{"id":17054376,"url":"https://github.com/uduse/docker-based-research-workflow","last_synced_at":"2026-05-06T18:33:25.539Z","repository":{"id":90617068,"uuid":"271616892","full_name":"uduse/docker-based-research-workflow","owner":"uduse","description":null,"archived":false,"fork":false,"pushed_at":"2020-06-22T19:54:13.000Z","size":1077,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-03-14T15:54:34.066Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"C++","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/uduse.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}},"created_at":"2020-06-11T18:15:38.000Z","updated_at":"2020-06-22T23:16:00.000Z","dependencies_parsed_at":null,"dependency_job_id":"a73d2bc6-8b30-4ccf-8331-5a8924dc8972","html_url":"https://github.com/uduse/docker-based-research-workflow","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uduse%2Fdocker-based-research-workflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uduse%2Fdocker-based-research-workflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uduse%2Fdocker-based-research-workflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uduse%2Fdocker-based-research-workflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/uduse","download_url":"https://codeload.github.com/uduse/docker-based-research-workflow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245061384,"owners_count":20554563,"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","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":"2024-10-14T10:14:41.311Z","updated_at":"2026-05-06T18:33:25.482Z","avatar_url":"https://github.com/uduse.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Docker Based Research Workflow\nA simple minimalist example to use docker for your research project.\n\n## Workflow Structure\n- develop and test your code locally\n- push your code to GitHub and it will trigger a GitHub action\n- the action will build a docker image and push it to registry under GitHub Packages\n- on a powerful remote machine, pull the image and run experiments\n\nAlso see [`presentation.pdf`](./presentation.pdf) for some visual pollution.\n\n## Common Commands\n- `docker build .` builds an image\n- `docker images` lists all images\n- `docker ps -a` lists all containers\n- `docker run \u003cimage\u003e` runs a container\n- `docker run -it \u003cimage\u003e` runs a container in interactive mode\n- `docker run --gpus all -it \u003cimage\u003e` runs a container in interactive mode with GPU support (need to install `nvidia-docker`)\n- `docker login \u003cregistry\u003e -u \u003cusername\u003e -p \u003cpassword\u003e` logs in a docker registry\n- `docker push \u003cregistry\u003e:\u003ctag\u003e` pushes an image to a registry\n- `docker pull \u003cregistry\u003e --all-tags` pulls all images from a registry\n- `docker system prune` clears stuff\n- `docker exec \u003ccontainer\u003e \u003ccommand\u003e` runs a command in a container\n- `docker cp \u003ccontainer\u003e:\u003csource\u003e \u003cdest\u003e` copies content from a container out\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fuduse%2Fdocker-based-research-workflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fuduse%2Fdocker-based-research-workflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fuduse%2Fdocker-based-research-workflow/lists"}