{"id":27197820,"url":"https://github.com/preaction/data-workflows-with-beam","last_synced_at":"2025-10-24T20:52:48.027Z","repository":{"id":66876714,"uuid":"89768649","full_name":"preaction/Data-Workflows-With-Beam","owner":"preaction","description":"A talk on using the Beam framework to build a large data platform","archived":false,"fork":false,"pushed_at":"2017-07-03T05:03:51.000Z","size":2125,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-05T02:38:24.527Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/preaction.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-04-29T06:40:39.000Z","updated_at":"2024-05-04T16:08:12.000Z","dependencies_parsed_at":"2023-02-21T03:45:12.996Z","dependency_job_id":null,"html_url":"https://github.com/preaction/Data-Workflows-With-Beam","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/preaction/Data-Workflows-With-Beam","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/preaction%2FData-Workflows-With-Beam","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/preaction%2FData-Workflows-With-Beam/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/preaction%2FData-Workflows-With-Beam/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/preaction%2FData-Workflows-With-Beam/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/preaction","download_url":"https://codeload.github.com/preaction/Data-Workflows-With-Beam/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/preaction%2FData-Workflows-With-Beam/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":280865094,"owners_count":26404443,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-24T02:00:06.418Z","response_time":73,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-04-09T20:29:39.920Z","updated_at":"2025-10-24T20:52:48.023Z","avatar_url":"https://github.com/preaction.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Data Workflows With Beam\n\nThis presentation covers how the Beam libraries can be used to configure\nand deploy a large data processing platform.\n\n* [View the talk](http://preaction.github.io/Data-Workflows-With-Beam/)\n* [Read the notes](http://github.com/preaction/Data-Workflows-With-Beam/blob/master/NOTES.md)\n\n## Abstract\n\nThe biggest problem in a large data processing system is how to organize\nit: Where are the scripts? Where's the configuration? How can the\nscripts share code and configuration? How do we turn our ad-hoc data\nprocessing scripts into a cohesive data platform?\n\nThe Beam framework consists of tools for integrating systems, no matter\nwhat Perl libraries you're using.\n[Beam::Wire](http://metacpan.org/pod/Beam::Wire) provides a powerful\nconfiguration file for sharing information.\n[Beam::Runner](http://metacpan.org/pod/Beam::Runner) provides\norganization and discovery for data scripts. And\n[Beam::Minion](http://metacpan.org/pod/Beam::Minion) provides a scalable\ncompute cluster using the Minion task engine. With these tools, you can\nbuild a flexible, maintainable data processing system, or start better\norganizing your existing data processing system.\n\n## Covered Topics\n\nThis talk covers:\n\n* Basic usage of [Beam::Wire](http://metacpan.org/pod/Beam::Wire)\n* Introduction of ETL (Extract, Transform, Load) concepts\n* Usage of [Beam::Runner](http://metacpan.org/pod/Beam::Runner)\n* Basic usage of [Beam::Minion](http://metacpan.org/pod/Beam::Minion)\n\n## Included Code\n\nIn this repository is an example ETL framework called `ETL::Earl`. This\nETL is built to handle financial time series data. Modules are in the\n`lib/` directory, configuration (Beam::Wire container files) in the\n`etc/` directory.\n\n# AUTHOR\n\nAbout the author.\n\nSpeaking credentials.\n\n# HISTORY\n\n* Topic first discussed at [Chicago.PM](http://chicago.pm.org) -- April 2017\n* Completely rewritten for [The Perl Conference\n  2017](http://www.perlconference.us/tpc-2017-dc/) -- June 2017\n\n# COPYRIGHT AND LICENSE\n\nCopyright 2017 Doug Bell \u003cpreaction@cpan.org\u003e\n\nThe presentation content is licensed under CC-BY-SA 4.0.\n\nThe Perl code is licensed under CC-BY-SA 4.0, or the same terms as Perl\nitself (Artistic License 1.0, or GPL 1.0+ at your discretion).\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpreaction%2Fdata-workflows-with-beam","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpreaction%2Fdata-workflows-with-beam","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpreaction%2Fdata-workflows-with-beam/lists"}