{"id":19834946,"url":"https://github.com/j0hn-b/hera_argo","last_synced_at":"2026-04-13T20:02:45.725Z","repository":{"id":236098931,"uuid":"791862690","full_name":"J0hn-B/hera_argo","owner":"J0hn-B","description":"Hera is a Python framework for constructing and submitting Argo Workflows.","archived":false,"fork":false,"pushed_at":"2024-04-25T14:50:45.000Z","size":24,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-11T10:44:21.098Z","etag":null,"topics":["argo-workflows","devbox","developer-tools","hera","kubernetes","machine-learning","mlops","mlops-workflow","nixos","nixpkgs","python"],"latest_commit_sha":null,"homepage":"","language":"Shell","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/J0hn-B.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":"2024-04-25T14:14:05.000Z","updated_at":"2024-06-10T18:48:07.000Z","dependencies_parsed_at":null,"dependency_job_id":"70f699aa-e7b3-443b-b06e-6c5766e4827f","html_url":"https://github.com/J0hn-B/hera_argo","commit_stats":null,"previous_names":["j0hn-b/hera_argo"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/J0hn-B%2Fhera_argo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/J0hn-B%2Fhera_argo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/J0hn-B%2Fhera_argo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/J0hn-B%2Fhera_argo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/J0hn-B","download_url":"https://codeload.github.com/J0hn-B/hera_argo/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241199107,"owners_count":19926554,"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":["argo-workflows","devbox","developer-tools","hera","kubernetes","machine-learning","mlops","mlops-workflow","nixos","nixpkgs","python"],"created_at":"2024-11-12T12:06:02.252Z","updated_at":"2026-04-13T20:02:45.719Z","avatar_url":"https://github.com/J0hn-B.png","language":"Shell","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Argo Workflows with Hera\n\nHera is a Python framework for constructing and submitting Argo Workflows.\n\nThis is a tool for Machine Learning engineers to experiment,develop and orchestrate their workflows locally using `Python` and `Argo Workflows`\n\n## Prerequisites\n\nTo run this project, you will need to have the following installed:\n\n[Devbox](https://www.jetpack.io/devbox/docs/) || [Docker Desktop](https://www.docker.com/products/docker-desktop/)\n\n---\n\n\u003e [!NOTE]\n\u003e Development environments created by Devbox are isolated and portable.\n\u003e No version conflicts, no need to install anything on your host machine.\n\n---\n\n## Quick Start\n\n```bash\n git clone https://github.com/J0hn-B/hera_argo.git \u0026\u0026 cd hera_argo\n```\n\n```bash\n# Start a new shell to install the project dependencies\ndevbox shell\n```\n\n```bash\n# Deploy and configure Argo Workflows on a local k3d cluster, and get the Argo Workflows UI URL\ntask deploy\n\n```\n\n---\n\n## How to use\n\n```bash\n# Install the project dependencies\n\ncd $PWD/src/mlops \u0026\u0026 poetry install\n```\n\n```bash\n# Run the example workflows\n poetry run python main.py\n```\n\n- Check the `src/mlops/main.py` file and `src/mlops/mlops` folder for the example workflows.\n\n---\n\n![image](https://github.com/J0hn-B/hera_argo/assets/40946247/498e4916-88ff-4a12-a343-9075f76ac080)\n\n---\n\n```bash\n# Access the k3d cluster using kubectl from another terminal\n\ncd hera_argo \u0026\u0026 devbox shell\n```\n\n```bash\n# Deploy a yaml example workflow using argo cli\n\nargo submit --watch src/mlops_yaml/first.yaml\n```\n\n- Permissions:\n\n  ```dir\n  hera_argo/kubernetes/cluster/overlays/k3d/kustomization.yaml\n  ```\n\n  ```yaml\n  # Resources to apply\n  resources:\n    ###?  dir contains config files for a service account with custom permissions.    Uncomment to apply/adjust/modify based on your needs.\n    #- ../../base\n\n    ###? file contains a role binding for the default service account in the argo    namespace with admin permissions. NOT recommended for production use.\n    - default_admin.yaml\n  ```\n\n---\n\n## Clean up\n\n```bash\n# Delete the cluster\ntask delete\n```\n\n```bash\n# Exit the shell\nexit\n```\n\n```bash\n# Clean up packages installed by devbox\nnix-collect-garbage\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fj0hn-b%2Fhera_argo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fj0hn-b%2Fhera_argo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fj0hn-b%2Fhera_argo/lists"}