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On the rise and fall of CI services in GitHub

Authors: Mehdi Golzadeh; Alexandre Decan; Tom Mens;

On the rise and fall of CI services in GitHub

Abstract

# Content of this repository This repository contains the replication package for the article "On the rise and fall of CI services in GitHub" co-authored by Mehdi Golzadeh, Alexandre Decan and Tom Mens, and published in the IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2022). The file "requirements.txt" contains a list of dependencies needed to execute the scripts, and can be installed as normal using "pip install -r requirements.txt". Before using the notebooks, it is strongly recommended that you create an isolated environment with Python 3.6. This can be done easily using 'pew' or 'virtualenv'. pip install pew pew new -p python3.6 -r requirements.txt CIstudy or pip install virtualenv virtualenv -p python3.6 CIstudy The scripts can be found under the "Notebooks" directory and they must be run with 'Jupyter notebook'. Notebook "_A_Data_Cleaning" uses 2 raw datasets of "dataset_raw_700k_allCIs.csv.gz" and "all_activerepos_notfork676K.csv.gz" and generates "NPM_cs_protions_700k_7cis" dataset for "_B_Analysing CI landscape in NPM". All datasets are provided in the data directory. We used (https://replicate.npmjs.com/_all_docs) endpoint to be able to get the list of NPM packages and their info. The info that we managed to obtain from the API includes: Name: the package name Created: time of the creation Updated: last update time recorded for the package Maintainers_name: name of the maintainer Maintainers_email: email address of the maintainer Homepage: home page Repository: repository address of the package Author: author name License: license type Out of the 1601989 packages listed in the packages list, we managed to access and clone 676K of them. Using git commands, we extracted files from the entire history of git, then iterated over all commits, and found where CI files were added or deleted. In order to determine which repositories are forked and which are not, we used the GitHub API. Travis CI service references Here are a few examples of (negative) reactions caused by Travis' decision to change its pricing model for open-source projects. These references accompany section "VII: Discussion" of the SANER2022 paper: https://travis-ci.community/t/org-com-migration-unexpectedly-comes-with-a-plan-change-for-oss-what-exactly-is-the-new-deal/10567 https://medium.com/dictcp/how-travis-ci-kills-the-productivity-of-a-100-team-in-2-hours-9e66ed275f5a https://www.jeffgeerling.com/blog/2020/travis-cis-new-pricing-plan-threw-wrench-my-open-source-works https://travis-ci.community/t/contradictory-information-in-the-ui-on-whether-credits-are-replenished-on-the-free-plan/10518 https://news.ycombinator.com/item?id=25338983 https://earthly.dev/blog/migrating-from-travis/ https://www.getapp.com/development-tools-software/a/travis-ci/pricing/ https://discourse.julialang.org/t/travis-ci-changes-pricing-plans/49528/15 https://github.com/openstack4j/openstack4j/issues/165 https://github.com/iridia-ulb/references/issues/10 https://github.com/neopoly/two_thousand_forty_eight/pull/1 https://github.com/tueda/homebrew-loops/issues/18 https://github.com/kobotoolbox/kpi/issues/2898 https://github.com/MTG/essentia.js/issues/63 https://github.com/project-generator/project_generator/issues/490 https://github.com/JULIELab/jcore-base/issues/122 https://github.com/RaRe-Technologies/gensim-wheels/issues/15 https://github.com/opensourcepos/opensourcepos/issues/2834 https://github.com/reviewdog/reviewdog/issues/939 https://github.com/Trustroots/trustroots/issues/2389 https://github.com/cloudflare/cfssl/issues/1194 https://github.com/lobsters/lobsters/issues/1011 https://github.com/mattn/goveralls/issues/194 https://github.com/JonathonReinhart/staticx/issues/124 https://github.com/opentripplanner/OpenTripPlanner/pull/3303 https://github.com/audreyfeldroy/cookiecutter-pypackage/issues/622 https://github.com/logrotate/logrotate/issues/405 https://github.com/florafauna/ReplicationSuccess/issues/56 https://github.com/sympy/sympy/issues/20374 https://github.com/Unvanquished/Unvanquished/issues/1432 https://github.com/Cyan4973/xxHash/issues/529 https://github.com/xsf/infrastructure/issues/13 https://github.com/impega/reciptacle/issues/7 https://github.com/Rust-GCC/gccrs/issues/477 https://github.com/agda/agda/issues/5061 https://github.com/Toblerity/Fiona/issues/975 https://github.com/gsauthof/dracut-sshd/issues/43 https://github.com/aio-libs/aiomysql/issues/541 https://github.com/vorburger/MariaDB4j/issues/451 https://github.com/coriolinus/lerp-rs/issues/7 https://github.com/markosamuli/ansible-pyenv/issues/45 https://github.com/microformats/php-mf2/issues/224 https://github.com/soft-matter/pims/issues/393 https://github.com/clawpack/clawpack/issues/194 https://github.com/eclipse/sw360/issues/985 https://github.com/airr-community/airr-standards/issues/484 https://github.com/docker-science/cookiecutter-docker-science/issues/107 https://github.com/lh3/minimap2/issues/740 https://github.com/SADevs/sadevs.github.io/issues/64 https://github.com/hyphacoop/two.compost.digital/issues/69 Limitations in the AppVeyor CI service Here are a few examples of issues raised by software developers related to limitations in the AppVeyor CI service. These references accompany section "VII: Discussion" of the SANER2022 paper: https://help.appveyor.com/discussions/questions/41921-appveyor-builds-more-than-twice-as-slow-as-travis https://github.com/python/mypy/issues/8292 https://github.com/torquem-ch/silkworm/issues/358 https://github.com/quantopian/zipline/issues/2619 https://github.com/henninglive/logitech-lcd/issues/12 https://github.com/wheybags/freeablo/issues/339 https://github.com/Framstag/libosmscout/issues/1034 https://github.com/PlasmaPy/SpectroscoPyx/issues/53 https://github.com/apiaryio/dredd/pull/1804 https://github.com/royaltm/node-murmurhash-native/issues/16 https://githubmemory.com/repo/Framstag/libosmscout/issues/1034

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Keywords

GitHub, distributed software development, software repositories, Continuous integration

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