{"id":18774705,"url":"https://github.com/firefly-cpp/alpine-container-data-science","last_synced_at":"2026-02-13T13:47:44.563Z","repository":{"id":145978289,"uuid":"582764644","full_name":"firefly-cpp/alpine-container-data-science","owner":"firefly-cpp","description":null,"archived":false,"fork":false,"pushed_at":"2025-01-12T10:15:59.000Z","size":20,"stargazers_count":1,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-09-01T22:38:10.823Z","etag":null,"topics":["alpine-linux","container","data-science","docker","reproducibility","reproducible-research"],"latest_commit_sha":null,"homepage":"","language":"Dockerfile","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/firefly-cpp.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2022-12-27T20:03:13.000Z","updated_at":"2025-01-12T10:16:03.000Z","dependencies_parsed_at":"2025-01-12T11:20:30.339Z","dependency_job_id":"8a50feb3-a668-414d-9bbb-498bd83f0792","html_url":"https://github.com/firefly-cpp/alpine-container-data-science","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/firefly-cpp/alpine-container-data-science","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firefly-cpp%2Falpine-container-data-science","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firefly-cpp%2Falpine-container-data-science/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firefly-cpp%2Falpine-container-data-science/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firefly-cpp%2Falpine-container-data-science/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/firefly-cpp","download_url":"https://codeload.github.com/firefly-cpp/alpine-container-data-science/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firefly-cpp%2Falpine-container-data-science/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29408361,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-13T06:24:03.484Z","status":"ssl_error","status_checked_at":"2026-02-13T06:23:12.830Z","response_time":78,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["alpine-linux","container","data-science","docker","reproducibility","reproducible-research"],"created_at":"2024-11-07T19:39:07.430Z","updated_at":"2026-02-13T13:47:44.544Z","avatar_url":"https://github.com/firefly-cpp.png","language":"Dockerfile","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003e\nA basic container image for performing data science reproducibility studies based on Alpine Linux\n\u003c/h1\u003e\n\n\u003cp align=\"center\"\u003e\n    \u003ca href=\"#-build--run\"\u003e🚀 Build \u0026 run\u003c/a\u003e •\n    \u003ca href=\"#-why-alpine-linux-for-data-science\"\u003e🔍 Why Alpine Linux for data science?\u003c/a\u003e\n\u003c/p\u003e\n\nThe repository is devoted to a sample container image built on the top of Alpine Linux that installs some data science dependencies using the \"apk\" package manager and runs a python script.\n\n## 🚀 Build \u0026 run\n\n### 🐳 Docker\n\nThe image can be built using the following command:\n\n```sh\n$ docker build --tag ds .\n```\n\nRun the image using \n\n#### Linux $PWD\n```sh\ndocker run -it --name ds-container -v \"$PWD:/var/ds\" ds\n```\n\n#### Windows {$PWD}\nRun the image using Powershell and {$PWD} due to $PWD not being avaliable in command prompt on Windows.\n```sh\ndocker run -it --name ds-container -v \"{$PWD}:/var/ds\" ds\n```\n\n### 🦦 Podman\n\nThe image can be built using the following command:\n\n```sh\n$ podman build --tag ds .\n```\n\nRun the image using \n\n#### Linux $PWD\n```sh\npodman run -it --name ds-container -v \"$PWD:/var/ds\" ds\n```\n\n#### Windows ($PWD)\nRun the image using Powershell and {$PWD} due to $PWD not being avaliable in command prompt on Windows.\n```sh\npodman run -it --name ds-container -v \"{$PWD}:/var/ds\" ds\n```\n\n## 🔍 Why Alpine Linux for data science?\n\nSome interesting facts:\n- Small container image.\n- Alpine Linux allows a lot of customization.\n- Excellent package manager.\n- Many data science tools already exist in the Alpine ecosystem. They can be easily installed using the \"apk\" command ( e.g., Python tools: NumPy, scipy, scikit-learn, seaborn, matplotlib, niapy, deap, pyswarms, jupyter, etc.) NOTE: if you are installing a Python package using \"apk\" that is not pure CLI (Command Line Interface), you should prepend \"py3-\" before the name of the package.\n- Excellent community.\n\n## Disclaimer\n\nThis software is provided as-is, and there are no guarantees that it fits your purposes or that it is bug-free. Use it at your own risk!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffirefly-cpp%2Falpine-container-data-science","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffirefly-cpp%2Falpine-container-data-science","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffirefly-cpp%2Falpine-container-data-science/lists"}