.16303 * GNU Parallel was cited in: Scaling Machine Learning for Target Prediction in Drug Discovery using Apache Spark https://cris.cumulus.vub.ac.be/portal/files/5147244/spark.pdf * GNU Parallel was cited in: Bayesian inference of protein structure from chemical shift data https://peerj.com/articles/861/ * GNU Parallel was cited in: Toward Enhanced Metadata Quality of Large-Scale Digital Libraries: Estimating Volume Time Range https://www.ideals.illinois.edu/bitstream/handle/2142/73656/186_ready.pdf * GNU Parallel was cited in: Experimental study on the Wind Farm Substation Cable Installation Problem http://i11www.iti.uni-karlsruhe.de/_media/teaching/theses/ma-schmitz-14.pdf * GNU Parallel was used in: https://github.com/KAPPS-/landsat-gifworks * GNU Parallel was used in: https://github.com/exascience/elprep * GNU Parallel was used in: http://search.cpan.org/~jillrowe/HPC-Runner-GnuParallel-0.01/ * GNU Parallel was used in: http://search.cpan.org/~ajpage/Bio-Roary-2.0.7/lib/Bio/Roary/JobRunner/Parallel.pm * GNU Parallel was used in: Rapid haploid SNP calling https://github.com/tseemann/snippy * Pictures and Metadata http://www.ozzy.no/2015/02/05/pictures-and-metadata/ * Task automation with bash and parallel https://biowize.wordpress.com/2015/03/23/task-automation-with-bash-and-parallel/ * How To: Speed Up File Transfers in Linux using RSync with GNU Parallel http://www.yourownlinux.com/2015/04/speed-up-file-transfers-using-rsync-with-gnu-parallel.html * Mirroring a Git Repository https://avacariu.me/articles/mirroring-a-git-repository.html * Add an ENVI header to JAXA Global Mangrove Watch PALSAR tiles https://spectraldifferences.wordpress.com/2015/03/24/add-an-envi-header-to-jaxa-global-mangrove-watch-palsar-tiles/ * 你见过的最牛逼的命令行程序是什么? http://www.zhihu.com/question/29257300 * Bug fixes and man page updates. 20150322 New in this release: * --number-of-cores respects 'taskset' on GNU/Linux. * --joblog --pipe gives the data send and received in the log. * GNU Parallel was tested to support 100 GB sized records in --pipe. A few bugs was fixed to support >2 GB records. It works, but is rather slow. * GNU Parallel was cited in: RIG: Recalibration and Interrelation of genomic sequence data with the GATK http://www.g3journal.org/content/early/2015/02/13/g3.115.017012.full.pdf+html * GNU Parallel was cited in: MPI-blastn and NCBI-TaxCollector: Improving metagenomic analysis with high performance classification and wide taxonomic attachment http://www.worldscientific.com/doi/abs/10.1142/S0219720014500139?af=R& * GNU Parallel was cited in: Recent evolution in Rattus norvegicus is shaped by declining effective population size http://biorxiv.org/content/biorxiv/early/2015/03/01/015818.full.pdf * GNU Parallel was cited in: Evidence for DCO+ as a probe of ionization in the warm disk surface http://arxiv.org/pdf/1503.02659.pdf * GNU Parallel was cited in: De novo assembly and annotation of the Asian tiger mosquito (Aedes albopictus) repeatome with dnaPipeTE from raw genomic reads and comparative analysis with the yellow fever mosquito (Aedes aegypti) http://gbe.oxfordjournals.org/content/early/2015/03/11/gbe.evv050.full.pdf * GNU Parallel was cited in: A General Approach to Network Configuration Analysis http://research.microsoft.com/en-us/um/people/ratul/papers/nsdi2015-batfish.pdf * GNU Parallel was cited in: Scrimer: designing primers from transcriptome data http://onlinelibrary.wiley.com/doi/10.1111/1755-0998.12403/pdf * GNU Parallel was cited in: Efficient Retrieval of Key Material for Inspecting Potentially Malicious Traffic in the Cloud http://sacko.uk/pdf/2015.1.pdf * GNU Parallel will be presented at Strataconf: Poor Man's Parallel Pipelines http://strataconf.com/big-data-conference-uk-2015/public/schedule/detail/40031 * GNU Parallel was used in: https://github.com/alexbyrnes/FCC-Political-Ads_The-Code * GNU Parallel was used in: https://github.com/martymac/fpart * GNU Parallel was used in: https://github.com/hoytak/diabetic-retinopathy-code * GNU Parallel was used in: https://github.com/mehmattski/HybSeqPipeline * GNU Parallel was used in: http://search.cpan.org/~ajpage/Bio-Roary-2.0.0/lib/Bio/Roary/JobRunner/Parallel.pm * Using GNU Parallel on a Raspberry Pi cluster: http://www.dcglug.org.uk/cluster-progress/ * An introduction to vector tiling and map reduce in postgis: http://dimensionaledge.com/intro-vector-tiling-map-reduce-postgis/ * Running scripts in parallel with GNU Parallel: http://code.jasonbhill.com/2015/03/ * Mahout: Parallelising the creation of DecisionTrees: http://www.markhneedham.com/blog/2012/12/27/mahout-parallelising-the-creation-of-decisiontrees/ * High-Performance Scientific Computing: Running serial jobs in parallel https://support.scinet.utoronto.ca/education/staticpublic/course178/serial.pdf * Parallel cardinality on your laptop https://highonscience.wordpress.com/2015/03/15/parallel-cardinality-on-your-laptop/ * Experiments about a better locate using grep http://a3nm.net/blog/better_locate.html * Homework with GNU Parallel: https://support.scinet.utoronto.ca/education/staticpublic/course178content349.html * Parallel - Jobs in Skripten parallelisieren: https://slzm.de/blog/linux-tool-des-tages-parallel-jobs-in-skripten-parallelisieren/#more-612 * GNU Parallel, czyli 100% użycia procesora http://matmatyk.blogspot.dk/2015/03/gnu-parallel-czyli-100-uzycia-procesora.html * Bug fixes and man page updates. 20150222 * --tmux has gotten a major overhaul. * GNU Parallel was cited in: RaftLib: A C++ Template Library for High Performance Stream Parallel Processing http://www.cs.wustl.edu/~lip/pubs/pmam15_jbeard.pdf * GNU Parallel was cited in: Quantifying properties of hot and dense QCD matter through systematic model-to-data comparison http://arxiv.org/pdf/1502.00339.pdf * GNU Parallel was cited in: Towards Collaborative Exploration and Analysis of Big Data from Mars: A Noachis Terra Case Study http://link.springer.com/chapter/10.1007/978-3-319-13865-7_25 * GNU Parallel was used (unfortunately with wrong citation) in: Performance and Scaling Comparison Study of RDBMS and NoSQL (MongoDB) http://ijact.in/wp-content/uploads/2014/11/COMPUSOFT-311-1270-1275.pdf * GNU Parallel was used (unfortunately without citation) in: Parallel Implementation of Big Data Pre-Processing Algorithms for Sentiment Analysis of Social Networking Data http://www.researchmathsci.org/IJFMAart/ijfma-v6n2-7.pdf * GNU Parallel was used (unfortunately without citation) in: SpeedSeq: Ultra-fast personal genome analysis and interpretation http://biorxiv.org/content/biorxiv/early/2014/12/05/012179.full.pdf * Zip Folders with GNU Parallel http://fazky.github.io/posts/Linux/2015-01-07-GNU-Parallel.html * Using GNU Parallel with Freesurfer http://programminginadarkroom.blogspot.dk/2015/02/using-gnu-parallel-with-freesurfer.html * GNU Parallel is used in Velociraptor: https://github.com/ericwhyne/Velociraptor * Marcus Beach GNU Parallel http://marcusbeach.co/gnu-parallel/ * Bug fixes and man page updates. 20150122 * Remote jobs now send stderr (standard error) to stderr (standard error) instead of stdout (standard output). * Remote execution command is now packed using base64 encoded bzip2. This means that big environments (app. 100 KB) can be transferred. This change makes remote execution alpha quality. * --semaphoretimeout now takes a negative value. This means give up if the semaphore is not gotten within the timeout. * --halt -1 and -2 now means halt if a job succeeds (so the opposite of 1 and 2). * --no-keep-order will reverse --keep-order. * Bash's second fix of shellshock caused --env to break again when exporting functions. This has been fixed again. * A semibig refactoring of big functions. All non-trivial functions are now less than 100 lines. The refactoring makes this release beta quality. * A description of the design decisions for GNU Parallel can be found in 'man parallel_design'. * A bug fix in replacement strings caused rewrite of the replacement function. This makes use of replacement strings alpha quality. * GNU Parallel was cited in: Improving Energy and Performance with Spintronics Caches in Multicore Systems http://link.springer.com/chapter/10.1007/978-3-319-14313-2_24 * GNU Parallel was cited in: Parallel post-processing with MPI-Bash http://dl.acm.org/citation.cfm?id=2691137 * GNU Parallel was cited in: Distinguishing cause from effect using observational data: methods and benchmarks http://arxiv-web3.library.cornell.edu/pdf/1412.3773.pdf * GNU Parallel was cited in: Data Science at the Command Line http://cdn.oreillystatic.com/oreilly/booksamplers/9781491947852_sampler.pdf * GNU Parallel was cited in: Resolution of Genetic Map Expansion Caused by Excess Heterozygosity in Plant Recombinant Inbred Populations http://www.g3journal.org/content/4/10/1963.full.pdf * GNU Parallel was cited in: Bayesian Inference of Protein Structure from Chemical Shift Data https://peerj.com/preprints/692v1.pdf * GNU Parallel was cited in: Clonal interference and Mullerʼs ratchet in spatial habitats http://iopscience.iop.org/1478-3975/11/5/056003 * GNU Parallel was cited in: Computação Verde na Camada de Aplicação https://linux.ime.usp.br/~tpaiva/mac0499/files/monografia.pdf * GNU Parallel was cited in: Frameshift alignment: statistics and post-genomic applications http://bioinformatics.oxfordjournals.org/content/30/24/3575.full.pdf+html * GNU Parallel was cited in: Towards Recommender Engineering Tools and Experiments for Identifying Recommender Differences http://elehack.net/research/thesis/mde-thesis.pdf * GNU Parallel was cited in: Speaker Environment Classification Using Rhythm Metrics in Levantine Arabic Dialect http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6923918 * GNU Parallel was cited in: A Formal Proof Of The Kepler Conjecture http://arxiv.org/pdf/1501.02155.pdf * GNU Parallel was cited in: Allocation Policy Analysis for Cache Coherence Protocols for STT-MRAM-based caches http://conservancy.umn.edu/bitstream/handle/11299/169362/Nandkar_umn_0130M_15551.pdf * GNU Parallel was cited in: Using Trusted Platform Module for securing virtual environment access in Cloud http://dar.aucegypt.edu:8080/bitstream/handle/10526/4237/Using%20Trusted%20Platform%20Module%20for%20Securing%20Virtual%20Environment%20Access%20in%20Cloud.pdf * GNU Parallel was cited in: Weakly Supervised Learning for Compositional Sentiment Recognition http://computerlinguist.org/static/downloads/ma-thesis/Master_Thesis-Michael_Haas-Weakly_Supervised_Learning_for_Compositional_Sentiment_Recognition.pdf * GNU Parallel was cited in: Agility and Performance in Elastic Distributed Storage http://dl.acm.org/citation.cfm?id=2668129 * GNU Parallel was used (unfortunately without citation) in: Large Scale Author Name Disambiguation in Digital Libraries http://semanticommunity.info/@api/deki/files/31523/P227_3546.pdf * GNU Parallel is used in BEDOPS: https://media.readthedocs.org/pdf/bedops/v2p5p0/bedops.pdf * Job ad asking for GNU Parallel skills: http://www.aplitrak.com/?adid=dXMzMTYxMjQuMzg0MTkuMTU1MEBtYW5wb3dlcmZveG5hLmFwbGl0cmFrLmNvbQ#sthash.kYCIhhty.KcoT6HnJ.dpbs * GNU Parallel: Open Source For You (OSFY) magazine, October 2013 edition http://www.shakthimaan.com/posts/2014/11/27/gnu-parallel/news.html * Multithreaded Encryption and Compression http://www.krazyworks.com/multithreaded-encryption-and-compression/ * GNU Parallel on OSX and Linux https://darknightelf.wordpress.com/2015/01/01/gnu-parallel-on-osx/ * How to build gnu parallel from source on Ubuntu PC? http://blog.ovidiuparvu.com/build-gnu-parallel-source-ubuntu-pc/ * GNU parallel for openaddr-process-one https://nelsonslog.wordpress.com/2015/01/09/gnu-parallel-for-openaddr-process-one/ * From SRA Project to FastQ http://danielecook.com/sra-project-fastq/ * Software Development Tooling http://www.computer.org/csdl/mags/so/2014/06/mso2014060021.pdf * コマンドを並列に実行するGNU parallelがとても便利 http://bicycle1885.hatenablog.com/entry/2014/08/10/143612 * Bug fixes and man page updates. 20141122 * Remote systems can be divided into hostgroups (e.g. web and db) by prepending '@groupname/' to the sshlogin. Multiple groups can be given by separating groups with '+'. E.g. @web/www1 @web+db/www2 @db/mariadb * Remote execution can be restricted to servers that are part of one or more groups by '@groupname' as an sshlogin. Multiple groups can be given by separating groups with '+'. E.g. -S @web or -S @db+web * With --hostgroup you can restrict arguments to certain hostgroups by appending '@groupname' to the argument. Multiple groups can be given by separating groups with '+'. E.g. my_web_arg@web db-or-web-arg@db+web db-only-arg@db Thanks to Michel Courtine for developing a prototype for this. * GNU Parallel was cited in: HTSeq-Hadoop: Extending HTSeq for Massively Parallel Sequencing Data Analysis using Hadoop http://essenceofescience.se/wp-content/uploads/2014/11/Siretskiy.pdf * GNU Parallel was cited in: SlideToolkit: An Assistive Toolset for the Histological Quantification of Whole Slide Images http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0110289 * GNU Parallel was cited in: Exploring a multiprocessor design space to analyze the impact of using STT-RAM in the memory hierarchy http://conservancy.umn.edu/bitstream/handle/11299/167286/Borse_umn_0130M_15431.pdf * Command-Line OCR with Tesseract on Mac OS X https://ryanfb.github.io/etc/2014/11/13/command_line_ocr_on_mac_os_x.html * Bug fixes and man page updates. 20141022 * --env was changed to deal with Bash's new way of exporting a function. * GNU Parallel was cited in: Exclusion of cosmic rays in protoplanetary disks. II. Chemical gradients and observational signatures http://iopscience.iop.org/0004-637X/794/2/123/article * GNU Parallel was cited in: Application of Machine Learning to Algorithm Selection for TSP http://www.dbai.tuwien.ac.at/staff/musliu/art_ictai_cam.pdf * GNU Parallel was cited in: Performance Models for LTE-Advanced Random Access http://repository.asu.edu/attachments/137242/content/Tyagi_asu_0010E_14116.pdf * GNU Parallel was used (unfortunately without citation) in: De Novo Insertions and Deletions of Predominantly Paternal Origin Are Associated with Autism Spectrum Disorder http://www.cell.com/cms/attachment/2019079667/2039310868/mmc1.pdf * GNU Parallel was determined 'popular' by Statistical Analysis of Popular Open Source Software Projects and Their Communities http://andiwre.itmaranatha.org/prosiding/ICITEE2014/PaperAndiWRE-ICITEE2014.pdf * GNU Parallel is demonstrated in: Data Science at the Command Line: Facing the Future with Time-Tested Tools * GNU Parallel was covered in a talk at Sydney Perl Mongers group http://www.openfusion.net/talks/pwp/#24 * GNU Parallel and how to get started with it http://www.jduck.net/blog/2014/09/30/gnu-paralell/ * Behat/Selenium/Parallel http://jaffamonkey.com/behat-selenium-parallel/ * Comparing Golang, Scala, Elixir and Ruby for ETL http://www.dimroc.com/2014/09/29/etl-language-showdown/ * Assemble a list of which of these hosts are up or down http://opsfun.wordpress.com/2014/03/31/gnu-parallel/ * Running commands on many nodes simultaneously http://opsfun.wordpress.com/2014/03/31/19/ * Ubuntu 13.04でGNU ParallelをGNUモードで動かす http://qiita.com/YusukeSuzuki@github/items/7b96b5876bf980f21e85 * Bug fixes and man page updates. 20140922 * If the file given as --sshloginfile is changed it will be re-read when a job finishes though at most once per second. This makes it possible to add and remove hosts while running. * Brutha uses GNU Parallel https://pypi.python.org/pypi/brutha/1.0.2 * OCRmyPDF uses GNU Parallel https://github.com/fritz-hh/OCRmyPDF/ * GNU Parallel was presented at Balti and Bioinformatics "On-Air" http://youtu.be/UtXlr19xTh8?t=2h5m0s * Pleiades Plus uses GNU Parallel https://github.com/ryanfb/pleiades-plus * Imagemagick and GNU Parallel http://deepdish.io/2014/09/15/gnu-parallel/ * GNU Parallel (Sebuah Uji Coba) http://pr4ka5a.wordpress.com/2014/09/04/gnu-parallel-sebuah-uji-coba/ * GNU Parallel: 并行执行Linux命令 http://blog.csdn.net/xzz_hust/article/details/39183837 20140822 * GNU Parallel now uses the same shell it was started from as the command shell for local jobs. So if GNU Parallel is started from tcsh it will use tcsh as its shell even if the login $SHELL is different. For remote jobs the login $SHELL will be used. * The whole current environment in bash can be copied by using a shell wrapper function (Search manual for env_parallel). * --plus adds the replacement strings {+/} {+.} {+..} {+...} {..} {...} {/..} {/...}. The idea being that '+foo' matches the opposite of 'foo' and {} = {+/}/{/} = {.}.{+.} = {+/}/{/.}.{+.} = {..}.{+..} = {+/}/{/..}.{+..} = {...}.{+...} = {+/}/{/...}.{+...} * GNU Parallel now deals correctly with the combination rsync-3.1.X-client and rsync-2.5.7-server * GNU Parallel was cited in: A Web Service for Scholarly Big Data Information Extraction http://patshih.ist.psu.edu/publications/Williams-CiteSeerExtractor-ICWS14.pdf * Comparison of the speed of different GNU Parallel versions: http://lists.gnu.org/archive/html/parallel/2014-08/msg00030.html * GNU Parallel was covered in the webcast 2014-08-20: Data Science at the Command Line http://www.oreilly.com/pub/e/3115 * Distributed processing with GNU parallel http://kazjote.eu/2014/08/11/distributed-processing-with-gnu-parallel * A Peek into GNU Parallel http://blog.dataweave.in/post/94238943763/a-peek-into-gnu-parallel * Сборка GNU parallel для CentOS/RHEL http://www.stableit.ru/2014/07/gnu-parallel-centosrhel.html * Bug fixes and man page updates. 20140722 * {= perl expression =} can be used as replacement string. The expression should modify $_. E.g. {= s/\.gz$// =} to remove .gz from the string. This makes replacement strings extremely flexible. * Positional perl expressions (similar to {2}) are given as {=2 perl expression=} where 2 is the position. * One small backwards incompatibility: {1}_{2} will replace {2} with the empty string if there is only one argument. Previously {2} would have been left untouched. * Replacement strings can be defined using --rpl. E.g. parallel --rpl '{.gz} s/\.gz$//' echo {.gz} ::: *.gz * The parenthesis around {= perl expression =} can be changed with --parens. * --tmux will direct the output to a tmux session instead of files. Each running jobs will be in its own window. * --halt 10% will stop spawning new jobs if 10% failed so far. * GNU Parallel was cited in: bammds: A tool for assessing the ancestry of low depth whole genome data using multidimensional scaling (MDS) http://bioinformatics.oxfordjournals.org/content/early/2014/06/28/bioinformatics.btu410.abstract * GNU Parallel was cited in: Molecular ferroelectric contributions to anomalous hysteresis in hybrid perovskite solar cells http://people.bath.ac.uk/aw558/publications/2014/arxiv_hysteresis_14.pdf * GNU Parallel was cited in: Energy Sorghum-a genetic model for the design of C4 grass bioenergy crops http://jxb.oxfordjournals.org/content/early/2014/06/20/jxb.eru229.short * GNU Parallel was cited in: Web-scale Content Reuse Detection www.isi.edu/~johnh/PAPERS/Ardi14a.pdf * Tell your friends to sign up for the Webcast at 2014-08-20 covering GNU Parallel: Data Science at the Command Line http://www.oreilly.com/pub/e/3115 * GNU Parallel all the things! http://longwayaround.org.uk/notes/gnu-parallel-all-the-things/ * Shell command composition and dispatch http://lukeluo.blogspot.dk/2014/07/linux-virtual-console6-shell-command.html * Parallelising plink (or anything else) the easy way http://chrisladroue.com/2012/03/parallelising-plink-or-anything-else-the-easy-way/ * Easy and cheap cluster building on AWS https://grapeot.me/easy-and-cheap-cluster-building-on-aws.html * Paralelizace běžných činností v konzoli pomocí GNU Parallel http://www.abclinuxu.cz/clanky/paralelizace-beznych-cinnosti-v-konzoli-pomoci-gnu-parallel * [原] Ubuntu 下使用 parallel 命令的注意事项 http://blog.ailms.me/2014/06/28/ubuntu-with-parallel.html * 简单的并行, 可使用GNU parallel http://jerkwin.github.io/2014/06/10/GNU-parallel/ * Bug fixes and man page updates. 20140622 * --shebang and --shebang-wrap now works on FreeBSD. * --pipepart works with --header, --regexp, --cat and --fifo. * ./configure --disable-documentation will not build documentation. * {%} works as job slot. * GNU Parallel was cited in: Energy Efficient, High-speed Communication in WSNs https://gupea.ub.gu.se/bitstream/2077/35801/1/gupea_2077_35801_1.pdf * GNU Parallel was cited in: Ferroelectric contributions to anomalous hysteresis in hybrid perovskite solar cells http://arxiv.org/pdf/1405.5810.pdf * Processes Paralleling to Speed up Computing and Tasks Execution in Linux http://kukuruku.co/hub/nix/processes-paralleling-to-speed-up-computing-and-tasks-execution-in-linux * Moving / Copying lots of s3 files quickly using gnu parallel http://blog.aclarke.eu/moving-copying-lots-of-s3-files-quickly-using-gnu-parallel/ * Speeding up grep log queries with GNU Parallel http://www.tripwire.com/state-of-security/incident-detection/speeding-grep-queries-gnu-parallel/ * Ubuntu - Gnu parallel - It's awesome http://kasunweranga.blogspot.dk/2014/06/ubuntu-gnu-parallel-its-awesome.html * Export quicklooks with vector overlay using TuiView http://spectraldifferences.wordpress.com/2014/03/08/export-quicklooks-with-vector-overlay-using-tuiview/ * GNU Parallel指南 http://my.oschina.net/enyo/blog/271612 * GNU parallelで違和感 http://jarp.does.notwork.org/diary/201405c.html#201405301 * Bug fixes and man page updates. 20140522 * Use --semaphoretimeout to ignore the semaphore lock after a while. * {%} introduced as job slot replacement string. It has known bugs. * --slotreplace changes slot replacement string. * GNU Parallel officially in Solaris 11.2beta https://blogs.oracle.com/alanc/entry/solaris_11_2_changes_to * GNU Parallel was cited in: A Comparison of Antenna Placement Algorithms http://abhinavjauhri.com/publications/eap.pdf * Using GNU Parallel on a PBS cluster (nice use of --shebang-wrap) https://docs.it4i.cz/anselm-cluster-documentation/resource-allocation-and-job-execution/capacity-computing * BioLite uses GNU Parallel: https://bitbucket.org/caseywdunn/biolite * Isitdown uses GNU Parallel: http://www.isi.edu/~calvin/isitdown.md * Convert FLAC to MP3 with GNU parallel http://www.blogobramje.nl/posts/Convert_FLAC_to_MP3_with_GNU_parallel/ * JD Edwards Business Function Documentation http://www.azertech.net/content/jd-edwards-business-function-documentation * Tools of the trade http://blog.eikeland.se/2014/05/01/tools-of-the-trade/ * How I start a bioinformatics project http://nickloman.github.io/2014/05/14/how-i-start-a-bioinformatics-project/ * No:The-Me GNU Parallel http://adityalaghate.in/gnu-parallel.html * Bug fixes and man page updates. 20140422 * --pipepart is a highly efficient alternative to --pipe if the input is a real file and not a pipe. * If using --cat or --fifo with --pipe the {} in the command will be replaced with the name of a physical file and a fifo respectively containing the block from --pipe. Useful for commands that cannot read from standard input (stdin). * --controlmaster has gotten an overhaul and is no longer experimental. * --env is now copied when determining CPUs on remote system. Useful for copying $PATH if parallel is not in the normal path. * --results now chops the argument if the argument is longer than the allowed path length. * Build now survives if pod2* are not installed. * The git repository now contains tags of releases. * GNU Parallel was cited in: Proactive System for Digital Forensic Investigation http://dspace.library.uvic.ca:8080/bitstream/handle/1828/5237/Alharbi_Soltan_PhD_2014.pdf * GNU Parallel was cited in: Beyond MAP estimation with the track-oriented multiple hypothesis tracker http://ieeexplore.ieee.org/xpl/abstractReferences.jsp?tp=&arnumber=6766651&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6766651 * GNU Parallel was cited in: Prokka: rapid prokaryotic genome annotation http://bioinformatics.oxfordjournals.org/content/early/2014/03/18/bioinformatics.btu153.short * GNU Parallel was used (unfortunately with improper citation) in: Perspectives in magnetic resonance: NMR in the post-FFT era http://www.sciencedirect.com/science/article/pii/S1090780713003054 * GNU Parallel is used in https://github.com/cc2qe/speedseq * Batch XML validation at the command line. http://horothesia.blogspot.dk/2014/04/batch-xml-validation-at-command-line.html * freebayes-parallel uses GNU Parallel https://github.com/ekg/freebayes/commit/31ee997984cebe8a196381c3de57e618e34a2281 * Org-mode with Parallel Babel http://draketo.de/english/emacs/parallel-babel#sec-2 * Speeding Up Grep Log Queries with GNU Parallel http://www.cybersecurity.io/speeding-grep-queries-gnu-parallel/ * How to run tbss_2_reg in parallel http://tadpolebrainimaging.blogspot.dk/2014/03/how-to-run-tbss2reg-in-parallel.html * GNU parallel example: blastn https://asciinema.org/a/8775 * Iterative DNS Brute Forcing http://www.room362.com/blog/2014/02/19/iterative-dns-brute-forcing/ * Ejecutando comandos en paralelo http://jesusmercado.com/guias/ejecutando-comandos-en-paralelo/ * Ejecutando en paralelo en bash (ejemplo con rsync) http://eithel-inside.blogspot.dk/2014/04/ejecutando-en-paralelo-en-bash-ejemplo.html * Bug fixes and man page updates. 20140322 * Offical package for Alpine Linux now exists: http://alpinelinux.org/apk/main/x86/parallel * GNU Parallel was cited in: Estimating uncertainties in statistics computed from direct numerical simulation http://dx.doi.org/10.1063/1.4866813 * GNU Parallel was cited in: Vehicle routing problems with time windows and multiple service workers: a systematic comparison between ACO and GRASP http://link.springer.com/article/10.1007/s10100-014-0341-z * GNU Parallel, quick and easy http://www.reganmian.net/blog/2014/03/09/gnu-parallel-quick-and-easy/ * Using Multiple CPU Cores With Command Line Tools http://prateekvjoshi.com/2014/03/07/using-multiple-cpu-cores-with-command-line-tools/ * Batch convert mp3 CBR to VBR http://blogs.zercle.com/bouroo/2013/03/batch-convert-mp3-cbr-to-vbr/ * Running Behat in parallel with Selenium grid http://zalas.eu/running-behat-in-parallel-with-selenium-grid/ * Git-Mirror per cronjob aktuell halten https://www.schtobia.de/2013/git-mirror-per-cronjob-aktuell-halten/ * Пишем многопоточный скрипт на bash http://dafter.ru/duf/howto/130.html * 如何利用多核CPU来加速你的Linux命令 http://www.chinadmd.com/file/xpcr6wpctzwtuu3ivwiaatcs_1.html * Bug fixes and man page updates. 20140222 * --tollef has been retired. * --compress has be redesigned due to bugs. * Format of --eta and --joblog has changed slightly. * GNU Parallel was cited in: Speaker Verification and Keyword Spotting Systems for Forensic Applications http://lantana.tenet.res.in/website_files/thesis/Phd/srikanth.pdf * GNU Parallel was cited in: Scaleable Code Clone Detection http://scg.unibe.ch/archive/phd/schwarz-phd.pdf * GNU Parallel was cited in: Clone Detection that scales http://scg.unibe.ch/archive/masters/Vogt14a.pdf * GNU Parallel was cited in: Scalable Positional Analysis for Studying Evolution of Nodes in Networks http://arxiv-web3.library.cornell.edu/pdf/1402.3797 * GNU Parallel was cited in: Aggregate Characterization of User Behavior in Twitter and Analysis of the Retweet Graph http://arxiv.org/pdf/1402.2671v1 * GNU Parallel was used (unfortunately without citation) in: Causal Network Models for Predicting Compound Targets and Driving Pathways in Cancer http://jbx.sagepub.com/content/early/2014/02/10/1087057114522690.full * GNU Parallel was used (unfortunately without citation) in: Performance and Energy Efficiency of Common Compression / Decompression Utilities http://www.researchgate.net/publication/243962643_Performance_and_Energy_Efficiency_of_Common_CompressionDecompression_Utilities_An_Experimental_Study_in_Mobile_and_Workstation_Computer_Platforms/file/3deec51d1dbc0474f9.pdf * GNU Parallel was used (unfortunately without citation) in: SpringFS: Bridging Agility and Performance in Elastic Distributed Storage http://www.istc-cc.cmu.edu/publications/papers/2014/SpringFS-FAST14.pdf * GNU Parallel was recommended (without citation) in: Redesigning the Specificity of Protein-DNA Interactions with Rosetta http://link.springer.com/protocol/10.1007/978-1-62703-968-0_17 * GNU Parallel is co-distributed with RepeatExplorer http://www.vcru.wisc.edu/simonlab/bioinformatics/programs/repeatexplorer/README.txt * Convert MP3 to a scrolling spectrum waterfall plot video http://jdesbonnet.blogspot.dk/2014/02/convert-mp3-to-scrolling-spectrum.html * PHP wrapper class for the GNU Parallel tool https://github.com/geopal-solutions/gnu-parallel-wrapper/tree/master * Exploratory Data Analysis http://www.slideshare.net/thinrhino/gnunify * Copias de archivos con rsync y parallel http://linuxmanr4.com/2014/02/20/copias-de-archivos-con-rsync-y-parallel * Single-Thread-Programme auf Multicore-Rechnern parallelisieren http://www.adlerweb.info/blog/2014/02/08/linux-single-thread-programme-auf-multicore-rechnern-parallelisieren * Распараллеливаем процессы для ускорения вычислений и выполнения заданий в Linux http://savepearlharbor.com/?p=210480 * Bug fixes and man page updates. 20140122 * GNU Parallel was cited in: On the likelihood of multiple bit upsets in logic circuits http://arxiv-web3.library.cornell.edu/pdf/1401.1003 * HaploClique uses GNU Parallel https://github.com/armintoepfer/haploclique * Scraping NSScreencast https://blog.nicolai86.eu/posts/2014-01-12/scraping-nsscreencast/ * 30 Cool Open Source Software I Discovered in 2013 http://www.cyberciti.biz/open-source/30-cool-best-open-source-softwares-of-2013/ * [Unix] 13. The power of doing things in Parallel http://leetaey.tistory.com/384 * Parallel the execution of a job that read from stdin http://www.linuxask.com/questions/parallel-the-execution-of-a-job-that-read-from-stdin * Mon Make à moi (6:38-11:50) http://videos.rennes.inria.fr/ReNaBI-GO2013/indexPierreLindenbaum.html * Shell-Abarbeitung beschleunigen: Wie Sie mit parallelen Prozesse effizienter in der Shell arbeiten https://www.hosteurope.ch/blog/shell-abarbeitung-beschleunigen-wie-sie-mit-parallelen-prozesse-effizienter-in-der-shell-arbeiten/ * Summary of GNU Parallel tutorial http://hacktracking.blogspot.dk/2014/01/gnu-parallel-tutorial.html * Bug fixes and man page updates. 20131222 * GNU Parallel now has a motto: For people who live life in the parallel lane. * Detect if the buffer dir $TMPDIR runs out of space. This changes a central piece of code, making this release alpha quality. * --keep-order --(n)onall will sort according to the sshlogin. * Detect the number of CPUs on DEC Tru64. * GNU sql: --list-tables for sqlite3. * GNU Parallel was cited in: Variational Message-Passing: Extension to Continuous Variables and Applications in Multi-Target Tracking http://www.ics.uci.edu/~ajfrank/pubs/thesis.pdf * GNU Parallel was cited in: Genome Assembly: Scaffolding Guided by Related Genomes https://www.duo.uio.no/handle/10852/37431 * GNU Parallel was cited in: Metagenomic analysis of Mariana Trench sediment samples http://repositorio.ul.pt/handle/10451/9436 * GNU Parallel was cited in: Diacritization, automatic segmentation and labeling for Levantine Arabic speech http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6642556 * GNU Parallel was cited in: Investigation of emotion classification using speech rhythm metrics http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6642591 * GNU Parallel was cited in: A Rhythm-Based Analysis of Arabic Native and Non-Native Speaking Styles http://www.ijsps.com/uploadfile/2013/1128/20131128014413279.pdf * GNU Parallel was cited in: Evolutionary optimization of wetlands design http://dl.acm.org/citation.cfm?id=2480400 * GNU Parallel was cited (unfortunately with wrong citation) in: RDBMS vs NoSQL: Performance and Scaling Comparison http://www.epcc.ed.ac.uk/sites/default/files/Dissertations/2012-2013/RDBMS%20vs%20NoSQL%20-%20Performance%20and%20Scaling%20Comparison.pdf * GNU Parallel was used (without proper citation) in: Comprehensive Analysis Pipeline for Discovery of Human Genetic Variation http://www.google.com/patents/US20130311106 * Encrypt and decrypt in parallel with GPG http://blog.tkassembled.com/412/encrypt-and-decrypt-in-parallel-with-gpg/ * Using GNU Parallel to create a SVM classifier http://ivanyu.me/blog/2013/12/01/parallel/ * Parallel xz compression http://anthon.home.xs4all.nl/rants/2013/parallel_xz/ * Got CPUs to burn? Put 'em to work with GNU parallel http://baoilleach.blogspot.dk/2013/11/got-cpus-to-burn-put-em-to-work-with.html * Parallel rsync http://pastebin.com/JmnB9ffq * Gnu Parallel for fun and profit https://gist.github.com/celoyd/f7eb55ad69c9b33fd8c3 * Parallelization of Exploitation http://rantsideasstuff.com/parallelization-of-exploitation/ * Running assemblies in parallel https://khmer-protocols.readthedocs.org/en/v0.8.3/metagenomics/4-assemble.html * Procesando la contabilidad del PP http://www.neorazorx.com/2013/07/procesando-la-contabilidad-del-pp.html * Mon make à moi (French) http://www.slideshare.net/lindenb/mon-make-moi-tout-sauf-galaxy * Bug fixes and man page updates. 20131122 * A citation notice is printed on stderr only if stderr is a terminal, the user has not specified --no-notice and the user has not run --bibtex once. This makes the release alpha quality. * --compress will compress temporary files. If the output is big and very compressible this will take up less disk space in $TMPDIR and possibly be faster due to less disk I/O. * --compress-program comtrols which program to use for compressing temporary files. * --bar show progress as a progress bar compatible with zenity. * --resume can now be used with --result: Jobs already run will be skipped. * --transfer and --basefile support paths relative to the --workdir by inserting /./ into the path. * GNU Parallel was cited in: fastphylo: Fast tools for phylogenetics http://www.biomedcentral.com/1471-2105/14/334/abstract * Using GNU parallel http://davetang.org/muse/2013/11/18/using-gnu-parallel/ * Techlux - GNU - Parallel (German) https://techlux.de/blog/2013/11/07/gnu-parallel/ * awk, sed, bzip2, grep, wc на всех ядрах http://vk.com/page-30666517_45528467 * 如何利用多核CPU來加速你的Linux命令 — awk, sed, bzip2, grep, wc等 http://www.hksilicon.com/kb/articles/290543/CPULinuxawk-sed-bzip2-grep-wc * GNU Parallel (Japanese) http://jarp.does.notwork.org/diary/201311b.html#20131117 * Bug fixes and man page updates. 20131022 * --transfer files with /./ in the path will copy the files relative to the --workdir. * The maximal command length is now cached in a file halfing the startup time. * GNU Parallel was cited in: Investigating speaker gender using rhythm metrics in Arabic dialects http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6602389 * GNU Parallel was cited in: Tiedon erist ̈minen ja visualisointi a lastensuojelun asiakaskertomuksista https://tampub.uta.fi/handle/10024/84978 * Some Additional Useful Bioinformatics Software http://nix-bio.blogspot.dk/2013/10/additional-software-for-bioinformatics.html * GNU Parallel Example Screen Cast (bil to Geotiff conversion) http://www.youtube.com/watch?v=PpF27eC7Mys * Using GNU Parallel to roll-your-own Map Reduce! http://www.rankfocus.com/hello-world/ * Use multiple CPU Cores with your Linux commands http://www.rankfocus.com/use-cpu-cores-linux-commands/ * Using GNU Parallel at HPC @ Uni.lu https://hpc.uni.lu/users/use_cases/ * Scaling up with parallelization https://www.msi.umn.edu/sites/default/files/AdvPython_1.pdf * How to teach yourself to be a technical tester http://infiniteundo.com/post/62421363463/qa-toc * Faster Rasters For All http://2013.foss4g.org/conf/programme/presentations/52/ * Optimizing translated file downloads http://www.smartling.com/blog/2013/05/20/optimizing-translated-file-downloads/ * EMC NetWorker parallel saveset cloning with nsrclone and GNU parallel http://www.beebotech.com.au/2013/10/emc-networker-parallel-saveset-cloning-with-nsrclone-and-gnu-parallel/ * Best Practices for Amazon EMR http://media.amazonwebservices.com/AWS_Amazon_EMR_Best_Practices.pdf * Computing checksums for backup https://identi.ca/evan/note/6yf1GzAARtyBhj__xzMvAg * Un exemplu de utilizare a programului GNU parallel http://vundicind.blogspot.dk/2013/10/exemplu-utilizare-gnu-parallel.html * 平行化你的工作 http://www.slideshare.net/drakeguan/part1-23705978 * なんか気持ちよかです Gnu Parallel http://a3-lab.jpn.org/note/%E3%81%AA%E3%82%93%E3%81%8B%E6%B0%97%E6%8C%81%E3%81%A1%E3%82%88%E3%81%8B%E3%81%A7%E3%81%99-gnu-parallel * Bug fixes and man page updates. 20130922 * PDF-files of documentation is now included. * Cloning at warp speed 100 VMs in 1 minute using one command line http://www.beebotech.com.au/tag/command-line/ * Calcul Quebec's introduction to GNU Parallel https://wiki.calculquebec.ca/w/GNU_parallel * Brincando com o GNU parallel http://blog.tadeucruz.com/2013/09/brincando-com-o-gnu-parallel/ * GNU Parallelで並列処理を行う http://qiita.com/PENGUINANA_/items/af27a833e835fe17f09b * Bug fixes and man page updates. 20130822 * A tutorial showing much of GNU Parallel's functionality. Spend an hour walking through the tutorial. Your commandline will love you for it. man parallel_tutorial * --line-buffer will buffer output on line basis. --group keeps the output together for a whole job. --ungroup allows output to mixup with half a line coming from one job and half a line coming from another job. --line-buffer fits between these two; it prints a full line, but will allow for mixing lines of different jobs. * --record-env records all variables and functions set. Useful to record the normal environment before using --env _. * --env _ exports all functions and variables to the remote server except for the ones recorded. * New signing key. Due to recommendations from NIST http://www.keylength.com/en/4/ the signing key was changed from 1024D/ID:FFFFFFF1 to 9888R/ID:88888888. * Agalma: an automated phylogenomics workflow http://arxiv.org/pdf/1307.6432 * Job ad asking for GNU Parallel expertise http://seattle.craigslist.org/est/sof/4006079352.html * Transient Beowulf Clustering with GNU Parallel and SSHfs http://www.reddit.com/r/linux/comments/1ka8mn/transient_beowulf_clustering_with_gnu_parallel/ * Aligning to unique regions http://davetang.org/muse/2013/07/22/aligning-to-unique-regions/ * Top 10 scripting tricks for basic bioinformatics http://students.washington.edu/bowmanjs/wordpress/?p=873 * Using GNU Parallel to speed up and simplify data analyzes http://www.sergeymarkov.com/blog/2013/07/using-gnu-parallel-to-speed-up-and-simplify-data-analyzes/ * Compression of files in parallel using GNU parallel http://codextechnicanum.blogspot.dk/2013/07/compression-of-files-in-parallel-using.html * Using GNU Parallel with Amazon media.amazonwebservices.com/AWS_Amazon_EMR_Best_Practices.pdf * Some useful comments on GNU Parallel https://news.ycombinator.com/item?id=6209767 * Using GNU Parallel to count reads mapping to genes for multiple BAMs http://drduanehassane.com/blog/sequencing-resources * TimeMachineっぽいバックアップスクリプト http://rio.tc/2013/07/timemachine-1.html * GNU ParallelでAndroid NDKの全バージョンを一括ダウンロード http://qiita.com/mazgi/items/b10bf0ff3da2045d19ab * Bug fixes and man page updates. 20130722 * --round-robin with --pipe will write all blocks to already running jobs. * --env can now transfer Bash function for remote execution. That is pretty cool! * GNU Parallel was used (unfortunately with improper citation) in: Understanding the Impact of E-Commerce Software on the Adoption of Structured Data on the Web http://link.springer.com/chapter/10.1007/978-3-642-38366-3_9#page-1 * GNU Parallel was used (unfortunately with improper citation) in: CWI at TREC 2012, KBA track and Session Track http://trec.nist.gov/pubs/trec21/papers/CWI.kba.session.final.pdf * Mitigation of Adverse Effects Caused by Shock Wave Boundary Layer Interactions through Optimal Wall Shaping. http://arc.aiaa.org/doi/abs/10.2514/6.2013-2653 * Using GNU parallel to convert images. http://www.brunokim.com.br/blog/?p=18 * A quick way to parallelize. http://timotheepoisot.fr/2013/07/08/parallel/ * GNU Parallel 20130522 ('Rana Plaza') 发布,并行作业执行. http://www.open-open.com/news/view/371301 * Quite a few bug fixes and man page updates. 20130622 * --xapply now recycles arguments if an input source has more arguments than others. * The sleep time between jobs is now both increased and decreased exponentially. * 10 seconds installation check the signature using GnuPG if GnuPG is installed. * Developer job asking for GNU Parallel expertise. http://careers.stackoverflow.com/jobs/35562/developer-big-data-geo-and-web-climate-central * A small utility program to run youtube-dl in parallel. https://github.com/dlh/youtube-dl-parallel * Parallelizing Freesurfer: http://blog.cogneurostats.com/?p=148 * Bug fixes and man page updates. 20130522 * --ctrlc is now default if --pipe is not used; thus making it possible to kill remotely started jobs simply by pressing Ctrl-C. * --timeout 200% now means kill jobs that take more than twice the time of the median run time of a job. * Jobs are now distributed round robin when having mulitiple --sshlogin instead of filling up one --sshlogin at a time. * niceload: darwin version of --io --mem --swap. Thanks to Anders F Björklund. * Bug fixes and man page updates. 20130422 * 10 seconds installation: wget -O - pi.dk/3 | sh * HPUX CPU/core detection. Thanks to Javier Tarradas. * CPU detection for HURD, IRIX, SCO OpenServer and (old) HPUX. * --ctrlc will send SIGINT to tasks running on remote computers and thus killing them. * --load now uses 'ps' to see immediately see the number of running processes instead of 'uptime' thus making --load react much faster. * Testing on Centos 3.9 and FreeBSD 7 revealed a lot of compability bugs. Some of these required quite extensive changes making this release beta quality. * --retries works with --onall. * The new --load computation now works on FreeBSD 7. * --nice works under tcsh. * GNU Parallel is officially supported in NetBSD. http://ftp.netbsd.org/pub/pkgsrc/current/pkgsrc/parallel/parallel/README.html * GNU Parallel is accepted for openSUSE. http://software.opensuse.org/package/gnu_parallel * GNU Parallel can be installed under Microsoft Windows (CygWin). http://blogs.msdn.com/b/hpctrekker/archive/2013/03/30/preparing-and-uploading-datasets-for-hdinsight.aspx * Excuses for not installing GNU Parallel. http://oletange.blogspot.dk/2013/04/why-not-install-gnu-parallel.html * Job advert that requires GNU Parallel competence. http://versium.com/about/careers/ * Parallelizing Batch Jobs for Fun and Profit. http://mikeseidle.com/tech/programming/2013/03/parallelizing-batch-jobs * Processing Transcription Start Sites(TSS) for the entire Mouse genome. http://qbrc.swmed.edu/2013/03/gnu-parallel-speeding-up-unix-commands-and-scripts/ * GNU parallel is used throughout Scrimer. http://scrimer.readthedocs.org/en/latest/ * GNU Parallel helped making public documents searchable. http://danpalmer.me/blog/articles/2013-04-06-unlocking-hillsborough.html * Identifying big movie files (German). http://blackappsolutions.wordpress.com/2013/03/23/wenn-der-plattenplatz-knapp-wird-filme-identifizieren-die-viel-platz-belegen/ * Bug fixes and man page updates. 20130222 * --resume works with --pipe. * --resume-failed will go through --joblog, redo the failed jobs and then continue like --resume. * Negative positional arguments count from the end: {-1} means the last argument, {-2} the second to last. * NetBSD CPU detection. * --blocksize increases exponentially if it smaller than a full record. * Processing n-line records (--pipe -L n) is now much faster. * --tollef is obsoleted after discussion on the mailing list. * GNU Parallel is the highest rated tool on: http://www.biostars.org/show/tools/?sort=votes&since=all%20time * GNU Parallel was loved during FSFE's #ilovefs campaign. http://fsfe.org/news/2013/news-20130212-01.en.html * Using GNU Parallel with s3cmd (Japanese). http://blog.suz-lab.com/2013/02/s3cmd-gnu-paralells3.html * Intro to GNU Parallel (Chinese). http://guiquanz.github.com/2013/02/12/gnu-parallel-intro/ * Bug fixes and man page updates. 20130122 * --sshdelay Delay starting next ssh by secs seconds. GNU parallel will pause secs seconds after starting each ssh. secs can be less than 1 seconds. * Official OpenBSD port: http://ftp.openbsd.org/ports/sysutils/parallel/ * Official DragonFlyBSD package: http://www.mirrorservice.org/sites/ftp.dragonflybsd.org/packages/amd64/DragonFly-3.0.0/stable/parallel/ * Post about niceload in Hungarian: http://commandline.blog.hu/2013/01/02/niceload * 自炊スキャンデータをKobo Gloに最適化 http://interstadial.wordpress.com/2013/01/20/ * GNU parallel+ssh で複数のリモートホストに複数のコマンドを実行させる http://oshiire.to/archives/1686 * Bug fixes and man page updates. 20121222 * --shebang-wrap makes is possible to parallelize scripts by putting parallel in the shebang line (the first #! line in scripts). * --delay puts in a delay after starting each job. Useful to avoid raceconditions and thundering herd problems. * --results now uses / as separator instead of TAB and thus creates subdirs. Thanks to Drew Frank. * parallel: OpenBSD CPU detection. Thanks to Michał Markowski. * niceload --sensor allows for negative numbers to signify a lower number means the limit is lower. * niceload --prg suspend a named program that is already running. * niceload multiple --pid suspend process ids that are already running. * Convertir des images avec find et imagemagick http://roger.b.over-blog.com/article-convertir-des-images-avec-find-et-imagemagick-113416637.html * Bug fixes and man page updates. 20121122 * niceload --sensor makes it possible to use a program to control if a program should be suspended. * GNU Parallel was part of the justification for Nordic Free Software Award 2012 https://fsfe.org/news/2012/news-20121112-01.html * Dateien schneller packen und konvertieren mit GNU parallel http://www.linux-community.de/Archiv/Tipp-der-Woche/Dateien-schneller-packen-und-konvertieren-mit-GNU-parallel * Processing images from Lunar Reconnaissance Orbiter Narrow Angle Camera http://lunokhod.org/?p=774 * GNU Parallel is used in types2: Type and Hapax Accumulation Curves http://www.cs.helsinki.fi/u/josuomel/types2/ * GNU Parallel used in: A Hybrid Factor Analysis and Probabilistic PCA-based system for Dictionary Learning and Encoding for Robust Speaker Recognition http://www.superlectures.com/odyssey2012/lecture.php?id=8&lang=en http://www.cse.iitm.ac.in/~mrsri/ppca.pdf * Mapreduce avec parallel, cat et une redirection http://datacratic.com/site/blog/mapreduce-avec-parallel-cat-et-une-redirection * GNU Parallel for Large Batches of Small Jobs https://support.scinet.utoronto.ca/wiki/images/7/7b/Tech-talk-gnu-parallel.pdf * GNU Parallel used in black belt tip (8:50-10:12) https://aws.amazon.com/apac/awspodcast/episode20/ * Bug fixes and man page updates. 20121022 * --results structures output files so they can be imported using Pandas (http://pandas.pydata.org/). Useful when doing simulations to select output from some arguments. * Use --env to transfer environment variables through ssh to remote machines. * GNU Parallel is accepted for Ubuntu Quantal. http://packages.ubuntu.com/quantal/parallel * GNU Parallel was requested for OpenSUSE (go vote!) https://features.opensuse.org/314461 * Kneth's Korner: Map/Reduce and GNU Parallel http://kenneth.geisshirt.dk/2012/10/mapreduce-and-gnu-parallel.html * Blog post in Japanese by Siguniang. https://siguniang.wordpress.com/2012/09/09/notes-on-gnu-parallel-the-command-line-power-tool/ (Siguniang mentions the logo is called 'The Cafe Wall Illusion') http://www.michaelbach.de/ot/ang_cafewall/index.html * GNU Parallel, where have you been all my life? http://ssdigit.nothingisreal.com/2012/09/gnu-parallel-where-have-you-been-all-my.html * Reference-free ddRADseq analysis tools uses GNU Parallel. https://github.com/brantp/rtd#readme * When bash just isn’t quick enough. https://soimasysadmin.wordpress.com/2012/08/15/gnu-parallel-when-bash-just-isnt-quick-enough/ * Using GNU Parallel to Package Multiple Jobs in a Single PBS Job. http://www.nas.nasa.gov/hecc/support/kb/Using-GNU-Parallel-to-Package-Multiple-Jobs-in-a-Single-PBS-Job_303.html * GNU Parallel Notes. http://xed.ch/help/parallel.html * Bug fixes and man page updates. 20120822 * Due to a bugfix the main flow has changed. Making this release beta quality. * Parallel Proxy Scraper & Checker Tool https://www.youtube.com/watch?v=iXCeR_XsP6o * Bug fixes and man page updates. 20120722 * GNU Parallel was presented at Chiang Mai Bar Camp http://barcampchiangmai.org/ See write up here: http://www.cnx-software.com/2012/07/02/use-gnu-parallel-to-speed-up-script-execution-on-multiple-cores-andor-machines/ * I don't always max out all my CPUs, but when I do, I do it with GNU Parallel. http://memegenerator.net/instance/22638454 * Bug fixes and man page updates. 20120622 * '-L n --pipe' will use records of n lines. This is useful when processing data that have fixed records with a fixed number of lines (e.g. fastq). * --filter-hosts will remove down hosts. For each remote host: check that login through ssh works. If not: do not use this host. Currently you can not put --filter-hosts in a profile, $PARALLEL, /etc/parallel/config or similar. This is because GNU Parallel uses GNU Parallel to compute this, so you will get an infinite loop. This will likely be fixed in a later release. * --pipe now uses fork() instead of busy wait. The performance should be better on computers with >10 cores while remaining the same on computers with few cores. * GNU Parallel will be represented at Chiang Mai Bar Camp. http://barcampchiangmai.org/ * Indexing Big Data on Amazon AWS: The Screencast (Check out his T-shirt at 18:40-21:00). http://www.opensourceconnections.com/2012/06/06/indexing-big-data-on-amazon-aws-screencast/ * biotoolbox uses GNU Parallel. https://code.google.com/p/biotoolbox/wiki/Pod_novo_wrapper * Spiceweasel uses GNU Parallel. https://github.com/mattray/spiceweasel * GNU Parallel part of The Administrators Challenge. http://challenge.twistedrack.com/questions/qs3.php * Finding Oldest Firefox Code using GNU Parallel. http://gregoryszorc.com/blog/2012/06/18/finding-oldest-firefox-code/ * Bug fixes (quite a few for remote job running) and man page updates. 20120522 * Timings in --joblog now with milliseconds. * Thesis using GNU Parallel (correctly cited; hooray!). http://scholarworks.sjsu.edu/etd_projects/222/ * Package for AIX. http://www.perzl.org/aix/index.php?n=Main.Parallel * Prokka uses GNU Parallel. http://bioinformatics.net.au/prokka-manual.html * GNU Parallel was presented at MUUG. http://muug.mb.ca/blog/meetings/2012/05/09/may-8th-2012-rtfm-gnu-parallel1/ * Blog post: Manipulating many or large files with GNU parallel. http://compbiously.blogspot.com/2012/05/manipulating-many-or-large-files-with.html * Blog post: Running commands in parallel using bash. http://blog.michaelboman.org/2012/04/running-commands-in-parallel-using-bash.html * Blog post in Hungarian. http://commandline.blog.hu/2012/05/03/gnu_parallel * Popularity of GNU Parallel in Debian explodes. http://qa.debian.org/popcon-graph.php?packages=parallel * Bug fixes and man page updates. 20120422 * A race condition bug caused restructuring of a central piece of the code. Thus this release of GNU Parallel should be considered beta quality. * sql --dbsize will now list sizes of all databases if given no database. * GNU Parallel is now in Debian Unstable. apt-get install parallel * Article: Computational and experimental analyses of retrotransposon-associated minisatellite DNAs in the soybean genome. http://www.biomedcentral.com/content/supplementary/1471-2105-13-s2-s13-s1.pdf * Blog post: GNU parallel - the best thing since sliced bread. https://arrayal.wordpress.com/2012/03/27/gnu-parallel-the-best-thing-since-sliced-bread/ * Blog post: GNU Parallel makes everything faster. http://compbiously.blogspot.com/2012/03/gnu-parallel-makes-everything-faster.html * Blog post (German): Howto: GNU parallel. http://d24m.de/2012/04/05/howto-gnu-parallel/ * Blog post: Running in Parallel http://interactivity.ifactory.com/2012/04/running-in-parallel/ * 20000 watched the first intro video. http://pi.dk/1 * The first 5 have received their GNU Parallel merchandise https://www.gnu.org/software/parallel/merchandise.html * Bug fixes and man page updates. 20120322 * Parallel Process Database Dumps. http://blog.mattoates.co.uk/2012/02/parallel-process-database-dumps.html * Using GNU Parallel to process images from Mars. http://lunokhod.org/?p=468 * Using GNU Parallel with bzgrep. http://filip.rembialkowski.net/did-you-know-gnu-parallel/ * Bug fixes and man page updates. 20120222 * --workdir . will use the current working dir. If the current working dir is beneath your home dir, the value . is treated as the relative path to your home dir. This means that if your home dir is different on remote computers (e.g. if your login is different) the relative path will still be relative to your home dir. * A texinfo file is now generated from the POD file using pod2texi. * The bioinformatics article "Fast large-scale clustering of protein structures using Gauss integrals" mentions GNU Parallel. They forgot to add the reference. Please remember --bibtex if you use GNU Parallel in an article. http://bioinformatics.oxfordjournals.org/content/28/4/510.short * The first supporter received his merchandise. Did you order yours? https://www.gnu.org/software/parallel/merchandise.html * How to use GNU Parallel with samtools. http://zvfak.blogspot.com/2012/02/samtools-in-parallel.html * How to use GNU Parallel for vacuuming PostgreSQL tables. http://blog.timmattison.com/archives/2012/01/24/mini-hack-parallel-vacuuming-in-postgresql/ * Converting e-books with Calibre and GNU Parallel. http://www.linkhal.de/blog/2012/01/converting-massive-e-book-collections-with-calibre-and-gnu-parrallel/ * Using GNU Parallel for tailing logfiles from multiple servers. http://silviud.blogspot.com/2012/02/shell-parallel-processing.html * Bug fixes and man page updates. 20120122 * --header : uses the first input line as column names and you can then use {colname} as a replacement string in the command. This also works with multiple :::'s. * --header matches a header as a regular expression and repeats the header for each block with --pipe. * --resume resumes from the last unfinished job. Useful if you stop GNU Parallel and restart it later with the same arguments. * niceload now propagates exit status correctly. * Show your support for GNU Parallel. For a limited time you can get a GNU Parallel T-shirt+mug+pen+100 postcards at 20 EUR. See https://www.gnu.org/software/parallel/merchandise.html * Options -g -B -T -U -W -Y are retired as warned 6 months ago. * GNU Parallel referenced in article on Holographic Grid Cloud. Thanks to Stefano Gallozzi. http://arxiv.org/pdf/1112.6128 * Article in IEEE Software on GNU Parallel. Thanks to Diomidis Spinellis. http://www.spinellis.gr/blog/20110911/ * An article on Narwhal which uses GNU Parallel. They forgot to add the reference. Please remember --bibtex if you use GNU Parallel in an article. http://bioinformatics.oxfordjournals.org/content/early/2011/11/08/bioinformatics.btr613.full.pdf * Blog post on using GNU Parallel to speed up BLAST queries: http://blog.mckuhn.de/2012/01/embarrassingly-parallel-blast-search.html * Video showing Wake-on-LAN with GNU Parallel. https://www.youtube.com/watch?v=0mB-yIyKFLQ * Using GNU Parallel with Solr. http://sujitpal.blogspot.com/2011/12/solr-report-generation-with-python.html * First job ad including GNU Parallel: http://seeker.dice.com/jobsearch/servlet/JobSearch?op=101&dockey=xml/7/6/76f858de083a094f74b1a5d3ba53ffc5@endecaindex * Bug fixes and man page updates. 20111222 * --timeout will now kill grandchildren. * Interview in Hacker Public Radio. http://hackerpublicradio.org/eps.php?id=0860 * Blog post in Chinese. http://blog.sina.com.cn/s/blog_3f7652740100y0ju.html * Bug fixes and man page updates. 20111122 * GNU Parallel package for Fedora. https://admin.fedoraproject.org/pkgdb/acls/name/parallel * Using GNU Parallel with Mozilla cross referencing. https://blog.mozilla.com/it/2011/11/15/mxr-improvements/ * Neat flash presentation of GNU Parallel. http://prezi.com/0nq74b2elgtx/about-gnu-parallel/ * How to create tar files of dirs in parallel. https://joneslee85.wordpress.com/2011/11/22/shell-tips-how-to-recursively-archive-many-folders/ * Article in Admin Network&Security by Ben Martin. http://www.admin-magazine.com/HPC/Articles/GNU-Parallel * Blog post in Polish. http://blog.tiger.com.pl/2011/01/05/gnu-parallel/ * Blog post on using GNU Parallel of Mac OS X. http://www.0xcb0.com/2011/10/19/running-parallel-bash-tasks-on-os-x/ * Blog post in English by researcher. http://zandyware.wordpress.com/2011/10/15/gnu-parallell-make-best-use-of-your-multicore-computer/ * Blog entry in Chinese. http://blog.csdn.net/tossense/article/details/6889026 * Blog entry in Japanese on managing many servers. http://hiroakis.com/blog/2011/11/13/gnu-parallel/ * GNU Parallel is now part of ppbs. http://physiology.med.cornell.edu/faculty/mason/lab/ppbs/introduction/introduction.html * How to use GNU Parallel with MCX. http://mcx.sourceforge.net/cgi-bin/index.cgi?MMC/Doc/MMCCluster * Bug fixes and man page updates. 20111022 * --tag prepends lines with the argument(s). If used with --(n)onall the line will be prepended with the sshlogin instead. * --shellquote does not run the command but quotes it using \'s. Useful for making quoted composed commands. * --profile can now be repeated merging multiple profiles. * --bibtex now gives the BibTeX entry. Thanks to Aleksandr Levchuk for testing. * Makefile for simple .deb package. cd packager/debian; make * sql: --list-databases lists the databases. * GNU Parallel officially in Fedora 16 http://www.spinics.net/lists/fedora-package-announce/msg67130.html * Blog post on recompression FLAC audio. http://blog.oxplot.com/2011/08/reflac-flac-cleanser.html * The most complex use of ::: I have seen so far. http://agentzlerich.blogspot.com/2011/09/following-up-on-previous-failures-ive.html * Example of using GNU Parallel with sudo. http://loopkid.net/articles/2011/10/07/recursive-chmod-and-chown-on-files * Use wget and gnu parallel to download mp3s at rocket speed. http://sdbrain.posterous.com/use-wget-and-gnu-parallel-to-download-mp3s-at * First CV referring to GNU Parallel. http://www.peopleperhour.com/freelancers/stephen_/internet_researcher_and_protocol_develop/140602 * Cartwright labs usage of GNU Parallel. http://cartwrightlab.wikispaces.com/The+Most+Bang+for+Your+Buck * Bug fixes and man page updates. 20110822 * --timeout implemented so that slow commands can be killed * CPU detection improved for Mac OSX. Thanks to Wayne E. Seguin. * Example of a parallel webcrawler in the man page. * Backup up PostgreSQL with GNU Parallel. Thanks to Stephane Wirtel. http://wirtel.be/2011/07/15/rsync_parallel/ * Blog post in Japanese. http://dminor11th.blogspot.com/2011/08/gnu-parallel.html * Blog post about optimizing JPEGs. Thanks to Thomas Jost. http://schnouki.net/2011/07/22/optimizing-jpeg-pictures/ * Bug fixes and man page updates. 20110722 * niceload: --hard will suspend a program if a limit is reached - as opposed to just slowing the program down. * niceload: --soft will slow the program down - as opposed to suspending the program completely. * niceload: --run-io will slow down a program if disk io goes above a certain limit. * niceload: --run-load will slow down a program if loadaverage goes above a certain limit. * niceload: --run-mem will slow down a program if free memory goes below a certain limit. * niceload: --run-noswap will slow down a program if the computer is swapping. * niceload: --start-io, --start-load, --start-mem, --start-noswap will defer starting a program until the system is below the limit. * --io, --load, --mem, and --noswap sets both --run-* and --start-*. * niceload got a major rewrite and is now object oriented. * GNU Parallel was presented at Nordic Perl Workshop 2011. http://conferences.yapceurope.org/npw2011/talk/3416 * Blog post about zcat and GNU Parallel. Thanks to Dr. John. http://drjohnstechtalk.com/blog/2011/06/gnu-parallel-really-helps-with-zcat/ * 2 blog posts in Japanese. Thanks to Negima. http://d.hatena.ne.jp/negima1976/20110607/1307412660 http://d.hatena.ne.jp/negima1976/20110628/1309252494 * Blog post for bioinformatics. Thanks to Chris Miller. http://chrisamiller.com/science/2010/05/26/use-parallel-for-easy-multi-processor-execution/ * Bug fixes and man page updates. 20110622 * --onall will run all the jobs on all the computers. This is useful for systemadinistrators having multiple servers. * --nonall runs like --onall but reads no arguments from stdin (standard input), so is possible to do: parallel --nonall -S computer1,computer2 uptime * Context replace now works with multiple input sources: parallel -X echo {1}-{2} ::: 1 2 3 ::: a b c * --noswap do not start a job on a server that is swapping. * Article: Parallel processing without Hadoop! http://www.solutionhacker.com/parallel-processing-without-hadoop/ * Article in Linux Magazine (Spanish). Thanks to Ben Martin. http://www.linux-magazine.es/issue/67/ * First blog post in Korean. Thanks to 민병국. http://blog.daum.net/_blog/BlogTypeView.do?blogid=02RQ3&articleno=13380895&admin=# * Blog post in Japanese. Thanks to Naoya Nakazawa. http://www.sssg.org/blogs/naoya/archives/2003 * Blog post in English. Thanks to Dagon. http://hekate.homeip.net/2011/05/29/ * Bug fixes and man page updates. 20110522 * Multiple ::: can be put on the command line and will be treated similar to contents from multiple -a's. * ::: and :::: can now be mixed on the command line. Use {1} .. {n} to refer to inputs from the different input sources. * --xapply is now needed to get xapply's behaviour of reading one line from each of the input sources. * Multiple input sources will cause all combinations of arguments from the sources to be generated. E.g. 'parallel echo {1}+{2} ::: 1 2 ::: a b c' will print 1+a 1+b 1+c 2+a 2+b 2+c. This can often replace nested loops. * Implemented {//} for the input line with the basename removed (dirname). * New video showing the new ::: and :::: input sources. http://tinyogg.com/watch/iOdhU/ http://www.youtube.com/watch?v=fOX1EyHkQwc * GNU Parallel now has a logo. http://www.gnu.org/software/parallel/logo.png * Article about GNU SQL in USENIX Magazine ;login: (print) http://www.usenix.org/publications/login/2011-04/ * Using GNU Parallel with EC2. Thanks to Kevin Wu. http://blog.kevinformatics.com/post/4970574713/interested-in-your-experience-using-gnu-parallel-in * Review with idea for {..} and {...} in Japanese. Thanks to ichii386. http://d.hatena.ne.jp/ichii386/20110426 * Upgrade GNU Parallel using Macports. Thanks to Phil Hollenback. http://www.hollenback.net/index.php/MacportsParallel * Robert from Echo One discusses using processes instead of threads: http://rrees.wordpress.com/2011/04/25/many-cores-many-threads/ * How to run GNU Parallel on a SLURM cluster. Thanks to Kevin Stock. http://www.kevinstock.org/2011/04/using-the-ri-cluster/ * Short article about using GNU Parallel with lame: http://loopkid.net/articles/2011/04/30/accelerate-lame-mp3-conversion * Using GNU Parallel to run tail -f in Japanese. Thanks to Clouder. http://blog.clouder.jp/archives/001140.html * BBC Research & Development uses GNU Parallel: http://www.bbc.co.uk/blogs/researchanddevelopment/2010/11/prototyping-weeknotes-41-26112.shtml * Short article about using GNU Parallel on RHEL. Thanks to Rishi Deshpande. http://nuclear-imaging.info/site_content/2011/05/11/gnu-parallel/ * Using GNU Parallel for FLAC->MP3 conversion. Thanks to Derek Marcotte. http://derek.chezmarcotte.ca/?p=286 * Bug fixes and man page updates. 20110422 * {#} now works as an alias for $PARALLEL_PID. * --eta now estimates way more accurately. * CPU detection code for AIX thanks to Christian Netrwal. * --joblog contains exitcode. * Thanks to Ævar Arnfjörð Bjarmason for reading my code. * GNU Parallel was presented at: - LUGA, Augsburg, 2011-03-26, http://www.luga.de/Aktionen/LIT-2011/Programm - OSAA.dk, Aarhus, 2011-04-12 * Blog entry in Japanese. Thanks to Riywo. http://blog.riywo.com/2011/04/19/022802 * Example of how to use GNU Parallel on PBS clusters. Thanks to Andrew J Dolgert: http://web0.tc.cornell.edu/wiki/index.php?title=Gnu_Parallel * First example of using GNU Parallel in Hebrew. Thanks to omry. http://nd.gd/jk * Intro video got past 10000 hits. http://www.youtube.com/watch?v=OpaiGYxkSuQ * Bug fixes and man page updates. 20110322 * --tollef to be switch compatible with Tollef's parallel. This will cause -l to mean --load, and the argument separator will be -- instead of ::: * --gnu will force GNU Parallel to behave like GNU Parallel even if --tollef is set. * Site wide config file: /etc/parallel/config This should solve the issue with some packagers renaming GNU Parallel to gparallel to avoid the naming conflict. By putting --tollef in the site wide config file you can deinstall Tollef's parallel and install GNU Parallel instead without any change for users or scripts. This is useful for packagers that currently rename GNU Parallel or simply do not distribute GNU Parallel because the command name conflicts with Tollef's parallel. * -L 0 -n 0, and -N 0 implemented. They will read one argument, but insert 0 arguments on the command line. Useful if you just want to run the same command with the same arguments a number of times. * GNU Parallel is now in Fink. Thanks to Jesse Alama. http://pdb.finkproject.org/pdb/package.php/parallel * Opscode Cookbook for Chef. Thanks to Joshua Timberman. https://github.com/opscode/cookbooks/tree/master/gnu_parallel * Man page examples translated into Japanese. Thanks to Koshigoe. http://w.koshigoe.jp/study/?%5Bsystem%5D+GNU+parallel+%BB%C8%CD%D1%CE%E3#l13 * GNU Parallel will be presented at: - LUGA, Augsburg, 2011-03-26, http://www.luga.de/Aktionen/LIT-2011/Programm - OSAA.dk, Aarhus, 2011-04-12 * Video of presentation from FSCONS 2010-11-07. The presenter was _really_ hoarse that day (Something to do with loads of alcohol the night before). http://vimeo.com/20838834 * Review with examples in German. Thanks to M. Nieberg. http://kenntwas.de/2011/linux/gnu-parallel/ * A review of the --pipe option in German. Thanks to Mathias Huber. http://www.linux-magazin.de/NEWS/GNU-Parallel-20110205-stueckelt-Daten * A small example of grepping maillogs. Thanks to François Maillet. http://www.francoismaillet.com/blog/?p=399 * Using GNU Parallel instead of xargs. Thanks to James Cuff. http://blog.jcuff.net/2011/02/on-train-ride-in.html * Bug fixes and man page updates. 20110205 * --pipe splits piped data into blocks. Each block is piped to a program for processing. The piping and the programs will be run in parallel. Useful if the data you want to process is data for a program and not arguments. * --blocksize sets the blocksize in bytes for --pipe. The blocksize is approximate. It can deviate as much as the size of one record. Default is 1M. * --recstart sets the string matching the start of a record. Default is "". * --recend sets the string matching the end of a record. Default is '\n'. To specify none use --recend "". If both --recstart and --recend are set, the end of a record must be followed immediately by a start of a record. This is useful if either recend or recstart can occur in the middle of a record. * --remove-rec-sep removes the string matched by --recstart and --recend. * --regexp will make GNU Parallel treat --recstart and --recend as regular expressions. * --output-as-files will put the output of the programs into files and instead of giving the output GNU Parallel will output the name of these files. * -N if used with --pipe sets the number of records to read. * New video showing --pipe at http://www.youtube.com/watch?v=1ntxT-47VPA * GNU Parallel was presented at FOSDEM. * Article in USENIX Magazine ;login: (print) http://www.usenix.org/publications/login/2011-02/ * GNU Parallel is now on ohloh.net. Thanks to Wim Muskee. https://www.ohloh.net/p/gnu-parallel * Advanced recursive example. Thanks to Ruarí Ødegaard. http://my.opera.com/ruario/blog/2011/01/24/editing-debian-packages-more-fun-with-gnu * Small example on using GNU Parallel through 0install (German). http://forum.ubuntuusers.de/topic/gnu-parallel-mit-zero-install-kurzinfo-kein-wi/ * Bug fixes and man page updates. 20110122 * --joblog makes a simple log of completed jobs. * -X now spreads arguments between job slots when reaching last argument. Use -j1 to avoid this. * People on the email list have voted -j+0 to be the new default instead of -j9. * First review in Polish. Thanks to Patryk Krawaczyński. http://nfsec.pl/root/2458 * Review in Spanish (in print). https://www.linux-magazine.es/issue/67/moreinfo.html * Review in English. Thanks to Brian Gough. http://blogs.fsfe.org/bjg/2011/01/gnu-parallel-a-map-operator-for-the-command-line/ * Review in French. Thanks to Denis Dordoigne. http://linuxfr.org/2010/12/29/27715.html * Review in Spanish. http://gufete.net/index.php?entry=entry110116-200022 * Article with advanced recursive example. Thanks to Ruarí Ødegaard http://my.opera.com/ruario/blog/2011/01/18/fun-with-gnu-parallel * Use case for memcache. http://www.dctrwatson.com/2010/12/how-to-dump-memcache-keyvalue-pairs-fast/ * Bug fixes and man page updates. 20101222 * GNU niceload is now part of GNU Parallel. GNU niceload slows down a program if the load average is above a certain limit. * Implemented --tmpdir to buffer standard output and standard error in a different place. * Implemented --load to wait until the load is below a limit before starting another job on that computer. * Implemented --nice set the niceness of jobs running both locally and remotely. * Implemented --dry-run to print the job without running it. * Implemented --tty as the old default of assigning a tty to the first job causes problems. * Review with focus on clusters. Thanks to Taylor Gillespie http://www.unixpronews.com/unixpronews-49-20101019GNUParallelSpeedUpProcessingWithMulticoresClusters.html * Review with focus on protein similarity. http://kevinformatics.tumblr.com/post/2142473893/cluster-like-computing-using-gnu-parallel * Review in Spanish. http://gr3p.com/2010/12/gnu-parallel-acelera-tus-scripts-en-linux * Quite a few bug fixes and man page updates. 20101202 * Implemented {/} for the input line with the path removed (basename). * Implemented {/.} for the input line with extension and path removed (basename). * Output from --progress is now sent to standard error instead of standard output. * --eta was broken and counted down from 0. Now fixed. * Standard output and standard error are flushed after every job so if standard output does not end with a newline it will still be grouped with the rest of standard output. * --command, -c, --file, and -f are now removed as options. They were never used in practice. * GetOptionsFromArray rewritten to work with old Perl libraries. * The file COPYING now contains the GNU General Public License 3 * Major rewrite to make the code more object oriented and easier to maintain in the future. 20101113 * Using -j myfile the number of jobs can be changed while GNU Parallel is running simply by changing the content of myfile. * Implemented --profile to use different .parallel/config for different situations. * Ugly newlines in $PARALLEL and .parallel/config are no longer needed. Instead you have to use \ in front of special shell characters. * --workdir puts the files transferred to remote machines in a specified directory. * $PARALLEL_PID is set to the process id of GNU Parallel. * $PARALLEL_SEQ is set to the sequence number of the job. * -v now only shows the command to run. Use -v -v to show the ssh/rsync wrapping. * Slow spawning error is now only a warning. * If stdin is a tty and input is read from stdin you now get a warning. * GNU sql: \n and \x0a in arguments is replaced with newline. * Patch for Debian package and spelling mistakes. Thanks to Rogério Brito * Mac OS X Homebrew package. Thanks to Jonathan Palardy * FreeBSD port. Thanks to Chris Howey * Pardus package. Thanks to Fethican Coşkuner * First review in Chinese. Thanks to 曾義峰: http://antbsd.twbbs.org/~ant/wordpress/?p=2876 * First review in print: http://www.linux-magazine.com/Issues/2010 Nov 2010 * First review in Spanish: http://www.muylinux.com/2010/10/18/gnu-parallel-computacion-paralela-a-golpe-de-comando * First review in Dutch thanks to Koen Vervloesem : http://techworld.nl/technologie/33493/gebruik-al-je-processorkernen-met-gnu-parallel.html * Blog review thanks to R. Tyler Croy : http://unethicalblogger.com/posts/2010/11/gnuparallel_changed_my_life * 5000 views of the intro video: http://www.youtube.com/watch?v=OpaiGYxkSuQ * As usual a bunch of bugfixes and more usage examples in the man page. * GNU Parallel was presented at FSCONS 2010-11-07: http://www.fscons.org/fs/gnu-parallel Hopefully the video will be online soon. 20100922 * See GNU Parallel live at FSCONS 2010-11-07: http://www.fscons.org/fs/gnu-parallel * Untested Debian and xUbuntu packages available through OpenSUSE build service: https://build.opensuse.org/package/show?package=parallel&project=home%3Atange * Using --retries a job will be retried on another computer if it fails. This is useful if some jobs fail for no apparent reason (such as network failure). * BSD xargs -o (open /dev/tty) is now default for the job running in foreground. Useful for interactive commands like: ls | parallel -Xuj1 vi * GNU sql now supports SQLite. * Renamed .dburl.aliases to .sql/aliases and /etc/sql/aliases. * GNU sql now support --list-tables * Alias for DBURL can contain '?query' part with %-quoting. 20100906 * Using --shebang GNU Parallel can be used as the parser for a script. E.g: #!/usr/bin/parallel --shebang traceroute (followed by lines of hosts) * First community generated bugfixes * Alt Linux package of GNU Parallel. Thanks to Michael Shigorin * Sunfreeware package of GNU Parallel. Thanks to Steven M. Christensen * Untested CentOS, Fedora, Mandriva, RedHat, and SUSE packages available through OpenSUSE build service: https://build.opensuse.org/package/show?package=parallel&project=home%3Atange * Review of GNU Parallel. Thanks to Andrew McFague amcfague at wgen dot net http://www.andrew-mcfague.com/linux/utilities-linux/ commands-every-serious-nix-user-should-know/#parallel * First 1000 views of the intro video * sql - a small script to access sql bases from the command line which is a handy companion to parallel --colsep 20100822 * Counting semaphore functionality: start a job in the background. If N jobs are already running, wait for one to complete. Examples: sem 'sleep 2; echo foo'; sem 'sleep 1; echo bar'; sem --wait sem -j2 'sleep 2; echo foo'; sem -j2 'sleep 1; echo bar'; sem --wait * With --colsep a table can be used as input. Example: cat tab_sep_table | parallel --colsep '\t' echo col1 {1} col2 {2} * --trim can remove white space around arguments. * --sshloginfile '..' means use ~/.parallel/sshloginfile * Zero install package. Thanks to Tim Cuthbertson * OpenSUSE package. Thanks to Markus Ammer * NixOS package. Thanks to Ludovic Courtès * Web review http://oentend.blogspot.com/2010/08/gnu-parallel.html Thanks to Pavel Nuzhdin * Web review http://psung.blogspot.com/2010/08/gnu-parallel.html Thanks to Phil Sung 20100722 * Arguments can now be given on the command line. Example: parallel bzip2 ::: *.txt * xapply like functionality. Example: parallel diff {1} {2} :::: filelist1 filelist2 parallel diff {1} {2} ">"{1.}-{2.}.diff :::: filelist1 filelist2 * Arch Linux package. Thanks to Peter Simons * Mandriva package. Thanks to Sandro Cazzaniga * -L -l -n -s now implies -X unless -m is set 20100620 * New video showing the new options. http://www.youtube.com/watch?v=OpaiGYxkSuQ or at http://tinyogg.com/watch/TORaR/ and http://tinyogg.com/watch/hfxKj/ * 100% options complete with xargs. All options for xargs can now be used in GNU Parallel - even the more exotic. * --basefile for transferring basedata. When running jobs on remote computers --basefile will transfer files before the first jobs is run. It can be used to transfer data that remains the same for each job such as scripts or lookup tables. * --progress shows progress. To see how many jobs is running on each server use --progress. It can be turned on even after GNU Parallel is started. * --eta shows estimated time left in seconds. * --halt-on-error stops if an error occurs. GNU Parallel will default to run all jobs - even if some of them fail. With --halt-on-error GNU Parallel can ignore errors, wait for the currently running jobs to finish, or stop immediately when an error occurs. 20100601 * GNU Parallel now has support for running jobs on remote machines * Intro video http://www.youtube.com/watch?v=LlXDtd_pRaY http://openvideo.dailymotion.com/video/xdmqwz_gnu-parallel-script-processing-and_tech 20100424 * GNU Parallel is now official GNU software